tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=136 objective=regression feature_names=wdir_lag_1 wdir_lag_3 wdir_lag_6 wdir_lag_12 wspd_lag_1 wspd_lag_3 wspd_lag_6 wspd_lag_12 gst_lag_1 gst_lag_3 gst_lag_6 gst_lag_12 wvht_lag_1 wvht_lag_3 wvht_lag_6 wvht_lag_12 dpd_lag_1 dpd_lag_3 dpd_lag_6 dpd_lag_12 apd_lag_1 apd_lag_3 apd_lag_6 apd_lag_12 mwd_lag_1 mwd_lag_3 mwd_lag_6 mwd_lag_12 pres_lag_1 pres_lag_3 pres_lag_6 pres_lag_12 atmp_lag_1 atmp_lag_3 atmp_lag_6 atmp_lag_12 wtmp_lag_1 wtmp_lag_3 wtmp_lag_6 wtmp_lag_12 dewp_lag_1 dewp_lag_3 dewp_lag_6 dewp_lag_12 vis_lag_1 vis_lag_3 vis_lag_6 vis_lag_12 tide_lag_1 tide_lag_3 tide_lag_6 tide_lag_12 ground_energy_lag_1 ground_energy_lag_3 ground_energy_lag_6 ground_energy_lag_12 ground_dir_lag_1 ground_dir_lag_3 ground_dir_lag_6 ground_dir_lag_12 ground_quality_lag_1 ground_quality_lag_3 ground_quality_lag_6 ground_quality_lag_12 mid_energy_lag_1 mid_energy_lag_3 mid_energy_lag_6 mid_energy_lag_12 mid_dir_lag_1 mid_dir_lag_3 mid_dir_lag_6 mid_dir_lag_12 mid_quality_lag_1 mid_quality_lag_3 mid_quality_lag_6 mid_quality_lag_12 wind_energy_lag_1 wind_energy_lag_3 wind_energy_lag_6 wind_energy_lag_12 wind_dir_lag_1 wind_dir_lag_3 wind_dir_lag_6 wind_dir_lag_12 wind_quality_lag_1 wind_quality_lag_3 wind_quality_lag_6 wind_quality_lag_12 ground_dir_sin_lag_1 ground_dir_sin_lag_3 ground_dir_sin_lag_6 ground_dir_sin_lag_12 ground_dir_cos_lag_1 ground_dir_cos_lag_3 ground_dir_cos_lag_6 ground_dir_cos_lag_12 mid_dir_sin_lag_1 mid_dir_sin_lag_3 mid_dir_sin_lag_6 mid_dir_sin_lag_12 mid_dir_cos_lag_1 mid_dir_cos_lag_3 mid_dir_cos_lag_6 mid_dir_cos_lag_12 wind_dir_sin_lag_1 wind_dir_sin_lag_3 wind_dir_sin_lag_6 wind_dir_sin_lag_12 wind_dir_cos_lag_1 wind_dir_cos_lag_3 wind_dir_cos_lag_6 wind_dir_cos_lag_12 mwd_sin_lag_1 mwd_sin_lag_3 mwd_sin_lag_6 mwd_sin_lag_12 mwd_cos_lag_1 mwd_cos_lag_3 mwd_cos_lag_6 mwd_cos_lag_12 wdir_sin_lag_1 wdir_sin_lag_3 wdir_sin_lag_6 wdir_sin_lag_12 wdir_cos_lag_1 wdir_cos_lag_3 wdir_cos_lag_6 wdir_cos_lag_12 wd_lag_1 wd_lag_3 wd_lag_6 wd_lag_12 bar_lag_1 bar_lag_3 bar_lag_6 bar_lag_12 station_id feature_infos=[0:360] [0:360] [0:360] [0:360] [0:21.799999237060547] [0:21.200000762939453] [0:25] [0:23] [0:29.299999237060547] [0:27.100000381469727] [0:31.200000762939453] [0:28.5] [0.25999999046325684:9.6599998474121094] [0:10.529999732971191] [0:9.4600000381469727] [0:10.899999618530273] [2.5999999046325684:23.530000686645508] [0:23.530000686645508] [0:23.530000686645508] [0:23.530000686645508] [2.9700000286102295:17.819999694824219] [0:17.819999694824219] [0:19.340000152587891] [0:17.209999084472656] [0:497] [0:497] [0:464] [0:455] [0:1038.0999755859375] [0:1037.5] [0:1037.699951171875] [0:1038.300048828125] [0:26.299999237060547] [0:27.799999237060547] [0:26.100000381469727] [0:25.899999618530273] [6.1999998092651367:24.799999237060547] [0:24.600000381469727] [0:24.799999237060547] [0:24.600000381469727] [-7.4000000953674316:23.200000762939453] [-9.6000003814697266:22.700000762939453] [-7.9000000953674316:22.899999618530273] [-9.6000003814697266:22.700000762939453] none none none none none none none none [0:878.6400146484375] [0:968.280029296875] [0:834.27001953125] [0:862.32000732421875] [0:359.93472290039062] [0:359.9815673828125] [0:359.97222900390625] [0:359.91531372070312] [0:1370.821044921875] [0:1370.821044921875] [0:0.96832031011581421] [0:0.96592772006988525] [0:285.14999389648438] [0:283.6300048828125] [0:314.1300048828125] [0:339.26998901367188] [0:359.98739624023438] [0:359.75848388671875] [0:359.95089721679688] [0:359.95086669921875] [0:0.96948069334030151] [0:0.97000002861022949] [0:0.96628022193908691] [0:0.96894651651382446] [0:150.30999755859375] [0:122.26999664306641] [0:117.86000061035156] [0:111.01999664306641] [0:359.97418212890625] [0:359.98101806640625] [0:359.864990234375] [0:359.919189453125] [0:250.69261169433594] [0:0.95387572050094604] [0:380.48614501953125] [0:46.998142242431641] [-1:0.99999970197677612] [-1:1] [-1:0.99999982118606567] [-1:0.99999940395355225] [-1:1] [-1:1] [-1:1] [-1:1] [-1:0.99999934434890747] [-1:0.99999934434890747] [-1:0.99999934434890747] [-1:0.99999958276748657] [-1:1] [-1:1] [-0.99999994039535522:1] [-0.99999994039535522:1] [-1:0.99999767541885376] [-1:0.99989962577819824] [-1:0.99999940395355225] [-1:0.99998730421066284] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [0:360] [0:360] [0:360] [0:360] [0:1031.300048828125] [0:1031] [0:1031.0999755859375] [0:1032.699951171875] -1:0:5:6:7:11:9:8:10:4:3:2:1:12 tree_sizes=3024 3164 3167 3175 3189 3144 3150 3140 3150 3163 3112 3163 3133 3138 3170 3153 3164 3156 3153 3143 3129 3160 3148 3148 3140 3183 3163 3148 3129 3146 3182 3165 3147 3148 3170 3161 3154 3178 3157 3157 3187 3160 3197 3167 3174 3175 3179 3172 3189 3137 3171 3172 3191 3176 3180 3184 3188 3159 3174 3154 3164 3186 3144 3195 3153 3202 3173 3177 3185 3151 3155 3149 3165 3171 3155 3185 3171 3206 3148 3173 3161 3196 3176 3169 3175 3193 3177 3169 3217 3188 3175 3222 3176 3192 3167 3181 3180 3186 3204 3202 3181 3167 3190 3203 3180 3193 3182 3146 3189 3149 3168 3161 3164 3199 3148 3202 3174 3140 3175 3208 3214 3181 3184 3219 3217 3161 3179 3155 3137 3196 3166 3208 3165 3127 3173 3158 3158 3167 3124 3122 3183 3166 3159 3157 3196 3189 3132 3188 3170 3158 3185 3175 3144 3172 3163 3132 3145 3121 3215 3144 3160 3172 3171 3153 3176 3150 3160 3129 3130 3154 3078 3149 3155 3149 3118 3136 3136 3122 3028 3158 3076 3111 3133 3106 3003 3114 3046 3093 3218 3114 3098 3139 3095 3126 3141 3087 2974 2985 3079 3133 3159 3125 3135 3067 3141 3140 3091 3083 3137 3123 3120 3120 3012 3155 3159 3176 2962 3142 2997 3140 3057 3095 3018 3087 3076 3064 3125 3016 2961 3025 3069 3148 2995 3093 3074 3046 3009 3064 2945 3157 3121 3136 3026 3113 3059 2981 3015 2984 2925 3058 2982 3034 3097 2967 2959 2949 2967 2966 2943 2972 2979 3039 2961 3025 3119 2998 3112 2970 3015 3000 2923 2978 3172 2983 3050 2993 3016 2932 2985 2988 3077 3103 2979 3059 3075 3063 2977 3002 3040 3024 3129 3107 2951 2946 3072 3050 3046 2992 3095 3031 3074 3039 2967 3047 3140 3109 3114 3103 3169 3084 2972 3121 2962 3094 3064 3144 3122 3092 3174 3101 3020 2996 3153 2979 3018 3021 3056 3092 3012 2945 3139 3138 3195 3087 3099 2894 3118 2838 3063 3094 3076 3084 2983 2892 3052 2960 2923 3148 2997 3011 3067 3075 3008 2993 3041 3076 3080 3009 3117 2894 3123 3000 3099 2958 3034 3103 2958 3077 3118 2925 2933 3022 2937 2910 3103 2961 3186 2952 3096 2951 3082 2984 2983 2941 3073 3084 3024 2987 3092 3140 2910 2999 2945 2960 2939 3028 3047 2847 3013 3071 3125 2927 3021 2998 Tree=0 num_leaves=31 num_cat=5 split_feature=109 92 93 108 93 56 93 92 94 52 87 60 92 92 92 94 88 92 136 93 94 136 106 136 52 136 94 94 95 136 split_gain=383870 77777.3 11023.2 8924.61 7670.66 2885.5 1854.85 1547.57 1157.58 1071.93 994.386 857.598 827.805 669.508 471.436 458.449 440.791 396.728 320.145 301.198 287.267 250.847 247.607 211.331 197.431 194.442 185.716 174.199 164.101 141.567 threshold=0.99999997019767772 -0.25851632654666895 0.17891480773687365 0.99466273188591015 -0.65452554821968068 293.16935729980474 -0.27986806631088251 -0.798629730939865 -0.33292698860168451 8.2150001525878924 0.56702038645744335 0.44393827021121984 -0.28208675980567927 0.1721398010849953 0.041465885937213905 -0.30755999684333796 -0.77436810731887806 -0.58673125505447377 0 -0.049799980595707886 -0.43419703841209406 1 -0.12849295139312741 2 9.0650000572204608 3 0.016458587720990184 -0.83414083719253529 -0.60627448558807362 4 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 1 2 1 2 2 2 1 left_child=1 4 6 12 7 13 15 11 17 26 22 18 -2 -4 -8 25 -11 21 -1 -10 29 -6 -5 -15 -16 -3 -7 -13 -20 -9 right_child=3 2 5 10 8 9 14 20 19 16 -12 27 -14 23 24 -17 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.39292367010690049 0.39660892735314318 0.39277301224602612 0.41492375029345702 0.42440020550091984 0.39370701745816772 0.41600882529944744 0.40902186726895923 0.38887291393781176 0.39763878769123578 0.43179150603713068 0.42471483925862369 0.36953256544753194 0.42517557296929132 0.41750660868288875 0.41335567600701878 0.40665629438040923 0.43909646885669518 0.39611256333551126 0.37674752457581245 0.40555576661873149 0.39226343820296239 0.38458329685995946 0.46043773433365154 0.4243440837009243 0.41882947955639904 0.40134047719896182 0.42560333113236626 0.3759131821363153 0.38349786186077994 0.38149428578830613 leaf_weight=4455 3884 12507 36881 477 11783 6083 40447 9944 27721 64179 1957 47775 7307 13801 35851 26657 30448 20903 35873 21202 11946 24970 636395 63222 30477 15606 29519 13783 12020 28394 leaf_count=4455 3884 12507 36881 477 11783 6083 40447 9944 27721 64179 1957 47775 7307 13801 35851 26657 30448 20903 35873 21202 11946 24970 636395 63222 30477 15606 29519 13783 12020 28394 internal_value=0.432087 0.40572 0.419571 0.459526 0.384968 0.426276 0.409439 0.378187 0.395413 0.43136 0.460301 0.374962 0.415261 0.420463 0.413276 0.401959 0.434142 0.390613 0.379667 0.40107 0.385493 0.387485 0.460411 0.423116 0.415871 0.397504 0.423964 0.370961 0.378453 0.383384 internal_weight=1.32647e+06 676447 405678 650020 270769 244133 161545 164190 106579 130229 638829 113906 11191 113904 106775 54770 94627 57656 52348 48923 50284 36753 636872 77023 66328 28113 35602 61558 47893 38338 internal_count=1326467 676447 405678 650020 270769 244133 161545 164190 106579 130229 638829 113906 11191 113904 106775 54770 94627 57656 52348 48923 50284 36753 636872 77023 66328 28113 35602 61558 47893 38338 cat_boundaries=0 1 2 3 4 5 cat_threshold=2192 2448 2144 4195 2448 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=3 split_feature=109 92 93 83 93 92 89 94 52 94 82 92 92 88 52 92 94 60 53 92 94 136 92 92 136 52 136 94 94 108 split_gain=346445 70223.6 9576.58 8064.15 7346.53 2525.14 1636.92 1600.45 1090.1 944.697 847.162 741.453 736.204 483.946 482.697 417.048 415.324 407.9 392.966 355.842 316.128 264.591 236.747 229.138 214.905 180.858 176.758 148.14 143.365 138.743 threshold=0.99999997019767772 -0.23477246612310407 0.1830575838685036 1.0000000180025095e-35 -0.6111149489879607 0.36689652502536779 -0.95567387342452992 -0.73750489950180043 9.5450000762939471 -0.30755999684333796 93.589954376220717 -0.82903259992599476 -0.28208675980567927 -0.8221503198146819 9.0650000572204608 0.062356855720281608 -0.2142243683338165 0.44833976030349737 0.76499998569488536 -0.58673125505447377 0.22352797538042071 0 -0.65322396159172047 0.50086840987205516 1 7.305000066757203 2 0.19458957016468051 -0.070959106087684617 0.76355826854705822 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 1 2 1 2 2 2 left_child=1 4 6 10 7 14 15 11 20 19 23 17 -5 -10 28 -3 26 -1 -9 24 -7 -11 -20 -2 -6 -17 -8 -14 -4 -22 right_child=3 2 5 12 9 8 16 18 13 21 -12 -13 27 -15 -16 25 -18 -19 22 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.052291676718842932 -0.012573624160476993 -0.021473632860576419 -0.021794580002844455 -0.034896192628269165 -0.035601048414357885 -0.013615599507693818 -0.036827732052689709 -0.032602605169289492 -0.0014425724801759654 -0.02458247589689426 -0.010560052853635767 -0.047607724448510608 -0.016091909105277045 0.0056469687123823923 -0.0087969790310516629 -0.017834079110745731 -0.023345179010187532 -0.059304102290377837 -0.047581778033517153 -0.033392075280971378 -0.0073220145079227836 -0.032117500573410916 -0.039856621494345039 0.026945820792458719 -0.044491034639460345 -0.012516159971714309 -0.028851022064081407 -0.0021635452581087334 -0.014514301692993503 -0.0012149838375123028 leaf_weight=35099 367 43011 8693 3352 10693 14036 12995 7041 53588 21508 1511 32919 2970 43702 52559 31178 22298 50682 33065 21676 23010 26825 14167 636476 22333 32816 16499 5344 30445 15609 leaf_count=35099 367 43011 8693 3352 10693 14036 12995 7041 53588 21508 1511 32919 2970 43702 52559 31178 22298 50682 33065 21676 23010 26825 14167 636476 22333 32816 16499 5344 30445 15609 internal_value=1.43623e-05 -0.0250344 -0.0116596 0.0260815 -0.0444388 -0.00539137 -0.0211979 -0.0507347 -0.00139433 -0.0338695 0.0268343 -0.0539868 -0.0151146 0.001742 -0.0119274 -0.0176661 -0.0284947 -0.0564348 -0.043622 -0.0383699 -0.0071893 -0.0287762 -0.0452647 0.026923 -0.0416369 -0.0151071 -0.0323878 -0.00713916 -0.0161313 -0.00485368 internal_weight=1.32647e+06 676447 400439 650020 276008 241642 158797 172973 149945 103035 638354 118700 11666 97290 91697 107005 51792 85781 54273 54702 52655 48333 47232 636843 33026 63994 29494 8314 39138 38619 internal_count=1326467 676447 400439 650020 276008 241642 158797 172973 149945 103035 638354 118700 11666 97290 91697 107005 51792 85781 54273 54702 52655 48333 47232 636843 33026 63994 29494 8314 39138 38619 cat_boundaries=0 1 2 3 cat_threshold=2448 2448 4195 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=31 num_cat=2 split_feature=109 93 56 83 56 94 57 94 52 60 52 82 94 56 56 94 88 52 88 56 136 52 56 56 136 107 31 54 94 95 split_gain=312669 61079.8 9182.34 7277.9 7266.84 2188.67 1706.32 1683.59 830.348 804.428 781.526 764.563 608.121 597.883 563.173 551.702 524.764 430.482 391.929 376.497 315.388 301.081 289.302 197.046 192.903 185.634 182.568 149.867 147.984 147.898 threshold=0.99999997019767772 -0.23378753662109372 282.11833190917974 1.0000000180025095e-35 237.34967041015628 -0.6561426818370818 293.89286804199224 -0.070959106087684617 11.125000000000002 0.41890108585357672 0.55500000715255748 93.589954376220717 -0.19268313795328137 24.083708763122562 265.45272827148443 -0.43419703841209406 -0.96857610344886769 8.7750000953674334 -0.51973015069961537 302.46488952636724 0 0.39499999582767492 262.00045776367193 1.0000000180025095e-35 1 -0.62984895706176747 1017.9500122070314 0.87500000000000011 -0.017404244281351563 -0.5090864598751067 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 1 2 2 2 2 2 left_child=1 4 7 11 5 9 17 16 -8 20 -7 23 -5 -9 -15 24 -3 28 -11 -10 27 -18 -17 -2 -6 26 -12 -1 -4 -23 right_child=3 2 6 12 15 10 8 13 19 18 25 -13 -14 14 -16 22 21 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.02745697832896641 0.025600539767226246 -0.02125853096609312 -0.018545386871286203 -0.03063063112839437 -0.037741603125785256 -0.024829605169572694 -0.0062492160154940324 -0.0042277019708412099 -0.0012756260402760648 -0.047953944331559535 -0.044260837254476541 -0.010032050452987672 -0.006349958354442623 -0.021920328978479842 -0.014292780663003494 -0.030020100195063459 -0.019881968187850287 -0.0065928168124538321 -0.055747632700916185 0.0055483302275111702 -0.047926667650563928 -0.036746234692257719 -0.022139782535163931 -0.0071359639615959335 -0.030551926976057211 -0.034354970609259683 -0.035553864733151946 -0.04138928481059672 -0.011517406857763356 -0.029424666351815662 leaf_weight=2349 636383 29142 10249 3848 18286 8606 40432 9858 36443 22249 32031 1511 7818 38392 65464 22152 5663 59140 58663 45386 43861 11928 24559 460 20976 8197 7414 10826 27826 16355 leaf_count=2349 636383 29142 10249 3848 18286 8606 40432 9858 36443 22249 32031 1511 7818 38392 65464 22152 5663 59140 58663 45386 43861 11928 24559 460 20976 8197 7414 10826 27826 16355 internal_value=1.35677e-05 -0.0237828 -0.0111496 0.0247774 -0.0416514 -0.0470093 -0.00431844 -0.0196297 -0.0003872 -0.0503988 -0.0386966 0.0254926 -0.0143589 -0.0159954 -0.0171124 -0.029549 -0.0261802 -0.0092625 -0.0536045 0.00250924 -0.0458512 -0.0304054 -0.0258769 0.0255769 -0.0339179 -0.0412015 -0.0426243 -0.0388758 -0.0134092 -0.0325124 internal_weight=1.32647e+06 676447 396278 650020 280169 194196 219476 176802 122261 137948 56248 638354 11666 113714 103856 85973 63088 97215 80912 81829 57036 33946 46711 636843 39262 47642 39445 13175 38075 28283 internal_count=1326467 676447 396278 650020 280169 194196 219476 176802 122261 137948 56248 638354 11666 113714 103856 85973 63088 97215 80912 81829 57036 33946 46711 636843 39262 47642 39445 13175 38075 28283 cat_boundaries=0 1 2 cat_threshold=2448 4195 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=31 num_cat=3 split_feature=108 92 93 71 93 56 93 95 52 94 93 82 92 92 89 60 53 92 94 93 136 52 92 93 92 94 136 136 94 12 split_gain=282220 57638.2 7933.27 6972.96 5511.99 2411.61 1179.91 1131.75 874.661 866.237 756.091 640.219 541.528 455.174 416.419 346.291 346.101 331.72 318.815 279.896 259.326 205.831 182.685 169.678 153.739 142.087 136.761 135.869 135.616 132.675 threshold=0.99466273188591015 -0.28208675980567927 0.17028954625129702 1.0000000180025095e-35 -0.65452554821968068 292.09732055664068 -0.21079885959625241 -0.67250570654869068 6.2650001049041757 -0.43419703841209406 -0.067718397825956331 93.589954376220717 -0.76505294442176808 0.10095211863517763 -0.82967427372932423 0.47072310745716101 0.50499999523162853 -1.0000000180025095e-35 -0.48599891364574427 -0.049799980595707886 0 10.934999942779543 -0.67419251799583424 0.90872278809547435 -0.67419251799583424 0.36181090772151953 1 2 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0.0073924207930742489 leaf_weight=44735 403 22499 28411 4602 2237 4850 30167 3543 57258 31217 3841 1502 23160 34943 27490 48783 30620 64185 9769 23178 20622 46273 13326 636405 12302 5755 29478 15415 26406 23092 leaf_count=44735 403 22499 28411 4602 2237 4850 30167 3543 57258 31217 3841 1502 23160 34943 27490 48783 30620 64185 9769 23178 20622 46273 13326 636405 12302 5755 29478 15415 26406 23092 internal_value=1.28452e-05 -0.0226802 -0.0107577 0.0234519 -0.0406132 -0.0052127 -0.0195931 -0.0463808 -0.000841836 -0.0317359 -0.0112049 0.0242228 -0.0490088 -0.0107585 0.00129273 -0.0507039 -0.0397815 -0.0160765 -0.0249667 -0.0273335 -0.0363768 -0.00885294 -0.0389702 0.0242997 -0.0410213 -0.00321442 -0.0222464 -0.0313494 -0.00820655 0.00459844 internal_weight=1.32647e+06 673959 404821 652508 269138 248723 156098 163143 139096 105995 14198 638310 116678 109627 107840 93518 46465 94352 61746 54395 51600 81216 33948 636808 42922 9596 39247 17652 31256 50582 internal_count=1326467 673959 404821 652508 269138 248723 156098 163143 139096 105995 14198 638310 116678 109627 107840 93518 46465 94352 61746 54395 51600 81216 33948 636808 42922 9596 39247 17652 31256 50582 cat_boundaries=0 1 2 3 cat_threshold=2448 4196 2048 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=31 num_cat=2 split_feature=110 92 93 71 93 92 93 95 52 95 108 92 92 92 92 53 52 52 60 95 95 92 93 136 108 92 109 136 16 89 split_gain=254727 52020.4 7575.38 5889.45 4910.37 2038.11 1249.52 1003.71 875.973 747.538 625.332 506.823 461.091 457.133 411.416 330.919 326.131 313.706 283.294 260.657 260.037 220.033 219.943 192.364 164.714 158.081 150.47 142.23 141.777 139.265 threshold=0.99999997019767772 -0.28208675980567927 0.17891480773687365 1.0000000180025095e-35 -0.65452554821968068 0.32705008983612066 -0.38204734027385706 -0.71265825629234303 11.34500026702881 -0.45822231471538538 0.88363686203956615 -0.12595792859792707 0.5246502459049226 -0.82903259992599476 -0.016992477700114247 0.76499998569488536 7.305000066757203 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248193 162776 161212 165916 104288 638369 11629 100984 110797 117548 50415 82277 57282 80844 45228 64932 47006 49443 81054 51557 44220 636804 30835 76846 51917 internal_count=1326467 676469 410969 649998 265500 248193 162776 161212 165916 104288 638369 11629 100984 110797 117548 50415 82277 57282 80844 45228 64932 47006 49443 81054 51557 44220 636804 30835 76846 51917 cat_boundaries=0 1 2 cat_threshold=32 2448 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=31 num_cat=4 split_feature=108 92 83 93 93 56 92 57 94 60 93 102 60 94 92 12 136 136 136 56 95 94 56 93 56 54 136 94 31 54 split_gain=229910 46785.3 5667.75 5630.54 5512.76 1476.2 1251.59 1108.9 750.409 638.386 601.002 546.282 538.674 345.8 337.532 268.494 266.411 254.555 246.891 246.184 223.755 182.762 177.224 157.622 142.421 139.525 138.215 133.905 125.106 123.374 threshold=0.99466273188591015 -0.18998239934444425 85.986259460449233 -0.58834281563758839 0.25116476416587835 294.94612121582037 -0.76505294442176808 265.38114929199224 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0.0219234 0.00407442 -0.0329287 -0.0253879 -0.00645337 -0.0258846 -0.0264481 internal_weight=1.32569e+06 673520 652174 290159 383361 213770 178607 169591 111552 125682 13689 638485 117350 71642 96420 101192 47692 58740 52812 97949 52925 77990 34086 636828 49480 12679 23899 70180 32679 18726 internal_count=1325694 673520 652174 290159 383361 213770 178607 169591 111552 125682 13689 638485 117350 71642 96420 101192 47692 58740 52812 97949 52925 77990 34086 636828 49480 12679 23899 70180 32679 18726 cat_boundaries=0 1 2 3 4 cat_threshold=6544 2448 2448 4194 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=31 num_cat=4 split_feature=102 92 93 83 93 56 94 92 95 52 60 92 93 92 92 93 136 136 94 92 94 136 52 95 30 31 93 52 52 136 split_gain=207532 42264.9 5676.6 4791.02 4494.56 1388.73 1204.43 1018.63 624.049 591.858 527.138 490.675 426.01 392.957 349.608 326.994 268.093 256.509 242.221 192.578 190.376 184.302 179.174 144.474 140.201 140.032 133.473 126.282 126.113 124.797 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601.477 410.496 379.217 306.108 280.842 273.29 270.743 254.09 247.155 233.272 212.33 209.122 193.502 161.276 152.997 148.026 142.496 132.152 131.158 125.79 threshold=0.9941680133342744 -0.30537502467632288 0.1359893009066582 0.75735741853714 -0.73462030291557301 0.30881218612194067 -0.30755999684333796 9.7150001525878924 -0.30755999684333796 -0.69788646697998036 0.96752718091011058 0.55854663252830516 -0.40822693705558771 0.43147690594196325 11.125000000000002 0 -0.033637089654803269 1019.1499938964845 -0.089653410017490373 -0.73462030291557301 1 2 21.164999961853031 203.71314239501956 0.56702038645744335 3 -0.64942333102226246 4 0.25504356622695928 -0.67556449770927418 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 1 2 2 2 1 2 1 2 2 left_child=1 4 6 12 9 14 19 18 15 13 -5 -9 -2 29 -4 -6 -8 22 -7 -3 -11 -10 26 -15 -12 -20 -17 -18 -14 -1 right_child=3 2 5 10 8 7 16 11 21 20 24 -13 28 23 -16 17 27 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.041342950185307661 -0.026207942115513746 -0.027807892883563251 -0.012997367399815819 -0.0059266148917514749 -0.015435469454169301 -0.013392190016888884 -0.018154494285516267 -0.0018291441688643103 -0.01799114353293356 -0.025828747290141986 0.019809648560259574 0.0043157225051632933 -0.01193385441814296 -0.044599356821709332 -0.0073556807571051102 -0.038257781299456568 -0.021763152150118488 -0.022774248278471913 -0.0026827586757177894 -0.020082660160935156 -0.034813366450414225 -0.025015257933434565 -0.024815784571140639 -0.039464528435671227 0.0058504554375083439 -0.0081581274514132933 -0.031779966555546463 -0.012161142655000734 0.0003366741839658801 -0.035603773333696437 leaf_weight=13688 3211 14196 46149 2286 3078 10013 32813 66497 19032 9613 636098 45965 4591 41087 42258 10643 3811 8552 31777 31356 23558 24900 8161 24357 1969 20212 41959 68159 4143 31562 leaf_count=13688 3211 14196 46149 2286 3078 10013 32813 66497 19032 9613 636098 45965 4591 41087 42258 10643 3811 8552 31777 31356 23558 24900 8161 24357 1969 20212 41959 68159 4143 31562 internal_value=5.31298e-06 -0.0184947 -0.00907684 0.0191037 -0.0334511 -0.00463444 -0.0168447 -0.00176315 -0.0270905 -0.0385942 0.0196748 0.00068236 -0.011515 -0.0405019 -0.0103007 -0.0301906 -0.0143904 -0.0308391 -0.00619894 -0.0224902 -0.0322279 -0.0219821 -0.0319792 -0.0426883 0.0197666 -0.00481353 -0.0330906 -0.0126743 -0.00611329 -0.0373399 internal_weight=1.32569e+06 673396 413206 652298 260190 262871 150335 174464 116325 143865 640353 112462 11945 110694 88407 72393 104783 69315 62002 45552 33171 43932 60763 65444 638067 51989 52602 71970 8734 45250 internal_count=1325694 673396 413206 652298 260190 262871 150335 174464 116325 143865 640353 112462 11945 110694 88407 72393 104783 69315 62002 45552 33171 43932 60763 65444 638067 51989 52602 71970 8734 45250 cat_boundaries=0 1 2 3 4 5 cat_threshold=2048 2448 2448 1809 32 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=31 num_cat=3 split_feature=109 92 57 94 94 92 94 57 52 92 136 61 92 89 57 92 136 52 52 136 52 109 95 30 83 95 12 30 57 31 split_gain=169118 34205 5309.42 4120.88 2872.68 1543.59 864.152 779.22 603.507 498.53 492.637 407.932 391.128 376.675 304.601 281.65 243.546 232.464 231.012 188.326 174.631 163.397 161.205 158.632 155.099 137.826 130.958 153.361 124.241 123.511 threshold=0.99461153149604808 -0.3316215425729751 277.59820556640631 0.77524054050445568 -0.61142286658287037 0.30178228020668035 -0.2142243683338165 217.16017913818362 12.015000343322756 0.71101093292236339 0 0.42948064208030706 -0.18998239934444425 -0.85435366630554188 251.00721740722659 0.041465885937213905 1 0.59499999880790722 13.164999961853029 2 1.1549999713897707 0.13152020424604419 -0.30544450879096979 1017.2500000000001 211.723747253418 -1.0000000180025095e-35 2.9650000333786015 1018.2500000000001 253.29666900634768 1018.4500122070314 decision_type=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 2 2 2 2 left_child=1 4 6 12 7 18 16 11 19 -5 17 20 -2 -10 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19280 11162 7728 1701 39989 8950 20643 9663 17247 leaf_count=8096 3716 18359 30177 2195 8858 7174 43065 41643 55460 636421 37448 64639 8135 50003 19370 21765 13449 16881 36888 28448 37141 19280 11162 7728 1701 39989 8950 20643 9663 17247 internal_value=4.98521e-06 -0.017568 -0.00877552 0.0181535 -0.0320079 -0.00426468 -0.0158047 -0.0360043 -0.00153048 0.0186942 -0.024958 -0.0384033 -0.0110615 0.000807533 -0.0278516 -0.0130829 -0.0206553 -0.0203003 -0.00979969 -0.00531141 -0.0347615 -0.0184658 -0.0310127 -0.0207127 0.018776 -0.0109185 -0.00436414 -0.00537899 -0.0226466 -0.012108 internal_weight=1.32569e+06 673526 418625 652168 254901 254990 163635 162681 170678 640317 92220 109876 11851 105463 56818 104819 58816 35402 84312 65215 45237 40457 52805 27008 638122 61754 58041 49091 26544 47424 internal_count=1325694 673526 418625 652168 254901 254990 163635 162681 170678 640317 92220 109876 11851 105463 56818 104819 58816 35402 84312 65215 45237 40457 52805 27008 638122 61754 58041 49091 26544 47424 cat_boundaries=0 1 2 3 cat_threshold=2448 4194 2144 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=31 num_cat=2 split_feature=110 92 93 93 92 57 94 92 92 111 61 95 92 95 52 12 52 92 136 136 53 52 31 93 92 31 93 52 52 31 split_gain=152650 30985.1 3873.28 3716.93 3692.78 982.347 938.632 937.215 507.258 494.144 474.249 465.192 318.792 272.888 244.743 239.482 224.55 214.626 206.207 175.818 174.21 165.542 159.699 159.386 156.588 132.719 129.762 126.174 115.974 114.394 threshold=0.9941680133342744 -0.18998239934444425 0.27693270146846777 -0.56479567289352406 0.75735741853714 261.87763977050787 0.29588635265827185 -0.74928808212280262 0.48850923776626592 0.92249283194541942 0.43167275190353399 -0.40994508564472193 -0.087350349873304353 -0.33018298447132105 1.5349999666213991 2.9850000143051152 5.0350000858306894 0.13691522181034091 0 1 0.57499998807907116 15.59500026702881 1017.9500122070314 -0.76989343762397755 -0.67419251799583424 1018.7500000000001 0.6856571137905122 6.3650000095367441 5.9949998855590829 1018.6499938964845 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 2 2 2 2 2 2 left_child=1 3 5 7 12 13 16 10 21 -6 14 24 -2 23 19 28 -4 -7 -13 -1 -9 -8 -22 -3 -5 -12 -11 -19 -10 -20 right_child=4 2 6 11 9 17 8 20 15 26 25 18 -14 -15 -16 -17 -18 27 29 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.032036731725924715 -0.019489416320788672 -0.026539502191470589 -0.011986207694445729 -0.028597434938679167 -0.0041659115951603104 -0.012543179737833544 -0.0067436578190732087 -0.018247177627096867 -0.0038585280820184198 -0.0042298788013973073 -0.039123307826756167 -0.015632702321131856 -0.0030396328109359508 -0.014948380096603257 -0.034501441982642593 0.0052207337387336879 -0.0055641435482383364 -0.011037482008758244 -0.023183868393820389 -0.021448978288961723 -0.030071261459133615 -0.0016796966993726178 -0.022432461032102918 -0.018608376066235038 -0.022636478254342358 -0.03038882570346052 0.017868467217897293 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34293 internal_count=1325694 673396 387646 285750 652298 183349 204297 180263 148538 640353 128902 105487 11945 64683 57664 83452 55759 118666 61413 16338 51361 65086 47025 27241 44074 71238 637793 68479 50486 34293 cat_boundaries=0 1 2 cat_threshold=2448 612 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=31 num_cat=6 split_feature=109 92 93 92 94 92 93 93 93 52 95 52 94 94 61 136 136 136 54 92 136 31 106 136 136 52 31 83 31 31 split_gain=137898 27940.4 4519.93 3356.9 2406.3 1451.17 673.364 575.358 558.524 557.729 504.15 300.36 276.104 248.297 248.238 244.314 225.141 201.559 190.786 189.969 140.721 138.612 133.643 132.345 129.135 126.526 125.171 118.133 129.85 115.602 threshold=0.99461153149604808 -0.3316215425729751 0.086608152836561217 0.62969839572906505 -0.6561426818370818 0.35256628692150122 -0.83108302950859059 -0.4340702593326568 -0.35634955763816828 13.635000228881838 0.56203401088714611 10.204999923706056 -0.19268313795328137 0.52634719014167797 0.42948064208030706 0 1 2 1.075000047683716 -0.050909370183944695 3 1017.9500122070314 -0.12849295139312741 4 5 0.43500000238418585 1017.2500000000001 286.26667785644537 1019.3500061035157 1019.3500061035157 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 1 2 2 1 1 2 2 2 2 2 left_child=1 4 7 12 6 11 14 16 15 17 -5 24 -2 -11 -1 25 -3 -7 -8 -9 -10 -20 -12 -21 -4 -6 -19 -18 -29 -17 right_child=3 2 5 10 8 9 18 19 20 13 22 -13 -14 -15 -16 29 27 26 21 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.032177471402710912 -0.022465858522473285 -0.025280721432319554 -0.017014722327976226 -0.0045070288986140119 -0.012355685502630208 -0.0083912266111773656 -0.022485022371526067 -0.016074929639846691 -0.022513784735343132 -0.0010540922065082343 0.0027328688303248907 -0.006053773846204355 -0.0055749843935530832 0.004214051986077663 -0.037366032422845155 -0.029152772405109981 -0.012672352740482895 -0.0049968610288422914 -0.031033447735925892 -0.020036283108954504 -0.016080634462558519 -0.023514430946026996 0.016972548028143741 -0.010780069462609577 -0.010120363377389911 -0.023114413563151952 9.1081283147062143e-05 -0.020904983401772312 -0.0096730757355582633 -0.020404443522829496 leaf_weight=37679 3763 13537 7984 2753 3237 22230 10579 33217 12878 46336 1652 62007 6776 43237 59384 35061 8967 26133 40769 4159 26394 7214 637222 58576 47563 17542 22492 19826 2957 4232 leaf_count=37679 3763 13537 7984 2753 3237 22230 10579 33217 12878 46336 1652 62007 6776 43237 59384 35061 8967 26133 40769 4159 26394 7214 637222 58576 47563 17542 22492 19826 2957 4232 internal_value=-7.96174e-06 -0.0158644 -0.0079263 0.016384 -0.0289163 -0.00422561 -0.0327972 -0.0152099 -0.0228368 -0.00113319 0.0168437 -0.00844589 -0.011606 0.00148885 -0.0353519 -0.025868 -0.0198551 -0.00444789 -0.028563 -0.0130175 -0.0182 -0.029903 0.0169357 -0.0113986 -0.0111162 -0.0214281 -0.00264284 -0.0175283 -0.0194472 -0.0282034 internal_weight=1.32636e+06 674190 419221 652166 254969 277982 155625 141239 99344 160428 641627 117554 10539 89573 97063 60072 45287 70855 58562 95952 39272 47983 638874 62735 55547 20779 48625 31750 22783 39293 internal_count=1326356 674190 419221 652166 254969 277982 155625 141239 99344 160428 641627 117554 10539 89573 97063 60072 45287 70855 58562 95952 39272 47983 638874 62735 55547 20779 48625 31750 22783 39293 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=2448 4194 2274 4708 32 96 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=31 num_cat=0 split_feature=110 92 93 94 92 93 95 93 95 92 12 94 52 52 93 52 60 92 16 31 88 92 8 31 52 95 8 31 24 124 split_gain=124478 25314.6 3219.76 3177.86 3027.59 1062.41 909.792 687.033 446.045 409.468 367.854 363.946 264.716 240.417 236.377 218.763 209.679 189.358 168.011 158.969 150.38 145.577 140.507 139.682 124.668 115.372 104.515 103.685 96.6669 95.5723 threshold=0.9941680133342744 -0.16904257982969281 -0.51446658372879017 0.17011433839797976 0.64522656798362743 0.40038435161113745 -0.62978887557983387 -0.35634955763816828 0.77104765176773082 -0.73192805051803578 2.685000061988831 -0.19268313795328137 0.47499999403953558 11.125000000000002 -0.40822693705558771 6.2650001049041757 0.47310328483581549 -0.56327626109123219 13.344999790191652 1017.9500122070314 -0.97334420680999745 0.59951132535934459 9.8499999046325701 1019.2500000000001 0.78499999642372142 -0.20946088433265683 11.050000190734865 1018.8500061035157 216.50000000000003 -0.043617725372314446 decision_type=2 2 2 2 2 2 2 2 2 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 14 13 9 27 -6 16 18 17 -8 23 -2 25 28 24 29 22 -17 -12 -14 -5 -4 -9 -13 -3 -1 -7 right_child=4 3 11 5 8 10 12 15 -10 -11 21 26 19 -15 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.034739147212116711 -0.02160104632385703 -0.020478501377168418 -0.017230221413767573 -0.010843621728660647 -0.0025381485113085342 -0.0095266234470858541 -0.013176905638950888 -0.016120369438146518 0.016103711813691118 -0.026901273434487866 0.00055266674712755356 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threshold=0.98304939270019542 -0.35758313536643976 0.086608152836561217 0.51236543059349071 -0.56388694047927845 0.28622040152549749 -0.78664433956146229 2.3449999094009404 1.0000000180025095e-35 -0.53982865810394276 0 0.49460479617118841 0.49299676716327673 1 -0.050909370183944695 -0.089653410017490373 -0.32861505448818201 14.444999694824221 0.51499998569488536 2 3 1018.4500122070314 4 0.22462122887372973 13.344999790191652 5 1017.9500122070314 1017.9500122070314 1018.5499877929689 2.7050000429153447 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 1 2 1 2 2 1 2 2 2 2 left_child=1 4 9 15 6 17 12 13 -5 22 18 -9 20 -7 -11 -2 -12 28 -6 -8 -1 24 -3 -24 -15 -16 -21 29 -4 -27 right_child=3 2 5 8 10 7 19 11 -10 14 16 -13 -14 21 25 -17 -18 -19 -20 26 -22 -23 23 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.02480886465550082 -0.019363038123131004 -0.028536926279570076 -0.011862572360057439 0.01531138236470834 -0.0094091311305903799 -0.0093711793761722881 -0.021615308350407196 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0.0151644 -0.0138892 -0.0200956 0.000718401 -0.0315609 -0.00458676 -0.0123627 -0.011436 -0.0226928 -0.00853086 -0.0159295 -0.0251066 -0.0295506 -0.0031055 -0.0193246 -0.0180076 -0.0053939 -0.0108298 -0.0271074 -0.0102508 -0.0102681 -0.011778 internal_weight=1.32636e+06 671744 422410 654612 249334 277241 168203 184130 644064 145169 81131 106743 110559 77387 113339 10548 49919 93111 31212 57644 62444 59112 31830 27893 32642 72341 36555 67504 56586 42733 internal_count=1326356 671744 422410 654612 249334 277241 168203 184130 644064 145169 81131 106743 110559 77387 113339 10548 49919 93111 31212 57644 62444 59112 31830 27893 32642 72341 36555 67504 56586 42733 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=2448 2272 2450 6544 32 32 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=31 num_cat=5 split_feature=111 92 93 93 108 92 94 57 60 92 95 92 110 136 12 136 136 52 31 92 31 136 81 31 136 8 31 82 52 106 split_gain=101467 20810.7 2676.44 2666.06 2296.26 772.317 676.288 670.859 408.744 372.449 316.111 244.816 213.205 202.045 181.586 165.01 164.905 160.381 158.803 154.466 153.255 150.15 147.845 140.004 132.933 132.196 135.842 111.855 110.179 109.416 threshold=0.99999991059303295 -0.16904257982969281 -0.51446658372879017 0.27693270146846777 0.98293307423591625 -0.73192805051803578 0.29588635265827185 260.69264221191412 0.37489013373851782 0.48850923776626592 -0.3834239393472671 -0.23477246612310407 0.90116047859191906 0 3.0249999761581425 1 2 4.1349999904632577 1019.3500061035157 0.14996601641178134 1018.7500000000001 3 274.20794677734381 1019.7500000000001 4 10.84999990463257 1018.3500061035157 285.29112243652349 15.59500026702881 -0.58287391066551197 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 1 2 2 2 2 1 2 2 1 2 2 2 2 2 left_child=1 2 5 7 11 8 17 13 16 28 21 -2 -6 -3 -11 -12 -1 -5 -10 -9 22 -4 -15 24 -7 26 -17 -23 -8 -26 right_child=4 3 10 6 12 23 9 19 18 14 15 -13 -14 20 -16 25 -18 -19 -20 -21 -22 27 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.020032079518599075 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28462 5009 40993 8707 11554 21546 35742 5816 internal_value=-6.92117e-06 -0.013556 -0.0236453 -0.00593638 0.0141086 -0.0271635 -0.00204807 -0.0103821 -0.029178 -0.000338621 -0.0171139 -0.00794658 0.0145093 -0.0147131 0.00182786 -0.0147538 -0.0248854 -0.00685672 -0.0309362 -0.00822944 -0.0132877 -0.0203987 -0.0147086 -0.0220989 -0.0229153 -0.0160803 -0.017337 -0.0184073 -0.00317104 -0.0234595 internal_weight=1.32636e+06 676757 291187 385570 649599 189247 205680 179890 135394 151738 101940 11591 638008 59727 85976 59319 39343 53942 96051 120163 48304 42621 38533 53853 48844 47373 38666 29674 65762 46809 internal_count=1326356 676757 291187 385570 649599 189247 205680 179890 135394 151738 101940 11591 638008 59727 85976 59319 39343 53942 96051 120163 48304 42621 38533 53853 48844 47373 38666 29674 65762 46809 cat_boundaries=0 1 2 3 4 5 cat_threshold=96 2064 3472 4196 2048 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=31 num_cat=3 split_feature=111 92 57 108 95 95 92 116 52 92 30 52 52 136 92 31 52 60 4 102 53 88 88 12 136 30 136 108 28 113 split_gain=91574.6 18845.8 3128.46 2072.37 1422.17 950.658 622.586 455.465 380.811 370.277 311.207 289.977 273.906 242.918 220.946 199.505 199.465 196.52 193.247 192.756 164.235 137.8 134.486 132.168 123.911 123.899 118.121 103.804 100.268 95.6995 threshold=0.99999991059303295 -0.40853404998779291 286.23262023925787 0.98293307423591625 -0.5090864598751067 -0.088294569402933107 0.41810996830463415 -0.74892720580101002 0.66500002145767223 0.067289896309375777 1017.2500000000001 5.6549999713897714 15.59500026702881 0 -0.23477246612310407 1018.0499877929689 9.2150001525878924 0.41890108585357672 7.5499999523162851 0.97378492355346691 0.064999999478459372 -0.71400153636932362 -0.6934123933315276 2.1650000810623173 1 1017.2500000000001 2 -0.74641335010528553 1016.4500122070314 -0.9366365075111388 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 1 2 2 2 left_child=1 4 5 14 7 11 16 27 -6 29 17 13 26 -3 -2 18 -4 24 -10 -5 -11 -14 -19 28 -9 -15 -8 -1 -22 -7 right_child=3 2 6 19 8 9 12 10 15 20 -12 -13 21 25 -16 -17 -18 22 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.021201200045547368 -0.016419816087797315 -0.013631329544832663 -0.0083285148313642816 -0.004112858629652388 -0.0099749341574399339 -0.0096385293858740426 -0.0009265227462889209 -0.020029261680618481 -0.023261882924577818 0.00052066578997750194 -0.019312401903785519 -0.010465231903252201 0.0013488356137153692 -0.022106165927630747 -0.0021770212181167238 -0.014607344567790843 -0.0032531630311996283 -0.02332597081924994 -0.015980443891754827 0.01382600451957631 -0.011414077572821986 0.0071624351070862305 -0.029860361255493184 -0.0046635826198376728 -0.02565996725556954 -0.014797375099442699 -0.0063056147584255639 -0.031084418987887004 -0.006630761324765636 -0.013999682773285563 leaf_weight=2806 4372 36266 33786 1501 11414 32672 36894 14956 36132 8533 20221 31404 52598 19181 7219 13791 45334 10039 12185 636507 18682 12643 36516 40043 31333 8311 14105 49967 26491 20454 leaf_count=2806 4372 36266 33786 1501 11414 32672 36894 14956 36132 8533 20221 31404 52598 19181 7219 13791 45334 10039 12185 636507 18682 12643 36516 40043 31333 8311 14105 49967 26491 20454 internal_value=-6.61766e-06 -0.0128783 -0.00670593 0.0134031 -0.0241573 -0.010505 -0.00199919 -0.0267235 -0.018369 -0.00798266 -0.0249333 -0.014398 0.00032953 -0.016335 -0.00754925 -0.0199116 -0.00542045 -0.0261575 -0.0214256 0.0137838 -0.0060928 0.00247545 -0.0284513 -0.00675504 -0.0238506 -0.0198894 -0.00241566 -0.0305589 -0.00860898 -0.0113176 internal_weight=1.32636e+06 676757 437397 649599 239360 242037 195360 165838 73522 146875 113065 95162 116240 63758 11591 62108 79120 92844 48317 638008 93749 65241 46555 85216 46289 27492 50999 52773 45173 53126 internal_count=1326356 676757 437397 649599 239360 242037 195360 165838 73522 146875 113065 95162 116240 63758 11591 62108 79120 92844 48317 638008 93749 65241 46555 85216 46289 27492 50999 52773 45173 53126 cat_boundaries=0 1 2 3 cat_threshold=3984 3472 5905 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=31 num_cat=4 split_feature=109 93 92 92 94 94 53 94 95 95 12 94 52 136 92 136 83 92 136 17 4 89 136 4 8 30 30 30 100 30 split_gain=82599.6 16945 2648.62 2356.17 2187.05 670.873 476.639 371.995 314.775 311.209 292.192 271.878 207.509 178.481 175.743 156.461 160.951 148.923 127.763 125.598 117.456 113.632 113.591 113.046 110.223 138.051 103.724 99.3999 98.7198 85.0757 threshold=0.98304939270019542 -0.23378753662109372 0.1803676784038544 -0.63225647807121266 0.51822742819786083 0.3436740934848786 1.1449999809265139 -0.070959106087684617 -0.30544450879096979 0.72721016407012951 2.6450001001358037 -0.80457210540771473 3.9050000905990605 0 -0.53822827339172352 1 290.03746032714849 -0.48718407750129694 2 13.344999790191652 7.9500000476837167 -0.79138177633285511 3 5.8500001430511483 10.550000190734865 1017.5499877929689 1019.4500122070314 1018.2500000000001 0.3752873837947846 1017.7500000000001 decision_type=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 2 2 2 2 left_child=1 3 7 6 14 12 13 17 15 -6 19 23 22 -1 -2 -5 -17 -3 -10 27 26 -12 -4 29 25 28 -13 -7 -9 -8 right_child=4 2 5 8 9 10 11 24 18 -11 21 20 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.023103205767041928 -0.020191092880332235 -0.017498722021559724 -0.016472202411748602 -0.022547270571853628 -3.0948851910603871e-05 -0.0058684800072385584 -0.029774182430044527 -0.0098855425524003379 -0.010595503776414016 0.013106333252253424 0.00053654688088589336 -0.025444364456798749 -0.0041222840308234301 -0.014409161513805283 -0.0058068738871911961 -0.01215569961940912 -0.018835435003133776 -0.012141764745560557 -0.01567816919630299 0.00031839418140632177 -0.018385526644428798 0.0047117646520638537 -0.0078269767931575043 -0.02518604284793538 -0.0052741154632610747 -0.0074116060329041614 -0.016603113544096864 -0.0013125354762164592 -0.015094942005269021 -0.024209650559126508 leaf_weight=12377 2905 19691 4555 17130 4540 27594 61536 26194 25295 638968 42938 39090 67457 11618 7893 12811 30460 38031 24681 27827 8919 26264 23487 24244 17423 35437 3625 21147 13931 7732 leaf_count=12377 2905 19691 4555 17130 4540 27594 61536 26194 25295 638968 42938 39090 67457 11618 7893 12811 30460 38031 24681 27827 8919 26264 23487 24244 17423 35437 3625 21147 13931 7732 internal_value=-3.82177e-06 -0.0123232 -0.00561596 -0.021729 0.0126392 -0.00236759 -0.0254374 -0.0108163 -0.0160463 0.0130136 -0.000233539 -0.0265165 -0.00562501 -0.0189093 -0.00967668 -0.0184751 -0.0168539 -0.0139692 -0.0131109 -0.00236171 -0.0236043 0.00212115 -0.00923993 -0.0281246 -0.00885912 -0.00968575 -0.0246941 -0.00389182 -0.0116942 -0.029153 internal_weight=1.3258e+06 671494 391976 279518 654306 241269 169141 150707 110377 643508 145770 145146 95499 23995 10798 60401 43271 57722 49976 76568 51634 69202 28042 93512 92985 75562 42715 48741 40125 69268 internal_count=1325800 671494 391976 279518 654306 241269 169141 150707 110377 643508 145770 145146 95499 23995 10798 60401 43271 57722 49976 76568 51634 69202 28042 93512 92985 75562 42715 48741 40125 69268 cat_boundaries=0 1 2 3 4 cat_threshold=612 4192 3472 98 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=31 num_cat=3 split_feature=110 92 94 93 95 92 93 93 52 93 93 95 136 93 52 116 61 16 16 4 31 29 31 136 30 52 8 28 12 136 split_gain=74561.7 15272.6 2787.45 1916.91 1258.27 919.048 470.399 374.028 360.471 339.83 251.569 250.008 186.566 183.008 165.361 150.711 146.934 144.047 136.5 136.365 122.836 122.671 112.031 106.741 105.707 102.536 98.6875 97.654 112.447 94.53 threshold=0.98187518119812023 -0.38306720554828638 0.090828254818916335 0.76006564497947704 -0.62978887557983387 0.29002875089645391 -0.30337931215763086 -0.8452012538909911 0.51499998569488536 0.46911463141441351 -0.27986806631088251 0.6169337034225465 0 -0.015559659805148838 20.375000000000004 -0.62249094247817982 0.48095476627349859 13.344999790191652 14.039999961853029 7.6499998569488534 1018.2500000000001 1017.6499938964845 1018.5499877929689 1 1017.5499877929689 6.2650001049041757 9.8499999046325701 1018.5499877929689 2.4550000429153447 2 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 1 2 2 2 2 2 1 left_child=1 4 6 13 7 17 21 16 -6 25 19 -5 -8 -2 29 -9 -1 22 27 20 -10 23 26 -3 -17 -7 -4 28 -14 -11 right_child=3 2 5 11 8 9 12 15 10 14 -12 -13 18 -15 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.024640342283816789 -0.013254337014170219 -0.013378162813513485 -0.011371266926524693 -0.0028965580368468836 -0.0083737768755162475 -0.0058692841883877106 -0.016769829521024498 -0.025636909051048418 -0.022481180784838559 0.00042014474113686266 -0.01408129793895002 0.012458314470301501 -0.012323529186029058 -0.0014162637711546662 0.0032777563315345409 -0.021137987593669784 -0.028702308863723738 -0.0042680652611998644 -0.0050130190186787214 -0.015240171868683278 -0.015775412741979942 -0.011155243368163129 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93748 177275 83339 641238 104628 13128 95678 61009 89187 96785 96436 58042 46313 48802 63141 36455 44761 81597 41216 78139 55139 48524 internal_count=1325800 671434 427490 654366 243944 274060 153430 150196 93748 177275 83339 641238 104628 13128 95678 61009 89187 96785 96436 58042 46313 48802 63141 36455 44761 81597 41216 78139 55139 48524 cat_boundaries=0 1 2 3 cat_threshold=32 2448 5905 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=31 num_cat=5 split_feature=95 92 94 94 108 93 92 93 93 60 12 136 52 93 94 31 136 52 31 52 136 136 93 92 112 8 56 30 136 30 split_gain=67349.4 14047 1878.51 1787.64 1650.13 607.09 521.991 417.109 334.201 285.97 243.292 192.102 172.71 157.679 149.672 140.697 138.778 133.939 127.586 111.391 110.001 102.113 100.736 95.5686 91.662 88.0259 87.383 87.2303 82.9078 74.7488 threshold=0.99999964237213146 -0.14608868211507794 -0.56388694047927845 0.17832678556442264 0.96759563684463512 0.43778024613857275 -0.67419251799583424 -0.51446658372879017 -0.27986806631088251 0.34734831750392919 2.6450001001358037 0 17.615000724792484 0.43441393971443182 -0.56388694047927845 1019.3500061035157 1 4.8949999809265146 1019.0499877929689 5.4849998950958261 2 3 -0.89206999540328968 0.73207014799118053 -0.88697704672813404 12.550000190734865 286.71548461914068 1016.7500000000001 4 1017.1499938964845 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 1 2 2 2 2 2 2 1 2 left_child=1 2 6 7 14 12 9 28 16 21 19 -9 18 -6 -2 22 -4 -13 25 -7 -10 -1 -11 -12 -8 -5 -19 -18 -3 -22 right_child=4 3 8 5 13 10 24 11 20 15 23 17 -14 -15 -16 -17 27 26 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.015342617616417377 -0.013443789704269819 -0.021944857604786202 -0.013687957471932136 -0.0085661208762452656 -0.006741448403458839 -0.0048271259011069215 -0.014137695177546204 -0.015807695522683806 -0.014843697933917264 -0.026903661932600895 0.0016865299209860185 -0.0095745754713149733 -0.0023196391508997056 0.011846126587342087 -0.0018201110452709349 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0.00277373 -0.0174995 -0.00768028 -0.00605236 -0.0186424 -0.0156559 -0.00995787 internal_weight=1.3258e+06 671534 294954 376580 654266 236950 178555 139630 116399 138416 116687 118330 120263 638132 16134 108338 62212 110838 70515 58442 54187 30078 102898 58245 40139 46815 64344 39720 21300 37298 internal_count=1325800 671534 294954 376580 654266 236950 178555 139630 116399 138416 116687 118330 120263 638132 16134 108338 62212 110838 70515 58442 54187 30078 102898 58245 40139 46815 64344 39720 21300 37298 cat_boundaries=0 1 2 3 4 5 cat_threshold=32 2448 612 3472 96 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=31 num_cat=6 split_feature=95 92 93 94 56 12 92 93 52 31 136 92 136 31 136 110 17 136 92 94 136 52 4 94 109 24 110 56 124 136 split_gain=60783.3 12677.5 1704.38 1616.24 1490.72 517.419 495.433 404.07 232.54 224.688 221.441 218.647 183.309 168.264 157.116 153.757 153.111 150.377 142.759 136.339 136.163 132.441 102.984 97.5373 95.3729 101.171 93.6921 91.855 88.808 79.8502 threshold=0.99999964237213146 -0.14608868211507794 -0.48761244118213648 0.21135016530752185 1.0000000180025095e-35 2.5149999856948857 -0.85587266087532032 -0.51446658372879017 1.6549999713897707 1018.4500122070314 0 0.51236543059349071 1 1019.3500061035157 2 0.89213082194328319 13.344999790191652 3 -0.65322396159172047 -0.46012265980243677 4 4.8949999809265146 5.2500000000000009 0.076101116836071028 -0.53161039948463429 229.50000000000003 0.18185423314571383 284.25770568847662 0.62249094247818004 5 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 1 2 1 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 left_child=1 2 6 7 15 9 8 -3 17 16 23 -7 -9 20 -11 -2 -5 -1 -12 -6 -8 -14 -10 26 -22 -26 -4 -23 -28 -13 right_child=4 3 10 5 19 11 13 12 22 14 18 29 21 -15 -16 -17 -18 -19 -20 -21 24 27 -24 -25 25 -27 28 -29 -30 -31 leaf_value=-0.022087384346547351 -0.00057666955129311048 -0.014818357964721468 -0.0092385841008129962 -0.0075985523179756724 -0.012762397626420025 -0.0015041121388294099 -0.015735393282519435 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240.056 209.194 204.593 201.562 200.92 166.171 159.43 155.486 131.788 123.271 114.25 111.593 110.175 106.684 96.5137 96.3579 96.1478 84.6376 83.9577 80.7828 80.6847 79.3335 threshold=0.98304939270019542 -0.23378753662109372 0.1721398010849953 -0.67419251799583424 0.51822742819786083 0.39138577878475195 1.6950000524520876 0 -0.070959106087684617 1018.1499938964845 -0.12853988260030744 1 2.9650000333786015 0.4251458495855332 2.3349999189376835 7.6499998569488534 13.344999790191652 -0.53822827339172352 1017.7500000000001 233.50000000000003 2 13.344999790191652 -0.63225647807121266 276.42651367187506 3 0.059664566069841392 -0.043617725372314446 7.6499998569488534 13.164999961853029 4 decision_type=2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 left_child=1 3 8 6 17 13 11 25 22 14 -6 -1 16 -4 19 18 26 -2 -8 -9 -15 -21 -3 -17 28 -5 -7 -27 -10 -25 right_child=4 2 5 7 10 12 15 9 24 -11 -12 -13 -14 20 -16 23 -18 -19 -20 21 -22 -23 -24 29 -26 27 -28 -29 -30 -31 leaf_value=-0.019543349759739134 -0.016660730330745981 -0.014907840506527097 -0.0078571528168464647 -0.0062267701108358877 0.00021391997052044032 -0.0072320386600895851 -0.024097642719565989 -0.022181715590049115 -0.011792339522972789 -0.010228789582738634 0.010683086071189601 -0.012181200508111388 0.0028524697005812174 -0.0068194505768378738 -0.010506835827641985 -0.011256472038077545 0.001415230116722805 -0.004613750309284609 -0.018762234278536943 -0.017014112200097253 -0.0023720328295873082 -0.010044283043158292 -0.01022982275509139 -0.02348953237168034 -0.0061712224914705106 -0.014591613637825705 -0.0018716671163592109 -0.0075742631264376957 -0.0064531601562115362 -0.017806091051337691 leaf_weight=27246 2905 14911 24937 12366 4701 8657 78599 8967 17715 20337 638807 14347 45337 17294 11078 3356 29778 7893 11502 42445 71590 6306 42314 11179 60893 9856 46768 7024 11782 14910 leaf_count=27246 2905 14911 24937 12366 4701 8657 78599 8967 17715 20337 638807 14347 45337 17294 11078 3356 29778 7893 11502 42445 71590 6306 42314 11179 60893 9856 46768 7024 11782 14910 internal_value=-3.23407e-06 -0.0100446 -0.00453698 -0.0177682 0.0103019 -0.00189249 -0.0209985 -0.013371 -0.00891464 -0.0146823 0.0106066 -0.0170115 0.000163347 -0.00425032 -0.016001 -0.0223857 -0.00126755 -0.00785477 -0.0234165 -0.0170555 -0.00323839 -0.0161126 -0.0114488 -0.0192314 -0.0073103 -0.00936617 -0.00270892 -0.0116716 -0.00965644 -0.0202572 internal_weight=1.3258e+06 671494 391976 279518 654306 244361 161139 118379 147615 89133 643508 41593 130540 113821 68796 119546 85203 10798 90101 57718 88884 48751 57225 29445 90390 29246 55425 16880 29497 26089 internal_count=1325800 671494 391976 279518 654306 244361 161139 118379 147615 89133 643508 41593 130540 113821 68796 119546 85203 10798 90101 57718 88884 48751 57225 29445 90390 29246 55425 16880 29497 26089 cat_boundaries=0 1 2 3 4 5 cat_threshold=2320 613 2144 612 612 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=31 num_cat=7 split_feature=63 93 94 94 93 88 12 59 54 30 8 30 136 88 136 136 12 110 30 16 112 4 94 107 30 136 88 136 136 136 split_gain=49669.4 10426.5 1456.06 1334.29 1180.47 467.921 401.239 313.324 207.899 205.738 188.738 180.621 176.68 175.849 164.58 146.62 124.121 121.419 121.023 118.893 109.768 107.206 107.192 99.8309 92.9508 90.7641 87.8914 87.1132 75.5604 75.2717 threshold=1.0000000180025095e-35 -0.14634330570697782 -0.53982865810394276 0.27767096459865576 0.9493829905986787 -0.71400153636932362 2.3449999094009404 255.684928894043 2.1550000905990605 1019.2500000000001 11.050000190734865 1018.4500122070314 0 -0.86546784639358509 1 2 2.4150000810623173 0.8835260570049287 1018.2500000000001 13.344999790191652 -0.8703225553035735 5.2500000000000009 -0.30755999684333796 -0.47058540582656855 1016.3500061035157 3 -0.86546784639358509 4 5 6 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 1 2 2 2 2 2 2 2 2 2 1 2 1 1 1 left_child=4 2 5 7 22 20 11 15 12 10 14 19 -7 -8 -4 -3 18 -6 -9 -5 27 -10 -1 26 -17 -13 -16 -2 -23 -22 right_child=1 3 9 6 17 8 13 16 21 -11 -12 25 -14 -15 23 24 -18 -19 -20 -21 29 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01073280742615359 -0.015140927428145757 -0.016365045132349258 -0.0089461566601237285 -0.0072829678209110878 0.00012983672655546405 -0.020619588821115444 -0.0014053909493979271 -0.0086927600836390079 -0.023377489395328455 -0.0074665597040525838 -0.0078798131650994613 -0.0057152485124308773 -0.014014067859927832 0.0025726212090450458 -0.013514277359326074 -0.011230025080614056 -0.0037689170769605301 0.010165949630955462 -0.0048724625941680786 -0.0019307944825424457 -0.021929299547519262 -0.021640598065496799 -0.0014171219677701376 -0.0071686974040641675 -0.006059953150626303 9.9398678904047955e-05 -0.017391862342554302 -0.008130056371023214 -0.01634962063163382 -0.015717535178889481 leaf_weight=4414 10244 9304 13077 35836 3028 25369 51617 48653 61665 20008 14677 8623 17243 60160 26636 23724 43076 636768 36122 14605 6251 19561 10279 3694 13722 30157 32378 7978 10952 25464 leaf_count=4414 10244 9304 13077 35836 3028 25369 51617 48653 61665 20008 14677 8623 17243 60160 26636 23724 43076 636768 36122 14605 6251 19561 10279 3694 13722 30157 32378 7978 10952 25464 internal_value=-2.84273e-06 -0.00956412 -0.0165956 -0.00403778 0.00979666 -0.0193112 -0.00126024 -0.00723525 -0.0208429 -0.0120547 -0.0130695 -0.00376069 -0.0179548 0.000735633 -0.0140745 -0.010738 -0.00595445 0.0101185 -0.00706496 -0.00573327 -0.0151768 -0.022178 -0.0042157 -0.0151402 -0.00933297 -0.00119498 -0.0156417 -0.0120842 -0.019754 -0.0169537 internal_weight=1.32528e+06 670796 295197 375599 654489 184727 200998 174601 134790 110470 90462 89221 42612 111777 75785 46750 127851 639796 84775 50441 49937 92178 14693 62708 37446 38780 59014 18222 30513 31715 internal_count=1325285 670796 295197 375599 654489 184727 200998 174601 134790 110470 90462 89221 42612 111777 75785 46750 127851 639796 84775 50441 49937 92178 14693 62708 37446 38780 59014 18222 30513 31715 cat_boundaries=0 1 2 3 4 5 6 7 cat_threshold=612 2064 96 2272 4324 4709 96 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=31 num_cat=4 split_feature=93 94 108 56 56 52 60 95 136 95 95 136 28 16 136 52 28 12 88 81 30 136 56 31 100 21 30 4 53 39 split_gain=44842.3 6536.04 4560.76 1093.2 1063.57 620.289 327.123 235.775 195.957 195.271 193.755 164.304 156.934 144.482 139.324 132.633 131.781 134.148 130.094 127.41 112.05 107.986 101.008 98.1702 105.962 107.578 87.5944 83.5223 78.1837 77.2423 threshold=0.52197676897048961 -0.30755999684333796 0.96759563684463512 274.01527404785162 237.34967041015628 7.555000066757203 0.36935018002986914 0.011015259195119144 0 0.44840033352375036 -0.18768817931413648 1 1020.4500122070314 14.039999961853029 2 0.11499999836087228 1017.6499938964845 2.9650000333786015 -0.42390590906143183 292.68423461914068 1017.0499877929689 3 307.23014831542974 1018.4500122070314 0.28236749768257147 7.3750000000000009 1016.3500061035157 7.7500000000000009 0.42499999701976782 16.750000000000004 decision_type=2 2 2 2 2 2 2 2 1 2 2 1 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 4 5 10 6 7 11 21 -5 -4 26 28 18 16 29 -12 17 -10 -8 -16 -21 -2 -7 24 -17 -26 -3 -9 -1 -6 right_child=2 3 9 8 14 22 12 27 13 -11 15 -13 -14 -15 19 23 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0038975928439932647 -0.019894186004417846 -0.01359023831529361 -0.0022757085223379654 -0.0068065044535125163 -0.013549738442298004 0.00010914046053401103 -0.018750124251749975 -0.0050457842334217075 -0.0065991634668890829 0.0096293661099793315 -0.0014646789091291162 -0.017636708825133064 -0.010935538983528781 -0.00011489871148266035 -0.0070788839056665975 -0.0077697924264463472 -0.001698070236852823 -0.0010691937090239855 -0.022098653178023842 -0.013852634042533358 -0.0074401250982210334 -0.0084184147953549251 0.0040663709704467773 -0.0060694306168085077 -0.010070468741816548 -0.017509173858842722 -0.0091426304856994153 0.00012544180934431618 -0.013194778375708663 -0.021375929049830465 leaf_weight=2597 2357 29587 3463 34339 12098 33854 52818 17950 43400 641520 7249 36972 4367 41613 19610 28308 49893 14675 64339 25267 9327 16163 30793 26560 15901 7000 17689 13820 17492 4264 leaf_count=2597 2357 29587 3463 34339 12098 33854 52818 17950 43400 641520 7249 36972 4367 41613 19610 28308 49893 14675 64339 25267 9327 16163 30793 26560 15901 7000 17689 13820 17492 4264 internal_value=-2.76289e-06 -0.0106658 0.00793028 -0.00589372 -0.0167223 -0.00124562 -0.0187758 -0.0054102 -0.00340036 0.00956545 -0.00936008 -0.0156528 -0.0202421 -0.00261779 -0.0115253 -0.00793319 -0.00358269 -0.00520179 -0.020589 -0.0102967 -0.0121237 -0.0098942 0.00199407 -0.00853613 -0.0098155 -0.0123442 -0.0119261 -0.00279629 -0.0119869 -0.0155798 internal_weight=1.32528e+06 565365 759920 316214 249151 114937 178585 50290 183920 644983 132294 57061 121524 149581 70566 85018 107968 58075 117157 54204 34594 18520 64647 77769 51209 22901 47276 31770 20089 16362 internal_count=1325285 565365 759920 316214 249151 114937 178585 50290 183920 644983 132294 57061 121524 149581 70566 85018 107968 58075 117157 54204 34594 18520 64647 77769 51209 22901 47276 31770 20089 16362 cat_boundaries=0 1 2 3 4 cat_threshold=2144 3472 96 96 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=31 num_cat=5 split_feature=92 92 109 93 60 95 95 24 52 52 31 94 29 136 109 60 136 30 4 124 31 95 4 4 136 16 52 92 136 136 split_gain=40603.8 5719.61 4613.44 899.086 728.286 648.357 267.501 255.536 222.523 220.46 190.546 180.652 160.539 160.21 151.101 133.308 133.29 129.74 115.21 96.9309 93.4406 81.4961 80.4849 79.2719 76.0189 74.9308 72.4799 70.5104 68.6919 65.078 threshold=0.48071080446243292 -0.48718407750129694 0.96752718091011058 -0.015559659805148838 0.42731185257434851 -0.48375479876995081 -0.33018298447132105 214.50000000000003 0.89499998092651378 15.275000095367433 1017.9500122070314 0.76570391654968273 1018.8500061035157 0 -0.054515648633241647 0.3411176353693009 1 1018.5499877929689 7.6499998569488534 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206013 113523 645391 114284 115762 86665 98872 28031 98612 51450 87939 39245 90251 58634 64928 14070 48518 13530 74030 77062 27619 internal_count=1325285 547318 777967 320297 132576 227021 44637 162041 64980 206013 113523 645391 114284 115762 86665 98872 28031 98612 51450 87939 39245 90251 58634 64928 14070 48518 13530 74030 77062 27619 cat_boundaries=0 1 2 3 4 5 cat_threshold=96 32 96 1296 224 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=31 num_cat=4 split_feature=93 56 111 95 57 95 52 116 56 30 52 29 12 94 136 94 8 4 31 8 60 17 136 109 136 57 136 54 12 31 split_gain=36620.8 5034.34 4166.63 771.697 728.061 531.275 325.86 232.283 184.461 181.931 165.76 155.862 158.603 147.1 135.188 134.061 119.993 113.699 95.4204 91.6542 80.9708 78.3166 77.972 88.0738 74.5376 68.6705 65.8593 65.5595 63.1219 61.909 threshold=0.4814887940883637 243.47608947753909 0.96728342771530162 -0.5090864598751067 270.35246276855474 0.027121404185891155 0.51499998569488536 -0.74892720580101002 284.58514404296881 1017.2500000000001 14.994999885559084 1018.6499938964845 2.495000004768372 0.83504733443260204 0 -0.40899443626403803 11.050000190734865 5.4500000476837167 1016.7500000000001 9.4499998092651385 0.36738634109497076 14.039999961853029 1 0.19249305874109271 2 217.93222808837893 3 3.0049999952316289 2.2350000143051152 1020.9500122070314 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 1 2 1 2 2 2 left_child=1 3 5 7 11 15 -5 -1 21 16 19 12 14 -4 -3 -2 22 18 -8 29 -10 -6 -9 -24 -13 -16 -19 -25 -17 -7 right_child=2 4 13 6 8 10 17 9 20 -11 -12 24 -14 -15 25 28 -18 26 -20 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.020032436178764226 -0.012164507705864757 -0.0085846239384604443 0.00052299831929394274 -0.0046392040545856104 -0.0062250691146194274 -0.004499252874221777 -0.016420223864503657 -0.019233043227461319 -0.0075329753150740588 -0.011616159767925014 0.0024878342092172156 -0.0081967573856015722 -0.0053122475829854689 0.0087078824266131338 -0.016748858556335983 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threshold=0.49708364903926855 240.87440490722659 1.0000000180025095e-35 0.041519112884998328 0.42731185257434851 -0.48375479876995081 -0.14643606543540952 -0.87012585997581471 1.2749999761581423 277.66273498535162 -0.27986806631088251 0 283.27940368652349 0.89213082194328319 0.3644301444292069 11.050000190734865 1 1017.7500000000001 2 1.2649999856948855 13.344999790191652 9.0500001907348651 14.039999961853029 -0.8703225553035735 3 4 2.7649999856948857 267.50000000000006 1017.1499938964845 5 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 1 1 2 2 2 1 left_child=1 5 13 10 6 7 24 14 16 25 23 -9 -13 -2 -1 17 -7 -10 -6 -14 21 28 29 -3 -4 -5 -8 -24 -11 -12 right_child=2 3 4 9 18 8 26 11 15 20 22 12 19 -15 -16 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.014808911280936345 0.00092711315618001361 -0.0086356335882942694 -0.018663952715093649 -0.0081224754656385647 0.0035571951621906107 -0.010100587262698106 -0.0042324019039053076 -0.017720171073743553 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120.187 125.014 114.114 102.409 97.2896 88.9426 87.2255 81.1791 67.0239 75.3627 73.2482 65.738 65.5284 64.9394 74.6161 63.1702 62.4045 61.1536 threshold=0.49860416352748876 -0.43500389158725733 0.95120280981063854 265.80549621582037 0.25504356622695928 -0.80457210540771473 0.24729001522064212 1016.8500061035157 2.4550000429153447 0.40290760993957525 0.84499999880790722 0.9227779507637025 1017.0499877929689 8.4499998092651385 3.1250000000000004 -0.88697704672813404 12.50999975204468 13.344999790191652 1.5349999666213991 1020.4500122070314 9.9499998092651385 1018.1499938964845 -0.92890483140945423 203.71314239501956 11.449999809265138 14.039999961853029 11.050000190734865 -0.19936034083366391 11.250000000000002 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=1 5 4 7 28 9 17 8 15 18 -7 -4 13 -12 16 24 -6 20 -1 23 21 22 -5 -11 29 26 -8 -9 -2 -3 right_child=2 3 11 6 14 10 25 27 -10 19 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 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45596 52086 642272 22490 10951 27422 31874 28440 36745 30610 2031 13918 20781 11305 28960 3124 31854 18507 35806 2750 3535 internal_value=-1.39601e-06 -0.00885384 0.00638476 -0.00514697 -0.000936471 -0.0143567 -0.00346812 -0.00820191 -0.00961561 -0.0162217 -0.0121386 0.00779166 -0.0129965 -0.014116 0.000796729 -0.0108349 -0.000370513 -0.0053115 -0.0138942 -0.0175876 -0.00643665 -0.00728906 -0.00892081 -0.0178563 -0.00860454 -0.00183198 -0.00257863 -0.00578723 -0.00563231 -0.00773378 internal_weight=1.32635e+06 555845 770509 332119 124200 223726 214332 117787 74292 121535 102191 646309 85527 63037 90717 59463 63295 100783 44948 76587 64038 50120 29339 74556 27589 113549 81695 43495 33483 24465 internal_count=1326354 555845 770509 332119 124200 223726 214332 117787 74292 121535 102191 646309 85527 63037 90717 59463 63295 100783 44948 76587 64038 50120 29339 74556 27589 113549 81695 43495 33483 24465 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=31 num_cat=5 split_feature=92 93 109 56 60 95 95 136 53 30 136 136 95 16 53 4 30 82 76 30 124 31 12 88 83 112 136 136 4 111 split_gain=27118.8 3654 3237.89 671.095 495.636 429.217 187.332 165.132 160.303 156.852 125.925 120.827 119.528 111.659 108.959 108.735 105.691 126.937 108.438 103.507 95.6238 95.0659 82.3441 81.7876 76.529 74.0463 67.555 64.1831 61.8578 53.8065 threshold=0.45626822113990789 -0.4340702593326568 0.96752718091011058 270.45660400390631 0.42731185257434851 -0.67250570654869068 -1.0000000180025095e-35 0 0.46500000357627874 1019.5499877929689 1 2 0.44840033352375036 13.344999790191652 3.3649998903274541 7.9500000476837167 1017.2500000000001 286.28167724609381 23.035000801086429 1020.9500122070314 -1.0000000180025095e-35 1018.4500122070314 2.3750000000000004 -0.7465946078300475 273.53334045410162 -0.84335932135581959 3 4 6.5499999523162851 -0.40464729070663447 decision_type=2 2 2 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 left_child=1 5 4 7 6 9 26 23 -7 10 25 -5 -4 21 28 19 17 -9 -19 29 -6 22 -13 -3 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10374 33898 48792 17364 33543 7439 53952 leaf_count=18412 2556 34706 3842 40459 12579 7255 26328 24232 3356 7286 21302 26330 642213 57762 2400 15196 29449 28943 7194 4704 50896 30532 23060 10374 33898 48792 17364 33543 7439 53952 internal_value=-1.32619e-06 -0.00866898 0.00589592 -0.00518024 -0.000904529 -0.0135447 -0.00516404 -0.00784061 -0.0107316 -0.0152476 -0.0156411 -0.00316568 0.00740395 -0.00245918 -0.0140584 -0.0113993 -0.00659828 -0.00779696 -0.00967444 -0.0123281 0.00112596 -0.00366986 -0.00502569 -0.0103121 -0.0158816 -0.0171682 -0.00882246 0.00173183 -0.0117606 -0.0129134 internal_weight=1.32635e+06 537033 789321 313041 143266 223992 46248 134898 84463 139529 132243 178143 646055 137684 65039 77208 89818 60369 36137 62012 97018 79922 49390 45080 36298 67204 19920 84439 28741 57308 internal_count=1326354 537033 789321 313041 143266 223992 46248 134898 84463 139529 132243 178143 646055 137684 65039 77208 89818 60369 36137 62012 97018 79922 49390 45080 36298 67204 19920 84439 28741 57308 cat_boundaries=0 1 2 3 4 5 cat_threshold=612 612 2144 96 1297 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=31 num_cat=6 split_feature=95 92 109 93 136 93 12 93 30 93 20 16 92 52 136 30 92 111 8 136 31 136 12 53 136 83 136 24 114 53 split_gain=24482.7 4290.01 1826.61 761.607 356.724 283.811 256.227 196.455 149.459 144.436 130.378 116.092 114.952 100.502 97.5687 96.8975 91.6749 89.5854 84.6904 82.473 76.9807 80.8707 75.4865 71.5684 70.7958 69.7005 65.3334 63.2432 59.1126 57.9647 threshold=0.59738135337829601 -0.43500389158725733 0.93643558025360119 -0.015559659805148838 0 0.25116476416587835 2.2350000143051152 -0.85735636949539173 1018.2500000000001 -0.76989343762397755 6.2149999141693124 13.344999790191652 0.74109247326850902 12.454999923706056 1 1019.9500122070314 0.26263277232646948 0.22623882442712787 8.4499998092651385 2 1016.5499877929689 3 2.495000004768372 2.7150000333786015 4 283.27940368652349 5 253.50000000000003 -0.86159634590148915 0.57499998807907116 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 1 2 1 2 2 2 left_child=1 4 5 9 10 19 8 23 11 26 29 24 -4 -7 -10 18 -8 -12 -9 -2 22 -22 -11 -6 -5 -20 -3 -13 -21 -1 right_child=2 3 12 6 7 13 16 15 14 20 17 27 -14 -15 -16 -17 -18 -19 25 28 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0032168490524574519 -0.011006654854138809 -0.016490338567649795 -0.00065977638295908799 -0.011656546652461804 -0.014108991076826772 -0.00091215488813242208 -0.0030833643847559731 -0.013917854716809244 -0.0048561362377215634 -0.0089809504770923705 -0.0073590999861253342 -0.01244930901413379 0.0070995723556010878 0.0032748987743221481 -0.00054109464437276174 -0.0064719972006345439 -0.00023465415767642893 -0.013255754131444581 -0.0022541533504431477 -0.00039346723288451613 -0.007533400374100609 -0.0031054091919312798 -0.0043478858536397666 -0.017067262322505741 -0.0063642539131870506 -0.01121084610020761 -0.0097860340882693301 -0.002074893692143883 -0.0056103258254389578 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595750 730604 371546 224204 85271 255083 162709 125107 116463 61495 71120 645333 57417 53987 77719 129976 34363 71382 27854 94198 41686 52512 84990 48969 17849 22265 22151 23263 27132 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=6544 2276 98 224 98 96 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=31 num_cat=8 split_feature=94 92 108 93 95 52 12 60 29 136 136 54 30 82 95 80 136 16 136 136 8 30 136 136 92 113 136 8 4 111 split_gain=22246.6 3223.07 2436.69 512.027 328.569 324.037 157.399 143.583 135.475 123.544 112.517 116.058 112.474 110.152 94.5781 90.676 105.081 87.8101 86.3592 82.2272 79.5165 72.1734 66.5143 65.3329 62.358 60.9476 59.369 58.5376 57.5765 52.45 threshold=0.47491241991519934 -0.43500389158725733 0.95120280981063854 -0.049799980595707886 -0.7661570906639098 10.034999847412111 2.3549998998641972 0.33013805747032171 1016.7500000000001 0 1 3.2549999952316289 1016.8500061035157 258.52030944824224 0.45238484442234045 273.58210754394537 2 13.344999790191652 3 4 8.2500000000000018 1021.7500000000001 5 6 0.65567302703857433 -0.82409480214118946 7 13.949999809265138 6.1499998569488534 0.025218760594725612 decision_type=2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 1 2 1 1 2 2 1 1 2 2 1 2 2 2 left_child=1 4 5 12 10 9 8 26 17 -2 25 28 13 -3 -4 16 -9 22 -10 -15 -11 27 -5 -14 -7 -1 -6 -17 -12 -13 right_child=2 3 14 6 7 24 -8 15 18 20 11 29 23 19 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01320352686429601 -0.0088088149341134202 -0.0048163007025461453 -0.0011848752239133676 -0.0055703574517579953 -0.011179364581117195 0.00069749039700738784 -0.0015428410430652379 -0.011502931363227683 -0.0047619363276778272 -0.0041631797226377608 -0.011444797487880579 -0.0064209185239554713 -0.0071947707292296771 -0.0076859003198311128 0.0067296304352678464 -0.013166046652995337 -0.0041181779282643991 -0.0029830833517783721 -0.0012113296932621661 -0.011704949751100166 -0.00036493085408971466 -0.0038028774456121436 -0.0096617596156142408 -0.0031676149672773507 0.004009858271017735 -0.016612285659105549 -0.0059006080444974542 -0.0020987756637552203 -0.0060724346064308862 -0.014906652379196956 leaf_weight=18621 8734 14515 3797 23315 7183 50381 89288 12221 30988 29894 17295 1931 21628 25058 642820 50076 8011 16267 38319 26330 25562 2276 17488 18952 19790 44332 21087 1224 7008 31963 leaf_count=18621 8734 14515 3797 23315 7183 50381 89288 12221 30988 29894 17295 1931 21628 25058 642820 50076 8011 16267 38319 26330 25562 2276 17488 18952 19790 44332 21087 1224 7008 31963 internal_value=-1.23333e-06 -0.00775019 0.00541005 -0.00455053 -0.0123677 -0.000716811 -0.00314985 -0.0102779 -0.00428524 -0.00328411 -0.0141285 -0.0125303 -0.00738739 -0.00866254 0.00668316 -0.0114385 -0.00858661 -0.00608929 -0.00279971 -0.00974894 -0.00241197 -0.0125154 -0.00732765 -0.00531653 0.00163166 -0.0156015 -0.00724791 -0.012902 -0.00989563 -0.0144232 internal_weight=1.32635e+06 545376 780978 322148 223228 134361 215665 102078 126377 64190 121150 58197 106483 65903 646617 73808 20232 57070 69307 51388 55456 53576 40803 40580 70171 62953 28270 51300 24303 33894 internal_count=1326354 545376 780978 322148 223228 134361 215665 102078 126377 64190 121150 58197 106483 65903 646617 73808 20232 57070 69307 51388 55456 53576 40803 40580 70171 62953 28270 51300 24303 33894 cat_boundaries=0 1 2 3 4 5 6 7 8 cat_threshold=98 612 224 2276 7568 7552 230 4192 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=31 num_cat=6 split_feature=94 92 109 93 136 53 53 92 31 111 136 4 136 31 112 81 92 4 77 136 4 29 124 29 136 92 12 52 24 136 split_gain=20077.8 2908.81 2205.3 462.125 305.454 267.318 214.475 149.229 145.548 113.047 111.692 109.805 106.832 105.324 104.587 100.635 93.405 82.2852 80.8981 77.53 76.2722 80.2797 74.9857 71.7791 71.4391 61.9504 60.2301 59.7872 56.3135 54.6903 threshold=0.47491241991519934 -0.43500389158725733 0.93643558025360119 -0.049799980595707886 0 10.72499990463257 2.4750000238418584 0.13691522181034091 1019.3500061035157 0.20111215859651568 1 5.9500000476837167 2 1017.3500061035157 -0.87878364324569691 263.99182128906256 0.47251199185848242 9.8499999046325701 27.935000419616703 3 11.550000190734865 1020.8500061035157 0.62249094247818004 1016.2500000000001 4 0.69694676995277416 2.7050000429153447 1.5349999666213991 242.50000000000003 5 decision_type=2 2 2 2 1 2 2 2 2 2 1 2 1 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 left_child=1 4 5 13 8 10 11 -5 14 -8 -2 24 -9 15 -1 19 -4 28 27 -3 21 -12 -11 26 -6 -7 -14 -16 -17 -15 right_child=2 3 16 7 6 25 9 12 -10 22 20 -13 23 29 18 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011222822683035044 -0.010526387067578642 -0.0094423830028059486 -0.0013262572708796841 -0.0049537473546300767 -0.0026422843757293521 0.00065753575907104376 -0.0059691767319140871 -0.0049856821168620547 -0.0075624779675183031 -0.014281700677235436 -0.0039327768005335585 -0.0027849064264904759 -0.0043240507491418816 -0.0069575079133338538 -0.012304386231373653 -0.015770942910094312 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143.609 127.557 125.159 124.981 106.994 104.359 103.718 105.585 95.1932 88.1347 80.3878 74.0652 68.9034 66.9521 86.4667 63.4958 61.3787 60.3725 86.663 60.0577 57.3238 53.9889 49.2165 threshold=0.52844977378845226 -0.35810033977031702 0.74979540705680858 0.051774643361568458 -0.78217732906341542 11.795000076293947 0 283.27940368652349 0.60312169790267955 1020.9500122070314 1 2.7150000333786015 2 9.3499999046325701 13.344999790191652 3 9.2500000000000018 4 16.94999980926514 1017.3500061035157 0.074999999254941954 1017.7500000000001 12.449999809265138 -0.87878364324569691 1017.1499938964845 0.32796296477317816 8.0500001907348651 -0.91702514886856068 286.50000000000006 0.026175950653851036 decision_type=2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 15 11 16 18 17 -4 22 -5 12 -1 14 19 27 20 -8 -6 -12 -2 -22 23 -9 25 -17 -27 -3 -16 -15 right_child=2 3 8 10 6 -7 7 9 -10 -11 13 -13 -14 29 28 24 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 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13952 20088 21740 18346 14583 7778 34032 22285 13482 6019 43366 27774 21478 7649 17466 36053 42204 internal_value=1.49761e-05 -0.00640449 0.0048272 -0.00351026 -0.0104103 -0.000830783 -0.00828402 -0.00727035 0.00568158 -0.00843253 -0.00202162 -0.0123264 -0.010597 -0.00157289 -0.00236235 -0.00605506 -0.00285469 -0.00367682 -0.0115136 -0.00364077 -0.00425418 -0.00467504 -0.00896711 -0.00949753 -0.00501762 -0.00604195 -0.00782494 -0.00794603 -0.00074095 0.000217101 internal_weight=1.32586e+06 568066 757795 329789 238277 99418 112945 86008 658377 65005 208072 125332 52194 183500 127344 121717 55520 21003 26937 71203 37174 35767 61362 55343 78641 50867 29127 43076 56141 56156 internal_count=1325861 568066 757795 329789 238277 99418 112945 86008 658377 65005 208072 125332 52194 183500 127344 121717 55520 21003 26937 71203 37174 35767 61362 55343 78641 50867 29127 43076 56141 56156 cat_boundaries=0 1 2 3 4 5 cat_threshold=96 96 612 612 1795 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=31 num_cat=7 split_feature=94 93 63 92 92 12 28 8 112 136 53 29 136 136 16 8 28 12 136 136 111 52 136 67 54 24 29 8 136 4 split_gain=14803.8 2108.15 1640.78 359.768 311.352 225.023 146.632 125.258 129.192 112.508 103.158 101.646 94.8703 85.3404 77.8306 91.2813 78.8498 77.2641 74.9467 73.17 76.4541 64.5165 63.9232 60.9722 60.698 56.5575 50.6601 50.9521 45.9192 45.5219 threshold=0.46290451288223272 -0.27986806631088251 1.0000000180025095e-35 -0.82903259992599476 -0.050909370183944695 2.1250000000000004 1020.2500000000001 11.550000190734865 -0.88697704672813404 0 2.1550000905990605 1017.4500122070314 1 2 14.039999961853029 9.8499999046325701 1017.4500122070314 3.1450001001358037 3 4 0.18491792678833011 3.7549999952316289 5 35.655000686645515 1.5049999952316286 289.50000000000006 1016.7500000000001 8.7500000000000018 6 4.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 1 1 2 2 2 2 1 1 2 2 1 2 2 2 2 2 1 2 left_child=1 3 -2 10 18 11 7 8 12 21 13 22 -5 -1 15 16 -11 23 26 -10 -21 -6 -4 -7 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11706 37720 21599 15443 6944 16312 30059 leaf_count=22713 643396 14337 3983 19446 6590 45404 12873 14252 14172 49506 49875 7205 20544 14211 22997 35830 45513 33545 45658 4656 12612 21980 24780 11706 37720 21599 15443 6944 16312 30059 internal_value=1.42158e-05 -0.00636405 0.00439057 -0.00968852 -0.0034257 -0.000455198 -0.00794298 -0.00847271 -0.00904834 -0.0023781 -0.0117241 -0.00306761 -0.00678615 -0.00953832 -0.0019039 -0.00251882 -0.00332977 0.00105136 -0.00602004 -0.0103564 -0.00952283 -0.00528757 -0.00506113 -6.73592e-05 -0.0100916 -0.000100113 -0.00770315 -0.00928721 -0.000629392 -0.0127338 internal_weight=1.32586e+06 539530 786331 253133 286397 142935 136275 123402 109150 204015 116858 52280 39990 36924 175445 130849 95019 90655 82382 69160 54988 28570 28763 57110 50332 44596 36724 21281 23517 79934 internal_count=1325861 539530 786331 253133 286397 142935 136275 123402 109150 204015 116858 52280 39990 36924 175445 130849 95019 90655 82382 69160 54988 28570 28763 57110 50332 44596 36724 21281 23517 79934 cat_boundaries=0 1 2 3 4 5 6 7 cat_threshold=96 228 612 613 96 98 2274 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=31 num_cat=8 split_feature=95 93 92 92 92 56 31 136 93 76 112 60 16 31 136 30 12 16 136 53 12 136 136 76 136 116 136 133 116 136 split_gain=13414.2 2071.81 1302.1 367.037 275.473 167.679 138.964 116.183 107.125 97.5638 93.527 91.8324 79.5339 78.1816 83.3594 77.516 75.8128 78.4281 71.1112 70.2632 67.132 59.692 59.6392 57.7901 54.141 51.5739 50.5379 45.0299 43.0087 42.8652 threshold=0.49985507130622869 -0.35634955763816828 0.74979540705680858 -1.0000000180025095e-35 -0.82903259992599476 271.30888366699224 1017.0499877929689 0 0.65606445074081432 22.73499965667725 -0.85260769724845875 0.52346339821815502 13.344999790191652 1020.0499877929689 1 1017.0499877929689 2.9650000333786015 13.344999790191652 2 1.5349999666213991 2.5349999666213994 3 4 28.535000801086429 5 0.28400452435016638 6 1017.6499938964845 -0.3172925859689712 7 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 1 1 2 1 2 1 2 2 1 left_child=1 4 5 13 11 22 9 24 -4 10 21 19 23 14 -3 16 17 27 -8 26 -16 -6 -2 -7 -5 -17 -1 -9 -19 -21 right_child=2 3 8 7 6 12 18 15 -10 -11 -12 -13 -14 -15 20 25 -18 28 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0094794650196906183 -0.0017460115545539973 -0.0047911146742558273 -0.00016835821823363029 -0.0089058312098852944 -0.004172407440251308 -0.0016070703763250305 -0.0072513818462676561 -0.0052481686982802844 0.0052058018793081969 -0.0043353177447384922 -0.010819146968029748 -0.013193939487073078 0.0024627247797972588 -0.0027878303760900912 -0.0087935355647124191 -0.0023310876788001536 -0.00026491959493665595 -0.013363588490038481 -0.0026127335344458395 -0.0090349153513328631 -0.0033676414043087195 -0.0088425303724700959 -0.0063182830627538829 0.0025424907467768822 -0.0036829298443423401 0.00034139264891446393 -0.0040113731124610148 0.0019949371317555726 -0.00041189803498744573 -0.012000940273078039 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769961 318784 237116 110641 122622 214881 659320 89438 78772 114494 82071 103903 85174 169389 82589 57931 33184 75894 42483 31012 28570 52000 45492 86800 18472 39521 18410 57422 cat_boundaries=0 1 2 3 4 5 6 7 8 cat_threshold=2144 7568 226 2818 2448 32 628 7568 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=31 num_cat=6 split_feature=92 94 109 93 60 93 95 136 82 30 95 136 61 124 30 76 94 31 30 136 31 136 99 96 136 52 116 53 136 88 split_gain=12115.6 1634.1 1375.13 314.099 286.635 225.994 116.36 116.179 131.408 93.9372 79.3879 79.2506 79.1479 74.8389 71.1102 66.8816 64.4063 58.4006 56.0765 50.9032 49.1106 47.4479 45.1766 44.8795 43.5222 48.1127 43.4303 41.7216 39.3933 39.3841 threshold=0.44823037087917333 -0.48599891364574427 0.95118892192840587 0.0052789789624512204 0.39649918675422674 -0.85735636949539173 -0.33018298447132105 0 281.12159729003912 1022.3500061035157 0.13127645105123523 1 0.32803790271282202 -1.0000000180025095e-35 1016.2500000000001 24.295000076293949 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533226 792635 320253 145484 212973 41584 110774 83129 66426 192538 127715 102199 103900 93632 50807 647151 86149 64827 90226 125072 16703 27645 42699 56766 26392 24863 28056 67466 80419 internal_count=1325861 533226 792635 320253 145484 212973 41584 110774 83129 66426 192538 127715 102199 103900 93632 50807 647151 86149 64827 90226 125072 16703 27645 42699 56766 26392 24863 28056 67466 80419 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=96 2320 1297 128 7568 32 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=31 num_cat=6 split_feature=94 93 63 92 95 52 54 8 136 16 8 113 4 28 29 112 76 30 136 93 24 60 136 136 8 82 136 28 136 28 split_gain=11098.3 1549.85 1225.86 325.034 202.191 186.808 102.796 98.8102 93.7426 89.5043 83.3438 79.6955 78.2503 75.2008 72.7307 72.3889 72.7589 72.0058 67.4441 56.3592 55.0233 51.7318 50.5687 49.0622 47.8051 47.0282 51.3689 45.2702 44.8568 42.6761 threshold=0.4513788521289826 -0.4340702593326568 1.0000000180025095e-35 -0.050909370183944695 -0.82852661609649647 9.2150001525878924 0.84499999880790722 8.0500001907348651 0 14.039999961853029 10.550000190734865 -0.84335932135581959 6.9500000476837167 1017.6499938964845 1014.6499938964845 -0.9099266231060027 23.035000801086429 1020.8500061035157 1 0.72715526819229137 283.50000000000006 0.36738634109497076 2 3 6.8500001430511483 288.97767639160162 4 1021.7500000000001 5 1021.8500061035157 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 1 2 1 2 left_child=1 4 -2 15 11 7 -6 22 -5 10 13 28 14 21 -8 23 17 -17 -9 -7 -11 -10 -4 -3 -13 -14 -27 -16 -1 -24 right_child=2 3 5 8 6 19 12 18 9 20 -12 24 25 -15 27 16 -18 -19 -20 -21 -22 -23 29 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0050120047972634953 0.0046941747287999845 -0.0056806085452005871 -0.010053334703868724 -0.0079437195564665084 -0.0037137595161713661 0.00069874473618013969 -0.010428107167339785 0.001092750279943232 -0.0073637048940039702 -0.0022308776347426305 -0.00041768710606280624 -0.011866082501982369 -0.0016361257203860156 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48.4727 47.4896 55.269 44.5044 43.7261 43.3216 threshold=0.49985507130622869 -0.30755999684333796 0.66727203130722057 0.067289896309375777 228.76536560058597 15.59500026702881 1.6549999713897707 0.79850482940673839 0 1021.6499938964845 1015.7500000000001 1 2 249.87410736083987 -0.47714059054851526 14.039999961853029 9.6500000953674334 -0.88697704672813404 8.5500001907348651 14.039999961853029 3 9.3499999046325701 1.8849999904632571 0.863673895597458 4 0.10500000044703485 1017.4500122070314 -0.8338540494441985 12.449999809265138 7.1499998569488534 decision_type=2 2 2 2 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 left_child=1 4 5 16 6 12 11 -4 -5 13 29 -1 -2 -6 -15 28 17 24 19 -10 -17 25 -13 -19 -3 -14 -27 -12 -16 -8 right_child=2 3 7 8 9 -7 10 -9 18 -11 27 22 21 14 15 20 -18 23 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0020430763948500151 -0.0050170863871527712 -0.0054949724193331766 0.0011532513533800404 -0.0044490436464678859 -0.0025923095646411586 0.001387560291738644 -0.011540116180480233 0.0044750953779844841 -0.0027292232061908212 -0.00023705152337450438 -0.0053683637755317527 -0.008718831092327739 0.0055382219045639084 -0.010896230200765723 -0.0075477426902486894 -0.0052234572010661402 -0.0023243865417681233 -0.0065077046905202447 0.00012653231252310294 -8.7632890896003363e-05 0.0050386221275620221 0.0012216070101675556 -0.002946595673574276 -0.012427451505922726 -0.0026042213854846662 -0.0046864242108465475 -0.00021489292268447809 -0.009186211517594689 -0.0029657084012340521 -0.0089620692642313239 leaf_weight=6710 17227 30258 23249 22857 10512 34974 60791 649438 76051 5706 10503 27930 1760 9545 50144 1910 25671 29466 60655 31718 3506 14069 4371 3974 27979 17505 11418 27936 5810 22263 leaf_count=6710 17227 30258 23249 22857 10512 34974 60791 649438 76051 5706 10503 27930 1760 9545 50144 1910 25671 29466 60655 31718 3506 14069 4371 3974 27979 17505 11418 27936 5810 22263 internal_value=-8.77985e-06 -0.00512209 0.00368692 -0.00273605 -0.0080958 -0.00098508 -0.00924708 0.00436029 -0.00159138 -0.00597507 -0.0099929 -0.00692435 -0.00232393 -0.00637716 -0.0069382 -0.0063226 -0.0046019 -0.00523964 -0.00120323 -0.00195176 0.00141927 -0.00128581 -0.00793527 -0.00721121 -0.00410755 -0.00243595 -0.00292119 -0.00814303 -0.00707197 -0.0108491 internal_weight=1.32591e+06 556266 769640 308629 247637 96953 160504 672687 191281 87133 121493 39011 61979 81427 70915 61370 117348 91677 168424 107769 5416 44752 32301 33440 58237 30683 28923 38439 55954 83054 internal_count=1325906 556266 769640 308629 247637 96953 160504 672687 191281 87133 121493 39011 61979 81427 70915 61370 117348 91677 168424 107769 5416 44752 32301 33440 58237 30683 28923 38439 55954 83054 cat_boundaries=0 1 2 3 4 5 cat_threshold=96 7426 614 2224 740 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=31 num_cat=4 split_feature=94 93 109 92 116 30 95 81 61 16 12 16 136 136 8 16 28 30 80 8 15 116 116 28 39 136 92 136 12 28 split_gain=9069.5 1272.35 995.677 267.275 172.78 148.284 142.834 99.5792 90.2873 86.7419 85.416 72.9105 67.8052 66.1584 62.7936 59.3564 59.3825 49.8396 66.8869 50.5945 46.5648 46.532 45.8264 44.8373 44.6142 42.6172 42.1464 40.9497 40.1153 39.3152 threshold=0.4513788521289826 -0.4340702593326568 0.9227779507637025 -0.050909370183944695 -0.67556449770927418 1016.2500000000001 0.066109493374824538 256.19570922851568 0.34603275358676916 9.5450000762939471 1.985000014305115 13.344999790191652 0 1 8.5500001907348651 14.039999961853029 1018.5499877929689 1017.0499877929689 272.39958190917974 11.050000190734865 2.2250000238418584 0.23343648016452792 -0.72534674406051625 1020.9500122070314 18.650000572204593 2 0.64522656798362743 3 2.9650000333786015 1016.1499938964845 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 left_child=1 4 6 13 9 7 22 27 -9 -1 15 14 -7 24 -8 16 25 18 -15 -20 -12 -17 -2 -14 -3 -5 -4 -6 -22 -24 right_child=2 3 26 10 5 12 11 8 -10 -11 20 -13 23 17 -16 21 -18 -19 19 -21 28 -23 29 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60138 34975 40809 25505 14977 34566 8858 25551 22407 24756 4860 46670 10513 15212 5761 2147 34901 642789 5040 38225 10395 internal_value=-8.3483e-06 -0.00503846 0.00339129 -0.00297009 -0.00791444 -0.00704032 -0.00039912 -0.00804531 -0.00848066 -0.0101235 -0.00193576 0.000371221 -0.00473881 -0.00504707 -0.000562772 -0.00312096 -0.00381298 -0.00411248 -0.00507977 -0.00645684 -0.00106801 -0.000677668 -0.0036605 -0.00613212 -0.00676435 -0.00495079 0.00422132 -0.0029194 -0.00170054 -0.00315517 internal_weight=1.32591e+06 534725 791181 311033 223692 160273 142131 111559 102826 63419 207633 114974 48714 103400 74165 87763 68392 67000 44593 29616 119870 19371 27157 31266 36400 42841 649050 8733 84895 25607 internal_count=1325906 534725 791181 311033 223692 160273 142131 111559 102826 63419 207633 114974 48714 103400 74165 87763 68392 67000 44593 29616 119870 19371 27157 31266 36400 42841 649050 8733 84895 25607 cat_boundaries=0 1 2 3 4 cat_threshold=7441 612 102 160 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=31 num_cat=7 split_feature=93 92 95 95 60 94 60 113 76 31 136 52 136 136 56 136 136 31 92 114 52 55 16 116 136 136 31 12 16 111 split_gain=8207.38 1172.92 852.18 230.876 186.622 150.74 121.192 117.843 94.2305 70.985 71.6706 81.469 66.6051 65.3286 61.7836 61.0593 59.4065 54.9134 53.7131 53.3399 50.4336 50.0386 47.0383 57.2347 46.5562 46.2119 42.6481 38.846 36.0125 34.9821 threshold=0.46911463141441351 -0.48718407750129694 0.76078331470489513 0.031963409855961807 0.32389548420906072 -0.14926128089427945 0.37489013373851782 -0.8703225553035735 27.634999275207523 1018.5499877929689 0 17.615000724792484 1 2 284.93281555175787 3 4 1015.1499938964845 0.62969839572906505 -0.8338540494441985 1.3450000286102297 1.1050000190734866 14.039999961853029 0.026175950653851036 5 6 1017.1499938964845 3.2849999666213994 13.344999790191652 0.3098816722631455 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 1 1 2 1 1 2 2 2 2 2 2 2 1 1 2 2 2 2 left_child=1 4 5 6 15 16 13 25 17 10 -5 -12 -7 -3 22 -1 -2 -9 -4 -15 -17 -21 -8 -24 -11 -6 27 28 -14 -22 right_child=2 3 18 9 7 12 14 8 -10 24 11 -13 26 19 -16 20 -18 -19 -20 21 29 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0075171166548159253 -0.012510094051866491 -0.010129521265778034 0.00040390837464549179 -0.0013532531237293874 -0.0016944549890746397 -0.002004734311551893 -0.0047104978455909394 -0.010240271271430217 -0.0022834616228033524 0.00080060491403104574 -0.0053619472470038676 -0.0013340853975846957 -0.0024071793294579051 -0.0030292315283947427 -0.00076441060793299494 -0.00056630892551540668 -0.003772993919973005 -0.0080672573746220413 0.0040375859655041963 -0.0028438056263587821 0.00080270222713640547 -0.008390333660270621 -0.0044670460004229921 0.0014316113364756947 -0.0016748878092435406 -0.0067131796999183634 0.0019984904952736623 0.0022959908979113459 0.0014788900941961954 -0.0056462194522152115 leaf_weight=13337 2246 9926 10332 61349 5238 26881 56530 74768 4842 34625 33596 20044 20217 13298 18137 10090 14474 47571 649204 5377 2382 16682 8691 7806 42050 38349 40984 10480 8455 17945 leaf_count=13337 2246 9926 10332 61349 5238 26881 56530 74768 4842 34625 33596 20044 20217 13298 18137 10090 14474 47571 649204 5377 2382 16682 8691 7806 42050 38349 40984 10480 8455 17945 internal_value=-7.93908e-06 -0.00473422 0.00326631 -0.00285457 -0.00760913 -0.00054126 -0.00442652 -0.00835562 -0.00912454 -0.00173549 -0.00252124 -0.00385611 0.000148545 -0.00654083 -0.00337629 -0.00469567 -0.00495639 -0.0093953 0.00398066 -0.00552892 -0.00345494 -0.00703834 -0.00402498 -0.00167594 -0.000557115 -0.00611199 0.000870988 -0.00030905 -0.00126123 -0.00489051 internal_weight=1.32591e+06 542633 783273 328111 214522 123737 136447 170768 127181 191664 114989 53640 107017 45283 91164 43754 16720 122339 659536 35357 30417 22059 73027 16497 76675 43587 80136 39152 28672 20327 internal_count=1325906 542633 783273 328111 214522 123737 136447 170768 127181 191664 114989 53640 107017 45283 91164 43754 16720 122339 659536 35357 30417 22059 73027 16497 76675 43587 80136 39152 28672 20327 cat_boundaries=0 1 2 3 4 5 6 7 cat_threshold=7568 2278 100 612 96 5395 2304 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=31 num_cat=6 split_feature=95 94 93 92 28 8 112 53 136 108 136 136 4 109 31 54 8 4 28 136 53 16 111 136 136 81 16 28 39 28 split_gain=7430.87 1151.8 738.528 255.654 157.202 125.347 117.538 88.2474 79.7725 71.4056 69.266 68.8499 67.3958 71.2135 86.0333 65.9827 63.1292 59.9487 62.0061 59.2856 57.362 56.4368 45.3816 44.8578 42.0943 41.5882 44.0552 37.7871 36.799 36.7577 threshold=0.4832128137350083 -0.48599891364574427 0.66727203130722057 -1.0000000180025095e-35 1019.4500122070314 11.650000095367433 -0.8703225553035735 15.00500011444092 0 0.79492348432540905 1 2 7.5499999523162851 -0.036776660010218613 1015.3500061035157 3.1550000905990605 8.2500000000000018 9.1500000953674334 1015.6499938964845 3 0.2650000005960465 14.039999961853029 0.14094544202089312 4 5 278.32360839843756 13.344999790191652 1018.5499877929689 15.949999809265138 1021.5499877929689 decision_type=2 2 2 2 2 2 2 2 1 2 1 1 2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 2 2 2 left_child=1 4 7 12 5 6 11 17 28 -4 -8 25 13 19 -15 -12 21 18 20 -3 -2 27 -17 -6 -7 -1 -27 -10 -5 -16 right_child=2 3 9 8 23 24 10 -9 16 -11 15 -13 -14 14 29 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00024139196003564935 0.0021487059810222212 -0.0057410516126747795 0.001043367108285844 -0.003483761418177351 -0.0055247210960448698 -0.0057458123033334967 -0.010126589286698127 0.0010169555066744391 -0.003481522768795937 0.0038409226499683544 -0.0061466157925932239 -0.0073916921847678096 -0.0023774224265968899 -0.0079868250829411135 -0.0051702644619700446 -0.002631623502549404 1.1799015919153797e-05 0.00099430947824596396 -0.0011825504269536125 -0.0012335657582882721 -0.0056904644828114819 -0.00014111855046700268 -0.0095669602458581127 -0.00031450217608373833 -0.00060560163277354937 -0.0069230326089489347 0.001244927318831483 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16220 17005 10545 81638 28038 34255 internal_count=1325906 549056 776850 335302 213754 197069 180849 103223 210574 673627 133991 46858 124728 94342 64159 74290 182536 62631 49268 30183 22088 113992 41658 16685 16220 17005 10545 81638 28038 34255 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=96 612 7938 160 224 4677 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=31 num_cat=0 split_feature=95 93 92 113 12 105 52 28 30 94 31 52 8 41 76 28 14 12 28 16 24 109 88 53 8 76 7 103 132 87 split_gain=6731.04 986.372 716.314 170.688 162.397 140.145 96.3366 93.6284 76.4206 68.7006 68.168 74.1828 68.1125 67.9845 60.3104 59.2484 48.1939 61.5502 58.2351 47.5848 78.7478 47.8249 44.6982 40.117 40.1803 39.151 38.9138 35.2863 33.6438 33.0719 threshold=0.45238484442234045 -0.35634955763816828 0.66641953587532055 -0.8703225553035735 1.985000014305115 -0.61436972022056568 24.445000648498539 1016.7500000000001 1020.4500122070314 0.66536530852317821 1016.2500000000001 0.19500000029802325 8.2500000000000018 12.250000000000002 20.954999923706058 1020.2500000000001 1.935000002384186 2.7050000429153447 1014.7500000000001 14.039999961853029 252.50000000000003 0.27000159025192266 -0.29705227911472315 0.14500000327825549 7.0499999523162851 28.535000801086429 5.8500001430511483 0.12664251774549487 1017.5499877929689 0.87031462788581859 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 15 7 8 10 13 12 -4 11 -2 22 19 -13 23 -6 18 -18 21 -21 26 -5 -1 -25 -7 -3 -9 -23 -14 right_child=2 4 9 5 16 25 -8 27 -10 -11 -12 14 29 -15 -16 -17 17 -19 -20 20 -22 28 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0011043546539830703 0.0044544705633629443 -0.004450118970532161 0.00054602442761212755 -0.0081680991638344337 0.0013660537231866676 -0.0048376013325595385 0.0015957003403070911 -0.0038029388209632172 -0.0023667375092385895 0.0036381365457679987 -0.00015923671404383796 -0.0048898266054856164 -0.00473536443027956 -0.010799111211166052 -0.00058805406532799363 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-0.00896615 -0.00514847 -0.00541579 -0.00376197 -0.00340764 -0.00233108 -0.00628128 -0.0063441 internal_weight=1.32497e+06 535073 789900 235447 299626 168120 116427 146815 147373 673473 83487 42020 141876 74939 38941 67327 152811 137468 66579 70416 11350 59066 109903 60001 57541 20747 25410 71876 33656 31973 internal_count=1324973 535073 789900 235447 299626 168120 116427 146815 147373 673473 83487 42020 141876 74939 38941 67327 152811 137468 66579 70416 11350 59066 109903 60001 57541 20747 25410 71876 33656 31973 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=31 num_cat=6 split_feature=95 94 108 93 52 28 8 83 112 52 31 136 93 8 16 52 136 16 76 136 4 136 28 136 54 116 136 30 113 31 split_gain=6077.97 812.425 768.483 157.636 143.219 141.57 113.868 107.204 86.5617 76.8375 89.5094 75.2361 64.5796 63.0178 53.0565 51.6519 50.3225 47.077 47.0287 46.3813 46.1793 45.7509 45.2812 45.2087 44.5488 42.947 36.0173 34.4614 31.2057 31.0841 threshold=0.39589722454547888 -0.46012265980243677 0.79492348432540905 -0.015559659805148838 14.994999885559084 1020.4500122070314 7.1499998569488534 284.79814147949224 -0.8703225553035735 0.19500000029802325 1017.0499877929689 0 0.60942173004150402 11.050000190734865 14.039999961853029 2.2250000238418584 1 13.344999790191652 17.704999923706058 2 5.6499998569488534 3 1016.7500000000001 4 0.10500000044703485 -0.72534674406051625 5 1015.2500000000001 -0.92384436726570118 1015.2500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 1 2 1 2 1 2 2 1 2 2 2 left_child=1 5 4 16 9 6 8 23 17 -2 20 15 -4 14 22 -9 28 24 27 -19 -11 -12 -5 -8 -1 -16 -7 -10 -3 -18 right_child=2 3 12 13 -6 26 7 11 18 10 21 -13 -14 -15 25 -17 29 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0037207579848520219 0.0035733295696403033 -0.0041944304993231825 0.00029995950051599484 -0.0037823970049771075 0.0011481031824667198 -0.0036969158877053357 0.0039065405933163952 -0.00031268795996274376 -0.0094556248109400835 -0.0055713308554523567 0.0010244571665307828 -0.007560863064868255 0.0034664815954506393 0.00026978050098421571 -0.01343643563755996 -0.0055809234394451207 -0.0043047525312390599 -0.0061133309177311898 -0.0036022686446231123 0.0030457481920452539 -0.0022799150318082088 -0.002744194505046392 -0.0017250662708309461 -0.0028899041815456444 -0.0067629252738807683 -0.00033767207327432911 0.0020344772009420393 -0.0074809077261863534 -0.0069903223794277802 -0.0022214508809860578 leaf_weight=1047 5757 21880 16509 50424 64901 6045 3475 7176 61079 21470 20107 34624 652557 34151 636 13231 35576 2691 4669 2823 21159 13420 56955 8207 31504 38888 5001 34614 18350 36047 leaf_count=1047 5757 21880 16509 50424 64901 6045 3475 7176 61079 21470 20107 34624 652557 34151 636 13231 35576 2691 4669 2823 21159 13420 56955 8207 31504 38888 5001 34614 18350 36047 internal_value=-5.52241e-06 -0.00429259 0.00266952 -0.00257661 -0.000606332 -0.00661754 -0.00691445 -0.00521757 -0.00773224 -0.0019964 -0.00241744 -0.00614105 0.00338835 -0.00166491 -0.00211467 -0.00372655 -0.00405236 -0.00570201 -0.00850225 -0.00142972 -0.00393763 -0.000484551 -0.00269117 -0.000867321 -0.00642572 -0.000548451 -0.00110357 -0.00874133 -0.00546835 -0.0032558 internal_weight=1.32497e+06 509093 815880 292907 146814 216186 205140 66713 138427 81913 76156 55031 669066 181054 146903 20407 111853 38065 100362 5514 42629 33527 107379 11682 32551 39524 11046 95693 40230 71623 internal_count=1324973 509093 815880 292907 146814 216186 205140 66713 138427 81913 76156 55031 669066 181054 146903 20407 111853 38065 100362 5514 42629 33527 107379 11682 32551 39524 11046 95693 40230 71623 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=3474 612 6320 5395 1795 240 is_linear=0 shrinkage=0.05 Tree=42 num_leaves=31 num_cat=0 split_feature=92 88 95 52 60 95 31 52 95 76 67 76 94 16 116 117 124 54 100 22 16 60 88 12 29 41 55 52 4 29 split_gain=5506.05 687.279 672.234 212.826 157.103 142.216 99.8144 74.5358 69.7172 68.6733 62.5419 61.1727 60.5823 59.8801 59.7069 57.4871 53.2926 51.5205 48.4872 61.5396 52.5833 39.8272 39.6822 37.3093 44.1719 36.1844 34.8332 33.0928 33.0819 35.2581 threshold=0.39972901344299322 -0.80659461021423329 0.67166090011596691 1.0149999856948855 0.3806274682283402 0.055789772421121604 1015.6499938964845 0.15500000119209292 -0.5090864598751067 28.085000038146976 2.1450001001358037 14.444999694824221 0.74827849864959728 14.039999961853029 -0.3172925859689712 -0.67556449770927418 -0.026175950653851029 8.3949999809265154 0.52595025300979625 7.2449998855590829 13.344999790191652 0.32800443470478063 -0.29705227911472315 2.3449999094009404 1016.9500122070314 11.84999990463257 1.1349999904632571 5.3250000476837167 12.050000190734865 1021.7500000000001 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 5 4 7 8 10 9 -3 26 22 25 -9 27 23 -15 -8 -6 -16 -7 28 -21 -17 -5 24 -12 -1 -2 -4 29 -20 right_child=2 3 12 6 16 18 15 11 -10 -11 13 -13 -14 14 17 21 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 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648947 4561 5133 11180 87309 10766 15239 10014 3184 29595 47305 23678 26445 4009 7998 15865 1866 2128 internal_value=-5.25115e-06 -0.00407567 0.00254706 -0.00628102 -0.000615914 -0.00254989 -0.00695196 -0.00248331 -0.00344518 -0.00781342 -0.00370151 -0.00335682 0.00319952 -0.00312192 -0.000684566 -0.00531967 0.000380935 0.000762121 -0.00152698 -0.00325306 -0.00588234 -0.00423327 -0.00807483 -0.00368648 -0.00430836 -0.0056016 -0.00642154 0.000839556 -0.00144881 -0.00212853 internal_weight=1.32497e+06 510627 814346 208812 139258 301815 177460 31352 36282 116157 141975 27785 675088 108790 20460 61303 102976 15899 159840 32431 13198 40775 111024 88330 64652 33185 12757 26141 19233 17367 internal_count=1324973 510627 814346 208812 139258 301815 177460 31352 36282 116157 141975 27785 675088 108790 20460 61303 102976 15899 159840 32431 13198 40775 111024 88330 64652 33185 12757 26141 19233 17367 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=31 num_cat=5 split_feature=94 108 92 95 52 52 52 55 136 20 29 136 136 136 95 136 111 8 52 112 28 8 124 31 12 23 71 31 54 12 split_gain=4979.52 705.168 580.228 129.821 124.043 118.383 88.8754 110.466 79.3543 87.1297 64.4697 64.3437 61.7732 55.3994 49.337 44.3081 43.9802 42.0492 41.2082 40.8149 39.9061 39.6886 37.4369 36.6253 36.2848 34.5736 32.2048 31.0356 30.7467 30.263 threshold=0.3436740934848786 0.838749259710312 -0.60969600081443776 -0.034895312041044228 1.0149999856948855 10.034999847412111 4.7550001144409189 3.6350001096725468 0 6.6749999523162851 1020.8500061035157 1 2 3 0.31133362650871282 4 0.18491792678833011 8.2500000000000018 13.904999732971193 -0.79332312941551197 1015.7500000000001 8.0500001907348651 -0.0087262028828264185 1019.4500122070314 1.485000014305115 5.0750000476837167 236.71809387207034 1019.5499877929689 0.064999999478459372 2.745000004768372 decision_type=2 2 2 2 2 2 2 2 1 2 2 1 1 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 4 6 15 12 10 -8 19 20 11 26 17 18 -3 -1 -11 25 27 -6 -10 28 -7 -14 -17 -2 -4 -5 -15 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18571 11193 65998 2303 leaf_count=6833 3545 8132 4646 23487 28497 18070 9004 44251 28779 5163 7641 48471 18996 1349 654133 11771 37579 20658 26805 48034 14666 33805 82667 7599 5683 26644 18571 11193 65998 2303 internal_value=-4.98855e-06 0.00232238 -0.00404195 -0.0026702 -0.0062244 -0.000469835 -0.00381705 -0.00222804 -0.00672191 -0.00567829 -0.00485369 -0.00530523 -0.00193975 -0.00171903 0.00307362 -0.00289121 -0.00728173 -0.000917753 -0.00290259 -0.00789543 -0.0041021 -0.000999224 0.00066017 -0.0038919 -0.00422612 -0.00210736 -0.00748754 -0.00404107 -0.00170102 -0.00430503 internal_weight=1.32497e+06 840444 484529 297524 187005 178179 134887 53255 162718 86187 81632 73991 77442 162637 662265 24287 42742 50847 61485 76531 43445 101152 100737 26595 17454 30189 23217 34680 67347 50774 internal_count=1324973 840444 484529 297524 187005 178179 134887 53255 162718 86187 81632 73991 77442 162637 662265 24287 42742 50847 61485 76531 43445 101152 100737 26595 17454 30189 23217 34680 67347 50774 cat_boundaries=0 1 2 3 4 5 cat_threshold=612 102 7553 614 7427 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=31 num_cat=5 split_feature=93 108 92 60 52 31 12 113 136 136 136 113 124 104 8 136 116 54 8 7 53 96 136 7 53 53 30 23 31 112 split_gain=4520.81 631.413 524.071 129.152 118.243 117.551 109.67 112.567 81.2846 72.3936 71.7717 66.5014 61.4935 51.0214 50.95 50.5915 50.14 45.7514 35.2109 34.9268 48.2974 33.917 33.6309 33.5845 33.0101 31.8593 31.7595 30.7616 40.3482 30.0532 threshold=0.34135127067565924 0.91035604476928722 -0.58673125505447377 0.31293016672134405 5.5650000572204599 1019.3500061035157 2.7050000429153447 -0.87878364324569691 0 1 2 -0.8703225553035735 -0.0087262028828264185 -0.61530941724777211 10.050000190734865 3 -0.88697704672813404 1.9550000429153445 8.1500000953674334 5.4500000476837167 0.2650000005960465 -0.80816912651062001 4 5.1499998569488534 0.14500000327825549 1.9249999523162844 1014.4500122070314 5.0750000476837167 1019.1499938964845 -0.87878364324569691 decision_type=2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=2 4 3 22 9 6 7 15 -7 -2 21 24 -6 26 27 -4 -14 23 -18 -17 -21 -9 -1 -12 -5 -24 -13 -11 -29 -19 right_child=1 -3 5 11 12 8 -8 10 -10 14 17 13 16 -15 -16 19 18 29 -20 20 -22 -23 25 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0055235136862180588 -0.0074925150697213033 0.0029485161781369249 -0.0044290512667312628 0.0046692463625423218 -0.0018886833398442189 -0.002379600220176884 -0.00074180648737924148 -0.0058275560825870884 0.00087331755102006646 0.0011877131830652574 -0.0043360532322188538 -0.0081869875597444311 -0.015578943098356607 -0.0038719758855142346 0.00048813947166909019 -0.0026250382658614172 0.00024574054222014654 -0.0023345885083755095 0.0020632828613004251 0.005658503688778297 -0.0011380220223921711 -0.0095805374531238528 -6.5243954103352014e-05 -0.00026436271028297233 -0.0048686961464815236 -0.0037738817343894583 -0.006492006055805211 -0.0043464028414211377 -0.00032203415104130762 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internal_count=1324973 841694 483279 192721 190293 290558 213516 174070 77042 60873 76467 160035 129420 122191 55153 97603 107567 51045 107114 71677 23630 25422 32686 20334 37844 23196 110633 35894 31437 30711 cat_boundaries=0 1 2 3 4 5 cat_threshold=2276 96 614 100 4196 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=31 num_cat=4 split_feature=92 95 56 52 60 96 31 76 30 136 136 12 74 8 94 124 29 76 28 136 29 136 125 40 81 110 125 55 55 76 split_gain=4081.08 585.094 439.368 157.546 126.772 93.4482 75.6906 72.9079 74.5974 72.1734 68.8492 63.5674 58.7827 58.4149 52.2716 51.4299 51.0255 48.8961 47.286 39.6919 39.549 38.9466 38.4313 36.907 36.262 35.7895 35.196 34.7956 33.9681 31.5138 threshold=0.32358577847480779 0.71160829067230236 231.26286315917972 1.2150000333786013 0.37294259667396551 -0.84850627183914173 1015.3500061035157 31.664999961853031 1020.9500122070314 0 1 1.685000002384186 0.86885946989059459 9.8499999046325701 0.49460479617118841 -0.0087262028828264185 1015.0499877929689 28.085000038146976 1020.9500122070314 2 1018.5499877929689 3 0.8140845298767091 13.050000190734865 271.40663146972662 0.12927146255970004 0.93038213253021251 0.10500000044703485 11.164999961853029 22.175000190734867 decision_type=2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 left_child=2 4 3 10 13 9 17 8 12 11 22 -4 23 16 -3 -6 27 -5 21 28 24 25 -1 -7 -11 -8 -15 -2 -17 -12 right_child=1 14 5 6 15 7 18 -9 -10 20 29 -13 -14 26 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0053354442062924666 0.00051326909988497237 -0.00074312877687274486 -0.0045736206838556713 -0.0072297085100711178 -0.0018566368802033124 -0.0043313043169297821 0.0029789394001269506 0.0006245815160876658 0.00061396403790672295 -0.00047917740613202299 -0.00068940459208827361 -0.0018521454006357699 -0.0096140154605365204 -0.001384359277988678 0.0028143180322202613 0.0030481952772437181 -0.0023909908215369192 -0.0018330496022724166 -0.00025230808326988781 -0.00031403183204098352 0.00019526983147996995 -0.0063040242479125708 -0.00068589588069465973 -0.011335654433827027 -0.0025792151229917203 -0.0042096469222597166 0.0060416105881973131 -0.0080112604362625791 0.00064347442952402388 0.006479636742610562 leaf_weight=18250 1365 10490 37101 97038 24051 40190 1884 7196 5842 34529 12210 50886 6976 12743 660152 23339 13566 4387 5286 53864 38842 33004 5875 1973 50796 21383 1824 9731 39606 1753 leaf_count=18250 1365 10490 37101 97038 24051 40190 1884 7196 5842 34529 12210 50886 6976 12743 660152 23339 13566 4387 5286 53864 38842 33004 5875 1973 50796 21383 1824 9731 39606 1753 internal_value=5.71006e-06 0.00207918 -0.00370477 -0.00548026 -0.000451216 -0.00240343 -0.00615685 -0.00410805 -0.00472747 -0.00190385 -0.00258507 -0.00299935 -0.0053625 -0.002965 0.00275867 0.000248865 -0.00444786 -0.00699628 -0.00477374 0.000682389 -0.00112722 -0.00519848 -0.00420143 -0.00465907 -0.00172938 -0.00362601 -0.00045452 -0.0069626 0.00153486 0.00021049 internal_weight=1.32613e+06 850731 475401 201070 180089 274331 162982 62177 54981 212154 38088 87987 49139 39229 670642 140860 24662 101425 61557 116809 124167 56271 24125 42163 85325 23267 14567 11096 62945 13963 internal_count=1326132 850731 475401 201070 180089 274331 162982 62177 54981 212154 38088 87987 49139 39229 670642 140860 24662 101425 61557 116809 124167 56271 24125 42163 85325 23267 14567 11096 62945 13963 cat_boundaries=0 1 2 3 4 cat_threshold=228 740 3345 7441 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=31 num_cat=3 split_feature=92 88 95 52 60 8 95 136 29 53 82 99 116 29 136 94 8 100 66 124 40 28 12 30 7 31 77 136 87 55 split_gain=3685.54 459.365 443.591 152.087 107.062 105.354 98.675 75.15 60.4486 59.0078 57.5209 53.0451 52.144 46.22 44.0096 43.6234 42.6601 62.8993 49.2076 42.3715 40.9604 39.2984 36.4729 34.8575 33.614 32.7845 32.1266 30.9647 29.3121 28.3445 threshold=0.38942131400108343 -0.80659461021423329 0.71160829067230236 0.39499999582767492 0.36317770183086401 7.0499999523162851 0.051000362262129791 0 1015.2500000000001 3.3649998903274541 288.13851928710943 -0.78763067722320546 -0.79332312941551197 1015.6499938964845 1 -0.17088662832975385 9.1500000953674334 0.48801451921463018 21.154999732971195 -0.0087262028828264185 11.84999990463257 1016.7500000000001 2.745000004768372 1021.8500061035157 5.9500000476837167 1020.9500122070314 19.005000114440922 2 0.87842777371406566 0.10500000044703485 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 6 4 24 12 8 11 10 26 21 -7 14 -2 22 28 -4 17 -8 25 -6 -13 -9 29 -10 -3 -19 -5 -21 -1 -14 right_child=2 3 15 5 19 7 16 9 23 -11 -12 20 13 -15 -16 -17 -18 18 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00010853675463391167 -0.011650059411678224 -0.0012221005797737744 -0.0031580294029103203 -0.0073371041838869626 -0.0018880419317871475 -0.0011179140764914148 -0.0010969550769940534 -0.0014677784742550891 -0.0052796494570036094 -0.0043509343775117214 -0.0066527043916164309 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-0.00122718 -0.00171794 -0.00389896 0.00036061 -0.00518304 -0.000184373 -0.00410241 -0.00496921 0.00107159 -0.00249309 -0.00711541 0.00076576 -0.000675893 -0.00512755 internal_weight=1.32613e+06 506209 819923 209042 151236 199646 297167 64301 135345 34081 30220 139804 34964 33377 115637 668687 157363 116103 25731 116272 24167 17920 17915 55878 9396 18205 79467 98521 23522 14849 internal_count=1326132 506209 819923 209042 151236 199646 297167 64301 135345 34081 30220 139804 34964 33377 115637 668687 157363 116103 25731 116272 24167 17920 17915 55878 9396 18205 79467 98521 23522 14849 cat_boundaries=0 1 2 3 cat_threshold=4708 1792 3345 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=31 num_cat=5 split_feature=94 93 94 92 136 0 28 81 30 60 136 113 111 104 136 89 8 16 116 53 54 4 136 28 136 116 53 105 111 29 split_gain=3340.72 468.374 400.231 148.76 89.9322 63.8275 60.795 67.1746 60.1322 57.4594 53.1602 52.3517 46.4763 41.8287 40.8728 39.0366 38.7107 48.1583 50.1228 38.6215 38.3759 36.6699 36.2406 33.492 32.4546 31.6044 30.8901 30.8318 30.7281 30.6615 threshold=0.3436740934848786 0.66727203130722057 -0.73750489950180043 -0.068167630583047853 0 313.50000000000006 1021.4500122070314 267.65582275390631 1016.3500061035157 0.46179869771003729 1 -0.8338540494441985 0.27084246277809149 -0.64571782946586598 2 -0.52954083681106556 11.150000095367433 14.039999961853029 -0.50751903653144825 0.95499998331069957 1.1950000524520876 10.550000190734865 3 1016.9500122070314 4 0.39873388409614569 3.9450000524520878 -0.75302931666374195 0.19312053173780444 1013.3500061035157 decision_type=2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 left_child=2 8 4 6 5 12 7 10 15 21 -4 14 -1 -3 28 -2 17 23 -19 -17 27 29 -10 24 -5 -20 -7 -13 -6 -9 right_child=1 13 3 16 11 26 -8 9 22 -11 -12 20 -14 -15 -16 19 -18 18 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0014427963541670617 -0.0012515402403396577 0.00052427119819180485 -0.004084095243519408 -0.0044292822737563341 0.0055601236004425535 0.00097903888769354779 -0.00012567956917544561 -0.0056702230413470823 0.0013077547981636872 -0.006158037779314284 -0.0003590717485179491 -0.0055876278439210341 -0.0057252670617658321 0.0025574030200163529 -0.0053512395534960041 0.00030729571514946446 0.00038073610686882662 -0.010070035774383937 -0.00059190995755523253 -0.0080722672003877404 -0.0070875395340853813 0.00061552825748482139 -0.00073006867064280795 -0.0012585972832815458 -0.0019403974200549543 0.0028016351860177045 -0.0036603704791444147 0.00057406238541328773 -0.002671847283180883 -0.0031196371954733196 leaf_weight=8388 64848 26312 17239 23307 1354 9428 12602 17281 45969 33240 21556 6758 25892 656334 26614 2028 29567 1205 26120 4271 73951 4829 41510 53499 30031 9305 5792 2902 6965 37035 leaf_count=8388 64848 26312 17239 23307 1354 9428 12602 17281 45969 33240 21556 6758 25892 656334 26614 2028 29567 1205 26120 4271 73951 4829 41510 53499 30031 9305 5792 2902 6965 37035 internal_value=5.15022e-06 0.00191033 -0.0033005 -0.00225427 -0.00527296 -0.00348033 -0.00344284 -0.0037615 -0.000537091 -0.00449471 -0.00201547 -0.0060207 -0.00467739 0.00247904 -0.00439563 -0.00161656 -0.00126664 -0.00160614 -4.16562e-05 -0.00537442 -0.00670039 -0.0035599 0.000340845 -0.00214254 -0.00302915 0.000299464 -0.000786497 -0.00373657 -0.00133041 -0.00393112 internal_weight=1.32613e+06 841272 484860 316816 168044 49500 143782 131180 158626 92385 38795 118544 34280 682646 34933 71147 173034 143467 36630 6299 83611 59145 87479 106837 53338 35425 15220 9660 8319 54316 internal_count=1326132 841272 484860 316816 168044 49500 143782 131180 158626 92385 38795 118544 34280 682646 34933 71147 173034 143467 36630 6299 83611 59145 87479 106837 53338 35425 15220 9660 8319 54316 cat_boundaries=0 1 2 3 4 5 cat_threshold=3472 4256 514 5393 615 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=31 num_cat=4 split_feature=95 94 54 92 52 31 29 82 8 4 80 136 117 87 136 136 29 125 52 8 124 8 99 29 87 55 52 12 8 136 split_gain=3022.06 411.864 367.272 128.007 105.078 93.0772 72.618 65.4257 64.4002 51.8472 51.5236 48.5682 46.6133 45.5027 42.8273 41.8482 40.0391 38.2505 38.0155 37.1079 37.0799 35.0367 32.0686 31.9627 36.6599 33.6833 30.895 30.1451 29.6481 29.6129 threshold=0.39589722454547888 -0.67755785584449757 0.22500000149011615 -0.087350349873304353 26.964999198913578 1018.1499938964845 1015.7500000000001 241.48812103271487 9.2500000000000018 5.9500000476837167 268.05558776855474 0 -0.62249094247817982 0.85669001936912548 1 2 1014.3500061035157 0.89490029215812694 3.7549999952316289 12.449999809265138 -0.0087262028828264185 13.650000095367433 -0.77779766917228688 1015.0499877929689 0.8401717245578767 9.1949996948242205 3.7050000429153447 1.485000014305115 14.449999809265138 3 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=1 6 -2 9 5 8 7 27 -4 10 14 18 -8 17 -3 -7 -12 -11 -5 22 -13 23 -9 24 -22 26 -25 -1 -14 -10 right_child=2 3 4 11 -6 15 12 19 29 13 16 20 28 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46592 9057 48896 25283 20114 66359 8724 23870 21750 47669 38030 21010 14408 21928 34626 2899 23312 5264 18918 11574 36565 16730 20815 38367 18025 3418 698 18761 internal_value=4.88689e-06 -0.00301706 0.00189014 -0.00199698 -0.00017648 -0.000965331 -0.00499829 -0.0057329 -0.0020711 -0.00321174 -0.00395922 -0.00121366 -0.0035711 -0.00189653 -0.00219307 0.000769683 -0.00482676 -0.000529537 -0.00299032 -0.00601762 -0.000879269 -0.000425055 -0.00622704 -0.000693746 -0.00183526 -7.34728e-05 0.00105405 -0.000707781 -0.00255691 -0.000151633 internal_weight=1.32613e+06 509474 816658 336314 170184 121288 173160 114318 74077 131847 84068 204467 58842 47779 27692 47211 56376 26769 32369 108188 172098 124429 102924 112855 39733 73122 34755 6130 38728 27485 internal_count=1326132 509474 816658 336314 170184 121288 173160 114318 74077 131847 84068 204467 58842 47779 27692 47211 56376 26769 32369 108188 172098 124429 102924 112855 39733 73122 34755 6130 38728 27485 cat_boundaries=0 1 2 3 4 cat_threshold=96 160 5393 4678 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=31 num_cat=7 split_feature=93 95 92 116 16 8 29 109 60 8 61 19 133 22 7 136 16 8 97 98 136 136 82 136 136 54 136 16 136 53 split_gain=2739.48 380.096 316.948 100.32 162.716 100.309 90.5457 92.536 87.8283 71.6802 69.8206 60.0957 53.2982 53.3633 47.8158 47.7186 46.2818 46.1634 42.4993 39.3557 37.8168 36.7381 35.2316 46.1233 34.2441 33.2502 33.1856 32.2078 32.1136 30.9662 threshold=0.33777536451816564 0.71160829067230236 -0.67419251799583424 -0.39873388409614557 14.039999961853029 12.250000000000002 1016.9500122070314 0.14945144951343539 0.30832596123218542 9.3499999046325701 0.36845856904983526 12.50999975204468 1017.7500000000001 7.4449999332427987 5.2500000000000009 0 11.775000095367433 14.34999990463257 -0.850205898284912 -0.85163074731826771 1 2 280.58323669433599 3 4 7.7149999141693124 5 13.344999790191652 6 3.9450000524520878 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 1 2 1 1 2 1 2 1 2 left_child=2 9 8 16 5 6 7 14 -1 10 20 21 13 28 -5 -8 -4 19 -15 22 -2 -6 23 -10 -7 -23 -11 -12 -9 -21 right_child=1 -3 3 4 11 24 15 12 17 26 27 -13 -14 18 -16 -17 -18 -19 -20 29 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0020871617501027591 -0.0076499264720321994 0.002261516594031991 -0.0019314208423388182 -0.0029797787269481629 -0.00036808761911872305 -0.0017189530156337671 -0.0028302825213192104 -0.0057767916739103579 -0.0043793980512603376 0.003754015654016295 -0.0013749975471323192 -0.00022521107382343221 0.0022979983349979229 -0.0053289460136238436 0.00054501799032819333 -0.0004579963979799499 -0.0062882239461171776 0.0021932077342570145 -0.010330498908887546 -0.0052473825999004315 -0.0025622900744921989 0.0082525126435970108 -0.0051004730424566384 0.0010807678740349983 0.0020541800711543021 0.0023788402429598936 0.00051511641244037746 0.00053155611720757414 -0.0032416337358170408 -0.0074163158580866587 leaf_weight=26993 4569 670691 8968 25864 3981 9619 36577 18893 11480 9313 47491 35733 2698 11232 15321 50430 19031 2087 6830 38105 18287 4875 60502 5830 16009 4764 52200 41516 37277 28966 leaf_count=26993 4569 670691 8968 25864 3981 9619 36577 18893 11480 9313 47491 35733 2698 11232 15321 50430 19031 2087 6830 38105 18287 4875 60502 5830 16009 4764 52200 41516 37277 28966 internal_value=4.64068e-06 0.00172205 -0.00300245 -0.00203908 -0.00175383 -0.00231116 -0.00267964 -0.00358126 -0.00470865 -0.000364815 -0.00111872 0.00085197 -0.00460525 -0.00485615 -0.00166854 -0.00145566 -0.00489275 -0.00519012 -0.00722024 -0.00529647 -0.0035838 0.00367803 -0.00453139 -0.00254232 0.000638135 0.00534395 0.00100618 -0.000485714 -0.00409595 -0.00618408 internal_weight=1.32613e+06 844067 482065 308102 280103 230750 205122 118115 173963 173376 111863 49353 76930 74232 41185 87007 27999 146970 18062 144883 22856 13620 77812 17310 25628 9639 61513 89007 56170 67071 internal_count=1326132 844067 482065 308102 280103 230750 205122 118115 173963 173376 111863 49353 76930 74232 41185 87007 27999 146970 18062 144883 22856 13620 77812 17310 25628 9639 61513 89007 56170 67071 cat_boundaries=0 1 2 3 4 5 6 7 cat_threshold=228 98 2208 244 4676 3088 614 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=31 num_cat=5 split_feature=94 108 92 12 31 60 113 52 15 66 136 17 136 136 136 65 76 88 29 55 103 11 53 12 136 83 14 93 31 19 split_gain=2481.11 347.843 290.639 95.5949 100.122 86.5533 84.0718 75.8011 69.5851 53.1734 52.3206 51.2774 54.7223 50.9052 49.3325 42.6104 38.5797 36.6317 36.3117 35.9788 34.0038 29.983 28.7745 28.3627 27.5025 62.2942 36.2941 27.2398 27.0112 25.4958 threshold=0.3436740934848786 0.78717321157455455 -0.67419251799583424 2.3750000000000004 1020.4500122070314 0.32174628973007208 -0.8338540494441985 21.255000114440922 2.2250000238418584 27.214999198913578 0 14.039999961853029 1 2 3 19.464999198913578 28.085000038146976 -0.29705227911472315 1020.9500122070314 9.5250000953674334 -0.51158884167671193 6.2500000000000009 0.14500000327825549 2.9250000715255742 4 281.64100646972662 1.3650000095367434 0.61386242508888256 1013.6499938964845 12.50999975204468 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 1 1 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=2 7 5 4 6 20 11 9 -5 10 -2 12 21 -6 -8 -16 17 24 -12 -15 -1 -4 -23 -10 25 -7 -27 -3 -22 -13 right_child=1 27 3 8 13 16 14 -9 23 -11 18 29 -14 19 15 -17 -18 -19 -20 -21 28 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0056197081745596456 -0.0069113931260925288 0.00032969451902534869 -0.0021756301520870274 0.002266047601734556 -0.0018372720964666704 0.0028463528368891208 -0.0070041261808040274 0.00094071355556958494 -0.0024440526688273355 -0.0036350704166969749 -0.00095598496412331471 0.0028720936284355302 -0.0035896673384225824 0.0033940992268760187 -0.0033524257851410321 -0.0097218133762034132 -6.4616631216776025e-05 -0.0061123670177373433 0.0018237771358974816 -0.001017171663721946 -0.0035837120547113025 0.0055572702578251375 -0.00036292011783682041 -0.00034522358505748019 -0.0051838302455781103 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136606 79088 19236 32726 37129 12959 65782 78195 29283 25609 675854 26859 20676 internal_count=1325951 841085 484866 311723 227933 173143 184943 165231 83790 101454 82342 116359 95683 42990 68584 54566 140417 136606 79088 19236 32726 37129 12959 65782 78195 29283 25609 675854 26859 20676 cat_boundaries=0 1 2 3 4 5 cat_threshold=32 7424 2276 98 3840 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=31 num_cat=4 split_feature=95 54 93 12 28 15 31 136 12 53 17 23 40 136 110 25 124 24 136 55 132 12 136 16 28 23 30 96 52 124 split_gain=2290.88 335.664 247.524 100.069 100.232 95.2876 86.7678 79.4764 78.7799 61.6778 55.1202 51.281 48.8636 47.2332 43.5316 43.4725 41.28 41.1707 39.9861 38.9376 37.8573 35.2779 34.6706 31.837 31.3148 26.8915 26.3014 24.655 24.1983 23.8974 threshold=0.29614795744419103 0.38499999046325689 -0.81691437959671009 2.2350000143051152 1014.6499938964845 2.0649999380111699 1017.5499877929689 0 3.3950001001358037 1.3949999809265139 13.344999790191652 6.7449998855590829 11.84999990463257 1 0.050105804577469833 247.50000000000003 -0.43049471080303187 230.50000000000003 2 3.3349999189376835 1017.6499938964845 2.9650000333786015 3 14.039999961853029 1025.9500122070315 6.5050001144409189 1013.5499877929689 -0.82914543151855458 3.7549999952316289 0.93038213253021251 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 left_child=2 -2 9 4 12 -5 8 17 10 18 11 29 14 -8 -4 -12 -13 -6 -1 28 -16 26 -11 24 -19 -23 -7 -24 -9 -3 right_child=1 6 3 5 7 21 13 19 -10 22 15 16 -14 -15 20 -17 -18 23 -20 -21 -22 25 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00073273405884544585 0.0020872196521157151 -0.0015788308148355437 -0.0016646742798395375 0.0022851787002013037 -0.006478365281453291 -0.0043617158813511348 0.0018622236490398261 0.00012922265076837294 0.0018169045940411616 -0.0037467134014722882 -0.0065165835620137474 -0.0072104104078098662 -0.0077326667255252883 -0.00030146418044979024 -0.0045839422372779279 0.00091110005795503029 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0.38499999046325689 -0.67755785584449757 2.9450000524520878 1018.3500061035157 -0.39873388409614557 14.039999961853029 8.3499999046325701 1015.5499877929689 1016.8500061035157 11.994999885559084 1.0000000180025095e-35 12.50999975204468 -0.46849146485328669 13.344999790191652 -0.30069434642791742 -0.38266885280609125 -0.72534674406051625 0.18500000238418582 -0.23756275326013562 0.94828754663467418 13.650000095367433 -0.27258671820163721 273.07385253906256 297.68734741210943 8.6500000953674334 5.9500000476837167 1016.8500061035157 1023.1499938964845 14.449999809265138 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=2 -2 8 4 14 22 7 9 13 11 -9 26 -8 18 15 24 -16 -10 -1 27 21 -12 -4 -13 -3 -17 -7 -20 29 -19 right_child=1 3 5 -5 -6 6 12 10 17 -11 20 23 -14 -15 16 25 -18 28 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0025722286580166995 0.0019828588063941464 -0.0030845426403549661 -0.0022208851498290881 0.0014270294702698973 0.00055612699990676762 -0.0024971101034034792 0.0029566252184517945 0.0020791161718976751 -0.0047557299564552763 -0.0014781925288813184 -0.0033144681228425284 -0.004856178642883454 -0.00054000769026915705 7.8690307386920842e-05 -0.0062454283228578445 -0.0025037703499476913 0.00073753653756095051 -0.0024897100780061853 -0.004682148083502256 -0.0063853094856553168 0.0041317779939174064 0.00024359122617530259 -0.0054676871102294381 -0.0028648954056429651 -0.0079551848792386391 3.451649745304066e-05 0.00086720738980512161 0.0014620043186315288 0.0038853977517253504 0.0058184541285176616 leaf_weight=1402 651431 6291 9906 57284 65569 18391 13794 17587 19527 71705 17936 43232 32546 4596 2281 40938 21426 40316 66373 34688 2281 10660 17754 26996 4919 13518 8259 1727 1674 944 leaf_count=1402 651431 6291 9906 57284 65569 18391 13794 17587 19527 71705 17936 43232 32546 4596 2281 40938 21426 40316 66373 34688 2281 10660 17754 26996 4919 13518 8259 1727 1674 944 internal_value=3.85831e-06 0.00144837 -0.00269477 -0.000192257 -0.000790927 -0.00185113 -0.00159344 -0.00204057 -0.00412861 -0.00256277 -0.000224117 -0.00336552 0.000500833 -0.00483306 -0.0017792 -0.00244524 6.56614e-05 -0.00290171 -0.00504972 -0.00515368 -0.001536 -0.0019881 -0.0043049 -0.00409072 -0.0052218 -0.00187367 -0.00145449 -0.00452633 -0.00205847 -0.00229963 internal_weight=1.32595e+06 863657 462294 212226 154942 291047 263387 217047 171247 168583 48464 96878 46340 108786 89373 65666 23707 62461 104190 102788 30877 28596 27660 70228 11210 54456 26650 68100 42934 41260 internal_count=1325951 863657 462294 212226 154942 291047 263387 217047 171247 168583 48464 96878 46340 108786 89373 65666 23707 62461 104190 102788 30877 28596 27660 70228 11210 54456 26650 68100 42934 41260 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=31 num_cat=4 split_feature=95 92 93 116 16 8 28 136 8 19 61 16 116 110 97 67 136 28 132 136 125 54 1 4 28 1 93 53 52 136 split_gain=1866.66 287.466 200.486 92.4199 119.53 87.4502 82.6856 58.6936 57.329 55.2951 53.5335 49.9743 49.3536 48.6881 41.8861 37.4706 33.9135 32.7475 32.6606 31.5427 31.2645 31.2401 30.7475 30.1257 25.905 25.878 25.5085 25.0858 25.0576 24.1372 threshold=0.2776274979114533 0.63536804914474498 -0.8452012538909911 -0.39873388409614557 14.039999961853029 13.550000190734865 1014.6499938964845 0 8.1500000953674334 12.50999975204468 0.2804850041866303 13.344999790191652 -0.50751903653144825 -0.072917349636554704 -0.84640169143676747 1.6749999523162844 1 1021.7500000000001 1017.4500122070314 2 0.90992662310600292 5.6150000095367441 58.500000000000007 5.9500000476837167 1015.6499938964845 313.50000000000006 0.60942173004150402 0.38499999046325689 0.074999999254941954 3 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 left_child=2 8 10 15 5 6 13 17 11 19 27 14 -13 -5 28 -4 -12 -8 29 -6 -10 -21 -16 -9 -24 -18 -3 -1 -2 -15 right_child=1 26 3 4 9 -7 7 23 20 -11 16 12 -14 18 22 -17 25 -19 -20 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0061605031626068112 0.0061920840837274369 0.00011837201590104144 -0.0063479276000921849 -0.0012538558906639687 -0.00064357072363053786 0.0013642528998027191 -0.0030048239690300682 -0.0011393499939349606 0.00028300209769474403 -0.0004909276366857375 -0.0051915408059200413 -0.0073000049776674987 0.00063961199676548504 -0.0052847692668011263 -0.00090930659239695736 -0.0031345404229701024 -0.0041567682562371425 -0.00054300370010336039 0.0010737954583206837 0.0081492983741335585 0.003243357131216055 0.0025631225643908875 -0.0063952987698192645 0.0013185419479710015 -0.002853389763849887 -0.00091648657172889588 0.0018795181632252694 -0.0018046889701248282 -0.0010744671282737167 -0.0034203446786486881 leaf_weight=1097 1223 21214 13305 19080 3902 17052 59922 37782 59065 32133 81105 2056 40776 33268 9278 28515 21305 17440 2938 3948 10505 6837 8996 18606 12114 8669 667456 9994 39620 36750 leaf_count=1097 1223 21214 13305 19080 3902 17052 59922 37782 59065 32133 81105 2056 40776 33268 9278 28515 21305 17440 2938 3948 10505 6837 8996 18606 12114 8669 667456 9994 39620 36750 internal_value=3.66536e-06 0.00135656 -0.00259777 -0.00195964 -0.00164241 -0.0020884 -0.00234916 -0.00155543 -0.000401197 0.000670758 -0.00432917 -0.00109115 0.000258499 -0.00350262 -0.00190271 -0.00415688 -0.0046599 -0.00244953 -0.00409073 0.00321235 0.000730013 0.00460375 -0.00330837 -0.000328276 -0.00436277 -0.00321855 0.00182527 -0.00101686 -0.000856878 -0.00430744 internal_weight=1.32595e+06 872303 453648 331478 289658 242838 225786 133750 183633 46820 122170 114063 42832 92036 71231 41820 111079 77362 72956 14687 69570 10785 30388 56388 21110 29974 688670 11091 40843 70018 internal_count=1325951 872303 453648 331478 289658 242838 225786 133750 183633 46820 122170 114063 42832 92036 71231 41820 111079 77362 72956 14687 69570 10785 30388 56388 21110 29974 688670 11091 40843 70018 cat_boundaries=0 1 2 3 4 cat_threshold=742 615 2208 870 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=31 num_cat=4 split_feature=93 108 113 76 29 136 136 20 136 12 81 55 136 8 53 11 109 53 56 61 17 12 92 82 120 29 102 30 125 96 split_gain=1674.57 221.843 211.577 130.839 101.116 92.8648 84.8584 65.8016 63.7669 48.6157 42.8461 41.0468 37.9237 37.9208 35.3524 33.6054 32.7095 32.6683 31.7519 30.7502 30.5533 29.1995 29.1013 32.86 28.8645 27.9314 27.8388 26.0849 25.2619 24.8031 threshold=0.34135127067565924 0.78717321157455455 -0.84335932135581959 32.284999847412116 1022.3500061035157 0 1 6.4749999046325692 2 1.6749999523162844 228.59637451171878 4.4949998855590829 3 6.9500000476837167 1.8450000286102297 7.2500000000000009 0.30347830057144171 0.14500000327825549 267.49455261230474 0.2863528728485108 13.344999790191652 1.3149999976158144 -0.087350349873304353 281.69262695312506 0.39873388409614569 1020.2500000000001 0.22275703400373462 1015.8500061035157 0.95878320932388317 -0.77047806978225697 decision_type=2 2 2 2 2 1 1 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 6 4 5 10 9 14 19 -1 -4 12 16 20 21 -14 -8 -17 -9 -2 -10 -7 23 -13 -15 -18 -3 -16 -23 -12 right_child=1 26 3 -5 -6 7 11 18 13 -11 29 22 15 24 27 17 25 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0034549592533044599 -0.0088576900795765932 -0.002973846592373292 2.5257110404786098e-05 0.0012923449562567634 0.0020938825799177107 -0.0028386583287171377 0.0055170446647932305 -0.004867769244283269 -0.0016854112130952259 -0.0013421481585911719 -0.0046690700943111119 -0.0005066117273773115 -0.0012403942722986339 0.0009477326719890026 -0.0037845591082945871 0.0076863652843646548 1.3012928851404603e-07 0.00067869827760790469 -0.0018970965324148941 -0.0025392364545797656 0.00035670146071902013 -2.8835022492652066e-05 -0.00065222414453574499 -0.0041954571676961136 -0.0034276183764030601 0.00652899299754008 0.0017722006612020816 -0.00087760288173910979 0.0054620477261484307 -0.0063725876258193649 leaf_weight=54280 2524 3104 3905 13756 7191 8412 5596 43177 44098 54628 55561 10191 30771 75331 24564 2042 11228 8963 11362 8122 31329 14479 58193 14811 3968 1918 674026 11252 2449 34720 leaf_count=54280 2524 3104 3905 13756 7191 8412 5596 43177 44098 54628 55561 10191 30771 75331 24564 2042 11228 8963 11362 8122 31329 14479 58193 14811 3968 1918 674026 11252 2449 34720 internal_value=3.47664e-06 0.00134948 -0.0023422 -0.00343646 -0.00373612 -0.00393587 -0.00134234 -0.00298595 -0.000292285 -0.00239496 -0.00510187 -0.000544441 0.000446281 -3.46093e-05 -0.00186014 -0.000392223 0.00231428 0.00197899 -0.00424889 -0.00403345 -0.000837209 -0.000430929 -0.00126518 -0.00269186 0.000728797 0.000952691 0.00175044 -0.00287131 0.000765539 -0.0053242 internal_weight=1.32595e+06 842502 483449 230828 217072 209881 252621 115695 165372 108908 94186 143713 60518 154726 61156 41776 18742 11005 54539 10646 75427 25340 83195 25002 79299 13146 677130 35816 16928 90281 internal_count=1325951 842502 483449 230828 217072 209881 252621 115695 165372 108908 94186 143713 60518 154726 61156 41776 18742 11005 54539 10646 75427 25340 83195 25002 79299 13146 677130 35816 16928 90281 cat_boundaries=0 1 2 3 4 cat_threshold=614 228 96 1794 is_linear=0 shrinkage=0.05 Tree=55 num_leaves=31 num_cat=3 split_feature=92 95 112 76 29 60 136 136 21 12 55 54 52 55 95 136 79 16 66 30 4 66 12 81 28 76 55 29 109 16 split_gain=1533.14 236.529 169.351 133.679 120.373 85.1823 60.5733 56.25 59.4284 50.3043 44.7073 44.3743 39.7584 37.569 35.6701 33.6966 32.1465 31.8744 29.8886 34.8381 28.8253 28.7732 28.731 28.5599 41.7726 29.3579 27.7943 26.4926 25.6746 37.198 threshold=0.26676005125045782 0.61166951060295116 -0.87878364324569691 20.954999923706058 1021.0499877929689 0.35115532577037817 0 1 6.4149999618530282 1.5349999666213991 10.025000095367433 1.544999957084656 3.8549998998641972 0.064999999478459372 -0.53439414501190174 2 13.795000076293947 15.405000209808351 1.6549999713897707 1016.1499938964845 4.1499998569488534 28.125000000000004 3.1650000810623173 288.07160949707037 1016.6499938964845 9.3550000190734881 3.8950001001358037 1022.3500061035157 0.73456770181655895 12.50999975204468 decision_type=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 2 2 2 2 left_child=2 5 6 4 7 14 9 21 18 -1 12 15 -7 -8 27 -5 -13 23 -9 -20 -10 -4 -18 25 -25 -15 -14 -2 29 -3 right_child=1 28 3 11 -6 10 13 8 20 -11 -12 16 26 17 -16 -17 22 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0034442617254190054 -0.0050877024924418854 -0.0012171463041039208 -0.0048318562017147342 -0.0018825791375773294 0.0011876305658859057 -0.00047446876118071506 0.0032847110230221142 -0.0037543108649767593 -0.0051766172407972421 -0.0011862200794991451 -0.00054189267759078934 0.001741262116312465 0.0043207800288632969 -0.00098300752113306025 -0.0013905639385271493 0.0037042744187453271 -0.0035475915956473315 0.0018462010782365778 -0.0021619686665818104 0.0014509446391842047 -0.0027290968328602312 -0.010636941072767841 0.00080832640065530955 -0.0036732062004280232 -0.00019134368890055757 0.0017636003464298361 0.0013046721111475482 0.0081617261376620964 0.0017030474622021204 0.0020539280566401882 leaf_weight=44152 12528 18594 89048 3988 11557 20646 6311 16090 37432 55884 90949 5374 11392 36984 22440 8318 16964 10912 23121 9379 17727 2187 4873 19351 15525 13202 23182 389 661363 16319 leaf_count=44152 12528 18594 89048 3988 11557 20646 6311 16090 37432 55884 90949 5374 11392 36984 22440 8318 16964 10912 23121 9379 17727 2187 4873 19351 15525 13202 23182 389 661363 16319 internal_value=-8.09742e-07 0.00121421 -0.00237949 -0.00326062 -0.00377039 -0.000393229 -0.00130787 -0.00406426 -0.00326656 -0.00218261 0.000139474 -0.000596254 0.00126171 -0.000452102 -0.00259547 0.00189523 -0.00172301 -0.000697872 -0.00199188 -0.00111934 -0.00439003 -0.00497047 -0.00257555 -0.00102423 -0.00212326 -0.000260481 0.00229847 -0.00468869 0.00163329 0.000311816 internal_weight=1.32618e+06 877802 448379 246058 206541 181526 202321 194984 103749 100036 146169 39517 55220 102285 35357 12306 27211 95974 48590 32500 55159 91235 21837 85062 34876 50186 34574 12917 696276 34913 internal_count=1326181 877802 448379 246058 206541 181526 202321 194984 103749 100036 146169 39517 55220 102285 35357 12306 27211 95974 48590 32500 55159 91235 21837 85062 34876 50186 34574 12917 696276 34913 cat_boundaries=0 1 2 3 cat_threshold=244 614 4676 is_linear=0 shrinkage=0.05 Tree=56 num_leaves=31 num_cat=3 split_feature=95 54 94 8 16 12 14 136 31 31 29 116 125 82 55 87 103 55 136 111 14 136 23 33 36 55 30 62 12 124 split_gain=1392.77 233.96 146.558 75.628 76.1672 68.0189 70.8832 64.3492 46.8347 44.7171 40.3266 40.1024 39.0025 38.0083 37.7475 43.1951 37.522 35.9293 31.9536 29.7557 30.4363 29.3795 29.2255 29.161 25.7419 24.6681 23.1465 22.2144 21.1868 21.0793 threshold=0.24619786441326144 0.38499999046325689 -0.84771376848220814 8.1500000953674334 12.50999975204468 1.9249999523162844 1.8149999976158144 0 1019.7500000000001 1018.4500122070314 1015.7500000000001 -0.33379416167736048 0.93038213253021251 246.97232055664065 1.1349999904632571 0.86117511987686168 -0.56866502761840809 14.465000152587892 1 0.24094463884830478 1.735000014305115 2 6.9649999141693124 12.750000000000002 17.650000572204593 11.355000019073488 1014.5499877929689 0.26839047670364385 2.1550000905990605 0.93038213253021251 decision_type=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 2 2 2 left_child=2 -2 10 4 9 7 -7 16 19 22 13 -6 18 24 -8 17 -4 -16 -5 -9 -21 -12 28 -23 -1 -10 -17 -15 -3 -18 right_child=1 3 5 12 11 6 14 8 25 -11 21 -13 -14 27 15 26 29 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.002092854695139226 0.0016254902382643436 -0.0028163254245650734 -0.0059298206116630671 -0.00093772137186831682 -0.0050836105477848519 0.0029016425752760935 0.0017224630653736722 -0.00066860018967010481 0.0020831333216320166 -0.00046706409471025868 -0.0042366862036005972 0.00042138130039871802 0.0033330937177389504 -0.0014645196053330823 0.00047819326727158737 -0.0042013462022449698 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-0.64942333102226246 13.344999790191652 1017.2500000000001 2.8850001096725468 12.50999975204468 283.27940368652349 3.8950001001358037 6.5499999523162851 7.7500000000000009 13.344999790191652 14.039999961853029 6.9049999713897714 303.56109619140631 238.50000000000003 281.50000000000006 -0.18954125046730039 1022.0499877929689 0.38499999046325689 0.37757788598537451 1.6250000000000002 14.84999990463257 6.8650000095367441 19.095000267028812 270.50000000000006 1021.5499877929689 1013.4500122070314 1016.8500061035157 1009.4500122070314 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=2 10 12 4 5 7 16 9 19 21 11 13 -1 -2 -15 -13 -5 -18 22 -9 -16 -4 -6 -20 -7 -8 -10 28 29 -21 right_child=1 -3 3 6 18 24 25 8 26 -11 -12 15 -14 14 20 -17 17 -19 23 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0026693943135511567 -0.00025335056454423922 0.0015040160655081887 -0.0035020865305652703 0.00044790860026955472 -0.001549049137243922 0.002868192269208526 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5.08057e-05 -0.00315124 -0.00370113 -0.00168471 -0.000340801 -0.000862739 -0.00415152 -0.00160222 -0.00249018 0.000344249 0.00222503 0.00420466 -0.000833629 -0.00293372 -0.00438373 -0.00276031 -0.00136559 0.000878228 0.000534215 -0.000951135 -0.00534398 -0.00315159 -0.0040511 -0.00436626 internal_weight=1.32618e+06 890668 435513 361553 285983 204888 75570 189334 137702 51632 206747 147083 73960 91205 54999 55878 23839 11277 81095 93859 19822 36581 61869 19226 15554 51731 43843 88392 39509 37486 internal_count=1326181 890668 435513 361553 285983 204888 75570 189334 137702 51632 206747 147083 73960 91205 54999 55878 23839 11277 81095 93859 19822 36581 61869 19226 15554 51731 43843 88392 39509 37486 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=31 num_cat=4 split_feature=92 95 114 76 28 60 136 55 136 53 73 67 4 55 136 28 12 15 110 7 52 136 52 12 109 124 55 87 12 23 split_gain=1137.11 175.941 146.864 105.152 80.1371 72.2131 50.9551 46.6853 46.093 50.1693 45.4979 45.122 46.9057 38.7244 38.0336 35.0356 35.063 34.5248 33.7654 33.5865 34.2719 31.6448 29.5632 29.2126 27.1653 25.4039 24.4785 24.4007 24.7485 24.119 threshold=0.26263277232646948 0.61166951060295116 -0.86159634590148915 18.914999961853031 1021.0499877929689 0.37294259667396551 0 10.025000095367433 1 2.3149999380111699 0.86066836118698131 1.2749999761581423 4.1499998569488534 4.9049999713897714 2 1019.8500061035157 2.9650000333786015 1.4950000047683718 0.22274816781282428 5.6499998569488534 0.82499998807907116 3 0.11499999836087228 1.6749999523162844 -0.24710402637720105 0.52247866988182079 0.10500000044703485 0.84785297513008129 1.5249999761581423 5.3450000286102304 decision_type=2 2 2 2 2 2 1 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=2 5 6 4 10 15 23 21 18 -10 11 -4 29 19 17 16 26 25 -5 20 -8 -7 -21 -1 -16 -14 -2 28 -28 -13 right_child=1 -3 3 8 -6 7 13 -9 9 -11 -12 12 14 -15 24 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0027864607048486145 0.0017903571029509902 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37555 5480 6595 14329 7185 68082 internal_value=-6.95057e-07 0.00104234 -0.00205582 -0.00290734 -0.00341863 -0.000336139 -0.00109007 0.000184239 -0.00074044 0.000358002 -0.00366977 -0.00345666 -0.00304014 -0.000383555 -0.00204716 -0.00222926 -0.00286765 -0.000418459 -0.00305589 0.000590062 -0.00026233 0.00137819 0.00241136 -0.00195203 -0.00297387 0.00203401 -0.00339055 -0.00378129 -0.00227908 -0.00392125 internal_weight=1.32618e+06 879705 446476 237272 191974 183256 209204 143744 45298 30731 181033 168829 134028 114984 63014 39512 33376 22865 14567 54086 36843 52163 17243 94220 40149 8816 30229 28109 13780 71014 internal_count=1326181 879705 446476 237272 191974 183256 209204 143744 45298 30731 181033 168829 134028 114984 63014 39512 33376 22865 14567 54086 36843 52163 17243 94220 40149 8816 30229 28109 13780 71014 cat_boundaries=0 1 2 3 4 cat_threshold=228 4676 3472 5393 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=31 num_cat=5 split_feature=95 54 29 31 88 136 52 8 136 55 40 109 136 67 116 8 77 133 132 29 58 29 125 8 4 55 136 136 31 105 split_gain=1035.37 197.91 108.12 69.8751 69.6346 67.4221 56.5608 47.4202 44.8914 44.0641 39.9245 48.8442 43.1115 39.9017 34.6852 33.7445 30.2588 28.4409 27.6005 35.0223 26.9893 26.8029 25.667 37.5306 25.1318 24.2981 23.8236 23.4778 22.0193 19.255 threshold=0.19021319597959521 0.38499999046325689 1016.8500061035157 1016.5499877929689 -0.40380233526229853 0 25.685000419616703 11.050000190734865 1 2.3950001001358037 14.449999809265138 0.017413947731256488 2 40.239999771118171 -0.64942333102226246 16.050000190734867 27.515000343322757 1018.6499938964845 1017.4500122070314 1013.4500122070314 228.61101531982425 1019.6499938964845 0.94260558485984813 7.5499999523162851 8.1500000953674334 0.10500000044703485 3 4 1020.0499877929689 -0.70882910490036 decision_type=2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 left_child=2 -2 4 6 10 9 13 25 24 21 11 12 -1 16 -7 18 17 27 19 -13 -14 -4 -16 -24 -5 -6 -21 -3 -11 -15 right_child=1 3 5 8 7 14 -8 -9 -10 28 -12 15 20 29 22 -17 -18 -19 -20 26 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0023060474964825949 0.0014035089360214378 -0.0006649684387245074 0.0015761500179464487 0.0011253105622438251 0.0017057496363045276 -0.0047537368830709876 0.00071382370054294075 -0.0004485436232352885 -9.1661388343030587e-05 -0.0010683375762655493 -0.0060421533682357533 -0.0036178985715996435 0.0038153614060494959 -0.0064943368113844465 -0.0017942196692378209 0.0030183736329970402 0.00089549616798072793 0.0032253146097418039 0.001738898944531342 -0.00068475302089801278 -8.6783473321884995e-05 0.006786278214639326 -0.0011524470994490063 0.0050511026009005498 0.0038480712959349005 -0.0043122949063418899 -0.0026122017280919693 -0.0027693526825234788 0.001506906658461947 -0.0018425035165778002 leaf_weight=21078 654106 19705 7212 33210 1714 8669 29932 9510 98703 25759 6191 56552 5543 6233 66847 2761 11832 2634 3619 24433 22093 3753 7852 3536 11379 78251 46752 40616 12247 3459 leaf_count=21078 654106 19705 7212 33210 1714 8669 29932 9510 98703 25759 6191 56552 5543 6233 66847 2761 11832 2634 3619 24433 22093 3753 7852 3536 11379 78251 46752 40616 12247 3459 internal_value=-6.59221e-07 0.000941142 -0.00207305 -0.000232447 -0.00263719 -0.00091676 -0.00115385 -0.00378635 0.000503242 0.000566993 -0.00209323 -0.00195952 -0.000603496 -0.00181559 -0.00175273 -0.00245205 -0.0014244 -0.00186041 -0.00256704 -0.00268903 0.000695625 0.00335943 -0.00142042 0.000773769 0.00181974 -0.0041833 -0.0019511 -0.00208248 -0.000238494 -0.00483413 internal_weight=1.32618e+06 911809 414372 257703 278497 135875 114411 89475 143292 48971 189022 182831 48714 84479 86904 134117 74787 62955 131356 127737 27636 10965 78235 11388 44589 79965 71185 60321 38006 9692 internal_count=1326181 911809 414372 257703 278497 135875 114411 89475 143292 48971 189022 182831 48714 84479 86904 134117 74787 62955 131356 127737 27636 10965 78235 11388 44589 79965 71185 60321 38006 9692 cat_boundaries=0 1 2 3 4 5 cat_threshold=5889 1296 176 3456 7296 is_linear=0 shrinkage=0.05 Tree=60 num_leaves=31 num_cat=4 split_feature=94 108 113 12 30 136 136 20 15 136 54 52 124 55 12 103 75 125 65 54 136 64 108 54 8 7 12 79 55 17 split_gain=939.166 137.19 120.484 99.5325 76.9479 62.4476 50.067 48.8317 43.5737 40.2142 33.8267 33.5182 33.1729 30.9302 35.0912 28.0489 27.9053 26.733 26.2156 25.4773 25.0587 24.8567 24.4796 24.366 23.928 21.0961 19.6729 19.6658 19.5563 19.4845 threshold=0.28895160555839544 0.7575325369834901 -0.8703225553035735 2.5649999380111699 1020.9500122070314 0 1 6.4549999237060556 2.2949999570846562 2 1.1649999618530276 5.4049999713897714 0.94828754663467418 6.2650001049041757 1.6250000000000002 0.12664251774549487 0.88853535056114208 0.90255093574523937 1.3650000095367434 0.064999999478459372 3 1.1649999618530276 -0.67060548067092884 3.2549999952316289 6.7500000000000009 7.3500001430511483 1.7749999761581423 12.114999771118166 1.7549999952316286 14.039999961853029 decision_type=2 2 2 2 2 1 1 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=2 9 6 4 5 22 21 12 -5 24 -10 17 18 14 15 19 -12 -11 -7 -8 -6 -1 -4 -20 -2 -14 -15 -25 -22 -23 right_child=1 -3 3 8 20 7 13 -9 10 11 16 -13 25 26 -16 -17 -18 -19 23 -21 28 29 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.0039768985383093237 -0.0003068669333305714 0.0012960365795053165 0.00012106659709370566 0.0037556207181240146 -0.0018645418438296185 -0.0036920885125291385 0.0034723314285150693 -0.0034816352190769877 0.00471525516354854 -0.0033404361642506535 -0.00080700696411958959 -0.00040244838998042693 0.00024127958473877726 -0.0024806770505714144 0.0025518030867020436 0.0011118449796445038 -0.0065284807162761423 0.00088566801331114325 -0.00013563420588130363 -0.001878609802130965 0.0070820929245543124 -0.0018830365249888023 -0.0042470061521827779 -0.0012123671668674749 0.0012979718076782552 0.0068331804889814416 -0.00047294007111492215 -0.0046367137690579742 0.0012317519761789165 4.1380047725967262e-05 leaf_weight=11590 48382 687899 3324 6957 4875 13469 2472 51834 2353 20573 13633 61003 4095 18001 15620 22013 2526 4574 24404 22218 1928 67103 91503 10486 44672 1725 37867 6986 5513 16360 leaf_count=11590 48382 687899 3324 6957 4875 13469 2472 51834 2353 20573 13633 61003 4095 18001 15620 22013 2526 4574 24404 22218 1928 67103 91503 10486 44672 1725 37867 6986 5513 16360 internal_value=7.02777e-06 0.000975035 -0.00182223 -0.00257717 -0.00291953 -0.00314709 -0.000952699 -0.00235234 0.000382032 -0.000257171 -0.000885797 -0.00103554 -0.00139571 -0.000265519 0.000500279 -0.000185862 -0.0017014 -0.00257175 -0.00177331 -0.00134287 0.00092048 -0.00180694 -0.00409346 -0.00115615 0.000463511 0.00219506 -0.00111984 -0.00258156 0.00274392 -0.00150582 internal_weight=1.32596e+06 867103 458855 245611 220142 207826 213244 112999 25469 179204 18512 86150 61165 118191 62323 46703 16159 25147 55345 24690 12316 95053 94827 41876 93054 5820 55868 17472 7441 83463 internal_count=1325958 867103 458855 245611 220142 207826 213244 112999 25469 179204 18512 86150 61165 118191 62323 46703 16159 25147 55345 24690 12316 95053 94827 41876 93054 5820 55868 17472 7441 83463 cat_boundaries=0 1 2 3 4 cat_threshold=614 228 7425 228 is_linear=0 shrinkage=0.05 Tree=61 num_leaves=31 num_cat=4 split_feature=95 116 108 16 8 30 116 109 16 79 16 136 132 136 54 126 116 23 136 28 136 8 7 103 92 55 96 75 12 52 split_gain=852.768 121.706 116.914 102.637 80.4929 71.6873 63.2452 55.1643 47.135 45.6459 41.8461 41.2144 39.1965 38.4036 37.1945 35.0296 33.3564 31.7775 31.1901 30.3739 29.4179 28.8281 28.795 28.6026 28.2337 27.0348 24.833 24.7926 23.591 22.9951 threshold=0.31496433913707739 -0.72534674406051625 0.70502930879592907 13.344999790191652 11.650000095367433 1016.2500000000001 0.39873388409614569 0.017413947731256488 13.344999790191652 6.7449998855590829 14.039999961853029 0 1017.7500000000001 1 8.3949999809265154 0.90992662310600292 -0.43049471080303187 5.4849998950958261 2 1022.3500061035157 3 6.6499998569488534 4.7500000000000009 -0.15747343003749845 -0.23477246612310407 4.2449998855590829 -0.86972802877426136 0.82918483018875133 2.495000004768372 25.045000076293949 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 left_child=1 10 8 4 5 7 23 22 13 -6 -1 -7 15 26 18 27 -10 -15 -8 -13 -11 -19 -3 -5 -12 -25 -2 28 -9 -28 right_child=2 3 -4 6 9 11 14 12 16 20 24 19 -14 17 -16 -17 -18 21 -20 -21 -22 -23 -24 25 -26 -27 29 -29 -30 -31 leaf_value=-0.0022185136178215809 -0.00099545968109538622 -0.0022428124759090954 0.0012192874139379422 -0.0022564761198726521 0.0044750252349375144 0.00039754134021195253 -0.0016674879983722163 -0.0034406868455966726 -0.0051566186329052126 -0.00218228917596909 -0.0043777601604534184 -0.0022900342775920759 0.0026601546487771098 0.0026237393335530228 0.0010102484386180762 -0.00081661679903969296 0.0011240264878068461 -0.0017207700015396392 0.0070917156659216357 0.00024093206080320843 0.00076690552423876971 0.00058892507691019665 0.00066114399285618908 0.0022524530018163571 -0.010232733133129552 -0.00056037392904556289 -0.0045337302518711721 -0.0050007229796291894 9.4240341660333806e-05 0.00049530294933563168 leaf_weight=29764 16963 19959 703778 19079 5556 32182 1238 84226 2204 13982 37390 56380 2755 8353 13095 12167 51785 30200 5704 15010 21362 24445 14916 10653 2179 43115 13937 25865 5000 2716 leaf_count=29764 16963 19959 703778 19079 5556 32182 1238 84226 2204 13982 37390 56380 2755 8353 13095 12167 51785 30200 5704 15010 21362 24445 14916 10653 2179 43115 13937 25865 5000 2716 internal_value=6.67569e-06 -0.00170008 0.00094872 -0.00136659 -0.00180423 -0.00211903 9.10145e-05 -0.00276659 -0.000315662 0.000262077 -0.00363483 -0.00108811 -0.00324025 -0.0009769 0.00257874 -0.00336799 0.000867631 -0.000248459 0.00553746 -0.00175764 -0.000400189 -0.000687547 -0.00100079 -0.00059325 -0.00470018 -3.07135e-06 -0.00234126 -0.00363771 -0.0032426 -0.00371353 internal_weight=1.32596e+06 471577 854381 402244 309360 268460 92884 164888 150603 40900 69333 103572 130013 96614 20037 127258 53989 62998 6942 71390 35344 54645 34875 72847 39569 53768 33616 115091 89226 16653 internal_count=1325958 471577 854381 402244 309360 268460 92884 164888 150603 40900 69333 103572 130013 96614 20037 127258 53989 62998 6942 71390 35344 54645 34875 72847 39569 53768 33616 115091 89226 16653 cat_boundaries=0 1 2 3 4 cat_threshold=7425 614 2080 4676 is_linear=0 shrinkage=0.05 Tree=62 num_leaves=31 num_cat=6 split_feature=94 108 113 76 29 136 136 54 55 28 136 64 16 26 11 81 108 136 8 108 54 136 87 52 70 136 15 52 20 64 split_gain=769.916 112.505 102.425 79.2067 62.369 49.2751 46.7682 34.9527 32.6303 33.7898 27.8384 27.3067 27.1292 31.757 26.5908 26.5487 26.4459 23.8973 22.9291 26.3057 22.5067 22.496 21.9931 21.2258 20.6429 20.4256 21.0177 20.2922 20.663 29.2578 threshold=0.28895160555839544 0.66719719767570507 -0.84335932135581959 28.535000801086429 1020.9500122070314 0 1 3.5049999952316289 6.6549999713897714 1017.4500122070314 2 1.1649999618530276 13.344999790191652 300.50000000000006 12.34999990463257 265.04501342773443 -0.67060548067092884 3 6.5499999523162851 -0.93657124042510975 1.3750000000000002 4 0.88951063156127941 5.9949998855590829 306.77091979980474 5 1.6649999618530276 4.5650000572204599 6.1349999904632577 1.5249999761581423 decision_type=2 2 2 2 2 1 1 2 2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2 left_child=2 10 5 4 6 11 16 14 9 15 -2 -1 13 -12 27 -7 -4 -11 -15 -20 21 -5 -3 -24 -9 -6 -27 28 29 -8 right_child=1 22 3 20 25 8 7 24 -10 17 12 -13 -14 18 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0038966762371168764 -0.0046250952870251121 0.0011773534879258481 0.00072395494549484535 0.00060255701749953501 -0.0020259760413621373 0.0015591169942974351 -0.0029598312798109192 -0.002517396820002407 -0.0011508359147607038 -1.615248248057148e-05 0.0001163768970411955 -0.0014250381265641105 0.00060285735237092936 -0.0029978963132763783 0.0023400550158931581 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threshold=0.28895160555839544 0.66727203130722057 210.50000000000003 1014.4500122070314 0.017413947731256488 0 1 1017.6499938964845 0.90255093574523937 3.3549998998641972 8.3499999046325701 14.039999961853029 -0.8338540494441985 29.07499980926514 -0.90255093574523915 6.6499998569488534 13.344999790191652 13.344999790191652 259.50000000000006 2.1450001001358037 1.825000047683716 -0.81033864617347706 73.500000000000014 1019.5499877929689 0.36648726463317877 2.745000004768372 0.98500001430511486 1.3049999475479128 2 11.775000095367433 decision_type=2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=2 10 11 4 6 23 -4 9 12 13 14 -1 28 17 -2 -10 21 19 -19 -6 -21 -16 -23 -5 -12 -14 -17 -22 29 -7 right_child=1 -3 3 5 7 8 -8 -9 15 -11 24 -13 25 -15 16 26 -18 18 -20 20 27 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.002011786953475151 -0.0088325692260910992 0.0011206343973855315 -0.0024886416198866752 0.0002773022583251352 -0.0036854181560984551 0.0010571960750536901 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69.5558 68.1956 56.9499 56.9073 53.1762 46.7966 56.406 43.0746 42.7765 42.6273 39.2176 38.3586 36.1404 36.0691 35.5647 35.0774 33.651 31.9991 30.1904 30.4365 29.0963 26.1064 25.3915 24.3427 26.3584 23.4998 threshold=0.31496433913707739 -0.72534674406051625 13.344999790191652 0.76355826854705822 0.90255093574523937 284.79814147949224 5.8500001430511483 12.50999975204468 14.050000190734865 0 8.0349998474121112 13.344999790191652 3.2849999666213994 1 2 5.6150000095367441 5.2500000000000009 3 1020.8500061035157 214.50000000000003 14.039999961853029 249.50000000000003 5.5250000953674325 5.6499998569488534 1016.9500122070314 -0.23477246612310407 1019.8500061035157 1020.9500122070314 314.86093139648443 1.735000014305115 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 20 4 11 5 9 -6 14 12 16 29 17 13 24 -4 21 -3 27 26 -13 -1 -16 -19 -24 -7 -22 -14 28 -2 -11 right_child=3 2 7 -5 6 8 -8 -9 -10 10 -12 19 18 -15 15 -17 -18 22 -20 -21 25 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0018953438866356601 -0.0022134487743760162 -0.0021625441032579263 -0.00086151102655201712 0.0010715956172448161 -0.0015694139971777312 -0.0013409888727335308 0.0022446934997110719 -0.00064850330718263169 0.00099104299172068249 0.001729691042540784 -0.0012564073825848175 -0.0064369263478012547 -0.0040127526004143437 -0.0028545974963876636 0.00059084863349035299 0.0014908673584069171 0.00021148474590943503 0.0024134101657058708 -0.00020331809224204047 0.0010961861974610511 -0.0038107438278613898 0.007950047726596363 -0.0014968854727896819 0.00071390665255673298 0.0021566051099919737 -0.0094408213645305813 0.0058432231225588396 0.00036433152077134008 -0.0073970894134634847 0.00651954828379656 leaf_weight=29764 26840 48091 8118 682708 19062 31534 20114 65270 10612 5522 10507 1587 66109 53856 1998 11832 24047 10188 7143 58842 37390 5666 35227 27897 7328 2179 660 8393 2699 4775 leaf_count=29764 26840 48091 8118 682708 19062 31534 20114 65270 10612 5522 10507 1587 66109 53856 1998 11832 24047 10188 7143 58842 37390 5666 35227 27897 7328 2179 660 8393 2699 4775 internal_value=5.72559e-06 -0.0014711 -0.00117906 0.000820864 -0.00158005 -0.00186554 0.00038885 0.000156488 -0.00244077 -0.000768568 0.00132032 -0.000176246 -0.00265933 -0.00194405 0.00205921 0.00327414 -0.00137098 -0.000759978 -0.00355659 0.00089835 -0.00316542 0.00603151 -0.000112205 -0.000519849 -0.000681291 -0.00412078 -0.00391533 -0.00201138 -0.00268708 0.00395088 internal_weight=1.32596e+06 471577 402244 854381 309360 270184 39176 92884 177242 92942 20804 171673 166630 92718 27614 19496 72138 111244 73912 60429 69333 7664 73312 63124 38862 39569 66769 37932 29539 10297 internal_count=1325958 471577 402244 854381 309360 270184 39176 92884 177242 92942 20804 171673 166630 92718 27614 19496 72138 111244 73912 60429 69333 7664 73312 63124 38862 39569 66769 37932 29539 10297 cat_boundaries=0 1 2 3 4 cat_threshold=2292 3331 2208 614 is_linear=0 shrinkage=0.05 Tree=65 num_leaves=31 num_cat=1 split_feature=95 54 99 12 66 30 136 55 55 67 28 12 12 52 12 79 55 108 96 96 4 133 11 16 116 38 64 0 92 129 split_gain=581.097 102.614 79.8215 50.7038 54.7845 51.2486 48.9476 47.6055 45.5139 58.0538 47.8681 43.7999 33.8139 33.4837 30.2685 28.7981 28.4518 27.3666 26.6162 26.412 26.0762 25.9611 23.1292 22.9841 37.4502 21.6974 21.086 20.4497 20.2137 20.1447 threshold=0.21520053595304492 0.42499999701976782 -0.78763067722320546 2.9650000333786015 27.214999198913578 1020.9500122070314 0 0.38499999046325689 5.7449998855590829 2.1950000524520878 1017.4500122070314 2.1450001001358037 2.9650000333786015 9.8649997711181658 1.9650000333786013 11.994999885559084 0.14500000327825549 0.034052794799208648 -0.76515200734138478 -0.83297199010848988 6.2500000000000009 1017.6499938964845 6.4500000476837167 12.50999975204468 -0.33379416167736048 16.349999427795414 1.044999957084656 334.50000000000006 -0.96353414654731739 308.50000000000006 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 6 4 5 11 17 -4 9 16 14 19 18 -6 21 -16 22 25 26 -3 -12 23 -8 -11 -25 -1 -9 -20 -10 -18 right_child=1 3 7 -5 13 -7 8 12 28 10 20 -13 -14 -15 15 -17 29 -19 27 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=4.6549527623542246e-05 0.0010439198795459824 -0.00071338354112154541 0.0026880746977138688 0.0010646855090475427 -0.0046436493395569474 0.0014972434696224736 -0.00077576107754190327 -0.0049437159271769251 -0.0040619218832343837 -0.0015257285682997029 0.001243120232151441 0.00059268866438621224 0.000750640122399256 -0.0012100907121926105 0.0045671178535331555 0.00026620887246515078 -0.001910650288343402 -0.0028029245634635311 -0.004240264595637813 -0.0026642372337292979 0.0046254221130326689 0.0062672328312674483 0.0057403329326201503 -0.0013287917987755958 0.0048616771751938221 -0.0027869998581573734 -0.0017532172228571662 -0.00090801384644682197 -0.0014136730372318895 -0.0071584077049453992 leaf_weight=19566 654347 48381 3898 63388 11532 34675 3821 6072 7899 41251 19070 42590 5830 18477 5458 13566 38080 56468 47618 27050 8127 1259 2116 6167 4046 10319 35199 5097 82080 1921 leaf_count=19566 654347 48381 3898 63388 11532 34675 3821 6072 7899 41251 19070 42590 5830 18477 5458 13566 38080 56468 47618 27050 8127 1259 2116 6167 4046 10319 35199 5097 82080 1921 internal_value=-2.6254e-06 0.000716586 -0.00152666 -0.000153777 -0.000576512 -0.000192685 -0.00113727 -0.00273267 -0.000762894 -0.000214398 0.000467579 -0.000689193 -0.00294436 -0.00252955 -0.000209528 0.00150014 -0.00168328 -0.00215513 -0.00317357 -0.00141297 0.00225382 -0.000826427 0.00154663 -0.000999964 0.00112364 -0.000931848 -0.00222262 -0.00391807 -0.00164616 -0.00216267 internal_weight=1.32537e+06 900440 424928 246093 182705 152696 321214 103714 234861 144882 98944 118021 99816 30009 71747 19024 45938 86353 93986 75431 27197 52723 5937 51464 10213 29885 41271 52715 89979 40001 internal_count=1325368 900440 424928 246093 182705 152696 321214 103714 234861 144882 98944 118021 99816 30009 71747 19024 45938 86353 93986 75431 27197 52723 5937 51464 10213 29885 41271 52715 89979 40001 cat_boundaries=0 1 cat_threshold=100 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=31 num_cat=4 split_feature=94 98 108 54 136 12 7 54 31 87 136 136 55 109 29 134 0 52 67 54 126 52 104 136 88 74 98 38 28 12 split_gain=526.806 83.9618 77.4205 58.4584 50.1759 43.1635 37.9935 65.0451 35.1225 33.4906 31.3298 29.2889 34.4668 28.1797 27.1226 28.3985 26.0238 23.6272 23.7693 21.569 22.9604 21.0145 20.8737 20.4816 19.803 19.1811 18.4344 18.2764 17.9235 19.0687 threshold=0.2702042311429978 -0.83105608820915211 0.78717321157455455 0.54500001668930065 0 2.9050000905990605 5.1499998569488534 1.544999957084656 1016.5499877929689 0.8502081334590913 1 2 2.9850000143051152 -0.054515648633241647 1014.4500122070314 1018.8500061035157 167.50000000000003 22.275000572204593 45.514999389648445 0.14500000327825549 0.96359375119209301 7.555000066757203 -0.46963237226009363 3 -0.42390590906143183 0.86233758926391613 -0.68906998634338368 16.650000572204593 1021.4500122070314 2.0349999666213994 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 2 2 2 2 2 left_child=1 4 10 22 13 14 8 19 -6 16 24 12 -10 -1 15 25 -9 18 28 -8 -21 -15 -3 -16 -2 27 -26 -5 29 -12 right_child=2 3 -4 5 6 -7 7 9 11 -11 17 -13 -14 21 23 -17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.00048150295155247101 0.00062624091402849495 0.00058245506907656289 0.00096507362582239639 -0.0027685451947812448 -0.0018119913668156002 0.00077608037433852346 0.0065246740225694422 -0.0012565926220850154 0.00448165455902303 -0.001858444210420045 -0.0026085515498676915 -0.0011699641464289199 0.00010120597895669781 -0.0030655614945967985 -0.00063600386451354496 0.0072319613370498102 0.0012038474010347157 0.00018760813770299953 -0.0046948611212797855 0.0014832723487181183 0.0083299954174752052 -0.00098856472443032556 0.0074099421748360268 -0.0027421947333283159 -0.000598778236867017 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58210 19470 16250 63059 7753 59051 102048 58968 6512 52039 53086 41943 internal_count=1325368 450071 875297 134728 315343 126975 229171 93925 135246 74455 196202 59677 26229 86172 118608 59557 47278 94154 58210 19470 16250 63059 7753 59051 102048 58968 6512 52039 53086 41943 cat_boundaries=0 1 2 3 4 cat_threshold=100 7425 1793 3332 is_linear=0 shrinkage=0.05 Tree=67 num_leaves=31 num_cat=4 split_feature=95 54 99 31 87 8 136 55 55 12 12 17 23 107 79 132 136 0 136 125 76 136 29 125 19 63 55 109 70 66 split_gain=478.163 88.1343 66.2176 46.9934 45.1559 75.2923 42.1043 41.834 40.7056 38.1176 37.2545 35.5889 40.816 29.0258 28.017 26.3232 24.6591 25.6737 23.8676 23.4671 23.4323 23.2992 22.8836 22.5944 22.4756 22.3889 22.318 21.6897 20.5792 20.517 threshold=0.19021319597959521 0.42499999701976782 -0.78763067722320546 1017.1499938964845 0.87262773513793956 6.7500000000000009 0 0.38499999046325689 11.355000019073488 3.5749999284744267 1.8550000190734866 13.344999790191652 6.6649999618530282 -0.62565907835960377 12.114999771118166 1019.6499938964845 1 145.50000000000003 2 0.93038213253021251 9.8150000572204608 3 1014.5499877929689 -0.43049471080303187 5.7200000286102304 0.34302677214145666 6.2650001049041757 0.35664425790309912 298.55427551269537 37.944999694824226 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 1 2 2 1 2 2 2 2 2 2 2 2 left_child=2 -2 4 9 5 18 -5 -4 10 11 16 12 25 22 -12 21 17 -7 26 27 -20 -14 -9 28 -6 -3 -1 -18 -23 -25 right_child=1 3 7 6 24 8 -8 13 -10 -11 14 -13 15 -15 -16 -17 19 -19 20 -21 -22 23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=0.00035840239065414409 0.00094544990525565777 -0.0019621669913161923 0.0026069989865943532 0.0014685046557272299 0.001961631330951218 -0.0035439799938942248 -0.00032806693229324327 -0.0039610184154571827 -0.0013265731212861148 0.0013908788147648256 0.0042131279490484315 0.00029111239895152156 -0.00057415946929551518 -0.0010794860706529617 0.00095176724995426015 0.0026124390317414665 0.00076131101367512069 0.0046326837807980923 -0.0022040115159444218 0.0040149999878476015 -0.00015928188042319981 -0.0034760655601543235 -0.0022375363822472755 -0.0022024676372107968 -0.0023359442954364634 0.00060152863317079188 -0.0017660367323580292 -0.0019607976287937486 -0.0091154314450224063 -0.0054010143440578248 leaf_weight=29798 654981 14585 3841 61374 3183 1195 69574 41522 24109 16603 12751 29790 7841 21354 13618 2172 12413 4882 82165 2708 16892 3277 35922 20759 68832 20466 21128 17828 3195 6610 leaf_count=29798 654981 14585 3841 61374 3183 1195 69574 41522 24109 16603 12751 29790 7841 21354 13618 2172 12413 4882 82165 2708 16892 3277 35922 20759 68832 20466 21128 17828 3195 6610 internal_value=-2.37117e-06 0.00063788 -0.00141111 -0.000148287 -0.00104819 -0.000718071 0.000514055 -0.00251253 0.000429565 -0.000840496 0.001077 -0.00118133 -0.00173725 -0.00271157 0.00252883 -0.00275391 9.60226e-05 0.00301983 -0.00140293 -0.000444016 -0.00185514 -0.00303355 -0.00316159 -0.00360216 -0.002146 -0.000465246 -0.000522875 -0.000843456 -0.00626002 -0.00297496 internal_weight=1.32537e+06 911227 414141 256246 311502 239487 130948 102639 89504 125298 65395 108695 78905 98798 26369 43854 39026 6077 149983 32949 99057 41682 77444 33841 72015 35051 50926 30241 6472 27369 internal_count=1325368 911227 414141 256246 311502 239487 130948 102639 89504 125298 65395 108695 78905 98798 26369 43854 39026 6077 149983 32949 99057 41682 77444 33841 72015 35051 50926 30241 6472 27369 cat_boundaries=0 1 2 3 4 cat_threshold=1297 1280 7936 6304 is_linear=0 shrinkage=0.05 Tree=68 num_leaves=31 num_cat=0 split_feature=94 108 54 67 55 52 82 31 8 87 16 8 116 119 96 28 56 74 12 56 23 56 17 60 28 90 28 0 29 54 split_gain=434.63 93.9437 64.1601 58.7101 60.3468 55.3125 44.9544 37.7596 35.7338 45.8531 32.8596 35.495 34.1759 29.9138 28.1425 32.1402 25.1479 24.8233 24.8622 20.9397 20.664 20.6573 23.5822 20.7532 19.9425 19.0048 18.3993 17.5286 17.1505 17.1253 threshold=0.080973345786333098 0.78717321157455455 0.10500000044703485 1.3550000190734866 3.185000061988831 4.5650000572204599 278.85771179199224 1019.4500122070314 7.7500000000000009 0.87145116925239574 13.344999790191652 11.650000095367433 -0.39873388409614557 0.53727915883064281 -0.84850627183914173 1021.0499877929689 218.35554504394534 0.8172670602798463 2.9450000524520878 249.28326416015628 5.2850000858306894 293.51063537597662 11.120000362396242 0.35115532577037817 1013.7500000000001 -0.15651144832372663 1012.3500061035157 194.50000000000003 1017.4500122070314 0.54500001668930065 decision_type=2 2 2 2 2 2 2 2 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 10 26 24 5 8 -6 17 20 -10 11 14 -12 19 -2 21 -7 18 25 -14 -5 22 -16 -23 -4 -8 -1 -13 -22 -26 right_child=1 -3 3 4 6 16 7 -9 9 -11 12 27 13 -15 15 -17 -18 -19 -20 -21 28 23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-8.6477757670375163e-05 -0.00042460376256002257 0.00087288473656107883 -0.0040558949428012494 0.0014229995944570538 -0.00067073105022771992 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-0.00153959 -0.00124113 -0.000426877 -0.00186164 -0.00241852 -0.000727387 0.000547263 -0.000229185 -0.000653826 0.000488974 0.000660418 -0.00098554 -0.001882 0.00313637 -0.00277613 -0.00236436 8.94635e-05 -0.00131587 -0.00247462 -0.00363444 -0.00145315 -0.00288806 -0.00250104 0.00368392 0.000926449 -0.00154737 -0.0022421 internal_weight=1.32537e+06 954704 370664 364689 298599 129139 169460 115466 119095 37617 269377 169282 100095 96763 139913 53851 10044 99848 78448 68057 81478 43591 20413 23178 66090 76641 5975 29369 75128 42553 internal_count=1325368 954704 370664 364689 298599 129139 169460 115466 119095 37617 269377 169282 100095 96763 139913 53851 10044 99848 78448 68057 81478 43591 20413 23178 66090 76641 5975 29369 75128 42553 is_linear=0 shrinkage=0.05 Tree=69 num_leaves=31 num_cat=4 split_feature=95 54 24 87 4 125 12 29 136 0 136 136 132 136 19 4 12 111 67 16 55 81 87 16 23 0 29 39 23 55 split_gain=392.992 71.6593 59.313 51.5204 76.0647 43.7909 41.1146 47.5335 36.782 43.1817 33.322 32.017 31.5719 30.5932 28.3682 26.5035 24.71 24.3711 27.5802 23.9548 27.2859 27.0309 22.287 21.6717 21.3136 20.4368 20.0636 26.2778 19.678 19.6274 threshold=0.19021319597959521 0.42499999701976782 203.50000000000003 0.86117511987686168 5.7500000000000009 0.9170251488685609 3.5149999856948857 1014.6499938964845 0 159.50000000000003 1 2 1017.9500122070314 3 6.9049999713897714 11.150000095367433 1.544999957084656 0.45026962459087377 45.514999389648445 13.344999790191652 6.2650001049041757 283.34303283691412 0.83889549970626842 14.039999961853029 7.9849998950958261 190.50000000000003 1020.9500122070314 12.050000190734865 6.9649999141693124 0.54500001668930065 decision_type=2 2 2 2 2 2 2 2 1 2 1 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 23 4 13 8 7 12 9 -6 24 -5 17 19 -13 22 -15 25 -19 21 -21 -4 -11 -1 26 -3 27 -9 -18 -7 right_child=1 6 3 11 5 29 -8 10 -10 15 -12 14 -14 16 -16 -17 28 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0017290048351497646 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31101 8522 27127 34944 9399 12517 27062 22224 7847 internal_value=-2.13978e-06 0.000578296 -0.00127926 -0.00106163 -0.00063829 0.000589605 -0.000130593 -0.000371017 0.000197743 0.00125714 9.86128e-05 -0.00189346 -0.00150079 -0.0012772 -0.00123038 0.00216791 -0.00187903 -0.00185431 -0.00255563 -0.000479926 0.000914996 -0.00110581 0.00168914 -0.00292449 0.000801233 -0.00039574 0.00150011 0.000873026 -0.000777681 0.00395725 internal_weight=1.32537e+06 911227 414141 365759 242395 82959 256246 223971 74312 38962 158207 123364 65764 159436 73586 29990 90837 59562 40222 68599 21244 47355 27171 48382 81647 19340 46703 34186 32625 8647 internal_count=1325368 911227 414141 365759 242395 82959 256246 223971 74312 38962 158207 123364 65764 159436 73586 29990 90837 59562 40222 68599 21244 47355 27171 48382 81647 19340 46703 34186 32625 8647 cat_boundaries=0 1 2 3 4 cat_threshold=3843 5393 612 7945 is_linear=0 shrinkage=0.05 Tree=70 num_leaves=31 num_cat=5 split_feature=94 93 125 99 8 109 136 55 29 8 62 67 7 53 29 97 0 76 96 136 136 53 136 0 136 67 21 12 79 15 split_gain=354.354 84.9595 53.4959 55.6033 48.5326 44.5479 47.7498 47.9883 32.8458 31.9439 28.7913 29.2716 27.8133 27.8245 27.6735 30.098 27.0776 24.6555 24.6201 23.9716 20.641 19.2167 18.129 17.4925 17.4789 16.9536 16.8253 16.4516 19.632 18.0187 threshold=0.080973345786333098 0.62444809079170238 0.93038213253021251 -0.78536558151245106 4.6499998569488534 0.29027029871940618 0 3.3850001096725468 1021.0499877929689 12.050000190734865 0.51894477009773265 1.2749999761581423 5.0499999523162851 0.14500000327825549 1014.8500061035157 -0.81673082709312428 208.50000000000003 40.82500076293946 -0.76515200734138478 1 2 0.76499998569488536 3 188.50000000000003 4 29.515000343322757 6.9349999427795419 2.6250000000000004 16.285000801086429 2.2549999952316289 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 1 2 1 2 2 2 2 2 left_child=2 9 3 5 -4 6 7 -1 10 14 11 -7 -8 -14 15 -2 -9 18 24 -16 27 -6 -10 -11 -5 -17 -18 29 -29 -13 right_child=1 -3 4 17 21 8 12 16 22 23 -12 20 13 -15 19 25 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0056201717876590822 -0.00068992942495345842 0.00077673468505590291 -0.0014384349497490181 -7.8113022502870351e-05 0.0061539154001491563 -0.0037525570847100858 -0.0015774906924617858 -0.00096169922226328134 -0.00091271392643809041 -0.00093680251981858068 -0.0029894039393556253 -0.00033540133751712594 0.0056277159868987556 -9.0725238635762297e-05 0.0010127042265905834 -0.0022527851631185423 0.0084684411565831407 0.0031299483942301672 -0.0034071467578741022 -0.0004859573941580226 -0.0020558822275767484 0.0017089490095473329 0.0034455759584507695 0.0016908043282174903 -0.0023792380523786549 -0.0058638286920547457 0.001821405655546855 0.010147647754598381 0.00079388759562733712 -0.0037825642400077966 leaf_weight=5737 48287 701216 14776 11234 2958 11537 52478 12333 5049 8209 41029 41898 2340 23393 34670 15248 1184 1878 50119 115701 31598 13662 4511 27729 31173 4131 4859 758 2158 4168 leaf_count=5737 48287 701216 14776 11234 2958 11537 52478 12333 5049 8209 41029 41898 2340 23393 34670 15248 1184 1878 50119 115701 31598 13662 4511 27729 31173 4131 4859 758 2158 4168 internal_value=-1.63367e-05 0.000492943 -0.00132815 -0.00151079 0.000646472 -0.00111357 -0.000317403 0.00162746 -0.00168445 -0.000290597 -0.00188771 -0.00139701 -0.000917107 0.000429274 -0.000518254 -0.00135797 0.000381814 -0.00254179 -0.00265691 -0.000140386 -0.00105976 0.00250006 0.00114645 0.0010906 -0.00177023 -0.00302255 0.00312375 -0.000416665 0.00322535 -0.000647297 internal_weight=1.32602e+06 955191 370830 339434 31396 245030 102324 24113 142706 253975 133146 92117 78211 25733 218037 67666 18376 94404 92526 150371 80580 16620 9560 35938 42407 19379 6043 48982 2916 46066 internal_count=1326021 955191 370830 339434 31396 245030 102324 24113 142706 253975 133146 92117 78211 25733 218037 67666 18376 94404 92526 150371 80580 16620 9560 35938 42407 19379 6043 48982 2916 46066 cat_boundaries=0 1 2 3 4 5 cat_threshold=5891 5376 1921 240 3328 is_linear=0 shrinkage=0.05 Tree=71 num_leaves=31 num_cat=4 split_feature=95 29 12 93 55 52 97 132 136 97 12 136 59 4 74 136 68 109 124 65 55 75 33 55 136 11 30 11 125 57 split_gain=319.641 61.4846 52.675 51.0028 44.8818 47.306 33.0451 33.1423 31.4018 30.8428 27.1304 31.9878 23.6719 23.5619 24.2396 22.7632 22.0149 21.3733 20.1693 19.2508 19.1423 17.9179 17.6153 17.0299 26.7864 16.7847 16.56 16.5404 16.1484 15.9898 threshold=0.29234299063682562 1015.0499877929689 2.9650000333786015 0.56399646401405346 2.435000061988831 3.3449999094009404 -0.87292534112930287 1017.3500061035157 0 -0.79493764042854298 1.1749999523162844 1 188.87285614013675 11.750000000000002 0.89217114448547374 2 223.77677917480472 -0.054515648633241647 0.94828754663467418 1.4049999713897707 0.30500000715255743 0.85295313596725475 14.050000190734865 10.025000095367433 3 4.9500000476837167 1026.4500122070315 10.150000095367433 0.88697704672813427 199.88430023193362 decision_type=2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 6 9 5 10 17 20 -6 -2 11 26 -10 14 28 -12 -9 23 -17 -19 -8 -22 -13 24 25 -1 -3 -20 -11 -21 right_child=3 4 -4 -5 8 -7 7 16 12 13 15 22 -14 -15 -16 18 -18 19 27 29 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0019960750956870966 0.00011595142745631447 -0.0033136900683168758 0.00064962447142616602 0.00073094893269838633 0.00040576453104112148 0.0038355545188943647 0.0015670410341580038 0.031891615825505662 -0.0037547344745609782 -0.0020822237820639733 -0.001629471590506389 0.0019266899634663031 -0.0011521380170859375 0.0024453864321753276 -0.0053077274196099847 0.00099884058000010824 0.0032233358725293581 -0.0034155082043024823 0.0028713738245462984 -0.0027642788524812833 -0.0026087478534303106 -0.0047431903452308521 -0.001058464809234235 -0.002476656361865903 0.0038101992818933513 0.0012725118408252517 0.011843317181324902 0.0097148807274105801 0.00074509814091775883 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220575 865537 239909 76907 198755 91904 163002 156388 67715 32384 130897 35796 32459 35331 1615 106851 28540 80347 90289 87804 20389 26504 20600 15741 11995 4719 27808 66126 cat_boundaries=0 1 2 3 4 cat_threshold=5376 212 96 2224 is_linear=0 shrinkage=0.05 Tree=72 num_leaves=31 num_cat=4 split_feature=94 108 114 54 136 12 106 12 96 136 55 12 103 136 32 16 88 136 78 67 54 12 69 87 78 15 39 124 110 133 split_gain=292.143 69.7018 49.7302 52.268 47.0029 39.5008 38.0327 31.4132 32.5935 27.4799 23.6806 35.264 29.3681 23.1995 28.603 33.1964 22.6793 24.018 25.6118 21.0342 20.2355 18.9687 17.9764 16.5449 16.4862 15.2394 14.9943 14.7881 14.234 14.2209 threshold=0.080973345786333098 0.66936790943145763 -0.86159634590148915 1.8750000000000002 0 2.1250000000000004 -0.53231886029243458 3.2050000429153447 -0.75957801938056935 1 6.2650001049041757 1.7150000333786013 0.1215689815580845 2 10.550000190734865 12.50999975204468 -0.28552591800689692 3 8.4449996948242205 27.255000114440922 0.064999999478459372 1.8149999976158144 300.58985900878912 0.8401717245578767 1.7549999952316286 1.8750000000000002 19.849999427795414 0.72534674406051647 -0.40624974668025965 1017.0499877929689 decision_type=2 2 2 2 1 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 left_child=2 13 9 4 6 26 -4 8 16 -1 11 12 20 24 -15 19 17 18 27 21 -11 -16 -21 -13 -2 -23 -6 -5 -19 -10 right_child=1 -3 3 7 5 -7 -8 -9 29 10 -12 23 -14 14 15 -17 -18 28 -20 22 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0012330724064925378 -0.0017799984020048073 0.00067922424349137558 -0.0020476419707527358 0.00027985865765297718 4.6497061893445722e-06 0.0050909124341180848 0.0034297451073716568 0.0019740105446214812 -0.0034168873332684614 0.003402261973335409 -0.0010054474202021366 0.005253905730957513 0.0014723764996597602 0.00049136380713264347 -0.0026071999305150233 -0.00026437904534021907 -0.0030135927219313383 0.0011657018928069422 -0.0017544777718058663 -0.0020544180540684387 -0.0016998492831534961 0.0019475988886698662 -0.0055756589742926221 0.0012901537834665655 0.00071193420066707248 -0.0011471730165673775 0.011233645216376823 0.0038465614139200216 -0.00240100659068475 0.0069496454235079613 leaf_weight=72570 7471 738228 36122 11696 19074 5191 3474 4370 50679 2160 30522 5428 20009 38406 17342 58191 27023 3033 14501 8261 19377 5286 6458 5112 59474 16074 302 3867 35987 333 leaf_count=72570 7471 738228 36122 11696 19074 5191 3474 4370 50679 2160 30522 5428 20009 38406 17342 58191 27023 3033 14501 8261 19377 5286 6458 5112 59474 16074 302 3867 35987 333 internal_value=-1.47435e-05 0.000447674 -0.00120585 -0.00169702 -0.00050094 0.00121692 -0.00156668 -0.00220361 -0.00232771 -0.000523267 0.000100425 0.000748477 9.31904e-05 -0.000340186 -0.000685546 -0.00109058 -0.00178551 -0.00130512 -0.000242529 -0.00199056 -0.00118815 -0.00137871 -0.00359937 0.00333145 0.000433772 -0.000381304 0.000179668 0.00116609 -0.00212322 -0.00334922 internal_weight=1.32602e+06 955191 370830 215652 64163 24567 39596 151489 147119 155178 82608 52086 41546 216963 150018 111612 96107 69084 30064 53421 21537 38702 14719 10540 66945 21360 19376 15563 39020 51012 internal_count=1326021 955191 370830 215652 64163 24567 39596 151489 147119 155178 82608 52086 41546 216963 150018 111612 96107 69084 30064 53421 21537 38702 14719 10540 66945 21360 19376 15563 39020 51012 cat_boundaries=0 1 2 3 4 cat_threshold=4836 228 7424 3844 is_linear=0 shrinkage=0.05 Tree=73 num_leaves=31 num_cat=3 split_feature=95 108 30 83 136 28 55 12 16 23 96 24 56 133 12 111 55 73 64 136 76 75 11 113 136 54 24 120 15 120 split_gain=264.318 61.969 47.2719 36.1367 35.8067 32.9022 32.4462 35.2867 29.1038 35.9052 30.486 30.3633 27.0364 26.9803 28.0775 26.722 25.4495 23.9241 22.3427 23.336 21.5246 20.2222 19.955 19.7351 18.7549 21.4425 17.5789 17.0574 17.0329 16.3297 threshold=0.10336151719093324 0.74287810921669017 1014.4500122070314 241.1380310058594 0 1020.0499877929689 1.5649999976158144 1.1649999618530276 13.344999790191652 6.5250000953674325 -0.80604180693626393 212.50000000000003 296.36465454101568 1017.7500000000001 3.2050000429153447 0.25593641400337225 0.10500000044703485 0.87639701366424572 13.625000000000002 1 40.82500076293946 0.55306687951087963 5.5499999523162851 -0.73724925518035878 2 8.3949999809265154 300.50000000000006 0.21643137186765674 2.3349999189376835 0.11319890245795251 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 left_child=2 8 3 24 5 15 7 -6 9 18 29 -10 17 14 16 -4 -5 -12 19 22 23 -8 -2 -17 -1 27 -13 -26 -7 -11 right_child=1 -3 4 13 6 28 21 -9 11 10 12 26 -14 -15 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0011781770894724337 -0.0014662843040731492 0.00067253562429638492 0.0026258710661429116 0.0018216426863652225 -0.001333300253502155 0.0041893065721306496 -0.0026730791923524765 0.001514052861369076 -0.0055639454901193789 -0.0002253128820527888 -0.0029195877739272447 0.0001405885643287717 -0.0012611152422672819 0.0022912627568602612 0.0021604439631070808 0.00049302891510127856 -0.0023421740172603722 -0.0077682999861661429 0.0024352719049751106 -0.001430231754577696 0.009836428514132807 -0.0011117347473444175 0.0020065909006179508 -0.0016000817355998993 0.0069768997210394677 -0.00029814615894029089 0.001679950858241434 -4.025090960815057e-05 -0.0010802236164466417 -0.0018872917210875615 leaf_weight=9303 5740 700555 7643 3770 21746 7420 28348 21778 2037 57676 8834 60651 17402 3553 3735 20131 137993 3573 11050 17979 492 77254 14805 25560 2718 4484 26715 1271 1933 19872 leaf_count=9303 5740 700555 7643 3770 21746 7420 28348 21778 2037 57676 8834 60651 17402 3553 3735 20131 137993 3573 11050 17979 492 77254 14805 25560 2718 4484 26715 1271 1933 19872 internal_value=-1.40067e-05 0.000432681 -0.00112962 -0.00175945 -0.000634703 0.000362923 -0.00105731 9.1423e-05 -0.000249449 -0.000659657 -0.00117359 0.000470599 -0.00253258 -0.00201358 -0.0021187 -0.000112657 -0.00223144 -0.00431593 0.000453311 -0.000115184 -0.000565866 -0.00153086 0.00103581 -0.000677878 0.000371445 0.00207181 0.000611299 0.00474105 0.00310024 -0.000651202 internal_weight=1.32602e+06 946889 379132 166827 212305 63179 149126 43524 246334 156931 107357 89403 29809 149051 145498 53826 141763 12407 49574 38524 46183 105602 20545 45691 17776 8473 87366 3989 9353 77548 internal_count=1326021 946889 379132 166827 212305 63179 149126 43524 246334 156931 107357 89403 29809 149051 145498 53826 141763 12407 49574 38524 46183 105602 20545 45691 17776 8473 87366 3989 9353 77548 cat_boundaries=0 1 2 3 cat_threshold=5888 3458 6320 is_linear=0 shrinkage=0.05 Tree=74 num_leaves=31 num_cat=6 split_feature=94 93 125 114 8 82 12 66 136 54 8 133 31 14 136 136 125 54 136 55 116 17 23 101 0 136 12 15 54 136 split_gain=239.578 57.6649 46.0919 50.2061 41.7607 36.562 35.6433 28.9383 31.444 33.6788 26.9005 25.7432 26.3189 25.5335 24.8502 24.8477 23.0403 22.7829 25.6236 35.5437 20.2963 21.9576 20.9555 32.5446 20.1174 19.2897 19.2525 17.5166 17.2501 16.8286 threshold=0.080973345786333098 0.62444809079170238 0.93038213253021251 -0.86159634590148915 4.6499998569488534 246.97232055664065 3.4550000429153447 23.724999427795414 0 1.8750000000000002 9.0500001907348651 1017.7500000000001 1020.0499877929689 1.3650000095367434 1 2 0.47714059054851538 0.064999999478459372 3 3.685000061988831 -0.91702514886856068 14.039999961853029 6.9649999141693124 0.5936264991760255 188.50000000000003 4 1.8550000190734866 2.1750000715255742 1.0149999856948855 5 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 1 2 2 1 2 2 2 2 2 2 1 2 2 2 1 left_child=2 10 3 17 -4 15 7 8 -7 14 20 12 13 29 16 -5 -10 -1 -19 26 -2 22 25 -24 -12 -22 -20 -28 -6 -11 right_child=1 -3 4 5 28 6 -8 -9 9 11 24 -13 -14 -15 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0037743329551645113 -0.0061638873196087768 0.0006392512514398548 -0.0011930470381825002 -0.0011493583615718422 0.0054589850787304644 -0.0030617611748848051 0.0062936477212645102 -0.0052435528499153693 -0.0011457757718405374 0.00015172094791564549 -0.00093073448865541334 0.0055793045790607969 0.001814846049615796 -0.0028155301049222351 -0.0010312520752735544 0.0030207800336444937 0.0038120482883824986 -0.0011814074913769866 0.0011638655318073068 -0.00072135615113014836 -0.003854811060207422 0.0004035988186733255 -0.00088024834130158479 -0.0034613852372922952 0.00096111643849767852 0.00023327371624886153 0.0076273796902097714 0.00045663576518331335 0.001595027956788073 -0.0023451311012421161 leaf_weight=2986 1616 701216 14776 8369 3722 44034 1295 6749 3774 14843 18267 1108 4134 63279 24452 6218 6182 85140 15077 35654 3078 45873 65217 15026 60899 43999 2473 1299 12898 12368 leaf_count=2986 1616 701216 14776 8369 3722 44034 1295 6749 3774 14843 18267 1108 4134 63279 24452 6218 6182 85140 15077 35654 3078 45873 65217 15026 60899 43999 2473 1299 12898 12368 internal_value=-1.33074e-05 0.000405448 -0.00109195 -0.00126148 0.00074094 -0.00177915 -0.00197197 -0.00203114 -0.00190666 -0.00151547 -0.000240074 -0.00199781 -0.00208653 -0.00226476 -0.000173929 0.000629529 0.00193076 -0.000547172 -0.000639579 0.000206997 -0.000586366 -0.000534324 -0.000872255 -0.00136358 0.000524585 -3.47837e-05 0.00196314 0.00515792 0.00246035 -0.000983959 internal_weight=1.32602e+06 955191 370830 339434 31396 196805 182218 180923 174174 130140 253975 95732 94624 90490 34408 14587 9956 142629 139643 54503 174809 173193 127320 80243 79166 47077 18849 3772 16620 27211 internal_count=1326021 955191 370830 339434 31396 196805 182218 180923 174174 130140 253975 95732 94624 90490 34408 14587 9956 142629 139643 54503 174809 173193 127320 80243 79166 47077 18849 3772 16620 27211 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=116 1282 7344 2276 32 3840 is_linear=0 shrinkage=0.05 Tree=75 num_leaves=31 num_cat=0 split_feature=95 67 55 52 67 52 91 55 31 23 16 116 12 93 31 56 76 94 124 54 30 12 79 107 75 132 87 4 83 135 split_gain=224.905 47.1679 53.6171 67.2475 37.5772 46.0277 30.0985 29.0662 27.0483 23.2051 20.4008 30.3886 25.6462 22.9476 21.4755 20.1922 20.122 21.8718 18.6089 18.3746 19.6713 18.1853 38.389 27.3941 18.1238 16.6442 15.9286 21.0743 15.9125 15.142 threshold=0.23856043070554736 1.2749999761581423 3.185000061988831 4.4349999427795419 25.714999198913578 23.845000267028812 -0.3317465186119079 0.18500000238418582 1020.4500122070314 5.3250000476837167 13.344999790191652 0.39873388409614569 2.685000061988831 -0.30337931215763086 1011.0499877929689 209.68546295166018 30.494999885559086 0.27767096459865576 -1.0000000180025095e-35 0.10500000044703485 1021.7500000000001 2.0049999952316289 11.875000000000002 -0.47058540582656855 0.58324077725410473 1017.0499877929689 0.86697232723236095 4.3500001430511483 278.82890319824224 1022.2500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 8 16 18 10 24 9 -3 12 -12 14 -13 29 -5 17 19 -6 -2 -21 26 -23 -24 -1 -8 27 -11 -16 -4 right_child=4 2 6 15 5 -7 25 -9 -10 21 11 13 -14 -15 28 -17 -18 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0032008541529424195 0.0040545666120251189 0.0011582886973987455 -0.0039865158759688603 -0.0013564343803734128 -0.0040018353062010424 0.00066206195511956116 -0.0026105278838062865 -0.0025431592730208443 0.0018748900789989132 -0.0014477458996436775 -0.00072659304362200855 0.0099779628501755254 0.00014442404206722352 0.0014580340396068041 -0.00038168415294677463 0.0038782890609531254 0.0023013485987537262 0.00060141350819262022 -0.001252583664346967 -0.00087225075992713595 0.0016943243078503631 0.005748040078201495 -0.00108496002432003 0.0044553761891038138 -0.0019389663829250722 0.0083604467901958954 -0.0021802757812698745 0.00056349743146909173 -0.0019398796074727069 0.0083054879987685126 leaf_weight=3806 2278 16844 11748 2140 7606 37565 36689 57610 12513 35132 62725 857 22151 10158 23934 13238 16238 731590 32265 53935 8665 2933 17460 2558 3122 349 27058 20698 51944 256 leaf_count=3806 2278 16844 11748 2140 7606 37565 36689 57610 12513 35132 62725 857 22151 10158 23934 13238 16238 731590 32265 53935 8665 2933 17460 2558 3122 349 27058 20698 51944 256 internal_value=2.94989e-06 -0.00092754 -0.000710728 1.67914e-05 0.000458632 -0.000593809 -0.00120683 -0.00217519 -0.000339579 -0.000565442 -0.000944765 -0.000301244 -0.00137603 0.00212091 -0.00175926 0.00314983 0.000558911 0.000523387 -0.00177705 -0.000356472 -0.000516989 -0.00083977 0.000405754 -0.000376988 0.000884671 -0.00250715 -0.00118464 -0.000702112 -0.00144838 -0.00372437 internal_weight=1.32606e+06 435923 371385 150574 890142 77436 220811 64538 135196 122683 183773 73740 110033 11015 87882 15378 812706 796468 39871 64878 62600 105839 22951 20018 6928 37038 82888 55830 75878 12004 internal_count=1326065 435923 371385 150574 890142 77436 220811 64538 135196 122683 183773 73740 110033 11015 87882 15378 812706 796468 39871 64878 62600 105839 22951 20018 6928 37038 82888 55830 75878 12004 is_linear=0 shrinkage=0.05 Tree=76 num_leaves=31 num_cat=3 split_feature=95 67 52 67 55 52 90 136 55 30 8 75 56 94 12 54 30 70 136 0 12 66 106 28 136 93 87 4 69 55 split_gain=203.841 42.8773 46.1984 41.0617 43.58 58.8958 26.1597 25.786 23.6111 23.445 23.3878 19.7246 19.4343 19.195 21.003 18.4878 18.1124 17.9339 24.6931 19.9896 18.5433 17.4454 21.6172 17.3554 16.9385 16.3234 16.3195 17.9353 16.0485 14.9552 threshold=0.10336151719093324 25.714999198913578 23.845000267028812 1.2749999761581423 3.185000061988831 4.5050001144409189 -0.32899238169193262 0 0.10500000044703485 1017.7500000000001 10.150000095367433 0.85545477271080028 207.46315002441409 0.27767096459865576 2.4550000429153447 0.10500000044703485 1021.7500000000001 308.24035644531256 1 155.50000000000003 3.2050000429153447 25.585000038146976 -0.70677116513252247 1013.3500061035157 2 0.84126245975494396 0.87380218505859386 6.0499999523162851 312.34101867675787 1.6050000190734866 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 1 2 2 2 2 2 left_child=3 13 21 8 5 7 17 -5 -1 10 11 -9 -7 14 15 -2 25 18 19 -6 -19 -3 28 -10 -12 -17 27 -21 -23 -11 right_child=1 2 -4 4 6 12 -8 9 23 29 24 -13 -14 -15 -16 16 -18 20 -20 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.001545727470200443 0.0036041368626234501 -0.00038200882739900525 0.00051493393660834153 -0.0015595470914472071 -0.0011282738304572864 -0.0016686027316023195 -0.0024126920463921528 -0.00046117242505096744 -0.0037207752176737644 0.0029598197098973326 0.0035137814478673392 -0.003177735975831931 0.0038284097647422691 0.00059014018349370142 0.0014145834946399393 -0.00075525770424490334 0.00123190318505221 -0.0028881603362689774 -0.0012625554593388489 0.0005930865238022449 0.0038983108294257671 -0.0026927058951803856 -0.00044534338883092873 -0.0018389080407676811 -1.7974492391083826e-05 -0.0042733254442784861 -0.0012161126103273033 0.0036334149537442691 -0.0063224482514158313 0.00011013113313180194 leaf_weight=4022 2669 15552 44218 35696 16774 1868 38910 50587 17681 9764 5825 7699 11547 757258 17636 64088 11234 16030 78429 12818 1074 17541 9425 39899 8128 3476 6016 7804 3685 8712 leaf_count=4022 2669 15552 44218 35696 16774 1868 38910 50587 17681 9764 5825 7699 11547 757258 17636 64088 11234 16030 78429 12818 1074 17541 9425 39899 8128 3476 6016 7804 3685 8712 internal_value=2.80239e-06 0.000395168 -0.000640338 -0.000976636 -0.000747545 -8.70684e-05 -0.0012668 -0.000421357 -0.00215806 2.66857e-05 -0.000379824 -0.000820003 0.00306297 0.000504504 -0.000149852 -0.000488522 -0.000627146 -0.000945903 -0.00073307 0.000223747 -0.00246202 -0.00174598 -0.00243804 -0.00241677 0.00145894 -0.000936254 0.0010752 0.00174364 -0.00332286 0.0016161 internal_weight=1.32606e+06 946782 90421 379283 317681 139826 177855 126411 61602 90715 72239 58286 13415 856361 99103 81467 78798 138945 121841 43412 17104 46203 30651 57580 13953 67564 26638 20622 21226 18476 internal_count=1326065 946782 90421 379283 317681 139826 177855 126411 61602 90715 72239 58286 13415 856361 99103 81467 78798 138945 121841 43412 17104 46203 30651 57580 13953 67564 26638 20622 21226 18476 cat_boundaries=0 1 2 3 cat_threshold=100 3840 3346 is_linear=0 shrinkage=0.05 Tree=77 num_leaves=31 num_cat=2 split_feature=95 55 12 15 52 28 136 14 108 55 66 83 55 30 136 52 74 120 33 105 76 103 133 55 52 8 28 55 122 124 split_gain=183.967 40.1264 38.9347 78.0546 37.3445 35.462 32.1057 28.6804 28.4924 27.8715 27.6917 24.6778 39.3769 31.0488 23.2747 21.9012 24.4621 21.0851 20.5046 20.1284 19.785 19.7589 19.5195 18.3008 19.7016 16.8684 16.549 16.5057 16.3866 19.2793 threshold=0.10336151719093324 6.2650001049041757 1.9249999523162844 1.7549999952316286 8.7750000953674334 1021.4500122070314 0 1.4049999713897707 0.87561699748039257 0.85500001907348644 27.214999198913578 280.56869506835943 13.934999942779543 1013.3500061035157 1 6.5650000572204599 0.884808510541916 0.21643137186765674 13.050000190734865 -0.97919097542762745 11.465000152587892 -0.51158884167671193 1019.1499938964845 15.954999923706056 26.964999198913578 14.650000095367433 1012.8500061035157 1.1749999523162844 -0.50751903653144825 1.0000000180025095e-35 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=2 15 5 -4 8 6 7 18 10 -5 20 12 -11 -13 -7 16 21 23 -1 -9 -3 -2 26 -6 -25 -15 -20 -16 -8 -30 right_child=1 4 3 9 17 14 28 19 -10 11 -12 13 -14 25 27 -17 -18 -19 22 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.0015069914585616902 -0.003875206007502607 -0.0022779332931907831 0.0026610758329133448 0.0023441807675342987 0.0015276217490094001 0.0040132943597658895 -0.0025902629068469329 0.0015217071721745625 0.0017136400253122731 0.0022850933796483941 -0.0044994943609930416 -0.0030894319943964143 -0.0013772615489669442 -0.0010318749939029204 0.0031299512801491996 0.0021719779966058541 -0.0024194171330282205 -0.0011222764602202061 -0.0020431538416921711 -0.0019150008141051171 0.00049218127914138661 0.00054165920933872062 0.012531736449506697 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91338 37189 84664 30296 54368 17578 749888 729826 153961 70357 61715 28272 722708 56041 125400 98084 32204 55760 13079 117996 58385 internal_count=1326065 946782 379283 111637 196894 267646 250068 132072 42933 91338 37189 84664 30296 54368 17578 749888 729826 153961 70357 61715 28272 722708 56041 125400 98084 32204 55760 13079 117996 58385 cat_boundaries=0 1 2 cat_threshold=7945 5890 is_linear=0 shrinkage=0.05 Tree=78 num_leaves=31 num_cat=4 split_feature=95 103 87 8 55 136 67 52 12 79 136 55 136 55 125 52 52 103 76 4 136 80 30 39 106 12 67 78 53 12 split_gain=166.426 39.5571 40.9363 54.0775 34.0845 28.669 28.0303 35.664 26.1365 27.6686 25.8222 23.4569 22.348 22.2325 20.5405 19.1945 18.3014 18.0992 17.485 17.4193 16.7117 16.4022 15.9575 15.7137 15.4108 15.0344 17.0021 14.7584 14.7078 14.1411 threshold=0.23856043070554736 -0.25094985961914057 0.85263574123382579 5.8500001430511483 8.1649999618530291 0 25.714999198913578 25.685000419616703 1.8550000190734866 11.994999885559084 1 1.3450000286102297 2 5.7449998855590829 0.84335932135581981 2.3449999094009404 6.1749999523162851 -0.15747343003749845 30.494999885559086 13.750000000000002 3 293.21475219726568 1021.9500122070314 12.150000095367433 -0.76172733306884755 3.2649999856948857 25.714999198913578 34.704999923706062 0.50499999523162853 2.0249999761581425 decision_type=2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 5 3 13 8 29 17 -8 12 -10 -4 15 -5 16 21 19 20 -2 -19 23 -3 -14 25 -12 -25 26 -13 -11 -16 -1 right_child=6 2 10 4 -6 -7 7 -9 9 27 11 22 14 -15 28 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00079859369320624946 -0.0018927235382359795 -0.0013749289436074943 -0.00021786828263726358 0.0055518258281133989 -0.00044168102189990764 -0.0022379414968226518 -0.0015125246300812913 0.00063917383123818228 0.0047425851107514433 0.0003107919042717942 -0.0029505116160040454 -0.0021600175535552747 0.0010710829051727619 -0.001678061157676851 0.008972228794969438 0.0043396573549384226 0.0019445610473958217 0.0004715045318732383 0.0021467745219053884 0.010297534881750947 0.00031112567825559778 -0.0013844060089373688 0.0012486088660321605 -0.0011757508999960631 0.0028053792212530968 0.0012647585688011871 -0.0051619260254100923 0.006127218888706076 0.0019653261305432644 0.0023566802779751801 leaf_weight=18316 7951 30546 44325 2265 34709 68206 41517 35919 10646 8506 6021 64490 13122 46327 844 2148 8295 788866 15889 354 28314 14118 3451 6791 3786 2950 5089 1251 6648 4405 leaf_count=18316 7951 30546 44325 2265 34709 68206 41517 35919 10646 8506 6021 64490 13122 46327 844 2148 8295 788866 15889 354 28314 14118 3451 6791 3786 2950 5089 1251 6648 4405 internal_value=2.53092e-06 -0.000797897 -0.000553376 -0.000104884 0.000795212 -0.00172566 0.000394519 -0.000514451 0.00154314 0.00297987 -0.0012148 -0.00167936 0.000750822 -0.000835458 0.000436007 -0.000113166 -0.000254186 0.000481127 0.000504581 -0.000677387 -0.00056405 -0.000201553 -0.00207329 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1.2749999761581423 3.0349999666213994 3.8549998998641972 1.2649999856948855 3.7549999952316289 1019.5499877929689 43.225000381469734 2.185000061988831 1019.1499938964845 209.68546295166018 0.45513853430747991 -0.32899238169193262 0 0.19177643209695819 0.93038213253021251 15.250000000000002 1022.8500061035157 0.54500001668930065 0.58324077725410473 2.2350000143051152 1 6.1050000190734872 2 1016.9500122070314 5.805000066757203 13.565000057220461 19.125000000000004 308.24035644531256 3 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 1 left_child=1 18 3 13 -2 6 7 8 9 11 -5 -6 28 14 -3 25 17 22 19 -1 -10 -13 -16 -8 -14 -15 -23 -9 29 -4 right_child=4 2 12 10 5 -7 23 27 20 -11 -12 21 24 15 16 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0013179755705036034 0.000529009047457744 0.0052989754886541406 0.0001712352393830928 -0.0014279222190304063 -0.00050386729844153566 0.0015124572410235404 0.0016739226225052667 -0.0043103839669934637 0.00172167401828623 0.0043318805861214515 0.003544144429551443 -0.00079448759081999262 -0.0022591550896438012 -0.00013955655714925454 0.0013370634535738906 0.0019195548773894456 0.0085407426551415179 0.0076892308625453017 -0.0024265725418601289 -0.0028500563380428833 -0.00025820066618297764 -0.0022834771200962024 -0.00084331847743200974 8.8218222951097838e-05 0.0081689138700529376 -0.0018741919123719938 -0.0051876203206207153 -0.0012442727215408109 -0.0021433397455083237 -0.0011631720222212618 leaf_weight=8692 677756 3453 52905 3044 40225 24994 23359 8589 16290 2076 13519 11737 40188 18673 12564 8419 761 848 47662 5248 53410 13773 31566 60372 369 41066 6687 7514 17813 72493 leaf_count=8692 677756 3453 52905 3044 40225 24994 23359 8589 16290 2076 13519 11737 40188 18673 12564 8419 761 848 47662 5248 53410 13773 31566 60372 369 41066 6687 7514 17813 72493 internal_value=2.40514e-06 -0.000840357 -0.000628229 1.23358e-05 0.000340018 -0.000136108 -0.000304956 -0.000741503 -0.000502727 -0.00116443 0.00263036 -0.00132199 -0.00109501 -0.000357177 0.000436893 -0.000930213 6.99326e-05 -7.33883e-05 -0.0019343 -0.000251166 0.000204528 -0.00234409 -0.000222554 0.000530803 -0.00216428 -0.00133199 -0.00323107 -0.00287967 -0.000792201 -0.000600269 internal_weight=1.32606e+06 379283 317681 133913 946782 269026 244032 160301 144198 74498 16563 72422 183768 117350 49192 68158 45739 44978 61602 13940 69700 32197 44130 83731 40557 59739 20460 16103 143211 125398 internal_count=1326065 379283 317681 133913 946782 269026 244032 160301 144198 74498 16563 72422 183768 117350 49192 68158 45739 44978 61602 13940 69700 32197 44130 83731 40557 59739 20460 16103 143211 125398 cat_boundaries=0 1 2 3 4 cat_threshold=1795 7344 1296 3842 is_linear=0 shrinkage=0.05 Tree=80 num_leaves=31 num_cat=4 split_feature=55 12 15 113 12 28 17 55 136 66 132 98 14 100 11 52 136 88 5 28 19 69 132 28 136 67 136 64 52 107 split_gain=132.044 72.4982 77.655 48.237 43.4403 39.4665 37.9213 29.975 34.5758 24.6133 23.6651 23.452 23.0056 21.8838 37.0133 27.9325 26.3276 20.7092 20.2077 18.2297 17.9284 17.87 17.2631 20.0173 19.9739 16.8532 16.0847 15.3498 14.3612 16.2818 threshold=1.075000047683716 2.0449999570846562 2.1650000810623173 -0.78257837891578663 3.304999947547913 1014.1499938964845 14.039999961853029 5.8350000381469735 0 28.125000000000004 1016.6499938964845 -0.73708069324493397 1.735000014305115 0.25963868200778967 5.3500001430511483 0.11499999836087228 1 -0.66390717029571522 5.5499999523162851 1028.4500122070315 13.344999790191652 302.19625854492193 1019.9500122070314 1018.1499938964845 2 1.2749999761581423 3 1.044999957084656 11.125000000000002 -0.75314098596572865 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 1 2 1 2 2 2 left_child=13 3 12 6 5 21 7 8 -2 -7 11 25 -3 14 16 18 -1 -6 -16 27 -8 -4 23 24 -9 -5 -14 -10 29 -11 right_child=1 2 4 10 17 9 20 22 19 28 -12 -13 26 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0052063285095390911 0.00084926935529836553 0.00437795650092137 -0.0011119739220454053 -0.0030746691963185759 0.00038378025895443148 0.00032262103681011045 0.0025514266810430768 -0.00019286602543118004 -0.0036192757199400936 -0.0045069100469377716 0.0031794816778869025 -0.0027265652497563964 0.002266253505617519 0.00052438559215247011 0.0069955516950389613 -7.2209770858360907e-06 -0.0021250011600809186 0.0032366488179035573 0.00088698993002911646 0.0096630669489000936 0.00016792630349276064 -0.0031165569025196822 0.0056812675545264337 -0.00081200029832621031 -0.0033177719334960623 -0.0010864664483354416 0.00051929238319516492 -0.00089588279919868604 -0.00069418044212709435 -0.00046423272934468835 leaf_weight=1275 37852 6831 22195 12346 50451 58323 11571 6400 5753 6307 2396 47925 23728 686408 2788 20487 26581 7279 2632 391 24797 22276 768 25239 25642 77986 29659 51405 24468 4116 leaf_count=1275 37852 6831 22195 12346 50451 58323 11571 6400 5753 6307 2396 47925 23728 686408 2788 20487 26581 7279 2632 391 24797 22276 768 25239 25642 77986 29659 51405 24468 4116 internal_value=4.34842e-06 -0.0005563 7.59729e-05 -0.00104539 -0.000407788 -0.000890508 -0.000525394 -0.000869442 -0.000324328 -0.0003058 -0.00174715 -0.00183253 0.00164584 0.000448298 -0.00052314 0.000837234 -0.00178833 0.00074349 0.00402918 -0.0010962 0.000926271 -0.00211609 -0.00176531 -0.00186515 -0.00269471 -0.0013582 0.00129626 -0.00116999 -0.00135625 -0.00291047 internal_weight=1.32628e+06 586104 255633 330471 195415 137685 189818 153450 95401 93214 140653 138257 60218 740171 53763 25907 27856 57730 5420 57549 36368 44471 58049 57281 32042 90332 53387 57158 34891 10423 internal_count=1326275 586104 255633 330471 195415 137685 189818 153450 95401 93214 140653 138257 60218 740171 53763 25907 27856 57730 5420 57549 36368 44471 58049 57281 32042 90332 53387 57158 34891 10423 cat_boundaries=0 1 2 3 4 cat_threshold=7938 4866 6176 1297 is_linear=0 shrinkage=0.05 Tree=81 num_leaves=31 num_cat=2 split_feature=95 126 55 17 12 99 87 136 55 31 132 136 55 52 92 83 74 32 65 55 65 30 24 133 129 135 8 96 54 104 split_gain=119.925 35.0143 33.3402 34.0234 33.5492 29.6794 30.4291 33.6621 32.7826 26.6592 22.7584 28.0158 21.9483 21.1275 22.5064 20.3661 19.565 19.4465 18.7137 18.4019 17.3691 16.9985 16.7988 16.5593 19.5441 15.9941 15.6947 14.8879 14.5645 13.8982 threshold=0.031963409855961807 0.87878364324569713 6.2650001049041757 13.344999790191652 3.245000004768372 -0.74872469902038563 0.87031462788581859 0 3.6350001096725468 1018.4500122070314 1019.9500122070314 1 0.54500001668930065 5.4849998950958261 -0.69493976235389698 281.11094665527349 0.89217114448547374 10.449999809265138 38.555000305175788 10.385000228881838 1.685000002384186 1013.2500000000001 310.50000000000006 1017.3500061035157 315.50000000000006 1018.0499877929689 14.34999990463257 -0.74824965000152577 2.6750000715255742 -0.93923979997634877 decision_type=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 2 2 left_child=1 5 13 4 9 6 7 8 23 10 11 18 -3 16 -15 19 25 -9 29 -10 -14 -17 -5 24 -1 28 -23 -7 -2 -4 right_child=2 12 3 22 -6 27 -8 17 15 -11 -12 -13 20 14 -16 21 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0014566904921798338 0.00045461664839993512 0.0039621646895763619 -6.0811395405021806e-05 0.00014173219732423458 0.00093967737943120703 -0.0010367260286685311 -0.001660941262908806 0.00075029201410755264 0.0026954406182129499 -0.00031951561679337709 0.0031549266407259352 -0.0012252576356399478 -0.0015889850482865998 -0.0040131456145413988 0.0021825061005189337 -0.0027588309357820216 -0.0024363373036655808 -0.001408916944817975 -0.0072038017123469038 -0.00081507321763517576 0.00071537205626544058 -0.00060315097466293478 0.0019825474528717144 0.0082506119990284794 -0.0045696550333952151 0.0072411913997885817 0.0091412970378795377 -0.0025454711948620611 -0.00072546874690555645 -0.0036881297183288899 leaf_weight=36416 699854 4118 3242 84391 21067 28249 63179 12177 7867 40659 2026 28120 10871 1556 25283 11436 6051 72592 3147 7104 33004 25583 14527 860 1397 858 420 38821 27161 14239 leaf_count=36416 699854 4118 3242 84391 21067 28249 63179 12177 7867 40659 2026 28120 10871 1556 25283 11436 6051 72592 3147 7104 33004 25583 14527 860 1397 858 420 38821 27161 14239 internal_value=4.1322e-06 -0.000783679 0.000291074 -0.000264363 -0.000859133 -0.000980553 -0.000719757 -0.000381614 0.000285777 -0.00127359 -0.00203761 -0.00225341 0.000471995 0.000445431 0.00182331 -0.000529027 0.000395043 -0.00109862 -0.00365262 0.00102964 0.000144417 -0.0011523 0.000412073 0.00139008 0.00123405 0.000418581 -0.000445759 -0.00191001 0.000410529 -0.00301541 internal_weight=1.32628e+06 354094 972181 211418 112500 306101 239031 175852 91083 91433 50774 48748 47993 760763 26839 52410 733924 84769 20628 14971 43875 37439 98918 38673 37813 727873 26003 67070 727015 17481 internal_count=1326275 354094 972181 211418 112500 306101 239031 175852 91083 91433 50774 48748 47993 760763 26839 52410 733924 84769 20628 14971 43875 37439 98918 38673 37813 727873 26003 67070 727015 17481 cat_boundaries=0 1 2 cat_threshold=3843 774 is_linear=0 shrinkage=0.05 Tree=82 num_leaves=31 num_cat=3 split_feature=55 12 15 113 16 116 55 136 92 31 98 12 103 100 11 52 136 5 64 30 136 67 64 132 92 100 60 65 16 83 split_gain=109.195 63.562 58.0523 50.1186 32.7476 34.7613 26.6055 29.7973 26.0663 25.4326 24.0286 22.2528 20.8402 20.2812 32.5202 25.6892 19.5359 19.0934 18.1927 17.7462 17.6385 17.3202 17.219 16.6512 15.6279 22.1307 19.5936 15.1312 14.7222 14.5297 threshold=1.1749999523162844 2.3149999380111699 2.1650000810623173 -0.78257837891578663 15.405000209808351 -0.36648726463317866 6.4549999237060556 0 -0.16904257982969281 1015.2500000000001 -0.74025651812553395 3.3750000000000004 0.2719192653894425 0.25582094490528112 5.3500001430511483 0.11499999836087228 1 5.5499999523162851 1.6050000190734866 1021.0499877929689 2 36.32500076293946 1.044999957084656 1017.0499877929689 0.082226101309061064 0.31259800493717199 0.55972054600715648 22.054999351501468 6.9049999713897714 267.50141906738287 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=13 3 20 4 6 -6 7 22 -7 11 18 21 -11 14 16 17 -1 -16 -5 28 -3 -4 -2 27 25 -8 -27 -12 -20 -25 right_child=1 2 9 10 5 8 24 -9 -10 12 23 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 29 -26 26 -28 -29 -30 -31 leaf_value=0.0039399643728942595 -0.0034060489296308429 0.0033274112232808415 -0.00093891044910650832 -0.0024116493228866498 -0.001954246476255795 0.0065461041218122934 -0.0011858162935817606 0.00079911413102088194 0.0015070147918384033 -0.00087187067230918625 -0.0022928528966664626 0.00030108035156686255 0.00083668062680732026 0.00047722631544239196 0.0067224109899483315 -9.4677072204596402e-06 -0.0019179973295978575 0.00077812827257744391 0.0015935008724503744 0.0018087271774361901 0.00095001384631454751 -0.003145833119384499 -0.00057546099877086199 0.030933522522592773 -0.00071755872528090183 -0.002204710895234204 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62288 57507 84948 35499 12260 56858 75370 649 internal_count=1326275 576964 193393 383571 223417 26794 196623 111675 20325 162067 160154 69719 92348 749311 57787 27526 30261 5408 102647 81564 31326 44233 62288 57507 84948 35499 12260 56858 75370 649 cat_boundaries=0 1 2 3 cat_threshold=229 4866 1331 is_linear=0 shrinkage=0.05 Tree=83 num_leaves=31 num_cat=5 split_feature=55 12 15 114 12 65 65 55 136 136 88 14 67 15 28 136 86 92 17 136 60 136 12 83 7 18 124 30 53 65 split_gain=98.5476 57.5379 60.5042 42.9445 31.782 30.2369 28.2283 24.2963 28.8328 23.0277 22.6692 19.758 19.6693 22.5689 19.4218 18.9522 18.4968 16.9087 16.4382 15.6279 15.4444 15.3698 15.0917 14.7561 16.0397 13.6806 13.4266 12.8932 13.6203 14.8047 threshold=1.1749999523162844 2.1450001001358037 2.2250000238418584 -0.78257837891578663 2.9650000333786015 22.054999351501468 29.994999885559086 6.2650001049041757 0 1 -0.29705227911472315 1.7849999666213991 1.2749999761581423 1.7050000429153445 1014.1499938964845 2 0.90412354469299328 -0.58673125505447377 14.039999961853029 3 0.76880535483360302 4 1.6549999713897707 333.49099731445318 8.3499999046325701 8.7100000381469744 0.62249094247818004 1012.4500122070314 18.335000038146976 4.4449999332427987 decision_type=2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 2 left_child=16 3 11 7 6 10 14 8 25 -6 12 -3 -5 15 -4 26 23 -12 19 -9 21 -8 -17 -1 -25 -2 -14 -13 29 -29 right_child=1 2 4 5 9 -7 20 18 -10 -11 17 27 13 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.00039768341895559219 -0.0018555687078855119 0.0044017340812833568 -0.001664505912293253 -0.0026797480596807526 0.0012952301921654856 -0.0067343200760271076 -0.0053066471225217925 -0.00051052415758352809 0.00095489117177642406 -0.00036016015346820689 -0.0020158505465265953 -0.00022506048101510287 2.172156566747234e-05 -0.0017448178698028088 0.00013845839844683371 -0.0013196905789627737 -0.0013982545806880537 -0.0050515849828092138 4.0452712653315251e-05 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0.00251472 internal_weight=1.32628e+06 576964 230184 346780 177071 147358 92071 199422 114493 85000 144607 53113 98208 83219 68246 50875 749311 46399 84929 60579 23825 16270 30079 734998 5201 64146 20796 47467 36440 21882 internal_count=1326275 576964 230184 346780 177071 147358 92071 199422 114493 85000 144607 53113 98208 83219 68246 50875 749311 46399 84929 60579 23825 16270 30079 734998 5201 64146 20796 47467 36440 21882 cat_boundaries=0 1 2 3 4 5 cat_threshold=229 1297 1792 7472 6916 is_linear=0 shrinkage=0.05 Tree=84 num_leaves=31 num_cat=3 split_feature=95 126 98 87 136 67 52 32 55 55 32 103 76 65 83 8 57 56 8 136 136 29 83 69 39 76 16 4 23 52 split_gain=91.6996 31.1338 28.1382 27.775 30.5882 26.3554 29.4485 21.5158 18.9008 18.3703 15.9641 15.8694 16.3346 14.6525 14.4562 14.1119 14.059 13.3442 13.0916 12.8592 12.4844 12.1904 23.2461 21.9206 28.6419 20.326 16.7635 15.6976 15.3509 14.5297 threshold=0.031963409855961807 0.87878364324569713 -0.76043957471847523 0.87842777371406566 0 35.655000686645515 30.414999961853031 12.550000190734865 0.54500001668930065 6.6549999713897714 10.250000000000002 0.096214283257722868 34.93499946594239 1.685000002384186 218.53849029541018 16.44999980926514 67.236503601074233 198.58361816406253 6.9500000476837167 1 2 1022.3500061035157 306.51817321777349 299.48683166503912 11.949999809265138 13.175000190734865 14.039999961853029 4.1499998569488534 5.4449999332427987 4.2550001144409189 decision_type=2 2 2 2 1 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 left_child=1 2 3 4 7 11 19 -1 -3 17 -6 -2 21 -10 20 -16 -12 -9 -15 -7 -4 23 -23 -13 28 26 27 -26 -25 -30 right_child=5 8 14 -5 10 6 -8 9 13 -11 16 12 -14 18 15 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31 leaf_value=0.0019778542355284494 -0.00067735697810592465 0.0037375199621275689 0.0041078085677222756 -0.001676040013691843 0.00078402629395097657 -0.0039931402602405514 0.00044108439608846135 -0.00076974624088447401 -0.0013973726204247524 -0.0012724734963119413 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0.000363049 0.000194713 -0.00171164 -0.00188329 -0.00114206 0.000535157 0.000719121 -0.00183475 0.00109152 0.00033406 0.00085973 0.000266739 -0.000490699 3.64379e-05 -0.000735743 -0.00131707 -0.0020907 -0.00248443 internal_weight=1.32628e+06 354094 306101 230986 183543 972181 57213 83219 47993 66240 100324 914968 876717 43875 75115 70781 88069 46001 33004 30864 4334 861180 97768 763412 84898 63859 36505 28203 21039 19391 internal_count=1326275 354094 306101 230986 183543 972181 57213 83219 47993 66240 100324 914968 876717 43875 75115 70781 88069 46001 33004 30864 4334 861180 97768 763412 84898 63859 36505 28203 21039 19391 cat_boundaries=0 1 2 3 cat_threshold=3841 512 847 is_linear=0 shrinkage=0.05 Tree=85 num_leaves=31 num_cat=3 split_feature=94 62 109 136 29 64 55 15 12 120 58 4 136 124 75 111 90 33 125 32 42 40 79 53 87 11 39 28 77 136 split_gain=85.9237 32.4589 33.7311 34.7456 32.6418 28.0325 26.4342 25.6504 41.9951 21.7013 21.369 20.9435 34.6323 24.7449 20.4045 18.1172 15.8758 15.7448 15.4258 15.2825 16.1617 17.0479 15.0067 14.6911 18.3706 24.7136 34.914 26.994 22.8363 16.7806 threshold=0.080973345786333098 0.28001652657985693 0.051262140274047859 0 1021.6499938964845 1.044999957084656 13.934999942779543 2.185000061988831 2.2549999952316289 0.36648726463317877 231.19327545166018 4.3500001430511483 1 0.68832838535308849 0.82918483018875133 0.51313766837120067 0.15800084173679355 18.550000190734867 0.87878364324569713 10.650000095367433 1.0000000180025095e-35 12.949999809265138 5.055000066757203 7.8849999904632577 0.83889549970626842 16.150000572204593 11.449999809265138 1014.8500061035157 12.775000095367433 2 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 1 left_child=1 18 3 19 5 -4 16 8 11 -8 17 -7 13 22 -9 -15 23 -5 -1 -3 -21 -22 -13 24 28 26 -26 29 -2 -28 right_child=6 2 4 10 -6 7 9 14 -10 -11 -12 12 -14 15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.0002813188247542868 0.00036319540156497834 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3783 8252 24816 13576 17763 internal_value=2.87393e-06 -0.000642969 -0.000799119 5.27882e-06 -0.0011132 -0.00126568 0.000253557 -0.00106528 -0.000796013 -0.000367129 0.00102811 -0.000995121 -0.000361246 0.00134169 -0.00226168 0.00307059 0.000364953 0.00283222 0.000757807 -0.000900597 -0.00121427 -0.000446446 -0.000365588 0.000382315 0.000326463 -0.000457276 -0.000688553 -8.98821e-05 0.000404197 -0.00121525 internal_weight=1.32679e+06 370991 333783 93729 240054 224685 955797 199055 162485 145437 44022 153092 70393 20958 36570 10417 810360 11958 37208 49707 44072 26823 10541 805403 753836 68022 64239 50831 685814 26015 internal_count=1326788 370991 333783 93729 240054 224685 955797 199055 162485 145437 44022 153092 70393 20958 36570 10417 810360 11958 37208 49707 44072 26823 10541 805403 753836 68022 64239 50831 685814 26015 cat_boundaries=0 1 2 3 cat_threshold=176 1424 613 is_linear=0 shrinkage=0.05 Tree=86 num_leaves=31 num_cat=3 split_feature=103 55 52 22 87 52 55 30 92 68 87 136 54 39 12 92 133 55 83 55 12 52 8 136 60 136 7 19 8 30 split_gain=83.1256 54.3206 49.7645 37.2584 41.8871 37.2081 29.8295 29.8125 28.2061 26.4805 26.3905 25.4366 24.5229 24.0959 19.0364 26.2171 18.2628 17.6008 22.7466 17.3404 25.6686 17.1396 16.1106 17.1484 15.5982 15.5019 15.0407 15.0359 14.9057 14.8241 threshold=-0.10079112648963927 3.1350001096725468 12.914999961853029 7.4449999332427987 0.83495241403579723 4.5050001144409189 15.34500026702881 1020.8500061035157 -0.69493976235389698 295.44148254394537 0.87780800461769115 0 3.3549998998641972 12.750000000000002 1.3149999976158144 -0.21263441443443296 1017.6499938964845 11.355000019073488 286.26667785644537 14.194999694824221 1.6549999713897707 0.15500000119209292 4.6499998569488534 1 0.2050658315420151 2 13.34999990463257 6.0650000572204599 16.150000572204593 1010.8500061035157 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 left_child=14 5 3 4 19 10 -4 13 -7 24 16 27 -10 28 15 21 -2 18 25 20 -3 -1 -11 -24 -5 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35082 14048 1697 26503 1378 37518 leaf_count=1778 750975 22899 38082 3360 22732 3349 125258 8552 6606 17893 3498 24482 14055 7546 7567 15596 1457 19266 19841 6461 19466 55344 5488 9011 35082 14048 1697 26503 1378 37518 internal_value=2.72854e-06 0.00013507 -0.000377442 -0.000911673 -0.000397736 0.000357111 0.000268143 -0.00111871 0.00229683 -0.00182987 0.000299515 -0.000745846 0.0029868 -0.00146302 -0.0011808 -0.00172652 0.000377567 -0.000527263 5.30536e-05 0.000749977 0.00111795 -0.00123045 -0.00288304 -0.0016443 -0.000942456 0.00117517 -0.00188439 0.000248196 -0.00273883 -0.000780436 internal_weight=1.32679e+06 1.19335e+06 360726 197386 126552 832622 163340 77726 24010 70834 808612 56180 20661 69174 133440 72718 752432 60722 41456 48826 42365 57122 32392 14499 38442 21615 26179 30001 24110 45064 internal_count=1326788 1193348 360726 197386 126552 832622 163340 77726 24010 70834 808612 56180 20661 69174 133440 72718 752432 60722 41456 48826 42365 57122 32392 14499 38442 21615 26179 30001 24110 45064 cat_boundaries=0 1 2 3 cat_threshold=7427 582 839 is_linear=0 shrinkage=0.05 Tree=87 num_leaves=31 num_cat=4 split_feature=103 55 12 16 24 28 52 92 132 136 66 54 12 87 136 14 16 23 136 55 54 60 133 79 111 31 24 93 136 7 split_gain=75.0192 49.0252 45.6775 48.0264 40.8051 37.3776 33.618 30.5802 25.849 27.6936 26.4448 25.5909 24.9725 24.091 24.5861 21.5498 21.1097 17.953 17.7362 17.1988 17.1681 16.0901 15.7796 14.6738 14.2022 16.3162 14.135 14.8001 13.7824 13.7328 threshold=-0.10079112648963927 3.1350001096725468 2.9450000524520878 13.344999790191652 212.50000000000003 1021.8500061035157 4.1349999904632577 -0.69493976235389698 1017.9500122070314 0 27.214999198913578 3.304999947547913 2.3149999380111699 0.87780800461769115 1 2.0149999856948857 18.219999313354496 6.6449999809265146 2 12.444999694824221 5.1549999713897714 0.76880535483360302 1017.6499938964845 20.185000419616703 0.1324451342225075 1009.9500122070314 287.50000000000006 -0.18954125046730039 3 11.949999809265138 decision_type=2 2 2 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 2 left_child=18 6 3 5 -5 8 13 -8 9 -3 12 -9 20 22 -15 -14 19 -4 -1 26 24 -12 -2 -17 -11 -26 -6 -28 -7 -16 right_child=1 2 17 4 16 28 7 11 -10 10 21 -13 15 14 29 23 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.00032043324110218185 0.00034504328745280929 -0.00043024869905829437 0.0027296938147758566 -0.0019202310803149584 0.0005219160120272674 -0.00088036524146440753 -0.0017533393893392651 0.0051570587260991773 0.0026918372056447155 0.002098019378440502 -0.0044824477077970593 0.0016134384764466478 0.0049279246458520483 0.00025921850219922315 -0.0022922322888698026 0.00062668853572717218 0.0036425050649040815 0.00042537067758692575 -0.0015365172673252041 -0.0001392036372575771 -0.0027692554398136247 -0.00080469220882082465 0.0056023647373151832 -0.0022798756139596628 -0.0049595558171407032 -0.0011403777887198389 0.0082213600634539179 0.0021487102456254565 0.0015120880316609653 0.0011819868954564673 leaf_weight=45528 748577 40412 9635 18566 19226 9627 4397 7658 3682 2948 14240 15222 1962 29537 22546 10348 5572 68876 87912 47764 38507 3759 1430 7482 3123 26752 1103 11105 16037 3255 leaf_count=45528 748577 40412 9635 18566 19226 9627 4397 7658 3682 2948 14240 15222 1962 29537 22546 10348 5572 68876 87912 47764 38507 3759 1430 7482 3123 26752 1103 11105 16037 3255 internal_value=2.59176e-06 0.000128315 -0.000358575 -0.000655337 0.000202834 -0.00115109 0.000339256 0.00206559 -0.0014469 -0.00154881 -0.00196284 0.0027995 -0.00161708 0.000280785 -0.000725978 -4.56987e-05 0.00066782 0.000708161 -0.00112174 0.000458535 -0.00205309 -0.00371437 0.000355067 -0.000592993 -0.0012129 -0.00153962 0.0013668 0.00269738 0.000614885 -0.00185321 internal_weight=1.32679e+06 1.19335e+06 360726 282215 103336 178879 832622 27277 153215 149533 109121 22880 91122 805345 55338 19792 84770 78511 133440 79198 71330 17999 750007 17830 32823 29875 31434 12208 25664 25801 internal_count=1326788 1193348 360726 282215 103336 178879 832622 27277 153215 149533 109121 22880 91122 805345 55338 19792 84770 78511 133440 79198 71330 17999 750007 17830 32823 29875 31434 12208 25664 25801 cat_boundaries=0 1 2 3 4 cat_threshold=7328 7427 3844 2244 is_linear=0 shrinkage=0.05 Tree=88 num_leaves=31 num_cat=1 split_feature=103 55 12 16 24 28 52 105 135 21 87 92 0 15 86 136 71 55 7 12 55 111 92 12 24 93 132 130 52 52 split_gain=67.7057 44.2452 41.5786 39.4303 35.1293 31.6414 30.4572 23.4969 30.642 28.184 24.212 23.0911 22.6198 22.3347 22.179 24.8798 21.9381 18.4184 18.0774 17.318 21.2298 21.6418 19.2505 17.2911 16.9573 23.4944 16.1745 18.4235 15.2943 15.2441 threshold=-0.10079112648963927 3.1350001096725468 2.6450001001358037 13.344999790191652 212.50000000000003 1021.4500122070314 4.5050001144409189 -0.95756247639656056 1019.8500061035157 8.0150003433227557 0.83556780219078075 -0.69493976235389698 194.50000000000003 2.6550000905990605 0.87395778298378002 0 282.02679443359381 12.934999942779543 10.650000095367433 1.4650000333786013 10.204999923706056 0.35641334950923925 -0.23477246612310407 3.3950001001358037 287.50000000000006 -0.30337931215763086 1016.5499877929689 297.50000000000006 0.15500000119209292 9.2150001525878924 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=19 6 3 5 -5 7 14 -3 9 10 12 -8 -9 -4 26 -16 -13 24 -17 22 21 -21 28 29 -6 -26 27 -2 -1 -15 right_child=1 2 13 4 17 -7 11 8 -10 -11 -12 16 -14 23 15 18 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0033954194185076957 0.00034717324111076508 -1.3442820862678739e-05 0.0016545091711578513 -0.0018219562305627911 0.00057489321783140649 0.00045502676382666146 -0.0017741204082472449 -0.0019526907833485184 0.0048756660751128637 -0.0034865106793395498 -0.0021372041227749809 0.00086925093369012133 0.00069604259792264641 -0.0025719016013534251 -0.0018263423649531397 -0.0002292615419808502 0.0041502851816221098 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0.000345572 0.000333653 -0.00108586 -0.000639465 internal_weight=1.32679e+06 1.19335e+06 360726 249824 91674 158150 832622 133135 110552 108851 86863 24010 33075 110902 808612 61891 20661 73206 36133 133440 49841 30498 83599 81795 33991 13299 746721 744767 64018 43552 internal_count=1326788 1193348 360726 249824 91674 158150 832622 133135 110552 108851 86863 24010 33075 110902 808612 61891 20661 73206 36133 133440 49841 30498 83599 81795 33991 13299 746721 744767 64018 43552 cat_boundaries=0 1 cat_threshold=740 is_linear=0 shrinkage=0.05 Tree=89 num_leaves=31 num_cat=3 split_feature=103 55 12 16 24 28 52 92 66 12 87 134 21 39 71 87 136 60 16 55 136 15 115 136 39 59 109 23 36 12 split_gain=61.1043 39.9311 37.6745 39.3533 33.2889 30.8902 27.5986 25.2118 23.1496 21.8269 31.7775 25.2352 22.1774 22.346 20.6617 20.3203 20.7957 19.7837 18.7292 18.6891 16.2997 16.0539 16.0343 15.9452 15.5106 14.6163 13.2984 13.283 15.2781 13.2625 threshold=-0.10079112648963927 3.1350001096725468 2.9450000524520878 13.344999790191652 212.50000000000003 1021.8500061035157 4.1349999904632577 -0.69493976235389698 27.214999198913578 1.9750000238418581 0.84147751331329357 1019.2500000000001 7.5150001049041757 12.84999990463257 273.72850036621099 0.87780800461769115 0 0.76880535483360302 18.219999313354496 8.9049997329711932 1 3.1750000715255742 -0.81408452987670887 2 9.3499999046325701 256.36111450195318 0.017413947731256488 4.7750000953674325 15.449999809265138 1.2549999952316286 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 1 2 2 2 2 2 2 left_child=23 6 3 5 -5 8 15 -8 9 11 19 12 13 -3 -9 -2 27 20 22 -11 24 -4 -6 -1 -10 -12 -25 -17 -29 -28 right_child=1 2 21 4 18 -7 7 14 17 10 25 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 29 28 -30 -31 leaf_value=-0.00025263364056690967 0.00032142099093607142 -0.0027259024421949873 0.0014812339840287151 -0.0017338890204980412 -4.2415371899194179e-05 0.00056353275717557338 -0.0015972128088978619 0.00039970984405946321 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-0.00104365 -0.00027478 -0.00159438 -0.00170206 -0.00102323 0.00253672 0.000253199 -0.000671425 -0.00272471 0.000603683 0.0011854 -0.00351192 0.000645176 0.000406551 -0.00101238 -0.00486757 -0.0012864 -0.00140565 0.000234654 -0.000106837 -0.00206437 internal_weight=1.32679e+06 1.19335e+06 360726 282215 103336 178879 832622 27277 153215 128866 53782 75084 74062 45843 22880 805345 55338 24349 84770 22011 18657 78511 79198 133440 10130 31771 87912 29537 26760 40950 internal_count=1326788 1193348 360726 282215 103336 178879 832622 27277 153215 128866 53782 75084 74062 45843 22880 805345 55338 24349 84770 22011 18657 78511 79198 133440 10130 31771 87912 29537 26760 40950 cat_boundaries=0 1 2 3 cat_threshold=7427 773 3844 is_linear=0 shrinkage=0.05 Tree=90 num_leaves=31 num_cat=4 split_feature=95 30 136 122 109 4 136 67 52 31 132 129 0 85 114 0 136 52 108 76 91 12 136 92 60 110 54 93 53 12 split_gain=55.9657 27.6273 26.519 23.5651 23.1722 21.6736 21.6356 20.5311 25.7051 20.4129 18.842 19.152 18.2741 20.7014 17.2688 14.6886 17.1821 13.6967 13.5605 15.5761 14.6202 13.5243 13.5029 13.3253 24.9711 12.884 15.5543 12.3824 16.2608 12.1212 threshold=0.051000362262129791 1014.3500061035157 0 -0.50751903653144825 -0.054515648633241647 11.84999990463257 1 28.125000000000004 30.414999961853031 1019.2500000000001 1016.5499877929689 237.50000000000003 293.50000000000006 0.8706980049610139 -0.82409480214118946 334.50000000000006 2 0.47499999403953558 -0.67060548067092884 19.98499965667725 0.22313739359378817 3.1450001001358037 3 -0.38306720554828638 0.3411176353693009 0.65322634577751171 5.1549999713897714 -0.85735636949539173 0.84499999880790722 4.0050001144409189 decision_type=2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 4 9 5 6 14 -1 18 29 12 11 21 -3 25 -4 16 -5 -17 -2 20 27 23 -21 -6 -25 26 -14 28 -20 -9 right_child=7 2 3 15 10 -7 -8 8 -10 -11 -12 -13 13 -15 -16 17 -18 -19 19 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0011406047015987358 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3137 26801 12309 19341 5831 2195 814469 6308 2007 internal_value=-7.65881e-06 -0.000539524 -0.00015597 -0.000394153 -0.00103937 -0.000991332 5.75181e-05 0.000190676 -0.000558697 0.00120933 -0.00137701 -0.00150675 0.000640573 0.00176101 -0.00112484 0.000174219 -9.20426e-05 0.00172511 0.000261574 0.000284495 0.000235061 -0.00130635 0.00118921 -0.00140629 -0.00225737 0.00302722 0.00507314 0.000247635 -0.0016892 -0.00131894 internal_weight=1.32636e+06 360262 203843 173569 156419 84643 36816 966098 83502 30274 119603 114701 25394 14957 82350 88926 75896 13030 882596 870687 825577 104635 45110 101498 31650 10221 4390 822639 8170 47688 internal_count=1326360 360262 203843 173569 156419 84643 36816 966098 83502 30274 119603 114701 25394 14957 82350 88926 75896 13030 882596 870687 825577 104635 45110 101498 31650 10221 4390 822639 8170 47688 cat_boundaries=0 1 2 3 4 cat_threshold=1280 164 2258 3344 is_linear=0 shrinkage=0.05 Tree=91 num_leaves=31 num_cat=2 split_feature=103 79 12 76 19 55 125 75 11 67 136 113 16 92 10 54 136 111 54 31 75 60 92 56 55 123 52 56 78 12 split_gain=52.1443 35.5954 53.5705 52.0466 43.3156 27.7192 26.6472 25.2238 22.7902 22.7539 22.4859 21.8531 21.0549 20.7901 20.5758 19.8154 18.3572 17.9092 24.0304 17.3837 16.8254 18.1131 25.1966 16.9253 16.3691 17.5487 14.37 19.4396 16.0185 13.8116 threshold=0.12664251774549487 12.494999885559084 2.9250000715255742 11.694999694824221 6.9049999713897714 6.2650001049041757 0.9170251488685609 0.43115113675594335 9.8499999046325701 19.095000267028812 0 -0.84335932135581959 13.344999790191652 0.062356855720281608 1.0000000180025095e-35 5.1549999713897714 1 0.25593641400337225 7.1449999809265146 1015.5499877929689 0.89284086227417003 0.42311753332614904 -0.23477246612310407 269.47349548339849 0.064999999478459372 -0.76037701964378346 5.0350000858306894 223.892448425293 6.4449999332427987 1.3650000095367434 decision_type=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 2 2 left_child=16 3 4 5 -3 26 11 -5 -8 -4 15 -6 13 -7 -13 -9 17 18 -1 -11 21 22 -16 -23 25 -18 28 -28 -2 -26 right_child=1 2 9 7 6 12 8 10 -10 19 -12 14 -14 -15 20 -17 24 -19 -20 -21 -22 23 -24 -25 29 -27 27 -29 -30 -31 leaf_value=0.004055761484621636 0.00029111083808901721 0.0015106422718238299 0.0025269810576095185 -0.00076756618206913106 -0.00058969830219622729 -0.0027388300419489715 -0.0012335849383458622 0.0047119167433780675 0.002036569947418227 -0.00079776999433359857 0.0007884905768929815 0.00064074015014733391 6.1264132010879958e-05 -0.00057519706050635302 -0.0016338406591968413 0.0019941253644521133 0.0036031365226165263 -0.00059681213889391206 0.00010908033469252973 0.0011692516542628716 -0.0046150582463891808 -0.0025510468428399549 -0.0044311277378924008 4.9218650635906746e-05 -0.0014774394724225443 -0.0019832911517640409 -0.00079256814187714925 0.0023083643173688636 -0.00079564067801416003 -0.00055647556759753903 leaf_weight=5824 690473 15441 14367 7992 34901 17419 11223 11730 10143 21250 15838 6188 56995 30619 18245 15661 3894 28689 11419 23826 7435 11125 14407 14305 88284 2200 6986 18276 35659 75546 leaf_count=5824 690473 15441 14367 7992 34901 17419 11223 11730 10143 21250 15838 6188 56995 30619 18245 15661 3894 28689 11419 23826 7435 11125 14407 14305 88284 2200 6986 18276 35659 75546 internal_value=-7.27484e-06 0.000130943 -0.000467843 0.00026477 -0.000990955 0.000172175 -0.0012928 0.00181297 0.000318843 0.000794225 0.00229005 -0.0016158 -0.000588652 -0.00135975 -0.00211524 0.00315685 -0.000718359 0.000168569 0.00144211 0.000241946 -0.00237554 -0.00208886 -0.00286808 -0.00108833 -0.000958057 0.00158638 0.000278527 0.00145083 0.000237742 -0.00105276 internal_weight=1.32636e+06 1.1105e+06 202856 907648 143413 856427 127972 51221 21366 59443 43229 106606 105033 48038 71705 27391 215856 45932 17243 45076 65517 58082 32652 25430 169924 6094 751394 25262 726132 163830 internal_count=1326360 1110504 202856 907648 143413 856427 127972 51221 21366 59443 43229 106606 105033 48038 71705 27391 215856 45932 17243 45076 65517 58082 32652 25430 169924 6094 751394 25262 726132 163830 cat_boundaries=0 1 2 cat_threshold=1427 1792 is_linear=0 shrinkage=0.05 Tree=92 num_leaves=31 num_cat=3 split_feature=103 87 29 12 136 133 76 15 65 29 19 8 29 0 136 109 111 54 15 12 67 67 23 79 136 60 69 133 126 64 split_gain=47.0603 32.4999 51.8217 30.9309 28.2792 24.5601 23.5447 26.376 22.8569 22.1168 22.8717 20.1814 18.7457 18.3595 16.5674 17.105 16.163 21.7108 15.8611 15.7506 15.6002 15.4657 14.8389 16.2194 14.7154 18.2523 14.0695 14.8934 13.8879 13.8873 threshold=0.12664251774549487 0.8401717245578767 1014.1499938964845 2.2849999666213994 0 1016.9500122070314 11.815000057220461 2.5149999856948857 7.0050001144409189 1010.1499938964845 7.4149999618530282 6.7500000000000009 1021.7500000000001 186.50000000000003 1 1.0000000180025095e-35 0.25593641400337225 7.0250000953674325 2.3549998998641972 3.3549998998641972 37.045000076293952 7.3250000476837167 4.8550000190734872 6.6050000190734872 2 0.44833976030349737 297.66743469238287 1016.3500061035157 0.35019405186176306 3.435000061988831 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 1 2 2 2 2 2 left_child=14 6 5 4 12 9 8 29 21 -3 -11 26 -4 -13 16 22 17 -1 -5 20 -12 -2 23 -16 25 -24 -10 -28 -15 -8 right_child=1 2 3 18 -6 -7 7 -9 11 10 19 13 -14 28 15 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0038816090668742998 0.00024861698803298768 -0.002820006275406847 -0.0020896860036248746 0.0027126292885353751 0.00031539395756558034 0.0022358087232290293 -9.3186873961647505e-07 0.00023235806249575233 -0.00038953586796944023 0.0011922612856960077 -0.0014569171681505057 -0.0011147462537264357 0.0011716770671240876 0.0046580010940950219 0.00048889813150268264 -0.0014086237664635631 -0.00056697153058661088 0.00011671652327238563 0.00067572864769842452 0.0013967618293215579 -0.0052627371908689873 0.0018651899023020878 0.0044484620151092414 0.0062350699636652025 -0.00089603605593741714 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55740 55881 51317 707981 84412 6933 77479 11829 65515 28327 17874 34472 internal_count=1326360 1110504 235257 141603 85863 93654 875247 73627 801620 89012 65756 93639 32295 28124 215856 169924 45932 17243 55740 55881 51317 707981 84412 6933 77479 11829 65515 28327 17874 34472 cat_boundaries=0 1 2 3 cat_threshold=594 1792 4163 is_linear=0 shrinkage=0.05 Tree=93 num_leaves=31 num_cat=3 split_feature=54 29 136 32 37 32 124 83 132 82 136 39 7 8 113 101 55 103 92 30 54 122 32 16 136 64 75 31 39 75 split_gain=43.4286 38.8996 39.4464 33.3607 27.5776 26.2067 20.7518 20.0279 18.3148 20.4368 27.522 18.2243 18.1198 18.03 17.7032 16.2711 16.0352 15.8449 20.3629 15.2519 15.0224 13.9477 13.9377 18.5601 16.2971 13.7611 22.7612 21.4883 20.2051 16.3569 threshold=1.2649999856948855 1014.5499877929689 0 10.449999809265138 11.750000000000002 12.250000000000002 0.88697704672813427 332.30766296386724 1018.6499938964845 288.97767639160162 1 12.84999990463257 9.4499998092651385 7.2500000000000009 -0.79332312941551197 -0.62002104520797718 6.1749999523162851 -0.10079112648963927 -0.3316215425729751 1010.9500122070314 3.054999947547913 -0.3172925859689712 12.550000190734865 11.775000095367433 2 3.435000061988831 0.71400201320648204 1021.8500061035157 12.250000000000002 0.77424439787864696 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 1 2 2 2 2 2 left_child=7 3 20 -2 -5 11 14 17 9 10 -7 -6 -9 -8 16 -10 -4 18 -1 -11 -3 -15 24 -24 -16 26 -19 28 29 -27 right_child=1 2 6 4 5 8 13 12 15 19 -12 -13 -14 21 22 -17 -18 25 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31 leaf_value=0.00017312442545171951 0.0011566522961607925 0.0025299907396697488 0.00041093342467803757 -0.002783530159757889 -0.00054017094388112232 -0.0013023542191091834 -0.00025507387705844673 0.00078532420015497452 0.036122015650000644 -0.0026035943051493909 0.0011957840563518523 0.0022728256046919046 0.0059863655113600138 0.00045454140431699187 0.00038881696961089 0.0014321273123955877 -0.00065885275898314155 0.00025475265429839646 -0.0024524729057627918 -0.0012248204038385366 0.00064668620664875632 0.0027724905555561487 -0.0032365956831298588 -0.0009257023777776755 -0.0020798094066768517 0.0010809448447148338 -0.0016900657677370397 0.0048162705930249227 0.0018118068352248379 -0.0021494082442350413 leaf_weight=18097 18435 12397 57672 20925 13113 29403 33799 4083 34 28692 17627 10265 2839 14506 20078 5825 89216 664490 12475 66651 72586 11744 14956 20735 10012 7710 15393 3657 20976 7969 leaf_count=18097 18435 12397 57672 20925 13113 29403 33799 4083 34 28692 17627 10265 2839 14506 20078 5825 89216 664490 12475 66651 72586 11744 14956 20735 10012 7710 15393 3657 20976 7969 internal_value=-6.56549e-06 -0.000336815 -1.92283e-05 -0.000875285 -0.00106984 -0.000860884 -0.000312336 0.000241298 -0.00110626 -0.00121901 -0.000366066 0.000694982 0.00291849 0.000508459 -0.000544109 0.00163343 -0.000238827 0.000216614 -0.000898259 -0.00163974 0.000921307 0.00149157 -0.0012258 -0.00189406 -0.000433144 0.00026394 0.000210721 0.00116152 0.000796887 -0.000560913 internal_weight=1.32636e+06 568671 357701 210970 192535 171610 272718 757689 148232 142373 47030 23378 6922 60049 212669 5859 146888 750767 30572 95343 84983 26250 65781 35691 30090 720195 679883 40312 36655 15679 internal_count=1326360 568671 357701 210970 192535 171610 272718 757689 148232 142373 47030 23378 6922 60049 212669 5859 146888 750767 30572 95343 84983 26250 65781 35691 30090 720195 679883 40312 36655 15679 cat_boundaries=0 1 2 3 cat_threshold=5376 677 2567 is_linear=0 shrinkage=0.05 Tree=94 num_leaves=31 num_cat=3 split_feature=54 29 136 32 132 128 37 12 96 124 83 79 113 7 122 136 54 8 94 99 100 74 66 23 53 29 136 33 31 39 split_gain=39.1945 35.1067 35.7156 30.108 25.6795 26.3702 22.9385 24.3559 22.387 18.7278 18.0752 17.8466 17.2804 16.3531 16.0684 15.7408 15.6635 15.2494 14.8529 14.3748 15.9154 14.2661 20.4373 20.1657 15.4847 22.4732 20.9643 18.8323 14.3991 19.2133 threshold=1.2649999856948855 1014.5499877929689 0 10.449999809265138 1016.5499877929689 267.50000000000006 11.750000000000002 2.7849999666213994 -0.85214698314666737 0.88697704672813427 332.30766296386724 10.734999656677248 -0.76037701964378346 9.4499998092651385 -0.39873388409614557 1 2.9650000333786015 7.3500001430511483 0.33633746206760412 -0.92831149697303761 -0.74330192804336537 0.84174415469169628 3.435000061988831 5.5650000572204599 0.22500000149011615 1015.0499877929689 2 17.849999427795414 1022.1499938964845 12.150000095367433 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 2 2 2 1 2 2 2 left_child=10 3 16 -2 5 6 -5 8 -8 12 21 -7 -4 -12 -11 -9 -3 -16 -15 -6 -21 22 24 -24 -1 -26 27 -27 29 -25 right_child=1 2 9 4 19 11 7 15 -10 14 13 -13 -14 18 17 -17 -18 -19 -20 20 -22 -23 23 28 25 26 -28 -29 -30 -31 leaf_value=0.0002509886158947948 0.0010988196778232071 0.0028102792513856039 -0.00022347406766699991 -0.0026619146411885394 -0.00093615851126916695 -0.0012418379492754894 -0.00043951232313752377 0.00184562514022802 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0.000229233 -0.0034332 -0.000482339 0.00277256 0.000502067 0.000700183 0.000974151 0.0012294 0.00568705 0.00102986 0.00231694 0.000205784 0.000234094 0.00155669 0.00018177 -0.000605696 0.000332585 0.00248689 0.00092452 0.000553295 internal_weight=1.32636e+06 568671 357701 210970 192535 178333 166236 147473 124760 285383 757689 12097 223764 6922 61619 22713 72318 34016 2839 14202 8583 750767 738311 28097 710214 57384 30215 8211 22979 21121 internal_count=1326360 568671 357701 210970 192535 178333 166236 147473 124760 285383 757689 12097 223764 6922 61619 22713 72318 34016 2839 14202 8583 750767 738311 28097 710214 57384 30215 8211 22979 21121 cat_boundaries=0 1 2 3 cat_threshold=1280 1361 771 is_linear=0 shrinkage=0.05 Tree=95 num_leaves=31 num_cat=3 split_feature=55 12 14 113 17 52 67 56 56 76 29 102 136 60 136 11 74 31 55 35 91 15 12 64 93 136 61 68 31 117 split_gain=37.3373 33.6516 35.6889 29.7661 29.0495 26.2101 32.9205 26.7593 25.8559 26.2061 20.9692 20.8601 19.6513 18.74 17.9543 18.0592 17.8783 17.2967 17.9311 15.9567 15.8111 14.8329 16.3126 14.2169 14.4336 13.8536 13.1259 16.9064 16.0025 13.9045 threshold=1.6449999809265139 2.3349999189376835 2.1149998903274541 -0.74892720580101002 14.039999961853029 2.304999947547913 0.7150000035762788 228.76536560058597 258.06268310546881 23.974999427795414 1024.850036621094 0.70954176783561718 0 0.43973810970783239 1 14.449999809265138 0.78629565238952648 1027.049987792969 4.9749999046325692 10.949999809265138 -0.095968913286924348 2.4750000238418584 3.2849999666213994 4.8750000000000009 0.20782351493835452 2 0.52618709206581127 285.09954833984381 1013.2500000000001 0.99140709638595592 decision_type=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 1 2 2 2 2 left_child=5 3 -3 4 17 8 -7 -8 9 16 13 20 21 14 -10 23 26 18 -2 -11 -5 -4 -23 24 -16 -21 27 -1 -29 -30 right_child=1 2 12 11 -6 6 7 -9 10 19 -12 -13 -14 -15 15 -17 -18 -19 -20 25 -22 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.00021764685301096692 -8.3937443527340349e-05 0.0029410869638371679 0.0016560405042234175 -0.00066853728885447449 0.00085751028665661958 -0.0005708522303271038 -0.00043044296216394391 0.0041761177900625493 -0.00041473497993472271 -0.00061933351598139749 0.0057224911848535991 -0.0027040314802760103 -0.0005362972518613403 0.00038344620762166196 -0.0033144646088978831 0.0018584192302736461 -0.0015734506995248615 0.0029615531535257624 -0.0010967169491408106 0.00027685376313012054 -0.0022778347441967228 -0.00046334319419415393 0.001073338127822129 -0.0014016251011643077 -0.007400683457576847 0.005803126129882129 -0.0019196303528342638 -0.00061463174578949237 0.002923973800617723 -0.0099580737769258323 leaf_weight=672817 82098 11328 22423 88210 45744 9773 4157 13047 12381 2167 1127 20071 79032 13210 7216 1791 13921 3431 93451 1536 18456 41204 29732 5564 3085 4429 6990 5035 12645 213 leaf_count=672817 82098 11328 22423 88210 45744 9773 4157 13047 12381 2167 1127 20071 79032 13210 7216 1791 13921 3431 93451 1536 18456 41204 29732 5564 3085 4429 6990 5035 12645 213 internal_value=-3.32029e-06 -0.000325865 0.000222519 -0.000612521 -0.000266965 0.00021488 0.00174658 0.00306304 0.000160805 0.000233022 -0.00101057 -0.00122525 4.38787e-05 -0.00118603 -0.00187627 -0.00289927 0.00020077 -0.00055436 -0.000623076 0.00305534 -0.000946988 0.00053502 0.000180739 -0.00343819 -0.00453823 0.00439029 0.000236171 0.000257987 0.00177488 0.00271058 internal_weight=1.32628e+06 535180 183719 351461 224724 791104 26977 17204 764127 719753 44374 126737 172391 43247 30037 17656 711621 178980 175549 8132 106666 93359 70936 15865 10301 5965 697700 690710 17893 12858 internal_count=1326284 535180 183719 351461 224724 791104 26977 17204 764127 719753 44374 126737 172391 43247 30037 17656 711621 178980 175549 8132 106666 93359 70936 15865 10301 5965 697700 690710 17893 12858 cat_boundaries=0 1 2 3 cat_threshold=1331 3329 6752 is_linear=0 shrinkage=0.05 Tree=96 num_leaves=31 num_cat=4 split_feature=55 12 14 113 17 52 67 56 56 76 15 136 4 101 29 136 73 136 74 55 28 104 136 35 60 133 108 75 75 111 split_gain=33.6974 30.418 34.3508 27.0562 23.7838 23.6545 29.7108 24.1503 23.3353 23.6576 20.5011 23.7318 21.0744 19.9423 19.3019 17.2217 20.6052 16.8229 16.7466 14.8852 15.2481 17.4993 14.7239 14.404 14.0518 13.9843 13.3694 12.604 12.5816 12.5126 threshold=1.6449999809265139 2.3149999380111699 2.185000061988831 -0.78257837891578663 14.039999961853029 2.304999947547913 0.7150000035762788 228.76536560058597 258.06268310546881 23.974999427795414 1.5549999475479128 0 2.9500000476837163 0.764419585466385 1023.7500000000001 1 0.56630197167396557 2 0.85723191499710094 4.9049999713897714 1018.1499938964845 -0.9565538465976714 3 10.949999809265138 0.57740223407745372 1019.9500122070314 -0.88447460532188404 0.57062605023384105 0.57062605023384105 -0.11096428707242011 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 1 2 2 2 2 2 2 2 left_child=5 3 26 4 19 8 -7 -8 9 18 11 12 -5 -12 15 29 -17 -4 24 27 21 -21 -22 -11 -1 -23 -3 -2 -13 -10 right_child=1 2 17 10 -6 6 7 -9 14 23 13 28 -14 -15 -16 16 -18 -19 -20 20 22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00023119654783500124 -0.0010805345215137757 -0.0026089287565105928 -0.00054796027270310967 -0.0012420160653614431 0.00083191719593541486 -0.00054230962529347936 -0.00040892079907841683 0.0039673119106797871 -0.002611060661259022 -0.00058836683040915853 -0.0013843152697285881 -0.0017424173156642333 0.0024519875746401212 -0.0038038984071277144 0.0043148844335321977 -0.0042478515226474362 -0.0010000978659178278 0.00044721155609719188 -0.0026968213490366922 6.9634867803890018e-05 0.00078084487396295175 -0.0022016413728614859 -0.0011774148923812645 0.0041712872087259966 -0.0022633812672515413 0.0040201275436759307 0.0028182151968616296 0.00042425267310324959 -0.00025826565776969888 0.00041977136898074384 leaf_weight=700944 18749 1228 77713 6036 42723 9773 4157 13047 4235 2167 59300 29319 10715 9944 1669 7683 13404 93607 4986 13186 19634 36574 18762 5965 5691 926 14948 53978 27838 17383 leaf_count=700944 18749 1228 77713 6036 42723 9773 4157 13047 4235 2167 59300 29319 10715 9944 1669 7683 13404 93607 4986 13186 19634 36574 18762 5965 5691 926 14948 53978 27838 17383 internal_value=-3.15234e-06 -0.000309572 0.00020374 -0.000586387 -0.000217385 0.00020414 0.00165925 0.00290988 0.000152768 0.000221375 -0.00111361 -0.000534439 0.00112023 -0.00173179 -0.000960043 -0.0011662 -0.00218237 -4.21732e-06 0.000190732 -0.000494436 -0.000927746 -0.0014971 -0.000176152 0.00290294 0.000211106 -0.00204801 0.00240621 3.6319e-05 -0.00101939 -0.000173893 internal_weight=1.32628e+06 535180 187496 347684 204532 791104 26977 17204 764127 719753 143152 73908 16751 69244 44374 42705 21087 171320 711621 161809 89082 50686 38396 8132 706635 37500 16176 72727 57157 21618 internal_count=1326284 535180 187496 347684 204532 791104 26977 17204 764127 719753 143152 73908 16751 69244 44374 42705 21087 171320 711621 161809 89082 50686 38396 8132 706635 37500 16176 72727 57157 21618 cat_boundaries=0 1 2 3 4 cat_threshold=3328 3333 4804 5905 is_linear=0 shrinkage=0.05 Tree=97 num_leaves=31 num_cat=2 split_feature=103 87 55 52 12 92 136 54 30 11 39 133 130 76 136 23 79 107 12 93 15 54 52 112 54 35 92 52 12 52 split_gain=31.8184 26.7377 25.1692 31.4562 26.6302 26.5171 21.9799 19.5296 19.3108 15.8396 20.1643 14.3097 18.79 15.6767 28.7343 22.5007 27.3615 19.2721 17.3988 17.3077 16.925 15.2922 15.8399 17.1416 13.718 13.5342 13.3436 21.0522 17.1011 13.803 threshold=-0.10079112648963927 0.87780800461769115 6.3550000190734872 4.5050001144409189 1.9750000238418581 -0.95060402154922474 0 3.7050000429153447 1020.9500122070314 15.050000190734865 12.050000190734865 1017.9500122070314 296.50000000000006 11.815000057220461 1 5.6250000000000009 11.994999885559084 -0.73772478103637684 2.3349999189376835 0.69888824224472057 2.5949999094009404 3.0049999952316289 2.3850001096725468 -0.64942333102226246 0.14500000327825549 11.550000190734865 -0.30537502467632288 2.5849999189376835 1.7749999761581423 0.19500000029802325 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=26 2 3 11 -4 -5 -3 -7 9 10 -8 12 13 21 15 19 17 -17 -18 25 -16 22 -2 -24 -14 -15 28 -28 29 -1 right_child=1 6 4 5 -6 7 8 -9 -10 -11 -12 -13 24 14 20 16 18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0032214777694124837 0.00016115380178824995 8.7849162059475897e-05 -0.0010949010247376203 -0.001804129684954961 6.833978741117352e-05 0.0036891300843282754 -0.0031601369409650876 0.001282713922801091 0.0014903150074303511 0.00083539423408584331 -0.0010989918634472815 0.0045934880658151508 0.012761959069202307 0.0017151079201304918 -0.0002207773083373883 0.0061594065343406439 -0.0014358177355125962 0.00056109625130399939 0.0017593873219220728 0.00026162203163636647 -0.0055940028574601444 -0.001002150022453482 0.0025137280527776661 -0.0013305606475598091 -0.0036792780184603442 0.0062664599233504857 -0.0027063183530460903 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7911 133401 51190 82211 71082 internal_count=1326284 1192883 1070678 847596 223082 55812 122205 50122 64551 58726 52400 791784 789933 785777 46804 34162 23616 6313 17303 10546 12642 738973 711420 17280 4156 7911 133401 51190 82211 71082 cat_boundaries=0 1 2 cat_threshold=7171 1427 is_linear=0 shrinkage=0.05 Tree=98 num_leaves=31 num_cat=1 split_feature=55 67 8 79 136 125 0 76 16 52 22 24 55 69 89 8 75 24 94 16 84 88 108 68 52 95 92 56 80 11 split_gain=28.7445 31.2142 28.7784 46.8656 36.6468 31.3883 30.5568 23.9931 24.2636 23.7775 22.9062 22.1088 23.8766 22.0044 20.3687 18.3552 18.2712 15.67 17.5321 15.6432 15.5572 15.4215 14.5333 13.8397 13.331 28.4719 16.53 14.6069 21.1991 16.6039 threshold=1.3149999976158144 1.435000002384186 5.8500001430511483 12.114999771118166 0 0.9170251488685609 200.50000000000003 28.535000801086429 12.50999975204468 14.994999885559084 7.4449999332427987 196.50000000000003 6.1749999523162851 297.44374084472662 -0.15815172344446179 8.6500000953674334 0.85427692532539379 279.50000000000006 -0.48599891364574427 8.7100000381469744 0.86101654171943676 -0.96650654077529896 -0.82301914691925038 319.51565551757818 2.0649999380111699 0.62716907262802135 -0.71281388401985157 258.06268310546881 319.77584838867193 15.550000190734865 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=24 -2 7 4 6 9 22 8 10 16 14 -10 17 -12 -3 -8 19 -13 -19 -5 -17 -15 -4 -18 27 26 -26 28 -1 -29 right_child=1 2 3 5 -6 -7 15 -9 11 -11 13 12 -14 21 -16 20 23 18 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=0.00018114343180704326 -0.001516121335926758 -9.3386259708844033e-05 -0.0038235337194009312 -0.0018103027217385896 0.00032765675080801006 0.0013828424613737118 0.0018356750625006962 0.0031057479382721452 -0.0019731890918239831 0.00013669547917036887 -0.00096285677356233506 0.00054410601683474262 -0.00030717016999979761 -0.0055076710764623699 -0.0025262157358248057 0.0058073906275316906 -0.002196535660311355 0.0090572724049065179 0.0023004578396997369 -0.00016246474121991714 0.0022851455166506413 -0.0023546387068734413 0.00079604957155315437 -0.0064686568740958171 -0.00055902867899369226 -0.00046962971854366033 0.0040755044852814398 -0.0010667318213161479 0.0026398555365584166 0.0034701334336737135 leaf_weight=693822 46375 54369 2119 25491 93501 20248 15188 4385 14047 47257 31124 17235 76344 4767 10221 7806 14450 1088 8163 33109 5239 20795 8663 2182 2431 10625 9225 34996 8879 2140 leaf_count=693822 46375 54369 2119 25491 93501 20248 15188 4385 14047 47257 31124 17235 76344 4767 10221 7806 14450 1088 8163 33109 5239 20795 8663 2182 2431 10625 9225 34996 8879 2140 internal_value=-2.84513e-06 -0.000273388 -0.000162085 0.000187819 0.000864939 -0.000440814 0.00215192 -0.000559187 -0.000626668 -0.000742272 -0.00112211 -0.000112574 0.000141593 -0.00185562 -0.000478368 0.0030172 -0.0012944 0.00143512 0.00309512 -0.000879274 0.00439282 -0.00294264 -0.000111843 -0.00275701 0.000197427 0.00140244 0.00310892 0.000161137 0.000212211 -0.00080529 internal_weight=1.32628e+06 564166 517791 275253 132516 142737 39015 242538 238153 122489 121276 116877 102830 56686 64590 28233 75232 26486 9251 58600 13045 25562 10782 16632 762118 22281 11656 739837 702701 37136 internal_count=1326284 564166 517791 275253 132516 142737 39015 242538 238153 122489 121276 116877 102830 56686 64590 28233 75232 26486 9251 58600 13045 25562 10782 16632 762118 22281 11656 739837 702701 37136 cat_boundaries=0 1 cat_threshold=3344 is_linear=0 shrinkage=0.05 Tree=99 num_leaves=31 num_cat=1 split_feature=103 87 76 55 52 56 52 136 108 66 54 55 54 52 124 28 30 92 52 79 120 7 39 98 54 94 52 73 111 60 split_gain=27.3492 22.8834 22.8205 26.112 25.6793 23.0031 21.1131 19.9022 19.5831 21.057 16.6264 15.4479 13.5255 19.4445 12.7338 12.6853 12.6308 12.5398 18.5381 13.7515 20.4603 12.4399 13.6556 12.306 12.1136 11.8663 11.858 17.8433 11.5433 11.4864 threshold=-0.10079112648963927 0.87780800461769115 40.82500076293946 6.3550000190734872 4.5050001144409189 206.72344207763675 10.204999923706056 0 0.88363686203956615 29.554999351501468 3.6049998998641972 12.444999694824221 2.7150000333786015 2.8850001096725468 -0.19936034083366391 1015.5499877929689 1020.9500122070314 -0.30537502467632288 2.5849999189376835 28.855000495910648 0.13052122294902804 12.550000190734865 12.050000190734865 -0.65920743346214283 0.10500000044703485 -0.46012265980243677 0.19500000029802325 0.59843239188194286 0.085871815681457533 0.73622551560401928 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=17 2 3 4 12 28 8 15 9 14 25 -8 13 -2 -5 -3 21 19 24 26 -21 22 -9 -15 -19 -7 27 -1 -6 -11 right_child=1 7 -4 6 5 10 11 16 -10 29 -12 -13 -14 23 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0065804146226696742 0.00019660851244270237 -0.00055223566752487401 0.0023200618403615776 -0.0024368175975401068 0.0067641957915547807 0.0069153297297278263 0.0011540228259204724 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-0.00111045 -0.00138486 0.00177014 -3.86692e-05 0.000175856 0.000227914 -0.001018 -2.36249e-05 -0.00131344 -0.000681662 -0.001296 -0.000299134 0.00383657 -0.00156833 -0.00182358 0.00232191 -0.00255088 0.00370627 -0.000400248 0.00308235 -0.000943597 -0.00376905 internal_weight=1.32628e+06 1.19288e+06 1.07068e+06 1.05873e+06 842835 54417 215894 122205 66326 60186 44967 149568 788418 741560 52160 69976 52229 133401 51190 82211 1962 47170 42928 10923 18687 8895 80249 2372 9450 8026 internal_count=1326284 1192883 1070678 1058729 842835 54417 215894 122205 66326 60186 44967 149568 788418 741560 52160 69976 52229 133401 51190 82211 1962 47170 42928 10923 18687 8895 80249 2372 9450 8026 cat_boundaries=0 1 cat_threshold=7427 is_linear=0 shrinkage=0.05 Tree=100 num_leaves=31 num_cat=3 split_feature=103 74 52 68 8 29 71 55 55 12 52 133 56 16 129 116 93 124 136 109 16 64 32 15 136 136 32 108 8 79 split_gain=30.1958 19.9508 19.7259 23.1269 17.291 16.1408 30.5574 18.8298 18.7064 33.0661 28.4748 22.726 20.1837 19.2339 18.3 17.8372 21.5106 17.817 16.4781 15.6921 15.5962 15.3444 17.0152 14.5064 13.5083 13.066 20.0186 19.4041 18.8985 16.2047 threshold=-0.01571638602763414 0.88348811864852916 14.444999694824221 300.14796447753912 16.250000000000004 1022.3500061035157 295.17126464843756 2.0749999284744267 4.9049999713897714 2.5849999189376835 5.4849998950958261 1017.7500000000001 226.28994750976565 13.344999790191652 282.50000000000006 -0.043617725372314446 -0.30337931215763086 -0.23343648016452787 0 -0.072321910411119447 16.694999694824222 2.3249999284744267 15.449999809265138 1.9249999523162844 1 2 9.9499998092651385 -0.018830177374184128 9.4499998092651385 6.7449998855590829 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 1 1 2 2 2 2 left_child=25 5 3 -3 23 8 -7 18 10 13 11 14 -12 17 19 -15 -17 -10 -8 24 -18 -13 -23 -5 -2 26 -1 -27 -29 -30 right_child=1 2 -4 4 -6 6 7 -9 9 -11 12 21 -14 15 -16 16 20 -19 -20 -21 -22 22 -24 -25 -26 27 -28 28 29 -31 leaf_value=0.0013212834392950866 0.0044978979713587771 -3.8714680422155037e-05 0.00011350724802231232 0.00055758733115111186 0.0065194689010804469 0.00027276000249435551 0.0010728345605964481 0.0016944888315680393 -0.0027982586653133388 0.00056908313894862839 -0.00091480335867244597 -0.001935373054477881 0.0024920701407650709 -0.0012361838244119166 -0.002509918519012496 0.0064287231696020701 -0.00015274599994093992 -0.00093076265833489573 0.0081402636757717944 0.00010142969779579939 0.0027474253529893291 0.0094263606766100336 -0.0086593027570174199 -0.0034599969590403939 0.00093127770776432913 0.00023650989991130702 -0.0023115039248422678 -0.0013539891524519663 0.0029025836528460774 -0.00063618202866175299 leaf_weight=4605 3363 13993 33449 2592 497 88171 1303 20696 16137 64693 5474 546 21123 21757 6597 1507 28241 61246 2301 735318 5546 1436 143 16872 12557 58479 21486 61347 5185 8602 leaf_count=4605 3363 13993 33449 2592 497 88171 1303 20696 16137 64693 5474 546 21123 21757 6597 1507 28241 61246 2301 735318 5546 1436 143 16872 12557 58479 21486 61347 5185 8602 internal_value=-1.65123e-06 8.66941e-05 -0.000748285 -0.00159726 -0.00268983 0.000137944 0.000705421 0.00227531 7.3192e-05 -0.000359717 0.000182788 0.000126508 0.00179089 -0.000806679 0.00011203 -0.000110148 0.000583997 -0.0013202 0.00561065 0.000135054 0.000323305 0.00529 0.00778846 -0.00292498 0.00168811 -0.000646417 -0.00166969 -0.000446441 -0.000978062 0.000694673 internal_weight=1.32526e+06 1.16556e+06 67403 33954 19961 1.09816e+06 112471 24300 985684 199127 786557 759960 26597 134434 757835 57051 35294 77383 3604 751238 33787 2125 1579 19464 15920 159704 26091 133613 75134 13787 internal_count=1325262 1165558 67403 33954 19961 1098155 112471 24300 985684 199127 786557 759960 26597 134434 757835 57051 35294 77383 3604 751238 33787 2125 1579 19464 15920 159704 26091 133613 75134 13787 cat_boundaries=0 1 2 3 cat_threshold=224 1606 4240 is_linear=0 shrinkage=0.05 Tree=101 num_leaves=31 num_cat=2 split_feature=103 74 31 135 12 16 66 129 132 120 136 15 18 106 136 29 12 124 79 120 53 92 94 12 13 93 40 53 14 55 split_gain=27.6663 20.4558 23.2179 23.8292 24.7669 18.1893 23.4805 17.3383 21.6661 16.6451 15.8166 14.8162 20.3832 13.6052 13.4993 13.1226 12.4825 12.632 12.4567 17.69 15.1521 13.447 15.3561 12.3978 11.6667 11.2268 11.0522 10.65 10.3905 10.1503 threshold=-0.15747343003749845 0.80503651499748241 1016.6499938964845 1015.8500061035157 3.8149999380111699 12.50999975204468 37.944999694824226 95.500000000000014 1016.4500122070314 0.41467745602130895 0 1.9249999523162844 11.775000095367433 -0.74015825986862172 1 1011.3500061035157 2.4750000238418584 0.87878364324569713 28.335000038146976 0.13052122294902804 8.8949999809265154 -0.21263441443443296 -0.93714398145675648 2.6049998998641972 0.97500002384185802 -0.049799980595707886 13.050000190734865 1.1150000095367434 2.6049998998641972 8.1649999618530291 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 7 3 4 5 6 16 -2 24 10 -4 12 -12 14 -8 -15 -3 28 21 20 -20 -1 -23 25 -9 -13 -24 -25 -18 -5 right_child=1 2 9 29 -6 -7 13 8 -10 -11 11 23 -14 15 -16 -17 17 -19 19 -21 -22 22 26 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.00049868269522450337 0.00019311447838479855 -0.0017740249001227716 -0.00073625025962076123 0.0037762442113238905 0.0012147613896280024 -0.0001315337563841709 -0.00093975475075290234 0.010769090398657442 0.0010046868500013452 -0.0012168976494241202 0.0046314400742376947 -0.0027282321373356079 0.00033462146181661496 -0.0055044444952441658 -0.0061644704397841553 0.00044432405988762547 0.0011713534274125097 0.0027968344888206838 0.0072027870099625399 -0.0020823349089670127 0.0010209495203575905 -0.0056852118636293658 -0.0011613673366227049 0.0057844502936565964 -0.003195997023892146 0.00013528263415671794 -0.0049968934030189252 0.00097332965849571433 -0.0019051643694647194 0.0003965769441790379 leaf_weight=78156 971724 43325 21322 3126 10450 22975 1582 152 5375 18050 5567 4109 5474 1383 5921 2812 4227 3006 1571 2377 2686 2252 29052 1196 9298 20500 2008 30082 7825 7679 leaf_count=78156 971724 43325 21322 3126 10450 22975 1582 152 5375 18050 5567 4109 5474 1383 5921 2812 4227 3006 1571 2377 2686 2252 29052 1196 9298 20500 2008 30082 7825 7679 internal_value=-1.56314e-06 6.98932e-05 -0.00036536 -0.000860001 -0.00109325 -0.00135243 -0.00175268 0.000167224 -0.0015298 0.000166558 0.00044952 0.000827271 0.00250113 -0.0037973 -0.00507231 -0.00151686 -0.00134301 -0.00010289 -0.000731942 0.00137295 0.00330229 -0.000857214 -0.00169839 0.000496733 -0.00297137 -0.000342843 -0.00140933 0.0011573 -0.000826137 0.00137435 internal_weight=1.32526e+06 1.20716e+06 220611 114311 103506 93056 70081 986549 14825 106300 88250 66928 11041 11698 7503 4195 58383 15058 118102 6634 4257 111468 33312 55887 9450 24609 31060 31278 12052 10805 internal_count=1325262 1207160 220611 114311 103506 93056 70081 986549 14825 106300 88250 66928 11041 11698 7503 4195 58383 15058 118102 6634 4257 111468 33312 55887 9450 24609 31060 31278 12052 10805 cat_boundaries=0 1 2 cat_threshold=2272 6288 is_linear=0 shrinkage=0.05 Tree=102 num_leaves=31 num_cat=3 split_feature=103 31 69 124 8 121 84 15 136 15 136 29 132 76 56 16 15 92 94 76 108 23 39 4 85 30 136 32 37 37 split_gain=25.2576 18.6252 25.5791 34.6063 25.975 25.0515 21.9835 20.4389 22.4269 15.997 20.8204 15.7066 31.7809 20.8242 15.6405 14.609 17.7927 14.2195 21.0174 15.3541 15.416 14.1596 12.9734 13.5353 13.7034 12.1497 11.8181 13.5372 11.8164 11.7997 threshold=0.12664251774549487 1020.4500122070314 299.27832031250006 -0.07845610752701758 14.34999990463257 -0.46173103153705591 0.79077085852622997 1.544999957084656 0 1.9650000333786013 1 1010.7500000000001 1016.3500061035157 14.305000305175783 256.09570312500006 13.344999790191652 3.1950000524520878 -0.30537502467632288 -0.94477844238281239 15.494999885559084 0.034052794799208648 5.6849999427795419 12.750000000000002 6.1499998569488534 0.89659592509269725 1022.3500061035157 2 10.34999990463257 15.949999809265138 16.94999980926514 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 1 2 2 2 left_child=17 2 -2 15 5 7 -3 8 -5 10 -8 12 28 -13 25 16 -4 19 -19 20 29 -15 -9 -24 -25 -12 27 -20 -7 -1 right_child=1 6 3 4 -6 11 9 22 -10 -11 14 13 -14 21 -16 -17 -18 18 26 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0012027628128264095 0.00013187958182964802 0.00019406681009269316 -0.0024407105637558831 0.0036472360501044565 0.0017583237336398069 -0.0020204934903064842 0.00039625858681407333 -0.0023704234022878623 -0.0009533022034919549 0.00072179473553541284 0.0041719445892542499 -0.00028661586798968939 0.0018474964276710437 0.0047218855271832349 0.0027039794016977467 0.0002911453572602911 -0.0085300239517165158 -0.0046304397959830651 0.00037637646449710071 0.0015990781377350893 -0.00084039317698542115 0.0012489776612516776 -0.0020906747592407487 0.00043679435874515972 -0.0023736364862201841 0.010554720946159869 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111470 99637 24223 63504 39968 25169 3094 100670 34126 11808 42322 internal_count=1325262 1109448 909272 183216 157984 143434 200176 74513 11009 58658 21300 68921 18047 50874 13417 25232 20608 215814 104344 111470 99637 24223 63504 39968 25169 3094 100670 34126 11808 42322 cat_boundaries=0 1 2 3 cat_threshold=1300 6368 176 is_linear=0 shrinkage=0.05 Tree=103 num_leaves=31 num_cat=2 split_feature=55 52 56 12 14 54 56 60 76 52 93 132 16 24 93 124 21 12 65 57 53 31 74 136 92 95 136 92 54 55 split_gain=22.3193 28.9248 22.4655 22.2215 25.9869 21.2823 17.1578 46.5434 23.539 21.5149 16.1358 15.1517 15.5422 27.6938 42.0218 19.8367 17.1428 14.528 20.0805 15.4747 14.398 14.1761 14.0921 13.7171 13.6387 13.3319 13.1642 12.4472 12.2496 11.8882 threshold=3.1350001096725468 4.1349999904632577 210.45575714111331 2.0449999570846562 2.1049998998641972 3.8649998903274541 258.06268310546881 0.34734831750392919 28.085000038146976 1.6549999713897707 0.15732832252979281 1019.1499938964845 13.344999790191652 264.50000000000006 -0.35634955763816828 0.6755644977092744 7.9549999237060556 2.6450001001358037 31.535000801086429 264.73799133300787 0.46500000357627874 1001.9500122070314 0.8766080141067506 0 -0.30537502467632288 -0.73131835460662831 1 -0.033637089654803269 1.8750000000000002 21.875000000000004 decision_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 1 2 2 2 left_child=1 6 -3 11 -5 23 8 10 22 25 20 12 15 27 -15 16 -2 18 19 -6 -8 -19 -1 -4 -16 -9 29 -14 -11 -23 right_child=3 2 5 4 17 -7 7 9 -10 28 -12 -13 13 14 24 -17 -18 21 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00014313581969712058 -0.001105640671199476 -0.0015936880094372008 0.00096418217924882201 0.0014790944768323345 -0.0017211239850499441 0.00091190576039499563 0.0015588657312337389 -0.0035831593251602397 0.0027161983978364348 0.0032247097644407911 -0.0036344266339327067 0.0033804781259405454 -0.00073116900489855492 0.0063002457369071563 0.0050232222417231128 -0.00024578619645814029 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0.000288341 -0.000547133 0.000353392 -0.000986194 0.00165662 0.000956135 internal_weight=1.32526e+06 898173 32785 427089 220757 28065 865388 75413 789975 45603 29810 206332 204051 91087 39025 112964 71095 192963 72154 62046 18257 120809 781114 12374 35862 26654 109473 52062 18949 49560 internal_count=1325262 898173 32785 427089 220757 28065 865388 75413 789975 45603 29810 206332 204051 91087 39025 112964 71095 192963 72154 62046 18257 120809 781114 12374 35862 26654 109473 52062 18949 49560 cat_boundaries=0 1 2 cat_threshold=2208 1329 is_linear=0 shrinkage=0.05 Tree=104 num_leaves=31 num_cat=3 split_feature=103 55 52 56 52 66 54 74 12 133 130 54 108 69 109 136 59 116 32 64 133 69 136 95 76 86 76 124 136 64 split_gain=22.5497 17.4682 28.4868 25.6753 21.6268 22.7183 22.0616 18.7716 18.7055 17.6649 20.9898 16.332 14.7583 16.328 14.1938 16.2158 14.1337 14.7873 13.7695 18.0179 12.3831 12.2683 12.4188 12.0552 11.4172 11.3753 16.9565 16.3752 17.1945 16.1478 threshold=-0.15747343003749845 5.7449998855590829 5.4849998950958261 213.54021453857425 12.914999961853029 27.214999198913578 13.555000305175783 0.89217114448547374 1.985000014305115 1017.7500000000001 292.50000000000006 5.6150000095367441 0.7700575888156892 311.48840332031256 -0.036776660010218613 0 218.32917022705081 -0.59480014443397511 15.449999809265138 2.3249999284744267 1019.9500122070314 302.19625854492193 1 0.68534651398658764 49.98500061035157 0.8671175241470338 13.605000019073488 0.94828754663467418 2 1.0850000381469729 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=-1 2 7 -4 5 8 -6 9 20 10 14 -5 13 -7 15 -2 24 -18 19 -11 21 22 -3 -8 -10 26 -16 28 -28 -27 right_child=1 4 3 11 6 12 23 -9 16 18 -12 -13 -14 -15 25 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31 leaf_value=-0.00066073138457793472 0.0039240578019787238 -0.0018814911401416395 -0.0013538892334023671 0.0030407132191292248 0.0016874324144373514 -0.0021104094643088303 -0.00027383476877993455 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-0.000479471 0.000130894 0.000118896 0.00188526 -0.00231199 -0.00296759 0.00014167 0.00124919 0.000496186 0.000915153 0.00436448 0.00538176 -0.000962841 -0.00103925 -0.000652643 -0.000119753 -0.00207106 0.000104397 0.000163343 0.00139848 0.000802742 -0.000475741 internal_weight=1.32526e+06 1.20716e+06 927335 46255 279825 119550 160275 881080 99159 869411 866954 38999 20391 16477 859588 27987 32851 28242 2457 2288 66308 65489 49645 141091 4609 831601 754898 26801 21748 76703 internal_count=1325262 1207160 927335 46255 279825 119550 160275 881080 99159 869411 866954 38999 20391 16477 859588 27987 32851 28242 2457 2288 66308 65489 49645 141091 4609 831601 754898 26801 21748 76703 cat_boundaries=0 1 2 3 cat_threshold=1606 210 1024 is_linear=0 shrinkage=0.05 Tree=105 num_leaves=31 num_cat=2 split_feature=91 55 52 87 76 39 7 56 54 99 54 11 33 124 87 52 108 66 12 30 93 136 30 136 4 108 122 135 53 12 split_gain=22.9723 19.3407 29.568 25.9577 38.7741 29.4873 26.4934 24.5388 23.0648 22.8423 21.3077 40.7296 24.8578 17.4579 21.9832 16.7201 20.084 18.034 18.7057 15.4446 16.1083 14.2696 14.2394 13.7615 13.2008 14.8093 12.9615 12.9307 12.651 12.6092 threshold=1.0000000180025095e-35 8.9049997329711932 6.5650000572204599 0.84282228350639354 9.8150000572204608 12.550000190734865 12.650000095367433 206.72344207763675 6.2249999046325692 -0.34136015176773066 1.4750000238418581 6.3500001430511483 14.050000190734865 1.0000000180025095e-35 0.78544223308563244 22.765000343322757 -0.74641335010528553 30.045000076293949 2.0449999570846562 1020.9500122070314 -0.32861505448818201 0 1010.7500000000001 1 0.25000000745058065 0.43220938742160803 -0.19936034083366391 1017.5499877929689 0.10500000044703485 3.2050000429153447 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 1 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 19 -4 23 13 11 12 -7 -6 -15 16 -3 18 -18 20 -5 -13 27 -9 -22 -26 -16 -12 -8 -27 right_child=-2 15 7 5 9 10 28 8 -10 -11 22 21 -14 14 26 -17 17 -19 -20 -21 24 -23 -24 -25 25 29 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5428 13204 112071 59505 23575 37449 5303 729 18693 60431 15828 3811 15403 2708 647 4712 1612 internal_value=-4.51927e-07 3.73496e-05 0.000130514 5.78022e-05 0.000177396 -0.00050123 -0.00145393 0.00110516 0.00146625 0.00170135 -4.88755e-05 0.000817934 -0.000681903 0.0021569 0.00304367 -0.000367055 -0.00075698 -0.000598876 -0.000297289 -0.00181657 -0.00212156 0.00236085 -0.000578722 0.00285663 -0.00310139 -0.00333289 0.00210637 -0.00218707 0.00186262 -0.0039639 internal_weight=1.32568e+06 1.28335e+06 1.04306e+06 970643 799587 171056 55071 72413 62755 39668 115985 44001 22312 34670 21340 240294 128223 120529 96954 49643 44340 21689 71984 20218 21555 20826 15912 11553 5428 17015 internal_count=1325681 1283350 1043056 970643 799587 171056 55071 72413 62755 39668 115985 44001 22312 34670 21340 240294 128223 120529 96954 49643 44340 21689 71984 20218 21555 20826 15912 11553 5428 17015 cat_boundaries=0 1 2 cat_threshold=96 2208 is_linear=0 shrinkage=0.05 Tree=106 num_leaves=31 num_cat=3 split_feature=91 55 52 87 39 7 92 54 77 54 11 33 79 12 125 64 0 92 29 120 20 52 93 136 8 87 136 125 136 122 split_gain=20.7326 17.4813 23.1026 27.2799 27.9298 24.7248 23.1448 21.0599 21.0416 19.9541 34.8785 21.4933 18.574 17.5767 15.7108 15.5705 15.101 17.0613 14.2343 14.0187 15.9005 13.7392 13.6381 12.9846 12.9975 11.9487 11.6491 11.3787 11.126 13.1318 threshold=1.0000000180025095e-35 12.00500011444092 6.9649999141693124 0.84536400437355053 12.550000190734865 12.550000190734865 -0.90125983953475941 7.8450000286102304 12.894999980926515 1.4750000238418581 6.3500001430511483 13.949999809265138 1.0049999952316286 1.8049999475479128 0.88697704672813427 0.39499999582767492 177.50000000000003 -0.25851632654666895 1020.8500061035157 0.13052122294902804 6.3550000190734872 0.11499999836087228 -0.32861505448818201 0 11.949999809265138 0.7865591049194337 1 0.97988739609718334 2 -0.33379416167736048 decision_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 1 2 1 2 left_child=1 2 3 8 5 15 -4 -8 -1 10 11 -6 -10 -3 23 -5 -14 -18 22 -15 -21 -12 27 24 -11 -19 -27 -17 -24 -30 right_child=-2 13 6 4 9 -7 7 -9 12 14 21 -13 16 19 -16 18 17 25 -20 20 -22 -23 28 -25 -26 26 -28 -29 29 -31 leaf_value=0.00011503005387524389 -0.0010891574865465907 -0.0015309458395283133 -0.0013360104208721155 -0.0058931862697552944 0.0014457191713445298 0.0016209011414000684 0.0021732034358614388 0.00052716427856916567 -0.0020200415753507178 1.7852702373668871e-05 0.0047694598015846704 -0.0018258561531161858 0.00025374512722104126 3.4838584803573718e-05 0.001407037065986436 -0.001291728711374787 0.0048580709880840962 0.004361648823031747 0.00081685165515017494 -0.0061248921548364508 -0.00085557104953759848 0.0015780357600369732 -0.00084724457265957529 -0.0012287001149425961 0.0055299119173181626 -0.0014901769772364874 0.0022359172069909656 0.0041572239160960816 -0.0047652639701233216 -0.0018397265050164554 leaf_weight=786225 42331 29063 10570 2226 7875 5884 31222 51459 3411 13991 4201 13849 9214 134379 8765 20525 6224 2938 5344 1493 34847 17097 5317 50846 1158 3616 4970 1005 8888 6748 leaf_count=786225 42331 29063 10570 2226 7875 5884 31222 51459 3411 13991 4201 13849 9214 134379 8765 20525 6224 2938 5344 1493 34847 17097 5317 50846 1158 3616 4970 1005 8888 6748 internal_value=-4.27089e-07 3.54844e-05 0.000114723 4.38772e-05 -0.000525086 -0.00144505 0.000867095 0.00114874 0.000164916 -8.81777e-05 0.000769721 -0.000639903 0.00145624 -0.000394284 -0.000581871 -0.00180547 0.00189603 0.00274863 -0.00161521 -0.00020078 -0.00107206 0.00220754 -0.00192115 -0.000846024 0.000438909 0.00160934 0.000667539 -0.00103738 -0.00282926 -0.00350046 internal_weight=1.32568e+06 1.28335e+06 1.08357e+06 990317 173719 55937 93251 82681 816598 117782 43022 21724 30373 199782 74760 50053 26962 17748 47827 170719 36340 21298 42483 65995 15149 11524 8586 21530 20953 15636 internal_count=1325681 1283350 1083568 990317 173719 55937 93251 82681 816598 117782 43022 21724 30373 199782 74760 50053 26962 17748 47827 170719 36340 21298 42483 65995 15149 11524 8586 21530 20953 15636 cat_boundaries=0 1 2 3 cat_threshold=3200 4320 6145 is_linear=0 shrinkage=0.05 Tree=107 num_leaves=31 num_cat=0 split_feature=125 82 8 30 39 32 84 67 54 8 60 92 7 92 28 55 64 30 134 88 39 12 134 54 60 111 15 67 21 3 split_gain=19.8105 27.6147 32.0887 33.627 31.3294 23.7258 22.2188 18.7896 23.8404 15.8174 15.4227 24.7849 14.7982 13.8871 13.225 12.8889 12.0516 12.0194 12.9984 13.8264 12.814 12.3203 11.9716 23.9175 11.8075 11.5398 11.0682 10.9347 10.8732 10.7561 threshold=0.93038213253021251 288.97767639160162 16.050000190734867 1020.4500122070314 12.449999809265138 12.250000000000002 0.79267975687980663 1.2749999761581423 1.3750000000000002 5.8500001430511483 0.41890108585357672 -0.38306720554828638 1.0000000180025095e-35 -0.3316215425729751 1016.6499938964845 1.2749999761581423 0.95499998331069957 1013.9500122070314 1018.7500000000001 -0.9205946922302245 15.84999990463257 2.3950001001358037 1014.5499877929689 0.50499999523162853 0.41890108585357672 0.025218760594725612 1.2050000429153445 37.045000076293952 4.9049999713897714 338.50000000000006 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 -1 3 4 10 22 -2 -7 14 -8 11 -3 -13 24 -9 -5 28 18 19 27 21 -19 -6 -24 -11 -26 -18 -10 -15 -4 right_child=6 2 29 15 5 7 9 8 17 13 -12 12 -14 16 -16 -17 26 20 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=9.5326798098335454e-05 8.5139495120212867e-05 -0.0010061521321199057 0.003039387982740123 0.0031070090267714336 0.00063699914023282412 -0.002072715236417277 0.00033717473304877834 0.00068957533169326313 -0.0022845035846496184 0.0057186826137119919 -0.00094846293261485336 0.0036703690551234841 -0.0039279739569863343 0.0053435850162763974 0.0043509971190127871 0.00041621127279527952 0.0074875928812879041 -0.0010216232164002431 0.0017656859174648072 -0.00089259800599804796 0.00066643780851635063 0.00065749764157430513 0.027795645650118019 0.0032700992920710777 0.018171357180170239 0.00023272411342337238 0.0015505083552187879 -0.0078855859876112138 -0.0075934008375979677 -0.0019883014935346997 leaf_weight=796161 100603 18140 8499 4908 27177 19197 23287 15812 13823 4127 51045 666 16923 218 2922 47726 811 48015 3668 49239 26913 14142 104 2251 94 1938 24489 930 637 1216 leaf_count=796161 100603 18140 8499 4908 27177 19197 23287 15812 13823 4127 51045 666 16923 218 2922 47726 811 48015 3668 49239 26913 14142 104 2251 94 1938 24489 930 637 1216 internal_value=-4.06235e-07 -7.10458e-05 -0.000425864 -0.000501638 -0.000699461 -0.000387232 0.000528462 -0.000587576 -0.000425092 0.0013306 -0.00150615 -0.0023029 -0.00364027 0.00204651 0.00126066 0.000667122 0.00154352 -0.00062659 -0.00112897 -0.0012949 -0.000244965 -0.000639589 0.000933342 0.00435318 0.00418252 0.00106256 0.00174082 -0.00263758 -0.00429485 0.00241009 internal_weight=1.32568e+06 1.16948e+06 373316 363601 310967 224193 156204 194661 175464 55601 86774 35729 17589 32314 18734 52634 26155 156730 67660 63992 89070 62157 29532 2355 6159 2032 25300 14753 855 9715 internal_count=1325681 1169477 373316 363601 310967 224193 156204 194661 175464 55601 86774 35729 17589 32314 18734 52634 26155 156730 67660 63992 89070 62157 29532 2355 6159 2032 25300 14753 855 9715 is_linear=0 shrinkage=0.05 Tree=108 num_leaves=31 num_cat=3 split_feature=91 55 67 81 87 4 39 8 124 136 126 64 126 7 127 95 136 23 136 122 79 92 76 16 116 93 34 89 120 4 split_gain=18.3109 16.4442 15.3385 33.887 32.9365 39.4368 22.5702 19.9504 19.8399 28.7648 26.9015 18.4202 17.3331 17.145 17.082 14.7547 13.7204 13.4291 12.9925 12.6917 12.6702 12.4051 11.5068 15.0635 13.0906 19.203 12.6287 11.3918 11.3172 11.6199 threshold=1.0000000180025095e-35 8.1649999618530291 2.7050000429153447 271.40663146972662 0.84218230843544017 4.6499998569488534 12.650000095367433 15.750000000000002 1.0000000180025095e-35 0 -0.49240480363368982 1.0850000381469729 0.83385404944419872 9.8499999046325701 -0.33379416167736048 0.47547040879726415 1 5.1349999904632577 2 -0.38266885280609125 2.304999947547913 -0.74928808212280262 13.305000305175783 13.344999790191652 -0.38266885280609125 -0.27986806631088251 9.9499998092651385 -0.37575823068618769 0.36648726463317877 7.5499999523162851 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 22 7 18 16 10 -10 13 27 21 -11 -3 20 -13 -6 -16 -7 -5 23 26 -25 -26 -4 -8 -17 -30 right_child=-2 15 4 11 6 8 12 -9 9 14 -12 17 -14 -15 19 28 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=0.00013983989958601308 -0.0010235584563429185 -0.00058097326085638828 0.0022859328561957897 -0.00091690160185244052 -0.0025008877836239073 -0.0035171052734655319 0.00043563746226905615 0.0026724708150907047 0.022289476471392615 0.0055911336999986431 0.0046494779912774307 0.0010894742164069993 0.0019029272777043704 0.0014803813711065956 0.00071444961475703502 0.00047436510115485373 -0.00035902467444000536 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6.68396e-05 0.000249066 -0.00138183 internal_weight=1.32568e+06 1.28335e+06 1.03063e+06 782663 247965 117736 130229 49283 53587 35046 10033 100693 80946 32602 25013 252722 18541 68091 45712 22277 7393 29091 64149 59032 14153 7947 44879 64919 77000 9346 internal_count=1325681 1283350 1030628 782663 247965 117736 130229 49283 53587 35046 10033 100693 80946 32602 25013 252722 18541 68091 45712 22277 7393 29091 64149 59032 14153 7947 44879 64919 77000 9346 cat_boundaries=0 1 2 3 cat_threshold=1296 3654 2400 is_linear=0 shrinkage=0.05 Tree=109 num_leaves=31 num_cat=1 split_feature=125 81 136 53 30 84 52 67 75 55 15 12 12 64 133 8 94 79 37 61 7 64 92 8 118 18 64 39 132 30 split_gain=17.4978 25.7469 32.6133 33.5803 31.1099 20.0448 18.6031 15.9557 15.5306 15.8823 15.3077 22.8997 19.5404 15.0433 16.9342 13.8143 13.5759 13.0255 13.0095 12.9799 12.7515 17.3485 14.2201 12.4838 12.0412 11.9532 11.918 11.7014 11.2695 20.1389 threshold=0.93038213253021251 290.49603271484381 0 1.0850000381469729 1016.2500000000001 0.79267975687980663 5.3250000476837167 23.23499965667725 0.57062605023384105 1.9550000429153445 1.544999957084656 2.1350001096725468 2.7250000238418584 3.435000061988831 1017.1499938964845 5.8500001430511483 0.94278177618980419 7.8750000000000009 9.5500001907348651 0.48579782247543341 9.2500000000000018 1.485000014305115 -0.28208675980567927 15.050000190734865 0.96359375119209301 6.9049999713897714 17.775000572204593 11.949999809265138 1016.5499877929689 1009.6499938964845 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 3 23 10 -2 7 13 -6 -10 11 -5 16 -4 -15 -7 28 19 -11 -17 21 24 -22 26 -19 -25 -3 -23 29 -12 right_child=5 2 6 4 8 15 -8 -9 9 18 12 -13 -14 14 -16 17 -18 20 -20 -21 22 27 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=9.0669794781393173e-05 7.5595839929177463e-05 0.0015218750809438313 -0.001908779630938811 -3.7247779605516778e-05 -0.00082737563018539073 0.00033016517282031686 -0.00027639330570249825 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11.6447 11.313 11.1397 10.9503 15.1458 13.0066 15.9171 11.8098 12.5765 11.0211 10.2815 10.1004 threshold=0.90255093574523937 288.97767639160162 0 1016.9500122070314 1.3049999475479128 1.6950000524520876 13.344999790191652 -0.70559826493263234 5.5499999523162851 -0.3316215425729751 0.89499998092651378 -0.36648726463317866 12.949999809265138 1027.4500122070315 1016.8500061035157 13.344999790191652 1.485000014305115 -0.07845610752701758 13.750000000000002 8.2500000000000018 8.6500000953674334 3.4550000429153447 0.92566150426864635 1.5549999475479128 1.685000002384186 0.3077812939882279 2.1149998903274541 113.86207199096681 1.0649999976158144 -0.94369158148765553 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 3 4 18 -5 7 12 -2 10 -10 15 13 14 19 -6 -11 -18 -3 -4 -21 22 23 24 -13 28 -27 -25 -24 -23 right_child=8 2 6 5 11 -7 -8 -9 9 16 -12 21 -14 -15 -16 -17 17 -19 -20 20 -22 29 25 27 -26 26 -28 -29 -30 -31 leaf_value=8.6435186598533712e-05 1.5785482937604033e-05 0.0010774510075779434 0.0014155056348593925 0.003658353478412936 -0.0035994817174641227 0.00055510028019945478 -6.5065072417955221e-06 -0.0027470177519269886 0.0079529477413479033 6.5338984270176041e-05 0.0020510131409522949 -0.00018651048110001597 0.0021891250773884595 0.0043331361606060636 0.0018565365246028722 0.00037245055120959725 0.00084542023860590407 0.0032420659934301026 0.0092933124729939788 -0.0060850080726102896 -0.0014563466821567097 0.028501104266273187 -0.023833912848899869 -0.0074002870943013768 0.0029036235402153661 -0.005331486403119836 0.0019081556895149073 -0.00086946940345189721 -0.0064731335923058136 0.0011873729604673876 leaf_weight=770011 108633 15059 3391 6007 7549 65254 37552 16760 2045 46465 6600 27964 3073 1086 3326 2936 28256 7376 444 1322 77661 34 92 652 4897 1217 1183 70179 1168 7515 leaf_count=770011 108633 15059 3391 6007 7549 65254 37552 16760 2045 46465 6600 27964 3073 1086 3326 2936 28256 7376 444 1322 77661 34 92 652 4897 1217 1183 70179 1168 7515 internal_value=-3.4508e-06 -7.71777e-05 -0.000430746 -3.98824e-05 -0.000473136 0.000816691 -0.00100583 -0.0013579 0.000413055 0.000888653 0.00344713 -0.000693947 -0.00109881 -0.00121523 -0.00128554 -0.00248726 0.000619239 0.00134154 0.00131275 -0.00141241 -0.00153382 -0.000530302 -0.00065974 -0.000548162 0.000273986 -0.00382088 -0.00176295 -0.000929586 -0.00774075 0.00131039 internal_weight=1.32571e+06 1.12633e+06 356321 212150 140889 71261 144171 106619 199375 90742 8645 125386 89859 86786 85700 10485 82097 35632 15503 82374 78983 114901 107352 103692 32861 3660 2400 70831 1260 7549 internal_count=1325707 1126332 356321 212150 140889 71261 144171 106619 199375 90742 8645 125386 89859 86786 85700 10485 82097 35632 15503 82374 78983 114901 107352 103692 32861 3660 2400 70831 1260 7549 cat_boundaries=0 1 cat_threshold=7427 is_linear=0 shrinkage=0.05 Tree=111 num_leaves=31 num_cat=4 split_feature=55 52 56 56 60 76 28 99 32 38 4 52 0 127 136 54 17 5 122 71 76 93 136 79 136 74 67 136 32 52 split_gain=15.2446 18.6276 29.4279 22.3681 40.6581 22.6054 21.4239 19.3629 18.0618 26.0862 20.5729 16.9871 15.9026 30.912 16.8077 15.6162 14.6175 14.4405 14.3148 14.0571 14.0482 13.4456 13.1152 18.7398 12.9764 12.9616 12.9105 12.0478 11.6674 10.8949 threshold=2.9850000143051152 3.3449999094009404 215.85308074951175 258.06268310546881 0.33916355669498449 15.97499990463257 1015.4500122070314 -0.62811392545700062 10.650000095367433 12.150000095367433 5.0499999523162851 0.59499999880790722 166.50000000000003 0.18222858756780627 0 2.6350001096725468 13.344999790191652 0.15000000223517421 -0.41467745602130884 267.18276977539068 32.284999847412116 -0.049799980595707886 1 7.7249999046325692 2 0.78629565238952648 6.7049999237060556 3 15.150000095367433 0.15500000119209292 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 1 2 2 1 2 2 left_child=1 3 -3 5 6 25 -5 15 24 16 20 27 -12 14 -14 -4 -10 21 22 -6 -11 -13 23 -15 -2 -1 -24 -7 -19 -8 right_child=8 2 7 4 19 11 29 -9 9 10 12 17 13 18 -16 -17 -18 28 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00012226271593942495 0.00012036065934576538 -0.0013808709161885514 0.0043483297394998205 -0.0036546205617523698 -0.0015502884539465832 0.0077690622247719512 0.005080436845150472 -0.00024229127119440144 -0.0018925286288346468 -0.00062644477882453447 -0.00076078029699075921 0.010980831395924234 0.0060910000712714072 0.002626693694784926 0.0017950496030555202 0.0016687845036984059 -0.00028695508336352234 0.00011609401174403343 0.0016019723349161817 0.00064650978253960514 0.0037310774844164052 -0.00031482829222493464 -0.0016614720372991278 -9.4287350924756675e-05 0.0017403894529685483 -0.0011878448993699053 3.8044446114682864e-05 0.0026080268674156153 0.0044597716095670639 -0.0011772808461992168 leaf_weight=730741 54850 9186 7905 14271 9354 1412 741 8587 39923 161844 30482 650 2695 8935 14641 17419 21981 17690 14598 32876 1871 443 18437 21686 15949 19380 28369 5756 1694 11341 leaf_count=730741 54850 9186 7905 14271 9354 1412 741 8587 39923 161844 30482 650 2695 8935 14641 17419 21981 17690 14598 32876 1871 443 18437 21686 15949 19380 28369 5756 1694 11341 internal_value=-3.27826e-06 0.000115468 0.00112947 6.38333e-05 -0.000801784 0.000140163 -0.00234288 0.00180949 -0.000245376 -0.000386979 -0.000196216 0.0015443 0.000249154 0.000530651 0.00246743 0.00250522 -0.00132242 0.000810989 0.000165793 0.000159916 -0.000576645 0.00640263 -0.000104983 0.000699448 0.00048557 8.8415e-05 -0.000631264 0.00363916 0.000495695 -0.000793489 internal_weight=1.32571e+06 889446 43097 846349 68583 777766 26353 33911 436261 365462 303558 27645 139843 109361 17336 25324 61904 20477 92025 42230 163715 1093 77427 30621 70799 750121 46806 7168 19384 12082 internal_count=1325707 889446 43097 846349 68583 777766 26353 33911 436261 365462 303558 27645 139843 109361 17336 25324 61904 20477 92025 42230 163715 1093 77427 30621 70799 750121 46806 7168 19384 12082 cat_boundaries=0 1 2 3 4 cat_threshold=1280 1300 710 5382 is_linear=0 shrinkage=0.05 Tree=112 num_leaves=31 num_cat=2 split_feature=125 81 136 30 53 16 84 116 59 8 4 12 15 12 56 39 30 54 56 87 53 16 65 58 103 93 136 31 76 104 split_gain=14.6173 22.7035 26.2261 27.0584 19.0118 17.4174 17.0568 16.8343 24.2302 15.7254 15.022 14.9532 22.7613 22.1766 15.5115 14.4065 13.9127 13.4396 12.9702 13.2961 15.0405 12.674 13.6337 12.362 12.038 13.0791 29.8077 16.3705 14.8812 12.8831 threshold=0.93663650751113903 289.29226684570318 0 1016.9500122070314 0.2650000005960465 13.344999790191652 0.78654655814170849 -0.18222858756780622 240.40136718750003 7.0499999523162851 12.84999990463257 2.804999947547913 1.6649999618530276 2.0449999570846562 136.6750183105469 9.2500000000000018 1027.549987792969 2.9650000333786015 249.28326416015628 0.87552624940872203 0.80500000715255748 6.9049999713897714 3.4550000429153447 74.078388214111342 -0.9052617847919463 -0.56479567289352406 1 1017.0499877929689 11.135000228881838 0.075905535370111479 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 1 2 2 2 left_child=1 24 3 4 -3 10 -2 -7 -9 -8 16 12 13 14 -6 -12 -4 -5 19 20 -11 22 -14 -23 -1 26 -26 28 -28 -30 right_child=6 2 5 17 11 7 9 8 -10 18 15 -13 21 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.0014993041252155425 5.917057565817257e-05 0.0047535580909916011 -0.00126591527619034 0.0023631480330195461 -0.0052147758083100548 -0.0011613657081553769 0.00037570287227271554 0.0052555157174844916 0.0003058360441810253 0.010237463153954823 -0.0028152718117607743 0.00085836430330361998 -0.00092315587792935231 0.0049882259533245675 6.7329142162597197e-05 0.0028061760001730652 0.0033967097095125086 0.00051734615133163344 0.001476851588605878 0.0006998876312896738 0.0036290222224260554 -0.0055567629865715838 0.0043340945592898394 -0.0014074306982600347 -5.4511327521265744e-05 5.70010046754936e-05 0.00093288535088186387 0.0049394830291796601 0.0075870504029073253 -0.00070877369578988035 leaf_weight=11771 93089 1772 128927 12261 1436 18349 28436 2734 25854 1302 1535 18337 3349 2247 43281 4426 1620 50399 19313 1841 2542 1857 1952 53798 33138 739987 13044 4783 1678 649 leaf_count=11771 93089 1772 128927 12261 1436 18349 28436 2734 25854 1302 1535 18337 3349 2247 43281 4426 1620 50399 19313 1841 2542 1857 1952 53798 33138 739987 13044 4783 1678 649 internal_value=-3.10676e-06 -6.16319e-05 -0.00038346 2.71541e-05 -0.000389521 -0.000810245 0.00046789 2.05758e-05 0.000779196 0.00117993 -0.00109597 -0.000461704 -0.000686 0.000141261 -0.000102295 0.00135861 -0.00120806 0.000878524 0.00209477 0.00419396 0.00586737 -0.00132337 0.00101273 -0.00154588 8.79323e-05 0.000111484 0.000868015 0.00238371 0.00158998 0.00527335 internal_weight=1.32571e+06 1.17918e+06 374134 190689 128029 183445 146523 46937 28588 53434 136508 126257 107920 46964 44717 5961 130547 62660 24998 5685 3844 60956 5301 55655 805050 793279 53292 20154 15371 2327 internal_count=1325707 1179184 374134 190689 128029 183445 146523 46937 28588 53434 136508 126257 107920 46964 44717 5961 130547 62660 24998 5685 3844 60956 5301 55655 805050 793279 53292 20154 15371 2327 cat_boundaries=0 1 2 cat_threshold=7425 4336 is_linear=0 shrinkage=0.05 Tree=113 num_leaves=31 num_cat=0 split_feature=55 52 92 54 52 98 61 57 76 92 60 52 53 12 134 130 88 92 97 93 69 115 66 52 106 55 73 55 134 11 split_gain=14.1794 23.1686 23.3802 18.22 20.7591 20.0836 16.8459 16.6878 20.1196 19.5253 23.2223 16.9232 16.6179 16.069 15.8616 15.8965 15.8241 13.9424 13.8875 13.6278 13.216 12.8271 12.8016 16.0503 13.4039 12.7322 12.0725 12.0675 10.9397 10.8289 threshold=6.2650001049041757 5.6549999713897714 -0.82903259992599476 2.6350001096725468 2.304999947547913 -0.70563271641731251 0.59950417280197155 251.00721740722659 14.444999694824221 -0.21263441443443296 0.34333848953247076 0.39499999582767492 5.1150000095367441 2.0449999570846562 1018.0499877929689 304.50000000000006 -0.6108589470386504 -0.38306720554828638 -0.64178600907325734 0.82757133245468151 300.13684082031256 -0.59480014443397511 27.214999198913578 17.265000343322757 -0.70930960774421681 1.8750000000000002 0.80785691738128673 21.875000000000004 1020.0499877929689 14.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 7 16 -4 8 12 29 11 -11 26 20 15 18 25 21 19 -5 -2 -10 -15 24 -24 -6 -1 -25 -22 -9 right_child=13 2 6 14 5 -7 -8 9 17 10 -12 -13 -14 22 -16 -17 -18 -19 -20 -21 28 -23 23 27 -26 -27 -28 -29 -30 -31 leaf_value=9.4281100109764676e-05 -0.00046990572649309269 -0.001086026699107568 0.0022599368832724866 -0.00018806603934989395 0.0042174721002063162 -0.00066357265779438826 0.00038948973454336154 0.00014864458840794045 0.0017886174851219688 -0.00081973350846768127 -0.00036565756632452701 -0.0039671025933255893 -0.01740845442913911 0.00036466332579788172 0.0058056258221549648 -0.0038728319101225157 0.00032881468526321111 0.00029308158185209759 -0.0017987190729806066 -0.0051221106577426876 -0.0018654975313795816 0.005534210540915057 -0.0023158930406148508 0.0014955575006206159 0.00020638088198277044 0.0016401154329232772 -0.0017411277713095296 -0.0003521964333144975 0.0057496402820349131 0.0047840949896705851 leaf_weight=708509 84228 10692 29290 88277 8042 10833 20437 24575 10510 7047 24897 10842 136 99657 966 3653 11149 12714 17702 1422 27009 2921 17166 10643 7599 11856 9074 52053 480 1328 leaf_count=708509 84228 10692 29290 88277 8042 10833 20437 24575 10510 7047 24897 10842 136 99657 966 3653 11149 12714 17702 1422 27009 2921 17166 10643 7599 11856 9074 52053 480 1328 internal_value=-2.95144e-06 8.52615e-05 0.00103513 2.5879e-05 0.000104486 0.00119006 0.00149121 4.85346e-05 0.00011739 -0.000697136 -0.00135305 -0.00272726 6.77598e-05 -0.000306073 -0.000573698 -0.000629189 0.00183683 0.00147983 -0.000518864 -0.000266286 -0.000780585 0.00260322 -2.27703e-05 -0.00046423 -0.00154195 0.00268178 7.10719e-05 -3.85298e-05 -0.00173253 0.000386296 internal_weight=1.32571e+06 1.02687e+06 60419 966453 854433 41880 49727 812553 743864 68689 42786 17889 717719 298835 112020 111054 31047 26145 107401 89699 111717 13431 187118 87461 24765 19898 717583 62696 27489 25903 internal_count=1325707 1026872 60419 966453 854433 41880 49727 812553 743864 68689 42786 17889 717719 298835 112020 111054 31047 26145 107401 89699 111717 13431 187118 87461 24765 19898 717583 62696 27489 25903 is_linear=0 shrinkage=0.05 Tree=114 num_leaves=31 num_cat=1 split_feature=124 82 136 54 30 16 96 122 84 53 103 34 15 19 124 16 132 36 93 133 87 4 32 12 64 7 132 30 12 17 split_gain=13.6505 20.2493 27.2116 25.8633 25.635 17.0426 13.8755 13.7027 28.2993 14.2488 16.7935 13.5271 13.989 13.4344 12.8565 11.8475 11.7775 16.5843 12.8314 11.668 11.5059 11.3256 11.4716 10.9662 10.7207 10.6578 10.3596 16.7514 11.1025 11.6305 threshold=0.90255093574523937 288.97767639160162 0 1.3049999475479128 1016.9500122070314 13.344999790191652 -0.7137184441089629 -0.33379416167736048 0.79267975687980663 0.61500000953674328 0.88558077812194835 11.550000190734865 2.7350000143051152 10.405000209808351 -0.36648726463317866 13.344999790191652 1011.7500000000001 15.449999809265138 -0.067718397825956331 1016.8500061035157 0.80499070882797252 12.949999809265138 8.6500000953674334 2.0649999380111699 0.39499999582767492 2.1499999761581425 1019.2500000000001 1011.0499877929689 3.0849999189376835 6.9049999713897714 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 3 13 14 6 19 -2 -9 10 20 12 -12 16 15 -5 18 -18 23 21 -10 22 -4 -3 -13 -22 27 -16 29 -29 right_child=7 2 5 4 -6 -7 -8 8 9 -11 11 24 -14 -15 26 -17 17 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=7.3909477011508418e-05 -2.8208484263394221e-05 0.0019377539299143553 0.0012710394327208009 -0.0033438737762417599 0.00058994056744684803 3.9766181136741969e-06 -0.0025165487361509006 0.00019975465147109491 0.012812854553031484 0.001560416108072094 -0.012837508590439035 -0.01496293961003955 0.0035625756298920119 0.0051189753767363101 -0.0018178570047315834 0.0003993342231158834 0.00038678146652481134 -0.01124876051104666 9.1382863837759421e-05 0.001865710101600706 -0.0028080487719899607 0.0020041159777737234 -0.0013429662110704429 0.0062098767919430281 0.0054767574603374674 0.0061669341676443574 0.0023849112478098538 0.0014642242152629282 0.0014408826780015923 -0.00061891174666275309 leaf_weight=770011 101572 6175 4435 7549 67317 37552 17621 65216 566 27613 329 70 215 2524 21015 2936 1029 436 7298 3460 378 2848 78255 1985 768 2648 3099 7361 8758 74668 leaf_count=770011 101572 6175 4435 7549 67317 37552 17621 65216 566 27613 329 70 215 2524 21015 2936 1029 436 7298 3460 378 2848 78255 1985 768 2648 3099 7361 8758 74668 internal_value=-2.80387e-06 -7.03067e-05 -0.000381958 -2.17353e-05 -0.000197113 -0.000911968 -0.00123466 0.000378541 0.000800965 0.00200416 0.0044676 -0.000216239 -0.00635586 0.0017161 -0.000619666 -0.0022957 0.00120857 -0.00307608 0.00161464 -0.00098085 0.00626968 -0.00109599 -0.00120277 0.00297699 0.00376938 0.0050458 -0.000466723 -0.000545766 -0.000251308 -0.000431978 internal_weight=1.32571e+06 1.12633e+06 356321 212150 192703 144171 106619 199375 97803 32587 4974 1382 544 19447 125386 10485 16923 1465 15458 88998 3592 85538 82690 8160 838 3026 114901 111802 90787 82029 internal_count=1325707 1126332 356321 212150 192703 144171 106619 199375 97803 32587 4974 1382 544 19447 125386 10485 16923 1465 15458 88998 3592 85538 82690 8160 838 3026 114901 111802 90787 82029 cat_boundaries=0 1 cat_threshold=7427 is_linear=0 shrinkage=0.05 Tree=115 num_leaves=31 num_cat=1 split_feature=136 54 76 31 67 53 12 32 16 112 92 68 69 15 60 28 71 22 79 12 105 30 83 53 52 18 35 52 54 116 split_gain=16.2062 20.1248 17.4162 17.5108 16.0899 14.3811 14.5566 14.1873 14.9639 16.7667 16.0395 17.2577 13.5448 18.9168 14.0687 13.3406 13.3087 19.4157 22.7834 19.7612 14.6998 14.6133 13.3221 13.1197 12.828 17.8379 13.7282 11.9232 11.5133 12.0498 threshold=0 0.78499999642372142 28.085000038146976 1003.2500000000001 0.75499999523162853 1.185000002384186 2.9050000905990605 10.550000190734865 13.344999790191652 -0.39873388409614557 -0.46089684963226313 312.87142944335943 318.05641174316412 1.3450000286102297 0.66901531815528881 1024.549987792969 282.92271423339849 7.9649999141693124 9.3550000190734881 1.6050000190734866 -0.65949496626853932 1014.4500122070314 283.77709960937506 5.5650000572204599 2.9650000333786015 11.775000095367433 11.550000190734865 1.3450000286102297 13.815000057220461 -0.26722820103168482 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 -2 12 -4 -3 -5 -7 -6 10 28 23 24 16 -14 15 -15 -1 18 19 20 -18 22 -20 -9 26 -26 -12 -21 29 -10 right_child=1 4 3 5 7 6 -8 8 9 -11 11 -13 13 14 -16 -17 17 -19 21 27 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=2.0422759293924859e-05 0.00010030686362672382 -0.001895229046365598 -0.0022751063196097504 0.0041763965998297924 0.00028132157793256152 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0.00131104 -0.00045987 0.00169345 0.00119148 -0.000372263 -0.000552264 -4.30188e-07 -0.000839053 -0.0012798 0.000114927 -0.00102122 -0.00142487 -0.00199018 0.000160596 0.000538925 0.000913323 0.00171742 0.00100272 0.000291132 -0.00058869 -0.000254146 -0.00105159 -0.000626421 -0.00199298 0.00310925 0.000384796 0.0011041 internal_weight=1.32587e+06 641332 684537 31922 319884 28846 23995 301483 236382 80837 155545 88704 652615 25219 23203 19163 627396 169612 113848 49664 32814 64184 27197 66841 80125 55196 24929 16850 62850 29510 internal_count=1325869 641332 684537 31922 319884 28846 23995 301483 236382 80837 155545 88704 652615 25219 23203 19163 627396 169612 113848 49664 32814 64184 27197 66841 80125 55196 24929 16850 62850 29510 cat_boundaries=0 1 cat_threshold=7449 is_linear=0 shrinkage=0.05 Tree=116 num_leaves=31 num_cat=0 split_feature=8 105 14 81 67 79 4 10 76 19 126 124 66 86 55 16 116 57 104 55 52 98 41 20 31 17 92 60 134 36 split_gain=13.7091 35.8362 23.7704 17.8349 26.9325 19.9022 41.3159 24.6155 18.6713 17.6001 17.313 14.6439 15.4027 19.8769 14.741 14.3759 18.8704 30.4941 14.3305 14.2217 14.1616 14.6356 14.714 13.8515 13.7304 12.7735 11.8961 11.7062 11.4058 11.3714 threshold=11.050000190734865 -0.91943779587745655 1.7649999856948855 268.64907836914068 1.2749999761581423 12.494999885559084 4.1499998569488534 0.75000000000000011 12.914999961853029 11.775000095367433 0.90992662310600292 1.0000000180025095e-35 1.825000047683716 0.8520931899547578 1.5349999666213991 14.039999961853029 -0.3172925859689712 260.69264221191412 -0.35815750062465662 15.045000076293947 6.5650000572204599 -0.75762838125228871 0.55000001192092907 5.9949998855590829 1020.8500061035157 6.9049999713897714 0.72481033205986034 0.2375825718045235 1017.5499877929689 15.250000000000002 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=3 2 -2 -1 26 6 8 25 15 -8 20 14 -13 19 -3 24 -17 -18 -15 -14 21 28 -23 29 -6 -7 -5 -10 -9 -16 right_child=1 11 -4 4 5 7 9 10 27 -11 -12 12 13 18 23 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=9.3699217862301006e-05 0.0064872720499658046 0.0002542785886588925 0.0015794360676165309 -0.0011712627313157195 -0.0011666418092709694 0.0074109528633041592 0.0014895898622579737 -0.0013070399613405008 0.012914213529120573 0.00024207319784120109 0.00023199280972316085 2.2928860434580205e-05 0.0032981493431959602 0.00013424606911817993 -0.0041582601749933727 -0.001134804088354211 0.0066959258309132498 0.00053807634685045381 0.0033195114038987216 0.00073512774155157863 -0.00051039255376118245 -0.002623247292259883 -0.009482483628467429 -0.00072543475720141979 0.00043233204676347206 0.0010144478556127975 -0.0039527787966924192 0.0017961277770704165 0.0048964617580217386 0.0039322531967983642 leaf_weight=663223 3517 24127 8265 46424 84865 837 50116 34956 247 64866 26576 95894 13004 41325 5720 15143 2231 20339 3861 9271 40478 16393 821 14737 15949 11559 4191 5707 757 470 leaf_count=663223 3517 24127 8265 46424 84865 837 50116 34956 247 64866 26576 95894 13004 41325 5720 15143 2231 20339 3861 9271 40478 16393 821 14737 15949 11559 4191 5707 757 470 internal_value=1.42774e-06 0.000361707 0.00304446 -7.03202e-05 -0.000316179 -0.000175975 7.8552e-05 -0.000674857 -0.000484308 0.000785815 -0.000894012 0.000210043 0.000430153 0.00100901 -0.000588024 -0.000602147 0.000230642 0.00114677 0.000406417 0.0022314 -0.00121439 -0.0017528 -0.00295039 -0.00155913 -0.000913681 0.00144635 -0.00140158 0.00225736 -0.00117555 -0.00354396 internal_weight=1.32587e+06 220191 11782 1.10568e+06 442455 391840 259463 132377 144481 114982 119981 208409 163355 67461 45054 138527 37713 22570 45186 22275 93405 52927 17214 20927 100814 12396 50615 5954 35713 6190 internal_count=1325869 220191 11782 1105678 442455 391840 259463 132377 144481 114982 119981 208409 163355 67461 45054 138527 37713 22570 45186 22275 93405 52927 17214 20927 100814 12396 50615 5954 35713 6190 is_linear=0 shrinkage=0.05 Tree=117 num_leaves=31 num_cat=3 split_feature=136 87 76 55 76 119 53 30 39 7 12 79 2 87 124 4 4 80 136 39 34 20 83 93 19 79 76 136 108 98 split_gain=14.3472 21.6035 15.2191 14.7796 18.7932 14.5875 14.2491 14.1692 12.9499 12.747 11.9926 11.6584 11.6307 11.4966 14.3017 10.1478 10.0592 9.86304 19.8422 17.4172 13.6974 10.4861 9.83438 9.80909 9.78783 9.5812 25.9111 16.246 14.6414 11.924 threshold=0 0.85263574123382579 27.634999275207523 11.164999961853029 9.8150000572204608 0.93038213253021251 1.1449999809265139 1022.1499938964845 10.84999990463257 13.150000095367433 2.9050000905990605 1.0049999952316286 222.50000000000003 0.78544223308563244 -0.39873388409614557 11.250000000000002 14.250000000000002 271.80142211914068 1 16.849999427795414 12.949999809265138 9.3249998092651385 271.25497436523443 -0.35634955763816828 15.405000209808351 15.644999980926515 15.335000038146974 2 -0.88447460532188404 -0.61280810832977284 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 1 2 2 left_child=2 3 25 4 17 7 -4 8 9 12 -8 -6 -3 14 -13 -11 -7 -2 19 20 -19 -21 -20 24 -16 26 28 -27 -1 -29 right_child=1 5 6 -5 11 16 10 -9 -10 15 -12 13 -14 -15 23 -17 -18 18 22 21 -22 -23 -24 -25 -26 27 -28 29 -30 -31 leaf_value=-0.0032944746191358194 9.1555884676369108e-05 -0.00027969239439524065 0.0035797305393950314 -0.00065193220364060463 -0.0019092077751093305 0.00556076181255441 -0.0007615106435545474 0.0011063276079614644 -0.00074283725640596101 -0.0023177532426622064 0.0014617609323334464 0.00043475909471513152 -0.0034008933279383634 0.00072345879538451494 0.0078555420700600585 0.0036220232119140109 -0.0087768588377231792 0.0023556101410253322 -0.0025463770969448318 0.0064619900250112682 -0.00068738615859478022 0.033605518725911485 -0.00071536707740774445 0.002804884309858069 -0.0042464457785639448 0.003728804794591466 0.0018450734382737554 -0.00031403964014129041 0.00012390728157687695 -0.0021791691686251164 leaf_weight=3150 329699 3871 5305 81370 3021 1304 8904 8561 85894 1326 19027 4890 13036 26584 1920 1571 135 6323 8675 928 8908 37 47419 5677 183 2212 22232 51772 561666 10269 leaf_count=3150 329699 3871 5305 81370 3021 1304 8904 8561 85894 1326 19027 4890 13036 26584 1920 1571 135 6323 8675 928 8908 37 47419 5677 183 2212 22232 51772 561666 10269 internal_value=1.35636e-06 -0.000168569 0.000160557 -3.24231e-05 8.10442e-05 -0.000787114 0.0012042 -0.00085012 -0.00100858 -0.00216117 0.000753014 0.00108385 -0.00268627 0.00131419 0.00255366 0.000903299 0.00421568 -2.44149e-05 -0.000553332 0.000987993 0.000575884 0.00750273 -0.000998357 0.00388546 0.00680244 0.000107302 0.000170747 -0.000472366 0.000104843 -0.000622655 internal_weight=1.32587e+06 641332 684537 525634 444264 115698 33236 114259 105698 19804 27931 42275 16907 39254 12670 2897 1439 401989 72290 16196 15231 965 56094 7780 2103 651301 587048 64253 564816 62041 internal_count=1325869 641332 684537 525634 444264 115698 33236 114259 105698 19804 27931 42275 16907 39254 12670 2897 1439 401989 72290 16196 15231 965 56094 7780 2103 651301 587048 64253 564816 62041 cat_boundaries=0 1 2 3 cat_threshold=7449 512 2048 is_linear=0 shrinkage=0.05 Tree=118 num_leaves=31 num_cat=1 split_feature=136 87 11 36 75 55 31 61 6 77 67 53 77 85 120 98 93 121 29 84 81 133 98 12 15 36 100 54 39 29 split_gain=12.9486 19.4972 14.0441 19.3855 13.4868 13.3386 11.9097 11.8819 13.8053 11.8096 11.1477 11.1696 10.5978 12.0111 13.9552 10.9355 10.9095 10.8025 10.1889 21.5121 14.2066 18.4107 13.2105 15.5783 16.4092 12.7122 16.8612 11.8936 11.7816 13.2175 threshold=0 0.85263574123382579 13.750000000000002 10.650000095367433 0.69921576976776134 11.164999961853029 1020.9500122070314 0.48095476627349859 9.2500000000000018 43.43499946594239 27.255000114440922 15.925000190734865 10.835000038146974 0.8443448841571809 0.2503704726696015 -0.6800902485847472 -0.38204734027385706 -0.9099266231060027 1013.5499877929689 0.79462546110153209 267.65582275390631 1016.6499938964845 -0.62775683403015126 2.3750000000000004 1.3550000190734866 15.34999990463257 -0.74330192804336537 16.865000724792484 15.84999990463257 1022.4500122070314 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=9 5 3 7 -4 12 10 8 -3 18 -5 -12 -2 14 16 -15 17 -14 20 -20 -1 -22 28 24 -24 26 -23 -28 29 -21 right_child=1 2 4 6 -6 -7 -8 -9 -10 -11 11 -13 13 15 -16 -17 -18 -19 19 22 21 25 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00014594511597586883 4.1197115060245467e-06 -0.0023043953518884553 0.0028605179756998767 -0.00067777841635185141 -0.0003779132105420937 -0.00061933559471921283 0.0010816808245862233 -0.0010478568918986277 -0.0066507340543383439 0.0020819581334189613 -0.0040961831151500542 -0.00015981190379722266 0.01255757624993596 0.00043529723449511307 -0.00052630604430177225 -0.0031490506380567372 0.0016590800840025129 0.0038420028773018325 1.3860807664275792e-05 0.00047755484043572626 -0.00092962924569472386 0.040623971254661169 0.0015954627593728215 0.0014080030786018044 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676697 452501 224196 78236 158301 20934 13517 7005 6076 6047 137367 108156 internal_count=1325869 641332 115698 101314 14384 525634 87600 13714 7660 684537 78968 7798 444264 36325 20432 15893 15187 4035 676697 452501 224196 78236 158301 20934 13517 7005 6076 6047 137367 108156 cat_boundaries=0 1 cat_threshold=7449 is_linear=0 shrinkage=0.05 Tree=119 num_leaves=31 num_cat=3 split_feature=88 53 55 52 54 56 60 30 76 73 55 52 54 120 136 95 108 136 52 92 74 79 64 82 95 60 67 136 125 104 split_gain=11.9071 14.6293 12.9438 19.879 20.3338 19.2329 45.3542 18.3756 16.1892 16.3102 15.1978 28.9809 13.5387 13.1652 13.0025 12.7154 12.6396 18.5322 12.2068 11.9732 11.9213 12.1964 12.7387 11.8715 11.1532 10.8216 15.1423 21.1869 24.0671 11.6844 threshold=1.0000000180025095e-35 1.0850000381469729 12.444999694824221 6.5650000572204599 5.9549999237060556 256.75547790527349 0.33916355669498449 1013.3500061035157 27.224999427795414 0.86325284838676464 2.9850000143051152 2.7949999570846562 3.3549998998641972 0.36648726463317877 0 -0.65081489086151112 1.0000000180025095e-35 1 21.744999885559086 -0.25851632654666895 0.62148317694664013 6.0350000858306894 0.39499999582767492 336.95338439941412 0.34141701459884649 0.56255111098289501 2.1950000524520878 2 0.93038213253021251 -0.74291458725929249 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 2 2 2 2 1 2 2 left_child=2 -2 3 5 -5 8 7 -7 9 16 11 15 -13 24 18 -8 17 -1 -15 -3 21 -19 -23 -10 -4 26 29 -28 -29 -18 right_child=1 19 13 4 -6 6 10 -9 23 -11 -12 12 -14 14 -16 -17 25 20 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.00010148758666741899 0.00070412123145308558 -0.0010185698625086472 -0.00061024347956473016 0.0020320284990606292 0.00037269699586640366 -0.003682321092375514 -0.0021865440343110014 -0.0012773892972116853 0.0016185114028097617 -0.0016675064178831263 -0.00065138081815897125 0.0036166508051021376 0.00044833129429297855 -0.0046124092322112368 -0.00054785216279609457 0.00028131760725201913 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0.90255093574523937 16.914999961853031 0.78704518079757702 49.850000381469734 0.87780800461769115 10.715000152587892 12.494999885559084 0.79500001668930065 11.949999809265138 0.18854633718729022 1.0000000180025095e-35 0.94260558485984813 0.63187333941459667 4.3350000381469735 0.99500000476837169 0 8.7500000000000018 0.064999999478459372 -0.30537502467632288 13.344999790191652 9.8499999046325701 0.13052122294902804 2.6350001096725468 0.43556429445743566 0.42311753332614904 196.50000000000003 9.0500001907348651 0.15000000223517421 0.38740725815296179 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 18 4 20 5 6 -1 8 -8 25 26 -9 13 23 -11 24 -12 -14 -2 -20 21 -4 -23 -13 -16 28 -10 -15 -7 -18 right_child=1 -3 3 -5 -6 9 7 11 10 14 16 12 17 27 15 -17 29 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=5.7085269673158092e-05 0.0052348839876907617 0.0013754768172711158 0.00064025732606884313 0.0015572432740169754 0.0023735751133138871 0.0086424384085355549 -0.00093370767310662945 0.0033012253302258988 -0.00097502365420138392 0.0044275609422142481 0.0051231878751325484 -0.0018455935120529053 -0.0005410066506415579 -0.0072741155976059615 -0.0048278707347317032 -3.4263994997589028e-05 0.0036373418826753262 0.0030830951065027954 -0.00083692020450371659 -0.0031030255316271162 -0.0001195662929874896 -0.00085997565251486941 -0.0027054361794762055 0.00060668137297036377 -0.00054584019566404933 -0.00057994367773979687 0.0018588638807491592 -0.0013846927760151877 -0.0027343237143702985 0.0015431798486155082 leaf_weight=894082 611 6112 9570 8176 5419 189 8451 3116 5387 1365 3936 4801 3312 730 2559 78605 7916 5564 27626 8097 84825 44629 10979 32783 2949 13439 6903 16456 11865 16259 leaf_count=894082 611 6112 9570 8176 5419 189 8451 3116 5387 1365 3936 4801 3312 730 2559 78605 7916 5564 27626 8097 84825 44629 10979 32783 2949 13439 6903 16456 11865 16259 internal_value=7.89158e-07 -0.000863227 2.93456e-05 -0.000375307 8.61864e-05 7.51257e-05 0.000132127 0.000712449 0.00151045 -0.000443513 0.00202171 0.000128526 -2.68036e-05 -0.000311639 -0.000124171 -0.000198037 0.00263597 0.00173079 -0.00123982 -0.00135056 -0.000480642 -0.00095056 -0.00122434 0.000293426 -0.00253526 -0.00151427 0.000616703 -0.00163485 -0.00255594 0.00222798 internal_weight=1.32671e+06 42446 1.28426e+06 158179 1.12609e+06 1.12067e+06 1.0097e+06 115614 48852 110971 40401 66762 63646 54770 85478 84113 28111 8876 36334 35723 150003 65178 55608 37584 5508 25493 12290 17186 12054 24175 internal_count=1326711 42446 1284265 158179 1126086 1120667 1009696 115614 48852 110971 40401 66762 63646 54770 85478 84113 28111 8876 36334 35723 150003 65178 55608 37584 5508 25493 12290 17186 12054 24175 cat_boundaries=0 1 cat_threshold=1040 is_linear=0 shrinkage=0.05 Tree=121 num_leaves=31 num_cat=3 split_feature=103 8 105 69 30 23 136 83 14 15 125 94 32 136 15 121 36 136 108 92 52 76 10 42 60 92 98 117 35 72 split_gain=12.3189 12.5413 22.8137 16.9698 19.9738 18.034 15.23 22.0997 14.3229 14.1954 13.5342 11.6655 10.8531 20.3603 10.6414 16.4089 9.92714 13.9651 13.2243 11.2399 13.7813 9.84057 13.3446 9.68751 9.38958 12.2698 10.9319 9.32077 9.68233 11.1373 threshold=-0.25094985961914057 12.150000095367433 -0.90560707449913014 303.78060913085943 1022.4500122070314 5.6649999618530282 0 287.60699462890631 1.7749999761581423 1.9450000524520876 -0.62249094247817982 -0.67755785584449757 10.650000095367433 1 1.6749999523162844 -0.46173103153705591 16.94999980926514 2 1.0000000180025095e-35 -0.35758313536643976 0.27500000596046453 17.704999923706058 2.9500000476837163 9.1500000953674334 0.58602258563041698 -0.40853404998779291 -0.65920743346214283 -0.26722820103168482 11.650000095367433 0.75593984127044689 decision_type=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 2 2 left_child=12 3 8 -2 5 27 7 -4 -3 -6 -7 -9 -1 -14 -12 24 18 -18 -15 20 -19 23 -23 -17 25 -16 -27 -5 29 -29 right_child=1 2 6 4 9 10 -8 11 -10 -11 14 -13 13 16 15 21 17 19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.0015951029124652222 6.2275787045569135e-05 0.0069522055103655974 0.00020805298007485387 -0.004307836064534362 0.0037170648728888298 -0.0024340775088718776 0.00011263110713311735 0.0097970195018973454 0.0019107810597934075 0.0002695211036532714 0.00032397602610455549 0.0029670845807628458 -0.0028907267492810007 0.0010810766678387889 -0.0010623419920552926 -0.00073105365457493078 0.0037101835776121236 0.0062382571014901068 -0.00059591783252388496 -0.0032777754965987423 -0.0010672450079360699 0.0027629120308723643 -0.0002724902589012743 -0.0060292412531538662 -0.00066237909059249612 -0.0024725985412574285 -0.0057108859201016552 -0.0031853906275968987 0.0021027635231287592 0.0041889932445193087 leaf_weight=5603 933324 1847 12323 768 4091 13024 121722 678 5939 11053 19640 8026 9280 18396 11629 26333 1419 664 32568 6044 23232 5117 12384 892 14029 10861 3429 1993 9714 689 leaf_count=5603 933324 1847 12323 768 4091 13024 121722 678 5939 11053 19640 8026 9280 18396 11629 26333 1419 664 32568 6044 23232 5117 12384 892 14029 10861 3429 1993 9714 689 internal_value=7.51631e-07 4.35916e-05 0.000471118 -1.60557e-05 -0.000518017 -0.00071748 0.000327364 0.00156962 0.00310671 0.00120084 -0.000914351 0.0034991 -0.000541108 -0.000671771 -0.000724608 -0.000967825 -0.000421234 -0.00112124 9.41124e-06 -0.00135102 -0.000864246 -0.000310012 0.000615011 -0.000904643 -0.00170432 -0.00226828 -0.00324965 0.00103734 0.0013685 -0.00129093 internal_weight=1.32671e+06 1.2295e+06 150535 1.07897e+06 145646 130502 142749 21027 7786 15144 117338 8704 97206 91603 104314 84674 82323 31359 50964 29940 23896 44726 17501 27225 39948 25919 14290 13164 12396 2682 internal_count=1326711 1229505 150535 1078970 145646 130502 142749 21027 7786 15144 117338 8704 97206 91603 104314 84674 82323 31359 50964 29940 23896 44726 17501 27225 39948 25919 14290 13164 12396 2682 cat_boundaries=0 1 2 3 cat_threshold=1042 144 768 is_linear=0 shrinkage=0.05 Tree=122 num_leaves=31 num_cat=3 split_feature=76 66 60 75 56 12 14 82 55 91 86 136 28 53 23 53 92 31 36 7 55 60 136 96 81 28 124 136 54 11 split_gain=11.2789 12.3896 14.7325 15.1103 14.6231 12.6678 22.5476 21.5091 13.6014 13.8235 11.3467 11.0631 11.0629 11.0289 9.47599 9.47377 8.75274 8.62938 8.61979 9.83871 8.88576 8.55052 8.47881 15.8593 14.6634 16.256 13.0214 14.8882 13.0768 12.6387 threshold=40.82500076293946 28.125000000000004 0.75395363569259655 0.88853535056114208 339.60906982421881 2.0049999952316289 1.7549999952316286 222.55369567871097 12.675000190734865 1.0000000180025095e-35 0.89709687232971203 0 1016.6499938964845 11.984999656677248 7.8450000286102304 16.23499965667725 -0.3316215425729751 1015.4500122070314 9.3499999046325701 14.550000190734865 0.85500001907348644 0.36935018002986914 1 -0.82303526997566212 270.30084228515631 1029.4500122070315 0.26722820103168493 2 0.18500000238418582 11.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 left_child=1 4 3 14 5 8 7 -7 9 10 22 -9 -6 -13 -3 -5 -11 -16 19 -2 -20 -12 23 26 -24 29 -1 -28 -29 -26 right_child=18 2 -4 15 12 6 -8 11 -10 16 21 13 -14 -15 17 -17 -18 -19 20 -21 -22 -23 24 -25 25 -27 27 28 -30 -31 leaf_value=0.00018882437731946889 -0.0032366984634395247 2.7079308021243161e-05 8.7045885649307992e-05 -0.003765181255323582 -0.0050991107090724609 6.9782122513890218e-05 0.000182040515596604 0.0015339266162035662 -0.000966283433556156 -0.00060369070899223584 -0.0023376454442042512 0.0064731995118996943 0.00015847817356806669 0.0017026560891973041 -0.0030666594275884844 -0.0005015604758806532 -0.0025820606535817106 -0.00074871292624777359 0.004487644024156477 0.0042954916931207156 0.0011081544419965313 -0.00041591081074558527 7.4049393402996996e-05 -1.7324765941212968e-07 -0.0008852510109558032 0.0081325675273212425 0.0026761186419231985 0.0046327223090594418 0.00056536558403545527 0.0013227343310009167 leaf_weight=55638 1994 20569 44472 7679 2440 7785 395977 3882 41221 24658 8152 3963 1696 1745 6135 3130 7230 11621 2198 554 16902 19962 245061 246554 84577 522 14087 2087 37201 7019 leaf_count=55638 1994 20569 44472 7679 2440 7785 395977 3882 41221 24658 8152 3963 1696 1745 6135 3130 7230 11621 2198 554 16902 19962 245061 246554 84577 522 14087 2087 37201 7019 internal_value=7.144e-07 -1.80618e-05 -0.000572286 -0.00116906 2.47616e-05 3.49291e-05 0.000259395 0.00202231 -8.19314e-05 -3.35036e-05 1.15616e-05 0.00360735 -0.00294319 0.00500602 -0.000703399 -0.00282012 -0.00105225 -0.0015496 0.00113265 -0.00159901 0.00149706 -0.000973141 5.15242e-05 0.000221862 -0.000128106 -0.000665911 0.000724058 0.00128198 0.000781227 -0.000716053 internal_weight=1.32671e+06 1.30506e+06 93606 49134 1.21146e+06 1.20732e+06 413352 17375 793969 752748 720860 9590 4136 5708 38325 10809 31888 17756 21648 2548 19100 28114 692746 355567 337179 92118 109013 53375 39288 91596 internal_count=1326711 1305063 93606 49134 1211457 1207321 413352 17375 793969 752748 720860 9590 4136 5708 38325 10809 31888 17756 21648 2548 19100 28114 692746 355567 337179 92118 109013 53375 39288 91596 cat_boundaries=0 1 2 3 cat_threshold=2246 3851 1280 is_linear=0 shrinkage=0.05 Tree=123 num_leaves=31 num_cat=1 split_feature=90 54 94 12 74 55 64 23 56 86 67 8 125 136 52 16 116 94 10 22 92 56 40 12 12 12 15 118 19 92 split_gain=11.3662 13.3492 10.8334 15.4711 10.4737 9.43682 17.2813 24.3424 16.3716 11.8766 11.7653 18.7514 17.815 18.0563 17.2551 17.0706 16.3931 32.1362 15.9309 14.9351 13.1992 12.8566 11.7257 11.47 10.9735 10.9182 11.8632 11.3742 10.7269 10.5947 threshold=1.0000000180025095e-35 1.6549999713897707 -0.26048570871353144 2.185000061988831 0.91949269175529491 14.194999694824221 16.125000000000004 6.5050001144409189 339.60906982421881 0.87916412949562084 2.4050000905990605 6.7500000000000009 0.9536806344985963 0 0.63499999046325695 13.344999790191652 -0.38266885280609125 -0.48599891364574427 8.9499998092651385 8.0450000762939471 -0.46089684963226313 113.86207199096681 9.3499999046325701 2.2350000143051152 1.7450000047683718 2.1550000905990605 2.2250000238418584 0.62249094247818004 6.4600000381469735 0.78704518079757702 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=4 2 3 -2 5 6 8 -8 9 10 -1 15 13 -13 -14 19 -17 -18 -15 21 -19 -12 -16 -23 -7 27 -27 -9 -11 -26 right_child=1 -3 -4 -5 -6 24 7 25 -10 28 11 12 14 18 22 16 17 20 -20 -21 -22 23 -24 -25 29 26 -28 -29 -30 -31 leaf_value=1.5830217101264042e-05 0.00040408976709742085 -0.0015355382966024021 -0.0017230039417663783 0.0058434375429974724 -0.0011497448217330053 -0.0014921547950293239 0.0022372189744258712 -1.2671824118338106e-05 -0.003604982282305701 0.00095984954723541825 -0.0034020436204396987 0.00256415647569757 0.0093919739200334466 0.0013121837239630791 0.0033251338545478141 -0.00019946649872986511 0.0073142849081711857 0.0079144139321481854 -0.00040276108249597534 -0.0017647436455154619 0.00091853718443607024 1.5897876915383559e-05 -0.0052008470927315678 0.0039146278283017782 -0.00026647558322562297 0.0021909166127808775 0.0001660664862703046 -0.0031717687580147258 -0.00072854688069081395 0.001578033503969462 leaf_weight=739094 10816 25265 4878 1487 18626 17400 21859 9294 3063 10788 2686 12732 1120 27645 3740 15628 2461 703 26545 14411 16469 69673 452 1939 143726 9672 28693 4109 73506 8231 leaf_count=739094 10816 25265 4878 1487 18626 17400 21859 9294 3063 10788 2686 12732 1120 27645 3740 15628 2461 703 26545 14411 16469 69673 452 1939 143726 9672 28693 4109 73506 8231 internal_value=6.80267e-07 -0.000804325 0.00027094 0.00106152 2.72863e-05 4.46083e-05 9.82705e-05 0.00083812 4.50043e-05 5.59694e-05 0.0001072 0.000451386 0.00109174 0.000870514 0.00387881 7.82683e-05 0.00100889 0.00197075 0.00047203 -0.000291645 0.00120494 -5.91904e-06 0.00240582 0.000121462 -0.000302758 0.000247352 0.000676541 -0.000981166 -0.000512465 -0.000166565 internal_weight=1.32671e+06 42446 17181 12303 1.28426e+06 1.26564e+06 1.09628e+06 73627 1.02266e+06 1.01959e+06 935298 196204 72234 66922 5312 123970 35261 19633 54190 88709 17172 74298 4192 71612 169357 51768 38365 13403 84294 151957 internal_count=1326711 42446 17181 12303 1284265 1265639 1096282 73627 1022655 1019592 935298 196204 72234 66922 5312 123970 35261 19633 54190 88709 17172 74298 4192 71612 169357 51768 38365 13403 84294 151957 cat_boundaries=0 1 cat_threshold=3074 is_linear=0 shrinkage=0.05 Tree=124 num_leaves=31 num_cat=1 split_feature=125 69 90 93 53 23 12 39 4 56 86 55 52 24 54 55 64 23 21 87 136 96 33 70 52 56 56 91 100 52 split_gain=10.8189 17.1434 15.6143 14.0204 15.6531 11.8917 14.0692 11.6743 10.8823 10.7191 9.60223 9.48528 10.296 12.1225 12.9324 9.87251 16.2661 16.6855 12.4248 12.7455 16.1823 11.1843 10.1443 9.80684 9.53433 10.3629 9.67876 21.2784 11.8988 9.25906 threshold=0.89490029215812694 319.51167297363287 1.0000000180025095e-35 -0.30337931215763086 0.38499999046325689 5.5050001144409189 3.3549998998641972 9.1500000953674334 4.1499998569488534 339.60906982421881 0.86821028590202343 18.025000572204593 9.2150001525878924 284.50000000000006 9.1350002288818377 3.995000004768372 12.72499990463257 6.7449998855590829 7.5750000476837167 0.83366107940673839 0 -0.86098954081535328 10.050000190734865 293.75283813476568 4.4349999427795419 222.26645660400393 257.40187072753912 -0.58105376362800587 -0.62633275985717762 0.11499999836087228 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 -2 -3 7 -7 -6 11 -10 12 15 -14 -15 16 24 -18 19 20 -17 29 -23 -20 26 -26 -1 -28 -29 -19 right_child=3 5 -4 -5 8 6 -8 -9 10 -11 -12 -13 13 14 -16 18 17 21 23 -21 -22 22 -24 -25 25 -27 27 28 -30 -31 leaf_value=6.2021181033643894e-05 0.0060003883557664759 0.0016779373126317642 -0.0010908497220409542 0.00016342815599199476 8.7068479438904796e-05 -0.0096783259365760405 0.0012457947361810512 -0.0019947123945532968 0.0030219502587096889 -0.0034575283749276316 0.00026033223886187483 -0.00040738358395824747 -0.00011572542379616591 0.0025292283776924699 0.00062869223752692839 0.0020042222964860149 0.0025907026474721352 0.022694561075208324 -0.0005454890956186763 -0.00065778337524925853 -0.00019146959437943184 0.0051666848386110065 -0.0020514734921401843 -0.0023334563103519479 -0.00052112037493023088 0.0021121593387630686 -9.4583963814894687e-05 -0.0084186796614001552 -0.0020965416281872331 0.0016582155089810348 leaf_weight=650308 1694 2960 33665 181953 14347 507 3500 19826 8971 2233 4849 120340 32991 12285 32981 13148 12811 53 19335 44585 23166 532 5723 12711 5651 11026 38896 799 10860 4005 leaf_count=650308 1694 2960 33665 181953 14347 507 3500 19826 8971 2233 4849 120340 32991 12285 32981 13148 12811 53 19335 44585 23166 532 5723 12711 5651 11026 38896 799 10860 4005 internal_value=6.47221e-07 -6.15875e-05 -3.08211e-05 0.000328224 0.00133238 -0.00131106 -0.00168228 -0.0021863 0.00105164 3.02236e-06 0.00205299 1.03664e-05 6.43141e-05 0.000613218 0.00114449 1.39918e-05 8.03932e-05 0.00138564 -0.000421451 -9.13882e-05 0.000604011 -0.00011131 -0.00143755 -0.00125468 3.83293e-05 0.00121987 1.02145e-05 -0.000656194 -0.0025298 0.00193296 internal_weight=1.32671e+06 1.1149e+06 1.0881e+06 211814 29861 26793 23833 20333 28167 1.05444e+06 13820 1.05221e+06 931866 78257 45266 853609 740664 23124 112945 80899 36314 10313 6255 32046 717540 16677 700863 50555 11659 4058 internal_count=1326711 1114897 1088104 211814 29861 26793 23833 20333 28167 1054439 13820 1052206 931866 78257 45266 853609 740664 23124 112945 80899 36314 10313 6255 32046 717540 16677 700863 50555 11659 4058 cat_boundaries=0 1 cat_threshold=1285 is_linear=0 shrinkage=0.05 Tree=125 num_leaves=31 num_cat=2 split_feature=103 92 12 52 12 105 74 52 84 136 79 39 30 76 10 8 136 101 22 70 30 60 117 15 93 53 12 0 84 52 split_gain=12.9001 18.3724 14.6742 14.1589 14.6706 12.3093 13.8625 14.4617 11.8642 19.3204 11.5194 10.8387 10.9091 10.8107 13.802 12.6116 11.1194 10.65 10.5224 10.5077 14.4085 12.3024 10.4707 10.3796 10.6069 10.8849 10.6601 9.81333 18.7656 11.7723 threshold=0.14674078673124316 -0.30537502467632288 1.3450000286102297 0.074999999254941954 1.7749999761581423 -0.95756247639656056 0.89217114448547374 15.59500026702881 0.77397397160530101 0 8.3750000000000018 7.2500000000000009 1012.5499877929689 28.535000801086429 6.8500001430511483 17.050000190734867 1 -0.31632500886917109 7.1250000000000009 311.96009826660162 1021.3500061035157 0.5185239613056184 -0.74892720580101002 1.3149999976158144 -0.049799980595707886 4.8350000381469735 2.0449999570846562 182.50000000000003 0.86266589164733898 4.6349999904632577 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 3 22 10 -5 8 11 -8 -2 -10 -1 12 -7 19 -15 16 -16 -12 -11 -13 21 23 -3 -21 25 26 -25 -6 29 -29 right_child=5 2 -4 4 27 6 7 -9 9 18 17 13 -14 14 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.002100663698263869 -4.144639748744172e-05 -0.0050045267554107821 -0.00043361378574566071 -0.00022509016097438394 4.9418938948288851e-05 -0.020162341947972524 -0.0018035992425996837 0.00013284910563210507 0.00042902525312960954 0.0054763967398712759 0.027060549785274751 6.4481262459964632e-05 -0.0033245845028084236 0.0035993400068265076 0.0016730575746930283 0.0027207083766580447 -0.00037844918840764712 0.0076218449562573095 0.0020960419819915483 0.0014343303195704215 0.0013123297422641394 0.00027303470530687954 -0.0014498446144762865 -0.0011291477529461885 -0.0026904263660947492 -0.002862716462055086 0.0018090984127366748 0.0079730918335999944 0.00040545706404806581 0.0026400164357695821 leaf_weight=1365 27483 2216 76658 95420 7672 119 20913 17889 21910 2955 86 895177 502 4073 9023 5679 24565 390 10420 2928 8330 15112 31802 9591 14510 5179 4552 1810 5035 2416 leaf_count=1365 27483 2216 76658 95420 7672 119 20913 17889 21910 2955 86 895177 502 4073 9023 5679 24565 390 10420 2928 8330 15112 31802 9591 14510 5179 4552 1810 5035 2416 internal_value=-1.29706e-05 -0.000358068 -0.000817142 8.68629e-05 1.55945e-05 5.75184e-05 1.64081e-05 -0.000910833 0.000737457 0.00134413 0.00443625 5.24106e-05 -0.00655114 5.65167e-05 0.000828873 0.000541504 0.000173048 0.0111339 0.00284076 2.14794e-05 -0.00061794 -0.000927917 -0.0016814 -0.00142163 -0.0016688 -0.000901597 -0.000183458 0.00137189 0.00246745 0.00492418 internal_weight=1.32578e+06 224870 110676 114194 112353 1.10091e+06 1.03814e+06 38802 62768 35285 1841 999340 621 998719 43340 39267 33588 476 13375 955379 60202 51872 34018 36760 33832 19322 14143 16933 9261 4226 internal_count=1325780 224870 110676 114194 112353 1100910 1038142 38802 62768 35285 1841 999340 621 998719 43340 39267 33588 476 13375 955379 60202 51872 34018 36760 33832 19322 14143 16933 9261 4226 cat_boundaries=0 1 2 cat_threshold=6241 3632 is_linear=0 shrinkage=0.05 Tree=126 num_leaves=31 num_cat=3 split_feature=103 56 12 52 91 136 32 55 55 85 39 76 31 69 125 86 55 136 12 15 30 23 135 136 1 15 12 66 30 52 split_gain=11.6737 12.7389 13.2454 12.7092 13.7334 12.4112 12.1031 11.5546 10.9709 10.6127 10.5937 10.9876 10.2996 15.8773 18.4593 15.3662 14.961 15.6119 13.2973 20.505 13.9597 12.4917 12.2947 11.7119 11.247 11.0639 16.4909 10.3511 10.2861 10.2557 threshold=0.1215689815580845 258.06268310546881 1.735000014305115 2.5849999189376835 -0.80377021431922901 0 10.650000095367433 0.064999999478459372 0.064999999478459372 0.86104160547256481 7.2500000000000009 49.98500061035157 1020.8500061035157 302.19625854492193 -0.62249094247817982 0.7328786849975587 1.3149999976158144 1 2.5149999856948857 2.3349999189376835 1010.8500061035157 5.6449999809265146 1018.7500000000001 2 21.500000000000004 1.5850000381469729 1.6549999713897707 27.214999198913578 1012.5499877929689 8.6350002288818377 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 1 2 2 2 2 2 2 left_child=1 2 7 4 -3 -4 -7 -1 -6 -8 28 12 13 -12 27 -14 17 -17 21 -20 29 -16 25 -18 -22 26 -23 -15 -2 -21 right_child=10 3 5 -5 8 6 9 -9 -10 -11 11 -13 15 14 18 16 23 -19 19 20 24 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0023782272849553338 -0.018499975395643825 -0.00088572879605264385 -0.0012597941596663768 -0.00046644824280191275 0.0012462718386064937 0.0060186705430948454 0.0023852698555315646 -0.0003791896217216363 -0.0041731554741809337 -0.00011620011605432016 6.9704754259296902e-05 0.0019685555945664814 2.5874230397001004e-05 -0.0015916608046234388 0.00071194531993069919 0.0055773715896327491 0.0011890801126192556 0.00092321609259103036 0.0025974764201378794 -0.003697225840671801 0.0024201095748453355 -0.00071706938387714001 0.0034864268402956702 -0.00029969987101069516 -4.8690228653283187e-05 -0.0013111424354570883 0.0031586756977925248 -0.0052161160381269736 -0.0030782488466001737 -0.00027110628653907769 leaf_weight=3948 137 13567 4665 63444 1073 1445 9371 100794 7201 7744 768109 7462 110929 12342 13875 3416 42275 3831 8397 4127 5518 11644 1553 19212 28135 60478 3591 2344 513 4640 leaf_count=3948 137 13567 4665 63444 1073 1445 9371 100794 7201 7744 768109 7462 110929 12342 13875 3416 42275 3831 8397 4127 5518 11644 1553 19212 28135 60478 3591 2344 513 4640 internal_value=-1.23214e-05 -0.000351202 -3.57189e-05 -0.000824573 -0.00186486 0.00104456 0.00162356 -0.000275255 -0.00347035 0.00125343 5.2636e-05 5.63665e-05 4.34468e-05 -2.38555e-05 -0.000482631 0.000389862 0.000977298 0.003126 -0.000308052 0.000340022 -0.000106839 -0.000669395 -0.000917449 0.000724046 0.000356113 -0.00100778 0.000196472 -0.00217015 -0.00632867 -0.00188393 internal_weight=1.32578e+06 213252 127967 85285 21841 23225 18560 104742 8274 17115 1.11253e+06 1.11188e+06 1.10442e+06 924753 156644 179663 68734 7247 141958 50817 42420 91141 77266 61487 33653 75713 15235 14686 650 8767 internal_count=1325780 213252 127967 85285 21841 23225 18560 104742 8274 17115 1112528 1111878 1104416 924753 156644 179663 68734 7247 141958 50817 42420 91141 77266 61487 33653 75713 15235 14686 650 8767 cat_boundaries=0 1 2 3 cat_threshold=128 4885 1811 is_linear=0 shrinkage=0.05 Tree=127 num_leaves=31 num_cat=0 split_feature=103 92 52 52 91 55 11 6 105 74 52 8 93 1 133 129 53 133 18 61 65 39 76 32 37 58 29 83 55 55 split_gain=10.5537 15.7294 12.4277 11.7013 17.2216 16.3077 11.4884 13.6435 11.1125 12.4103 13.9087 11.2238 10.7006 10.115 10.0486 16.929 12.0775 9.73497 9.8095 10.6148 11.0563 8.99302 12.1703 10.1621 13.5469 10.691 9.13308 19.7158 17.0167 10.6501 threshold=0.14674078673124316 -0.30537502467632288 0.074999999254941954 2.6350001096725468 -0.88666048645973194 0.064999999478459372 7.9500000476837167 4.0499999523162851 -0.95756247639656056 0.88616123795509349 15.59500026702881 9.9499998092651385 0.45759874582290655 212.50000000000003 1017.7500000000001 88.500000000000014 8.1449999809265154 1019.6499938964845 10.405000209808351 0.77826797962188732 22.394999504089359 8.8499999046325701 40.82500076293946 8.6500000953674334 6.6499998569488534 197.66607666015628 1022.3500061035157 278.22178649902349 1.3149999976158144 6.2650001049041757 decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 13 11 14 17 -2 -7 -1 15 21 -16 18 -11 20 -20 23 26 -10 -25 -26 29 -28 -29 -23 right_child=8 3 -4 -5 5 12 -8 -9 9 10 -12 -13 -14 -15 16 -17 -18 -19 19 -21 -22 22 -24 24 25 -27 27 28 -30 -31 leaf_value=0.016870991642240454 0.00047525845542228701 -0.00040868548321350241 2.1074820622751144e-05 -0.00039691556016429599 0.00091005578465329232 -0.0026631671077195643 0.011541712789227705 -0.0020113388790878916 0.00040275676442417808 -0.00061267097172216047 0.00016105539502794797 0.0027042358837164526 -0.0062315241220893373 0.0030905484098260978 0.0043022240168833917 -0.0016779808777497214 7.0117705142420372e-05 0.0051613523176560656 -0.0014777001298297474 -0.00024385589162140761 -0.0048282066911822449 7.6718942807778225e-05 0.0016638622251756872 -0.028299700782871712 -0.00016054770853167968 -0.0042598477947477691 3.4426886357039392e-05 0.0055917665189907668 0.001221620430271186 -0.0004370999975592271 leaf_weight=205 56493 17853 112353 75394 2757 12131 410 846 4801 10968 21001 6275 2541 380 3050 14182 3769 524 4205 3493 5941 733500 11956 51 2875 3560 66645 2418 28278 116925 leaf_count=205 56493 17853 112353 75394 2757 12131 410 846 4801 10968 21001 6275 2541 380 3050 14182 3769 524 4205 3493 5941 733500 11956 51 2875 3560 66645 2418 28278 116925 internal_value=-1.1703e-05 -0.000323841 8.78443e-05 -0.000748613 -0.00150015 -0.00261817 0.00416267 0.00204848 5.20538e-05 1.29931e-05 -0.000788667 0.000698092 -0.00328116 0.00791959 5.02732e-05 3.70338e-05 0.00196305 -0.00158231 -0.00172592 -0.00262115 -0.00343959 6.20824e-05 7.8584e-05 -0.00134104 -0.00263181 -0.00242838 5.85859e-05 0.000517359 0.00156587 6.07394e-06 internal_weight=1.32578e+06 224870 114194 110676 35282 17429 1841 1431 1.10091e+06 1.03814e+06 46132 62768 14672 585 992010 985191 6819 25131 24607 13639 10146 971009 959722 11287 6486 6435 947766 97341 30696 850425 internal_count=1325780 224870 114194 110676 35282 17429 1841 1431 1100910 1038142 46132 62768 14672 585 992010 985191 6819 25131 24607 13639 10146 971009 959722 11287 6486 6435 947766 97341 30696 850425 is_linear=0 shrinkage=0.05 Tree=128 num_leaves=31 num_cat=3 split_feature=103 136 33 81 18 93 36 136 66 8 127 33 17 106 74 52 84 136 133 128 53 22 75 38 53 39 14 33 67 35 split_gain=9.54883 12.0825 13.7515 11.6498 10.8998 9.96578 12.0052 10.2825 9.70837 11.1747 11.7888 10.7464 9.67441 9.32144 12.804 11.9175 10.5379 20.1901 9.61238 14.1221 10.358 9.04247 8.98711 9.39578 13.1837 12.4868 9.50028 8.92336 10.2955 8.63691 threshold=0.1215689815580845 0 10.449999809265138 267.65582275390631 6.0650000572204599 0.090861450880765929 16.94999980926514 1 0.74500000476837169 9.4499998092651385 -0.0087262028828264185 17.750000000000004 4.6550002098083505 -0.94549715518951405 0.89217114448547374 15.59500026702881 0.79363888502120983 2 1017.7500000000001 8.5000000000000018 8.0250000953674334 7.7850000858306894 0.69481366872787487 15.050000190734865 2.3950001001358037 11.34999990463257 1.0049999952316286 15.550000190734865 7.7650001049041757 9.6500000953674334 decision_type=2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -3 6 7 -6 -5 -10 -11 -12 -9 16 18 -16 21 -18 19 -15 -20 -2 -21 24 25 -24 -25 28 -27 -4 right_child=13 3 29 8 5 -7 -8 12 9 10 11 -13 -14 14 15 -17 17 -19 20 22 -22 -23 23 26 -26 27 -28 -29 -30 -31 leaf_value=0.00046300534990839127 0.0010739747879715204 0.0025989026739401417 -0.0063101753426124578 -0.0018053625890897679 -0.00032036631104375465 -0.00084749181264072513 -0.00051115334133481445 0.018378766457723499 -0.00057280280369140799 0.005364756247830945 0.00016758696390046206 0.0063924037623426314 0.001578485049846841 5.2107622380390512e-05 -0.0017226466841652407 7.5572553227914462e-05 0.0040574027051881898 0.00070973860412101972 0.0040591452089369876 -0.0033423635682144344 0.00019349812533414612 -0.0005193735848268425 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1.11253e+06 1.03359e+06 37151 78939 38637 996438 989394 7044 40302 15201 10646 7823 2139 2823 1540 1520 27184 internal_count=1325780 213252 37021 176231 74117 69168 51312 33192 102114 89757 16247 14905 23877 1112528 1033589 37151 78939 38637 996438 989394 7044 40302 15201 10646 7823 2139 2823 1540 1520 27184 cat_boundaries=0 1 2 3 cat_threshold=4240 2052 1298 is_linear=0 shrinkage=0.05 Tree=129 num_leaves=31 num_cat=3 split_feature=28 39 86 12 54 32 77 136 62 134 33 103 95 92 60 6 116 7 32 136 32 29 89 84 136 101 117 52 31 85 split_gain=8.82822 10.4165 17.9879 15.1396 13.7171 13.5046 21.7005 12.5648 13.0474 16.8711 11.9555 11.4123 11.2265 11.0921 11.8154 10.9714 11.3931 10.8018 10.7672 10.72 14.4161 9.73843 10.6937 10.6478 13.4734 14.7543 12.4397 10.512 15.5271 9.46845 threshold=1026.6499633789065 12.650000095367433 0.84351769089698803 2.0649999380111699 0.38499999046325689 12.550000190734865 3.2749999761581425 0 0.49794319272041326 1016.2500000000001 12.449999809265138 0.25687792897224432 -0.94415345788002003 -0.28208675980567927 0.38891325891017919 6.1499998569488534 0.38266885280609136 8.4499998092651385 11.750000000000002 1 9.9499998092651385 1013.4500122070314 -0.79469436407089222 0.7917081117630006 2 0.70686939358711254 -0.25037047266960138 0.074999999254941954 1014.4500122070314 0.70011290907859813 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 1 2 2 2 2 2 left_child=1 2 11 15 -5 6 -3 -8 9 18 -6 17 13 -7 -15 -4 -17 19 -9 20 -1 22 -14 -23 26 -26 -25 28 -28 -2 right_child=29 5 3 4 10 12 7 8 -10 -11 -12 -13 21 14 -16 16 -18 -19 -20 -21 -22 23 -24 24 25 -27 27 -29 -30 -31 leaf_value=0.0001209112082399095 4.045587001982496e-05 6.8649648299075271e-05 -0.00086018331592442555 0.0023885603340926091 -0.00020337350263068197 -0.00043166300729238099 9.1745122166307381e-05 0.0042251779302752762 0.0010167009613914026 0.012342374416462715 -0.0021267474242389222 6.9648625978123145e-05 -0.00086881661290847247 -0.0037833428896812296 0.00054239775023468418 -0.00056437389057088793 -0.0034279296244767834 0.00075447479432920721 0.0015101504633534826 -0.00023879938149030781 -0.0025979161439868646 -1.1957018524756325e-05 -3.4083786851112409e-05 -0.00099118151774822932 0.0002588204895603727 -0.0026203635082050784 0.0099375368073635964 0.0011779670637989117 0.0012345282532300753 0.0019824772558763473 leaf_weight=6932 13965 125701 21835 4318 46852 48708 17992 5823 28580 450 9763 292167 52976 5290 2250 4965 11563 10163 9793 21266 16435 279014 139148 6534 71698 4744 862 53329 1264 11400 leaf_count=6932 13965 125701 21835 4318 46852 48708 17992 5823 28580 450 9763 292167 52976 5290 2250 4965 11563 10163 9793 21266 16435 279014 139148 6534 71698 4744 862 53329 1264 11400 internal_value=-1.05603e-05 -2.858e-05 -0.000224358 -0.000817752 -0.00032787 7.37057e-05 0.000447514 0.00120781 0.00165719 0.0027976 -0.000535051 -5.45376e-05 -3.20333e-05 -0.000707917 -0.00249251 -0.00159584 -0.00256772 -0.000716687 0.00252255 -0.00105167 -0.00179059 3.0334e-05 -0.000264252 0.000165913 0.00052442 8.01275e-05 0.00107211 0.00131542 0.00476322 0.000913274 internal_weight=1.32578e+06 1.30042e+06 446259 99296 60933 854156 188339 62638 44646 16066 56615 346963 665817 56248 7540 38363 16528 54796 15616 44633 23367 609569 192124 417445 138431 76442 61989 55455 2126 25365 internal_count=1325780 1300415 446259 99296 60933 854156 188339 62638 44646 16066 56615 346963 665817 56248 7540 38363 16528 54796 15616 44633 23367 609569 192124 417445 138431 76442 61989 55455 2126 25365 cat_boundaries=0 1 2 3 cat_threshold=4198 2192 3472 is_linear=0 shrinkage=0.05 Tree=130 num_leaves=31 num_cat=1 split_feature=4 92 100 67 52 111 61 14 89 53 92 55 63 17 136 53 63 12 52 33 94 12 14 73 65 53 57 64 120 12 split_gain=10.5164 14.4402 13.9026 11.7786 15.299 20.7737 11.8913 12.414 11.658 13.5773 13.5573 11.4199 10.9066 10.2978 11.9973 9.58271 9.53027 9.38531 11.9436 9.36038 8.34094 8.19833 18.0993 20.3563 17.6186 12.4038 11.1151 8.55841 8.01192 7.98993 threshold=12.150000095367433 -0.40853404998779291 -0.42852178215980524 30.054999351501468 9.2150001525878924 -0.93712800741195668 0.75134441256523143 2.0049999952316289 1.0000000180025095e-35 0.54500001668930065 -0.25851632654666895 18.814999580383304 0.55727204680442821 10.405000209808351 0 3.3649998903274541 0.74672701954841625 3.1650000810623173 1.8149999976158144 10.550000190734865 -0.92910584807395924 1.8750000000000002 1.7250000238418581 0.48790223896503454 13.75500011444092 14.434999942779543 335.04093933105474 0.33500000834465032 0.36648726463317877 1.5549999475479128 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=3 2 -2 8 5 -5 7 -7 21 -10 15 -6 -12 -9 16 -11 -15 18 -4 -13 -14 24 23 -23 26 -25 -1 -28 -21 -26 right_child=1 -3 17 4 11 6 -8 13 9 10 12 19 20 14 -16 -17 -18 -19 -20 28 -22 22 -24 25 29 -27 27 -29 -30 -31 leaf_value=-1.2912856565421634e-05 -0.0012871001994159375 0.00043586747928124121 0.0074045889396553146 0.009202553251455161 0.0013090264123515533 0.0016015460407199427 0.0013175971686966643 -0.0013933144347093339 0.0015999322943471143 4.4448709912774723e-05 -0.0036777850353890418 0.00065453146680187328 0.021251122749277526 -0.0078826719345180454 -0.0024676722021210219 -0.0018288191710497726 -0.002343508302278341 0.010326296708582747 0.00092944613133500917 -0.00060182638456339065 0.0014673103513002956 0.00013217059089459777 0.0001329241036098947 0.0039122352746317922 -0.0040843902357762191 0.00017572942145127602 -0.014749131778765832 -0.0026126919372450883 -0.0027251067116126288 -0.0011759010173685277 leaf_weight=672997 1219 46091 1240 431 10669 1876 2590 8619 5048 17102 6213 13219 70 2413 6591 11363 1145 651 1673 32515 223 12776 433041 9083 2857 2940 155 2312 5146 13609 leaf_count=672997 1219 46091 1240 431 10669 1876 2590 8619 5048 17102 6213 13219 70 2413 6591 11363 1145 651 1673 32515 223 12776 433041 9083 2857 2940 155 2312 5146 13609 internal_value=2.27808e-06 0.000707231 0.0033222 -2.58503e-05 -0.00059371 -0.00167416 -0.00187592 -0.00227658 1.48205e-05 -0.000824097 -0.001174 -0.000178289 -0.00323321 -0.00266423 -0.00374355 -0.000703345 -0.00608302 0.00489873 0.00368577 -0.000490164 0.00619382 4.40199e-05 0.000208155 0.00152184 -6.45859e-05 0.00299854 -2.5193e-05 -0.00337522 -0.000891951 -0.00168055 internal_weight=1.32588e+06 50874 4783 1.275e+06 85214 23665 23234 20644 1.18979e+06 40019 34971 61549 6506 18768 10149 28465 3558 3564 2913 50880 293 1.14977e+06 457840 24799 691930 12023 675464 2467 37661 16466 internal_count=1325877 50874 4783 1275003 85214 23665 23234 20644 1189789 40019 34971 61549 6506 18768 10149 28465 3558 3564 2913 50880 293 1149770 457840 24799 691930 12023 675464 2467 37661 16466 cat_boundaries=0 1 cat_threshold=768 is_linear=0 shrinkage=0.05 Tree=131 num_leaves=31 num_cat=0 split_feature=124 56 84 122 55 64 23 74 135 16 24 56 93 92 12 79 108 21 33 21 53 130 89 12 66 68 11 92 115 95 split_gain=9.97329 13.7401 10.7415 15.2955 10.6802 15.1558 18.5417 14.7225 14.0493 12.7926 13.4855 24.7653 13.7357 13.005 12.7658 18.8933 13.3985 12.8966 12.3022 12.0126 12.0034 11.4742 10.7376 10.7284 13.313 11.2749 10.6403 11.5413 10.4958 10.3323 threshold=0.93038213253021251 334.36721801757818 0.78323325514793407 -0.11319890245795249 3.4850000143051152 3.435000061988831 5.5450000762939462 0.73481968045234691 1017.3500061035157 12.50999975204468 267.50000000000006 238.1655197143555 -0.6111149489879607 0.046496680006384856 1.5950000286102297 6.7449998855590829 -0.82301914691925038 8.1949996948242205 15.650000095367433 7.9749999046325692 2.0349999666213994 311.50000000000006 -0.2129973620176315 3.3950001001358037 27.214999198913578 319.03666687011724 10.84999990463257 -0.3316215425729751 -0.79332312941551197 -0.71265825629234303 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 26 5 7 -7 21 22 14 13 -12 -13 -11 17 16 -16 -6 -10 -18 -9 -1 -8 24 29 -26 -4 -28 -14 -17 right_child=2 -3 3 -5 9 6 8 20 18 10 11 12 28 -15 15 23 19 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=3.1020486050297285e-05 5.8572272436901673e-05 -0.0025489307475784835 -0.0001009513094171447 0.0022208284946060963 -0.00097454341937517036 0.0021968621456161653 0.00050152343497228229 -0.0020239138352061768 0.0061610912856925656 -0.00035333250169352574 0.0037098730466614258 0.0060646589612573364 -0.00012526950377849647 -0.0026904092958759964 -0.0035207498674620255 -0.0015157957242769573 0.0026697731709287281 -0.0034429409587053423 -0.01138899932967969 1.6774431718288779e-05 0.00076362623710701533 -0.0031246947158341943 -0.00091536033646119142 0.00064865891268961224 -0.0014202438469705023 -0.0050556528906457975 0.0053559762995888244 0.0010151170045770469 0.00097276561866698982 -7.4148361289186525e-05 leaf_weight=666382 98104 5466 29601 16206 26354 15653 81161 15623 1495 55069 5081 975 102510 6674 1447 16449 9579 6621 107 7694 5130 2893 16009 14531 26046 2323 1795 10421 27629 50849 leaf_count=666382 98104 5466 29601 16206 26354 15653 81161 15623 1495 55069 5081 975 102510 6674 1447 16449 9579 6621 107 7694 5130 2893 16009 14531 26046 2323 1795 10421 27629 50849 internal_value=2.16324e-06 -4.79359e-05 0.000377521 0.000916792 -3.61944e-05 6.50869e-05 0.000598032 -2.32896e-05 0.000344656 -0.000262623 6.99518e-06 0.000284871 0.000152144 -0.000605955 -0.000592271 -0.00036772 0.00110087 -0.00147017 0.00498889 0.00148803 -0.00133485 1.73796e-05 0.000268088 -0.000617198 -0.000809471 -0.00171793 0.000411418 0.00165296 0.000107847 -0.000426516 internal_weight=1.32588e+06 1.16975e+06 156127 58023 1.16428e+06 804453 114425 690028 98772 359831 197938 136195 131114 61743 161893 128918 18720 32975 1602 17273 20753 669275 97170 110198 95667 28369 41817 12216 130139 67298 internal_count=1325877 1169750 156127 58023 1164284 804453 114425 690028 98772 359831 197938 136195 131114 61743 161893 128918 18720 32975 1602 17273 20753 669275 97170 110198 95667 28369 41817 12216 130139 67298 is_linear=0 shrinkage=0.05 Tree=132 num_leaves=31 num_cat=0 split_feature=55 67 16 116 94 23 87 12 80 124 12 29 83 60 15 39 125 31 24 1 21 75 12 8 32 39 95 101 120 79 split_gain=9.40002 16.866 21.5209 21.361 31.1694 19.0022 19.8408 24.8991 18.759 15.961 14.8906 20.1983 14.6085 14.3081 14.282 13.8364 21.504 15.5366 13.7577 13.0737 11.9606 11.723 13.0345 11.325 11.2784 16.9405 12.7939 18.4767 11.408 10.9671 threshold=6.7650001049041757 2.7050000429153447 13.344999790191652 -0.53727915883064259 -0.43419703841209406 5.7049999237060556 0.83094176650047313 1.5850000381469729 272.99104309082037 -0.50751903653144825 1.1950000524520876 1010.3500061035157 332.30766296386724 0.51063862442970287 0.97500002384185802 12.050000190734865 0.90255093574523937 1019.2500000000001 264.50000000000006 348.50000000000006 8.2150001525878924 0.77881956100463878 2.3449999094009404 5.4500000476837167 10.650000095367433 12.449999809265138 0.4106705784797669 0.43098869919776922 0.13052122294902804 6.7449998855590829 decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 18 19 7 20 -1 -9 -10 -12 14 -6 -13 21 17 -17 -5 -3 -7 22 -8 -18 -2 -26 27 -27 -28 -11 right_child=24 2 3 4 13 6 15 9 10 29 11 12 -14 -15 -16 16 23 -19 -20 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31 leaf_value=5.6113057287456222e-05 0.00039099346612572961 0.0011862112727337993 -1.1975926094922181e-05 0.0030688172292402832 0.0036485051476733104 0.00019538896581502795 -0.0013946739634891768 -5.6495510336335935e-05 -0.0013786498945316356 0.004256368940171726 -0.0028362791945133023 0.0029106271695387726 0.0032348467146517223 0.00057262167331389503 -0.00030168395502990484 -0.0005284741340562402 0.0002984636295318939 0.0021141157189730783 0.00911752385178804 0.006698388296260455 -0.0024923957042902781 -0.0019433205805805588 0.001924538808990119 0.0040014045728109333 -0.0011730223646789642 -6.4043229379675732e-05 0.00067490295384432667 -0.0014560852358121122 -0.0012971185534468854 0.0017857946563610734 leaf_weight=690438 55061 30523 12326 1588 5889 33429 6974 8580 42745 6259 6411 3715 3538 10561 50440 62228 3658 6108 2304 1115 4724 20826 5136 4741 54804 79158 54094 34109 8484 15911 leaf_count=690438 55061 30523 12326 1588 5889 33429 6974 8580 42745 6259 6411 3715 3538 10561 50440 62228 3658 6108 2304 1115 4724 20826 5136 4741 54804 79158 54094 34109 8484 15911 internal_value=2.05508e-06 7.18291e-05 0.000436613 0.00163052 0.00262578 0.000251073 5.09771e-05 0.000715894 -3.92961e-05 0.00177462 -0.000655812 -0.000173818 0.000122041 0.00167377 -8.13214e-05 -0.00036677 1.16726e-06 -0.000292274 0.00664955 0.00138047 -0.000137405 -0.001224 1.3045e-05 0.00238867 -0.000251967 -0.000405456 -0.000166236 -0.00048324 0.000407547 0.00248328 internal_weight=1.32588e+06 1.04017e+06 242880 32668 20342 210212 178574 68903 797287 30750 106849 64104 57693 16450 54155 109671 76735 68336 3892 31638 38153 32936 12110 8399 285710 230649 175845 113267 62578 22170 internal_count=1325877 1040167 242880 32668 20342 210212 178574 68903 797287 30750 106849 64104 57693 16450 54155 109671 76735 68336 3892 31638 38153 32936 12110 8399 285710 230649 175845 113267 62578 22170 is_linear=0 shrinkage=0.05 Tree=133 num_leaves=31 num_cat=1 split_feature=4 92 100 67 61 88 92 52 122 76 100 29 107 2 106 12 52 52 55 93 136 81 108 78 85 75 29 29 38 87 split_gain=9.19025 13.0788 12.5025 10.0117 11.7017 10.4504 15.2264 16.8657 10.9499 10.4322 10.1087 16.113 10.8093 9.80518 8.59739 8.4535 10.5671 8.40713 8.00584 7.89704 7.74714 11.6659 8.94683 7.88098 7.86037 7.69075 7.67194 7.57029 7.49987 7.7618 threshold=12.150000095367433 -0.40853404998779291 -0.42852178215980524 36.32500076293946 0.75134441256523143 1.0000000180025095e-35 -0.30537502467632288 2.6750000715255742 -0.39873388409614557 11.025000095367433 0.68448907136917125 1012.0499877929689 -0.67110663652420033 312.50000000000006 -0.76794901490211476 3.1650000810623173 1.8149999976158144 15.59500026702881 3.3850001096725468 0.64521241188049328 0 211.64347839355472 0.9355444908142091 15.864999771118166 0.87296828627586376 0.71992596983909618 1009.4500122070314 1023.3500061035157 12.050000190734865 0.88256579637527477 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=3 2 -2 5 10 -1 7 9 -8 27 14 28 13 -13 -5 16 -4 18 -15 -9 -3 24 23 -23 -22 -17 -11 -7 29 -12 right_child=1 20 15 4 -6 6 8 19 -10 26 11 12 -14 17 -16 25 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=3.4117208383092342e-05 -0.0012214315102320667 -0.00022332937359332129 0.0069914288634437636 -0.0014872116053918599 4.5090132138808003e-05 -0.00034028272828806507 -0.0050108836740452266 -0.0013467655385929252 -0.00098220179307102425 -0.0033331690175044866 -0.0073763544771484005 -0.00076578069824512218 0.00055696452062232386 0.0026766004010070382 0.00060772235238580412 0.017273590249572104 0.0009008369684626546 -0.00018661543974948802 -0.010068980922290881 -0.0073746955209017034 0.00014253409298388506 0.0046037465878731717 0.0061571677671408559 0.0010485164402082171 -0.0061811106121476894 0.0058461537143049387 0.002907282378322374 0.009148211768261489 -0.0043069577056862396 -0.01850926953855209 leaf_weight=1174159 1219 23852 1240 14512 30157 11876 3299 14829 3451 540 576 1534 3118 140 7392 225 1673 406 1027 564 9575 1884 1232 9030 518 426 5600 214 1394 215 leaf_count=1174159 1219 23852 1240 14512 30157 11876 3299 14829 3451 540 576 1534 3118 140 7392 225 1673 406 1027 564 9575 1884 1232 9030 518 426 5600 214 1394 215 internal_value=1.95233e-06 0.000660959 0.00314961 -2.43427e-05 -0.000652255 6.92071e-06 -0.000784029 -0.000348961 -0.00295118 0.000680054 -0.00134599 -0.00281952 -0.00152289 -0.0036101 -0.000780229 0.00464464 0.00349347 -0.00638391 -0.00853995 -0.00156763 0.000402705 0.00107376 0.00211816 0.00166223 -0.000182012 0.00979573 0.00235845 -0.000172331 -0.00651358 -0.0104024 internal_weight=1.32588e+06 50874 4783 1.275e+06 60471 1.21453e+06 40373 33623 6750 18230 30314 8410 6225 3107 21904 3564 2913 1573 1167 15393 46091 22239 12146 10914 10093 651 6140 12090 2185 791 internal_count=1325877 50874 4783 1275003 60471 1214532 40373 33623 6750 18230 30314 8410 6225 3107 21904 3564 2913 1573 1167 15393 46091 22239 12146 10914 10093 651 6140 12090 2185 791 cat_boundaries=0 1 cat_threshold=4300 is_linear=0 shrinkage=0.05 Tree=134 num_leaves=31 num_cat=2 split_feature=29 81 132 39 32 67 12 15 92 60 32 94 84 52 136 122 31 53 124 106 39 53 136 67 109 28 102 12 35 82 split_gain=8.95213 14.7598 22.2416 13.7103 12.1014 14.0764 13.913 20.1524 13.6568 14.1363 11.696 12.5803 11.6624 22.3885 17.0102 21.9389 15.6063 14.0826 12.9432 12.5837 11.9068 11.2346 11.0089 10.3862 11.1973 10.2817 10.6062 17.1357 10.7402 9.90794 threshold=1013.5499877929689 266.64729309082037 1016.5499877929689 8.8499999046325701 9.8499999046325701 36.32500076293946 1.9750000238418581 1.6449999809265139 -0.46089684963226313 0.55387547612190258 15.150000095367433 0.94278177618980419 0.79363888502120983 0.11499999836087228 0 -0.41467745602130884 1015.1499938964845 0.064999999478459372 0.41467745602130895 -0.96379098296165455 10.050000190734865 0.69499999284744274 1 4.305000066757203 0.61910462379455578 1024.6499633789065 0.7644048035144807 2.5149999856948857 17.150000572204593 346.40719604492193 decision_type=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 2 2 2 2 left_child=1 -1 3 -3 -5 6 8 -8 -6 -10 11 -4 -2 16 19 20 17 -14 -17 -15 -16 22 -9 24 -22 26 -21 28 -28 -7 right_child=12 2 10 4 5 29 7 21 9 -11 -12 -13 13 14 15 18 -18 -19 -20 25 23 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=3.8698862658538632e-05 -3.9888223605930946e-05 -0.0051459266553328768 0.0014848590204094732 0.0014655457282757261 -0.00057829920902798004 -0.0025696720575982442 0.0035079186192669646 0.0055681804387912384 -0.0026189786728952912 -2.4790733776718614e-05 -0.0042409615320996392 0.018857425561263449 0.0097465809799679795 0.0034067851155111756 -0.0025436873868191477 6.1618705325338938e-05 0.0012843103589447093 0.0023311693541310289 0.0012852794684422323 0.00087453062198766221 -0.00031669891120225939 -0.00057626066916552571 0.0001996493049794327 0.00010493872245718024 -0.0019233550818513431 0.0031314802580018593 -0.0022881829827598433 0.0013721333807329445 0.0061661759435379764 -0.017280665964112971 leaf_weight=257351 602547 1775 13825 6036 45288 8600 3731 1498 21288 6971 908 105 1361 4574 6043 44883 4082 1209 41677 65145 34097 39863 2618 74087 15902 4186 9010 6709 392 116 leaf_count=257351 602547 1775 13825 6036 45288 8600 3731 1498 21288 6971 908 105 1361 4574 6043 44883 4082 1209 41677 65145 34097 39863 2618 74087 15902 4186 9010 6709 392 116 internal_value=1.85462e-06 -0.000192336 -0.000581908 -0.000779984 -0.000723006 -0.000824643 -0.000685136 -2.01622e-05 -0.00111651 -0.00197904 0.00125741 0.00161581 8.87775e-05 0.000336186 0.000273945 3.39256e-05 0.00320596 0.00625816 0.000650788 0.000851627 -0.0003764 -0.00031947 0.00216752 -0.000270853 -0.00082769 0.00071494 0.000590449 -0.000558236 -0.00193569 -0.00276546 internal_weight=1.32588e+06 409973 152622 137784 136009 129973 121257 47710 73547 28259 14838 13930 915904 313357 306705 216689 6652 2570 86560 90016 130129 43979 4116 124086 49999 85442 81256 16111 9402 8716 internal_count=1325877 409973 152622 137784 136009 129973 121257 47710 73547 28259 14838 13930 915904 313357 306705 216689 6652 2570 86560 90016 130129 43979 4116 124086 49999 85442 81256 16111 9402 8716 cat_boundaries=0 1 2 cat_threshold=1300 3331 is_linear=0 shrinkage=0.05 Tree=135 num_leaves=31 num_cat=1 split_feature=124 56 20 136 69 32 39 92 7 94 52 4 4 92 54 41 20 53 127 96 69 76 79 67 52 72 92 60 38 107 split_gain=8.33683 14.097 11.4395 11.3231 17.7595 12.8257 11.5188 11.263 19.5879 10.4882 8.97219 8.76388 8.62157 10.904 8.48237 7.72594 7.53904 8.7061 8.77942 7.5018 7.49801 8.48385 19.0623 19.4772 12.7241 12.5339 13.5082 9.87493 9.13232 9.04588 threshold=0.93038213253021251 334.36721801757818 6.4549999237060556 0 292.02024841308599 12.050000190734865 9.1500000953674334 -0.30537502467632288 7.3500001430511483 0.58437734842300426 0.35500000417232519 9.2500000000000018 13.750000000000002 0.39624862372875219 2.8349999189376835 9.7500000000000018 6.3350000381469735 0.14500000327825549 0.94260558485984813 0.25673778355121618 322.07661437988287 9.0850000381469744 11.75500011444092 0.95499998331069957 0.55500000715255748 0.54785746335983287 -0.35758313536643976 0.31509949266910559 9.5500001907348651 -0.76393666863441456 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 12 -5 6 16 8 10 -3 -2 -10 20 14 -14 -8 17 18 -6 -9 21 -1 23 -23 -24 26 -26 -28 -27 -30 right_child=7 2 -4 4 5 -7 15 19 11 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 24 -25 25 28 27 -29 29 -31 leaf_value=1.6715259892196419e-05 0.0062062710533067264 -0.0025521538337386434 0.00035756730922400208 -6.2242970563990523e-05 0.008113880669118308 -0.0013908981790995488 1.9017014970987873e-05 0.00018152504636942472 0.0034433884573861978 -0.0086202825207247185 0.00037791306623280712 0.0097681544871481146 0.011046402157028727 0.00078813387846326719 0.0030615676360541415 -0.0049539864633930154 -0.00043544258223125867 -0.0052764825439067693 -0.007998161667972686 -0.017502179521446427 -0.0011330524944845747 -0.001379553270122927 0.0030265979222942243 0.001719690132786964 -0.00012807285751587275 -0.014225618937476115 -0.0065023869436053724 -0.0018745697334948087 -0.00040811017290425596 0.00069328971653587472 leaf_weight=441936 689 2386 2061 463967 257 47445 51631 135539 3870 1015 15856 638 491 4863 1031 793 2423 2526 126 60 12137 5831 3458 38812 6728 110 1816 3156 34237 40928 leaf_count=441936 689 2386 2061 463967 257 47445 51631 135539 3870 1015 15856 638 491 4863 1031 793 2423 2526 126 60 12137 5831 3458 38812 6728 110 1816 3156 34237 40928 internal_value=-1.79266e-06 -4.76501e-05 -0.00258185 -3.57657e-05 -0.000195233 -0.000781778 -0.000281401 0.000340755 0.00141672 -0.00436314 0.000620629 0.00433851 0.000116643 0.00194408 0.00563749 -5.62079e-05 -0.00249549 -0.00421138 0.00281331 0.0001737 9.68399e-05 0.00012271 0.000469498 0.00131489 5.21657e-05 -6.60934e-05 -0.00158856 -0.00356486 0.000170544 0.000191612 internal_weight=1.32682e+06 1.17016e+06 5462 1.1647e+06 569168 105201 57756 156652 21053 3401 16545 4508 595534 6385 1522 52424 5332 2909 383 135599 589149 577012 135076 44643 90433 86975 11700 4972 75275 75165 internal_count=1326816 1170164 5462 1164702 569168 105201 57756 156652 21053 3401 16545 4508 595534 6385 1522 52424 5332 2909 383 135599 589149 577012 135076 44643 90433 86975 11700 4972 75275 75165 cat_boundaries=0 1 cat_threshold=7435 is_linear=0 shrinkage=0.05 Tree=136 num_leaves=31 num_cat=1 split_feature=29 85 38 33 84 52 136 39 98 12 124 31 54 86 4 35 18 15 83 15 56 78 56 33 30 27 56 75 32 73 split_gain=8.11863 15.276 16.4628 16.1423 10.9275 17.3569 15.1055 15.1855 13.4296 13.2566 13.0357 12.4691 11.9028 15.1854 14.767 11.3165 10.7483 13.5949 10.3593 10.1758 9.89781 9.79163 9.68486 9.5226 9.39653 10.3143 9.47068 8.96691 8.96381 8.87579 threshold=1013.4500122070314 0.84235677123069774 11.949999809265138 12.34999990463257 0.79267975687980663 0.11499999836087228 0 9.3499999046325701 -0.63518199324607838 3.1250000000000004 -0.73724925518035878 1015.1499938964845 10.125000000000002 0.81112828850746166 6.4500000476837167 9.5500001907348651 6.9049999713897714 1.0950000286102297 277.03976440429693 1.1250000000000002 113.86207199096681 4.2249999046325692 250.92921447753909 9.6500000953674334 1021.5499877929689 333.50000000000006 113.86207199096681 0.91463696956634533 10.150000095367433 0.57300671935081493 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 23 -4 22 11 7 28 10 19 -8 16 13 14 -12 -15 17 -6 -13 -10 21 -5 -2 -3 25 26 -17 -25 -7 -20 right_child=4 2 3 20 5 6 8 -9 9 -11 12 18 -14 15 -16 24 -18 -19 29 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-6.9836837070507331e-06 4.5655192571763598e-05 0.0012617782912200948 0.0013799241702188091 -0.0079806783900790036 0.0038527978918472348 -0.0078132695678766791 -0.00076028847849748124 -0.00010179998439463864 0.0025054115810355499 0.0021693177968764069 0.0015572527531154106 -0.0018665039120016964 0.00027937589211783431 -0.0015120043289946878 0.004739926397521077 -0.0035945003836029485 0.0026056314304279847 0.01444335051348068 -0.0014209927889390593 -0.0012493738258243555 -0.00053635725452577296 -0.0018507682264235126 -0.00048372785219614887 -0.002144870830827593 0.0029023284134935871 0.0039298685033685053 0.00083660376926167129 -0.0074462117015908977 0.0018930451462391574 0.005208796990242911 leaf_weight=295104 503440 1977 10954 812 631 1001 13501 126368 1971 4043 11415 1733 54379 4539 5354 1231 1495 583 723 21350 69207 3295 104294 16565 6324 2656 59048 838 312 1673 leaf_count=295104 503440 1977 10954 812 631 1001 13501 126368 1971 4043 11415 1733 54379 4539 5354 1231 1495 583 723 21350 69207 3295 104294 16565 6324 2656 59048 838 312 1673 internal_value=-1.70303e-06 -0.000190391 -0.000712583 -0.000410388 7.93685e-05 0.000315688 0.000261331 -0.00015737 0.000549022 -0.000473813 0.000725701 0.00280774 0.000864114 0.00121521 0.00257342 0.000906583 0.00544371 0.00893871 0.0010783 -0.000932034 -0.000677882 -0.00306272 -4.51929e-05 -0.00202658 0.00106509 0.000880475 0.000746113 -0.00240014 -0.00550682 0.00320824 internal_weight=1.32682e+06 398752 103648 84268 928064 320330 313492 127681 185811 27364 158447 6838 144946 90567 16769 73798 2709 1214 4129 23321 73314 4107 607734 19380 69259 62935 60279 17403 1313 2396 internal_count=1326816 398752 103648 84268 928064 320330 313492 127681 185811 27364 158447 6838 144946 90567 16769 73798 2709 1214 4129 23321 73314 4107 607734 19380 69259 62935 60279 17403 1313 2396 cat_boundaries=0 1 cat_threshold=6752 is_linear=0 shrinkage=0.05 Tree=137 num_leaves=31 num_cat=2 split_feature=55 52 92 54 56 60 55 52 98 76 9 21 54 94 26 52 68 136 92 116 3 136 54 11 60 67 93 90 53 4 split_gain=7.58995 11.903 22.5763 27.3893 19.1417 28.2253 19.7383 26.586 14.8513 14.2558 18.7164 13.5761 13.2403 13.0116 12.5624 12.3302 11.908 11.1054 11.0055 13.5776 12.6907 13.631 11.7381 12.1824 10.8474 10.8292 10.5457 11.6329 10.3894 10.3993 threshold=18.025000572204593 5.4849998950958261 -0.95704299211502064 5.3750000000000009 253.28467559814456 0.3588987290859223 2.9850000143051152 1.7749999761581423 -0.60391032695770253 16.454999923706058 1.3499999642372134 7.4749999046325692 1.6250000000000002 0.49460479617118841 313.50000000000006 0.31499999761581426 230.66133117675784 0 -0.30537502467632288 0.93663650751113903 113.50000000000001 1 1.044999957084656 4.0499999523162851 0.64412489533424389 15.684999942779543 0.19502734392881396 -0.4038491398096084 3.5649999380111699 11.750000000000002 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 2 2 2 left_child=1 4 13 8 9 15 7 -7 17 24 -11 -8 -9 -3 -13 -6 -17 -4 19 20 -12 28 23 -20 -1 -5 -18 -28 -22 -30 right_child=-2 2 3 25 5 6 11 12 -10 10 18 14 -14 -15 -16 16 26 -19 22 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=4.3213363940560015e-05 -0.00033525019527503924 -0.0011231738215776884 0.00098211052986052201 -1.6182056082122956e-05 0.00063681836061587813 -0.00040203933170489617 -0.00035519840378255853 0.0039681867398416509 -0.00038632636394541351 0.0052389297435755039 -0.0015460770325241232 -0.0018265518186675823 0.0011783130471103326 -0.010008523198192495 -0.0071938971787127541 -0.005554234357131321 -0.0010369204090793093 0.0032551769925061877 -0.0090330698983835996 0.0064399957340198315 0.0030746662821061112 8.506735293217775e-05 -0.0042927847375115579 0.0015030419569359945 -0.0012169986716557609 0.0009681192048224649 -0.0019887530000990352 -0.0054136916719878941 -0.0011653460284298009 0.0085444374040782676 leaf_weight=804615 151060 15876 8087 90418 5678 28426 28669 5788 5462 2425 4668 8389 16033 423 1253 2058 25450 16180 303 1129 10954 12602 2114 2902 17446 40442 11726 3144 2790 306 leaf_count=804615 151060 15876 8087 90418 5678 28426 28669 5788 5462 2425 4668 8389 16033 423 1253 2058 25450 16180 303 1129 10954 12602 2114 2902 17446 40442 11726 3144 2790 306 internal_value=-1.61788e-06 4.12469e-05 0.000419292 0.000599249 -2.57006e-05 -0.000575591 -4.61696e-05 0.000605636 0.00196923 6.14231e-05 0.000980867 -0.000901049 0.00191832 -0.00135377 -0.00252405 -0.00155121 -0.00184438 0.00249942 0.000707466 0.00105303 0.000858843 0.00128006 -0.00140067 0.00050696 1.64688e-05 0.000288014 -0.00165502 -0.0027129 0.00235015 -0.000205658 internal_weight=1.32682e+06 1.17576e+06 176888 160589 998868 136614 88558 50247 29729 862254 40193 38311 21821 16299 9642 48056 42378 24267 37768 32449 31320 26652 5319 3205 822061 130860 40320 14870 14050 3096 internal_count=1326816 1175756 176888 160589 998868 136614 88558 50247 29729 862254 40193 38311 21821 16299 9642 48056 42378 24267 37768 32449 31320 26652 5319 3205 822061 130860 40320 14870 14050 3096 cat_boundaries=0 1 2 cat_threshold=6306 1443 is_linear=0 shrinkage=0.05 Tree=138 num_leaves=31 num_cat=3 split_feature=87 123 64 11 16 5 8 104 14 136 107 14 136 100 124 12 21 76 69 23 89 52 16 17 136 134 85 55 70 92 split_gain=8.0091 10.386 14.8707 10.2699 12.9124 12.6539 9.45844 24.2015 19.0786 17.3656 23.7788 32.368 16.7049 13.9243 13.0825 15.5345 12.3789 12.0521 10.715 14.0904 15.2087 11.233 10.6231 14.149 10.1609 11.0112 9.86946 13.7022 10.3387 9.10677 threshold=0.89382928609848034 -0.90255093574523915 0.7150000035762788 6.9500000476837167 5.7200000286102304 5.8500001430511483 8.1500000953674334 -0.90440598130226124 2.4050000905990605 0 -0.56457975506782521 1.575000047683716 1 0.35161656141281133 0.095842104405164733 2.6650000810623173 6.9949998855590829 31.045000076293949 302.19625854492193 6.9049999713897714 -0.93350380659103382 2.185000061988831 14.039999961853029 10.405000209808351 2 1020.0499877929689 0.87188550829887401 1.075000047683716 294.87040710449224 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0.0095038272023309014 -0.0021022931406006625 leaf_weight=740025 5564 4290 58727 353 3539 326 12152 4117 13210 251797 80910 4051 3257 4094 295 4581 2958 4488 8344 3453 48195 19848 1734 943 5730 136 9757 21810 957 7175 leaf_count=740025 5564 4290 58727 353 3539 326 12152 4117 13210 251797 80910 4051 3257 4094 295 4581 2958 4488 8344 3453 48195 19848 1734 943 5730 136 9757 21810 957 7175 internal_value=-1.53536e-06 -0.000511389 -0.000746686 0.00100443 0.00286514 0.00918092 2.8063e-05 0.000223683 0.00155406 0.000113817 0.000581714 0.00144301 0.00259636 0.00431105 0.00087488 -0.000857145 0.00470347 -6.83292e-05 -8.22087e-05 -0.000580474 -0.00104588 0.000211598 -0.00263894 -0.00325057 -0.0045727 -0.00534237 0.00133043 0.00189441 0.00698118 -0.000796133 internal_weight=1.32682e+06 72799 63017 9782 4218 679 1.25402e+06 413946 31577 382369 130572 49662 18367 8211 41451 8632 6215 840071 835583 95558 60191 35367 11996 10262 6809 5866 32819 23062 1252 15519 internal_count=1326816 72799 63017 9782 4218 679 1254017 413946 31577 382369 130572 49662 18367 8211 41451 8632 6215 840071 835583 95558 60191 35367 11996 10262 6809 5866 32819 23062 1252 15519 cat_boundaries=0 1 2 3 cat_threshold=1330 6244 144 is_linear=0 shrinkage=0.05 Tree=139 num_leaves=31 num_cat=2 split_feature=103 92 116 12 52 11 104 136 21 124 86 83 0 111 22 39 136 74 31 121 32 39 39 75 73 52 30 16 116 89 split_gain=7.5529 14.0537 13.8639 12.0142 11.7197 12.3227 10.4986 11 23.9664 12.3988 10.4717 10.3762 10.2712 18.2029 13.1587 12.4488 11.7225 10.2418 10.1509 9.72589 9.53822 9.40714 9.33867 8.96174 8.93402 12.1626 9.75869 10.0311 9.85569 9.15127 threshold=0.25687792897224432 -0.30537502467632288 -0.3172925859689712 1.8750000000000002 0.074999999254941954 7.9500000476837167 -0.94654560089111317 0 7.9749999046325692 -0.63605400919914235 0.858473300933838 178.37595367431643 172.50000000000003 0.32796296477317816 7.4449999332427987 13.050000190734865 1 0.91699379682540905 1014.8500061035157 -0.87878364324569691 10.150000095367433 17.94999980926514 7.2500000000000009 0.68600156903266918 0.66636618971824657 0.78499999642372142 1021.9500122070314 13.344999790191652 -0.043617725372314446 -0.11170284822583197 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 2 left_child=1 3 -3 4 5 -1 7 11 9 18 -7 -2 15 14 16 20 -14 22 -9 -18 -5 -15 -8 -23 25 -6 27 -26 -29 -27 right_child=6 2 -4 12 24 10 17 8 -10 -11 -12 -13 13 21 -16 -17 19 -19 -20 -21 -22 23 -24 -25 26 29 -28 28 -30 -31 leaf_value=0.0016544205911138655 -0.0036207745586678422 -0.0020824655107787803 -0.00040921568016470471 0.0039846120637773005 0.0017989119690279319 0.023388249399326742 -0.0063103323292034068 -0.0028369162037315395 0.00033237335444574658 0.004834297360717759 0.0063072856725047135 0.00033014502117684007 0.0039288102319105364 7.8272172204959397e-05 0.00087198499538497032 0.0024168688612653346 0.022293956238295762 -0.0013522756105708725 0.0034331484781234055 0.0089067498236598871 -0.0028430689331965043 0.0043068014581679323 4.7029660872332187e-05 0.022812529926741265 -0.0016697978618830653 0.00023577017339435226 0.003367050333743168 7.6352272479603391e-05 0.0082820028591632146 -0.0010732925007511851 leaf_weight=1526 1776 13605 137436 598 9881 125 578 1132 15116 6190 318 25845 1587 5597 1356 2901 155 13326 1502 1088 3537 359 978171 80 19577 57684 1290 6722 387 17371 leaf_count=1526 1776 13605 137436 598 9881 125 578 1132 15116 6190 318 25845 1587 5597 1356 2901 155 13326 1502 1088 3537 359 978171 80 19577 57684 1290 6722 387 17371 internal_value=-1.45797e-06 -0.000230473 -0.000559933 0.000146115 -3.86732e-05 0.00378562 6.0683e-05 0.000756303 0.00154044 0.00361168 0.011127 7.60777e-05 0.00137619 0.00238819 0.00492184 -9.40592e-05 0.00686234 2.45297e-05 0.000738497 0.0104917 -0.00185566 0.000631086 4.32753e-05 0.00767914 -0.000105363 0.00014989 -0.000880318 -0.00108564 0.000523052 -6.7204e-05 internal_weight=1.32682e+06 283180 151041 132139 114881 1969 1.04364e+06 51561 23940 8824 443 27621 17258 10222 4186 7036 2830 992075 2634 1243 4135 6036 978749 439 112912 84936 27976 26686 7109 75055 internal_count=1326816 283180 151041 132139 114881 1969 1043636 51561 23940 8824 443 27621 17258 10222 4186 7036 2830 992075 2634 1243 4135 6036 978749 439 112912 84936 27976 26686 7109 75055 cat_boundaries=0 1 2 cat_threshold=2273 2224 is_linear=0 shrinkage=0.05 Tree=140 num_leaves=31 num_cat=3 split_feature=88 52 92 60 30 39 32 58 11 136 108 71 55 33 101 88 30 35 73 136 39 56 60 109 21 125 136 59 52 7 split_gain=8.67567 13.3701 7.88701 9.83926 7.94839 7.80522 16.3305 27.2836 12.4675 13.8674 12.3188 11.8125 20.7436 18.9854 13.425 13.9772 12.6559 12.584 12.3533 10.0584 9.6707 9.52076 10.3339 10.1656 9.58077 10.4567 9.27858 9.22851 9.17754 13.0486 threshold=1.0000000180025095e-35 0.70499998331069957 -0.30537502467632288 0.22708204388618472 1015.5499877929689 12.250000000000002 10.84999990463257 234.63471221923831 15.550000190734865 0 -0.93657124042510975 290.20242309570318 1.3450000286102297 12.449999809265138 0.58799776434898388 -0.9157067835330962 1018.4500122070314 15.550000190734865 0.86325284838676464 1 10.449999809265138 280.00849914550787 0.43359622359275823 -0.072321910411119447 4.8650000095367441 0.38266885280609136 2 334.90411376953131 12.454999923706056 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 left_child=5 -2 3 -3 -4 6 -1 -8 9 20 -11 21 16 -14 26 18 17 -13 -16 -18 -9 23 -23 24 25 27 -15 -7 29 -12 right_child=1 2 4 -5 -6 11 7 8 -10 10 28 12 13 14 15 -17 19 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00013968091419275206 0.001265520179144803 0.003005165380500387 -0.0048925598637891239 -0.0010260948143473981 -0.00085285860428003656 0.0022973753916840562 -2.1728274703660504e-05 -0.0040988042007217805 0.0014168899989755797 -0.0061112382211461124 0.0035194580772605895 0.00078709257850425153 0.0011330003981700502 0.00095077911021840223 -0.0012583575064903357 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threshold=1.0000000180025095e-35 3.304999947547913 0.35121035575866705 0.26508088409900671 -0.43049471080303187 0 0.608738273382187 -0.021790530532598492 3.0249999761581425 -0.087438672780990587 16.349999427795414 -0.20527796447277066 13.934999942779543 8.6350002288818377 0.33379416167736059 1016.8500061035157 243.50000000000003 15.650000095367433 35.164999008178718 0.064999999478459372 13.344999790191652 34.585000991821296 8.8499999046325701 23.554999351501468 1 0.6398393213748933 0.28400452435016638 0.091761749237775816 203.68487548828128 37.854999542236335 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=12 2 3 11 -4 6 7 -5 -8 10 -7 -2 13 15 -15 16 -1 23 19 -18 21 25 -19 -17 -16 26 -14 -28 -29 -30 right_child=1 -3 4 5 -6 9 8 -9 -10 -11 -12 -13 20 14 24 17 18 22 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=2.5716547665033142e-05 -0.0012364093989192008 0.0053457074314629347 -0.0052449319664717988 5.7970510382013388e-05 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-0.00286437 -0.000964124 0.000234869 -0.00135119 0.00225969 -0.0014681 -0.00115511 0.0015869 1.37904e-05 6.06217e-05 0.000624947 1.50226e-05 1.92223e-06 0.00228091 -0.00218103 -0.00179568 -0.000271209 -0.000662148 -0.00689395 0.00306345 0.00122943 -0.000952631 -0.00131917 -0.00198332 -0.00136418 -0.00119861 internal_weight=1.3264e+06 42242 41595 36556 5039 30073 8907 4994 3913 21166 19134 6483 1.28416e+06 1.10293e+06 82457 1.02047e+06 1.01461e+06 5866 10940 10442 181234 83226 461 5405 43443 66770 47157 29326 23502 22964 internal_count=1326405 42242 41595 36556 5039 30073 8907 4994 3913 21166 19134 6483 1284163 1102929 82457 1020472 1014606 5866 10940 10442 181234 83226 461 5405 43443 66770 47157 29326 23502 22964 cat_boundaries=0 1 2 cat_threshold=7552 5136 is_linear=0 shrinkage=0.05 Tree=142 num_leaves=31 num_cat=2 split_feature=103 92 52 57 91 4 136 82 94 69 1 33 8 56 15 30 12 12 25 67 88 52 117 54 57 9 23 64 135 136 split_gain=7.65731 10.412 10.6512 8.85495 7.8835 7.793 12.3676 18.7858 13.2413 9.61746 14.1639 12.7086 12.3575 11.7754 10.6358 15.0118 11.5694 10.9369 11.2643 10.3627 9.87156 9.55822 9.50612 10.308 9.08402 15.2484 12.3342 11.033 9.56414 8.90281 threshold=-0.15747343003749845 -0.23477246612310407 2.4650000333786015 296.46701049804693 -0.88461226224899281 10.550000190734865 0 215.49776458740237 -0.33292698860168451 303.78060913085943 94.500000000000014 12.050000190734865 4.1499998569488534 68.635654449462905 1.9950000047683718 1022.7500000000001 2.245000004768372 2.2549999952316289 344.50000000000006 35.655000686645515 -0.9157067835330962 26.345000267028812 0.98321744799613964 14.664999961853029 300.02185058593756 1.0000000180025095e-35 7.9249999523162851 22.535000801086429 1018.6499938964845 1 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 1 left_child=1 -1 3 4 -3 9 7 -7 -9 -2 11 22 13 -12 15 16 -14 18 -16 -19 -15 -21 23 29 25 26 -13 28 -27 -11 right_child=5 2 -4 -5 -6 6 -8 8 -10 10 12 24 14 20 17 -17 -18 19 -20 21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-6.522701166561165e-05 4.787385120500286e-05 -0.0001247668682954792 -0.00043388673578155816 -0.0063473857123732356 -0.0026947720240399096 0.00012324643360656635 0.00016956707411942262 0.0083111086915254734 0.0024581071825010709 0.00045410288042919744 -0.0090193362059461345 0.0018096478817051745 -0.00032538884619800194 -0.0031672885041804442 -0.0016343007780303051 0.0044945960284453069 0.002762271950451459 0.00026176110661546532 -0.010899012768362276 -0.0028049738442297739 -0.00087196301178967374 0.00021811399731182205 -0.0048970059650402502 0.00010030412132560612 0.00095682596024492753 -0.0017528776800815908 -0.0038800105701514119 -0.0054976119128909489 0.0049398116741015165 0.0040515350036485496 leaf_weight=79452 947517 4624 24493 1157 8413 11402 88475 1084 8900 2459 537 6008 25311 6563 18516 2029 3447 24542 334 6516 16363 4367 534 4939 10577 8407 1132 1927 570 5810 leaf_count=79452 947517 4624 24493 1157 8413 11402 88475 1084 8900 2459 537 6008 25311 6563 18516 2029 3447 24542 334 6516 16363 4367 534 4939 10577 8407 1132 1927 570 5810 internal_value=-8.57331e-06 -0.000392771 -0.00106545 -0.00215527 -0.00178324 2.89919e-05 0.000430506 0.00150924 0.00309359 -1.1167e-05 -0.00038192 0.000393443 -0.000684585 -0.00170047 -0.000404368 0.000337973 4.47053e-05 -0.000825455 -0.00179846 -0.000307708 -0.00152904 -0.00159191 0.00164325 0.00190767 -0.000206635 -0.000888631 0.00090759 -0.00206481 -0.00132792 0.00298719 internal_weight=1.3264e+06 118139 38687 14194 13037 1.20827e+06 109861 21386 9984 1.0984e+06 150888 42363 108525 23463 85062 30787 28758 54275 18850 35425 22926 10883 13742 13208 28621 18044 7140 10904 8977 8269 internal_count=1326405 118139 38687 14194 13037 1208266 109861 21386 9984 1098405 150888 42363 108525 23463 85062 30787 28758 54275 18850 35425 22926 10883 13742 13208 28621 18044 7140 10904 8977 8269 cat_boundaries=0 1 2 cat_threshold=3122 192 is_linear=0 shrinkage=0.05 Tree=143 num_leaves=31 num_cat=2 split_feature=90 12 94 62 122 76 92 67 55 61 39 32 56 76 32 79 52 64 52 67 116 136 75 92 136 18 40 87 7 30 split_gain=7.41278 8.6037 8.80687 12.7249 8.69111 7.66691 7.44181 7.8811 9.01916 8.54795 7.36627 14.0633 22.4454 12.0614 20.7829 15.0521 12.4825 11.5713 11.3247 11.0485 12.0145 10.6229 9.80386 9.65038 9.13468 12.6518 12.558 8.91202 11.1589 12.043 threshold=1.0000000180025095e-35 3.304999947547913 0.35121035575866705 0.28561921417713171 -0.43049471080303187 19.98499965667725 -0.30537502467632288 1.2749999761581423 1.0149999856948855 0.37864075601100927 12.250000000000002 11.949999809265138 240.87440490722659 10.815000057220461 12.250000000000002 12.114999771118166 1.0950000286102297 3.0749999284744267 0.51499998569488536 0.83499997854232799 0.82409480214118969 0 0.93808037042617809 -0.050909370183944695 1 11.120000362396242 9.6500000953674334 0.8595380187034608 13.449999809265138 1021.5499877929689 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 1 2 2 2 2 2 left_child=10 2 3 5 -4 -2 -5 -8 -9 -10 11 27 -13 -12 18 19 23 -18 -15 -16 -21 -14 -19 -17 -20 26 -26 -1 29 -29 right_child=1 -3 4 6 -6 -7 7 8 9 -11 13 12 21 14 15 16 17 22 24 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00010253704661916745 0.00041682709299072323 0.0050616255466458485 -0.0049654565770633867 -0.00065465380053982122 -0.00079799043013765742 0.0040398515316383676 -0.0066352956933747667 0.0028429085372098178 -0.0052770268434334886 0.001131824792133576 5.8753382363329904e-06 -0.00013945699143105489 -0.00036808213448275348 0.0068534312984321541 -0.0012239625173295617 0.0033754678787720699 -0.0020624196406209151 -0.00011533071392466642 2.825002932076443e-05 0.0010198355693229659 0.0045456729058979814 -0.0025225308681206221 -0.0060186479499274755 -5.5497258022945601e-05 0.0034042018393117997 0.00092551349890421404 -0.0074924998891609034 -0.0012867229389544462 0.0017857735667920053 0.0010499627997245611 leaf_weight=248016 6973 647 2310 23450 2729 1847 1071 820 1631 764 752303 50530 8042 972 5029 4056 9313 64997 9234 32529 2610 19946 711 4143 10865 15359 271 34446 4226 6565 leaf_count=248016 6973 647 2310 23450 2729 1847 1071 820 1631 764 752303 50530 8042 972 5029 4056 9313 64997 9234 32529 2610 19946 711 4143 10865 15359 271 34446 4226 6565 internal_value=-8.14288e-06 -0.000659862 -0.000748858 -0.00047874 -0.00270846 0.00117553 -0.00100479 -0.00292052 -0.00168303 -0.00323262 1.32951e-05 -0.000174307 -0.000768616 8.97369e-05 0.000483826 0.000173124 -0.000210547 -0.000412987 0.0015284 0.000968013 0.00128172 -0.00190451 -0.000179208 0.00164178 0.00138353 0.00185516 0.00313903 -1.51812e-05 -0.000660583 -0.000912669 internal_weight=1.3264e+06 42242 41595 36556 5039 8820 27736 4286 3215 2395 1.28416e+06 371771 78518 912392 160089 123388 83220 75021 36701 40168 35139 27988 65708 8199 35729 26495 11136 293253 45237 41011 internal_count=1326405 42242 41595 36556 5039 8820 27736 4286 3215 2395 1284163 371771 78518 912392 160089 123388 83220 75021 36701 40168 35139 27988 65708 8199 35729 26495 11136 293253 45237 41011 cat_boundaries=0 1 2 cat_threshold=2118 6214 is_linear=0 shrinkage=0.05 Tree=144 num_leaves=31 num_cat=1 split_feature=24 88 84 16 98 4 92 24 92 93 55 52 17 12 14 54 56 60 93 61 136 52 55 31 75 76 7 21 93 52 split_gain=7.37744 9.8284 9.60906 9.17017 9.20591 8.95503 9.09721 8.10766 23.5117 8.18699 8.00759 16.3052 12.8931 13.4701 16.4809 12.721 11.8863 21.5864 12.7214 21.0256 11.8438 11.3557 18.9224 11.161 10.3724 10.2223 10.0528 9.81082 9.62261 11.3698 threshold=197.50000000000003 -0.94338819384574879 0.83445271849632274 18.219999313354496 -0.46278131008148188 13.750000000000002 -0.96897721290588368 238.50000000000003 -0.25851632654666895 -0.25670444965362543 4.4249999523162851 4.0750000476837167 13.344999790191652 1.8049999475479128 1.935000002384186 3.304999947547913 258.06268310546881 0.33244140446186071 -0.65452554821968068 0.2863528728485108 0 1.4149999618530276 1.8750000000000002 1028.850036621094 0.50569200515747081 10.114999771118166 13.750000000000002 8.1750001907348651 0.15322440862655642 0.39499999582767492 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 7 10 -7 -5 -9 -10 11 16 13 23 -15 24 18 28 19 25 -21 26 -23 27 -13 -2 -19 -12 29 -18 right_child=3 -3 -4 4 -6 6 -8 8 9 -11 12 15 -14 14 -16 -17 17 21 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00089101812751020578 0.0013627071035484531 -0.00033183866425276308 -0.0062214067685049746 -0.0018675956104215953 -4.8090173655954236e-05 0.013639377850452312 0.0010974735850510905 0.01008646585467772 0.0076083364374632048 0.0013430469945447162 -0.00083735912811060478 -0.00018725562882810929 0.0001404591178365218 0.0013352334688848094 -0.00042635768397999052 0.00044920065733256953 0.0019640953981142745 -0.00093187531665577341 4.4360571597433484e-06 -0.00050167329425020168 0.00082068411575183207 0.0021994885593179625 -0.00037561443687215485 0.0065970533730969633 0.002945975035937274 0.0042500305442696659 0.0048844676988551031 -0.0024142956367670821 -0.0028848560970310289 -0.0015368379160188338 leaf_weight=2114 7593 91956 1409 1163 9649 146 14912 935 557 8161 37533 3485 141340 14950 118667 39126 2778 24632 648386 27086 45144 12142 17296 457 10912 5141 766 13379 10550 14040 leaf_count=2114 7593 91956 1409 1163 9649 146 14912 935 557 8161 37533 3485 141340 14950 118667 39126 2778 24632 648386 27086 45144 12142 17296 457 10912 5141 766 13379 10550 14040 internal_value=-7.73682e-06 -0.000431133 -0.00302287 2.51047e-05 0.00107468 7.35977e-06 0.00121908 0.0020763 0.00255147 0.00174334 -7.90375e-06 7.13939e-05 -0.000219091 -0.000493807 -0.000229259 0.000916789 1.59125e-05 -0.00055422 7.98208e-05 0.000655104 0.000324849 1.81835e-05 0.000686513 -0.00118193 0.00218753 0.00252838 -0.000756455 -0.00125176 -0.00170112 -0.000958553 internal_weight=1.3264e+06 95479 3523 1.23093e+06 20465 1.21046e+06 15058 10816 9653 8718 1.1954e+06 869077 326326 184986 133617 53523 815554 82204 733350 84964 72230 54836 29438 51369 14397 12734 25398 50912 27368 16818 internal_count=1326405 95479 3523 1230926 20465 1210461 15058 10816 9653 8718 1195403 869077 326326 184986 133617 53523 815554 82204 733350 84964 72230 54836 29438 51369 14397 12734 25398 50912 27368 16818 cat_boundaries=0 1 cat_threshold=85 is_linear=0 shrinkage=0.05 Tree=145 num_leaves=31 num_cat=1 split_feature=39 115 16 116 93 116 83 124 93 53 69 7 86 12 57 4 126 136 56 78 18 19 20 38 32 55 17 3 20 122 split_gain=9.46667 9.88057 7.3851 11.292 15.5999 12.5845 9.21377 7.35708 11.5134 18.2865 10.7739 10.2536 11.943 10.5941 9.83369 8.89546 9.75798 8.31917 11.3004 10.6252 14.8615 11.7321 12.7804 11.9125 10.4762 12.0458 15.9021 9.92767 12.0613 9.73911 threshold=7.1499998569488534 -0.5663846731185912 18.219999313354496 -0.81408452987670887 -0.067718397825956331 0.41467745602130895 292.66868591308599 0.90255093574523937 -0.32861505448818201 0.84499999880790722 319.51167297363287 10.050000190734865 0.81856951117515575 0.97500002384185802 331.10260009765631 4.1499998569488534 -0.90255093574523915 0 334.36721801757818 2.9650000333786015 6.9049999713897714 9.5450000762939471 7.3350000381469735 16.650000572204593 10.84999990463257 3.3850001096725468 13.344999790191652 12.500000000000002 5.1050000190734872 -0.70088258385658253 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 7 6 5 -5 -4 10 9 11 14 12 13 -9 17 -11 -17 19 24 -2 27 23 -23 -22 -19 -26 -27 28 -21 -29 right_child=2 -3 3 4 -6 -7 -8 8 -10 15 -12 -13 -14 -15 -16 16 -18 18 -20 20 21 22 -24 -25 25 26 -28 29 -30 -31 leaf_value=-0.013717739728190282 -2.74498749191287e-05 -0.00058402897793651107 0.00016369165971961372 0.003116628628740235 0.00079633954530536257 0.011570607072718038 -0.0056501401195210568 0.0017394241517795638 0.00012717720104385278 -0.0002964090863499441 -0.001036169048487711 0.010377152849075132 0.0011858661635720049 0.01074842025623873 -0.0023936810087250449 0.016314928577718348 0.0015441316813195134 0.00017820055585699685 -0.0039364953329889679 -0.0063869814787247611 0.000111421666253692 0.0012478874773867059 4.6611433913705224e-05 -0.0019865025922731015 -5.1298176320289535e-05 -0.0010000399877509347 -3.2866302890926275e-05 0.0013163771430468904 0.0014033900364279258 0.0039983644137791454 leaf_weight=256 254008 325 1841 1993 17034 565 1082 555 169039 11610 27166 581 2475 792 4375 113 10644 212433 1938 736 24968 43222 45396 9282 295570 97143 75554 8067 1529 5832 leaf_count=256 254008 325 1841 1993 17034 565 1082 555 169039 11610 27166 581 2475 792 4375 113 10644 212433 1938 736 24968 43222 45396 9282 295570 97143 75554 8067 1529 5832 internal_value=9.95184e-06 -0.006371 1.27487e-05 0.000910575 0.00134308 0.00498391 -0.0019884 -2.76484e-06 0.000279753 0.00124319 -5.27275e-05 0.00418857 0.00324781 0.00703647 -2.79915e-05 0.000663389 0.0016993 -1.83698e-05 -0.000123879 0.000164879 0.00051627 0.000328771 0.000632514 -0.000457131 -0.000113026 -0.000245143 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0.72010484337806713 -0.50751903653144825 0.33379416167736059 -0.35634955763816828 -0.095842104405164705 10.949999809265138 0 297.08979797363287 0.83499997854232799 -0.51357385516166676 3.1049998998641972 -0.9782329499721526 7.2500000000000009 309.50000000000006 1.9499999880790713 19.849999427795414 13.050000190734865 0.730962634086609 -0.13052122294902799 9.3499999046325701 346.33439636230474 5.7200000286102304 0.67699050903320324 0.39873388409614569 322.07661437988287 334.50000000000006 4.8500001430511483 1.0000000180025095e-35 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 -1 8 26 6 -6 16 11 -10 -11 12 15 14 -14 -2 -8 27 24 -7 -21 22 -22 -20 -15 28 29 -17 -18 -5 right_child=3 -3 -4 4 5 19 7 -9 9 10 -12 -13 13 18 -16 17 25 -19 23 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00039685519619120493 0.0012734868972607933 -0.00055482752119680667 -0.018286564548527721 -2.0972588106242818e-05 0.0008619362162779181 -1.1532303075375341e-05 0.00022568846631813145 0.010307767966815616 -7.7798825311876176e-05 -0.0036342772205772188 -0.00076163273345274162 3.3948435037417597e-05 0.0039720241975809475 -0.00038418964825621331 0.024361140656371402 0.0034852079050111426 0.0040172691035452136 0.017056003107615309 0.02874131828273942 0.0001468485235065249 0.0013669947696865299 0.0042747034619589541 -0.0029166139298200978 0.0038309700195492966 -0.005733405692662512 0.002174086966733108 -0.0019243846585855263 0.013761365244090887 0.010254999042070641 -0.0015805975133403067 leaf_weight=72 8130 325 184 374662 26104 162027 4151 670 277166 5408 91143 231593 568 18225 97 6457 2585 151 41 56464 29701 3386 1581 763 875 6397 6827 226 768 9377 leaf_count=72 8130 325 184 374662 26104 162027 4151 670 277166 5408 91143 231593 568 18225 97 6457 2585 151 41 56464 29701 3386 1581 763 875 6397 6827 226 768 9377 internal_value=9.45424e-06 -0.00605245 -0.0130319 1.21112e-05 0.00012207 0.000406346 0.00153684 0.00274594 -0.000105373 -0.000296031 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12.1042 10.6297 10.4001 10.2425 9.769 9.5403 10.8765 9.25591 11.2385 9.20767 8.55953 8.55472 threshold=7.2500000000000009 3.7250000238418584 18.219999313354496 -0.35019405186176294 -0.25851632654666895 297.67318725585943 -0.14926128089427945 1025.9500122070315 284.79814147949224 0.61000576615333568 13.934999942779543 1016.6499938964845 243.50000000000003 15.650000095367433 16.125000000000004 6.4249999523162851 -0.30069434642791742 308.27754211425787 335.04093933105474 0.99999964237213146 223.77677917480472 261.70089721679693 0 0.67512124776840221 0.81024861335754406 14.039999961853029 0.91500002145767223 1014.8500061035157 8.4499998092651385 2.495000004768372 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 -1 7 5 -5 -4 -6 10 -9 -10 11 12 14 20 18 -16 17 -17 -2 -14 -13 -22 28 25 -25 26 -12 -20 -18 -28 right_child=2 -3 3 4 6 -7 -8 8 9 -11 23 13 19 -15 15 16 22 -19 27 -21 21 -23 -24 24 -26 -27 29 -29 -30 -31 leaf_value=-0.0039545160983445954 4.601386643302498e-06 -0.031993821732300733 8.2041343485364293e-05 0.009901070896551319 0.0052896285601081242 -0.0045236683175266202 0.00068294493908407125 0.0001139715724342446 0.0037591666757367513 0.00064142241746345172 -0.012474817785576596 0.017461427487536898 -0.0018267943202097349 -0.0049408974702688522 0.0019344303155157127 -0.00040172478513399775 -0.025218608358076641 -0.0043445287865282308 -0.0050822525497954173 0.015513269944126938 -0.0039743429971991068 0.0026578392884379493 0.0011283022269417404 -0.00018726582238731901 0.0025309473584203671 -3.7042201120483492e-06 -0.001994690808881205 -0.00058249310558362128 -0.00045883386518160959 -0.00045829129036954611 leaf_weight=753 1002129 28 3670 934 1020 1343 15547 21710 4459 7203 226 112 12715 748 19065 9736 35 2492 2030 89 634 7118 28562 108758 3809 19163 19767 2584 12958 16727 leaf_count=753 1002129 28 3670 934 1020 1343 15547 21710 4459 7203 226 112 12715 748 19065 9736 35 2492 2030 89 634 7118 28562 108758 3809 19163 19767 2584 12958 16727 internal_value=8.98153e-06 -0.00495977 1.19095e-05 0.000865531 0.00144339 -0.00115184 0.00096657 -2.84179e-06 0.000714869 0.0018335 -2.17093e-05 3.01111e-05 1.69296e-05 0.00170212 3.73668e-05 0.000652753 0.000198425 -0.00120525 -7.16265e-06 -0.00170626 0.00233398 0.00211542 0.00061147 -0.000360412 -9.52879e-05 -0.000894461 -0.00135932 -0.00256223 -0.000525127 -0.00129048 internal_weight=1.32612e+06 781 1.32534e+06 22514 17501 5013 16567 1.30283e+06 33372 11662 1.26946e+06 1.10101e+06 1.0924e+06 8612 1.07959e+06 72848 53783 12228 1.00674e+06 12804 7864 7752 41555 168450 112567 55883 36720 4614 12993 36494 internal_count=1326124 781 1325343 22514 17501 5013 16567 1302829 33372 11662 1269457 1101007 1092395 8612 1079591 72848 53783 12228 1006743 12804 7864 7752 41555 168450 112567 55883 36720 4614 12993 36494 cat_boundaries=0 1 cat_threshold=2628 is_linear=0 shrinkage=0.05 Tree=148 num_leaves=31 num_cat=1 split_feature=39 15 106 122 124 93 122 11 136 80 64 4 103 86 93 4 84 9 60 4 82 84 122 4 105 17 52 69 104 76 split_gain=7.04014 8.8485 6.37551 6.19393 14.6809 21.7954 12.0432 16.37 11.7415 18.4652 15.3629 10.9312 19.7484 12.1941 13.8895 12.1404 9.58346 11.3015 9.5638 9.40176 10.7133 8.93177 12.9533 8.5316 10.5257 8.57792 8.38307 8.35435 8.06359 11.1557 threshold=7.1499998569488534 3.7949999570846562 -0.45389586687088007 -0.50751903653144825 0.33379416167736059 -0.35634955763816828 -0.18222858756780622 10.949999809265138 0 297.08979797363287 1.044999957084656 8.6500000953674334 0.7586679756641389 0.85443472862243663 0.036686709150671966 12.250000000000002 0.89808821678161632 2.5499999523162846 0.48000334203243261 4.1499998569488534 283.75840759277349 0.75069034099578869 -0.13052122294902799 9.3499999046325701 -0.21794233471155164 5.7200000286102304 1.8450000286102297 322.07661437988287 1.0000000180025095e-35 23.035000801086429 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 -1 8 27 6 -6 19 11 -10 -11 16 13 14 15 -13 -2 -18 -19 -8 -21 -7 -23 24 -24 -25 -15 28 29 -5 right_child=3 -3 -4 4 5 21 7 -9 9 10 -12 12 -14 26 -16 -17 17 18 -20 20 -22 22 23 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0072324987172725664 7.1744089585601899e-05 -0.034593590199947358 0.0052232757014709381 -8.9001447115106031e-05 0.00072197443774489904 -5.8598187399232173e-06 0.0012367317688068927 0.008908148001766536 -7.4285449746336579e-05 -0.0030045421123473543 -0.00069021190693852096 0.0052006041524344064 -4.4682699524817727e-05 0.0026996496427922055 0.0021119101231245069 0.016242345780975415 0.0028256556876355417 -0.0033035291896178747 -0.00038841942700855729 0.0080157070389074783 0.0026248630159333352 0.00015588613782616375 0.0014360523361616078 0.019581120178502585 -0.0019546212655458194 0.0033993000038349793 0.00013517731658060396 -0.0018189750772524039 -0.0015026297520125994 0.0010326753787036666 leaf_weight=420 197645 25 136 351001 23517 165689 10765 932 277166 7801 88750 2182 32270 4636 7218 281 1440 5756 5504 1174 4287 55413 26194 84 2508 3271 10194 6827 9377 23661 leaf_count=420 197645 25 136 351001 23517 165689 10765 932 277166 7801 88750 2182 32270 4636 7218 281 1440 5756 5504 1174 4287 55413 26194 84 2508 3271 10194 6827 9377 23661 internal_value=8.53288e-06 -0.00549419 -0.00418576 1.09448e-05 0.000115509 0.000382538 0.00145686 0.0024641 -0.000100775 -0.000281714 -0.000877202 0.000152368 0.00076799 0.00183792 0.00321822 0.00646034 -1.38067e-05 -0.0013452 -0.00187859 0.00209396 0.00378378 0.000209927 0.000618678 0.00141865 0.00113977 0.00380445 0.000936856 -8.52307e-05 -5.44102e-05 -1.81643e-05 internal_weight=1.32612e+06 581 556 1.32554e+06 684700 293834 40675 17158 640843 373717 96551 267126 56781 24511 9681 2463 210345 12700 11260 16226 5461 253159 87470 32057 28702 3355 14830 390866 384039 374662 internal_count=1326124 581 556 1325543 684700 293834 40675 17158 640843 373717 96551 267126 56781 24511 9681 2463 210345 12700 11260 16226 5461 253159 87470 32057 28702 3355 14830 390866 384039 374662 cat_boundaries=0 1 cat_threshold=3338 is_linear=0 shrinkage=0.05 Tree=149 num_leaves=31 num_cat=2 split_feature=19 64 52 19 64 87 122 60 92 124 19 97 136 21 104 63 89 52 29 109 53 9 27 83 33 17 75 83 136 38 split_gain=6.30343 16.9991 9.79117 9.15816 17.9775 20.572 16.9532 15.4574 26.8826 11.9933 11.8353 24.4722 22.984 16.2527 14.362 11.4889 10.4221 13.503 9.19977 8.92551 14.6986 10.9285 10.8585 8.59784 10.3405 8.23703 8.15601 11.1194 14.1854 8.4918 threshold=6.4600000381469735 2.3750000000000004 0.15500000119209292 9.5450000762939471 16.125000000000004 0.82957345247268688 -0.21643137186765668 0.39649918675422674 -0.21263441443443296 0.13052122294902804 11.775000095367433 -0.83896410465240467 0 7.4549999237060556 -0.90609765052795399 0.4803984016180039 -0.55549898743629444 1.0549999475479128 1.0000000180025095e-35 -0.091759592294692979 0.064999999478459372 5.1499998569488534 252.50000000000003 329.32725524902349 17.849999427795414 6.9049999713897714 0.88560521602630626 309.97189331054693 1 12.250000000000002 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 1 2 left_child=1 19 -3 4 5 -2 7 8 18 25 11 12 -5 14 15 -14 -10 -18 -7 20 21 22 -1 -20 -25 -8 27 -13 -29 -30 right_child=3 2 -4 10 -6 6 9 -9 16 -11 -12 26 13 -15 -16 -17 17 -19 23 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=-0.0080968773740371976 -4.7188940066805042e-05 0.0088620341353368298 0.0018452276467958056 0.00020032835734455466 0.0010100331904692977 0.032999367732554678 0.002197518110075672 -0.00050163734501739322 -0.0025025196241814664 0.001455468069801227 -5.6926518315427616e-05 -2.8010424031559849e-05 0.0070203369326506705 0.00070567260819607571 0.0019877480952243324 0.0026898534962404375 -0.0031238301589260895 -0.0077394285856229655 -0.0011502536036978575 -2.7186800886910932e-05 0.00049723190271139868 0.0025977353348510639 0.013297250346901516 0.0022876363632770933 0.03608424213269483 -0.0008742176087261057 -0.0011297780330238782 0.0029359758694430162 -0.0017109528702649115 0.0011250133110689395 leaf_weight=66 203759 519 11814 41862 26497 20 2417 33303 11019 10256 624736 154899 2941 18346 19270 3196 3854 2691 24009 67471 4211 887 585 1417 23 22489 14286 7539 4007 7735 leaf_count=66 203759 519 11814 41862 26497 20 2417 33303 11019 10256 624736 154899 2941 18346 19270 3196 3854 2691 24009 67471 4211 887 585 1417 23 22489 14286 7539 4007 7735 internal_value=8.10624e-06 0.000423213 0.00214051 -2.05206e-05 -0.000240835 -0.000345969 -0.000891979 -0.00131042 -0.00193633 1.64496e-05 6.32486e-05 0.000337174 0.00103816 0.00183931 0.00265862 0.00476513 -0.0034412 -0.00502155 -0.000898541 0.000133955 0.00202514 0.00620851 0.0111283 -0.000925181 0.00282744 -0.000576121 1.87359e-05 0.000112935 0.00124526 0.000157096 internal_weight=1.32612e+06 85553 12333 1.24057e+06 341754 315257 111498 76336 43033 35162 898817 274081 85615 43753 25407 6137 17564 6545 25469 73220 5749 1538 651 25449 1440 24906 188466 174180 19281 11742 internal_count=1326124 85553 12333 1240571 341754 315257 111498 76336 43033 35162 898817 274081 85615 43753 25407 6137 17564 6545 25469 73220 5749 1538 651 25449 1440 24906 188466 174180 19281 11742 cat_boundaries=0 1 2 cat_threshold=2288 5141 is_linear=0 shrinkage=0.05 Tree=150 num_leaves=31 num_cat=2 split_feature=88 52 92 93 124 93 116 30 115 20 136 83 39 32 59 23 67 22 92 126 81 33 35 32 16 30 12 17 136 30 split_gain=8.03364 11.874 15.1316 11.0772 10.3307 7.82775 9.43476 8.64657 8.74551 7.82085 7.65037 7.44287 7.41406 13.8658 21.3496 13.0986 11.8274 19.8459 14.5018 12.4517 12.4249 15.9138 11.3874 10.5304 10.5792 10.485 11.2193 11.605 10.4361 10.3542 threshold=1.0000000180025095e-35 1.4149999618530276 -0.21263441443443296 -0.73462030291557301 0.095842104405164733 -0.56479567289352406 0.90255093574523937 1015.3500061035157 -0.76037701964378346 6.7950000762939462 0 320.00364685058599 12.449999809265138 10.84999990463257 230.74267578125003 5.5450000762939462 2.1950000524520878 7.8849999904632577 0.75735741853714 0.97233289480209362 271.40663146972662 13.050000190734865 12.34999990463257 11.750000000000002 6.0650000572204599 1022.2500000000001 2.1250000000000004 13.344999790191652 1 1017.2500000000001 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 1 2 left_child=12 2 4 -4 10 9 7 -7 -9 -3 -2 -6 13 -1 -15 22 20 19 -19 23 -14 28 -16 -18 -25 26 27 -17 -22 -26 right_child=1 5 3 -5 11 6 -8 8 -10 -11 -12 -13 16 14 15 25 17 18 -20 -21 21 -23 -24 24 29 -27 -28 -29 -30 -31 leaf_value=0.00013495441464004328 -0.0059137177137453482 -3.7050657345552881e-05 0.0026661183763740277 -0.0033906286557086511 0.0019873741438293834 -0.0051273566353455726 0.0031441845001045085 0.0017063837777244351 -0.0040909610036474597 -0.0020000547441629485 0.00039920375545781842 0.0065441653853698161 4.4460909567584138e-05 -1.6622636200883385e-05 -0.00046650839974781539 -0.0029013138067639221 0.0016563974114234944 -0.0002994376583169771 0.0023726991077871957 0.0023931354305105927 -0.001340394641913336 -0.0011214050677346048 0.0034539453281305396 0.0026974511306997566 0.00012871917492995072 6.5877372987891623e-05 -0.00096428632228349694 -0.00046425624782231814 0.0016114706505636193 0.00098105461662834873 leaf_weight=204958 541 12602 974 3356 5170 3287 603 1267 1337 8494 3715 1084 474803 121031 5574 19835 19205 114053 5314 9513 4205 49760 2774 4987 129816 12712 38885 6481 10344 49112 leaf_count=204958 541 12602 974 3356 5170 3287 603 1267 1337 8494 3715 1084 474803 121031 5574 19835 19205 114053 5314 9513 4205 49760 2774 4987 129816 12712 38885 6481 10344 49112 internal_value=-4.35216e-06 -0.000681255 0.000459233 -0.00202821 0.00148403 -0.0012947 -0.00281264 -0.00342238 -0.00127021 -0.000827426 -0.000416218 0.0027772 1.80273e-05 -0.000156668 -0.000445006 -0.00104606 0.000100701 0.000335474 -0.000180479 0.000625117 -4.38787e-05 -0.000696103 0.000836239 0.000542313 0.000425977 -0.00124774 -0.00150385 -0.00230112 0.000758499 0.000362667 internal_weight=1.32579e+06 42430 14840 4330 10510 27590 6494 5891 2604 21096 4256 6254 1.28336e+06 412250 207292 86261 871112 332000 119367 212633 539112 64309 8348 203120 183915 77913 65201 26316 14549 178928 internal_count=1325792 42430 14840 4330 10510 27590 6494 5891 2604 21096 4256 6254 1283362 412250 207292 86261 871112 332000 119367 212633 539112 64309 8348 203120 183915 77913 65201 26316 14549 178928 cat_boundaries=0 1 2 cat_threshold=272 4208 is_linear=0 shrinkage=0.05 Tree=151 num_leaves=31 num_cat=2 split_feature=88 92 52 12 124 136 22 39 32 57 67 22 92 136 105 31 126 8 80 33 32 18 30 55 34 60 7 108 52 23 split_gain=7.25178 10.9622 17.1086 10.9321 9.21089 7.02278 6.91654 6.6912 12.5138 20.4765 10.6742 17.911 13.0879 11.9179 22.8376 16.709 15.0891 11.9087 10.4504 12.9772 10.4031 11.3993 11.8993 17.6735 12.7865 9.8542 9.73683 12.3025 10.7868 10.1172 threshold=1.0000000180025095e-35 -0.18998239934444425 1.4149999618530276 3.1650000810623173 0.095842104405164733 0 5.5250000953674325 12.449999809265138 10.84999990463257 238.08215332031253 2.1950000524520878 7.8849999904632577 0.75735741853714 1 -0.94729810953140248 1.0000000180025095e-35 0.94260558485984813 6.8500001430511483 271.80142211914068 12.949999809265138 11.750000000000002 6.9049999713897714 1017.2500000000001 1.6449999809265139 17.94999980926514 0.47772249579429632 10.949999809265138 -0.93657124042510975 3.7549999952316289 5.6050000190734872 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=7 2 4 6 5 -2 -3 8 -1 -10 18 13 -13 15 17 -12 20 -15 -9 -20 -16 -22 -23 24 -24 -19 27 -11 -29 -28 right_child=1 3 -4 -5 -6 -7 -8 10 9 26 11 12 -14 14 16 -17 -18 25 19 -21 21 22 23 -25 -26 -27 29 28 -30 -31 leaf_value=0.00012820669289085245 -0.0056321995567342794 -0.0006502400943171466 -0.0010052555414022837 0.004802383362772669 0.002616779310043919 0.00039049687274460233 -0.0040675611279981901 3.8891957360468961e-05 -2.0573811078736906e-05 -0.0047377086982486934 0.039320353225425438 -0.00028446577449415134 0.0022540641617350438 0.0019950264662596975 0.0020099286882680426 -2.2102668195267237e-05 0.002399896439589174 0.0091427665018200925 0.00075275302262241099 -0.0010080188381754657 0.0023616998598850174 -2.9816882785380915e-05 0.0047494289351460361 0.00076867461634574441 0.033252945276908578 0.0033613671192338347 0.0035266047095327928 -0.0020157214256809291 -0.00068449503796560107 -0.00037516808665028156 leaf_weight=204958 546 2202 24650 488 6290 3734 4520 475418 125253 2444 27 114053 5314 6675 10713 59814 11572 1265 13200 50494 6873 85489 2404 25995 40 1766 2036 22808 45721 9030 leaf_count=204958 546 2202 24650 488 6290 3734 4520 475418 125253 2444 27 114053 5314 6675 10713 59814 11572 1265 13200 50494 6873 85489 2404 25995 40 1766 2036 22808 45721 9030 internal_value=-4.13653e-06 -0.000647257 -0.000283631 -0.00242353 0.00139925 -0.000390066 -0.00294811 1.71261e-05 -0.000148834 -0.000422756 9.5666e-05 0.0003187 -0.000171455 0.000593861 0.000828097 -4.3508e-06 0.000668943 0.00317521 -4.16845e-05 -0.000643115 0.000516635 0.000384205 0.000264908 0.00115086 0.00521593 0.00577426 -0.00103679 -0.00125188 -0.00112756 0.000342707 internal_weight=1.32579e+06 42430 35220 7210 10570 4280 6722 1.28336e+06 412250 207292 871112 332000 119367 212633 152792 59841 143086 9706 539112 63694 131514 120801 113928 28439 2444 3031 82039 70973 68529 11066 internal_count=1325792 42430 35220 7210 10570 4280 6722 1283362 412250 207292 871112 332000 119367 212633 152792 59841 143086 9706 539112 63694 131514 120801 113928 28439 2444 3031 82039 70973 68529 11066 cat_boundaries=0 1 2 cat_threshold=272 2150 is_linear=0 shrinkage=0.05 Tree=152 num_leaves=31 num_cat=2 split_feature=88 52 93 30 52 65 124 136 66 22 81 31 122 56 112 107 55 52 54 56 60 76 52 55 52 54 7 136 66 95 split_gain=6.54601 10.2701 9.45167 9.85997 9.38748 8.81594 8.48633 7.38179 7.36123 7.35408 8.64667 6.64524 6.50469 6.10304 6.74372 8.67683 6.03991 10.339 19.5575 17.8263 22.5005 17.8497 16.2147 15.577 18.6066 15.2211 13.9656 13.2041 11.7544 11.7322 threshold=1.0000000180025095e-35 0.63499999046325695 -0.56479567289352406 1015.2500000000001 3.495000004768372 27.224999427795414 0.095842104405164733 0 1.2150000333786013 5.4249999523162851 327.29000854492193 1016.1499938964845 0.43049471080303198 113.86207199096681 -0.70088258385658253 -0.97351101040840138 20.474999427795414 5.9049999713897714 5.9549999237060556 253.9344177246094 0.33916355669498449 14.444999694824221 1.2450000047683718 4.4249999523162851 2.4650000333786015 3.1550000905990605 0.55000001192092907 1 0.70499998331069957 -0.73131835460662831 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 1 2 2 left_child=16 13 4 5 6 -4 -3 11 12 10 -10 -5 -9 14 15 -2 17 19 28 21 -21 -1 27 24 29 -26 -24 -23 -19 -22 right_child=1 2 3 7 -6 -7 -8 8 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 23 22 26 -25 25 -27 -28 -29 -30 -31 leaf_value=2.6614776018288606e-05 0.0018870041692272681 -0.0010650617375327737 -0.0042596909858454175 -0.0033785555270259026 -0.0015810670077403795 0.0038740356744942717 0.0013269274277787325 -0.0078981990607750168 0.00093437949905348511 -0.0015494330336631222 0.016403476923733253 0.0058353339993714526 0.007979012580795421 0.0025192550788525904 0.0019985439234584653 -0.006245469722781098 -0.00029851964354126327 -0.0011314896333576546 0.00014898228469566134 -0.0015322254710877573 -0.0025624707260755997 0.0066824213129494485 0.0049221635088974643 -0.001072521259204258 0.0024233692691343414 3.9754310820696274e-05 0.00014503059704014964 0.0019473974930093757 0.0018303176668531687 -5.533856856492993e-05 leaf_weight=793905 541 6267 4985 270 10664 357 9081 620 307 2541 128 711 72 3771 1282 833 136208 3776 138409 40033 5313 1700 1626 30679 14353 12557 25888 10901 29682 38332 leaf_count=793905 541 6267 4985 270 10664 357 9081 620 307 2541 128 711 72 3771 1282 833 136208 3776 138409 40033 5313 1700 1626 30679 14353 12557 25888 10901 29682 38332 internal_value=-3.93168e-06 -0.000614956 -0.000943622 -0.00225081 -0.000441543 -0.00371612 0.000350214 -0.000567066 -0.00159679 -0.000521038 0.00548621 0.00326611 -0.00624623 0.00122618 -0.000609742 -0.00304338 1.62698e-05 5.36465e-05 0.000411222 -9.36617e-06 -0.000528767 7.86103e-05 0.00110764 -0.000131949 0.000277034 0.0013111 0.000427346 0.00259305 0.00149605 -0.000360537 internal_weight=1.32579e+06 42430 36003 9991 26012 5342 15348 4649 3668 2976 435 981 692 6427 2656 1374 1.28336e+06 1.14715e+06 171867 975287 141267 834020 40115 101234 70555 26910 27514 12601 33458 43645 internal_count=1325792 42430 36003 9991 26012 5342 15348 4649 3668 2976 435 981 692 6427 2656 1374 1283362 1147154 171867 975287 141267 834020 40115 101234 70555 26910 27514 12601 33458 43645 cat_boundaries=0 1 2 cat_threshold=7173 1282 is_linear=0 shrinkage=0.05 Tree=153 num_leaves=31 num_cat=2 split_feature=4 105 93 39 33 109 16 67 23 20 86 123 136 109 30 39 56 104 86 29 136 126 20 7 75 39 5 68 88 32 split_gain=6.47843 9.02728 8.12042 6.58614 13.9849 21.285 10.2553 10.1618 24.0035 11.3207 12.0562 12.943 9.88178 9.63871 9.40115 9.28513 8.53464 8.2739 8.22305 9.10163 12.094 12.0875 9.84206 10.0977 9.34985 8.94403 8.69625 7.94486 21.4703 9.80721 threshold=13.750000000000002 -0.58240747451782215 -0.88174536824226368 12.449999809265138 12.250000000000002 0.91148236393928539 12.50999975204468 7.9949998855590829 6.5250000953674325 6.7349998950958261 0.84789136052131664 -0.70088258385658253 0 0.20073214173316958 1022.4500122070314 11.449999809265138 339.60906982421881 -0.59977963566780079 0.85267934203147899 1013.0499877929689 1 0.47714059054851538 6.5150001049041757 15.250000000000002 0.8774709701538087 8.8499999046325701 2.9500000476837163 298.80912780761724 -0.9551536738872527 11.650000095367433 decision_type=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 2 2 2 left_child=3 2 -2 4 18 6 14 16 -9 10 11 12 13 -10 15 -6 -5 -13 -1 21 -21 -20 23 26 25 -23 -22 -11 -29 -30 right_child=1 -3 -4 7 5 -7 -8 8 9 27 -12 17 -14 -15 -16 -17 -18 -19 19 20 22 24 -24 -25 -26 -27 -28 28 29 -31 leaf_value=6.5940916121611469e-05 0.013497047860942343 0.00023620206077369296 0.0023769712963176083 -2.0136162911061972e-05 -0.0040415393348738607 0.0001077974439779336 -0.00042658092616033508 0.0018034015904597163 0.020004222561548921 0.00032435986032579897 -6.5797742626062228e-05 0.0022164370944179656 0.0025183791982097137 0.0067733723255964098 0.0016732115170935394 -0.0018353788838017236 -0.0034964806101579907 -0.00073844521487075932 -5.5689845531037206e-06 0.00086439943353334645 0.0012023405008267667 -0.0082892872438371078 0.00016420149440610348 0.0074139075278684399 -0.0065529896895336077 -0.0015515537700776299 -0.0022063140731295328 -0.0028387820391127922 0.0016306722970572754 -0.00033564338802003109 leaf_weight=279060 170 12469 4790 701932 6489 33149 12169 25692 157 78431 11688 7776 1759 1117 1488 17996 1770 3407 5698 16003 2139 542 13953 304 1527 5398 14942 8062 7297 48418 leaf_count=279060 170 12469 4790 701932 6489 33149 12169 25692 157 78431 11688 7776 1759 1117 1488 17996 1770 3407 5698 16003 2139 542 13953 304 1527 5398 14942 8062 7297 48418 internal_value=-3.73184e-06 0.000953893 0.0027581 -1.64886e-05 -0.000182292 -0.000818939 -0.00162436 5.94125e-05 0.000380003 0.000162469 0.00112383 0.0021019 0.00499886 0.00833841 -0.00218555 -0.00242005 -2.88801e-05 0.00131621 -4.86301e-05 -0.000577044 -0.000253657 -0.00173993 -0.000824614 -0.0016187 -0.00306341 -0.00216634 -0.00177946 -1.26474e-05 -0.000427089 -7.81148e-05 internal_weight=1.32579e+06 17429 4960 1.30836e+06 410857 71291 38142 897506 193804 168112 25904 14216 3033 1274 25973 24485 703702 11183 339566 60506 47341 13165 31338 17385 7467 5940 17081 142208 63777 55715 internal_count=1325792 17429 4960 1308363 410857 71291 38142 897506 193804 168112 25904 14216 3033 1274 25973 24485 703702 11183 339566 60506 47341 13165 31338 17385 7467 5940 17081 142208 63777 55715 cat_boundaries=0 1 2 cat_threshold=1792 6183 is_linear=0 shrinkage=0.05 Tree=154 num_leaves=31 num_cat=2 split_feature=8 105 12 86 121 108 136 94 35 70 78 55 132 37 59 109 113 128 59 52 91 55 93 109 136 62 120 20 53 125 split_gain=6.28168 15.9007 10.2551 9.08121 8.03729 7.75921 10.248 18.0673 9.38677 8.6054 7.45881 7.44792 8.64869 14.921 14.288 11.7549 9.35909 8.58247 10.6246 10.4397 7.83384 9.78831 8.45062 8.02511 13.7444 15.2719 13.2885 12.1683 11.5466 10.3769 threshold=12.34999990463257 -0.89294299483299244 2.1250000000000004 0.89783415198326122 -0.68832838535308827 -0.82301914691925038 0 -0.61142286658287037 14.650000095367433 297.66125488281256 27.384999275207523 20.474999427795414 1016.8500061035157 15.650000095367433 209.74532318115237 -0.14994446188211438 -0.95368063449859608 237.50000000000003 24.500287055969242 10.034999847412111 1.0000000180025095e-35 1.6449999809265139 0.49775351583957678 -0.091759592294692979 1 0.37912587821483618 -0.33379416167736048 4.9149999618530282 5.7349998950958261 0.1650413200259209 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=3 2 -2 11 -5 8 7 -7 -3 -9 -11 12 17 14 -14 -16 -15 20 -19 -20 23 -22 -23 24 27 -26 28 29 -27 -1 right_child=1 5 -4 4 -6 6 -8 9 -10 10 -12 -13 13 16 15 -17 -18 18 19 -21 21 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.0014848582162861048 0.0051878835802149975 -0.0016494903625342461 0.0013324982500723826 -0.0015778431641760831 -0.00022728164298513066 0.0085788733140025452 9.6164669150912831e-05 0.00015132423003435053 0.004432149266754175 0.0049530836509065661 0.0013102594930798962 -0.00039679387514835449 0.0081942880578119211 -0.014851295925296944 -0.0053187197847251689 0.0021302317550866159 -0.0018079359974138471 0.014859080137176359 -0.002254045525844402 0.0024329116746008845 0.00034303967304833289 -0.0011227601116533498 -0.005219578986416647 1.6782206838983224e-05 0.0042931550853681803 0.0061563039181643207 0.00011204926905087226 -0.00017868985057256968 0.0013862938272385709 0.007949698630950592 leaf_weight=3696 2359 8763 6416 17311 30293 833 110454 10484 684 2061 4416 113945 900 190 580 6098 498 99 8543 1380 13438 19626 1345 894390 4199 1914 13523 42845 3763 746 leaf_count=3696 2359 8763 6416 17311 30293 833 110454 10484 684 2061 4416 113945 900 190 580 6098 498 99 8543 1380 13438 19626 1345 894390 4199 1914 13523 42845 3763 746 internal_value=-3.54397e-06 0.000305281 0.00236895 -4.18995e-05 -0.000718408 0.000173768 0.000275637 0.00138885 -0.00120916 0.00103655 0.00246942 -1.34432e-05 2.94749e-05 0.00164022 0.00228031 0.00148327 -0.00541003 1.62858e-05 -0.00143962 -0.00160223 3.08844e-05 -0.000710449 -0.00138551 5.73161e-05 0.000570191 0.00156102 0.000964325 7.95514e-05 0.0029945 0.00257058 internal_weight=1.32579e+06 146470 8775 1.17932e+06 47604 137695 128248 17794 9447 16961 6477 1.13172e+06 1.01777e+06 8266 7578 6678 688 1.00951e+06 10022 9923 999485 34409 20971 965076 70686 23399 19200 47287 5677 4442 internal_count=1325792 146470 8775 1179322 47604 137695 128248 17794 9447 16961 6477 1131718 1017773 8266 7578 6678 688 1009507 10022 9923 999485 34409 20971 965076 70686 23399 19200 47287 5677 4442 cat_boundaries=0 1 2 cat_threshold=1042 6320 is_linear=0 shrinkage=0.05 Tree=155 num_leaves=31 num_cat=1 split_feature=93 61 92 60 89 92 53 52 94 136 111 53 59 62 97 15 103 31 57 99 12 55 123 92 75 15 120 61 66 31 split_gain=7.26315 34.2386 18.3967 19.7894 16.6321 22.453 14.8315 12.6889 13.4748 12.4356 19.2858 11.4373 9.90477 9.59927 9.51694 9.36455 9.14603 8.90033 8.6982 8.57833 8.4292 11.5395 10.2662 10.1323 9.19449 9.03067 8.34064 8.24575 8.15781 8.14324 threshold=-0.56479567289352406 0.2804850041866303 -0.81469601392745961 0.33677002787590032 -0.36454774439334864 -0.28208675980567927 1.1150000095367434 1.6549999713897707 0.3436740934848786 0 0.18491792678833011 0.38499999046325689 222.33608245849612 0.74366432428359996 -0.97524669766426075 1.7450000047683718 0.13702259212732318 1015.8500061035157 222.77552795410159 -0.34136015176773066 1.2250000238418581 0.064999999478459372 -0.90255093574523915 0.5047852396965028 0.65414899587631237 1.2649999856948855 -0.21643137186765668 0.23181727528572085 0.25499999523162847 1019.7500000000001 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 11 3 -2 9 -6 -7 27 -9 10 12 14 -3 -8 -1 -14 20 -15 -16 28 21 22 25 -23 -24 -4 -17 -5 -11 -22 right_child=2 4 16 7 5 6 13 8 -10 19 -12 -13 15 17 18 26 -18 -19 -20 -21 29 23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0008543253371209379 9.1173689717172497e-05 0.005652166766359005 0.0026421892061908501 0.0042398628423362603 -0.00019770712385392306 0.0003478926457436822 -0.0045570536275674261 -0.0030165467804555445 -0.0091644636221053354 -0.0048786668734558253 0.00065056926381653994 0.0016746430798182839 0.00025110339765907697 -0.0046498189827329237 0.0086348473634114027 0.011143756713105428 4.0828907022845689e-05 0.028746734639363631 1.3050046739036161e-05 -0.0022284738244261275 0.00010060977370089587 -0.0011255198971638536 0.0016959403222642135 -0.0043184963566767105 -0.0065450252405278523 0.011888962114019143 0.0024489349421470599 -0.0014102884780372461 0.00021606187183812841 -0.0010278679415312484 leaf_weight=916 13016 3000 1233 767 76701 2412 5726 8549 995 799 43244 20313 2778 38 1580 427 968173 42 359 4186 66698 26011 973 2747 519 336 779 4084 47297 21026 leaf_count=916 13016 3000 1233 767 76701 2412 5726 8549 995 799 43244 20313 2778 38 1580 427 968173 42 359 4186 66698 26011 973 2747 519 336 779 4084 47297 21026 internal_value=8.50255e-06 0.000277806 -4.23567e-05 -0.00132166 5.36618e-05 -0.000463833 -0.00294766 -0.00259915 -0.00365749 0.000482353 0.0010441 0.00209113 0.00348227 -0.00431674 0.0050544 0.00184831 -1.01176e-05 0.0128834 0.00703855 -5.75111e-05 -0.000422731 -0.00111987 0.00179869 -0.00143052 -0.00117072 0.00462238 0.00552745 -0.000516933 0.000131425 -0.000169868 internal_weight=1.32572e+06 210597 1.11513e+06 27411 187429 84919 8218 14395 9544 102510 50228 23168 6984 5806 2855 3984 1.08772e+06 80 1939 52282 119543 31819 3061 28758 1492 1569 1206 4851 48096 87724 internal_count=1325724 210597 1115127 27411 187429 84919 8218 14395 9544 102510 50228 23168 6984 5806 2855 3984 1087716 80 1939 52282 119543 31819 3061 28758 1492 1569 1206 4851 48096 87724 cat_boundaries=0 1 cat_threshold=2823 is_linear=0 shrinkage=0.05 Tree=156 num_leaves=31 num_cat=1 split_feature=125 84 53 86 126 68 23 52 8 56 23 90 65 39 58 7 83 136 107 91 53 85 4 106 15 76 39 36 85 23 split_gain=6.70443 11.6474 11.4068 16.0895 10.1844 9.81679 10.1554 10.7107 9.95216 8.80645 8.23686 8.00766 7.94216 7.85008 7.67551 9.00625 7.58529 7.52272 13.0106 9.94239 9.39616 9.97516 8.66316 17.8624 28.3789 12.0254 11.1209 11.1703 11.1087 9.75942 threshold=0.93663650751113903 0.78206515312194835 0.73500001430511486 0.89783415198326122 0.94260558485984813 319.51565551757818 5.7249999046325692 21.255000114440922 17.150000572204593 339.60906982421881 4.5750000476837167 -0.4436058104038238 0.40500000119209295 11.550000190734865 253.10484313964847 2.2500000000000004 305.17964172363287 0 -0.97351101040840138 1.0000000180025095e-35 8.1449999809265154 0.76401641964912426 4.5499999523162851 -0.56358599662780751 1.4049999713897707 18.914999961853031 20.050000190734867 18.849999427795414 0.89890056848526012 6.3650000095367441 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=5 -2 3 4 14 9 -7 8 -8 17 -6 -11 -12 -4 15 16 -3 18 20 -19 21 -1 25 24 26 -20 27 29 -26 -24 right_child=1 2 13 -5 10 6 7 -9 -10 11 12 -13 -14 -15 -16 -17 -18 19 22 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31 leaf_value=0.001748417268867237 -1.6767959489723453e-05 0.0047754322909432552 -0.00042894629829470337 -0.00252833180306326 0.018946737026646069 0.0011021127029198074 -0.0020201120274326275 0.0010770694295786159 0.0040674540403436389 -0.0011387570293716139 -0.0013714232473602773 -0.0072486542223872026 0.0055597753466416809 0.0010095386552946746 -0.0014240718397327456 0.0057099022919807289 -0.0096428094541039962 -3.1498088481291313e-05 -0.00038556543152438213 -0.00099034177474531158 0.00098972995254437211 0.0078037432787247179 0.0023834241291332031 -5.8546348678818394e-05 0.00092034962712159933 0.002297000616214569 0.012260789674009179 -0.0032013584268841102 -0.0021256807815146716 0.0061273058156441637 leaf_weight=1411 92035 165 13313 1298 105 5061 19757 3801 695 1845 467 756 3594 32978 1389 1231 204 926684 68748 27848 4794 1313 3877 65049 35476 4448 382 572 3269 3159 leaf_count=1411 92035 165 13313 1298 105 5061 19757 3801 695 1845 467 756 3594 32978 1389 1231 204 926684 68748 27848 4794 1313 3877 65049 35476 4448 382 572 3269 3159 internal_value=8.07742e-06 0.000326746 0.000904258 0.00259324 0.00352236 -3.15969e-05 -0.000935142 -0.00136027 -0.00181324 -8.55776e-06 0.00512021 -0.00291464 0.00476271 0.000595839 0.00129531 0.00365606 -0.00319563 -1.96793e-06 0.00028316 -5.94713e-05 0.00232217 0.00466716 0.000200305 0.00047719 0.00122287 -0.00022255 0.00393606 0.00351808 0.000663349 0.00406434 internal_weight=1.32572e+06 146779 54744 8453 7155 1.17894e+06 29314 24253 20452 1.14963e+06 4166 2601 4061 46291 2989 1600 369 1.14703e+06 192498 954532 7518 2724 184980 111784 46735 73196 7990 7608 38745 7036 internal_count=1325724 146779 54744 8453 7155 1178945 29314 24253 20452 1149631 4166 2601 4061 46291 2989 1600 369 1147030 192498 954532 7518 2724 184980 111784 46735 73196 7990 7608 38745 7036 cat_boundaries=0 1 cat_threshold=1280 is_linear=0 shrinkage=0.05 Tree=157 num_leaves=31 num_cat=0 split_feature=93 61 92 60 92 89 53 57 62 52 94 53 126 97 60 15 60 103 99 12 55 75 92 5 53 123 97 57 61 31 split_gain=6.63341 31.0074 16.6394 17.8468 15.6384 19.4468 13.5867 11.854 11.8367 11.4527 12.1699 11.3638 9.7988 9.16167 9.08646 8.65727 8.49239 8.34925 7.91468 7.55252 10.4462 9.51584 9.40997 8.17488 10.0898 7.93027 7.52142 7.75024 7.43633 7.33467 threshold=-0.56479567289352406 0.28358444571495062 -0.81469601392745961 0.33677002787590032 -0.25851632654666895 -0.521502524614334 0.80500000715255748 193.68055725097659 0.7403264343738557 1.6549999713897707 0.3436740934848786 0.38499999046325689 0.93038213253021251 -0.78571173548698414 0.42731185257434851 3.2949999570846562 0.28034956753253942 0.13702259212732318 -0.50572362542152394 1.2250000238418581 0.064999999478459372 0.65414899587631237 0.23995362967252734 6.7500000000000009 0.064999999478459372 -0.87878364324569691 -0.97524669766426075 222.77552795410159 0.23181727528572085 1019.7500000000001 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 11 3 -2 7 -6 -7 -3 14 28 -11 12 26 -10 -8 18 -9 19 -13 20 21 23 -22 24 -4 -23 -1 -28 -5 -21 right_child=2 4 17 9 5 6 8 16 13 10 -12 15 -14 -15 -16 -17 -18 -19 -20 29 22 25 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-6.0480402662817921e-05 8.410221151863582e-05 -0.00038819950268178095 0.0081510952797998366 0.0040247256014735297 0.00020821564828784855 0.00077141485100457171 -0.0043867786190443367 0.0022111947347944719 0.021523246714254707 -0.0028671177371217774 -0.0087097554242217337 0.0018024874976791075 0.012031460883369679 -0.0065534520542456041 0.00068344332953306332 0.011251902250657145 0.00040300202595700105 3.8406488908395734e-05 -0.0010937582163320081 9.1549803238901838e-05 -0.00091998280614121245 0.0019307431063101501 -0.0032192297721296832 -0.0041553653398295866 0.00050905551518272451 -0.0069785204943699792 0.0073034588071601517 -0.0014505118485749775 -0.0013409495387942743 -0.0009794383837265731 leaf_weight=875 13016 53944 1024 767 12181 2256 7653 6935 82 8549 995 18622 409 45 999 227 102005 968173 2701 66698 23255 528 5503 288 747 474 1352 311 4084 21026 leaf_count=875 13016 53944 1024 767 12181 2256 7653 6935 82 8549 995 18622 409 45 999 227 102005 968173 2701 66698 23255 528 5503 288 747 474 1352 311 4084 21026 internal_value=7.67355e-06 0.000265038 -4.09309e-05 -0.0012576 4.49175e-05 -0.00116914 -0.00268953 0.000217958 -0.00357891 -0.00247077 -0.00347624 0.00193726 0.00484938 0.0115748 -0.00380135 0.00153902 0.00051811 -1.02703e-05 0.00143562 -0.000404501 -0.00106439 0.00171246 -0.00135996 0.00365723 0.00492772 -0.00228382 0.00369198 0.00566637 -0.000492573 -0.000165148 internal_weight=1.32572e+06 210597 1.11513e+06 27411 186100 23216 11035 162884 8779 14395 9544 24497 2947 127 8652 21550 108940 1.08772e+06 21323 119543 31819 3061 28758 2059 1771 1002 2538 1663 4851 87724 internal_count=1325724 210597 1115127 27411 186100 23216 11035 162884 8779 14395 9544 24497 2947 127 8652 21550 108940 1087716 21323 119543 31819 3061 28758 2059 1771 1002 2538 1663 4851 87724 is_linear=0 shrinkage=0.05 Tree=158 num_leaves=31 num_cat=1 split_feature=55 52 92 54 54 52 98 92 55 90 12 52 60 54 52 63 114 12 136 33 12 78 64 57 83 53 81 62 35 60 split_gain=6.21004 10.1823 14.1705 12.8889 11.9989 12.4978 17.2674 12.9959 34.7231 21.937 20.3136 14.5046 13.7631 11.8618 11.5634 10.8256 10.728 10.7184 10.4482 17.78 15.7853 12.6047 9.70652 12.7844 10.6941 11.7714 11.1451 10.6028 10.4985 9.64944 threshold=12.444999694824221 6.9649999141693124 -0.95060402154922474 8.1250000000000018 5.0150001049041757 4.2550001144409189 -0.66461622714996327 -0.25851632654666895 1.3149999976158144 -0.57570204138755787 2.435000061988831 2.6750000715255742 0.25847588479518896 3.304999947547913 2.304999947547913 0.35112658143043524 -0.89490029215812672 3.5149999856948857 0 13.449999809265138 1.235000014305115 8.4449996948242205 23.545000076293949 283.12493896484381 277.03976440429693 0.34499999880790716 270.84989929199224 0.40290760993957525 11.949999809265138 0.6782917082309724 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 29 5 7 13 10 11 14 12 22 -1 -7 15 -10 -11 -6 20 21 -14 -20 23 24 26 -26 -9 -25 -27 -4 right_child=-2 2 3 -5 17 6 -8 8 9 16 -12 -13 18 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 27 25 28 -28 -29 -30 -31 leaf_value=0.0016803689472224409 -0.00025223848634510731 -0.0013349142229323236 0.0019475583174320358 0.00023331554134610675 -0.00076654061718524347 0.0028272990349988252 -0.001344895977815033 1.6194823675070652e-05 -0.0031557921905020409 -0.00030914349400785508 0.0026466379678624224 0.0033948106965813172 -0.0015338110500135492 0.00075749733443169944 0.00013462504274550549 -0.00081997930222877172 -0.0035475286331048007 0.0045815115870050443 0.0024287557285980698 -2.7891347808109903e-05 0.00030169365978101244 0.00039624815515553662 0.0036226559702187433 -0.0024974298185891698 0.002820175837377393 -0.0014030113547718575 -0.0021042655693958578 0.00041716444033795119 0.0013762605799226496 0.00015338159160162919 leaf_weight=15668 196357 9247 26518 55021 58934 10170 6873 643709 6518 3262 9522 3181 20525 21674 23528 20757 11840 952 15351 69873 27284 15162 1855 9132 6965 5492 6257 4740 8911 10446 leaf_count=15668 196357 9247 26518 55021 58934 10170 6873 643709 6518 3262 9522 3181 20525 21674 23528 20757 11840 952 15351 69873 27284 15162 1855 9132 6965 5492 6257 4740 8911 10446 internal_value=7.28988e-06 5.24127e-05 0.000530868 0.000718431 5.30308e-06 4.77831e-05 0.000927969 1.11215e-05 -7.84032e-05 -0.00117493 0.000401546 2.62939e-05 0.000271085 0.00141853 -0.000677564 -0.00137818 -0.00284804 -0.000681523 0.000122088 0.000411798 -0.00048621 0.0014188 1.06981e-05 9.1978e-07 3.19653e-05 0.00113258 -4.21812e-06 -0.00150153 0.000316498 0.00144053 internal_weight=1.32572e+06 1.12937e+06 101232 91985 1.02814e+06 968249 38717 929532 756147 65905 173385 690242 163863 31844 50803 27275 15102 59886 148195 100386 47809 30513 687061 685206 671334 21368 649966 13872 14403 36964 internal_count=1325724 1129367 101232 91985 1028135 968249 38717 929532 756147 65905 173385 690242 163863 31844 50803 27275 15102 59886 148195 100386 47809 30513 687061 685206 671334 21368 649966 13872 14403 36964 cat_boundaries=0 1 cat_threshold=212 is_linear=0 shrinkage=0.05 Tree=159 num_leaves=31 num_cat=3 split_feature=28 136 84 58 55 111 12 0 53 38 133 36 129 53 7 66 39 60 136 103 92 39 76 30 93 70 136 84 123 121 split_gain=6.14014 10.0809 11.2095 13.017 7.43751 10.6428 13.1812 15.7102 13.1989 9.475 8.52677 13.9678 12.2725 8.7626 8.48008 8.30906 8.81032 8.26682 9.93425 7.98351 13.2969 7.82076 10.3738 9.88977 9.7541 9.64586 11.3362 11.8321 10.2814 9.2609 threshold=1024.549987792969 0 0.7457910180091859 263.58554077148443 12.444999694824221 -0.4610620886087417 1.1549999713897707 186.50000000000003 6.3550000190734872 14.34999990463257 1016.5499877929689 15.650000095367433 237.50000000000003 0.30500000715255743 3.6499999761581425 31.625000000000004 13.150000095367433 0.7717723846435548 1 -0.62481704354286183 -0.3316215425729751 9.3499999046325701 40.82500076293946 1011.0499877929689 0.21563421189785006 283.44541931152349 2 0.89808821678161632 -0.3172925859689712 -0.13052122294902799 decision_type=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 1 2 2 2 left_child=4 2 -2 -4 5 6 -1 9 14 -8 12 -12 19 -14 -9 -15 -17 18 -6 20 -7 25 -23 -24 -25 -21 28 -28 -27 -30 right_child=1 -3 3 -5 17 10 7 8 -10 -11 11 -13 13 15 -16 16 -18 -19 -20 21 -22 22 23 24 -26 26 27 -29 29 -31 leaf_value=-0.0013106842520222985 0.00018512098484319364 2.6576058992986173e-05 0.007120102690494021 0.0018473268871575799 -0.0011964541689022511 -0.0002850647998182196 -5.4532712663350221e-05 0.00099682686027405243 0.0010759516883537856 0.0030502042919349228 0.0022814349841068461 -0.0047397447508220995 0.0059461670325448119 -0.001465173031947089 0.0064351324875576779 -0.0020875061414715916 -0.012770678867110172 0.00011719569763812075 -0.00021824734381320726 5.4148198399268935e-05 -0.0028246339830702884 4.6119104926268151e-05 -0.0018408667596818877 0.0054554160719228256 0.001339522101564881 0.0011442555641310382 -0.0067404084831916905 0.00048125676640127643 -0.0047084298110597524 0.00043186795391692012 leaf_weight=5067 10205 39599 1332 9654 41207 31311 12094 918 3477 3084 7430 783 375 11086 3271 438 345 68654 70133 11843 6170 969560 1478 2141 4393 3128 2051 784 2296 1417 leaf_count=5067 10205 39599 1332 9654 41207 31311 12094 918 3477 3084 7430 783 375 11086 3271 438 345 68654 70133 11843 6170 969560 1478 2141 4393 3128 2051 784 2296 1417 internal_value=6.92538e-06 0.000497777 0.00137763 0.00248663 -1.66639e-05 3.27189e-05 0.000996437 0.00150818 0.00335318 0.000576315 7.27182e-06 0.00161206 -5.29485e-06 -0.001579 0.00524335 -0.00181676 -0.00679465 -0.000314326 -0.000580409 1.32938e-05 -0.00070312 4.01702e-05 6.09254e-05 0.00185269 0.00268818 -0.000902707 -0.00207386 -0.00472663 -0.00096619 -0.00274673 internal_weight=1.32572e+06 60790 21191 10986 1.26493e+06 1.08494e+06 27911 22844 7666 15178 1.05703e+06 8213 1.04882e+06 12244 4189 11869 783 179994 111340 1.03657e+06 37481 999091 977572 8012 6534 21519 9676 2835 6841 3713 internal_count=1325724 60790 21191 10986 1264934 1084940 27911 22844 7666 15178 1057029 8213 1048816 12244 4189 11869 783 179994 111340 1036572 37481 999091 977572 8012 6534 21519 9676 2835 6841 3713 cat_boundaries=0 1 2 3 cat_threshold=1810 662 128 is_linear=0 shrinkage=0.05 Tree=160 num_leaves=31 num_cat=1 split_feature=76 93 64 7 1 79 76 19 67 54 12 68 28 79 65 136 75 53 27 39 33 32 102 106 93 82 12 6 21 126 split_gain=5.91639 8.40623 8.26138 7.54003 6.95242 6.84381 22.9067 17.8166 14.8713 17.0094 17.6728 13.3277 12.0027 11.9647 10.3292 9.94941 9.30584 9.09918 8.05242 7.91417 12.4866 11.4509 10.1324 9.56399 11.672 7.75522 8.08577 7.67851 9.98001 8.4849 threshold=40.82500076293946 -0.58834281563758839 4.6549999713897714 13.150000095367433 348.50000000000006 15.194999694824221 11.465000152587892 6.9049999713897714 0.63499999046325695 3.4550000429153447 1.9450000524520876 267.79208374023443 1006.3500061035157 9.2550001144409197 4.2349998950958261 0 0.93295806646347057 0.87500000000000011 211.50000000000003 12.750000000000002 11.650000095367433 10.550000190734865 -0.68165686726570118 -0.64244329929351796 0.85591378808021557 318.84022521972662 1.0850000381469729 5.7500000000000009 5.8750000000000009 -0.76037701964378346 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=5 4 3 -3 -2 6 25 -7 -8 10 13 12 -12 -10 27 17 19 18 -13 21 -21 22 -16 24 -22 -1 -27 28 29 -9 right_child=1 2 -4 -5 -6 7 8 14 9 -11 11 15 -14 -15 16 -17 -18 -19 -20 20 23 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-6.1871197862317465e-06 0.0034765997468427334 -0.0049728726912474479 0.00079664047272879214 0.0042821740001122788 0.024530348088592294 0.0012382360407694802 -0.001252132537193508 0.0091058820413564105 0.002379258425586566 0.00043769272063834516 -0.011672791637447923 -0.02131657779894092 0.00066656779257187116 -0.00025990980811610968 0.009592068790886487 0.0020960676512226128 -0.0031644621889884632 0.0041016258061502301 0.0091884539797970274 0.0022293591349138407 -0.00033015870025858169 -0.0010454144227988996 0.00014720211248303331 0.0010721420246184441 -0.0062152687174750476 -0.0028240100963535172 -0.00048171206863719518 -0.001980385478644606 -0.0016365082954620518 0.0010861778597809457 leaf_weight=1002951 1990 1135 18241 273 40 17152 8287 371 7229 56511 225 22 1588 10579 287 5541 2748 6101 1298 6762 37269 46572 26817 13819 862 4425 22017 17214 4465 2971 leaf_count=1002951 1990 1135 18241 273 40 17152 8287 371 7229 56511 225 22 1588 10579 287 5541 2748 6101 1298 6762 37269 46572 26817 13819 862 4425 22017 17214 4465 2971 internal_value=9.04984e-06 0.000828266 0.000511799 -0.00317839 0.00389145 -4.56877e-06 4.08686e-05 -0.000293317 0.000773839 0.000962283 0.00187212 0.00315053 -0.000864792 0.000811437 -0.000457339 0.00371215 -0.000284557 0.00490939 0.00868004 -0.000224779 0.000208281 -0.000569882 0.000247212 -5.47895e-05 -0.000463199 -2.84706e-05 -0.00087369 -0.00139051 -8.988e-05 0.00197646 internal_weight=1.32576e+06 21679 19649 1408 2030 1.30408e+06 1.12677e+06 177309 97381 89094 32583 14775 1813 17808 160157 12962 135136 7421 1320 132388 58712 73676 27104 51950 38131 1.02939e+06 26442 25021 7807 3342 internal_count=1325762 21679 19649 1408 2030 1304083 1126774 177309 97381 89094 32583 14775 1813 17808 160157 12962 135136 7421 1320 132388 58712 73676 27104 51950 38131 1029393 26442 25021 7807 3342 cat_boundaries=0 1 cat_threshold=1811 is_linear=0 shrinkage=0.05 Tree=161 num_leaves=31 num_cat=1 split_feature=55 67 23 87 8 136 55 5 124 126 58 12 74 19 10 105 69 107 7 64 15 12 22 12 53 83 35 53 120 116 split_gain=5.6634 11.7522 15.1478 15.7689 23.9946 19.1518 15.0814 17.9031 14.2963 27.0173 12.2096 12.3173 11.2474 11.0094 11.9614 10.9299 10.6931 9.9606 9.26042 9.14493 11.6813 8.7793 9.6878 8.6558 8.43642 8.32462 12.2984 8.3018 8.25912 8.03468 threshold=8.1649999618530291 1.9249999523162844 5.3250000476837167 0.83094176650047313 6.2500000000000009 0 1.1050000190734866 0.35000000894069677 1.0000000180025095e-35 0.13052122294902804 74.078388214111342 2.9250000715255742 0.70301499962806713 10.405000209808351 8.9499998092651385 -0.78941825032234181 295.85675048828131 -0.76393666863441456 10.449999809265138 12.72499990463257 2.3349999189376835 1.8450000286102297 6.6050000190734872 1.575000047683716 4.9049999713897714 302.28146362304693 14.449999809265138 0.38499999046325689 -0.78257837891578663 -0.18222858756780622 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 12 6 4 21 -6 7 -3 15 24 -5 13 -1 14 28 -7 -11 -9 19 -16 -21 -4 -23 -2 -10 -15 -27 -18 -12 -25 right_child=23 2 3 10 5 8 -8 17 9 16 11 -13 -14 25 18 -17 27 -19 -20 20 -22 22 -24 29 -26 26 -28 -29 -30 -31 leaf_value=-1.323511197656005e-05 -0.00098144734311118973 0.016318070975097628 -0.00011751019545175235 -0.0021742426749808545 0.00030936494734080651 0.0026755232019118297 0.00068197528202924417 0.0013287221020807153 0.014820640451832724 0.0015399686705166102 -0.001100485984597818 0.0014040458481673966 -0.0011680074786353009 -0.00013628889043771567 -0.0023267973289706765 -0.00094476045705184386 0.013651389166867981 0.0051966408213544538 1.7805312326398014e-05 0.003158778986843345 -0.0018757610475789819 0.0045652780215803329 0.00072773962595042889 -0.0011106902697062902 0.0058319433705879206 0.00040110862601021183 0.0029635060598046242 0.0037836541345660497 0.00023764037841577819 -6.0814017537476741e-06 leaf_weight=740810 31319 262 62969 6747 17612 3883 14773 3857 607 8839 14742 14178 21704 23968 17433 4502 219 2928 10318 1920 2881 1971 9931 17888 458 14694 6873 7974 52947 206555 leaf_count=740810 31319 262 62969 6747 17612 3883 14773 3857 607 8839 14742 14178 21704 23968 17433 4502 219 2928 10318 1920 2881 1971 9931 17888 458 14694 6873 7974 52947 206555 internal_value=8.59814e-06 5.91226e-05 0.000320068 0.000223077 0.000662822 0.00158813 0.00158986 0.00349311 0.00243754 0.00322923 -9.07441e-05 -2.8603e-06 -4.61043e-05 -0.000139694 -0.000432553 0.000731753 0.00274614 0.00299788 -0.00122016 -0.00179465 0.000137636 0.000117881 0.00136325 -0.000202775 0.0109551 0.000505007 0.0012177 0.00404742 -5.37904e-05 -9.41182e-05 internal_weight=1.32576e+06 1.07e+06 307486 285666 118965 44094 21820 7047 26482 18097 166701 159954 762514 145776 100241 8385 17032 6785 32552 22234 4801 74871 11902 255762 1065 45535 21567 8193 67689 224443 internal_count=1325762 1070000 307486 285666 118965 44094 21820 7047 26482 18097 166701 159954 762514 145776 100241 8385 17032 6785 32552 22234 4801 74871 11902 255762 1065 45535 21567 8193 67689 224443 cat_boundaries=0 1 cat_threshold=6368 is_linear=0 shrinkage=0.05 Tree=162 num_leaves=31 num_cat=2 split_feature=129 129 132 91 8 105 13 122 79 108 85 23 67 136 83 56 0 86 53 10 80 136 107 4 15 39 67 80 67 54 split_gain=5.57558 8.21571 9.2819 8.97512 6.51932 21.3464 15.4244 9.86955 17.5606 14.6906 12.5452 13.172 12.3356 9.5826 12.9089 13.5266 15.8112 15.9022 11.3933 10.1936 10.055 9.1968 21.7423 16.9749 14.8833 13.0413 12.9856 11.002 18.1267 9.0418 threshold=338.50000000000006 237.50000000000003 1016.3500061035157 -0.87792515754699696 11.050000190734865 -0.92332294583320607 1.825000047683716 -0.46173103153705591 12.994999885559084 0.23172011226415637 0.82150653004646312 5.9049999713897714 0.33500000834465032 0 243.26403808593753 251.73410797119143 1.0000000180025095e-35 0.8716871738433839 3.6149998903274541 15.949999809265138 322.67764282226568 1 -0.63441044092178334 3.8500000238418584 1.3450000286102297 20.050000190734867 5.9449999332427987 264.92259216308599 4.305000066757203 2.6350001096725468 decision_type=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 2 2 2 2 2 left_child=1 4 3 -3 7 6 -6 8 21 12 -9 -12 -10 14 -7 16 19 -18 -19 20 -16 22 23 -1 25 -25 -26 -23 -29 -24 right_child=-2 2 -4 -5 5 13 -8 10 9 -11 11 -13 -14 -15 15 -17 17 18 -20 -21 -22 27 29 24 26 -27 -28 28 -30 -31 leaf_value=-0.00012961380681608374 0.001627875183315341 -0.0038097038916175227 0.00028261466282359857 -0.00093495834299412751 0.0054212000091519077 -4.9622175046222539e-05 0.0012547388448531989 -1.2552260188914162e-05 0.015161461142987824 -0.0012178872066098774 0.0014399840941009229 0.00025956385293513992 0.00057881951172870157 -0.00013957370083427279 -0.00056753937922354118 0.00060563322027463486 0.0048205643502963321 0.0028854205071578067 -0.001669483234452145 0.0099841519394521048 -0.014801872301231653 1.2355640385665167e-05 1.9759116833998461e-05 0.0039432656906810241 -0.0007614028120001493 0.014107609055766565 0.0025382276725811836 -0.0011032720712553918 7.937722273060838e-05 -0.0021614259450057974 leaf_weight=10489 5292 3966 8700 8608 3064 43330 8077 411200 147 60415 31717 92722 10769 117801 231 29826 5859 3554 2237 91 268 262993 49745 5191 4372 336 9377 69224 60908 5253 leaf_count=10489 5292 3966 8700 8608 3064 43330 8077 411200 147 60415 31717 92722 10769 117801 231 29826 5859 3554 2237 91 268 262993 49745 5191 4372 336 9377 69224 60908 5253 internal_value=8.16835e-06 1.67711e-06 -0.000972956 -0.00184169 1.76365e-05 0.000269619 0.0024006 -3.21484e-05 -0.000181083 -0.00091288 0.000120562 0.000560429 0.000775196 0.000152781 0.000556025 0.00118 0.00257961 0.00298402 0.00112591 -0.00540584 -0.00821243 -7.18527e-05 0.000400495 0.00148907 0.00236988 0.00456118 0.00148899 -0.000173703 -0.000549736 -0.000188571 internal_weight=1.32576e+06 1.32047e+06 21274 12574 1.2992e+06 214338 11141 1.08486e+06 549219 71331 535639 124439 10916 203197 85396 42066 12240 11650 5791 590 499 477888 84763 29765 19276 5527 13749 393125 130132 54998 internal_count=1325762 1320470 21274 12574 1299196 214338 11141 1084858 549219 71331 535639 124439 10916 203197 85396 42066 12240 11650 5791 590 499 477888 84763 29765 19276 5527 13749 393125 130132 54998 cat_boundaries=0 1 2 cat_threshold=1331 1280 is_linear=0 shrinkage=0.05 Tree=163 num_leaves=31 num_cat=3 split_feature=54 52 110 92 12 55 89 52 92 116 57 53 61 136 79 107 89 136 136 83 86 52 73 1 58 27 53 32 17 32 split_gain=5.41218 18.7615 16.6454 15.1852 22.0785 21.999 15.7286 13.3681 12.4144 12.3257 12.2972 13.959 13.3935 11.8633 11.3787 12.1952 10.6699 10.6145 10.5312 15.727 14.5353 11.6484 12.2936 12.8014 11.95 11.1773 11.8266 10.1851 10.0591 15.6764 threshold=3.5049999952316289 3.8549998998641972 0.69736242294311535 -0.23477246612310407 1.9950000047683718 1.3149999976158144 -0.54703882336616505 1.7749999761581423 -0.48718407750129694 0.94260558485984813 283.12493896484381 4.1150000095367441 0.37438282370567327 0 14.204999923706056 -0.29638524353504175 -0.29969391226768488 1 2 1.0000000180025095e-35 0.89783415198326122 0.47499999403953558 0.36797033250331884 335.50000000000006 117.68635940551759 311.50000000000006 0.034999999217689044 14.150000095367433 13.344999790191652 10.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 4 18 7 -7 10 -4 14 11 -5 -12 -3 15 -6 -9 -16 20 -20 25 22 -21 -24 -23 26 -1 -28 29 -2 right_child=28 2 8 5 9 6 -8 16 -10 -11 12 -13 -14 -15 17 -17 -18 -19 19 21 -22 24 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0061628887988164384 0.00068767270156260061 -0.00013918281670132523 -0.0028431777341266936 2.3626433413347777e-05 0.0047129313571722493 -0.00058895935077757735 -0.0026945039011173682 0.0030209394905594635 0.00077706456046937409 0.0081861326390763704 -0.0031149115685380575 -0.014390807107667485 0.00011951525962716189 0.0028328065788271852 0.0032863893689910775 -0.001905071446343113 -0.0027249819731408943 0.0003263841072307541 -0.0068667657104751981 0.0071989597831206859 -0.0012816998577962558 -0.0039227259292534599 0.00019719448017991063 0.0070014404114557803 -9.227067732579301e-05 2.5126649301840345e-05 0.0027239008319099841 0.00061298059508461174 0.0001311133629326484 -0.00053553510671774257 leaf_weight=1510 30308 4318 3219 667938 4576 38674 11509 5827 8958 762 6589 168 6224 15184 4013 821 938 12286 847 958 6643 2093 5210 797 74942 12222 10683 12286 182336 192923 leaf_count=1510 30308 4318 3219 667938 4576 38674 11509 5827 8958 762 6589 168 6224 15184 4013 821 938 12286 847 958 6643 2093 5210 797 74942 12222 10683 12286 182336 192923 internal_value=7.75988e-06 7.48277e-05 0.0012705 3.21976e-05 0.000489658 -6.12013e-05 -0.00107185 1.25494e-05 -0.000179949 0.00193581 -9.42396e-06 2.00018e-05 -0.00154377 0.00217615 0.00171629 0.00370619 0.00222424 0.00105739 0.000236304 -8.76443e-05 0.00087026 -1.92986e-05 0.00193886 0.00109997 -0.000196342 0.00126001 0.00187657 0.00159478 -0.000144411 -0.000369461 internal_weight=1.32576e+06 920195 31679 888516 150649 737867 50183 687684 12177 22458 680919 668106 12813 19502 21696 5397 6765 16299 128191 84847 43344 84000 6965 6007 77035 36701 24479 22969 405567 223231 internal_count=1325762 920195 31679 888516 150649 737867 50183 687684 12177 22458 680919 668106 12813 19502 21696 5397 6765 16299 128191 84847 43344 84000 6965 6007 77035 36701 24479 22969 405567 223231 cat_boundaries=0 1 2 3 cat_threshold=6176 1027 3842 is_linear=0 shrinkage=0.05 Tree=164 num_leaves=31 num_cat=0 split_feature=16 116 94 116 83 94 54 64 23 75 19 64 94 122 16 32 39 27 70 32 29 39 67 120 21 78 4 127 17 12 split_gain=5.40692 9.00906 13.5619 14.9792 7.38609 8.68765 6.81283 17.5055 15.3621 12.6294 11.6126 11.1665 15.7545 12.764 11.5714 10.6883 14.0219 12.5182 10.4148 9.55299 9.77913 10.9136 9.51947 14.6188 10.8623 12.8012 11.5585 9.42112 9.37585 11.1631 threshold=18.219999313354496 -0.81408452987670887 -0.10883476212620734 0.38266885280609136 282.21890258789068 -0.46012265980243677 3.0049999952316289 2.5249999761581425 5.3849999904632577 0.71400201320648204 10.405000209808351 23.884999275207523 0.58437734842300426 -0.35019405186176294 13.344999790191652 10.250000000000002 12.449999809265138 213.50000000000003 303.09671020507818 1.8000000119209292 1016.0499877929689 12.250000000000002 7.7650001049041757 0.35019405186176306 7.3949999809265146 6.8750000000000009 3.8500000238418584 -0.0087262028828264185 13.344999790191652 2.3149999380111699 decision_type=2 2 2 2 2 2 2 2 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 -3 -2 -6 7 9 18 -1 11 12 14 -14 -10 19 17 -17 -9 -8 21 -21 -18 24 25 -24 -26 -27 29 -19 right_child=1 2 -4 -5 5 -7 15 8 10 -11 -12 -13 13 -15 -16 16 22 28 -20 20 -22 -23 23 -25 26 27 -28 -29 -30 -31 leaf_value=1.1849898511719911e-05 0.00032447419262567891 0.0023020633012039095 0.00064728323085098971 0.010976416664938708 -0.0024852824645929866 -0.012521563503529421 -0.0010358078141794475 0.0013425484286331375 9.2638391046431215e-05 -0.0012075540267277628 0.0010776014562773456 0.0019734115483260122 -0.003219705140184072 7.3271838414274622e-05 0.0045781069980158845 0.0014011071994809046 -0.00041225944730972886 -0.0020798775381636794 0.0043869707472661062 0.001339003356622997 0.00027990313266449058 0.0055143337836363084 0.0029153725263704683 -0.0010805934110243232 -0.00061414111272236249 0.0028859626293894522 0.00055555487887504716 0.00036624930626415485 -0.00026010562385716282 -0.00065558915769016902 leaf_weight=715670 1723 1952 16882 668 961 278 8629 11708 63779 21883 42196 7001 6732 5228 1471 6033 125201 26721 3696 12453 30866 1790 7195 20107 38412 4135 46916 36069 31051 28356 leaf_count=715670 1723 1952 16882 668 961 278 8629 11708 63779 21883 42196 7001 6732 5228 1471 6033 125201 26721 3696 12453 30866 1790 7195 20107 38412 4135 46916 36069 31051 28356 internal_value=7.37426e-06 0.000776488 0.00116672 0.00451369 -0.0017928 -0.00473717 -5.88239e-06 7.34913e-05 0.000582253 -2.43295e-05 0.000400588 6.13535e-05 -0.000112022 -0.00178027 0.000193759 -0.000170527 -0.00026618 -0.000800664 0.00207302 0.000488421 0.000779994 0.00186374 -8.90138e-05 0.000175788 0.000366119 0.000973012 2.89943e-05 0.000625403 -0.000954891 -0.00134659 internal_weight=1.32576e+06 22464 19502 2620 2962 1239 1.3033e+06 879364 141811 737553 126407 84211 77210 11960 65250 423934 370196 92161 15404 53738 45109 14243 278035 152834 132727 47399 85328 40204 86128 55077 internal_count=1325762 22464 19502 2620 2962 1239 1303298 879364 141811 737553 126407 84211 77210 11960 65250 423934 370196 92161 15404 53738 45109 14243 278035 152834 132727 47399 85328 40204 86128 55077 is_linear=0 shrinkage=0.05 Tree=165 num_leaves=31 num_cat=2 split_feature=86 64 10 22 63 78 31 54 136 93 87 60 7 125 71 136 4 109 33 2 39 119 64 109 33 57 68 55 30 52 split_gain=5.82156 7.96894 11.3114 8.37244 7.86762 7.05493 6.1716 6.52106 7.66743 5.77779 5.76504 6.15757 6.79582 7.00833 5.59233 13.6193 18.779 14.244 14.0612 12.7263 11.9155 18.245 11.1846 10.7735 10.7657 10.6153 10.4327 9.74021 15.6869 12.3739 threshold=0.89783415198326122 4.0850000381469735 4.7500000000000009 5.5450000762939462 0.54293385148048412 3.7949999570846562 1014.6499938964845 2.4750000238418584 0 -0.81691437959671009 0.90019428730010997 0.43973810970783239 9.9499998092651385 0.9980967938899995 291.89070129394537 1 7.7500000000000009 0.84432879090309154 13.949999809265138 85.500000000000014 9.3499999046325701 0.95878320932388317 0.7150000035762788 -0.82507988810539235 8.3499999046325701 283.12493896484381 298.80912780761724 5.5850000381469735 1012.1499938964845 16.625000000000004 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 3 -2 5 -4 -3 8 9 -8 -7 12 13 -12 25 16 17 -16 19 23 24 27 -19 -17 -21 -1 -20 28 -22 -29 right_child=1 6 4 -5 -6 10 7 -9 -10 -11 11 -13 -14 -15 15 18 -18 22 26 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=1.7936716563815261e-05 0.0031563855353666037 -0.00064343898584517554 -0.0080005356183445505 -0.00058765182924698381 0.0003814594813833433 -0.0012467074276681955 0.011217725033856756 4.4320175642451602e-05 0.00052773565858719692 0.0034849359252232012 -0.0054133198783858621 -0.00094191716531609069 -0.0010691118957987572 -0.026231723273366054 0.00092290933438387169 -0.0064118753684049489 0.0027492330960298263 -0.0092716022936896701 0.00015548588669397749 0.0013362370612160651 -0.0012748502841914444 0.0073412588126701072 -0.0010418533396078112 0.0011548316648097318 -0.002997108174597024 -0.00058425953566720173 -0.0011684474056789073 -0.00091447392253477487 0.00093839424956025218 0.00041982392670080853 leaf_weight=899355 2047 17731 544 5519 3068 7236 278 11602 2927 1843 2887 1813 1083 41 29804 476 11487 439 26291 1931 9512 881 6930 40107 5561 79663 34284 36586 50569 33092 leaf_count=899355 2047 17731 544 5519 3068 7236 278 11602 2927 1843 2887 1813 1083 41 29804 476 11487 439 26291 1931 9512 881 6930 40107 5561 79663 34284 36586 50569 33092 internal_value=3.36754e-06 -0.000483767 -0.00117809 0.000425307 -0.00190574 -0.00242155 5.71857e-06 0.000697023 0.00219715 0.00447736 -0.00218916 -0.00336011 -0.00445315 -0.00570483 2.59059e-05 0.000219602 0.000982054 0.000436234 6.45122e-05 0.000287659 5.89592e-05 0.000170168 -0.00153213 0.00106608 -0.00188022 -3.10642e-05 -0.000593829 0.00012148 0.000587994 -0.000280779 internal_weight=1.32559e+06 58619 24238 7566 16672 13604 34381 16650 5048 2121 13060 5824 4011 2928 1.26697e+06 287950 48660 37173 239290 178715 138132 130640 7369 40583 7492 979018 60575 129759 60081 69678 internal_count=1325587 58619 24238 7566 16672 13604 34381 16650 5048 2121 13060 5824 4011 2928 1266968 287950 48660 37173 239290 178715 138132 130640 7369 40583 7492 979018 60575 129759 60081 69678 cat_boundaries=0 1 2 cat_threshold=4375 3088 is_linear=0 shrinkage=0.05 Tree=166 num_leaves=31 num_cat=1 split_feature=39 86 136 30 76 54 32 79 94 129 125 105 11 20 6 120 39 31 93 64 107 92 117 2 63 119 8 100 63 104 split_gain=5.5823 11.1987 10.5809 16.2847 9.43508 17.2218 16.8133 15.0415 11.456 11.1043 9.81165 8.99725 8.6773 8.77572 10.2792 8.96203 8.56677 10.059 8.69656 8.43723 8.33421 8.32592 8.20673 7.90869 8.48106 7.44115 7.27004 8.31858 7.22378 7.68488 threshold=12.050000190734865 0.84848043322563182 0 1011.4500122070314 10.815000057220461 1.3049999475479128 11.750000000000002 12.114999771118166 0.10456630960106851 334.50000000000006 0.87878364324569713 -0.80846080183982838 16.150000572204593 6.5950000286102304 5.2500000000000009 -0.25037047266960138 8.6500000953674334 1021.8500061035157 -0.32861505448818201 2.9650000333786015 0.33377079665660864 -0.58673125505447377 -0.28400452435016627 12.500000000000002 0.56865283846855175 0.89490029215812694 13.150000095367433 0.032214604318141944 0.53727379441261303 -0.72203457355499256 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 3 -3 20 8 -7 -8 11 22 19 -6 13 14 15 -4 -16 18 -18 -9 -2 -19 -10 24 -5 -14 -20 -28 29 -24 right_child=4 2 12 23 5 6 7 10 9 -11 -12 -13 25 -15 16 -17 17 21 26 -21 -22 -23 28 -25 -26 -27 27 -29 -30 -31 leaf_value=-2.6489805506936299e-05 -6.3631827645122288e-07 -0.0034296951546366316 -0.0021552932273688711 0.0085435452684834139 0.00091774765910502274 0.0013197065921865081 0.00075654829138132608 -0.0020519781722204821 -0.0071121949153593296 0.012110373264237983 0.0007977726195012889 0.0035803042754043303 -4.3121390957649659e-05 -0.00050271387439735911 -0.0064843780458426967 0.0015548451086280009 -0.0014228483488548781 0.009697235388598676 -0.0048932840730124072 -0.000445669290129856 -0.0027735314090522904 -0.00012697825932769983 -0.0013906440646170215 0.00040292238906982866 -0.00054905240021497614 0.0052754497844657621 -0.011080197917737275 -0.0010877993163851908 0.0031173682040829013 0.0012667300789769393 leaf_weight=271058 801169 2805 3195 629 5082 26907 39346 9359 358 204 13927 8446 3338 16773 1301 3318 7207 248 5378 64613 2719 1654 5105 19059 433 819 225 2803 2284 5825 leaf_count=271058 801169 2805 3195 629 5082 26907 39346 9359 358 204 13927 8446 3338 16773 1301 3318 7207 248 5378 64613 2719 1654 5105 19059 433 819 225 2803 2284 5825 internal_value=3.19936e-06 -0.000171412 -0.000739197 0.000139307 6.34932e-05 0.000389151 0.000184147 -5.59768e-05 0.00154655 0.000531641 -0.000419685 0.00258007 -0.00117436 -0.0013898 -0.00197723 -0.000265191 -0.00256983 -0.00227906 -0.00269728 -0.000648901 -1.00151e-05 0.00115399 0.000357602 0.000636919 0.0048363 0.00100473 -0.00378994 -0.0018303 0.000559977 2.55686e-05 internal_weight=1.32559e+06 340243 69185 22926 985344 181456 154152 127245 27304 13776 87899 13528 46259 42102 25329 6513 18816 17515 15613 73972 803888 1902 13572 20121 1062 4157 8406 3028 13214 10930 internal_count=1325587 340243 69185 22926 985344 181456 154152 127245 27304 13776 87899 13528 46259 42102 25329 6513 18816 17515 15613 73972 803888 1902 13572 20121 1062 4157 8406 3028 13214 10930 cat_boundaries=0 1 cat_threshold=6151 is_linear=0 shrinkage=0.05 Tree=167 num_leaves=31 num_cat=2 split_feature=116 58 100 93 61 92 60 53 74 60 89 12 136 53 110 52 116 9 92 125 52 64 108 126 136 105 29 102 57 39 split_gain=5.66847 12.217 7.33255 6.8989 26.2833 13.1597 16.9055 12.1134 9.57336 8.46926 8.25739 8.15022 9.9211 9.81871 7.9743 7.89878 7.18898 7.10578 7.09749 7.61424 7.41525 7.24755 7.06741 7.00629 6.98275 9.67976 6.79805 6.7969 8.17063 6.63599 threshold=-0.95368063449859608 230.33657073974612 0.56104251742362987 -0.6111149489879607 0.28358444571495062 -0.25851632654666895 0.42731185257434851 0.65500000119209301 0.62424722313880932 0.69000372290611278 0.01957581099122763 1.5850000381469729 0 2.2350000143051152 -0.12963414937257764 3.3449999094009404 -0.28400452435016627 17.849999427795414 -0.25851632654666895 0.93663650751113903 1.8450000286102297 1.5649999976158144 -0.191200315952301 0.90992662310600292 1 -0.82120370864868153 1015.2500000000001 0.043869560584425933 163.71368408203128 12.050000190734865 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 1 2 2 2 2 2 left_child=1 -1 -3 4 11 9 7 8 27 17 29 12 26 -13 16 -8 -9 23 20 -20 -12 -22 -15 -6 -25 -26 -2 -7 -29 -5 right_child=3 2 -4 10 5 6 15 14 -10 -11 18 13 -14 22 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.00022398936595093268 0.001432370495042035 -0.0019440206425170273 -0.0075983352543387041 -0.00020738329836754796 0.00027415942895837154 0.00094553521340081141 -0.00024969190529742428 -0.0029855725603540988 -0.0020715930489852694 -0.00091297204174190265 0.0015565770943277244 0.0043521426521941006 0.00013527815156575513 0.010383301692535029 -0.0028070808122964571 0.004361209688853695 0.0048363777495701483 0.0114332976872229 -0.0041473323804229667 0.0002364681296726685 -0.0096536484195817434 -0.0010994401141715571 0.00070463502178906676 0.00041986216412380657 0.006109988588465543 0.0013918463772768651 0.0059359257715059901 0.021960415665737608 0.0055715117421017831 7.1524310205828216e-05 leaf_weight=70862 1987 5740 637 294336 105206 820 1973 516 1185 13519 2686 5723 8404 198 12233 1755 682 146 3352 1406 307 1280 3978 5469 1673 3104 1449 88 560 774313 leaf_count=70862 1987 5740 637 294336 105206 820 1973 516 1185 13519 2686 5723 8404 198 12233 1755 682 146 3352 1406 307 1280 3978 5469 1673 3104 1449 88 560 774313 internal_value=3.03939e-06 -0.00041263 -0.00250883 2.87581e-05 0.000324124 8.70611e-05 -0.0011128 -0.00181597 0.00127142 0.000271171 -1.80179e-05 0.00194819 0.00106297 0.003007 -0.00242582 0.00192094 0.00146732 0.000409654 -0.00152357 -0.00285191 -4.44623e-05 -0.00275422 0.00116354 0.000395714 0.00164383 0.00303787 0.0033219 0.00396996 0.00779717 -5.29469e-06 internal_weight=1.32559e+06 77239 6377 1.24835e+06 170668 148929 19812 16084 2653 129117 1.07768e+06 21739 11840 9899 13431 3728 1198 115598 9031 4758 4273 1587 4176 115452 10246 4777 3436 1468 648 1.06865e+06 internal_count=1325587 77239 6377 1248348 170668 148929 19812 16084 2653 129117 1077680 21739 11840 9899 13431 3728 1198 115598 9031 4758 4273 1587 4176 115452 10246 4777 3436 1468 648 1068649 cat_boundaries=0 1 2 cat_threshold=3392 115 is_linear=0 shrinkage=0.05 Tree=168 num_leaves=31 num_cat=3 split_feature=108 120 84 136 109 136 0 20 100 23 79 2 79 3 93 38 61 135 52 28 136 94 71 55 56 61 37 54 16 133 split_gain=5.36584 12.3999 9.69814 9.62539 7.09387 18.166 28.4365 18.1229 15.4391 14.7846 14.4773 10.4718 9.14943 9.02674 8.89536 8.68446 8.25043 8.66581 8.17503 8.14184 10.7409 15.8759 9.31071 8.97415 8.90219 9.89964 8.68618 8.54034 15.2006 14.6065 threshold=-0.88447460532188404 -0.061046212911605828 0.87479326128959667 0 0.14084614068269732 1 204.50000000000003 7.2950000762939462 -0.31654584407806391 4.8550000190734872 8.2950000762939471 295.50000000000006 1.735000014305115 247.50000000000003 0.21563421189785006 10.750000000000002 0.69385901093482982 1016.4500122070314 0.11499999836087228 1021.4500122070314 2 -0.2142243683338165 296.57348632812506 1.1749999523162844 339.60906982421881 0.52104458212852489 9.5500001907348651 3.0049999952316289 12.50999975204468 1019.2500000000001 decision_type=2 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 left_child=1 -1 -3 -4 5 9 8 11 12 10 13 -8 -7 -2 15 -11 17 -14 -12 24 21 26 -23 -24 27 -26 -21 -6 29 -29 right_child=4 2 3 -5 19 6 7 -9 -10 14 18 -13 16 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 25 -27 -28 28 -30 -31 leaf_value=0.0019121964025698294 -0.00086498527752637458 -0.00094458317943202179 0.0022054351492589641 -0.00703556757945721 1.9247303598442919e-05 -0.0023925870601961561 0.007312960455387367 0.0018389011477102696 -0.00023035747814522433 0.0017718126500314822 0.01036050247736521 0.0020832719548063683 0.0068474207853827032 0.0023166947369230181 -0.0011239734599607419 -9.7712040372941605e-05 -6.4755774566572027e-05 0.036541019275784493 0.0029819356790648961 -0.015591205698277417 -8.0953167243370014e-05 9.4021820023282947e-05 0.0062191975142377488 0.0011360816641604065 -0.0033965517637463438 0.003473410411251376 0.0038837669429403901 -0.00075316390694893994 6.7056525453312483e-05 0.0034419820749233285 leaf_weight=3584 3744 16560 362 1257 719856 459 2883 13046 23724 6725 682 1433 1432 5510 19962 81407 504 25 835 58 80074 40116 900 24658 3559 615 4459 132066 132984 2108 leaf_count=3584 3744 16560 362 1257 719856 459 2883 13046 23724 6725 682 1433 1432 5510 19962 81407 504 25 835 58 80074 40116 900 24658 3559 615 4459 132066 132984 2108 internal_value=2.88763e-06 -0.000775749 -0.00130568 -0.00499916 1.58844e-05 0.000325111 0.00119915 0.00276805 0.000157711 5.102e-06 0.00177163 0.0055766 0.00396207 0.00102944 -0.000170923 4.49439e-05 0.00544946 0.00735692 0.00629913 -2.81029e-05 0.000314863 0.000766314 0.000569214 0.00131508 -8.00969e-05 -0.00238433 0.0036337 -7.03525e-05 -0.000311779 -0.000687254 internal_weight=1.32559e+06 21763 18179 1619 1.30382e+06 162371 43506 17362 26144 118865 10771 4316 2420 9254 108094 88132 1961 1457 1517 1.14145e+06 150265 70191 65674 25558 991188 4174 4517 987014 267158 134174 internal_count=1325587 21763 18179 1619 1303824 162371 43506 17362 26144 118865 10771 4316 2420 9254 108094 88132 1961 1457 1517 1141453 150265 70191 65674 25558 991188 4174 4517 987014 267158 134174 cat_boundaries=0 1 2 3 cat_threshold=133 2288 5907 is_linear=0 shrinkage=0.05 Tree=169 num_leaves=31 num_cat=2 split_feature=124 68 15 12 54 41 94 54 115 4 136 90 92 52 127 54 122 92 14 12 95 93 136 71 21 79 108 134 92 107 split_gain=5.23489 9.76913 9.94601 12.1511 10.2451 8.82158 8.28565 15.0785 8.5378 8.18161 7.90995 7.03008 8.20046 9.53352 8.23447 7.85676 6.68802 6.66263 6.57979 6.52058 6.27434 6.13159 6.08581 8.70892 15.365 15.121 12.061 11.3968 10.2402 10.238 threshold=0.9238443672657014 318.06129455566412 1.3650000095367434 3.5149999856948857 0.50499999523162853 9.4499998092651385 -0.28485339879989618 0.54500001668930065 0.061046212911605842 2.8500000238418584 0 1.0000000180025095e-35 0.67173522710800182 0.11499999836087228 -0.11319890245795249 0.14500000327825549 0.13052122294902804 -0.3316215425729751 0.97500002384185802 2.054999947547913 -0.034895312041044228 0.3663636595010758 1 285.11608886718756 7.9749999046325692 9.6350002288818377 -0.88447460532188404 1013.1499938964845 0.1721398010849953 -0.72385746240615834 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=1 11 4 5 -3 -4 7 8 -2 -9 -6 22 13 14 -13 -14 18 -16 -11 -15 -5 -17 -1 -24 25 26 27 -25 -26 -27 right_child=6 2 3 20 10 -7 -8 9 -10 16 -12 12 15 19 17 21 -18 -19 -20 -21 -22 -23 23 24 28 29 -28 -29 -30 -31 leaf_value=-0.0001554800855905684 0.0055366414086474858 0.0099659244892083953 -0.0012910014571800043 0.0076361765077943723 0.0037640065299968575 -0.006194116401828844 0.00012349826989821512 -0.00065749246523694508 -0.017226741108156387 -0.0021340716318963781 -0.0022260666316788725 -0.00053978161791124856 0.0039365011093711174 -0.00092538838002919222 0.017977306923184676 -0.0029437228068797164 0.0045661473010003596 0.0031982177108811748 0.0014701071832341687 0.0010875471924796322 0.00086007701327183534 -0.0090286864004502556 -1.7554781064905847e-06 -0.0021217982197600095 -0.0014825654595952433 -0.00021193042880762142 0.0015290185358385368 -0.021063965522848508 0.00010177492282012196 0.00097173394881190211 leaf_weight=359532 2141 360 27520 378 1126 949 143234 7032 42 1433 1062 269 300 26825 172 1399 1520 137 10886 4733 3550 588 553608 1207 13829 45309 46899 85 38852 30610 leaf_count=359532 2141 360 27520 378 1126 949 143234 7032 42 1433 1062 269 300 26825 172 1399 1520 137 10886 4733 3550 588 553608 1207 13829 45309 46899 85 38852 30610 internal_value=2.7414e-06 -3.48902e-05 -0.000858192 -0.00109476 0.00214965 -0.00145444 0.000265095 0.00114483 0.00509868 0.000731279 0.000863605 -9.30188e-06 -0.000712817 -0.000506943 0.00585649 -0.00360568 0.00143695 0.0114248 0.00105085 -0.000623493 0.00151216 -0.00474441 1.29171e-05 9.58098e-05 0.000401334 0.000705023 0.00139773 -0.00336799 -0.000314122 0.000265315 internal_weight=1.32559e+06 1.1593e+06 34945 32397 2548 28469 166288 23054 2183 20871 2188 1.12435e+06 34423 32136 578 2287 13839 309 12319 31558 3928 1987 1.08993e+06 730399 176791 124110 48191 1292 52681 75919 internal_count=1325587 1159299 34945 32397 2548 28469 166288 23054 2183 20871 2188 1124354 34423 32136 578 2287 13839 309 12319 31558 3928 1987 1089931 730399 176791 124110 48191 1292 52681 75919 cat_boundaries=0 1 2 cat_threshold=1364 720 is_linear=0 shrinkage=0.05 Tree=170 num_leaves=31 num_cat=2 split_feature=88 82 39 87 35 102 32 4 81 136 56 35 85 122 9 39 30 35 95 31 136 91 89 53 92 63 94 4 91 97 split_gain=7.1059 6.64946 6.05791 12.7438 16.6826 9.07956 8.18179 6.30687 9.96879 9.28419 9.31547 7.44564 6.60226 5.86041 6.18713 6.11062 5.59339 5.31998 5.31108 5.30465 9.04222 5.26916 5.2668 10.557 8.84977 7.72516 7.47225 8.34724 6.71876 6.47219 threshold=0.76578259468078624 323.93957519531256 9.3499999046325701 0.81277394294738781 11.750000000000002 0.24697965383529666 8.5500001907348651 12.84999990463257 215.012321472168 0 253.9344177246094 10.34999990463257 0.89208111166954052 -0.095842104405164705 10.150000095367433 6.9500000476837167 1010.6499938964845 8.2500000000000018 -0.96861711144447316 1016.6499938964845 1 -0.3317465186119079 1.0000000180025095e-35 0.80500000715255748 -0.25851632654666895 0.55430173873901378 -0.92910584807395924 4.1499998569488534 -0.95651498436927784 -0.34315577149391169 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=2 19 3 -1 5 -5 17 22 12 10 11 -10 -9 15 -15 -8 -13 -7 -17 21 -21 -2 -4 -24 -25 28 27 -27 -26 -30 right_child=1 -3 7 4 -6 6 13 8 9 -11 -12 16 -14 14 -16 18 -18 -19 -20 20 -22 -23 23 24 25 26 -28 -29 29 -31 leaf_value=0.00012817370494501939 -0.0022867765362316736 0.001707910843244456 2.2753077857723338e-05 0.0006163610344395215 0.0076281566207190279 -0.0027852396883097279 -0.016886038595226176 8.4468272671399164e-05 -0.0024820916170254352 0.00089790622019424681 0.0026026031254845743 0.0025286972829170768 -0.0062384252046028439 -0.0030959458435667591 0.0042730583089186829 0.0034810120409504326 0.013394769225535667 0.0026154861473170064 -0.0048522947989970734 0.0053328762656202171 -0.0030960427174329427 -0.0066639658649568336 0.0011964632848450029 -0.0005623258272194813 0.00062078724972100627 -0.0037272498287536484 0.00070614906538142628 0.031156767857201558 -0.0046686362612239976 0.0018730932689031239 leaf_weight=17134 1917 1079 1222842 1957 427 951 102 15711 125 9084 3132 155 424 1120 382 199 502 876 4878 484 884 1072 7025 27019 937 27 303 47 3961 418 leaf_count=17134 1917 1079 1222842 1957 427 951 102 15711 125 9084 3132 155 424 1120 382 199 502 876 4878 484 884 1072 7025 27019 937 27 303 47 3961 418 internal_value=-2.08329e-06 -0.00180613 5.34757e-06 -0.000721913 -0.00205917 -0.00245444 -0.00316078 2.11268e-05 0.000748456 0.00177895 0.00381173 0.00870315 -8.16865e-05 -0.00397161 -0.0012218 -0.0047691 0.0108312 -0.000195729 -0.00452566 -0.00267637 -9.75302e-05 -0.00385665 4.34424e-06 -0.000562158 -0.000939827 -0.00273145 0.00418487 0.0184288 -0.00322194 -0.00404419 internal_weight=1.32517e+06 5436 1.31974e+06 28026 10892 10465 8508 1.29171e+06 29133 12998 3914 782 16135 6681 1502 5179 657 1827 5077 4357 1368 2989 1.26258e+06 39737 32712 5693 377 74 5316 4379 internal_count=1325174 5436 1319738 28026 10892 10465 8508 1291712 29133 12998 3914 782 16135 6681 1502 5179 657 1827 5077 4357 1368 2989 1262579 39737 32712 5693 377 74 5316 4379 cat_boundaries=0 1 2 cat_threshold=3636 7205 is_linear=0 shrinkage=0.05 Tree=171 num_leaves=31 num_cat=1 split_feature=88 82 39 35 87 102 4 81 92 93 85 136 80 32 95 55 92 52 67 39 32 4 20 79 120 87 61 92 34 16 split_gain=6.41154 6.0004 5.4784 12.0099 14.0672 7.96013 6.14239 10.949 12.9764 7.76271 6.40974 5.80404 5.70176 5.66708 5.66427 5.27758 9.29273 8.48193 6.87998 13.5922 16.59 13.766 12.6766 11.8677 11.3297 13.1683 13.3251 11.1875 10.7375 10.0061 threshold=0.76578259468078624 323.93957519531256 9.2500000000000018 11.750000000000002 0.80845457315444957 0.22654763609170916 13.750000000000002 215.012321472168 -0.28208675980567927 -0.56479567289352406 0.89579904079437267 0 327.92915344238287 8.5500001907348651 -0.97386455535888661 26.505000114440922 0.86857831478118908 26.345000267028812 8.1050000190734881 11.84999990463257 10.84999990463257 4.1499998569488534 6.5150001049041757 10.625000000000002 0.33379416167736059 0.83227837085723888 0.39454266428947454 -0.14608868211507794 12.250000000000002 10.405000209808351 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 -1 12 15 10 9 -9 -8 -10 -6 -7 -15 18 17 -17 -4 20 23 22 -21 29 25 26 27 -23 -26 -20 right_child=1 -3 6 -5 5 13 7 8 11 -11 -12 -13 -14 14 -16 16 -18 -19 19 21 -22 24 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=0.00010493798279314851 -0.0025422946319225521 0.0016225152981723897 -1.9813899287776717e-05 0.0067802806119778847 0.0015643671797684702 -0.00055276515615088962 9.8813239290272172e-05 0.015687112610195151 -0.00022555092234023059 0.0051019787567351113 -0.0075765598668083821 0.0029995927541632775 -0.010215451749973001 0.0043053373914208699 -0.004009719391677582 -0.0011215195655315576 0.0022994207205205182 -0.00012150976805886955 0.004926020219929262 0.0022945553551770217 -0.0011967453179357746 0.0058062784346210984 -0.00020435953044400649 -0.00018708682258689068 0.001675924291993946 0.0006186945815722136 0.0013462463571250124 0.001956546765339775 -0.0021287382681324509 0.0010506487717300683 leaf_weight=14162 4357 1079 959140 520 1553 1813 8500 258 2302 527 281 3544 110 212 6040 30038 3252 72104 2186 5527 29337 3543 62066 20663 2826 49202 23603 4038 5394 6997 leaf_count=14162 4357 1079 959140 520 1553 1813 8500 258 2302 527 281 3544 110 212 6040 30038 3252 72104 2186 5527 29337 3543 62066 20663 2826 49202 23603 4038 5394 6997 internal_value=-1.97794e-06 -0.00171562 5.08053e-06 -0.000737013 -0.000900638 -0.00236455 1.9065e-05 0.00101129 0.00254488 0.00858091 -0.000146806 0.00173436 0.000785185 -0.00301403 -0.00372776 7.11724e-06 -0.00033182 -0.000415593 3.75313e-05 0.000292901 -0.000352382 0.000537395 -2.62034e-08 0.000477581 0.000947367 0.00112816 0.001932 0.00375573 -0.000820712 0.00197318 internal_weight=1.32517e+06 5436 1.31974e+06 24410 23890 9728 1.29533e+06 15412 6631 785 8781 5846 1663 8065 6252 1.27992e+06 105394 102142 1.17452e+06 215382 59183 156199 67593 29846 88606 80386 31184 7581 8220 9183 internal_count=1325174 5436 1319738 24410 23890 9728 1295328 15412 6631 785 8781 5846 1663 8065 6252 1279916 105394 102142 1174522 215382 59183 156199 67593 29846 88606 80386 31184 7581 8220 9183 cat_boundaries=0 1 cat_threshold=4322 is_linear=0 shrinkage=0.05 Tree=172 num_leaves=31 num_cat=0 split_feature=88 54 83 58 22 28 92 74 116 71 55 92 52 70 12 67 19 80 16 12 15 108 116 93 56 55 64 14 132 36 split_gain=5.78642 5.24299 8.18624 7.02695 6.06988 5.18051 10.1379 8.14571 7.35389 6.26102 5.22546 8.69878 9.78449 6.90447 11.5412 7.47096 13.0035 11.6335 10.9506 17.4611 27.7025 13.9296 13.8446 19.5862 14.2932 11.9272 11.2735 10.5089 10.1887 11.1804 threshold=0.76578259468078624 1.3049999475479128 255.32298278808597 298.65454101562506 5.8650000095367441 1025.9500122070315 -0.016992477700114247 0.82525324821472179 -0.95368063449859608 318.06744384765631 26.505000114440922 0.86857831478118908 26.964999198913578 319.09481811523443 3.8149999380111699 2.7050000429153447 6.9049999713897714 272.99104309082037 13.344999790191652 1.8650000095367434 1.5950000286102297 0.24728941917419436 0.53727915883064281 -0.25670444965362543 261.34649658203131 4.4949998855590829 4.9549999237060556 1.6749999523162844 1016.2500000000001 15.650000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 -2 -4 10 7 8 -7 -10 13 12 -12 15 -15 17 -17 -1 19 25 21 -21 -20 -24 -25 28 -22 -28 -18 -30 right_child=1 -3 4 -5 -6 6 -8 -9 9 -11 11 -13 -14 14 -16 16 18 -19 22 20 26 -23 23 24 -26 -27 27 -29 29 -31 leaf_value=3.138696847578017e-05 -0.0091695570198201837 -0.003297120732709271 0.0029901364048548931 0.016895379924348423 -0.0019280519452890311 -0.011111306702124252 0.00033760068270112899 -0.00061221169641959916 0.0049018285625998187 0.01823326904559508 -0.0011782897564723345 0.0022226471865091379 -0.0001062903467765415 -0.00084756059877625202 0.0036335701370570749 0.0017730575515391674 -0.00010745505966544315 -0.00052193649989901929 0.00039134358026896406 0.00038694021244112009 -0.0013632078241126585 0.0046576940615918197 0.010018720664690936 0.0090233452164009947 0.0012925029742302694 -0.0010126514051727084 0.0040044688455518739 0.00031087152416180126 0.005706082574034709 -0.0054977340788293378 leaf_weight=675572 338 2525 1423 28 1122 69 31258 932 2062 92 30639 3180 69727 34661 1499 13133 82079 110536 69938 2910 10169 5552 748 630 11728 48874 1960 110157 1367 266 leaf_count=675572 338 2525 1423 28 1122 69 31258 932 2062 92 30639 3180 69727 34661 1499 13133 82079 110536 69938 2910 10169 5552 748 630 11728 48874 1960 110157 1367 266 internal_value=-1.878e-06 -0.00162983 -0.000183631 -0.00717552 0.000821882 4.82755e-06 0.000610249 0.0033115 0.00495652 0.00547123 -1.13819e-05 -0.000351968 -0.000433543 1.84599e-05 -0.000661797 3.99313e-05 0.00022874 -4.64168e-05 0.000170187 1.2312e-05 0.000422312 0.00318902 0.000670813 0.00216215 0.00168661 -0.000392005 0.00023086 0.000375442 -2.96491e-05 0.00388109 internal_weight=1.32517e+06 5436 2911 366 2545 1.31974e+06 34413 3155 2223 2154 1.28532e+06 103546 100366 1.18178e+06 36160 1.14562e+06 359511 786108 346378 263334 130748 8462 83044 13106 12358 132586 122286 112117 83712 1633 internal_count=1325174 5436 2911 366 2545 1319738 34413 3155 2223 2154 1285325 103546 100366 1181779 36160 1145619 359511 786108 346378 263334 130748 8462 83044 13106 12358 132586 122286 112117 83712 1633 is_linear=0 shrinkage=0.05 Tree=173 num_leaves=31 num_cat=2 split_feature=88 82 102 39 87 33 101 28 32 87 39 58 11 57 54 127 54 136 82 57 21 117 28 30 17 23 29 28 65 136 split_gain=5.22225 5.30738 5.14084 4.99327 10.4169 7.59019 5.68811 8.74985 5.59536 12.2961 10.5876 15.7875 9.0443 8.97942 8.95117 8.30371 11.0366 21.7427 9.8852 9.16985 8.56388 12.3105 9.44671 7.83871 8.16287 7.71423 7.52611 7.31436 7.45931 7.30315 threshold=0.76578259468078624 323.93957519531256 0.97378492355346691 9.3499999046325701 0.81277394294738781 8.3499999046325701 0.54734250903129589 1016.9500122070314 10.84999990463257 0.68702274560928356 12.550000190734865 236.51035308837893 15.34999990463257 268.46768188476568 1.1950000524520876 0.41467745602130895 14.085000038146974 0 290.91131591796881 261.31668090820318 5.3949999809265146 0.99535831809043895 1024.7500000000002 1010.3500061035157 11.120000362396242 5.5050001144409189 1021.3500061035157 1022.1499938964845 7.9849998950958261 1 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 1 left_child=3 -2 -3 4 -1 -6 7 -7 9 -5 11 13 26 -10 -14 16 17 -11 19 -19 21 22 -17 -22 25 -25 29 28 -27 -13 right_child=1 2 -4 8 5 6 -8 -9 10 15 -12 12 14 -15 -16 20 -18 18 -20 -21 23 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=0.00011288478467057331 -0.0023258191641114968 0.0025478328108577129 -0.010858767269808171 -7.3128576332336725e-06 0.0010279306164557153 0.00030031179175083584 -0.0039998684092641184 -0.0037709517552483689 8.7313003591298532e-05 0.00078073883118311691 5.0789254307896272e-05 -0.0019080723675281392 0.0057013283635011149 -0.0019574695645978215 0.00022090884416803714 -0.0023426880037138126 0.00023665458540367626 0.0091314761702885605 0.0024624023179931689 0.0039964600184665211 -0.0029884122529205887 -0.026647099949419502 0.0079202058347436835 0.0041912366246574153 4.7757105482781605e-05 -0.0010688564232961806 -7.113629608066425e-05 0.0029532507301975089 0.0013099279884409955 -0.00082217460258452119 leaf_weight=17134 4357 1002 77 196072 1877 3091 3621 2303 130163 12737 780155 24356 907 5600 4173 3411 14223 1451 4066 2169 1574 50 240 2141 28637 4944 18217 3888 9884 42654 leaf_count=17134 4357 1002 77 196072 1877 3091 3621 2303 130163 12737 780155 24356 907 5600 4173 3411 14223 1451 4066 2169 1574 50 240 2141 28637 4944 18217 3888 9884 42654 internal_value=-1.7841e-06 -0.00154834 0.00159111 4.58617e-06 -0.000655683 -0.0018647 -0.00246697 -0.00143794 1.89119e-05 0.000214281 -3.65184e-05 -0.000337812 -0.000850125 2.96909e-06 0.0011994 0.000700199 0.00130602 0.00205074 0.00414894 0.00605472 0.000316968 -0.00200552 -0.00166805 0.000485283 0.000595753 0.00134816 -0.000972289 0.00102293 0.000516786 -0.00121727 internal_weight=1.32517e+06 5436 1079 1.31974e+06 28026 10892 9015 5394 1.29171e+06 285487 1.00622e+06 226070 90307 135763 5080 89415 34646 20423 7686 3620 54769 3701 3651 51068 49494 20857 85227 18716 14828 67010 internal_count=1325174 5436 1079 1319738 28026 10892 9015 5394 1291712 285487 1006225 226070 90307 135763 5080 89415 34646 20423 7686 3620 54769 3701 3651 51068 49494 20857 85227 18716 14828 67010 cat_boundaries=0 1 2 cat_threshold=2272 4912 is_linear=0 shrinkage=0.05 Tree=174 num_leaves=31 num_cat=2 split_feature=103 136 32 36 111 39 20 77 92 93 36 93 61 92 60 53 92 60 52 94 57 136 67 53 13 74 53 86 8 131 split_gain=5.14919 8.01192 8.11934 11.9644 8.70718 12.7299 6.91469 6.83994 6.82319 8.36964 8.26736 6.30774 21.9386 13.6386 12.5209 12.7046 11.507 15.657 10.4591 11.7031 9.3097 9.74638 8.71728 9.08724 8.49193 8.37785 8.36693 8.18389 12.0047 7.82598 threshold=-0.73933106660842884 0 12.449999809265138 14.750000000000002 0.76556196808815014 12.84999990463257 4.9149999618530282 2.745000004768372 -0.82903259992599476 -0.48761244118213648 16.849999427795414 -0.6111149489879607 0.27773889899253851 -0.25851632654666895 0.45038852095603948 0.50499999523162853 -0.82903259992599476 0.42104910314083105 0.92500001192092907 0.60850593447685253 199.88430023193362 1 8.1050000190734881 0.38499999046325689 3.685000061988831 0.67897287011146557 0.80500000715255748 0.8508322834968568 6.4500000476837167 313.50000000000006 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 6 -6 -1 -5 9 -3 -10 12 22 20 15 25 17 18 -13 24 -14 -22 26 -24 -20 -15 -2 28 -23 -30 right_child=11 8 3 7 5 -7 -8 -9 10 -11 -12 16 13 14 -16 -17 -18 -19 19 -21 21 27 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0053213886249266415 0.0031169861718841714 7.982469723745454e-05 -0.0020070241219308396 -0.00076584218719007028 0.0041888216061384551 0.042298071365803484 0.0047311677273295452 0.00372737853960035 -0.00059090088948118478 -0.0037522042355782174 -0.0031429457400014801 0.0014583304134907808 -0.00018737702937722978 0.0043280302045111 0.0019870699103923476 -0.002140507438101655 -3.8454997371773069e-06 -0.0033210296176789892 -0.00070546863393465922 -0.005413414074719799 -0.000207908035967537 0.00097511263530106185 0.012828083967641844 0.0032684678980391861 0.022368257017806176 -0.0020740783957841642 0.00048635626526451333 0.00033993421557031254 0.003758334661360069 -0.0020658316053535383 leaf_weight=202 4386 14517 3506 1336 56 36 1117 2314 6450 1580 6247 5490 59334 1370 2793 15018 1088619 5955 12856 1422 23027 20984 264 4260 40 815 9724 23756 7072 628 leaf_count=202 4386 14517 3506 1336 56 36 1117 2314 6450 1580 6247 5490 59334 1370 2793 15018 1088619 5955 12856 1422 23027 20984 264 4260 40 815 9724 23756 7072 628 internal_value=-1.69563e-06 -0.000580351 0.000761625 7.90053e-05 0.00422899 0.0191011 0.00319166 0.00208274 -0.00097955 -0.000296308 -0.00184652 1.50919e-05 0.000295593 0.000100481 -0.00111808 -0.00162222 -2.85624e-05 -0.00107298 -0.000397133 -0.00110858 0.00028124 0.000649678 0.00191643 0.00382632 -0.0006339 0.00194006 0.00130407 0.0010261 0.00159473 0.00328332 internal_weight=1.32517e+06 37361 8567 7156 1411 92 1319 3650 28794 16097 12697 1.28781e+06 173431 154797 19996 17203 1.11438e+06 25763 19808 14318 134801 75467 18634 4524 12896 2185 14110 52440 28684 7700 internal_count=1325174 37361 8567 7156 1411 92 1319 3650 28794 16097 12697 1287813 173431 154797 19996 17203 1114382 25763 19808 14318 134801 75467 18634 4524 12896 2185 14110 52440 28684 7700 cat_boundaries=0 1 2 cat_threshold=2820 4304 is_linear=0 shrinkage=0.05 Tree=175 num_leaves=31 num_cat=1 split_feature=29 39 86 64 39 99 136 70 87 55 119 33 55 52 18 132 105 37 35 32 39 34 16 89 104 95 28 52 37 63 split_gain=5.82789 9.30453 8.85654 10.1293 8.53905 19.9847 11.1558 13.4294 10.484 10.0345 8.30397 8.21652 9.18916 14.6439 9.18639 8.67248 7.96026 14.5475 10.6656 9.58667 7.79737 7.76279 9.59519 7.6525 9.57703 7.46845 7.39261 7.08241 6.72124 6.6136 threshold=1013.4500122070314 7.5499999523162851 0.89636605978012096 1.5249999761581423 15.84999990463257 -0.74265876412391651 0 291.61735534667974 0.56702038645744335 0.034999999217689044 0.19936034083366397 12.34999990463257 6.0850000381469735 26.964999198913578 13.344999790191652 1020.0499877929689 -0.62391212582588185 12.949999809265138 1.7500000000000002 9.9499998092651385 19.849999427795414 17.250000000000004 7.4149999618530282 -0.50245457887649525 -0.9581138789653777 0.32634730637073522 1014.4500122070314 0.35500000417232519 12.650000095367433 0.53727379441261303 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 11 29 -2 6 7 8 -6 26 -11 16 -13 14 15 23 17 18 -3 -20 -12 22 -10 24 25 -14 -8 -28 -5 -4 right_child=4 2 3 28 5 -7 9 -9 21 10 20 12 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0081768151487743301 4.7450698496883048e-06 -0.006880056807026684 -0.0038556197646812292 -0.0019926944275944834 -0.01252185114518101 -5.6645860339789579e-06 0.00061442488600246543 0.00053262072406134412 0.011849597333920221 8.7420414899132195e-05 0.001187174626009877 -0.00011929125379539513 -0.0016860296326829439 0.00054040750826315543 -0.00044608062837025525 0.0033211989424239553 -9.8318340050999576e-06 0.0028183165749483298 0.0021220366004444944 -1.4805374560355847e-05 0.0051925109986513413 0.0089294782072030926 0.003092067440285496 -0.00044193344523400357 -0.0034748403921406146 0.0052247007073268799 0.010919041613583773 -0.0078867783329703602 1.2041380953947633e-05 0.00097133470878317844 leaf_weight=361 763108 502 4222 5816 89 106530 419 3759 342 23922 23283 182378 1317 12104 12190 682 109851 7406 6784 23195 1282 922 3660 3829 12187 556 558 55 14872 853 leaf_count=361 763108 502 4222 5816 89 106530 419 3759 342 23922 23283 182378 1317 12104 12190 682 109851 7406 6784 23195 1282 922 3660 3829 12187 556 558 55 14872 853 internal_value=6.51753e-06 -0.000153254 -0.00014599 -0.00104259 7.52356e-05 0.000401601 0.0011459 0.00278868 0.00448595 0.000854157 0.000750491 -8.40584e-05 -0.000274119 -0.000932863 -0.00151257 -0.00221262 0.00020571 0.000830658 0.000347715 0.000468744 0.00139621 0.00479336 0.00384046 -0.00242359 -0.00296326 0.00036542 0.00573304 0.00923173 -0.000551548 -0.00304431 internal_weight=1.32703e+06 399105 398744 25763 927929 164821 58291 8772 5013 49519 48487 372981 225243 42865 30761 18571 147738 37887 30481 29979 24565 4924 4002 17889 14060 1873 1032 613 20688 5075 internal_count=1327034 399105 398744 25763 927929 164821 58291 8772 5013 49519 48487 372981 225243 42865 30761 18571 147738 37887 30481 29979 24565 4924 4002 17889 14060 1873 1032 613 20688 5075 cat_boundaries=0 1 cat_threshold=912 is_linear=0 shrinkage=0.05 Tree=176 num_leaves=31 num_cat=2 split_feature=30 82 133 32 88 94 67 71 55 65 136 136 122 19 23 83 64 53 56 69 41 107 39 127 40 35 55 9 104 53 split_gain=5.29138 9.47871 13.8807 10.0351 9.92691 9.83284 9.23697 8.69247 13.5535 13.6877 10.6676 10.4368 12.1218 11.3202 12.1735 10.0377 9.92285 9.12481 8.90653 8.80173 9.76564 8.97588 10.0658 8.67271 8.65323 8.56596 8.31345 9.73175 8.04969 8.03418 threshold=1012.8500061035157 288.97767639160162 1016.8500061035157 15.150000095367433 -0.9222295582294463 0.94278177618980419 37.045000076293952 284.85621643066412 2.7549999952316289 0.7749999761581422 0 1 -0.35019405186176294 9.5450000762939471 5.7249999046325692 333.49099731445318 23.224999427795414 0.10500000044703485 280.00849914550787 306.13575744628912 11.550000190734865 -0.75756782293319691 10.949999809265138 0.70088258385658275 9.2500000000000018 11.150000095367433 0.7749999761581422 3.0499999523162846 -0.87986221909522999 5.7349998950958261 decision_type=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 2 2 2 2 left_child=1 -1 4 5 6 -4 -3 18 9 10 -9 12 -11 14 17 25 24 23 -2 -10 21 -21 29 -13 -16 28 27 -15 -12 -23 right_child=7 2 3 -5 -6 -7 -8 8 19 11 15 13 -14 26 16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=6.1763459178264332e-06 1.8995084969455124e-05 -0.0013707119329119455 0.0013233048705237381 -0.0044843721152660341 -0.00048288785682304506 0.018497862660193019 -0.0048024220040834217 -0.0059713127285477615 0.00030616530757302527 -0.00047976392238343766 0.003579144463973661 0.017760586880871822 0.0014018652093613537 0.01424961208889341 0.00017751749672452111 0.0081290982291537615 0.0043982136180975668 0.0019972435367822772 -0.00065108915689688761 -0.00096491902174603125 -0.0059016047135002549 -0.0046365184327199433 0.00046793039751688928 0.0037885047284111476 -0.0036400665286961086 0.00036241512391278172 0.0022743873918623782 0.0041493483271278983 -0.005389642785928097 -0.00048745653077096585 leaf_weight=238175 635860 19669 10589 761 65863 84 2178 1026 145165 18612 302 180 15847 302 13615 321 1248 9214 53784 30101 789 1755 36052 290 1666 3836 13677 1134 1458 3481 leaf_count=238175 635860 19669 10589 761 65863 84 2178 1026 145165 18612 302 180 15847 302 13615 321 1248 9214 53784 30101 789 1755 36052 290 1666 3836 13677 1134 1458 3481 internal_value=6.19165e-06 -0.000164829 -0.000575637 0.00106294 -0.000789245 0.00145847 -0.00171283 6.44796e-05 0.00028912 0.000833786 -0.00129106 0.00102845 0.000385448 0.00156414 0.000936165 -0.000468624 0.000111411 0.00234388 -3.32635e-05 8.18015e-05 -0.000369441 -0.000308299 0.00017041 0.00913951 -0.000238692 -0.000962647 0.00265437 0.0062735 -0.00385068 -0.00187814 internal_weight=1.32703e+06 337319 99144 11434 87710 10673 21847 989715 300071 82728 6943 75785 34459 41326 26213 5917 16529 9684 689644 217343 72178 71389 41288 470 15281 5596 15113 1436 1760 5236 internal_count=1327034 337319 99144 11434 87710 10673 21847 989715 300071 82728 6943 75785 34459 41326 26213 5917 16529 9684 689644 217343 72178 71389 41288 470 15281 5596 15113 1436 1760 5236 cat_boundaries=0 1 2 cat_threshold=5136 2784 is_linear=0 shrinkage=0.05 Tree=177 num_leaves=31 num_cat=2 split_feature=23 107 7 28 67 10 86 39 32 32 5 118 54 87 20 6 136 15 71 114 23 41 136 16 19 38 13 56 116 24 split_gain=5.07842 12.9084 9.84039 10.0988 9.0357 7.67959 6.69353 6.48135 6.44536 6.15593 6.5824 6.28494 6.15143 6.14924 12.0546 9.6604 8.70559 7.39979 6.85017 12.9866 11.6139 12.1865 12.509 10.7852 10.6536 10.4781 10.4491 10.2019 9.78433 9.62713 threshold=4.9349999427795419 -0.94095313549041737 7.7500000000000009 1013.1499938964845 1.8849999904632571 5.6499998569488534 0.9322359859943391 16.349999427795414 9.6500000953674334 17.94999980926514 2.0499999523162846 0.18222858756780627 1.794999957084656 0.89306047558784496 5.2550001144409189 3.5499999523162846 0 1.8350000381469729 290.44885253906256 -0.86159634590148915 5.7650001049041757 9.3499999046325701 1 13.344999790191652 11.775000095367433 16.650000572204593 2.7549999952316289 280.00849914550787 0.1650413200259209 212.50000000000003 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=1 2 3 6 -3 12 -1 8 -7 10 11 -4 -6 18 15 17 -16 -15 27 24 -21 22 -22 25 -20 -24 -23 -2 -29 -25 right_child=13 4 9 -5 5 7 -8 -9 -10 -11 -12 -13 -14 14 16 -17 -18 -19 19 20 21 26 23 29 -26 -27 -28 28 -30 -31 leaf_value=-0.00058735167366104411 -5.0861621589669371e-06 -5.4550422992197615e-05 0.015919017298838458 0.0023774078882700992 0.010954798034085944 0.00844307717411877 -0.017557780435150962 0.0063304862503029066 -1.4236113620267177e-06 -0.0077958392906983046 0.0042204416843362562 -0.0034897011179732631 0.0019387238266393649 0.0003474971077487092 0.00038532302708902961 -0.0033963800944507836 -0.00078577760100779635 0.013348630602131524 0.0013990068133107221 0.00099435071495768503 0.00088006141604800466 -0.0034136966218214445 -0.00040554063181658481 -0.0011701688907008369 0.00028456343871701535 -0.0026458689892927493 0.0019277987467611682 -0.0016459218018413297 -0.00030996614472525821 0.000968709009313104 leaf_weight=3828 808790 60941 229 6493 409 242 59 561 3410 95 2091 51 352 833 28448 5318 35868 126 35079 25159 28264 4771 97601 6637 55174 5514 1133 17233 66950 25375 leaf_count=3828 808790 60941 229 6493 409 242 59 561 3410 95 2091 51 352 833 28448 5318 35868 126 35079 25159 28264 4771 97601 6637 55174 5514 1133 17233 66950 25375 internal_value=5.87982e-06 0.000395277 0.00184525 0.00117073 0.000112696 0.00216178 -0.000844942 0.00132679 0.000558152 0.00468444 0.00518449 0.0123839 0.00678442 -1.86896e-05 -0.000471961 -0.00256342 -0.000267843 0.00205568 8.48064e-06 0.000222044 -8.01597e-06 -0.000156978 -7.63387e-05 -0.00027643 0.000717719 -0.000525341 -0.00238864 -5.96099e-05 -0.000583448 0.000525259 internal_weight=1.32703e+06 78761 12846 10380 65915 4974 3887 4213 3652 2466 2371 280 761 1.24827e+06 70593 6277 64316 959 1.17768e+06 284707 194454 169295 163391 135127 90253 103115 5904 892973 84183 32012 internal_count=1327034 78761 12846 10380 65915 4974 3887 4213 3652 2466 2371 280 761 1248273 70593 6277 64316 959 1177680 284707 194454 169295 163391 135127 90253 103115 5904 892973 84183 32012 cat_boundaries=0 1 2 cat_threshold=6279 1040 is_linear=0 shrinkage=0.05 Tree=178 num_leaves=31 num_cat=1 split_feature=88 92 60 12 12 17 32 31 94 53 67 98 136 100 107 57 79 71 72 3 57 34 34 35 23 127 5 126 55 52 split_gain=5.25355 11.8501 9.05301 8.83605 7.61247 6.87041 6.28339 6.26289 6.92132 6.03485 9.03257 5.83942 5.78481 5.66993 5.44452 5.35332 5.23173 5.63838 6.88056 5.55103 5.22165 5.20513 6.74481 7.62576 5.84981 5.36376 5.39452 5.03607 4.95435 8.23213 threshold=1.0000000180025095e-35 -0.18998239934444425 0.22044127434492114 3.185000061988831 3.4250000715255742 7.4149999618530282 12.250000000000002 1022.0499877929689 0.53567457199096691 0.18500000238418582 1.1950000524520876 -0.99974051117897023 0 0.90986663103103649 0.33377079665660864 347.90875244140631 10.135000228881838 223.74164581298831 0.52273613214492809 136.50000000000003 328.15652465820318 15.250000000000002 13.750000000000002 12.449999809265138 5.7449998855590829 0.7933231294155122 6.2500000000000009 0.98321744799613964 20.474999427795414 6.5650000572204599 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=28 2 11 5 6 14 -4 8 9 -7 -11 -2 -12 -8 16 20 17 18 19 -3 -13 22 23 -18 25 26 -25 -10 29 -1 right_child=1 3 4 -5 -6 7 13 -9 27 10 12 15 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=4.5346022545308657e-06 0.022953618562314662 0.011035072969065772 0.0010219001524187994 0.0045126860771306804 0.011102203593408275 0.0038485484685571421 -0.00082243464595575181 0.0024179751188737331 -0.0097399899779527649 -0.010431383987703255 -0.010261632504840778 0.0024555415085229198 -0.0019902794605459644 0.00664017355593104 -0.018897167772341236 -0.019902633445767259 -0.0053389965749463947 0.0046656470435545603 0.018895728610455992 -0.014038326825046035 0.016252711188096496 0.0067349945946582864 -0.011388713526539505 0.0098852611413937728 0.016556777222582173 0.010806915166510923 -0.014124585407475632 -0.0015449937773350827 -0.00026107406075737821 0.00039588499848458965 leaf_weight=992737 36 27 6150 435 144 273 26468 364 832 452 225 2008 2336 257 39 26 449 736 25 121 71 136 220 34 81 74 75 242 136549 155412 leaf_count=992737 36 27 6150 435 144 273 26468 364 832 452 225 2008 2336 257 39 26 449 736 25 121 71 136 220 34 81 74 75 242 136549 155412 internal_value=5.58601e-06 -0.00054244 -0.000164526 -0.00239409 -0.000368826 -0.00283979 -0.000419072 -0.00388282 -0.00440885 -0.00326994 -0.00391492 0.00298624 -0.00276481 -0.000750671 -0.000396912 0.00264475 -3.21449e-05 0.00275646 -0.00536588 -0.00946413 0.00292673 -0.00240337 -0.00373543 -0.00137397 0.00536957 0.000417851 -0.00663528 -0.00789345 2.36457e-05 5.75073e-05 internal_weight=1.32703e+06 42336 35160 7176 33019 6741 32875 4724 4360 3286 3013 2141 2561 26725 2017 2105 1978 909 173 148 2079 1069 933 713 264 183 109 1074 1.2847e+06 1.14815e+06 internal_count=1327034 42336 35160 7176 33019 6741 32875 4724 4360 3286 3013 2141 2561 26725 2017 2105 1978 909 173 148 2079 1069 933 713 264 183 109 1074 1284698 1148149 cat_boundaries=0 1 cat_threshold=1536 is_linear=0 shrinkage=0.05 Tree=179 num_leaves=31 num_cat=1 split_feature=28 93 61 92 55 64 124 74 52 15 136 86 52 54 35 57 68 10 64 22 108 54 7 32 29 29 12 93 134 120 split_gain=4.8799 8.0635 7.74526 6.62956 5.16123 11.7614 15.1846 10.5415 8.80638 9.44216 9.13421 8.70612 7.99162 10.9923 8.29867 7.93817 7.93347 7.89075 10.164 8.3055 7.7103 7.7027 7.59398 7.32872 7.87996 7.78954 9.29053 8.61607 11.2804 7.88201 threshold=1026.2500000000002 0.19502734392881396 0.33001349866390234 -0.38306720554828638 8.1649999618530291 16.804999351501468 -0.49240480363368982 0.91949269175529491 0.55500000715255748 2.2150000333786015 0 0.89783415198326122 11.125000000000002 12.364999771118166 14.550000190734865 340.48214721679693 319.51565551757818 4.7500000000000009 1.2050000429153445 5.5450000762939462 0.71517610549926769 1.0000000180025095e-35 11.050000190734865 11.84999990463257 1016.6499938964845 1013.4500122070314 3.3950001001358037 -0.76989343762397755 1020.1499938964845 -0.89490029215812672 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=4 2 -2 -3 5 11 22 8 -8 10 -10 15 14 -14 23 -1 20 19 -19 -13 -16 -21 -7 24 -6 27 -27 -25 29 -29 right_child=1 3 -4 -5 12 6 7 -9 9 -11 -12 17 13 -15 16 -17 -18 18 -20 21 -22 -23 -24 25 -26 26 -28 28 -30 -31 leaf_value=3.9223844290487099e-05 0.0081666734510750429 0.010201017646377077 0.0017502413387213084 0.0001749684494055239 0.0008223505418495236 -0.0016362040981309008 0.0052420475419847484 -0.001653131474080396 0.0036317661336393611 0.00066909876732966196 0.0010247763505560959 0.0032144075461653081 0.0011280273957301795 -0.0001681771566815942 -5.1708963533008433e-05 -0.0025757711620149385 -0.004953936119297786 -0.002978814214287754 -0.0006791263602822493 -0.017135122373922548 0.0025685367521840943 -0.00012706854002324 0.0021502842515658152 0.00031823049184394477 -0.0010644271617307151 -0.0011578590228140105 0.0053285024175286711 0.0026238154269949405 0.0043327868874670555 -0.0046849132339357117 leaf_weight=953737 518 166 5109 24415 9389 8124 1429 3069 6635 24980 6851 2094 18278 155559 13981 2911 700 6079 22921 67 3513 10355 1582 1742 13477 22398 566 395 414 5580 leaf_count=953737 518 166 5109 24415 9389 8124 1429 3069 6635 24980 6851 2094 18278 155559 13981 2911 700 6079 22921 67 3513 10355 1582 1742 13477 22398 566 395 414 5580 internal_value=5.30209e-06 0.000633526 0.00234091 0.000242676 -9.33162e-06 3.89297e-05 0.000767132 0.00117064 0.00138787 0.00124469 0.00231085 5.04743e-07 -0.000215495 -3.18884e-05 -0.000657844 3.12666e-05 0.000265613 -0.000708338 -0.00116119 0.000340933 0.000474467 -0.000236408 -0.00101904 -0.000969206 -0.000289698 -0.00146889 -0.000997988 -0.00279883 -0.00364871 -0.00420174 internal_weight=1.32703e+06 30208 5627 24581 1.29683e+06 1.05083e+06 52670 42964 39895 38466 13486 998164 245992 173837 72155 956648 18194 41516 29000 12516 17494 10422 9706 53961 22866 31095 22964 8131 6389 5975 internal_count=1327034 30208 5627 24581 1296826 1050834 52670 42964 39895 38466 13486 998164 245992 173837 72155 956648 18194 41516 29000 12516 17494 10422 9706 53961 22866 31095 22964 8131 6389 5975 cat_boundaries=0 1 cat_threshold=790 is_linear=0 shrinkage=0.05 Tree=180 num_leaves=31 num_cat=3 split_feature=74 91 55 95 52 58 119 85 79 126 136 33 92 62 136 0 56 52 93 119 104 8 92 136 22 14 23 122 79 66 split_gain=5.03584 4.86119 8.27317 8.57313 12.0571 10.8397 9.5302 8.13115 7.68675 6.36212 9.01539 6.50353 6.11844 6.96948 6.75998 6.74382 5.8517 6.81876 5.46038 5.23064 5.17691 23.6852 17.3518 12.8889 13.3425 12.8623 11.6691 13.0288 10.1291 10.7303 threshold=0.93780469894409191 1.0000000180025095e-35 1.6449999809265139 0.33383542299270635 0.11499999836087228 313.36032104492193 0.82409480214118969 0.88355645537376415 10.034999847412111 0.56638467311859142 0 18.44999980926514 0.69694676995277416 0.43380443751811987 1 309.50000000000006 24.083708763122562 0.31499999761581426 -0.6111149489879607 0.99901017546653759 -0.9261983036994933 9.3499999046325701 -0.28208675980567927 2 8.0450000762939471 1.6250000000000002 4.8550000190734872 -0.93038213253021229 6.3849999904632577 0.74500000476837169 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 20 3 4 5 7 -5 8 -3 -6 11 16 14 -14 15 -4 -11 -18 -10 -12 21 23 25 26 -25 -23 28 -28 -1 -30 right_child=-2 2 12 6 9 -7 -8 -9 18 10 19 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31 leaf_value=0.00055499525164315127 -0.0015080820061115097 0.0072856955150165771 -0.0009343971013668599 -0.0037960722204310633 -0.00060518144081209136 -0.011423025179056474 0.001694337873837774 0.001346567667198805 0.031891507521892591 -0.020308603837408803 0.00061738508332390737 0.032083684546144117 -0.0063904644578317727 0.0012744295654565291 -0.0014382923221674211 0.0022178766046180185 0.028473623836180198 0.0050344270338308784 0.013656294592297995 0.025625180524019971 -1.7862543070319332e-05 0.0089292137030588629 0.0013360178562664888 0.0017668571916130507 9.7925889203827495e-05 0.0021072916641842448 -0.0013664628493310698 -5.2988672533253163e-05 0.0070166171839691751 7.0805212497025019e-05 leaf_weight=7362 5512 418 3961 2265 6510 81 1214 332 60 22 4852 23 1052 413 16943 2968 32 1022 130 21 1090451 1438 14704 19856 30175 1330 24210 85756 1437 907 leaf_count=7362 5512 418 3961 2265 6510 81 1214 332 60 22 4852 23 1052 413 16943 2968 32 1022 130 21 1090451 1438 14704 19856 30175 1330 24210 85756 1437 907 internal_value=7.49668e-08 6.37293e-06 -0.000520854 0.000333075 0.000903314 0.00612735 -0.00188019 0.00763967 0.011076 0.000476 0.00165458 0.0057236 -0.0010932 -0.00422964 -0.000900715 0.000415263 0.00521334 0.00574605 0.0194148 0.00072367 2.38363e-05 0.000266767 0.00201967 8.62945e-05 0.000760129 0.00565134 -0.000195461 -0.000342162 0.00146641 0.00432897 internal_weight=1.32546e+06 1.31994e+06 42319 16982 13503 1021 3479 940 608 12482 5972 1099 25337 1465 23872 6929 1076 1054 190 4873 1.27763e+06 187175 17472 169703 50031 2768 119672 109966 9706 2344 internal_count=1325457 1319945 42319 16982 13503 1021 3479 940 608 12482 5972 1099 25337 1465 23872 6929 1076 1054 190 4873 1277626 187175 17472 169703 50031 2768 119672 109966 9706 2344 cat_boundaries=0 1 2 3 cat_threshold=1282 3332 2273 is_linear=0 shrinkage=0.05 Tree=181 num_leaves=31 num_cat=4 split_feature=23 78 53 21 28 136 103 30 39 136 15 59 111 86 122 60 92 91 53 136 52 76 76 20 93 55 61 124 136 25 split_gain=4.70307 10.0881 14.3072 11.6519 9.56168 6.50189 8.9653 7.07747 6.28696 6.28316 7.06905 6.90234 6.20404 5.88659 11.9987 11.4361 15.5391 16.2772 13.356 15.036 11.8717 10.8614 9.99997 9.94216 9.6202 10.8979 10.4059 8.69502 9.26663 8.67465 threshold=4.8949999809265146 3.3149999380111699 0.84499999880790722 4.7349998950958261 1013.2500000000001 0 0.91127508878707897 1013.8500061035157 6.3500001430511483 1 1.2250000238418581 331.05789184570318 -0.40464729070663447 0.85325857996940624 -0.36648726463317866 0.4640102237462998 -0.21263441443443296 -0.48487828671932215 4.055000066757203 2 1.3450000286102297 49.98500061035157 33.504999160766609 6.8750000000000009 -0.015559659805148838 2.3149999380111699 0.61148792505264293 0.36648726463317877 3 349.50000000000006 decision_type=2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 left_child=1 12 4 -4 9 6 -6 -8 -2 10 11 -3 -1 22 15 16 18 23 19 20 -15 -20 -10 -18 25 -19 -26 28 -16 -29 right_child=8 2 3 -5 5 -7 7 -9 13 -11 -12 -13 -14 14 27 -17 17 24 21 -21 -22 -23 -24 -25 26 -27 -28 29 -30 -31 leaf_value=-0.0049224267622177444 -0.020917058155302946 0.00016883302859310847 -0.002948938790436216 0.00090692039523339373 0.0019224777473184082 0.0047361790874193331 -0.039584854854778813 -0.0058491099590681633 1.1661397046938922e-05 -0.0051785339082086393 0.0049437999471082066 -0.024375926523373045 6.3095846523994557e-05 0.0036931071726095765 -0.0020197493994426512 -6.6298740475101301e-05 -0.0015416118326553911 -4.6769906310885063e-05 -0.0019932973394497836 -0.00084313596436923406 0.00051573595756705735 0.014813498623390712 0.00133089177114745 0.0011245183169212058 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1.01499e+06 25621 8486 4390 4096 86318 55979 30339 internal_count=1325457 72046 22043 11733 10310 6581 1761 75 1253411 3729 3323 2356 50003 1253375 238388 152070 78256 34107 44149 33345 16065 10804 1014987 25621 8486 4390 4096 86318 55979 30339 cat_boundaries=0 1 2 3 4 cat_threshold=353 7329 5379 82 is_linear=0 shrinkage=0.05 Tree=182 num_leaves=31 num_cat=2 split_feature=74 111 52 38 95 52 16 74 116 56 93 70 54 52 92 92 104 12 57 61 136 61 117 136 4 115 92 54 63 68 split_gain=4.55522 4.47612 5.15093 4.96388 4.40513 4.44663 4.33046 7.53787 9.70161 20.7863 7.67049 5.05532 4.84333 17.2769 13.7244 9.98622 10.1692 11.3109 9.04778 8.93544 8.25724 8.02958 10.1557 7.96178 7.75842 8.38696 7.41186 8.68578 7.84707 7.25926 threshold=0.93780469894409191 0.51046752929687511 0.15500000119209292 16.44999980926514 -0.96304491162300099 10.934999942779543 18.219999313354496 0.42387294769287115 -0.53727915883064259 255.35247039794925 -0.25670444965362543 245.9256286621094 8.1250000000000018 6.5650000572204599 -0.95060402154922474 0.74979540705680858 -0.56419429183006276 2.685000061988831 316.00553894042974 0.34820155799388891 0 0.6390395760536195 -0.74892720580101002 1 5.9500000476837167 -0.39873388409614557 0.22825521975755694 2.8750000000000004 0.33733922243118292 272.22010803222662 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 1 2 2 2 2 2 2 left_child=6 2 -2 4 -3 -6 12 -8 -9 11 -11 -10 13 18 -15 16 -14 -18 -1 26 -16 22 -17 24 25 -21 27 29 -28 -20 right_child=1 3 -4 -5 5 -7 7 8 9 10 -12 -13 15 14 20 21 17 -19 19 23 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=1.4247783189193438e-05 0.011000785877462477 0.015288962823379895 -0.00053694562538192955 -0.014295034361040305 -0.0053595705370006151 -0.00093900360833213856 -0.0002117130754733842 -0.001804648464291242 0.0014261673981735008 0.0075460978051170267 0.0010401168261751081 0.010467832106725587 -0.00017581396627979138 -0.0013215259186765459 0.00207964017331798 -0.010612959178076288 -0.0024009130371289177 -0.00024498337589954863 -0.0037654494306174203 0.00022163843893616467 0.00069559008800689837 0.0019295258365905029 3.5410457356630258e-05 -0.0016145108301220724 0.0030714678302019892 -0.009878567975059668 -0.0061390450249244862 -0.0056226696119570253 -0.0015586425903176219 0.0014171874318101877 leaf_weight=985011 100 34 2963 94 998 1323 11323 1740 188 481 7794 870 203868 5966 17534 232 11449 12982 904 1364 28032 9487 6426 4057 2757 242 1981 811 1771 2675 leaf_count=985011 100 34 2963 94 998 1323 11323 1740 188 481 7794 870 203868 5966 17534 232 11449 12982 904 1364 28032 9487 6426 4057 2757 242 1981 811 1771 2675 internal_value=6.5924e-08 -0.00143432 -0.000160265 -0.00302779 -0.00257806 -0.00283979 6.05581e-06 0.000695399 0.00162299 0.00226202 0.00141829 0.00886118 -5.84242e-06 4.06984e-05 0.000933531 -0.000206348 -0.000291334 -0.00125531 -5.23879e-06 -0.00116419 0.00122879 0.000995401 -0.000335635 -2.2147e-05 0.00145889 -0.00130031 -0.00234522 -0.000950564 -0.00397703 0.000108134 internal_weight=1.32546e+06 5512 3063 2449 2355 2321 1.31994e+06 22396 11073 9333 8275 1058 1.29755e+06 1.0531e+06 51532 244444 228299 24431 1.00157e+06 16562 45566 16145 6658 8420 4363 1606 8142 4390 3752 3579 internal_count=1325457 5512 3063 2449 2355 2321 1319945 22396 11073 9333 8275 1058 1297549 1053105 51532 244444 228299 24431 1001573 16562 45566 16145 6658 8420 4363 1606 8142 4390 3752 3579 cat_boundaries=0 1 2 cat_threshold=788 3095 is_linear=0 shrinkage=0.05 Tree=183 num_leaves=31 num_cat=2 split_feature=28 93 92 61 39 36 74 82 7 54 122 20 35 33 35 30 78 54 78 136 100 136 122 31 62 30 103 84 81 90 split_gain=4.59666 7.98004 6.88554 5.89924 5.0967 9.90797 9.03331 6.80717 11.796 10.9333 10.8649 11.321 11.3334 8.50117 8.85068 7.4803 7.45321 7.27347 8.48292 9.54619 7.38114 7.25905 7.48554 7.41665 7.10177 6.9421 6.85605 6.78748 7.07057 6.75842 threshold=1026.6499633789065 0.19502734392881396 -0.38306720554828638 0.35006095468997961 12.650000095367433 13.250000000000002 0.58465993404388439 296.71783447265631 13.449999809265138 1.1349999904632571 -0.095842104405164705 6.4149999618530282 11.250000000000002 10.949999809265138 9.3499999046325701 1022.2500000000001 41.745000839233406 0.42499999701976782 7.7149999141693124 0 0.22666288912296298 1 -0.38266885280609125 1019.8500061035157 0.31488791108131414 1011.8500061035157 -0.25094985961914057 0.90062150359153759 310.21543884277349 -0.36177980899810785 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 2 2 2 2 2 left_child=4 3 -3 -2 5 7 -7 -1 10 -10 11 12 13 14 -9 21 -16 18 19 20 -12 22 -14 24 -24 -13 -20 -15 -29 -6 right_child=1 2 -4 -5 29 6 -8 8 9 -11 17 25 15 27 16 -17 -18 -19 26 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=1.101392942532337e-05 0.0075021815474726333 0.011760657048439463 0.00017296116291105854 0.0018962803721881321 0.00022920823419882047 -0.00013972854890655941 -0.0034755145064014623 -0.0035900970701875021 0.0047129675739932438 0.00025628104092422773 -0.0049340996410642728 -0.0020904629939404859 -0.0006615636041332302 -0.0043930289539052137 -0.00042594691672358411 0.0035508515467098131 -0.0065608598646562976 -1.6178997690039636e-05 0.025550228614231636 0.018627411688795507 0.010310508120222292 -0.001953017698339698 0.0074232657519063749 -0.005033730358818312 0.0012896760141176326 -7.4090051614206728e-05 0.0010860196626649419 -0.0040465060412150878 0.006132892361547365 -5.734767834608783e-05 leaf_weight=306613 529 129 20642 4158 345495 3892 4241 3915 2029 4277 144 4773 9854 5598 8967 1012 524 35170 29 152 177 8695 751 286 1270 40396 2298 352 331 508758 leaf_count=306613 529 129 20642 4158 345495 3892 4241 3915 2029 4277 144 4773 9854 5598 8967 1012 524 35170 29 152 177 8695 751 286 1270 40396 2298 352 331 508758 internal_value=6.30659e-08 0.00066544 0.000244927 0.00252899 -1.29671e-05 -0.000150021 -0.00187919 -0.000117885 -0.00041958 0.00169025 -0.000526278 -0.000835102 -0.0014307 -0.00230097 -0.00158978 -0.000647224 -0.000764657 0.000179081 0.00263169 0.00873592 0.00336692 -0.000850928 -6.12878e-05 0.00250243 0.00356891 -0.00028716 0.0013909 -0.00381891 0.000886702 5.85473e-05 internal_weight=1.32546e+06 25458 20771 4687 1.3e+06 445746 8133 437613 131000 6306 124694 86724 41555 19687 13406 21868 9491 37970 2800 473 321 20856 12161 2307 2021 45169 2327 6281 683 854253 internal_count=1325457 25458 20771 4687 1299999 445746 8133 437613 131000 6306 124694 86724 41555 19687 13406 21868 9491 37970 2800 473 321 20856 12161 2307 2021 45169 2327 6281 683 854253 cat_boundaries=0 1 2 cat_threshold=192 6787 is_linear=0 shrinkage=0.05 Tree=184 num_leaves=31 num_cat=0 split_feature=23 79 53 17 123 21 87 9 1 106 39 67 60 80 102 39 19 110 87 82 110 84 87 127 20 59 86 30 93 76 split_gain=4.26571 9.31897 12.945 10.4399 12.7806 10.0766 8.25349 9.63358 6.34211 5.8124 5.58333 5.56865 9.90975 6.71752 6.02548 7.02064 5.93589 8.22466 6.18546 5.36312 6.8201 6.64617 5.94484 6.62763 5.71915 5.32648 5.18267 11.3818 9.98357 9.00974 threshold=4.8949999809265146 6.3849999904632577 0.22500000149011615 5.7200000286102304 -0.41467745602130884 5.0050001144409189 0.81994447112083446 5.9500000476837167 331.50000000000006 -0.91844889521598805 6.3500001430511483 1.1950000524520876 0.30589099228382116 341.96903991699224 -0.28631849586963648 13.150000095367433 11.775000095367433 0.72522082924842846 0.83161675930023204 342.11776733398443 0.82326966524124157 0.81004548072814953 0.85433408617973339 0.97625884413719188 4.9849998950958261 328.18319702148443 0.85325857996940624 1021.5499877929689 0.88905528187751781 33.504999160766609 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 4 6 19 -3 9 -9 -8 -2 13 16 25 -15 -16 17 -13 -19 20 -4 -21 23 24 -22 -1 29 28 -28 -12 right_child=10 2 5 -5 -6 -7 7 8 -10 -11 26 12 -14 14 15 -17 -18 18 -20 21 22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-2.3935284520856501e-05 -0.019712048137768397 0.037507337537305112 -0.00044002635818103674 0.0025118499506731804 -0.0065188188379144548 0.0021351918467325645 0.018743669476437696 0.0034119786153994983 0.025084622566764421 -0.0046876326010658826 1.042046250184124e-05 0.0059524155145481931 0.00048729077027384902 0.032072267668514419 0.015315888409374976 -0.018476839524439789 0.00052227116338368781 0.008887737095558448 0.030058986304894737 -0.011080573787469239 -0.017417166150240693 0.022438354411860928 -0.0019821603419010367 0.012017120738272314 0.0027944736980966161 -0.0087116783558480494 -0.00025043689486978991 0.00095120836791536586 -0.0017308161070566004 0.0012626307452123387 leaf_weight=54540 36 29 3460 1915 115 5623 303 385 37 29 1000413 608 3497 29 51 22 345 69 69 21 210 50 393 27 42 177 207571 18767 12050 14574 leaf_count=54540 36 29 3460 1915 115 5623 303 385 37 29 1000413 608 3497 29 51 22 345 69 69 21 210 50 393 27 42 177 207571 18767 12050 14574 internal_value=6.62026e-08 0.000374198 0.00160705 0.00459772 0.00904586 0.000750881 0.0113319 0.0103251 0.00531219 0.016697 -2.14389e-05 0.000111905 0.00178523 -2.81414e-05 0.0127913 0.00513178 0.00594553 0.00845361 0.0194734 -0.00110113 -0.00133525 0.0125243 -0.00594459 -0.0115261 -0.0140486 -5.20386e-05 -2.08733e-05 -0.000230668 -0.000331661 2.84007e-05 internal_weight=1.32546e+06 72046 12639 2813 898 9826 783 754 422 332 1.25341e+06 59407 4588 54819 102 73 1091 746 138 4203 4132 71 672 279 252 54717 1.25338e+06 238388 219621 1.01499e+06 internal_count=1325457 72046 12639 2813 898 9826 783 754 422 332 1253411 59407 4588 54819 102 73 1091 746 138 4203 4132 71 672 279 252 54717 1253375 238388 219621 1014987 is_linear=0 shrinkage=0.05 Tree=185 num_leaves=31 num_cat=2 split_feature=7 92 83 79 76 136 39 53 116 40 32 33 111 136 67 5 23 66 78 81 88 19 80 12 34 19 39 59 120 20 split_gain=4.55584 8.89842 9.36044 8.43185 15.4076 13.519 11.4365 10.7209 11.0952 10.1853 10.067 8.91633 8.71075 8.11033 10.5321 9.32333 9.53702 9.13343 8.14421 7.99659 9.46711 7.90056 7.64705 7.37113 7.1036 7.48464 7.63985 6.99797 6.80826 6.76447 threshold=11.34999990463257 -0.38306720554828638 342.03448486328131 15.34500026702881 11.465000152587892 0 11.949999809265138 2.3549998998641972 -0.026175950653851029 8.7500000000000018 11.449999809265138 10.34999990463257 0.77871170639991771 1 3.5649999380111699 1.0500000119209292 5.4649999141693124 58.454999923706062 13.385000228881838 319.23776245117193 -0.70409920811653126 9.5450000762939471 323.08093261718756 1.0549999475479128 13.650000095367433 5.7200000286102304 8.5500001907348651 66.898452758789077 -0.94260558485984791 5.3350000381469735 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=3 2 -2 4 19 7 11 8 -6 21 -8 29 -12 14 -13 16 -15 18 -16 -1 23 -10 -7 -21 25 -17 -27 -11 -20 -5 right_child=1 -3 -4 6 5 22 10 -9 9 27 12 13 -14 15 17 24 -18 -19 28 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-6.5752084887315244e-06 0.001651023929252199 0.00019366476983488014 0.011862520803697409 -0.0043722367118242478 -0.0031410146830294808 0.0002202167393908152 0.0012203757967099126 0.00081064320694140238 0.0023627890929765563 -0.012438796651290699 -0.00050519852819569681 0.010132418947682947 0.00077487532002069794 0.013276960121693266 -0.0054697325634363199 0.0062396047466083682 0.00059085737106652231 -0.009044127861922607 0.010534589874265678 -0.0046216660894872761 0.00026275539412082288 0.0053112460032404126 -0.0022656013401869016 -0.0012941605448074343 -0.0085997326090181056 -0.010393114590730806 -0.0017846230471105663 -0.0001891966376077123 0.0012379199996926651 0.00010334370808180779 leaf_weight=970200 7876 71168 231 883 792 47784 13672 36461 5991 136 65392 287 16680 160 417 288 2000 250 218 1915 10062 3660 3308 12714 387 260 29564 817 2038 19242 leaf_count=970200 7876 71168 231 883 792 47784 13672 36461 5991 136 65392 287 16680 160 417 288 2000 250 218 1915 10062 3660 3308 12714 387 260 29564 817 2038 19242 internal_value=4.93022e-06 0.000372456 0.00194199 -1.8461e-05 2.99915e-05 0.000625027 -0.000367743 0.00122877 0.00256763 0.002994 -3.57834e-05 -0.000935359 -0.000245041 -0.00140797 0.00098929 -0.00164339 0.00153057 9.49405e-05 0.000949698 -2.9189e-05 -0.000917768 0.00348095 5.92585e-05 -0.00172975 -0.00186871 -0.00178221 -0.00185967 -0.0019373 0.00213627 -9.30259e-05 internal_weight=1.32485e+06 79275 8107 1.24558e+06 1.09384e+06 98949 151738 47857 11396 10604 95744 55994 82072 35869 3210 32659 2160 2923 2673 994891 24691 9651 51092 14629 30499 30112 29824 953 2256 20125 internal_count=1324853 79275 8107 1245578 1093840 98949 151738 47857 11396 10604 95744 55994 82072 35869 3210 32659 2160 2923 2673 994891 24691 9651 51092 14629 30499 30112 29824 953 2256 20125 cat_boundaries=0 1 2 cat_threshold=1299 2050 is_linear=0 shrinkage=0.05 Tree=186 num_leaves=31 num_cat=3 split_feature=93 61 92 89 53 92 60 62 90 8 136 57 52 38 124 67 53 136 83 95 74 66 124 130 136 26 58 63 60 65 split_gain=4.675 19.1704 13.5301 13.9413 15.602 12.6337 13.0462 11.5234 10.265 9.82469 11.0808 9.89134 8.62732 8.126 8.7861 7.39463 7.91938 7.36206 11.4583 12.0969 9.56173 7.95366 8.1877 7.91672 7.13936 6.82197 6.93545 6.75225 6.76093 6.66464 threshold=-0.6111149489879607 0.26165467500686651 -0.25851632654666895 -0.56360304355621327 1.3949999809265139 -0.82903259992599476 0.42104910314083105 0.74946594238281261 -0.45315317809581751 16.44999980926514 0 203.46405792236331 0.92500001192092907 16.050000190734867 0.39873388409614569 7.6549999713897714 0.38499999046325689 1 288.41098022460943 -0.81447070837020863 1.0000000180025095e-35 5.6449999809265146 0.87878364324569713 272.50000000000006 2 326.50000000000006 256.65596008300787 0.80063980817794811 0.79905825853347789 18.945000648498539 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 15 9 -4 25 6 12 8 -6 11 -11 -3 29 -9 -15 24 -17 18 19 21 -19 22 -13 -21 -1 -5 -27 28 -8 -2 right_child=5 2 3 4 7 -7 27 13 -10 10 -12 17 -14 14 -16 16 -18 20 -20 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0025139512361090138 0.00090815855372896074 -0.00014539283554067768 0.00040869273923895997 -0.00051092438067666418 -0.0020970429610537157 -7.9405882606735022e-06 -0.003358059231216186 0.00057101422998167531 -0.0056359106709316636 -0.00042128573749086837 0.011916936348626362 0.0088662811260560338 -0.0010910295562911706 0.0049143392019546954 0.044942324582872721 0.012790126721905191 0.0033247083080375495 -0.0066380691348267781 0.00083862553534999303 0.0024189199203195882 0.00037244229115694519 0.0026548339029763305 0.025129577220785754 -0.010730375165604995 -4.313311500149102e-06 0.010161091337640272 -0.0012876063217426986 0.0089880973262631385 0.017794139761673777 0.012911729441987256 leaf_weight=6008 5774 85184 9678 4481 4792 1096470 6457 73 3580 355 372 773 15916 26 29 237 3269 491 19336 3005 51710 519 86 119 5297 319 226 115 38 118 leaf_count=6008 5774 85184 9678 4481 4792 1096470 6457 73 3580 355 372 773 15916 26 29 237 3269 491 19336 3005 51710 519 86 119 5297 319 226 115 38 118 internal_value=4.68371e-06 0.000227453 8.89895e-05 -0.00104019 -0.00207688 -3.49167e-05 -0.00107575 -0.00338268 -0.00361032 0.000250777 0.00605021 0.000224625 -0.000485947 0.0115061 0.02602 0.0019584 0.00396456 0.000639145 0.001367 0.0036394 0.000306443 0.00754183 0.0104945 0.00191803 0.00133623 0.000131504 0.00541356 -0.00302166 -0.00323431 0.00114856 internal_weight=1.32485e+06 199965 185154 23204 13526 1.12489e+06 28418 8500 8372 161950 727 161223 21808 128 55 14811 3506 76039 23838 4502 52201 1378 859 3124 11305 5026 545 6610 6495 5892 internal_count=1324853 199965 185154 23204 13526 1124888 28418 8500 8372 161950 727 161223 21808 128 55 14811 3506 76039 23838 4502 52201 1378 859 3124 11305 5026 545 6610 6495 5892 cat_boundaries=0 1 2 3 cat_threshold=4752 2818 3522 is_linear=0 shrinkage=0.05 Tree=187 num_leaves=31 num_cat=3 split_feature=33 94 136 109 8 133 69 136 88 41 22 29 54 93 54 28 111 82 89 67 136 64 54 73 72 133 52 75 68 20 split_gain=4.55002 11.5725 14.3019 18.5902 14.7855 12.6985 11.1874 13.4195 13.4398 12.9296 12.6398 10.6581 10.4376 12.6926 9.86566 9.12043 8.04804 7.85258 7.69741 7.53798 9.68155 8.19207 7.48786 7.42884 7.24232 7.22101 7.1888 6.91241 6.83948 7.05347 threshold=12.34999990463257 -0.61142286658287037 0 0.40860064327716833 15.550000190734865 1016.8500061035157 298.59249877929693 1 -0.95868864655494679 3.8500000238418584 7.3650000095367441 1013.7500000000001 0.46500000357627874 0.052094941958785064 2.435000061988831 1012.4500122070314 0.15908931195735934 239.25839996337893 -0.81752869486808766 10.154999732971193 2 5.7850000858306894 0.91500002145767223 0.88451775908470165 0.33388194441795355 1010.2500000000001 0.27500000596046453 0.83900165557861339 310.33218383789068 5.7950000762939462 decision_type=2 2 1 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 left_child=1 2 12 -4 5 16 19 9 10 11 -9 18 -1 24 -13 -10 -5 -11 -8 -2 27 -22 -19 -12 -14 -25 -15 -21 29 -7 right_child=6 -3 3 4 -6 28 7 8 15 17 23 14 13 26 -16 -17 -18 22 -20 20 21 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.0031483591283038323 -4.8528026188611819e-05 4.221485599239002e-05 0.0047513454391202511 0.011985880931228352 0.012697954451601233 0.0050936618464927762 -0.0016280695438766397 -0.001303653066724503 0.00042325319380705299 -0.011163258783535164 -0.0037329710765201421 0.0019669068831240158 -0.0040320365583992627 -0.01546307352625511 0.00019609931022141099 -0.0011143151543106947 0.00060872197303908377 0.0033698485918100696 6.0752487806691359e-05 -0.0030431799383513224 0.0025468810367823042 0.00048196731568183362 -0.0027831720773709382 -0.010499545627908889 0.00036147081331619328 0.0028753124622428166 -0.002967047545508241 0.0009337664983191347 -0.012616387610747057 0.02566135202656792 leaf_weight=2601 563135 500873 4355 157 269 72 11508 5903 13015 249 2847 10302 978 121 33256 37244 15642 561 16309 3182 5187 64913 4168 824 22924 115 2358 1664 22 99 leaf_count=2601 563135 500873 4355 157 269 72 11508 5903 13015 249 2847 10302 978 121 33256 37244 15642 561 16309 3182 5187 64913 4168 824 22924 115 2358 1664 22 99 internal_value=4.45481e-06 0.000114356 0.000842887 0.00184917 0.00107305 0.000877506 -7.36688e-05 -0.000484861 -0.00104468 -4.51775e-05 -0.00274994 0.000126649 0.0001264 -0.000171499 0.000614917 -0.000716149 0.000721781 -0.00250892 -0.00063792 1.41662e-05 0.000485243 0.000634669 -0.00205324 -0.00500495 0.000181701 -0.00886152 -0.00357698 -0.00167414 0.0136252 0.0170013 internal_weight=1.32485e+06 550471 49598 20616 16261 15992 774382 136301 59948 76353 9689 71375 28982 26381 43558 50259 15799 4978 27817 638081 74946 70100 4729 3786 23902 939 2479 4846 193 171 internal_count=1324853 550471 49598 20616 16261 15992 774382 136301 59948 76353 9689 71375 28982 26381 43558 50259 15799 4978 27817 638081 74946 70100 4729 3786 23902 939 2479 4846 193 171 cat_boundaries=0 1 2 3 cat_threshold=244 5520 128 is_linear=0 shrinkage=0.05 Tree=188 num_leaves=31 num_cat=1 split_feature=129 129 133 89 99 135 36 133 8 105 77 92 81 122 76 86 5 29 39 8 93 67 65 67 12 21 34 124 136 118 split_gain=4.49457 5.99744 7.55342 7.73383 6.07379 5.52686 5.1523 5.93404 5.01718 17.8311 12.5429 8.14815 7.70215 8.21849 14.9163 10.2286 11.1877 11.312 10.8695 9.16383 9.10469 8.93083 8.65819 16.424 13.5159 11.2088 10.2406 9.91237 9.50073 9.41492 threshold=338.50000000000006 237.50000000000003 1016.5499877929689 -0.85690301656723011 -0.92831149697303761 1009.6499938964845 15.449999809265138 1020.0499877929689 11.050000190734865 -0.88607698678970326 12.284999847412111 -0.43500389158725733 346.33439636230474 -0.41467745602130884 19.095000267028812 0.83242547512054454 5.7500000000000009 1.0000000180025095e-35 9.9499998092651385 6.8500001430511483 0.14503965526819232 1.0349999666213991 4.9849998950958261 1.1549999713897707 1.544999957084656 6.0750000476837167 9.7500000000000018 0.39873388409614569 0 0.43049471080303198 decision_type=2 2 2 2 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 8 3 5 -4 -3 -2 -8 12 10 11 -10 13 15 22 -1 17 -17 -18 -19 -16 -20 23 -15 26 28 -24 29 -25 -26 right_child=6 2 4 -5 -6 -7 7 -9 9 -11 -12 -13 -14 14 20 16 18 19 21 -21 -22 -23 24 25 27 -27 -28 -29 -30 -31 leaf_value=-2.9735468688758877e-05 0.0020857435823810264 -0.0095205657794227329 -0.0015197681455332954 -0.00071925002120137654 0.001317481472139323 -0.0027989047440688361 -0.00069521610812523676 -0.014090951955926785 0.0080210518957755991 0.00010372287009861763 0.00079680797438004504 0.0028910165109577602 -0.0023972761601269632 1.1602321206015075e-05 0.002293312952535377 0.029181610676459968 -0.0045562251982855032 -0.00032705302546203277 -0.0023468450804619073 0.0012356623142678706 0.00047666496263739239 -0.00063948410424006369 0.0020556384351783146 0.002733949737428451 0.00014912205535199316 0.00042601098587858569 -0.0014916101566861857 0.00059413469874301447 0.00074185239517855859 -0.00098227746796951073 leaf_weight=430330 4592 331 2883 8519 5456 4020 686 94 924 197983 10253 4769 3430 257491 11874 33 2039 64254 8753 10985 16455 61289 2200 12096 40116 48375 27064 41723 11888 33948 leaf_count=430330 4592 331 2883 8519 5456 4020 686 94 924 197983 10253 4769 3430 257491 11874 33 2039 64254 8753 10985 16455 61289 2200 12096 40116 48375 27064 41723 11888 33948 internal_value=4.23207e-06 -1.64413e-06 -0.00083566 -0.0015952 0.000336574 -0.00331025 0.00144756 -0.00230957 1.19806e-05 0.000233272 0.00184174 0.00372364 -3.16778e-05 -2.41712e-05 0.000123546 -0.000152851 -0.000512396 -8.60575e-05 -0.000957609 -9.88944e-05 0.00123811 -0.000852849 5.70601e-05 0.000198634 -0.000264884 0.000864192 -0.00122494 -2.22399e-05 0.00174799 -0.000369467 internal_weight=1.32485e+06 1.31948e+06 21209 12870 8339 4351 5372 780 1.29827e+06 213929 15946 5693 1.08434e+06 1.08091e+06 503230 577683 147353 75272 72081 75239 28329 70042 474901 329850 145051 72359 29264 115787 23984 74064 internal_count=1324853 1319481 21209 12870 8339 4351 5372 780 1298272 213929 15946 5693 1084343 1080913 503230 577683 147353 75272 72081 75239 28329 70042 474901 329850 145051 72359 29264 115787 23984 74064 cat_boundaries=0 1 cat_threshold=2693 is_linear=0 shrinkage=0.05 Tree=189 num_leaves=31 num_cat=3 split_feature=67 12 93 53 15 136 71 120 12 10 14 61 12 69 14 42 12 136 102 124 79 93 136 4 22 36 19 14 32 14 split_gain=4.49429 6.6939 13.5055 18.1258 12.5229 11.5703 11.3619 10.5556 10.7279 9.91758 9.30047 10.6462 10.5428 9.18397 15.6731 11.6182 11.4146 9.01623 9.00838 8.86518 8.70655 7.58523 7.56886 8.81138 8.7999 7.58558 7.36986 7.23413 10.0471 6.94247 threshold=36.32500076293946 2.0449999570846562 -0.25670444965362543 2.7150000333786015 1.7549999952316286 0 292.85203552246099 -0.87878364324569691 3.0049999952316289 0.65000000596046459 1.985000014305115 0.3644301444292069 2.9450000524520878 298.59249877929693 1.825000047683716 10.050000190734865 1.7250000238418581 1 0.40054307878017431 0.095842104405164733 16.285000801086429 -0.067718397825956331 2 3.0499999523162846 4.6250000000000009 20.150000572204593 10.405000209808351 2.185000061988831 12.449999809265138 1.7250000238418581 decision_type=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 2 2 2 2 left_child=1 13 3 5 17 29 -4 -6 27 18 -8 12 20 -1 16 -16 22 -5 -7 -11 -12 -22 -15 -24 -25 -26 -27 28 -9 -3 right_child=-2 2 6 4 7 9 10 8 -10 19 11 -13 -14 14 15 -17 -18 -19 -20 -21 21 -23 23 24 25 26 -28 -29 -30 -31 leaf_value=3.8919154637414179e-06 -0.00039675885961832665 0.0068907332271537563 -5.8783372558158331e-05 0.0065017341382079298 0.0044054199628043977 -0.00091817674274683337 0.0021656952019009396 0.0035434386514002778 0.0023528020597608189 0.00068004024314146988 0.0011779771000700651 0.00066982662576353571 0.0015933898231670542 -0.001265577730675131 -0.001199116037839126 -0.0064185151799863631 0.0012232657426553663 0.0011584757701445737 0.012545248634407806 0.0039328225876050808 0.0017289366797641128 -0.002710209150331488 -0.00092546526275906092 -0.0059746468240177127 0.0006823617662751071 0.0020470911067554092 0.017759307120286394 -0.00163671153292228 -0.00084501769780106432 0.0002436670262493325 leaf_weight=713242 66442 419 303740 1179 1159 165 8302 1850 2868 3038 2407 71791 3584 16858 33726 1101 13816 2394 503 6746 1089 8271 14972 491 21372 179 128 12313 4421 6287 leaf_count=713242 66442 419 303740 1179 1159 165 8302 1850 2868 3038 2407 71791 3584 16858 33726 1101 13816 2394 503 6746 1089 8271 14972 491 21372 179 128 12313 4421 6287 internal_value=4.02178e-06 2.51823e-05 0.000181765 0.00102004 0.00019233 0.00228317 9.07477e-05 -0.000242341 -0.000493448 0.00332207 0.000566614 0.00041427 -0.000780876 -5.97461e-05 -0.000501952 -0.00136412 -5.9185e-05 0.00294306 0.0092197 0.00292281 -0.00150403 -0.00219373 -0.000387302 1.16666e-05 0.000644542 0.000794458 0.00859811 -0.0009327 0.000449615 0.000658004 internal_weight=1.32485e+06 1.25841e+06 442526 43342 26184 17158 399184 22611 21452 10452 95444 87142 15351 815885 102643 34827 67816 3573 668 9784 11767 9360 54000 37142 22170 21679 307 18584 6271 6706 internal_count=1324853 1258411 442526 43342 26184 17158 399184 22611 21452 10452 95444 87142 15351 815885 102643 34827 67816 3573 668 9784 11767 9360 54000 37142 22170 21679 307 18584 6271 6706 cat_boundaries=0 1 2 3 cat_threshold=4676 289 6241 is_linear=0 shrinkage=0.05 Tree=190 num_leaves=31 num_cat=2 split_feature=12 14 64 64 61 69 33 23 88 77 35 136 119 103 5 54 67 7 81 95 136 65 57 132 30 105 20 10 67 39 split_gain=4.21618 19.6661 19.718 13.7194 12.1594 8.91641 9.94365 9.39004 8.80226 7.30572 11.2438 12.2687 14.7589 9.26765 8.55725 8.26631 7.61501 7.4978 7.2057 6.99851 6.70464 8.92971 6.66315 6.56912 7.81618 6.49415 6.43266 8.40729 6.30905 8.20571 threshold=1.8550000190734866 1.7450000047683718 1.4049999713897707 11.375000000000002 0.49299676716327673 294.91113281250006 10.250000000000002 6.5650000572204599 -0.95754140615463246 8.9949998855590838 11.550000190734865 0 0.9170251488685609 0.91127508878707897 1.6500000357627871 0.30500000715255743 10.925000190734865 7.0499999523162851 264.49584960937506 0.32294322550296789 1 9.9949998855590838 335.04093933105474 1018.2500000000001 1017.6499938964845 0.077820200473070159 7.1549999713897714 7.3500001430511483 14.855000019073488 13.550000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 9 25 28 -7 -8 23 16 13 12 17 -11 -14 -15 -1 -12 -13 -16 -18 26 -20 24 -9 -4 27 -22 29 -5 right_child=1 -3 4 5 -6 6 7 8 -10 10 11 18 14 15 19 -17 20 -19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-3.3936538090225164e-05 -3.1291580938219841e-05 1.3077056809676121e-05 0.0037896999043920496 -0.0029749837911732056 0.00099657164340567132 0.0020640999535759411 0.0010628716280773063 -0.0079684415575631464 -0.0022116389176244054 -0.0014602532448637988 -0.00032469244484696516 0.0016877439908976777 0.023306464825847511 -0.016461275707050745 0.014917103342867147 -0.0042349110990911164 -6.1198269357283486e-05 0.0051954706977175615 -0.00049590164767023849 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27159 13594 12299 10724 689447 68616 53560 3211 15056 419 776 620831 2792 50349 306 24368 13552 46510 2841 2746 9756 8699 4068 13565 7528 internal_count=1326118 609512 34662 716606 18430 27159 13594 12299 10724 689447 68616 53560 3211 15056 419 776 620831 2792 50349 306 24368 13552 46510 2841 2746 9756 8699 4068 13565 7528 cat_boundaries=0 1 2 cat_threshold=128 2273 is_linear=0 shrinkage=0.05 Tree=191 num_leaves=31 num_cat=3 split_feature=8 83 93 23 69 88 52 33 38 74 39 85 15 136 58 23 29 8 56 90 136 71 57 136 65 19 68 92 61 67 split_gain=4.1101 7.65779 10.8862 6.22749 5.11987 8.84527 8.34381 8.70715 10.0127 7.99597 7.30356 7.12518 6.76539 8.87505 7.90218 7.59448 7.32781 7.22508 6.65988 7.22212 7.05139 7.0095 8.20281 11.4104 7.69292 8.61493 7.41816 7.33359 8.65235 7.31083 threshold=17.050000190734867 211.723747253418 -0.85735636949539173 5.2850000858306894 310.67135620117193 -0.90089190006256092 0.82499998807907116 12.650000095367433 11.949999809265138 0.8443296253681184 8.9499998092651385 0.86719805002212536 1.325000047683716 0 74.078388214111342 5.6449999809265146 1017.1499938964845 14.449999809265138 327.75630187988287 -0.47910395264625544 1 293.08236694335943 280.25570678710943 2 1.2849999666213991 6.9049999713897714 297.02134704589849 -0.21263441443443296 0.34603275358676916 8.1050000190734881 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 1 2 2 2 2 2 2 left_child=4 -2 3 -3 18 6 -6 8 -8 -9 -7 -11 13 -12 16 -16 17 -14 21 -20 -21 22 -1 -24 -23 -26 29 -25 -29 -27 right_child=1 2 -4 -5 5 10 7 9 -10 11 12 -13 14 -15 15 -17 -18 -19 19 20 -22 24 23 27 25 26 -28 28 -30 -31 leaf_value=5.4256842244890039e-06 -0.00016812140607625541 0.024525544271968746 0.0015216717601918813 0.0073275648013867494 0.0012882327570670918 -0.0039101455536424074 -0.0018709572294925069 -0.0017266468695109301 0.0012106451329143445 -0.0074542367805910991 0.0039402902870162657 -0.0024350992478574026 -0.0049746003282940508 -0.00045356647761452343 0.0016063638749387089 -0.00020677534762470791 0.00075553635467908212 0.0032774218705128909 -0.00059219448450644591 -0.00051084238995657957 -0.0072968868874213376 -0.00081825240676232391 -0.002215405820273885 0.0012594204657528111 0.002090386010272539 0.000106374295350123 3.3240020208984253e-05 -0.0026810116263711781 -0.00032309719812271284 0.0010991633143632145 leaf_weight=896594 10429 68 7772 233 2974 1240 6062 7874 4664 1349 2368 1486 2180 2227 6365 62338 1225 302 4132 657 939 14834 8614 6867 6961 32225 108485 4098 76879 43677 leaf_count=896594 10429 68 7772 233 2974 1240 6062 7874 4664 1349 2368 1486 2180 2227 6365 62338 1225 302 4132 657 939 14834 8614 6867 6961 32225 108485 4098 76879 43677 internal_value=-1.31585e-05 0.000726849 0.001883 0.0112128 -2.36291e-05 -0.000362597 -0.00119358 -0.00153792 -0.00053098 -0.00254645 -0.000103367 -0.00482339 -4.20673e-05 0.00181836 -0.000160127 -3.87968e-05 -0.00240877 -0.00397053 5.24842e-06 -0.0016956 -0.0045523 1.33723e-05 -4.17085e-05 -0.00047983 0.000278663 0.0003637 0.000298514 -0.000309351 -0.000442424 0.000677664 internal_weight=1.32612e+06 18502 8073 301 1.30762e+06 102654 24409 21435 10726 10709 78245 2835 77005 4595 72410 68703 3707 2482 1.20496e+06 5728 1596 1.19923e+06 993052 96458 206182 191348 184387 87844 80977 75902 internal_count=1326118 18502 8073 301 1307616 102654 24409 21435 10726 10709 78245 2835 77005 4595 72410 68703 3707 2482 1204962 5728 1596 1199234 993052 96458 206182 191348 184387 87844 80977 75902 cat_boundaries=0 1 2 3 cat_threshold=1302 7190 48 is_linear=0 shrinkage=0.05 Tree=192 num_leaves=31 num_cat=1 split_feature=7 82 52 30 4 39 39 69 121 103 86 35 67 76 93 121 82 52 35 60 32 0 32 39 58 136 35 86 37 60 split_gain=4.08253 7.78923 6.09123 6.00226 5.26282 5.55921 5.13697 12.0756 5.67114 6.59867 5.62495 10.0108 6.27336 5.07914 6.8598 4.88076 6.06404 6.30766 4.95386 4.65435 5.75718 4.66363 4.63761 9.96648 13.2661 10.0086 8.7336 9.49511 10.0175 9.14873 threshold=14.550000190734865 324.43702697753912 10.565000057220461 1012.1499938964845 9.2500000000000018 8.9499998092651385 9.2500000000000018 307.06092834472662 -0.53727915883064259 0.73146855831146251 0.82531744241714489 11.84999990463257 0.15500000119209292 4.2850000858306894 -0.4340702593326568 -0.33379416167736048 306.04881286621099 0.89499998092651378 10.250000000000002 0.42954809963703161 10.34999990463257 332.50000000000006 11.949999809265138 12.050000190734865 241.86436462402347 0 11.84999990463257 0.66939768195152294 14.150000095367433 0.48494762182235723 decision_type=2 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=6 -2 3 4 5 -3 7 10 9 -9 13 12 -12 14 -1 16 -14 -18 -17 20 -15 -22 26 24 -24 -26 -8 -28 29 -29 right_child=1 2 -4 -5 -6 -7 22 8 -10 -11 11 -13 15 19 -16 18 17 -19 -20 -21 21 -23 23 -25 25 -27 27 28 -30 -31 leaf_value=-0.0059517085075226168 0.00030281947335972855 -0.015422313760414167 -0.00082649145553997678 0.0080660931044934086 0.0047656629576126285 0.0028830667475567145 2.6795606405206408e-05 -0.0040937038813639798 -0.0023165500423322537 -0.013609520923070795 -0.012379749383486755 0.013689965371472332 -0.00065129666481752741 0.0062014714628573922 -8.5350941703693487e-05 -0.0011530911727379582 -0.0083407497178846161 -0.0019104663984796739 0.004672350623557084 0.00069508837170042593 -0.0067997453544178521 0.0091828411189658985 -0.00016337311136813631 -2.6497665438251784e-05 -0.0028794490831027504 -0.00071288184539032714 -4.5459612345779653e-05 0.0017954681534116286 0.0045531415288961301 0.00026497295077478695 leaf_weight=527 7601 81 506 887 349 85 376643 598 2635 262 141 104 1428 904 9159 1609 777 749 472 3393 173 62 42680 780856 9663 11924 30263 17537 2020 22030 leaf_count=527 7601 81 506 887 349 85 376643 598 2635 262 141 104 1428 904 9159 1609 777 749 472 3393 173 62 42680 780856 9663 11924 30263 17537 2020 22030 internal_value=-1.2503e-05 0.00101979 0.00387604 0.00557325 0.00127975 -0.00604908 -1.99586e-05 -0.000760757 -0.00346719 -0.00699271 -0.000275631 -0.00166923 -0.00197783 0.000241895 -0.00040453 -0.00168654 -0.00299315 -0.0051846 0.000168201 0.00162347 0.00438903 -0.00258306 -6.79151e-06 -7.57571e-05 -0.000674268 -0.00168437 0.000123165 0.000628338 0.00111866 0.000943323 internal_weight=1.32612e+06 9509 1908 1402 515 166 1.31661e+06 22993 3495 860 19498 5280 5176 14218 9686 5035 2954 1526 2081 4532 1139 235 1.29362e+06 845123 64267 21587 448493 71850 41587 39567 internal_count=1326118 9509 1908 1402 515 166 1316609 22993 3495 860 19498 5280 5176 14218 9686 5035 2954 1526 2081 4532 1139 235 1293616 845123 64267 21587 448493 71850 41587 39567 cat_boundaries=0 1 cat_threshold=785 is_linear=0 shrinkage=0.05 Tree=193 num_leaves=31 num_cat=2 split_feature=130 130 99 79 37 13 134 53 80 62 90 55 75 95 39 130 34 122 78 124 109 8 126 62 64 120 136 70 52 136 split_gain=3.97845 6.61346 8.95598 6.77681 6.36806 6.74074 5.44455 6.52921 6.55411 6.0682 5.57457 7.0511 8.30651 4.90258 4.89863 5.51061 4.88055 4.68215 11.9552 10.9518 15.3279 17.4104 20.9431 11.1797 10.6458 11.5127 14.5182 9.85787 10.4564 8.934 threshold=336.50000000000006 216.50000000000003 -0.9451056420803069 9.1649999618530291 16.150000572204593 1.0049999952316286 1016.5499877929689 11.555000305175783 298.29895019531256 0.51338228583335888 -0.93369814753532399 1.7549999952316286 0.62515047192573558 -0.62978887557983387 11.84999990463257 327.50000000000006 12.449999809265138 -0.41467745602130884 28.744999885559086 0.35019405186176306 0.78017520904541027 7.0499999523162851 0.26722820103168493 0.38341538608074194 7.555000066757203 0.0087262028828263907 0 319.60346984863287 6.9649999141693124 1 decision_type=2 2 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 left_child=1 17 3 -3 6 -6 10 8 9 -8 11 12 -4 -14 15 -10 -16 29 19 24 21 -21 -23 -24 -19 27 -27 -26 -29 -1 right_child=-2 2 4 -5 5 -7 7 -9 14 -11 -12 -13 13 -15 16 -17 -18 18 -20 20 -22 22 23 -25 25 26 -28 28 -30 -31 leaf_value=0.00012202351901601379 0.0012205630650873468 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internal_value=-1.18792e-05 -1.79648e-05 -0.000904643 -0.00265767 -0.00028763 -0.00405523 -1.16496e-05 0.00121605 0.00285634 0.00778493 -0.000788802 -0.00314343 0.00281341 0.00696616 0.00170717 -0.00276256 0.00287507 -3.83427e-06 0.00010224 5.3939e-05 0.000332764 0.00087895 0.00198184 0.00151593 -0.000123715 -0.000582007 -0.00118964 -6.79043e-05 -0.0030479 -8.87915e-05 internal_weight=1.32612e+06 1.3196e+06 20700 5389 15311 1045 14266 5530 2893 547 8736 1952 396 298 2346 486 1860 1.2989e+06 577660 552737 215116 80427 24765 22459 337621 92136 42227 49909 2629 721242 internal_count=1326118 1319602 20700 5389 15311 1045 14266 5530 2893 547 8736 1952 396 298 2346 486 1860 1298902 577660 552737 215116 80427 24765 22459 337621 92136 42227 49909 2629 721242 cat_boundaries=0 1 2 cat_threshold=6384 3338 is_linear=0 shrinkage=0.05 Tree=194 num_leaves=31 num_cat=1 split_feature=90 94 62 8 136 54 59 127 30 20 93 61 92 60 92 60 89 126 75 27 98 15 59 52 117 25 13 125 60 18 split_gain=3.88479 6.73693 12.5772 6.93451 5.83979 5.83689 7.40148 7.08139 5.79163 5.72562 5.69695 17.8639 15.0684 12.4365 10.4696 11.1514 7.88986 8.72466 8.16638 7.80779 7.55569 7.21668 6.68883 6.58513 6.21712 6.09173 6.00827 6.00368 5.9758 7.69283 threshold=1.0000000180025095e-35 0.061322880908846862 0.28561921417713171 14.050000190734865 0 1.6549999713897707 315.12811279296881 0.39873388409614569 1013.3500061035157 7.4349999427795419 -0.6111149489879607 0.28358444571495062 -0.25851632654666895 0.42731185257434851 -0.81469601392745961 0.42731185257434851 -0.6393509805202483 -0.18222858756780622 0.31248015165328985 338.50000000000006 -0.43862064182758326 3.3449999094009404 301.57789611816412 3.3449999094009404 -0.85260769724845875 171.50000000000003 3.685000061988831 -0.53727915883064259 0.69983273744583141 15.405000209808351 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 5 -4 -3 7 -7 -2 -5 -9 11 21 28 16 15 20 27 -18 -19 25 26 24 -23 -15 -1 -20 -12 -14 29 -13 right_child=1 4 3 8 -6 6 -8 9 -10 -11 14 12 13 23 -16 -17 17 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0012571984405072506 0.0004186106614168116 3.9341434867585818e-05 -0.00086548380914428001 -0.0010383230737236787 -0.0031376433493312851 0.00036017670177301776 -0.010867048631189391 0.003864428934854404 0.0079536013381488364 0.020153583391484889 -0.00020918049141062194 0.0005527374380506347 -0.0045074339195047154 -0.0007391271539695138 -1.3413170526712149e-05 -0.0029179327738002338 0.00049997416890752743 -0.0086154508286968041 -0.011709173080977053 0.0070591083015483259 -0.0035464273556742865 0.017395410263304448 -0.007533570833380937 0.0034719098927116785 0.0019159106835433149 -0.0028693864050282052 0.016049409245974141 0.00071073085459294244 -0.00063100402592693519 -0.00064999910214288492 leaf_weight=1697 2225 2269 26858 315 4009 3138 154 2817 415 55 18296 103656 650 1878 1085334 6000 1839 665 200 194 1808 129 34 1836 17087 7633 57 3627 15992 15251 leaf_count=1697 2225 2269 26858 315 4009 3138 154 2817 415 55 18296 103656 650 1878 1085334 6000 1839 665 200 194 1808 129 34 1836 17087 7633 57 3627 15992 15251 internal_value=-1.12863e-05 -0.000483005 -0.000219274 -0.000734794 -0.00199435 0.00147606 -0.000165034 0.00253599 0.00407352 0.00417637 4.2391e-06 0.000271698 9.28199e-05 -0.00124446 -3.72378e-05 -0.00102564 -0.00189332 -0.00262883 -0.0032908 -0.00284968 -0.000462491 0.00172014 0.0121955 0.00134258 0.00162924 -0.00309509 -0.000158685 -8.23033e-05 0.000276432 0.000398475 internal_weight=1.32612e+06 42255 35977 27588 6278 8389 3292 5097 730 2872 1.28386e+06 172368 153421 18522 1.1115e+06 26161 14808 10531 8692 8027 20161 18947 163 3714 18784 7833 18353 4277 134899 118907 internal_count=1326118 42255 35977 27588 6278 8389 3292 5097 730 2872 1283863 172368 153421 18522 1111495 26161 14808 10531 8692 8027 20161 18947 163 3714 18784 7833 18353 4277 134899 118907 cat_boundaries=0 1 cat_threshold=7184 is_linear=0 shrinkage=0.05 Tree=195 num_leaves=31 num_cat=2 split_feature=4 94 90 54 125 32 93 76 11 3 74 23 97 79 5 113 99 136 94 65 12 60 31 135 136 132 112 68 109 124 split_gain=5.04972 8.31965 5.42635 6.64349 10.0399 11.1412 7.21809 6.25771 5.68902 5.56132 6.71191 7.18401 5.4298 5.28496 5.22311 5.15448 5.08564 6.34568 6.2939 5.1452 12.3315 8.19695 6.47274 6.37559 6.24544 7.93703 6.16177 5.66348 5.55944 11.8556 threshold=13.750000000000002 -0.77302750945091236 0.15800084173679355 0.84499999880790722 0.62249094247818004 15.34999990463257 0.9493829905986787 8.8350000381469744 3.0499999523162846 292.50000000000006 0.34228762984275823 5.3450000286102304 -0.99687618017196644 1.1649999618530276 4.9500000476837167 -0.87878364324569691 1.0000000180025095e-35 0 0.88278770446777355 29.994999885559086 2.745000004768372 0.7570093870162965 1001.9500122070314 1016.1499938964845 1 1021.8500061035157 -0.90255093574523915 321.23684692382818 0.32793422043323522 0.11319890245795251 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=2 -2 16 4 -4 8 -5 -8 12 -7 -11 -12 -6 -10 -15 -9 19 -18 -19 28 21 24 23 27 25 26 -21 -22 29 -1 right_child=1 -3 3 6 5 9 7 15 13 10 11 -13 -14 14 -16 -17 17 18 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-3.6797215282436978e-05 0.0058052038018751272 0.00059777939580447773 -0.0011892312496724843 -0.0010017380788121116 0.020012195995077493 0.0040102824361787906 -0.012571308035603211 0.016344797741057297 -0.011043392529409432 0.041029952214254692 0.00068361402340935012 0.020738587065032968 -0.0070125841346176292 0.0072139025217587138 0.0015290792491200085 -0.0041741457846130453 0.0019364034542514994 -0.001786095870413448 -0.0090905466158962746 -0.00066924857848184392 -0.0023202672141473236 8.2475845558778688e-05 0.00011031232077802203 0.00021202543255313184 -0.0014108720161003533 0.011488331754974622 -0.0051006949826037339 -0.010547971691329421 -1.6921443389928752e-05 0.00077088227425098528 leaf_weight=116768 804 16670 3460 19097 20 171 247 33 71 24 73 115 263 521 1800 422 1100 4418 316 1034 3902 5760 62046 3204 8899 84 3250 221 996097 74373 leaf_count=116768 804 16670 3460 19097 20 171 247 33 71 24 73 115 263 521 1800 422 1100 4418 316 1034 3902 5760 62046 3204 8899 84 3250 221 996097 74373 internal_value=-6.97595e-06 0.000837379 -1.82578e-05 -0.000728966 0.000655603 0.00274296 -0.00118478 -0.00616414 0.00160099 0.0107188 0.01613 0.0129513 -0.00510271 0.00239411 0.00280516 -0.00268596 -3.66231e-06 -0.00147655 -0.00226888 3.07378e-06 -0.000364928 -0.00149254 -5.56559e-05 -0.0014611 -0.00217635 -0.00372413 -0.00403111 -0.00276129 3.04747e-05 0.000277471 internal_weight=1.32526e+06 17474 1.30779e+06 26317 6518 3058 19799 702 2675 383 212 188 283 2392 2321 455 1.28147e+06 5834 4734 1.27564e+06 88400 19027 69373 7327 13267 4368 4284 4123 1.18724e+06 191141 internal_count=1325263 17474 1307789 26317 6518 3058 19799 702 2675 383 212 188 283 2392 2321 455 1281472 5834 4734 1275638 88400 19027 69373 7327 13267 4368 4284 4123 1187238 191141 cat_boundaries=0 1 2 cat_threshold=2306 772 is_linear=0 shrinkage=0.05 Tree=196 num_leaves=31 num_cat=1 split_feature=89 53 136 94 30 83 13 60 67 126 32 104 17 31 35 35 27 125 103 64 56 31 10 68 31 81 82 3 0 101 split_gain=4.55727 9.76507 7.69194 7.25842 7.49738 6.61662 5.5856 5.46457 5.24039 6.49128 7.35571 5.14946 5.06145 6.04625 5.77656 7.01485 5.84012 5.59381 5.59191 6.97833 5.96598 5.52817 5.19218 6.62253 5.87054 7.79886 5.23112 5.73618 5.44768 4.8227 threshold=0.01957581099122763 2.2749999761581425 0 0.90003076195716869 1012.9500122070314 306.88461303710943 3.4050000905990605 0.29351943731307989 7.6549999713897714 0.74892720580101024 12.550000190734865 -0.53234100341796864 8.0099999904632586 1015.3500061035157 15.650000095367433 15.949999809265138 354.50000000000006 1.0000000180025095e-35 0.7586679756641389 8.7449998855590838 289.43621826171881 1014.8500061035157 2.3500000238418584 282.86743164062506 1011.7500000000001 315.96112060546881 281.69262695312506 232.50000000000003 4.5000000000000009 0.70686939358711254 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 12 6 -5 8 7 -3 9 -6 -11 -7 14 18 16 21 22 -15 -14 20 -20 -16 23 -2 -25 -26 -24 -28 -29 -19 right_child=1 3 -4 4 5 11 -8 -9 -10 10 -12 -13 13 17 15 -17 -18 29 19 -21 -22 -23 26 24 25 -27 27 28 -30 -31 leaf_value=9.6828195956510921e-06 -2.2450221702456476e-05 -0.0032994315734441457 -0.00077225303333558276 -0.015678733167885917 -0.012230630405247212 -0.013264930873440627 0.0080448617830878259 -0.00087782424627584101 0.013810021403633681 0.027449793058137103 -0.0042399101355608476 -0.00047641210897409386 -0.00033269831052544643 -0.0012930215287709317 0.01001672350028728 0.004869459865951207 0.028069992115100223 0.0024353319164937808 -0.0077101634482436999 0.00036809256481957391 -0.026140324310916997 0.03671602477517092 0.0065553190568398232 -0.011676922354048916 0.0039655732628193913 0.019393376365303996 -0.0041003363258565011 0.024989228198925656 0.0010545967539794456 0.009444499351477233 leaf_weight=1285487 275 2757 10321 164 80 195 163 15029 75 30 47 132 2924 873 47 418 21 1485 235 241 54 33 365 28 154 175 615 24 2522 294 leaf_count=1285487 275 2757 10321 164 80 195 163 15029 75 30 47 132 2924 873 47 418 21 1485 235 241 54 33 365 28 154 175 615 24 2522 294 internal_value=-6.62696e-06 -0.000533729 0.000203174 -0.00136661 -0.00627848 -0.00352062 -0.00116876 -0.0012532 0.00293758 -0.00225626 0.00810673 -0.00810259 0.00113647 0.000189449 0.00237527 0.00746556 0.00176868 0.00198505 -0.00118922 -0.00591463 -0.0111539 0.0210302 0.00163584 0.0058092 0.0103014 0.0121719 0.00088781 0.000233384 0.00128022 0.00359368 internal_weight=1.32526e+06 39776 21104 18672 723 559 17949 17786 232 157 77 327 10783 6106 4677 498 4179 2652 3454 530 289 80 4158 632 357 329 3526 3161 2546 1779 internal_count=1325263 39776 21104 18672 723 559 17949 17786 232 157 77 327 10783 6106 4677 498 4179 2652 3454 530 289 80 4158 632 357 329 3526 3161 2546 1779 cat_boundaries=0 1 cat_threshold=1475 is_linear=0 shrinkage=0.05 Tree=197 num_leaves=31 num_cat=1 split_feature=4 94 90 54 124 93 76 113 94 64 121 136 83 104 114 28 114 100 1 39 123 57 80 81 95 75 60 63 109 32 split_gain=4.53303 7.49847 4.8198 6.01108 7.92706 7.50453 6.70199 6.24738 5.77525 8.72098 6.27068 5.88311 6.30284 6.13343 5.7418 5.70396 5.57067 5.50565 5.25312 5.22446 5.83451 6.80539 6.07643 7.69429 6.06388 5.60402 5.13982 5.63892 6.11912 5.11773 threshold=13.750000000000002 -0.77302750945091236 0.15800084173679355 1.6549999713897707 0.55191597342491161 0.9493829905986787 12.045000076293947 -0.81408452987670887 1.0000000180025095e-35 18.765000343322757 -0.35019405186176294 0 331.23062133789068 -0.94102245569229115 -0.52247866988182057 1010.2500000000001 -0.8338540494441985 0.88650786876678478 6.5000000000000009 16.150000572204593 -0.64942333102226246 247.65725708007815 314.03918457031256 318.63819885253912 -0.48375479876995081 0.39319793879985815 0.34924416244030004 0.56289356946945202 0.95118892192840587 6.6499998569488534 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 4 29 26 16 -8 9 11 14 12 13 -6 -10 -11 -7 -16 -13 -15 22 -22 25 -24 -25 -21 27 28 -5 -4 right_child=1 -3 3 5 8 6 7 -9 10 15 -12 18 -14 19 17 -17 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-3.2293976118891253e-06 0.0055099810030258059 0.00056622898327785194 0.018761104741133752 -0.0028331372166915032 0.019204780851201766 0.0023474344680475636 0.019119474436006242 -0.0049335966945746853 -0.0018873219398005748 -0.010156208471882911 0.0020045514381884025 0.013406707489242158 0.013791156576749368 0.00130080807124783 -0.016454539175610988 0.01788412248050528 -0.017662469706508321 0.0043787365824711029 -3.1146503743002542e-05 0.027717514446174558 0.0094493956634456797 -0.022878467653774555 0.037759134636984937 0.027519142478704451 -0.010949991756517972 -0.00081601541996285129 -0.00039592009800600703 0.0082392603078796003 0.012156056126822598 -0.0012881543210115989 leaf_weight=1281472 804 16670 32 5153 58 43 31 209 812 21 947 75 156 1247 140 133 182 41 2400 22 41 27 45 20 21 79 8241 122 69 5950 leaf_count=1281472 804 16670 32 5153 58 43 31 209 812 21 947 75 156 1247 140 133 182 41 2400 22 41 27 45 20 21 79 8241 122 69 5950 internal_value=-6.2959e-06 0.000793697 -1.6985e-05 -0.000686796 0.000121922 -0.00139288 -0.00763881 -0.00182674 0.00136194 0.0023747 -0.000906341 0.00194531 0.00418426 0.00325039 -0.00368239 0.0140604 -0.0138384 -0.0117354 0.000374548 0.00263431 0.00915538 -0.00338667 0.0137161 0.0234837 0.00781544 0.00539921 -0.00117909 -0.00238683 -0.00263508 -0.0011809 internal_weight=1.32526e+06 17474 1.30779e+06 26317 12267 14050 465 240 6285 4345 1940 4191 1716 1560 993 154 225 181 2475 1502 255 68 187 86 41 101 13585 5344 5222 5982 internal_count=1325263 17474 1307789 26317 12267 14050 465 240 6285 4345 1940 4191 1716 1560 993 154 225 181 2475 1502 255 68 187 86 41 101 13585 5344 5222 5982 cat_boundaries=0 1 cat_threshold=5510 is_linear=0 shrinkage=0.05 Tree=198 num_leaves=31 num_cat=1 split_feature=4 94 70 12 29 41 39 54 39 101 32 92 60 136 69 82 28 117 12 106 36 66 60 38 62 59 123 75 72 37 split_gain=4.09106 6.76737 4.78275 8.14666 9.58722 9.21303 7.19932 7.24302 10.504 8.40813 7.03775 7.1553 13.3162 9.5735 7.72988 8.27933 6.93432 7.9865 12.2843 6.98663 6.89694 6.87752 6.65149 6.63093 6.43042 6.00297 5.83683 6.10069 5.79595 5.98675 threshold=13.750000000000002 -0.77302750945091236 314.83229064941412 2.9250000715255742 1009.8500061035157 8.7500000000000018 9.6500000953674334 0.50499999523162853 12.449999809265138 0.012764917220920326 11.84999990463257 -0.38306720554828638 0.38495011627674108 0 313.84881591796881 319.46313476562506 1021.5499877929689 0.98624804615974437 2.2150000333786015 -0.56358599662780751 11.650000095367433 18.394999504089359 0.81159090995788585 12.250000000000002 0.24675693362951281 204.48262786865237 -0.60873827338218678 0.89134758710861217 0.93876454234123241 16.250000000000004 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 -2 -1 5 23 6 26 8 16 -10 -9 24 20 14 -14 21 17 19 -19 -8 -13 -16 -23 -5 -12 -6 27 -4 -15 -30 right_child=1 -3 3 4 25 -7 7 10 9 -11 11 12 13 28 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=6.0827584283707311e-06 0.0052344819343830553 0.00053791753277016312 -0.0061985292215679293 -0.0068451812855752098 0.0045648179778845863 -0.0034550897797836645 -0.0035760094902783572 0.00041333902732654433 -0.0096615541401919667 0.0056769896983682455 0.0032883538407842668 -0.0083160311279641894 -0.0002076921077978918 0.00019356868479559667 -0.004797290431094569 0.00039912752272613662 0.0080945638791521703 -0.017613836664359197 0.0017998408568006886 0.0031704370411090679 -0.0027827633850826951 -0.019816003773158921 0.00021618161664810031 -0.00049300324691620341 -0.00047042507629542599 0.00078552286843021801 -0.0021919713714405376 -0.023658934418732923 -0.00096018894034768313 -0.033494047419382979 leaf_weight=1240793 804 16670 301 642 1161 2892 741 12389 95 1501 1254 612 588 9100 228 213 205 177 151 796 7057 242 50 1141 12285 11061 1997 60 31 26 leaf_count=1240793 804 16670 301 642 1161 2892 741 12389 95 1501 1254 612 588 9100 228 213 205 177 151 796 7057 242 50 1141 12285 11061 1997 60 31 26 internal_value=-5.98111e-06 0.000754012 -1.61357e-05 -0.000427631 0.000644862 -0.000711081 -0.000552681 -0.000419474 0.00171595 0.00476398 -0.000597091 -0.000992162 -0.00164116 -0.00048241 -0.00444444 -0.00790373 -0.000634127 -0.00159358 -0.00867644 -8.20788e-05 -0.00322433 -0.0113047 -0.0163858 -0.00278021 -0.000122282 0.00114453 -0.00324964 -0.00910054 9.3909e-05 -0.0158002 internal_weight=1.32526e+06 17474 1.30779e+06 66996 14005 52991 50099 47741 3666 1596 44075 31686 18147 10478 1321 733 2070 1865 328 1537 7669 520 292 1783 13539 12222 2358 361 9157 57 internal_count=1325263 17474 1307789 66996 14005 52991 50099 47741 3666 1596 44075 31686 18147 10478 1321 733 2070 1865 328 1537 7669 520 292 1783 13539 12222 2358 361 9157 57 cat_boundaries=0 1 cat_threshold=516 is_linear=0 shrinkage=0.05 Tree=199 num_leaves=31 num_cat=1 split_feature=89 53 60 136 107 35 54 35 86 3 22 84 104 92 39 33 58 35 52 127 32 10 57 55 23 119 76 33 31 36 split_gain=4.02782 9.0899 6.17931 6.04529 5.48223 9.90589 7.26107 8.43825 5.39135 6.83822 9.41955 5.38168 4.97406 7.66537 4.85927 8.82687 12.4111 8.45313 8.65349 8.30142 8.16668 6.98007 6.6854 7.20304 6.66757 7.53658 5.83555 11.6324 8.40227 12.3894 threshold=1.0000000180025095e-35 2.3149999380111699 0.41261115670204168 0 -0.76393666863441456 11.750000000000002 1.235000014305115 17.050000190734867 0.87740421295166027 130.50000000000003 4.8250000476837167 0.87129056453704845 -0.4826426357030868 0.83761128783226024 12.550000190734865 10.84999990463257 229.46570587158206 10.84999990463257 3.7050000429153447 0.87878364324569713 11.550000190734865 0.55000001192092907 247.65725708007815 9.5250000953674334 5.4849998950958261 0.97233289480209362 9.4549999237060565 11.750000000000002 1006.8500061035157 15.650000095367433 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=14 3 12 4 -2 -6 7 8 9 10 -7 -12 13 -3 15 -1 22 18 19 21 -19 -18 23 -17 25 -22 -16 -28 29 -29 right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 -15 26 16 17 20 -20 -21 24 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.00010525311789327354 -5.2659012505938198e-05 -0.0023142872148981656 -0.00036889908264192526 -0.00063554391440629094 -0.0015185797455282409 -0.018684523482367679 0.0013031489698148485 0.020817518852337069 0.001090018257899827 0.0088847738086731496 0.00031713486162500393 0.015680677946166774 0.00082617525764257379 -0.011724250250378508 1.4831201245915375e-05 1.8836044741484559e-05 0.01174858342115344 0.00023297926109668756 -0.0010036981452023505 -0.0064273964992547193 0.00042804921939791971 -0.0024930068987226782 -0.0013965054098586105 0.0031514075854688073 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120126 53802 5467 850223 166809 147986 15177 internal_count=1325263 42157 19841 22316 11406 5531 4145 2041 1955 1306 357 304 10076 8832 1283106 432883 221855 93389 16862 5563 76527 3944 128466 120126 53802 5467 850223 166809 147986 15177 cat_boundaries=0 1 cat_threshold=1475 is_linear=0 shrinkage=0.05 Tree=200 num_leaves=31 num_cat=3 split_feature=129 129 133 17 89 99 93 61 92 60 136 86 83 107 0 136 11 11 85 17 66 64 52 116 9 27 15 53 136 82 split_gain=4.90312 7.09972 6.10185 6.5855 7.11019 5.00674 4.86022 22.52 10.1291 12.1737 9.41419 21.4524 19.1112 16.0241 12.7247 12.2374 11.3796 10.8461 9.89833 11.2426 9.89066 9.74058 10.1756 9.23094 9.1906 8.26477 8.21871 8.04085 8.75099 7.96637 threshold=338.50000000000006 260.50000000000006 1016.2500000000001 14.039999961853029 -0.85435366630554188 -0.95400717854499806 -0.51446658372879017 0.2804850041866303 -0.798629730939865 0.43359622359275823 0 0.87575033307075512 1.0000000180025095e-35 -0.99084231257438649 149.50000000000003 1 1.0000000180025095e-35 7.3500001430511483 0.84235677123069774 8.0099999904632586 1.0000000180025095e-35 1.0000000180025095e-35 0.074999999254941954 -0.81408452987670887 3.4500000476837163 195.50000000000003 3.3850001096725468 0.80500000715255748 2 262.94050598144537 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 1 2 left_child=1 6 3 4 -3 -4 7 26 9 25 11 13 -12 24 15 -15 -16 -17 23 -20 -14 29 -23 -18 -9 -8 27 28 -1 -22 right_child=-2 2 5 -5 -6 -7 8 10 -10 -11 12 -13 20 14 16 17 18 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.011027954707436779 0.0015263318144751008 -0.004009433953385471 -0.0020337757215388688 0.0010635620562211119 -0.0012029459771988526 0.00076414181249629689 -0.0043195762715328772 0.0009039891423720831 -8.5948641842706704e-06 -0.003306702919133743 -0.0068380252641135749 -0.00084691732021835485 -0.0050103027153851863 0.0014654383261062662 0.02911054630940025 -0.0010142298323020953 0.00074777001384320125 -0.0068489418117516675 0.003108014020802732 -0.00033159247487770846 0.0047136873869352384 0.008188768197133425 -0.00010525656330194144 0.0030182010513490095 0.007484611554007631 -0.00024004519565667972 0.012342600047577944 0.0010368042891334142 0.0026656758033640989 -0.0069722733874455073 leaf_weight=323 5253 3456 2116 1861 6504 6543 1325 824 1062027 4721 1083 20531 1044 5094 37 7045 7386 898 2998 11445 176 371 114666 11366 1490 19703 179 17552 6037 851 leaf_count=323 5253 3456 2116 1861 6504 6543 1325 824 1062027 4721 1083 20531 1044 5094 37 7045 7386 898 2998 11445 176 371 114666 11366 1490 19703 179 17552 6037 851 internal_value=1.78808e-06 -4.28051e-06 -0.000927977 -0.00166663 -0.00217676 8.04146e-05 1.02805e-05 0.000229655 -3.23522e-05 -0.00101223 4.45754e-05 0.000508082 -0.000226491 0.0010808 0.000877731 -0.000446115 0.00139708 -0.00167177 0.00136619 0.000382382 -0.000165368 -0.000121787 -7.85079e-05 0.00212393 0.0051413 -0.000497101 0.00166863 0.00158873 0.00311189 -0.00496962 internal_weight=1.3249e+06 1.31965e+06 20480 11821 9960 8659 1.29917e+06 211396 1.08778e+06 25749 187305 69114 118191 48583 46269 13037 33232 7943 33195 14443 117108 116064 115037 18752 2314 21028 24091 23912 6360 1027 internal_count=1324905 1319652 20480 11821 9960 8659 1299172 211396 1087776 25749 187305 69114 118191 48583 46269 13037 33232 7943 33195 14443 117108 116064 115037 18752 2314 21028 24091 23912 6360 1027 cat_boundaries=0 1 2 3 cat_threshold=3840 2560 5122 is_linear=0 shrinkage=0.05 Tree=201 num_leaves=31 num_cat=2 split_feature=129 129 75 60 60 84 135 25 93 53 74 88 65 57 136 107 70 53 136 1 8 92 5 95 36 58 52 103 53 14 split_gain=4.42503 6.40758 5.96976 8.5778 6.53735 6.29111 5.52855 4.54135 4.42296 12.7356 15.756 12.8745 10.4808 8.88118 10.76 20.8547 8.89974 8.24064 10.4389 10.5994 9.98364 8.59473 9.38596 8.22733 10.7513 8.31346 8.14418 8.10752 8.04442 7.87899 threshold=338.50000000000006 260.50000000000006 0.61358746886253368 0.41699147224426275 0.17383797466754916 0.76797938346862804 1009.6499938964845 307.50000000000006 -0.6111149489879607 0.30500000715255743 0.62424722313880932 -0.9714720845222472 3.6350001096725468 198.40934753417972 0 -0.98618206381797779 1.0000000180025095e-35 3.5649999380111699 1 148.50000000000003 4.4500000476837167 -0.38306720554828638 13.550000190734865 -0.53439414501190174 17.849999427795414 74.078388214111342 5.3250000476837167 0.055938152596354491 1.2549999952316286 1.6250000000000002 decision_type=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 2 left_child=1 8 3 5 7 -3 -6 -4 9 10 -1 26 -12 17 15 29 -16 18 19 -13 -21 22 -19 -22 25 -25 -11 -10 -17 -15 right_child=-2 2 4 -5 6 -7 -8 -9 27 11 12 13 -14 14 16 28 -18 21 -20 20 23 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0048645974118627202 0.0014500152258665622 0.0095272292565953525 0.020406405082238573 -0.00058662371455525089 -0.0053725355361294398 -0.0057619150005631227 -0.00035097003948480825 -0.0029698810510097014 -0.00044489412417013298 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0.00137918 0.000235579 -0.000141305 0.000311233 0.00153889 0.00234385 -0.000740581 -0.000541465 0.00340059 0.00113314 0.000147967 -0.0014866 -2.85281e-05 0.00114338 0.0088863 internal_weight=1.3249e+06 1.31965e+06 20480 4160 16320 1803 16226 94 1.29917e+06 190998 5975 185023 2737 173850 97884 29396 68488 75966 43282 12358 9497 32684 30825 6665 2500 2293 11173 1.10817e+06 28499 897 internal_count=1324905 1319652 20480 4160 16320 1803 16226 94 1299172 190998 5975 185023 2737 173850 97884 29396 68488 75966 43282 12358 9497 32684 30825 6665 2500 2293 11173 1108174 28499 897 cat_boundaries=0 1 2 cat_threshold=770 7554 is_linear=0 shrinkage=0.05 Tree=202 num_leaves=31 num_cat=2 split_feature=69 116 64 114 22 92 15 7 61 71 56 116 93 66 16 31 21 92 136 95 136 79 12 2 15 12 18 42 61 60 split_gain=4.40592 8.95418 8.51619 10.0762 8.15556 7.16199 9.3738 7.40493 7.14735 6.98939 9.83536 8.094 14.2039 10.5689 9.68327 10.8987 11.0255 13.9062 13.6169 12.3839 10.2081 9.15212 13.3983 13.9191 14.4833 9.07581 8.86468 8.75479 7.87568 7.73399 threshold=319.51167297363287 0.90255093574523937 4.4349999427795419 -0.16504132002592084 5.8450000286102304 1.0000000180025095e-35 1.3350000381469729 11.949999809265138 0.21985398232936862 292.85203552246099 290.13270568847662 -0.8703225553035735 0.12734001129865649 1.0249999761581423 14.039999961853029 1027.350036621094 7.9949998855590829 0.1721398010849953 0 -0.30544450879096979 1 4.2449998855590829 1.8350000381469729 299.50000000000006 2.2150000333786015 1.235000014305115 12.50999975204468 12.449999809265138 0.68148997426033031 0.47310328483581549 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=9 4 3 5 -2 7 -7 -3 -4 10 -1 12 -11 -14 15 16 18 19 -13 -18 -21 25 -23 -24 -25 -20 -16 29 -19 -26 right_child=1 2 8 -5 -6 6 -8 -9 -10 11 -12 14 13 -15 26 -17 17 28 21 20 -22 22 23 24 27 -27 -28 -29 -30 -31 leaf_value=-4.5165140997172085e-06 0.00075146773688575567 0.0021171184563403092 0.0072480143344468423 -0.0071405189618768076 -0.001305797973216193 0.007952076257414618 -0.0045318858358610247 0.018911898589010916 0.0013366210254266405 -0.00054416325241007923 -0.00067994890858673448 -0.00039321464341479201 -0.022239418271883374 -0.0051505927455118249 0.0024642683065945678 0.003131946572876361 3.8903256510716181e-05 -0.0013480938024127099 0.00058437147451126186 8.0067719501441653e-05 -0.0042535619181582459 -0.00021474107250253651 0.0019185844604846852 0.0016401220564802588 -0.001070400833016946 0.0037516645202471822 0.0006349625080796441 0.010538752829040491 0.0004441574283970143 0.00051150232461709161 leaf_weight=955832 5949 868 560 612 25326 179 940 71 5884 10430 57118 49583 102 801 8297 3058 4584 8324 4670 1778 5852 44122 22602 15814 15539 4386 32817 188 23251 15368 leaf_count=955832 5949 868 560 612 25326 179 940 71 5884 10430 57118 49583 102 801 8297 3058 4584 8324 4670 1778 5852 44122 22602 15814 15539 4386 32817 188 23251 15368 internal_value=1.61911e-06 -0.000512584 0.000866515 -0.00150792 -0.000914473 0.000167081 -0.0025349 0.00338701 0.00185034 1.77872e-05 -4.26026e-05 0.000243043 -0.001065 -0.00708089 0.000300008 0.000167892 0.000125941 -0.000582505 0.000306017 -0.00201514 -0.00324918 0.000588585 0.000466722 0.00089928 0.000408152 0.00211835 0.00100413 -0.000218392 -2.83271e-05 -0.000283825 internal_weight=1.3249e+06 40389 9114 2670 31275 2058 1119 939 6444 1.28452e+06 1.01295e+06 271566 11333 903 260233 219119 216061 43789 172272 12214 7630 122689 113633 69511 46909 9056 41114 31095 31575 30907 internal_count=1324905 40389 9114 2670 31275 2058 1119 939 6444 1284516 1012950 271566 11333 903 260233 219119 216061 43789 172272 12214 7630 122689 113633 69511 46909 9056 41114 31095 31575 30907 cat_boundaries=0 1 2 cat_threshold=580 240 is_linear=0 shrinkage=0.05 Tree=203 num_leaves=31 num_cat=3 split_feature=108 120 84 10 36 55 84 79 109 53 136 106 5 35 74 38 107 52 37 61 37 69 87 79 136 17 136 10 25 79 split_gain=4.11455 7.98682 5.96238 5.84489 6.39316 7.34037 6.88478 6.50789 5.46209 11.5999 10.4854 9.8288 12.864 9.83944 9.33016 9.3091 9.21447 13.8257 8.67282 14.2017 9.29024 7.3491 7.30976 7.12489 7.08903 7.97522 6.45797 6.18718 6.36635 6.05913 threshold=-0.93657124042510975 -0.11319890245795249 0.87419158220291149 13.650000095367433 13.050000190734865 1.7150000333786013 0.77397397160530101 2.304999947547913 -0.091759592294692979 0.064999999478459372 0 -0.93639624118804921 4.3500001430511483 15.650000095367433 0.65983533859252941 10.550000190734865 -0.96393176913261402 0.78499999642372142 18.150000572204593 0.62648871541023265 14.250000000000002 218.064323425293 0.8207918405532838 3.3950001001358037 1 5.4100000858306894 2 3.8500000238418584 265.50000000000006 4.6749999523162851 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 1 2 1 2 2 2 left_child=1 -1 3 4 5 -3 -7 -8 9 11 15 12 14 -14 -2 29 -17 -18 19 24 -21 -15 -19 -16 25 -12 -20 -13 -29 -11 right_child=8 2 -4 -5 -6 6 7 -9 -10 10 18 27 13 21 23 16 17 22 26 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0020227583302945013 0.011585224923619911 0.0027071831198127111 -0.004246070751175157 0.0009177661782619784 -0.00010520785974638054 -0.00060462400175131101 -0.011866831213111467 -0.0040100833817367093 -1.8489028148906592e-05 -0.0015869846422487033 0.015523630304869585 -0.014930115284449938 -0.0018541681254139524 0.025766497166004293 -0.011931421853498454 0.00016651541477366463 -0.0049917124990934945 -0.0015733356118520486 -0.00085805997389289959 -0.00065795526022629353 0.0015621347450862858 0.0045214307108139657 0.0010757543333520506 0.0052827203042477705 0.0012578159877827213 0.0029135462325607978 0.0080897667551485513 -0.0030530713268266873 0.01340773303696103 0.0020224415171006421 leaf_weight=2191 774 553 1461 3353 4322 1477 292 2707 1205440 1471 128 90 951 43 72 14779 2479 11081 9804 15883 6700 763 3404 364 21977 6138 196 395 69 5548 leaf_count=2191 774 553 1461 3353 4322 1477 292 2707 1205440 1471 128 90 951 43 72 14779 2479 11081 9804 15883 6700 763 3404 364 21977 6138 196 395 69 5548 internal_value=1.53643e-06 -0.000786589 -0.00122113 -0.000873253 -0.00151546 -0.00272745 -0.00339889 -0.00477506 1.13875e-05 0.000360672 0.000260952 0.00318113 0.00432265 0.00159049 0.00828993 -0.000381712 -0.000746174 -0.00154131 0.000670449 0.000935387 7.08471e-07 0.00565485 -0.000950795 0.00244002 0.00168275 0.00316609 -0.000675451 -0.00293238 -0.000605236 0.001266 internal_weight=1.3249e+06 16356 14165 12704 9351 5029 4476 2999 1.30855e+06 103109 99588 3521 2967 1757 1210 38762 31743 16964 60826 50826 22583 806 14485 436 28243 6266 10000 554 464 7019 internal_count=1324905 16356 14165 12704 9351 5029 4476 2999 1308549 103109 99588 3521 2967 1757 1210 38762 31743 16964 60826 50826 22583 806 14485 436 28243 6266 10000 554 464 7019 cat_boundaries=0 1 2 3 cat_threshold=2192 1604 1058 is_linear=0 shrinkage=0.05 Tree=204 num_leaves=31 num_cat=2 split_feature=67 52 107 79 55 62 111 39 135 12 91 14 64 67 136 131 21 87 78 136 83 64 118 12 52 135 23 35 36 15 split_gain=4.07112 8.05767 15.4509 12.2276 10.2292 8.31322 7.92215 7.53987 8.36283 7.01135 14.4059 19.6561 10.445 9.10008 8.88894 9.24311 9.0288 10.2175 8.56258 11.6918 14.3678 10.1473 9.89609 7.95366 7.44547 7.05061 6.91682 7.80411 7.63303 9.03675 threshold=28.125000000000004 7.6749999523162851 -0.65411722660064686 9.9250001907348651 18.025000572204593 0.73443964123725902 -0.93712800741195668 12.050000190734865 1010.6499938964845 1.7250000238418581 -0.36430160701274866 1.8949999809265139 7.0050001144409189 7.9949998855590829 0 102.50000000000001 7.9349999427795419 0.90019428730010997 9.0450000762939471 1 339.07279968261724 1.1250000000000002 0.98897820711135875 1.2250000238418581 0.31499999761581426 1018.1499938964845 5.5650000572204599 18.050000190734867 10.449999809265138 1.2649999856948855 decision_type=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 2 2 2 2 2 left_child=9 2 3 -2 -3 -5 -4 -8 -9 12 11 14 13 18 15 16 17 24 -1 20 26 -22 -21 -14 -11 -12 28 -28 -20 -30 right_child=1 4 6 5 -6 -7 7 8 -10 10 25 -13 23 -15 -16 -17 -18 -19 19 22 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-1.466406893431906e-05 0.0012804509786880529 0.0011493063379908867 0.0071597056499791414 -0.0027237110651852216 -0.00032230030272699519 0.00029536055311731778 -0.0012113564271281354 0.0033066199046917649 -0.0062958964781113808 0.0079557782458118589 -5.5418825649808272e-05 0.00020850305169257209 -0.0033403016626093241 0.00091061281742058249 0.00065600982873331454 -0.0017567477083867758 0.00061045381474159077 -0.0010670608676615985 -0.0017855300563824441 -0.0011833929388469359 0.018855972234761407 0.0028312752941552013 -0.010192533063219615 -0.00061847030003408696 0.0029020197549409514 0.0088983830509559176 -0.0014579049451743978 0.019952202959765877 -0.0007933309225419497 0.0040331966447910731 leaf_weight=519334 2876 14578 501 14347 62161 2711 2846 2536 249 764 352532 180336 2839 24751 26357 1576 6613 1585 1407 29480 178 222 308 49165 15814 220 4182 43 1445 2949 leaf_count=519334 2876 14578 501 14347 62161 2711 2846 2536 249 764 352532 180336 2839 24751 26357 1576 6613 1585 1407 29480 178 222 308 49165 15814 220 4182 43 1445 2949 internal_value=1.46281e-06 -0.000300728 -0.00106025 -0.00173542 -4.27413e-05 -0.00224389 0.00113461 0.000598542 0.00244808 2.68836e-05 0.000151701 0.000456759 -8.80268e-05 -2.75912e-05 0.00130613 0.00195538 0.0021923 0.00276824 -6.90916e-05 -0.000771983 0.000668952 0.00996227 -0.00127612 -0.00076706 0.00313492 -4.98346e-05 0.000298851 -0.00124 0.00141963 0.00244596 internal_weight=1.3249e+06 102805 26066 19934 76739 17058 6132 5631 2785 1.2221e+06 585797 233045 636303 584299 52709 26352 24776 18163 559548 40214 10426 400 29788 52004 16578 352752 10026 4225 5801 4394 internal_count=1324905 102805 26066 19934 76739 17058 6132 5631 2785 1222100 585797 233045 636303 584299 52709 26352 24776 18163 559548 40214 10426 400 29788 52004 16578 352752 10026 4225 5801 4394 cat_boundaries=0 1 2 cat_threshold=5397 2180 is_linear=0 shrinkage=0.05 Tree=205 num_leaves=31 num_cat=2 split_feature=39 33 111 60 67 23 82 69 89 63 4 66 14 107 53 136 79 35 136 31 134 54 20 75 33 63 66 35 94 31 split_gain=4.8866 10.4299 11.9299 10.6717 8.81985 17.3994 9.76065 8.6558 12.2973 14.6669 8.28403 7.70979 7.57479 7.55611 7.26053 6.87323 6.84273 8.03387 7.27868 7.89768 8.73066 18.1402 7.29771 6.82737 6.82206 6.54303 7.32188 6.92651 6.54264 8.76766 threshold=12.650000095367433 12.34999990463257 0.89158156514167797 0.35115532577037817 7.9949998855590829 6.4849998950958261 320.39527893066412 297.66743469238287 -0.9645688235759734 0.51314929127693187 5.8500001430511483 37.944999694824226 2.5849999189376835 0.33377079665660864 0.10500000044703485 0 2.054999947547913 12.550000190734865 1 1012.5499877929689 1014.2500000000001 2.1950000524520878 7.0750000476837167 0.84151434898376476 12.449999809265138 0.38526754081249243 11.135000228881838 12.650000095367433 -0.69788646697998036 1014.1499938964845 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 28 3 25 13 6 -6 12 9 -9 14 15 16 -2 -10 -11 17 -7 19 20 -18 -22 -21 -17 -16 26 -3 -28 29 -1 right_child=4 2 -4 -5 5 7 -8 8 10 11 -12 -13 -14 -15 24 23 18 -19 -20 22 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00046772073247271966 1.9672671199588947e-06 -0.0026929327137322954 9.8527093782505596e-06 -0.00075688373696996625 0.001159586573819869 -0.0071680482115813755 0.0037501854578328667 0.00041203374059732551 0.023387824284145611 -0.0047449277484203564 0.00069317175806456145 -0.0086999839387769447 -6.6181430460258661e-05 -0.00278151237005876 0.00087771967531305147 -0.0033807123927550916 -0.0012477338293979266 -0.00024619595238815261 0.00026694262946421463 0.0033479633284026842 0.01802353097434109 0.0012418805643708165 0.001414949199740823 0.0021603395072915211 -0.00076657466862357069 -0.00089283451926648421 -0.0037119836715421095 -0.011033311348685956 -7.7845540031013232e-05 0.0012787313852554068 leaf_weight=11010 674889 5585 38541 33796 18227 492 4542 3965 32 2405 29042 652 30756 2447 7881 1238 4451 2833 17755 6745 177 1785 17684 1009 31606 3761 758 563 350574 20693 leaf_count=11010 674889 5585 38541 33796 18227 492 4542 3965 32 2405 29042 652 30756 2447 7881 1238 4451 2833 17755 6745 177 1785 17684 1009 31606 3761 758 563 350574 20693 internal_value=4.59521e-06 -0.000125951 -0.000633985 -0.00119207 7.51738e-05 0.000382886 0.00167636 0.000199399 -0.000179041 -0.00188836 5.20479e-05 -0.00360802 0.000555648 -8.08856e-06 -0.000419106 -0.00289436 0.000923988 -0.00127042 0.00107413 0.00153822 -2.28819e-05 0.00275582 0.00194867 -0.000888586 -0.000438399 -0.00257087 -0.00348472 -0.00683228 -1.56416e-05 0.000672213 internal_weight=1.32589e+06 465281 83004 44463 860613 183277 22769 160508 77830 9269 68561 5304 82678 677336 39519 4652 51922 3325 48597 30842 6413 1962 24429 2247 39487 10667 6906 1321 382277 31703 internal_count=1325894 465281 83004 44463 860613 183277 22769 160508 77830 9269 68561 5304 82678 677336 39519 4652 51922 3325 48597 30842 6413 1962 24429 2247 39487 10667 6906 1321 382277 31703 cat_boundaries=0 1 2 cat_threshold=581 5905 is_linear=0 shrinkage=0.05 Tree=206 num_leaves=31 num_cat=1 split_feature=39 33 109 39 67 21 23 87 2 92 60 21 107 16 76 54 2 6 0 136 93 126 108 33 115 87 60 55 6 134 split_gain=4.43841 9.66404 11.5471 9.49177 8.99182 15.8445 9.54149 11.0347 11.3374 8.89101 6.7602 7.68899 6.33039 6.50829 6.18416 5.93395 5.69804 5.67434 7.82532 7.28641 6.8418 6.47923 5.94864 5.84008 6.92125 5.67192 5.63762 5.56599 5.52247 5.87777 threshold=12.550000190734865 12.250000000000002 0.91148236393928539 11.150000095367433 8.1050000190734881 7.3750000000000009 5.8849999904632577 0.83094176650047313 326.50000000000006 0.76646989583969127 0.4251458495855332 4.9449999332427987 0.33377079665660864 3.6349999904632573 1.185000002384186 2.7549999952316289 340.50000000000006 6.5499999523162851 236.50000000000003 0 -0.27986806631088251 -0.47714059054851526 0.91035604476928722 16.94999980926514 -0.96811076998710621 0.79472804069519054 0.25438849627971655 4.9749999046325692 2.5499999523162846 1013.3500061035157 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 -1 3 10 12 6 15 17 28 14 16 -12 -2 -14 -7 -6 -3 18 -8 -20 22 -21 23 24 -19 -24 -18 -10 -9 -30 right_child=4 2 -4 -5 5 9 7 8 27 -11 11 -13 13 -15 -16 -17 26 20 19 21 -22 -23 25 -25 -26 -27 -28 -29 29 -31 leaf_value=-1.299778080013329e-05 -4.7544376662504717e-06 -0.005767997642107274 2.866721125725017e-05 -0.00087842522948360915 0.0048330066210979447 -0.0045765691034966053 0.0012680948946628776 0.0011135796304650297 0.0030991913367845289 0.0019220826310295915 0.010209787333707339 -0.0020308548430260204 -0.028981756524223353 -0.0022631363903118703 -6.506255759010272e-05 0.001291365915471319 0.013591654911637309 0.0063385558427620685 0.0011133755065986469 0.012505588413685235 0.00032574537008491595 0.0045116049789619044 0.030485348824999838 0.012294626811829707 0.00049558635856009764 0.0048582344520837067 -0.0026221934795141854 0.00076589687266619437 -0.00065333548992756825 0.0021203625485081766 leaf_weight=361006 691439 2297 37965 38957 2438 765 6557 7236 4484 5742 134 3012 23 2518 107347 2297 75 705 1701 274 10297 3384 38 150 1803 50 188 5944 25000 2068 leaf_count=361006 691439 2297 37965 38957 2438 765 6557 7236 4484 5742 134 3012 23 2518 107347 2297 75 705 1701 274 10297 3384 38 150 1803 50 188 5944 25000 2068 internal_value=4.36376e-06 -0.000124644 -0.000612431 -0.00115739 6.92337e-05 0.000375689 0.000942996 0.00079543 0.000325464 4.84175e-06 -0.00306195 -0.00150948 -1.3909e-05 -0.00250498 -9.6986e-05 0.00311492 -0.0049698 0.00163771 0.00242646 0.00384377 0.000917118 0.00509646 0.00313466 0.00271122 0.00213805 0.0159245 0.00200153 0.0017692 -0.000113416 -0.000441424 internal_weight=1.32589e+06 443634 82628 44663 882260 188280 74426 69691 44732 113854 5706 3146 693980 2541 108112 4735 2560 24959 11916 5359 13043 3658 2746 2658 2508 88 263 10428 34304 27068 internal_count=1325894 443634 82628 44663 882260 188280 74426 69691 44732 113854 5706 3146 693980 2541 108112 4735 2560 24959 11916 5359 13043 3658 2746 2658 2508 88 263 10428 34304 27068 cat_boundaries=0 1 cat_threshold=2150 is_linear=0 shrinkage=0.05 Tree=207 num_leaves=31 num_cat=2 split_feature=86 65 6 22 28 58 136 94 60 95 13 40 0 34 94 62 136 109 14 67 132 12 56 88 4 87 39 0 111 84 split_gain=4.28328 7.35084 7.20193 6.84354 5.98991 5.59886 5.24997 6.72339 6.42482 5.55553 5.94306 5.44572 5.4277 5.24215 4.89211 16.1947 12.971 19.7079 15.868 13.2389 13.0637 12.5678 12.1247 8.9668 9.10537 8.5679 12.2625 8.0216 9.90423 11.0425 threshold=0.89709687232971203 1.0850000381469729 2.1499999761581425 4.7349998950958261 1012.9500122070314 298.65454101562506 0 -0.070959106087684617 0.31971502304077154 0.50775167346000682 1.9049999713897707 12.34999990463257 319.50000000000006 13.750000000000002 -0.56388694047927845 0.28281989693641668 1 0.99461153149604808 1.3750000000000002 0.25499999523162847 1020.4500122070314 1.7050000429153445 136.6750183105469 -0.30865217745304102 0.15000000223517421 0.7597188949584962 20.150000572204593 151.50000000000003 0.22623882442712787 0.68342220783233654 decision_type=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 2 2 left_child=14 2 3 -2 5 -4 7 11 9 -8 -11 13 -12 -6 15 -1 18 19 20 -18 21 23 -21 24 -17 -26 -27 -20 29 -29 right_child=1 -3 4 -5 6 -7 8 -9 -10 10 12 -13 -14 -15 -16 16 17 -19 27 22 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.001535581673886113 0.014143228854849397 -0.00018464829288293718 -0.0036611439721416193 0.00062937781520152301 0.00017108751399852858 -0.013472343336370497 -0.0053281511741652809 0.0024809785704711235 -0.0013982245728905859 -0.028147017710383922 -0.024421369623583322 0.023495042473077776 0.0080517303769386591 -0.0060280650592935093 -1.7619065615904872e-05 -0.0017207340333736964 -0.0050789517799651497 -0.0070361420164934034 -0.00099038726468443053 -0.0034336142698471583 0.029173009862668464 0.0096280283641301499 -2.5639512606343877e-05 0.00031334196722279434 0.0051079272875386508 0.0018001229348891428 0.019310209223462299 -0.0043671393174008703 0.00026013914596438207 0.0058538031505295761 leaf_weight=21922 102 52632 2607 1149 715 154 397 1428 1135 63 22 20 31 652 1073433 1310 1360 1058 13017 2679 43 477 101142 10332 2788 9967 101 320 23321 1517 leaf_count=21922 102 52632 2607 1149 715 154 397 1428 1135 63 22 20 31 652 1073433 1310 1360 1058 13017 2679 43 477 101142 10332 2788 9967 101 320 23321 1517 internal_value=4.146e-06 -0.000404707 -0.00177133 0.00173123 -0.00237787 -0.00420838 -0.00124545 7.2484e-05 -0.00347599 -0.00814075 -0.0177666 -0.00240668 -0.00542767 -0.00278564 2.38993e-05 0.000256804 9.13489e-05 -0.000246059 0.000658528 -0.000177782 0.00163736 0.00158995 -0.000113579 0.00143344 0.00225038 0.00265503 0.00197578 1.72251e-05 0.000538574 0.00407335 internal_weight=1.32589e+06 61107 8475 1251 7224 2761 4463 2815 1648 513 116 1387 53 1367 1.26479e+06 191354 169432 106239 63193 105181 25018 24975 103821 24498 14166 12856 10068 38175 25158 1837 internal_count=1325894 61107 8475 1251 7224 2761 4463 2815 1648 513 116 1387 53 1367 1264787 191354 169432 106239 63193 105181 25018 24975 103821 24498 14166 12856 10068 38175 25158 1837 cat_boundaries=0 1 2 cat_threshold=2437 3840 is_linear=0 shrinkage=0.05 Tree=208 num_leaves=31 num_cat=1 split_feature=16 94 116 56 81 31 39 33 109 39 67 23 64 76 82 69 89 63 34 73 32 91 102 126 55 83 52 79 32 136 split_gain=4.04149 5.2112 4.75481 5.22646 5.36962 6.57317 3.87076 8.75475 10.6693 8.68525 8.03895 14.5663 10.0563 8.97456 8.86468 7.30374 12.3346 14.852 8.78287 8.02746 7.21519 6.62304 6.15371 9.13489 6.06773 7.88353 11.4512 11.6464 10.6103 12.44 threshold=20.04999923706055 0.14025291055440905 -0.81408452987670887 253.9344177246094 320.15106201171881 1013.4500122070314 12.550000190734865 12.250000000000002 0.91148236393928539 11.150000095367433 8.1050000190734881 6.4849998950958261 4.8750000000000009 1.185000002384186 322.18687438964849 295.15919494628912 -0.9645688235759734 0.51314929127693187 11.949999809265138 0.88731032609939586 12.84999990463257 -0.95651498436927784 0.78269472718238842 0.9238443672657014 2.4750000238418584 272.34443664550787 0.55500000715255748 5.1150000095367441 13.150000095367433 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=6 2 -2 4 5 -4 7 -1 9 22 24 14 -13 -14 -12 -15 17 20 -18 21 -17 -19 -9 -24 25 -8 28 -28 -27 -30 right_child=1 -3 3 -5 -6 -7 10 8 -10 -11 11 12 13 15 -16 16 18 19 -20 -21 -22 -23 23 -25 -26 26 27 -29 29 -31 leaf_value=-1.5680771327152342e-05 -0.0025016315589060211 0.0004010082385992647 -0.00092117797503306071 0.0031745374565467529 0.033828138487170575 0.014167651518367306 -1.8316814138639329e-05 -0.0024629668774024745 2.9672441699367555e-05 -0.00084491062765464249 0.0010881994432748905 0.0017941867429624456 -0.0057424753274424138 0.00049149840480484258 0.0037223667260744848 0.0039851609410876225 0.0013324209405704934 -0.0047015164004876884 -0.00019776526628941438 -0.0066676556060101247 -0.00071018585656233138 -0.00099360902488625984 -0.013239831887730216 0.0027188446004791852 -0.00030838659035112271 0.004202600414969641 0.0011501699803421566 -0.0002983744640789309 0.0058134187754211074 0.00040571992159388115 leaf_weight=359671 238 3615 112 866 23 203 473887 5246 37863 38799 19382 9156 657 69967 3824 1116 11027 1914 62690 1375 3066 3248 311 126 143923 3515 21984 37624 1192 9274 leaf_count=359671 238 3615 112 866 23 203 473887 5246 37863 38799 19382 9156 657 69967 3824 1116 11027 1914 62690 1375 3066 3248 311 126 143923 3515 21984 37624 1192 9274 internal_value=3.9387e-06 0.00141473 0.00395608 0.00523261 0.0105056 0.00880273 -1.46273e-06 -0.000122154 -0.000587212 -0.0011123 5.92405e-05 0.000349692 0.00018399 8.89114e-05 0.00152227 0.000113725 -0.000199314 -0.00178412 3.11285e-05 -0.00327275 0.000542805 -0.00236845 -0.00293784 -0.00863847 -1.9494e-05 5.64514e-05 0.000537932 0.000235863 0.0018258 0.00102756 internal_weight=1.32589e+06 5057 1442 1204 338 315 1.32084e+06 442016 82345 44482 878821 187422 164216 155060 23206 154403 84436 10719 73717 6537 4182 5162 5683 437 691399 547476 73589 59608 13981 10466 internal_count=1325894 5057 1442 1204 338 315 1320837 442016 82345 44482 878821 187422 164216 155060 23206 154403 84436 10719 73717 6537 4182 5162 5683 437 691399 547476 73589 59608 13981 10466 cat_boundaries=0 1 cat_threshold=5254 is_linear=0 shrinkage=0.05 Tree=209 num_leaves=31 num_cat=2 split_feature=86 65 6 22 28 85 105 7 93 71 136 8 110 65 83 53 114 93 32 1 79 12 57 62 41 31 136 61 75 54 split_gain=3.91843 6.68159 6.50044 6.15578 5.4104 5.3646 5.24216 5.35735 4.72103 4.72078 9.49642 16.4979 12.1326 12.4724 11.7454 10.2685 9.18192 9.1434 9.06406 12.6463 9.98609 8.85596 8.8163 8.72093 8.59788 8.50745 8.47058 9.53394 8.92417 8.40102 threshold=0.89709687232971203 1.0850000381469729 2.1499999761581425 4.7349998950958261 1012.7500000000001 0.91636520624160778 -0.98864021897315968 6.7500000000000009 -0.69580605626106251 291.64468383789068 0 9.9499998092651385 0.82812088727951061 0.33500000834465032 333.49099731445318 0.46500000357627874 -0.8703225553035735 0.14503965526819232 13.949999809265138 94.500000000000014 10.135000228881838 2.9450000524520878 279.50500488281256 0.3102658092975617 10.650000095367433 1010.1499938964845 1 0.49787774682044988 0.6305159628391267 3.304999947547913 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=9 2 3 -2 5 6 7 -4 -7 22 11 12 29 -14 16 -15 23 25 19 -18 26 24 -1 -12 -22 -16 27 28 -21 -11 right_child=1 -3 4 -5 -6 8 -8 -9 -10 10 14 -13 13 15 17 -17 18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.925326982480134e-05 0.013409172494293166 -0.00017750628665192197 -0.0016880859771574086 0.00059235536549491626 -0.0012499599716610228 0.0033263703114291853 -0.0047691375742952872 0.0089169129318753745 -0.010028363128196816 0.0022565126910786613 0.0023619545412184198 0.0026864894391158615 -0.012986342623427681 0.0048857717644883577 -0.0023405432231701937 -0.0014343722293119713 0.00095090854586030974 0.00070457215413670306 -0.00080935879814494373 -0.00039311893964522927 -0.00087678373105118271 0.00036745425725153151 -0.00048940928772545154 0.0003304055275798074 -0.0060367723520581189 0.0059632268510581713 -0.0002749174084285397 3.2373080219069292e-05 0.0036448693819761259 0.00035724300559058055 leaf_weight=881976 102 52632 550 1149 4655 76 1279 152 512 7953 5767 9673 220 698 365 8109 28721 3762 43195 1820 45137 16971 94293 62893 822 1991 16486 6689 5513 21733 leaf_count=881976 102 52632 550 1149 4655 76 1279 152 512 7953 5767 9673 220 698 365 8109 28721 3762 43195 1820 45137 16971 94293 62893 822 1991 16486 6689 5513 21733 internal_value=3.74411e-06 -0.000387308 -0.00169023 0.00163737 -0.00226648 -0.00410842 -0.00286361 0.000608153 -0.00830224 2.26374e-05 0.000200329 0.000839292 0.00037796 -0.00122721 7.15415e-05 -0.000933468 1.50035e-05 0.00223424 -0.000186815 3.33147e-05 -0.000248736 -0.000608637 -2.98759e-05 0.000501043 -0.000969073 0.00467678 0.000493647 0.00139647 0.00264267 0.000866065 internal_weight=1.32589e+06 61107 8475 1251 7224 2569 1981 702 588 1.26479e+06 288518 48386 38713 9027 240132 8807 234014 6118 165354 122159 93438 62930 976269 68660 45959 2356 30508 14022 7333 29686 internal_count=1325894 61107 8475 1251 7224 2569 1981 702 588 1264787 288518 48386 38713 9027 240132 8807 234014 6118 165354 122159 93438 62930 976269 68660 45959 2356 30508 14022 7333 29686 cat_boundaries=0 1 2 cat_threshold=3088 4357 is_linear=0 shrinkage=0.05 Tree=210 num_leaves=31 num_cat=3 split_feature=108 0 39 0 8 105 13 136 136 93 1 53 130 53 85 2 77 92 0 126 124 99 20 136 84 78 70 84 108 54 split_gain=4.16898 6.27347 5.35374 9.83454 4.90827 22.4185 15.7008 11.9405 9.08021 10.241 24.1351 24.1278 10.3879 9.94113 8.88354 7.76648 10.4051 8.2821 7.65923 12.7778 7.63041 12.5773 12.1479 10.2554 7.62966 7.12181 7.11163 7.00471 7.45301 6.93246 threshold=-0.97278258204460133 175.50000000000003 11.250000000000002 67.500000000000014 9.8499999046325701 -0.88607698678970326 2.2749999761581425 0 1 -0.30337931215763086 1.0000000180025095e-35 4.055000066757203 134.50000000000003 1.2150000333786013 0.88548144698143016 249.50000000000003 27.935000419616703 -0.18998239934444425 194.50000000000003 -0.061046212911605828 0.2503704726696015 -0.34136015176773066 5.3150000572204599 2 0.85575872659683239 6.3750000000000009 280.23083496093756 0.8604031801223756 -0.88447460532188404 0.54500001668930065 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 2 3 -1 15 6 7 -6 9 10 12 13 -7 -12 -14 16 20 -18 -9 -20 -2 22 -22 -24 -13 -23 -16 28 -15 -10 right_child=4 -3 -4 -5 5 8 -8 18 29 -11 11 24 14 27 26 -17 17 -19 19 -21 21 25 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030428143404424193 -3.2875383987266537e-05 0.0014313990110732552 -0.0010191569920468594 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-0.00438392 1.86405e-05 0.000197896 0.00161012 0.00287178 6.37852e-05 0.000470137 0.001807 0.00269139 -0.00370392 0.00471037 -0.000973985 -3.34255e-05 0.000116435 0.00192638 0.00469205 0.00579863 8.5705e-05 0.000435517 0.00100376 0.00084438 -0.000109156 -3.97621e-05 0.0101587 0.00356268 0.00617207 -0.000142908 internal_weight=1.32566e+06 10915 8727 1410 1.31475e+06 295925 25665 12576 270260 91115 12380 10668 1712 6199 1148 1.01882e+06 467683 7808 5244 3943 459875 116424 53026 50774 4469 63398 155 4666 1658 179145 internal_count=1325664 10915 8727 1410 1314749 295925 25665 12576 270260 91115 12380 10668 1712 6199 1148 1018824 467683 7808 5244 3943 459875 116424 53026 50774 4469 63398 155 4666 1658 179145 cat_boundaries=0 1 2 3 cat_threshold=6212 1330 1792 is_linear=0 shrinkage=0.05 Tree=211 num_leaves=31 num_cat=2 split_feature=108 0 109 136 61 0 136 65 122 83 55 23 72 132 15 104 38 95 4 39 98 32 4 41 65 52 35 118 79 67 split_gain=3.76252 5.66181 4.87515 11.127 22.7685 13.3978 11.7474 10.7231 9.70999 11.8584 11.4432 9.79429 9.77294 9.6236 8.92428 8.79606 8.38039 8.11678 7.79388 7.71667 7.62736 7.36239 6.55261 6.50721 6.45092 7.22543 6.10807 6.85582 6.52008 6.09281 threshold=-0.97278258204460133 175.50000000000003 0.14084614068269732 0 0.38659739494323736 179.50000000000003 1 2.9850000143051152 -0.89490029215812672 255.32298278808597 0.14500000327825549 4.5750000476837167 0.62962856888771068 1019.5499877929689 1.1649999618530276 -0.54946613311767567 10.550000190734865 0.49588346481323248 9.1500000953674334 14.250000000000002 -0.86085081100463856 14.650000095367433 3.9500000476837163 7.3500001430511483 1.0850000381469729 3.4450000524520878 14.650000095367433 0.26722820103168493 1.4550000429153445 38.555000305175788 decision_type=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 2 left_child=1 -1 3 8 15 7 19 13 11 16 12 14 -11 -6 -2 22 -10 18 -13 -7 -21 -14 -5 -18 -17 -26 27 -9 -28 -4 right_child=2 -3 29 4 5 6 -8 26 9 10 -12 17 21 -15 -16 24 23 -19 -20 20 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=-0.0014846542856766154 0.00099341374999897228 0.001359829046503454 2.4979483617051895e-06 0.0027740640053318761 0.0023225473084113719 0.0017429826389299887 0.0005526293977244763 -0.0001035928434585067 0.0012473739734421212 0.005821945176134392 0.00049805843407816003 -0.0010103770623854013 0.0039566504455973471 0.025142960888432698 0.0096492569172037575 0.011914555822455592 -0.0013738525029025821 -0.0039126080990784474 0.0029693307046492297 0.0063193666249379346 0.00030783001903253145 -0.0017110037222390928 0.0065464282616259821 0.00052478562599596269 -0.002973981868528383 0.0037610619498824149 -0.0036778457710995444 -0.0019023410221677005 0.0016202490841245292 -0.00061877972652096 leaf_weight=8727 2398 2188 1100765 2169 2710 5749 17504 11360 5454 1944 45801 24603 1100 47 340 118 18793 2297 1295 2232 691 1196 2453 5939 963 679 664 9926 4629 40930 leaf_count=8727 2398 2188 1100765 2169 2710 5749 17504 11360 5454 1944 45801 24603 1100 47 340 118 18793 2297 1295 2232 691 1196 2453 5939 963 679 664 9926 4629 40930 internal_value=1.0035e-05 -0.000914455 1.77101e-05 0.000265012 0.000802245 0.000477214 0.00129954 -0.000256531 -3.41897e-05 0.000255979 0.000728111 -0.000786776 0.00321316 0.00271158 0.00206828 0.00363069 -0.000526699 -0.00106403 -0.000811376 0.00280326 0.00489823 0.00100434 0.00477614 -0.000917924 0.000622576 -0.000188906 -0.000564408 -0.000942378 0.00095561 -1.9775e-05 internal_weight=1.32566e+06 10915 1.31475e+06 173054 61894 55512 26176 29336 111160 80227 50041 30933 4240 2757 2738 6382 30186 28195 25898 8672 2923 2296 4622 24732 1760 1642 26579 21286 5293 1.1417e+06 internal_count=1325664 10915 1314749 173054 61894 55512 26176 29336 111160 80227 50041 30933 4240 2757 2738 6382 30186 28195 25898 8672 2923 2296 4622 24732 1760 1642 26579 21286 5293 1141695 cat_boundaries=0 1 2 cat_threshold=2224 1792 is_linear=0 shrinkage=0.05 Tree=212 num_leaves=31 num_cat=0 split_feature=39 33 57 37 107 27 94 8 81 53 78 65 92 85 3 100 34 7 63 22 135 11 93 56 30 81 75 28 75 33 split_gain=3.6937 5.70085 5.5142 7.44357 4.25003 4.73813 4.52216 4.11248 10.2652 9.79007 7.85342 7.94883 7.84478 7.7994 6.83068 6.10571 6.08397 5.76676 5.86217 5.55237 5.49411 5.63703 5.4989 5.11794 5.84529 5.41582 5.11097 5.00365 4.92161 4.87689 threshold=8.8499999046325701 8.3499999046325701 299.57781982421881 6.9500000476837167 -0.8608928620815276 305.50000000000006 0.77524054050445568 14.150000095367433 215.012321472168 1.0850000381469729 9.7750000953674334 3.3349999189376835 -0.087350349873304353 0.87470245361328136 8.5000000000000018 -0.85307538509368885 16.150000572204593 13.750000000000002 0.34704582393169409 5.7049999237060556 1017.0499877929689 5.0499999523162851 0.067276243120431914 283.21971130371099 1013.5499877929689 312.19282531738287 0.47277003526687628 1020.1499938964845 0.812036693096161 15.949999809265138 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 -1 -3 -4 -5 6 -6 -2 13 12 -11 14 15 -9 -12 -10 -17 18 20 -19 21 -14 -23 24 -13 -26 -24 -15 -28 -16 right_child=7 2 3 4 5 -7 -8 8 9 10 11 23 17 27 29 16 -18 19 -20 -21 -22 22 26 -25 25 -27 28 -29 -30 -31 leaf_value=0.00057240304742487639 -3.296971124016691e-06 -0.001052711291468526 -0.026727771265683948 0.0042978520165585605 -0.0086241674071409567 -0.0032424751246323395 -0.029383260673300056 -3.4355928890062004e-06 -0.019405198461659577 0.0034044466107632804 -0.0088705100584329979 6.6817882020153672e-05 -0.0097943984635791136 -0.0050777896012609743 -0.002072032190498437 0.0059487907991529511 0.023698144671507181 0.01337017795808303 0.0031641311276595606 0.0027866784671684453 -0.02198116925635165 0.0047196796488127007 -0.0092329230664190669 0.00013418449129744107 0.0013023514879810061 0.0049937697194985401 0.0021919463070129408 0.010013184705267436 -0.0076316078677491255 0.0064457449663971227 leaf_weight=4885 1239307 7735 37 138 209 832 30 41584 23 2390 347 2783 154 1037 1741 1403 50 195 1596 340 31 465 191 13206 2095 1890 561 58 165 186 leaf_count=4885 1239307 7735 37 138 209 832 30 41584 23 2390 347 2783 154 1037 1741 1403 50 195 1596 340 31 465 191 13206 2095 1890 561 58 165 186 internal_value=9.53346e-06 -0.000802253 -0.00154996 -0.00463685 -0.00396078 -0.00502492 -0.0112299 1.81142e-05 0.00038416 0.00109607 0.000680847 0.000388263 0.00307329 -0.000113118 -0.00241274 0.00615497 0.00655957 0.00184329 0.00103125 0.00664422 -0.00114111 -0.000720513 0.000290615 0.000707152 0.00182515 0.00305311 -0.00195531 -0.00427845 -4.06796e-05 -0.00124987 internal_weight=1.32566e+06 13866 8981 1246 1209 1071 239 1.3118e+06 72491 29812 24638 22248 5174 42679 2274 1476 1453 3698 3163 535 1567 1536 1382 19974 6768 3985 917 1095 726 1927 internal_count=1325664 13866 8981 1246 1209 1071 239 1311798 72491 29812 24638 22248 5174 42679 2274 1476 1453 3698 3163 535 1567 1536 1382 19974 6768 3985 917 1095 726 1927 is_linear=0 shrinkage=0.05 Tree=213 num_leaves=31 num_cat=2 split_feature=12 14 86 64 136 14 68 12 12 68 64 93 53 10 33 120 83 106 23 60 15 30 12 88 92 77 136 100 52 33 split_gain=3.87998 16.1354 14.2496 13.0673 9.13601 6.93525 11.3751 7.86794 7.1573 14.0104 12.8286 7.9949 15.433 11.7679 14.6439 13.0536 9.5701 7.47986 6.79653 6.75472 6.63193 8.46829 7.65063 6.57933 6.96816 6.43943 8.4564 16.9362 14.0748 7.9166 threshold=1.5950000286102297 1.4049999713897707 0.66367968916893016 10.184999942779543 0 1.8149999976158144 282.59376525878912 2.0049999952316289 2.2350000143051152 297.46185302734381 23.545000076293949 -0.015559659805148838 0.80500000715255748 0.35000000894069677 12.449999809265138 -0.87878364324569691 331.23062133789068 -0.62931299209594715 8.4949998855590838 0.54554277658462536 2.2949999570846562 1013.6499938964845 2.9850000143051152 -0.97867393493652333 0.90489697456359874 7.5450000762939462 1 0.26690152287483221 2.0349999666213994 14.150000095367433 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=3 2 -2 25 -4 6 -3 -8 9 -7 23 12 16 14 17 -15 -10 18 -14 -9 21 -17 -22 -11 -25 26 27 28 -1 -28 right_child=1 5 4 -5 -6 8 7 19 11 10 -12 -13 13 15 -16 20 -18 -19 -20 -21 22 -23 -24 24 -26 -27 29 -29 -30 -31 leaf_value=-0.0036520444446539349 -1.5461942241097524e-05 3.1780198005058087e-05 0.0011266609334703115 -0.0017939151198552421 0.0042623709586654479 -9.9140007156148862e-06 0.00068961424540157044 0.0034698519395779657 0.0028547789201554506 -0.0021510209516971504 -0.0037587872482643344 1.9092137102811939e-05 0.025233665031495774 0.0038605223753210871 0.0025127630156080378 -0.00039626173110312657 0.010466667323615363 0.0037769819631726952 -0.0058459840621799229 0.00065249929916762445 -0.0010507782244258822 0.0021908685513177201 0.0006712775120310138 -0.00039672234380564721 -0.0037055231781969108 -0.00060927730581721972 0.0002866615855929299 -8.6781346406395479e-05 -0.0003132077230844425 -0.00013469801915190772 leaf_weight=7189 7566 84658 4156 11047 5328 155208 37846 5325 3074 7047 3728 358762 146 2380 2054 5895 477 93 20 3543 16823 6825 10460 45372 1649 48123 213000 38373 5627 233870 leaf_count=7189 7566 84658 4156 11047 5328 155208 37846 5325 3074 7047 3728 358762 146 2380 2054 5895 477 93 20 3543 16823 6825 10460 45372 1649 48123 213000 38373 5627 233870 internal_value=9.05678e-06 8.18987e-05 0.00160289 -9.13943e-05 0.00289395 4.73853e-05 0.000377389 0.00100372 -2.25378e-05 -0.000257367 -0.000921889 0.000100358 0.000704644 0.000452585 0.0039255 0.000263055 0.00387727 0.0151292 0.0214891 0.00234425 4.90222e-05 0.00099188 -0.000390561 -0.000726284 -0.00051276 -5.69594e-05 -3.59382e-06 -0.000612259 -0.00218609 6.6141e-05 internal_weight=1.32566e+06 768435 17050 557229 9484 751385 131372 46714 620013 213004 57796 407009 48247 44696 2313 42383 3551 259 166 8868 40003 12720 27283 54068 47021 546182 498059 51189 12816 446870 internal_count=1325664 768435 17050 557229 9484 751385 131372 46714 620013 213004 57796 407009 48247 44696 2313 42383 3551 259 166 8868 40003 12720 27283 54068 47021 546182 498059 51189 12816 446870 cat_boundaries=0 1 2 cat_threshold=2209 144 is_linear=0 shrinkage=0.05 Tree=214 num_leaves=31 num_cat=1 split_feature=54 52 56 56 60 76 9 54 55 52 23 136 84 54 77 54 39 54 98 52 42 27 11 28 93 62 12 52 25 55 split_gain=3.66713 15.2855 14.2836 13.9523 18.2071 14.9766 15.1306 10.123 9.933 15.7547 9.35037 9.20829 8.91329 8.76017 8.33605 8.14074 11.4123 7.85091 10.6275 9.43676 7.74265 7.71759 7.6697 7.38928 8.14048 10.079 7.96724 7.32357 8.67818 7.32148 threshold=8.1250000000000018 4.5050001144409189 196.31042480468753 257.40187072753912 0.33916355669498449 13.744999885559084 0.65000000596046459 0.54500001668930065 2.9850000143051152 1.4149999618530276 6.1649999618530282 0 0.86850836873054515 1.8750000000000002 1.4750000238418581 1.544999957084656 11.84999990463257 5.1549999713897714 -0.61280810832977284 8.6350002288818377 8.2500000000000018 325.50000000000006 14.550000190734865 1025.2500000000002 -0.033235529437661164 0.4640659242868424 2.3449999094009404 3.1950000524520878 293.50000000000006 0.064999999478459372 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 7 -1 10 12 9 21 29 27 -5 20 -13 16 -8 18 -4 -19 -11 -6 -14 24 26 -26 -9 28 -10 -7 right_child=-2 2 17 4 8 6 15 23 11 13 -12 14 22 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=1.0128548141550412e-06 -0.00016122944761322921 -0.00072813124413477807 0.0017101325697593634 0.0015206757728448408 -0.00085875356866820885 -0.0069418263679835949 0.00020127338077710795 -0.0017724814281996439 -0.00076220078065802324 0.0027190775596549963 0.00026796697716364109 -0.0041439796930517773 -0.0028020318867129392 0.0003961816588999286 -1.8267533996693831e-05 7.8501713243559401e-05 0.0024681143127053759 -6.5577092471683196e-05 -0.0002218666124563775 0.0014290410380304755 -0.0025299331800952875 0.0019783671705695684 0.0043827963835085517 0.0035956440774900494 -0.003634988373915367 0.00038887485619457926 0.0014738917808534244 -0.00065015643201227138 -0.0054676098602769443 0.0072366079814193476 leaf_weight=796887 256373 16970 35872 4569 22346 96 10665 12065 1549 9603 887 1312 2900 13309 18325 26000 11582 33230 8880 15481 758 2685 426 588 10275 1834 2241 3523 2667 1766 leaf_count=796887 256373 16970 35872 4569 22346 96 10665 12065 1549 9603 887 1312 2900 13309 18325 26000 11582 33230 8880 15481 758 2685 426 588 10275 1834 2241 3523 2667 1766 internal_value=8.60598e-06 4.93257e-05 0.000606369 -1.48298e-05 -0.000542025 5.41721e-05 0.000884862 -0.00148762 -0.000108263 0.000320088 0.00449295 -0.000870285 8.7289e-05 0.00124488 -0.000293768 0.000679282 0.00138141 0.000848673 0.00132677 0.000409432 0.00233507 -0.000554424 -0.00188179 -0.00194808 -0.00207149 -0.00302554 -0.00126394 -0.00232975 -0.0037388 0.0065056 internal_weight=1.32566e+06 1.06929e+06 110433 958858 110975 847883 50996 34898 76077 48701 2749 27376 7895 23670 19637 48247 22247 93463 44752 48711 10361 25031 3326 27003 26415 12109 14306 7739 4216 1862 internal_count=1325664 1069291 110433 958858 110975 847883 50996 34898 76077 48701 2749 27376 7895 23670 19637 48247 22247 93463 44752 48711 10361 25031 3326 27003 26415 12109 14306 7739 4216 1862 cat_boundaries=0 1 cat_threshold=4676 is_linear=0 shrinkage=0.05 Tree=215 num_leaves=31 num_cat=0 split_feature=99 55 63 18 12 70 93 61 79 31 97 79 52 56 60 76 5 56 54 66 54 55 52 7 55 91 90 100 93 42 split_gain=4.07115 3.92013 8.40392 8.55673 12.7589 8.97861 10.4787 7.26375 6.10884 6.09808 5.94893 5.94165 5.3629 14.234 16.0983 13.2904 16.0889 11.1567 13.6329 12.4496 10.9913 10.8979 15.353 10.3159 9.05265 9.54136 8.97209 8.65063 8.19459 7.58151 threshold=1.0000000180025095e-35 13.934999942779543 0.74672701954841625 14.039999961853029 2.4750000238418584 289.94917297363287 0.13165795058012011 0.59060361981391918 49.850000381469734 1008.0499877929689 -0.81876614689826954 0.91500002145767223 4.1949999332427987 257.40187072753912 0.33677002787590032 14.305000305175783 0.15000000223517421 197.83196258544925 4.5950000286102304 0.78499999642372142 1.544999957084656 1.794999957084656 1.4149999618530276 3.4500000476837163 1.075000047683716 -0.57264122366905201 -0.58349326252937306 0.84061530232429515 0.65060421824455272 8.0500001907348651 decision_type=2 2 2 2 2 2 2 2 2 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 9 11 10 12 -3 -8 -7 13 15 24 -1 28 -14 19 -19 23 22 -16 -18 -15 -26 -23 -27 -17 -24 right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 -12 -13 17 14 21 16 20 18 -20 -21 -22 26 29 -25 25 27 -28 -29 -30 -31 leaf_value=-4.0743286135885511e-06 -0.0012151005972945092 -0.0082971166951542122 9.648586719620449e-05 5.1573067849793752e-05 -0.00027043667219330117 -0.021409947473417831 -0.0015021740578823435 -0.00080301001253332187 0.0017363035277377992 -0.00050748167927208753 -0.0056800268282018477 -0.0047036426678179564 -0.00067240808728765951 -0.00048285477335649138 -0.00028245477683274328 0.0061745808913246762 -0.0015371958816539008 -0.0012732151008833905 0.00017493435902033236 0.0015941615071208245 -0.00011153667067919126 -0.00046414368525126776 0.0023266172866716244 0.0019192386222859474 -0.001484571714488694 -0.0045645322995162786 -0.0029290606359649992 0.0023002539390449112 -0.0013736130727787788 -0.0027603769393597195 leaf_weight=790704 6955 258 97710 32224 28022 54 1637 6178 5235 9597 1777 3691 27249 13132 21429 2008 2458 4279 127947 32825 22331 33431 10749 17728 13954 5029 4150 505 438 786 leaf_count=790704 6955 258 97710 32224 28022 54 1637 6178 5235 9597 1777 3691 27249 13132 21429 2008 2458 4279 127947 32825 22331 33431 10749 17728 13954 5029 4150 505 438 786 internal_value=-8.57488e-06 -2.20578e-06 -0.000218221 -0.000586759 -0.000988399 -0.00185589 -0.00270156 -0.00182584 3.22292e-05 -0.000711411 -0.00367676 -0.00494453 2.43426e-05 -2.49304e-05 -0.000579033 4.34748e-05 0.000879657 0.000264899 0.000419644 0.00126348 0.0006528 -0.000154312 0.000509235 0.00149836 -0.00149755 -0.0021813 -0.00073634 -0.00393809 0.00482294 0.00197999 internal_weight=1.32447e+06 1.31752e+06 181148 83438 51214 23192 13337 9592 1.13637e+06 9855 3414 3745 1.13113e+06 938832 103165 835667 44963 192300 165051 37104 42517 70545 32964 20186 32620 19488 37581 5534 2446 11535 internal_count=1324470 1317515 181148 83438 51214 23192 13337 9592 1136367 9855 3414 3745 1131132 938832 103165 835667 44963 192300 165051 37104 42517 70545 32964 20186 32620 19488 37581 5534 2446 11535 is_linear=0 shrinkage=0.05 Tree=216 num_leaves=31 num_cat=1 split_feature=89 53 92 52 93 4 54 136 14 35 108 76 9 8 75 30 6 67 53 59 35 78 120 96 6 97 64 124 94 63 split_gain=4.11055 6.91967 7.82632 8.38825 6.84739 6.55015 6.32866 8.02315 8.95996 6.68629 6.19464 5.98934 5.9291 6.49 5.90018 6.82923 6.53156 5.76781 5.63197 5.45879 5.7862 6.68564 5.13004 5.2274 4.99773 4.96194 4.94192 5.3353 4.90476 5.079 threshold=1.0000000180025095e-35 0.80500000715255748 -0.25851632654666895 4.9649999141693124 0.5143512785434724 8.0500001907348651 1.9550000429153445 0 2.185000061988831 14.650000095367433 0.76679417490959179 10.00500011444092 7.3500001430511483 8.6500000953674334 0.41058763861656195 1019.4500122070314 4.1499998569488534 2.245000004768372 3.8850001096725468 215.11309051513675 15.84999990463257 14.22499990463257 -0.87878364324569691 -0.8921399414539336 3.2500000000000004 -0.99940231442451466 6.2349998950958261 0.99353402853012096 0.1184050887823105 0.31251016259193426 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 -3 5 11 18 -7 -8 9 17 -11 12 13 14 15 22 -17 -9 28 20 -13 -22 -2 -24 -25 -16 27 -21 -4 -30 right_child=1 2 3 -5 -6 6 7 8 -10 10 -12 19 -14 -15 25 16 -18 -19 -20 26 21 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=7.8299179249789528e-06 0.012913570970237051 -0.00044239004746574989 -0.0023144859328956516 0.0022157921486736071 -0.0018134768209138623 0.0018798308337933561 0.0019819128870964052 -0.015273001430665746 -0.013857043940003333 -0.0012356612738221885 0.032108887986172563 0.0050953322206949338 -0.0039410556241038664 0.018117877495075978 0.0095139656327346452 -0.013992256374054013 0.011221095693071148 0.0015025969815815894 -0.009713153535636794 -0.0013292527829202724 0.00722504310285521 0.038290274856162487 0.0090994371528477346 0.0053913317891720949 -0.0095551631637607465 -0.001091144999546262 0.005668085444402963 0.014146239447833622 -0.010456634710016548 -0.0031882385329822685 leaf_weight=1282288 218 27670 2166 858 1896 1046 365 85 284 30 26 1073 676 56 117 84 37 129 434 994 43 29 215 116 108 1925 478 59 453 512 leaf_count=1282288 218 27670 2166 858 1896 1046 365 85 284 30 26 1073 676 56 117 84 37 129 434 994 43 29 215 116 108 1925 478 59 453 512 internal_value=-8.14614e-06 -0.000493801 -0.000806571 -0.00238404 0.000817413 -0.00309772 -0.000779893 -0.00380717 -0.00752129 -0.00113559 0.0142457 0.00161834 0.000272504 0.0012629 0.000928186 0.00463343 -0.00628239 -0.00516061 -0.00437529 0.00340474 0.00601606 0.0197374 0.0066438 0.00353033 -0.00181501 -0.000483506 0.00145179 -0.000462155 -0.00363539 -0.00660024 internal_weight=1.32447e+06 42182 34058 6388 8124 5530 1965 919 554 270 56 6228 3552 2876 2820 778 121 214 3565 2676 1145 72 657 439 224 2042 1531 1053 3131 965 internal_count=1324470 42182 34058 6388 8124 5530 1965 919 554 270 56 6228 3552 2876 2820 778 121 214 3565 2676 1145 72 657 439 224 2042 1531 1053 3131 965 cat_boundaries=0 1 cat_threshold=1553 is_linear=0 shrinkage=0.05 Tree=217 num_leaves=31 num_cat=1 split_feature=28 85 60 74 136 55 64 23 1 56 33 36 53 104 101 12 15 62 20 97 33 112 36 56 15 64 75 30 120 17 split_gain=3.77673 5.93249 12.0311 5.70806 5.50052 4.73697 6.28102 13.1763 8.77898 7.95864 7.73005 8.37008 7.81042 6.98849 8.99594 6.61867 7.60365 12.1487 7.39755 6.8487 6.26923 6.59397 6.08653 5.97618 6.15978 5.80888 5.80434 6.39752 5.72937 5.92578 threshold=1025.9500122070315 0.67822885513305675 0.38495011627674108 0.7754880189895631 0 22.384999275207523 15.925000190734865 6.3650000095367441 96.500000000000014 339.60906982421881 10.949999809265138 11.750000000000002 7.6349999904632577 -0.81457325816154469 -0.25505262613296503 1.9650000333786013 2.2350000143051152 0.50307491421699535 6.3350000381469735 -0.93106037378311146 11.449999809265138 -0.89490029215812672 18.849999427795414 243.47608947753909 1.435000002384186 18.505000114440922 0.91699859499931347 1013.9500122070314 -0.80382624268531788 13.344999790191652 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=5 -2 3 -3 -4 6 9 10 20 -1 -8 -12 13 14 -13 19 17 -17 -18 -10 21 -9 -22 24 25 -16 -20 -28 -7 -30 right_child=1 2 4 -5 -6 28 7 8 15 -11 11 12 -14 -15 23 16 18 -19 26 -21 22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-1.9326608442224634e-05 -9.9276421110342793e-05 0.007048570227824142 0.0019386645658913374 0.0010350380374725156 -7.636898282301313e-05 0.0006136092306729523 0.0031188121563557199 0.00012459859101007187 0.00052850601520536267 -0.0024068416114457381 -0.0011946672175879051 0.030680234360453841 -2.2693818513447512e-05 0.0016330624179872926 0.0062310055596753958 0.0029692356664375256 -0.0029265430946002887 -3.5490583570841045e-05 8.2530594299094838e-06 -0.0027204245708803707 0.00035448380459413822 0.0038267185564103308 0.0080012128123890542 0.003248785234674212 0.007810897146735836 0.041512149998119904 -0.00461326665053703 -0.00019463946731767672 -0.00089980490178802677 -0.00013683093728024111 leaf_weight=1062332 18520 1204 5624 587 8497 14417 5536 1870 2467 3502 3532 34 4442 4674 20 5029 2605 10161 36112 4736 14459 3371 265 1504 383 28 1487 1824 43092 62156 leaf_count=1062332 18520 1204 5624 587 8497 14417 5536 1870 2467 3502 3532 34 4442 4674 20 5029 2605 10161 36112 4736 14459 3371 265 1504 383 28 1487 1824 43092 62156 internal_value=-7.73809e-06 0.000509067 0.00121712 0.00507764 0.000727481 -2.1532e-05 9.1046e-06 0.000378957 0.000104634 -2.71712e-05 0.00152762 0.000924978 0.00160036 0.00268565 0.00518427 -0.000179274 5.43643e-07 0.000959293 -0.000345973 -0.00160768 0.00102072 0.00250579 0.000492108 0.00473628 0.00992699 0.0268117 -0.000175454 -0.00217908 -0.00032117 -0.000449218 internal_weight=1.32447e+06 34432 15912 1791 14121 1.29004e+06 1.17037e+06 104539 84386 1.06583e+06 20153 14617 11085 6643 1969 64421 57218 15190 42028 7203 19965 5241 14724 1935 431 48 39423 3311 119665 105248 internal_count=1324470 34432 15912 1791 14121 1290038 1170373 104539 84386 1065834 20153 14617 11085 6643 1969 64421 57218 15190 42028 7203 19965 5241 14724 1935 431 48 39423 3311 119665 105248 cat_boundaries=0 1 cat_threshold=5936 is_linear=0 shrinkage=0.05 Tree=218 num_leaves=31 num_cat=2 split_feature=89 94 53 76 32 2 53 98 120 53 97 4 19 30 23 62 105 124 60 8 88 91 136 125 120 136 30 73 39 31 split_gain=3.72601 6.71138 8.70781 6.88236 7.07553 6.2891 5.62412 5.68199 5.34364 5.64997 5.73531 5.25059 5.22834 5.59231 5.20589 5.10935 5.10049 5.05907 4.97281 5.54506 4.94787 4.85885 4.76767 5.06788 4.83873 8.44614 7.06098 5.5401 5.94783 5.18466 threshold=1.0000000180025095e-35 0.12705381959676745 3.5649999380111699 10.914999961853029 15.34999990463257 356.50000000000006 0.034999999217689044 -0.99737629294395436 -0.79332312941551197 0.91500002145767223 -0.9382825195789336 14.550000190734865 6.9049999713897714 1008.7500000000001 5.4449999332427987 0.36315903067588812 -0.80664250254631031 0.99901017546653759 0.31751067936420446 11.949999809265138 -0.98549938201904286 0.12193028628826143 0 0.85260769724845897 -0.52247866988182057 1 1015.9500122070314 0.48397180438041693 12.050000190734865 1025.549987792969 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 left_child=-1 2 3 22 12 6 21 20 -6 -10 -11 18 13 -5 -12 -16 -15 -14 19 -4 -8 -3 23 -2 25 26 -24 -28 -29 -26 right_child=1 5 11 4 8 -7 7 -9 9 10 14 -13 17 16 15 -17 -18 -19 -20 -21 -22 -23 24 -25 29 -27 27 28 -30 -31 leaf_value=7.8599533356142496e-06 -0.0056529324653754849 0.0087390690416057591 -0.0048559937431846036 -0.0080112133962795783 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-0.00131163 0.00102585 0.00376811 0.00841473 0.00493337 0.00461529 0.000365948 -0.00136662 -0.00378541 -0.0094673 0.00595738 -0.000253026 -0.00427484 -5.90401e-05 0.000907258 0.00532666 0.0119624 0.016011 -0.00091702 internal_weight=1.32447e+06 42182 34838 23411 8127 7344 7150 6939 904 748 628 11427 7223 1401 464 324 1307 5822 11397 1791 268 211 15284 693 14591 6862 924 283 212 7729 internal_count=1324470 42182 34838 23411 8127 7344 7150 6939 904 748 628 11427 7223 1401 464 324 1307 5822 11397 1791 268 211 15284 693 14591 6862 924 283 212 7729 cat_boundaries=0 1 2 cat_threshold=4100 1280 is_linear=0 shrinkage=0.05 Tree=219 num_leaves=31 num_cat=1 split_feature=99 93 61 92 60 53 92 52 94 75 111 60 18 93 63 53 121 15 94 53 94 64 126 8 136 13 125 60 92 68 split_gain=3.60397 3.87085 17.0347 10.9634 15.3168 12.1936 9.58241 12.6994 8.17334 7.67668 7.66534 7.53457 8.73226 7.00665 8.62295 6.98546 6.95133 6.79051 6.83219 6.98984 6.72332 6.59347 7.26534 6.54166 6.48883 6.37316 6.20628 6.17098 5.80187 5.69532 threshold=1.0000000180025095e-35 -0.58834281563758839 0.28358444571495062 -0.25851632654666895 0.45038852095603948 0.69499999284744274 -0.82903259992599476 0.95499998331069957 0.56229409575462352 0.58631557226181041 -0.21761433780193326 0.6782917082309724 15.405000209808351 -0.78664433956146229 0.66503152251243602 0.38499999046325689 -0.58068084716796864 3.0949999094009404 0.6900547742843629 7.3750000000000009 -0.40899443626403803 3.435000061988831 -0.95878320932388295 16.44999980926514 0 3.685000061988831 0.93038213253021251 0.29619006812572485 -0.798629730939865 302.87255859375006 decision_type=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 15 11 5 9 7 20 25 -5 -7 12 23 14 17 21 28 18 -12 -20 -3 -1 -23 26 29 27 -4 -9 -14 -25 right_child=-2 6 3 4 -6 10 -8 8 -10 -11 13 -13 16 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0026101993281252432 -0.0011421735035374394 0.002547310632968789 0.00034256211590176424 0.0040039167735229884 0.0021618916649920519 0.0018059947282820094 -1.4445751594663844e-05 0.0003201782791115839 -0.0047155753032050354 -0.00099684479909770921 -0.0033302368071079468 -0.00071309508952430254 -0.00093049048098389818 -0.00097899725272128303 0.0050455339066061292 0.0011552272733319493 0.00029268327294020621 0.006585584921901178 -0.0068182751021791362 -0.024173805371872963 -0.00066168438003204192 -0.014049541408365424 0.010141363736086836 -0.0019585512874738327 0.010874379042050956 0.013177304637716398 0.0017797729492231987 -0.0018481582109003269 -0.0038158864681933215 0.021014004511137805 leaf_weight=2221 6955 3260 110018 1410 3214 1128 1090186 4306 1903 1684 7843 20482 6194 5027 299 20438 8183 161 733 63 3269 33 522 268 290 76 8062 13788 2424 30 leaf_count=2221 6955 3260 110018 1410 3214 1128 1090186 4306 1903 1684 7843 20482 6194 5027 299 20438 8183 161 733 63 3269 33 522 268 290 76 8062 13788 2424 30 internal_value=-6.98287e-06 -9.90342e-07 0.000201162 3.45925e-05 -0.00102217 -0.00157992 -3.73243e-05 -0.000974919 -0.00159797 0.00128211 -0.00216043 0.000180702 0.000315838 -0.00247716 -0.00330486 0.00147488 -0.000751035 -0.00358858 -0.00377819 -0.00819189 0.000940601 0.00382832 0.00870299 0.000466886 0.00572762 -0.00127145 0.000440689 -0.00133214 -0.00174207 0.000342625 internal_weight=1.32447e+06 1.31752e+06 200727 177513 21562 18348 1.11679e+06 26602 20073 3094 15254 155951 135469 14126 9099 23214 16801 8800 8639 796 6529 2776 555 118668 588 18170 118080 18094 8618 298 internal_count=1324470 1317515 200727 177513 21562 18348 1116788 26602 20073 3094 15254 155951 135469 14126 9099 23214 16801 8800 8639 796 6529 2776 555 118668 588 18170 118080 18094 8618 298 cat_boundaries=0 1 cat_threshold=4754 is_linear=0 shrinkage=0.05 Tree=220 num_leaves=31 num_cat=1 split_feature=125 94 11 68 110 56 12 75 94 8 122 54 136 34 37 11 36 83 94 54 115 21 88 55 90 15 55 125 98 54 split_gain=4.19935 8.81278 11.5545 7.62081 9.29693 7.78359 7.72323 8.53423 7.06138 6.51396 7.78326 5.98579 6.61647 5.72501 7.4987 8.01116 6.29955 5.91385 7.07182 5.1794 5.34975 5.39281 5.15617 5.82757 5.02751 5.0187 4.94356 4.78942 5.17912 4.72108 threshold=0.93663650751113903 -0.33292698860168451 10.650000095367433 319.51565551757818 0.42394958436489111 327.75630187988287 3.5149999856948857 0.82918483018875133 0.90003076195716869 4.6499998569488534 0.13052122294902804 0.46500000357627874 0 11.84999990463257 11.050000190734865 6.8500001430511483 12.050000190734865 327.17987060546881 0.79696425795555126 10.494999885559084 -0.77159520983695973 6.6749999523162851 -0.92399349808692921 10.965000152587892 -0.46163947880268091 2.1450001001358037 0.42499999701976782 -0.82409480214118946 -0.99737629294395436 0.38499999046325689 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 9 5 26 -1 7 -6 11 -2 29 27 24 14 15 -9 17 18 -15 20 21 -17 23 -18 -13 -4 -5 -7 -29 -11 right_child=1 -3 25 4 6 8 -8 13 -10 10 -12 12 -14 16 -16 19 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-8.6012268609718343e-06 -8.1322591540831013e-05 9.5225937925197317e-05 0.0075049045113793735 0.012357186438688906 -0.0007227113947924958 0.016439019979443401 0.0012503364378778819 0.00065300895079797687 -0.0068623668511580832 0.0064794929817074192 0.0059923242910540873 0.0005863258579067044 -0.0040124899477108136 -0.0085740879621550876 0.0014730427169930623 0.023800947974351321 -0.0050150089341370503 0.00052901303297403501 -0.025223540624049551 0.0011049988077184746 -0.011981647129107494 -0.012072739908471705 -0.0023555114452456201 -0.017244329177854775 -0.0050778565941642789 0.0024588331273979603 0.0021654407933929093 0.014752459571615834 0.00034092666524326886 0.00095514278234673554 leaf_weight=1143986 9146 127800 943 131 17132 60 3262 507 613 411 1003 2459 2063 331 1488 22 608 128 79 126 428 20 3652 116 466 1032 1297 69 646 6552 leaf_count=1143986 9146 127800 943 131 17132 60 3262 507 613 411 1003 2459 2063 331 1488 22 608 128 79 126 428 20 3652 116 466 1032 1297 69 646 6552 internal_value=-7.21111e-06 0.000244897 0.00124704 -3.86019e-05 -0.000834524 -1.83109e-05 -0.00103593 -0.00133864 -0.00176043 0.000829108 0.0018744 -0.00121775 -0.00185293 -0.00274464 -0.000842835 -0.00396707 -0.00374741 -0.0088531 -0.0117822 -0.00789723 -0.0103106 0.00671824 -0.0031197 -0.0069744 -0.000314993 0.00486817 0.0031004 0.00287032 0.00173169 0.00128122 internal_weight=1.32658e+06 146887 19087 1.17969e+06 29327 1.15036e+06 27899 24637 6376 17112 7966 5763 4988 7505 2591 1103 4914 538 410 596 470 42 4376 724 2925 1975 1428 775 715 6963 internal_count=1326576 146887 19087 1179689 29327 1150362 27899 24637 6376 17112 7966 5763 4988 7505 2591 1103 4914 538 410 596 470 42 4376 724 2925 1975 1428 775 715 6963 cat_boundaries=0 1 cat_threshold=5458 is_linear=0 shrinkage=0.05 Tree=221 num_leaves=31 num_cat=4 split_feature=79 76 83 19 64 109 55 136 136 54 90 61 92 55 124 136 2 38 19 54 78 54 136 0 97 106 66 92 36 60 split_gain=4.04843 13.9696 16.5136 12.5097 11.6358 13.5162 9.60483 10.2752 9.5079 10.0858 8.28737 8.16171 10.7853 8.9268 8.21056 7.95786 7.8467 8.13349 7.81955 7.76149 6.92118 8.67464 12.2931 10.364 7.9445 7.83157 6.8583 7.25305 6.81994 6.74477 threshold=9.6350002288818377 9.8150000572204608 249.93420410156253 6.4600000381469735 3.435000061988831 0.95118892192840587 0.38499999046325689 0 1 2.0749999284744267 -0.70786467194557179 0.49061371386051184 -0.21263441443443296 0.14500000327825549 0.96811076998710643 2 248.50000000000003 8.1500000953674334 7.4149999618530282 0.2650000005960465 3.3750000000000004 0.34499999880790716 3 341.50000000000006 -0.93950000405311573 -0.99870252609252919 1.8650000095367434 0.9953901767730714 7.6499998569488534 0.31751067936420446 decision_type=2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 -1 15 20 5 11 7 -6 9 -4 -7 12 14 -14 -5 -3 -10 28 -8 -9 -2 22 23 -22 25 -24 27 -23 -18 -15 right_child=3 2 8 4 6 10 18 19 16 -11 -12 -13 13 29 -16 -17 17 -19 -20 -21 21 26 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-5.4993869449429216e-06 -0.00421848675594218 -0.0054303301062281059 0.0041536928872717835 -0.00064624336325218767 -0.002158316670775554 -0.00083047790425933076 0.0010839486568606435 0.0053020672219284467 0.0018503691670731974 0.0014472605676724305 -0.0062658561214853541 0.00049782192432886493 0.001526234744178952 -0.0038109580992404519 0.0038330226947842008 -0.0004480391096228451 -0.0062162850175001144 -0.00011439003421106808 -0.00022172182734977281 0.0012159884056347737 -0.003460141451634027 -0.00014609030751839449 0.013371845210065781 0.0080370482902804886 0.010268459792603227 0.0020102368996636217 0.0016088350612716699 -0.0086357818491657381 0.019302518402218995 -0.0013906534116958375 leaf_weight=948718 604 845 4268 20072 1254 1125 12067 1996 8112 17795 1862 10192 1398 6289 1078 12906 36 17848 230671 2782 806 6326 177 259 711 1060 9653 262 96 5308 leaf_count=948718 604 845 4268 20072 1254 1125 12067 1996 8112 17795 1862 10192 1398 6289 1078 12906 36 17848 230671 2782 806 6326 177 259 711 1060 9653 262 96 5308 internal_value=-6.85206e-06 4.19865e-05 0.000769715 -0.00016307 -0.000244547 -0.000963189 -0.000107839 0.00186301 0.0012061 0.00196992 -0.00421872 -0.000743862 -0.00111449 -0.00224817 -0.000417938 -0.000758476 0.00055926 -2.29354e-05 -0.000156814 0.00291683 0.0010518 0.00121713 0.00368114 -0.000657933 0.00602581 0.00363595 0.000760011 -0.000483719 0.0123428 -0.00270317 internal_weight=1.32658e+06 1.01062e+06 61906 315952 296094 47324 248770 6032 48155 22063 2987 44337 34145 12995 21150 13751 26092 17980 242738 4778 19858 19254 3013 1065 1948 1237 16241 6588 132 11597 internal_count=1326576 1010624 61906 315952 296094 47324 248770 6032 48155 22063 2987 44337 34145 12995 21150 13751 26092 17980 242738 4778 19858 19254 3013 1065 1948 1237 16241 6588 132 11597 cat_boundaries=0 1 2 3 4 cat_threshold=2051 1299 16 1712 is_linear=0 shrinkage=0.05 Tree=222 num_leaves=31 num_cat=0 split_feature=125 76 14 11 26 64 0 56 20 38 86 68 110 75 52 14 83 5 7 22 24 116 55 5 40 29 31 42 60 35 split_gain=3.75763 7.01677 6.98551 8.73236 9.72875 9.40697 7.85243 6.9103 8.19666 6.84574 6.62879 6.22824 7.894 6.35307 6.33453 6.20669 6.0821 5.99551 7.50368 5.69367 7.92201 5.48627 5.25496 5.19481 4.93913 6.14287 5.05739 6.10638 6.81817 5.25218 threshold=0.93663650751113903 8.9250001907348651 1.985000014305115 7.8500001430511483 263.50000000000006 0.95499998331069957 345.50000000000006 334.36721801757818 6.4549999237060556 12.449999809265138 0.76518362760543834 319.51565551757818 0.42394958436489111 0.83169427514076244 21.255000114440922 1.1449999809265139 351.30831909179693 13.550000190734865 1.9499999880790713 5.2650001049041757 348.50000000000006 0.9980967938899995 0.42499999701976782 2.3500000238418584 7.2500000000000009 1015.7500000000001 1013.7500000000001 10.34999990463257 0.54009971022605907 11.550000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 -2 3 5 16 10 9 11 -9 19 -3 -1 22 -14 17 -7 -5 18 -15 -6 -21 -12 -13 -8 -4 26 27 28 -26 -29 right_child=1 2 24 4 6 15 23 8 -10 -11 21 12 13 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-1.0008920331448425e-05 1.8797952874277525e-05 0.018953270099258849 0.00062790295054754926 -0.0025409587324355491 0.0050762921822159884 0.013565813459159843 0.024247241189534016 -0.0032640367629763606 0.00070523520435259422 0.0055071296016994268 -0.0050346216782262282 0.012801220696949498 -0.00041712556599589649 0.00025623451159961682 0.00052909211719145012 0.0011531041357808246 -0.025594806799199434 0.0040277704644178167 -0.0039612376472418732 -0.00080484543549820531 -0.021648654396994971 -0.030435617369684306 0.0019643791066256615 0.0067899195219949197 -0.014942479947058019 -0.0034136730189438069 0.0047398003160196824 0.015644958400766233 0.0098031424810843815 -0.00095338671129866273 leaf_weight=1146540 106401 28 28098 270 430 103 44 3508 2067 1160 630 123 17571 1325 1841 4527 32 309 5169 906 48 22 1236 1353 136 1736 552 56 35 320 leaf_count=1146540 106401 28 28098 270 430 103 44 3508 2067 1160 630 123 17571 1325 1841 4527 32 309 5169 906 48 22 1236 1353 136 1736 552 56 35 320 internal_value=-6.51249e-06 0.000231968 0.0007922 0.00197404 0.00366517 0.000622726 0.00432793 -3.62065e-05 -0.00179238 0.00267404 -0.00486868 -2.78677e-05 -0.000770446 -0.000963067 -0.00207282 0.00142924 -0.00498375 -0.00277694 -0.00310073 0.00029948 -0.00185359 -0.00589171 0.0029452 0.00733976 0.000427214 -0.00156183 0.00136336 -0.00204394 -0.00987759 0.00151871 internal_weight=1.32658e+06 146887 40486 9553 4243 5310 3941 1.17969e+06 5575 2544 680 1.17411e+06 27574 26215 8644 4630 302 6803 6494 1384 954 652 1359 1397 30933 2835 1099 547 171 376 internal_count=1326576 146887 40486 9553 4243 5310 3941 1179689 5575 2544 680 1174114 27574 26215 8644 4630 302 6803 6494 1384 954 652 1359 1397 30933 2835 1099 547 171 376 is_linear=0 shrinkage=0.05 Tree=223 num_leaves=31 num_cat=5 split_feature=79 76 83 55 136 12 94 11 136 35 33 14 20 23 136 121 35 92 64 116 95 23 105 101 136 54 136 54 79 64 split_gain=3.62839 12.6362 16.6446 10.1427 10.5027 9.94347 14.9203 15.2623 11.5469 9.01074 9.0853 8.98357 12.0035 9.97225 9.53009 9.49197 9.33824 8.87049 8.72549 14.424 8.64447 9.43029 11.4648 8.13836 8.02088 9.90057 7.17492 7.144 6.97527 6.92114 threshold=9.6350002288818377 11.244999885559084 249.93420410156253 0.34499999880790716 0 2.0449999570846562 0.96264016628265392 11.34999990463257 1 11.750000000000002 13.650000095367433 2.185000061988831 6.3150000572204599 6.3849999904632577 2 0.38266885280609136 7.6499998569488534 0.83761128783226024 3.1350001096725468 0.97625884413719188 -0.016376772895455357 6.0850000381469735 -0.83507567644119252 0.83019348978996288 3 5.9549999237060556 4 0.22500000149011615 38.315000534057624 2.4250000715255742 decision_type=2 2 2 2 1 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 left_child=1 -1 26 4 20 6 7 17 9 -9 -11 -7 14 -14 15 -13 -16 23 19 -6 21 -2 -23 -5 25 -4 -3 -20 -21 -8 right_child=3 2 24 5 18 11 29 8 -10 10 -12 12 13 -15 16 -17 -18 -19 27 28 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=8.67643064240088e-07 0.008354534326329403 -0.0055845553832493781 0.0034658628221289345 -0.00056415389257256389 -0.00049542156864283086 0.00083882804917853333 -0.00656835319787623 0.0013302884164511509 0.00032121500373404104 0.0092103843101624446 -0.0026385866655228834 -0.0017792264901023615 0.0010935832561382367 -0.0001245590896241918 -0.0082415646265765682 -0.01045920300652289 0.00013537110366133154 -0.0033139566748283072 0.0041856063767693316 -0.013881955303787333 0.0017073840357719377 -0.010416689586273661 0.016071757188599028 -0.0031622984616789043 0.00067880122448674325 0.0010107463100148793 -0.00047426841207166213 0.00023798919352256565 0.0094399222534977748 -0.0020617466958757972 leaf_weight=963314 1134 723 7884 75718 4633 26911 1373 1438 12918 974 194 14412 19361 127068 342 322 12216 3299 1875 293 2896 151 56 3139 19109 8570 11024 2948 36 2245 leaf_count=963314 1134 723 7884 75718 4633 26911 1373 1438 12918 974 194 14412 19361 127068 342 322 12216 3299 1875 293 2896 151 56 3139 19109 8570 11024 2948 36 2245 internal_value=-6.18687e-06 4.00487e-05 0.000837844 -0.000154079 0.0011605 -0.000215129 -0.000618947 -0.000502162 0.000935626 0.00396483 0.00724232 -1.1244e-05 -0.000142928 3.6505e-05 -0.00110564 -0.00196759 -9.26895e-05 -0.000773842 0.000257962 -0.0012138 0.00323657 0.00656312 -0.00325073 -0.000667576 0.00137685 0.0021858 -0.000793952 0.00177267 -0.01133 -0.00377197 internal_weight=1.32658e+06 1.01062e+06 47310 315952 14022 301930 101298 97680 15524 2606 1168 200632 173721 146429 27292 14734 12558 82156 9785 4962 4237 1341 207 78857 35563 16454 11747 4823 329 3618 internal_count=1326576 1010624 47310 315952 14022 301930 101298 97680 15524 2606 1168 200632 173721 146429 27292 14734 12558 82156 9785 4962 4237 1341 207 78857 35563 16454 11747 4823 329 3618 cat_boundaries=0 1 2 3 4 5 cat_threshold=7424 146 4932 1299 16 is_linear=0 shrinkage=0.05 Tree=224 num_leaves=31 num_cat=3 split_feature=29 39 96 136 52 119 76 59 109 25 31 93 68 136 84 60 56 5 136 67 60 93 111 88 73 27 34 21 84 125 split_gain=3.55689 8.10971 17.1332 15.532 12.2521 13.8882 10.9473 8.76919 8.12139 8.14894 8.04468 10.9032 9.91272 8.92536 7.42222 14.6415 13.2739 9.19775 7.21142 8.5371 8.53104 7.28498 6.9998 6.92712 9.01566 6.81873 10.1068 8.36426 9.16374 7.52362 threshold=1012.9500122070314 15.650000095367433 -0.79025050997734059 0 0.074999999254941954 0.2503704726696015 1.7549999952316286 259.74768066406256 -0.072321910411119447 254.50000000000003 1015.5499877929689 0.02141659148037434 264.23332214355474 1 0.75677636265754711 0.4417583048343659 269.47349548339849 0.15000000223517421 2 1.1950000524520876 0.19272077828645709 -0.51446658372879017 -0.055103823542594903 -0.87737825512886036 0.85175153613090526 296.50000000000006 17.349999427795414 8.2150001525878924 0.81984925270080578 -0.44618082046508784 decision_type=2 2 2 1 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=10 -2 3 7 6 -6 -5 25 9 22 14 12 -12 -14 -1 16 17 -16 19 -19 -21 -20 -8 24 -4 26 29 28 -28 -3 right_child=1 2 23 4 5 -7 8 -9 -10 -11 11 -13 13 -15 15 -17 -18 18 21 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=1.7129623778628009e-05 -3.0240866847664086e-05 0.010931751457579656 -0.0010630832545974913 0.015448885448523235 -0.00020156638544468935 0.0014045277790048646 -0.010488385355592864 0.00099551737361687313 6.813933122394998e-05 0.009615796849382038 0.00058334802149299393 0.00036507138863507856 0.0032752926577462069 0.012463306797602436 0.002196489928803059 5.5082784847912683e-06 -0.0022936419145206904 -0.0050255661974814656 -0.00044914623205084879 0.010559260283584341 0.00066572329385663175 -0.0018699539538393033 0.011766258226531857 7.4723027767106007e-05 -0.0077640360957141165 0.0022754663982689368 0.026673214780200488 0.001650334382429719 0.0096286521591853521 0.0033808511883262346 leaf_weight=198791 778583 389 4436 208 29369 24848 106 3781 905 621 826 5703 569 527 2753 77103 15468 648 19956 224 7989 16466 53 130374 566 2697 138 124 184 2171 leaf_count=198791 778583 389 4436 208 29369 24848 106 3781 905 621 826 5703 569 527 2753 77103 15468 648 19956 224 7989 16466 53 130374 566 2697 138 124 184 2171 internal_value=-5.87943e-06 4.28515e-05 0.00032602 0.000989247 0.000672455 0.000534517 0.00462667 0.00285975 0.00329075 0.00702981 -0.000143434 0.00146269 0.00471958 0.00783685 -0.000179517 -0.000457538 -0.00101974 -0.000609537 -0.000780131 0.000499061 0.000935558 -0.00109118 -0.00307017 4.66595e-06 -0.00182133 0.00410072 0.00573836 0.0126843 0.0169335 0.00452823 internal_weight=1.32658e+06 979553 200970 65594 56110 54217 1893 9484 1685 780 347023 7625 1922 1096 339398 140607 63504 48036 45283 8861 8213 36422 159 135376 5002 5703 3006 446 322 2560 internal_count=1326576 979553 200970 65594 56110 54217 1893 9484 1685 780 347023 7625 1922 1096 339398 140607 63504 48036 45283 8861 8213 36422 159 135376 5002 5703 3006 446 322 2560 cat_boundaries=0 1 2 3 cat_threshold=772 5345 1538 is_linear=0 shrinkage=0.05 Tree=225 num_leaves=31 num_cat=3 split_feature=12 64 14 82 32 68 88 120 136 136 53 22 127 71 15 38 124 67 65 67 12 132 0 108 68 64 136 28 2 14 split_gain=3.85846 13.3094 12.3192 12.1126 8.27501 8.46462 9.7506 8.52005 6.78092 6.58023 7.10018 6.33571 5.90879 7.03138 6.052 5.8944 5.66995 5.59213 8.89146 7.73953 6.66455 8.55208 6.7574 6.83421 6.55697 6.4068 6.02054 7.81656 7.6669 6.12133 threshold=1.8350000381469729 11.375000000000002 1.7450000047683718 228.90242004394534 10.250000000000002 297.46185302734381 -0.93481579422950734 0.49240480363368994 0 1 0.50499999523162853 6.2449998855590829 0.88697704672813427 264.19548034667974 1.2649999856948855 13.650000095367433 0.78257837891578685 12.734999656677248 5.3350000381469735 7.555000066757203 1.235000014305115 1017.5499877929689 139.50000000000003 -0.5897192358970641 307.76979064941412 6.1449999809265146 2 1015.3500061035157 300.50000000000006 1.8550000190734866 decision_type=2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 17 3 -2 8 15 7 11 -3 16 12 -7 14 -14 -11 -6 -5 18 19 -1 22 -22 23 -20 -23 26 -19 28 -28 -29 right_child=2 4 -4 9 5 6 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 25 20 -21 21 24 -24 -25 -26 -27 27 29 -30 -31 leaf_value=-3.9172091253303264e-05 6.7993123270454287e-06 0.0060096408547427645 2.477564709924995e-05 0.0015585892771991666 -0.0018165773606619432 0.0056907751651113191 -0.0015744853932379427 -0.011087039976932764 4.2822454277100235e-05 0.019912543993345216 0.0021850342837878177 -0.0044561485722476295 -0.02027147049084306 0.0039348947488340655 0.0071220473474727904 0.0003941997997464671 -0.0013640409708562612 -0.00012690046817983666 -0.012305184150405161 0.0012646502543689844 -0.00050374034351768394 0.0023376986834236593 -0.00093014460457667826 -0.0031241139614368828 0.01316005449758418 0.00022741243064842227 0.0088979199671539236 0.0028263740004221155 0.0014120277716926817 -0.0033962337327371264 leaf_weight=582012 17948 598 583076 5271 5731 164 6972 477 2207 114 11697 2483 36 180 490 6362 2422 1940 218 11609 53306 771 6456 2887 171 16514 936 1915 539 498 leaf_count=582012 17948 598 583076 5271 5731 164 6972 477 2207 114 11697 2483 36 180 490 6362 2422 1940 218 11609 53306 771 6456 2887 171 16514 936 1915 539 498 internal_value=-9.11003e-06 -8.91875e-05 8.17348e-05 0.000952103 -0.00122234 -0.00154581 -0.00261462 -0.00493593 0.00133647 0.0017916 0.00249834 -0.00382748 0.00699798 -9.94995e-05 0.00953615 -0.000653511 0.000637624 -4.75234e-05 -7.39604e-05 -1.36742e-05 -0.000634809 -0.000420285 -0.00185199 -0.00376871 0.00430227 0.000730407 0.00215567 0.00328648 0.0061624 0.00154214 internal_weight=1.326e+06 704766 621234 38158 24994 22189 10096 3124 2805 20210 12517 2647 820 216 604 12093 7693 679772 657430 593621 63809 54248 9561 3105 942 22342 5828 3888 1475 2413 internal_count=1326000 704766 621234 38158 24994 22189 10096 3124 2805 20210 12517 2647 820 216 604 12093 7693 679772 657430 593621 63809 54248 9561 3105 942 22342 5828 3888 1475 2413 cat_boundaries=0 1 2 3 cat_threshold=2069 2274 2226 is_linear=0 shrinkage=0.05 Tree=226 num_leaves=31 num_cat=3 split_feature=12 64 14 87 15 33 68 88 5 60 136 5 109 123 122 55 19 19 136 93 16 79 84 37 87 8 33 2 136 116 split_gain=3.48208 12.0091 11.1181 11.0968 7.69964 7.51931 8.25051 9.04648 8.29166 6.42804 6.34303 7.83512 7.5857 5.81465 5.49621 6.03097 9.56065 13.4832 11.6567 10.2613 9.13115 8.81857 15.4359 10.5902 10.3959 9.09745 8.30595 8.28237 8.1142 8.11381 threshold=1.8350000381469729 11.375000000000002 1.7450000047683718 0.71229681372642528 1.1449999809265139 10.34999990463257 297.46185302734381 -0.92399349808692921 4.9500000476837167 0.58054903149604808 0 6.5499999523162851 0.64650192856788646 0.49240480363368994 0.04361772537231446 0.34499999880790716 9.5450000762939471 11.775000095367433 1 0.67935299873352062 13.344999790191652 7.7249999046325692 0.90654012560844432 11.449999809265138 0.81192329525947582 0.45000000298023229 13.449999809265138 308.50000000000006 2 -0.77159520983695973 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 1 2 left_child=1 14 3 -2 9 -3 -7 8 13 -5 11 -6 -13 -8 15 21 19 18 -18 -17 26 22 -1 24 27 -26 -20 -23 -28 -22 right_child=2 5 -4 4 10 6 7 -9 -10 -11 -12 12 -14 -15 -16 16 17 -19 20 -21 29 23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=1.9651414849878251e-05 2.0375851953271514e-05 0.0011633694806965108 2.3536864419771832e-05 0.0066062367534697177 0.0020392122253275477 -0.00059651204951976025 -0.0050520216466801689 -0.0014721014292539724 -0.00040871836355640956 4.7080888498121447e-05 0.002124244943348549 3.8576554603164234e-05 -0.0050810615404408219 -0.011613033466974728 0.00021513686185674824 -0.00061483511921221258 -0.0004561275182028448 -0.00038671722672996517 0.0019218859694305234 -0.003010373150223069 0.00078291461132579175 -0.0068372142663451312 -0.0037568009187631279 0.0027967157919320564 0.023765008004322168 -0.0035907682448685649 0.002088633836434298 0.014032042186916123 -0.0007178040379746003 0.0044816457238032797 leaf_weight=282642 18388 3054 583076 1346 3027 11930 2111 6639 858 517 11335 2532 1013 402 156211 74655 15595 106564 9436 4755 2525 66 2732 5633 31 1550 3437 170 10178 3592 leaf_count=282642 18388 3054 583076 1346 3027 11930 2111 6639 858 517 11335 2532 1013 402 156211 74655 15595 106564 9436 4755 2525 66 2732 5633 31 1550 3437 170 10178 3592 internal_value=-8.6523e-06 -8.47239e-05 7.7648e-05 0.000904498 0.00172682 -0.00116111 -0.00148467 -0.00254318 -0.00465261 0.00478601 0.00140854 0.000170656 -0.00142438 -0.00610157 -4.51473e-05 -0.000122806 -0.000313979 -8.08291e-05 0.000647376 -0.000758278 0.00123711 2.78319e-05 -1.65021e-05 0.00172606 -0.00159317 -0.00305438 0.000781808 0.00819572 -8.33395e-06 0.00295487 internal_weight=1.326e+06 704766 621234 38158 19770 24994 21940 10010 3371 1863 17907 6572 3545 2513 679772 523561 230737 151327 44763 79410 29168 292824 285374 7450 1817 1581 23051 236 13615 6117 internal_count=1326000 704766 621234 38158 19770 24994 21940 10010 3371 1863 17907 6572 3545 2513 679772 523561 230737 151327 44763 79410 29168 292824 285374 7450 1817 1581 23051 236 13615 6117 cat_boundaries=0 1 2 3 cat_threshold=2274 2272 1044 is_linear=0 shrinkage=0.05 Tree=227 num_leaves=31 num_cat=2 split_feature=28 92 60 36 93 26 136 43 73 53 56 31 0 68 88 15 36 62 136 7 31 28 12 39 85 56 2 73 53 61 split_gain=3.44998 6.4333 7.75805 5.82232 5.49454 4.79393 4.49032 6.61804 4.54174 4.64369 4.23695 4.18115 4.17248 3.71379 8.57885 10.1773 7.85487 11.4247 8.22159 6.68125 6.51482 5.31885 12.252 6.26273 7.42628 5.71847 8.58638 5.58337 5.29732 5.49361 threshold=1026.2500000000002 0.18434772640466693 0.29100801050663 15.050000190734865 -0.23378753662109372 228.50000000000003 0 7.4500000476837167 0.79369407892227184 2.7150000333786015 247.67069244384768 1025.7500000000002 79.500000000000014 315.11254882812506 -0.84506881237030018 1.3450000286102297 15.550000190734865 0.59874385595321666 1 1.0000000180025095e-35 1006.1499938964845 1021.8500061035157 1.3350000381469729 9.6500000953674334 0.75866541266441356 68.635654449462905 342.50000000000006 0.76437473297119152 0.34499999880790716 0.43815401196479803 decision_type=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 2 left_child=13 2 5 6 -3 -2 8 10 -4 11 12 -10 -8 -1 16 28 19 18 -18 -15 -20 25 -23 24 -24 26 -17 -28 29 -16 right_child=1 4 3 -5 -6 -7 7 -9 9 -11 -12 -13 -14 14 15 21 17 -19 20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-1.0326339582529543e-06 -0.011285203248262521 0.0074795581708096111 0.0029532872328841978 -0.0075174393274231692 0.00010208593424473382 0.01154038284946321 0.028330472375198108 -0.0034574312266336866 -0.013546178778835939 0.00059411393775139732 0.0053100760568384059 -0.0018087024331685875 0.0092152971543985954 0.0026539008329698873 0.0067924557656372968 -0.0050424199741902383 0.0095276382700939764 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4969 993 3976 2106 804 338 135 1.29572e+06 65386 46204 19182 2652 2318 16530 2194 43218 4035 3950 177 39183 2205 722 2986 397 internal_count=1326000 30277 5451 5138 24826 313 4969 993 3976 2106 804 338 135 1295723 65386 46204 19182 2652 2318 16530 2194 43218 4035 3950 177 39183 2205 722 2986 397 cat_boundaries=0 1 2 cat_threshold=2758 2128 is_linear=0 shrinkage=0.05 Tree=228 num_leaves=31 num_cat=2 split_feature=91 11 27 93 79 122 78 10 119 61 55 67 115 90 85 57 77 124 136 18 15 57 79 24 99 52 136 20 56 115 split_gain=3.33521 9.10451 7.83019 7.15889 5.26953 5.80834 6.03613 4.97136 4.71225 4.5343 4.94675 6.55967 6.49057 5.57855 4.74219 4.5163 4.23279 4.1984 5.77436 6.74835 7.138 6.94587 6.38316 5.81382 5.32279 5.06416 5.45793 5.00697 4.98231 4.92233 threshold=1.0000000180025095e-35 13.250000000000002 332.50000000000006 0.13165795058012011 31.994999885559086 -0.67556449770927418 27.384999275207523 10.449999809265138 0.99901017546653759 0.47876730561256414 0.034999999217689044 0.33500000834465032 -0.99353402853012074 0.34487038850784307 0.80422919988632213 320.60140991210943 37.225000381469734 0.608738273382187 0 5.7200000286102304 1.0049999952316286 260.02438354492193 8.8150000572204608 273.50000000000006 -0.77779766917228688 0.35500000417232519 1 6.2950000762939462 113.86207199096681 -0.82409480214118946 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 1 2 2 2 left_child=-1 3 -3 4 8 6 -6 -7 17 10 12 13 -5 -12 -13 -14 -9 -2 19 22 23 28 -19 -21 -24 26 -20 -28 -22 -29 right_child=1 2 -4 9 5 7 -8 16 -10 -11 11 14 15 -15 -16 -17 -18 18 25 20 21 -23 24 -25 -26 -27 27 29 -30 -31 leaf_value=6.5843779499711542e-06 -0.00093265927633466063 0.00091075425455414041 0.0074362362647275183 -0.014813160424431166 0.023791468726552051 0.0051747299881392227 0.0012326839444890189 -0.010897638728514451 0.016126245840690858 0.00137223029637565 -0.015567961943347053 -0.00035805982498516057 0.015186523202214844 0.0061441025463864207 -0.003517384008634205 -0.010174378433397838 0.0086977932048407768 0.0026352366521937907 -0.004257684587721646 0.0047949100039356082 -0.0067667357553288622 -0.0085943726598025245 0.040192311578580449 0.025066741182568616 0.0080345744521103119 -0.00056166956895858054 0.0094434142039538579 0.016449195080944761 0.0023821657575547536 -0.010966753892353154 leaf_weight=1283735 18412 1945 602 30 69 337 52 108 43 815 166 1732 107 36 3780 21 37 56 143 96 159 172 31 56 22 10461 369 22 2322 64 leaf_count=1283735 18412 1945 602 30 69 337 52 108 43 815 166 1732 107 36 3780 21 37 56 143 96 159 172 31 56 22 10461 369 22 2322 64 internal_value=-7.80402e-06 -0.00044483 0.00245309 -0.000630665 -0.000328632 0.0043026 0.0140968 0.00184389 -0.00041475 -0.00212258 -0.00260764 -0.00284896 0.00611963 -0.0116985 -0.00252465 0.0110258 -0.00589743 -0.000436713 0.000216787 0.00219275 0.00172595 0.00112222 0.0144064 0.0122635 0.0268438 -0.000305576 0.00416924 0.00676264 0.00179584 -0.00395337 internal_weight=1.326e+06 42265 2547 39718 33031 603 121 482 32428 6687 5872 5714 158 202 5512 128 145 32385 13973 2914 2805 2653 109 152 53 11059 598 455 2481 86 internal_count=1326000 42265 2547 39718 33031 603 121 482 32428 6687 5872 5714 158 202 5512 128 145 32385 13973 2914 2805 2653 109 152 53 11059 598 455 2481 86 cat_boundaries=0 1 2 cat_threshold=3328 65 is_linear=0 shrinkage=0.05 Tree=229 num_leaves=31 num_cat=1 split_feature=25 95 104 30 34 104 34 136 20 32 31 66 18 36 104 111 60 33 87 67 2 59 0 10 83 62 8 105 13 92 split_gain=3.26838 6.33995 6.86736 5.1548 3.53145 3.36198 7.84116 10.8568 13.0123 10.7977 10.5935 9.3209 6.31369 6.32452 6.01097 5.77351 5.11394 4.89217 4.89166 4.48612 5.41714 4.08067 3.82817 3.76347 3.74801 3.68379 3.60097 13.3414 12.1216 5.80681 threshold=68.500000000000014 0.71928274631500255 0.075905535370111479 1012.1499938964845 16.349999427795414 1.0000000180025095e-35 17.349999427795414 0 5.9549999237060556 13.84999990463257 1001.9500122070314 1.7849999666213991 3.3899999856948857 14.449999809265138 0.17143167555332187 0.46304558217525488 0.21333902329206469 15.550000190734865 0.69438540935516369 15.894999980926515 131.50000000000003 66.898452758789077 212.50000000000003 16.849999427795414 85.986259460449233 0.43802636861801153 11.650000095367433 -0.88941574096679676 1.8550000190734866 -0.38306720554828638 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 -5 26 7 8 9 15 -9 18 -12 23 -13 -7 -15 22 -11 -17 -21 -18 -10 24 25 -14 -2 28 -28 -29 right_child=5 -3 3 4 -6 6 -8 10 17 11 12 14 13 16 -16 19 21 -19 -20 20 -22 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=0.002656410497068214 -3.699901381039524e-05 -0.00023163062069367802 0.030940377508522944 0.0066267634158099836 0.027555608927555708 -0.010410044420815265 -0.0076350632106410472 0.024651729938341305 -0.00066648494864845673 0.033546761050820349 -0.022219284058644855 0.0047709762861435539 0.014834281552963249 0.019379568982145025 -0.0087433842006275093 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internal_weight=1.326e+06 3180 1274 218 186 1.32282e+06 10896 10482 6130 1725 4352 464 4304 4275 343 1261 1151 4405 121 411 64 1097 4261 3124 2937 280 1.31192e+06 179678 12373 167305 internal_count=1326000 3180 1274 218 186 1322820 10896 10482 6130 1725 4352 464 4304 4275 343 1261 1151 4405 121 411 64 1097 4261 3124 2937 280 1311924 179678 12373 167305 cat_boundaries=0 1 cat_threshold=914 is_linear=0 shrinkage=0.05 Tree=230 num_leaves=31 num_cat=3 split_feature=16 95 34 136 29 125 110 19 37 106 23 64 19 27 93 124 54 5 136 16 28 79 136 79 34 27 105 36 103 123 split_gain=3.73645 8.65454 10.0301 9.86324 9.5426 9.46739 9.28998 9.00751 7.3234 6.76279 9.67846 16.1925 12.008 10.5314 10.2584 9.24804 9.35127 9.00738 8.43056 7.96848 8.9203 7.41191 7.81169 7.11866 7.02851 7.02197 6.84157 6.77672 6.65181 6.61133 threshold=9.5450000762939471 -0.65081489086151112 12.750000000000002 0 1023.7500000000001 -1.0000000180025095e-35 0.36157715320587164 15.405000209808351 16.349999427795414 -0.67115810513496388 4.7750000953674325 1.0850000381469729 10.405000209808351 243.50000000000003 0.85591378808021557 0.82409480214118969 0.064999999478459372 5.1499998569488534 1 6.0650000572204599 1013.2500000000001 8.9049997329711932 2 6.5250000953674325 16.150000572204593 334.50000000000006 -0.99713650345802296 9.1500000953674334 -0.9052617847919463 -0.9099266231060027 decision_type=2 2 2 1 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 left_child=9 2 3 -2 6 -6 -5 -4 -8 10 15 25 14 -14 -13 16 17 19 26 -1 -21 22 -15 -17 27 -12 -16 -25 -19 -18 right_child=1 -3 7 4 5 -7 8 -9 -10 -11 11 12 13 21 18 23 29 28 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.009882609853523544 0.00029994468379044474 4.5102747234092022e-06 0.0004733011610183597 0.0044995173718765441 0.031893005747891341 0.0071657751535822174 0.0013095357802633638 -0.00085828504325284995 0.027877603406802967 2.8504622789708893e-05 -0.0018185937851081765 -0.00042500396071028186 -0.00083378385507347638 0.0051612112515735317 -0.01014902215907245 0.0012817697388695099 0.0016544235426003929 0.02185312969344003 -0.0048468676998531073 -0.0049565818368017189 0.0064387470790784459 0.00032445060268859976 0.0015702975158176933 0.022423091161482292 0.020135208440017843 0.0076393451144203851 0.00057835876037494287 0.0045915128989500627 -0.00017279270240069943 -0.001691423042264071 leaf_weight=627 12486 792860 62498 3041 48 200 10841 15939 26 276196 22182 85845 8233 1905 163 868 2175 35 2445 273 463 9458 7425 58 101 198 1686 655 1661 4597 leaf_count=627 12486 792860 62498 3041 48 200 10841 15939 26 276196 22182 85845 8233 1905 163 868 2175 35 2445 273 463 9458 7425 58 101 198 1686 655 1661 4597 internal_value=3.1074e-06 6.10207e-05 0.000487413 0.0013256 0.00222847 0.0119517 0.0020567 0.000202713 0.0013731 -0.000118608 -0.000387598 -0.00050256 -0.000267154 0.000657377 -0.000544301 0.00100576 0.000419605 0.00271404 -0.00292926 0.00574056 0.00221195 0.00131081 0.00231071 0.00443176 0.00779071 -0.00173492 -0.000365346 0.00604205 0.000281752 -0.000616819 internal_weight=1.32519e+06 897939 105079 26642 14156 248 13908 78437 10867 427249 151053 139540 117160 27021 90139 11513 9831 3059 4294 1363 736 18788 9330 1682 814 22380 1849 713 1696 6772 internal_count=1325188 897939 105079 26642 14156 248 13908 78437 10867 427249 151053 139540 117160 27021 90139 11513 9831 3059 4294 1363 736 18788 9330 1682 814 22380 1849 713 1696 6772 cat_boundaries=0 1 2 3 cat_threshold=244 2708 1286 is_linear=0 shrinkage=0.05 Tree=231 num_leaves=31 num_cat=0 split_feature=122 124 87 8 126 15 54 86 101 12 37 19 20 31 15 38 12 8 90 14 127 7 80 35 78 90 92 81 40 28 split_gain=3.61494 13.8181 21.2416 9.69973 13.3068 8.66601 8.43784 6.70544 8.90771 7.63801 8.16138 6.91162 9.36163 7.4639 8.34028 7.33623 6.86171 6.68795 15.9316 11.7391 11.1489 8.74085 8.18649 7.37902 7.08851 6.9335 7.48639 7.02265 6.59794 8.86067 threshold=-0.21643137186765668 0.061046212911605842 0.69109186530113231 7.0499999523162851 0.095842104405164733 1.1250000000000002 0.62500000000000011 0.85443472862243663 0.74459844827651989 2.9250000715255742 19.150000572204593 6.4600000381469735 5.3350000381469735 1014.7500000000001 1.1150000095367434 8.6500000953674334 0.50499999523162853 8.4499998092651385 -0.17041142284870145 2.3850001096725468 0.78257837891578685 9.4499998092651385 311.36750793457037 10.750000000000002 1.2549999952316286 1.0000000180025095e-35 -0.35758313536643976 195.16699981689456 7.7500000000000009 1018.8500061035157 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 -2 -3 -4 -5 6 -6 17 11 10 -10 13 15 14 -9 -13 -15 22 19 20 -19 23 25 -22 -24 -1 -27 -28 -7 -30 right_child=1 2 3 4 5 28 -8 8 9 -11 -12 12 -14 16 -16 -17 -18 18 -20 -21 21 -23 24 -25 -26 26 27 -29 29 -31 leaf_value=-1.9184621002448884e-05 -8.15112493322008e-05 -1.2402470203989447e-05 0.00073206982178727507 0.0052524899875477102 0.014613918983739697 0.0015973283638021048 0.0035773846375842036 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-0.00131079 -0.00189507 -0.000205456 -0.00031676 0.000810912 0.00184861 -0.0014354 -0.000381835 1.22089e-05 0.000236027 0.000945284 0.00157471 0.00047212 -0.000101619 -4.21754e-05 -0.00103705 -5.13265e-05 -0.00135763 -0.00435445 0.00129004 -0.00154545 internal_weight=1.32519e+06 495470 170581 73697 22633 19908 977 829718 173439 20697 15107 152742 137666 15076 8062 16466 7014 656279 221247 58309 32627 13465 435032 11578 22196 412836 9914 1722 18931 1851 internal_count=1325188 495470 170581 73697 22633 19908 977 829718 173439 20697 15107 152742 137666 15076 8062 16466 7014 656279 221247 58309 32627 13465 435032 11578 22196 412836 9914 1722 18931 1851 is_linear=0 shrinkage=0.05 Tree=232 num_leaves=31 num_cat=1 split_feature=88 92 32 12 107 126 82 20 52 102 136 127 10 99 82 97 30 79 112 119 11 28 77 20 5 15 59 94 83 118 split_gain=3.46574 6.58947 8.68821 6.70676 5.26631 6.82505 5.08166 8.04303 4.92263 6.17864 5.24786 5.06855 6.0691 5.06547 7.82212 5.89961 7.75469 4.79732 4.81353 4.73292 6.06166 5.88613 5.52042 5.15837 6.25654 5.85304 5.13476 4.60803 4.63627 4.57245 threshold=1.0000000180025095e-35 -0.18998239934444425 12.250000000000002 3.185000061988831 -0.97351101040840138 0.39873388409614569 275.92733764648443 4.8350000381469735 3.495000004768372 0.93768978118896495 0 0.737249255180359 1.1500000357627871 -0.84343662858009327 308.49357604980474 -0.92973628640174855 1012.7500000000001 42.045000076293952 -0.52247866988182057 0.89490029215812694 0.94999998807907116 1022.7500000000001 2.804999947547913 5.7349998950958261 11.84999990463257 2.554999947547913 274.09117126464849 0.92228254675865184 321.37228393554693 -0.061046212911605828 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 -2 4 5 -3 7 -7 10 -10 17 12 13 14 -12 -16 -17 -4 -19 21 -21 23 -22 25 27 26 -6 -25 -29 -9 right_child=1 3 8 -5 19 6 -8 29 9 -11 11 -13 -14 -15 15 16 -18 18 -20 20 22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=1.7486813845367195e-05 0.0014420402599933815 -0.0018588592476924766 -0.0016546963761109959 0.0040450871808915467 -0.00089263201280404382 0.03042759242386598 -0.00044270545049050059 -0.0023283849216445439 -0.0012155865263403266 -0.0090654438921406229 0.0029861046640276487 0.0020861973973807023 -0.00056295411116255199 0.0001095829661116349 0.029275418917664831 0.036591675737872718 0.0015513309277594091 -0.0039959349710008375 0.026193415017558203 0.02009221551675551 -0.022816125600150339 0.0040831053588008814 9.3892375131961141e-05 -0.0040621461318336698 -0.014511213945117833 0.011680413531690935 -0.006930571070372489 -0.018777503525330263 -0.0022441896650454273 0.015076527827836623 leaf_weight=1282894 6817 630 4626 456 1337 46 136 74 10184 257 352 3543 8591 540 57 20 75 23 31 37 27 244 1006 2201 174 76 478 110 69 77 leaf_count=1282894 6817 630 4626 456 1337 46 136 74 10184 257 352 3543 8591 540 57 20 75 23 31 37 27 244 1006 2201 174 76 478 110 69 77 internal_value=2.80521e-06 -0.000442528 -0.000160362 -0.00182293 -0.002221 0.00120142 0.00699115 0.0121232 -0.000546368 -0.00140881 -4.21274e-05 0.000468776 -0.000125498 0.0034743 0.00707935 0.0165584 0.00892825 -0.00147858 0.013335 -0.00279329 0.00020732 -0.00347801 -0.000504917 -0.00389306 -0.0053587 -0.00191356 -0.00248279 -0.00468956 -0.0124043 0.00654697 internal_weight=1.32519e+06 42294 35116 7178 6722 963 333 197 28299 10441 17858 13178 9635 1044 504 152 95 4680 54 5759 1070 4689 1033 4445 2554 1891 1815 2380 179 151 internal_count=1325188 42294 35116 7178 6722 963 333 197 28299 10441 17858 13178 9635 1044 504 152 95 4680 54 5759 1070 4689 1033 4445 2554 1891 1815 2380 179 151 cat_boundaries=0 1 cat_threshold=772 is_linear=0 shrinkage=0.05 Tree=233 num_leaves=31 num_cat=4 split_feature=6 4 104 136 76 77 86 7 54 20 35 54 67 100 121 136 92 64 28 29 136 93 72 27 56 119 93 136 61 57 split_gain=3.54503 11.1659 16.6589 14.0424 8.44929 8.10819 7.47645 11.3254 15.9333 8.91134 8.58917 8.94134 7.73087 7.59097 7.12925 7.05508 7.27484 6.53572 6.37424 6.88908 6.56908 6.31945 8.4673 6.58446 6.29256 6.04282 6.18279 6.15966 7.53043 11.4754 threshold=6.6499998569488534 7.6499998569488534 -0.65310674905776966 0 22.175000190734867 5.8150000572204599 0.83894899487495433 10.449999809265138 0.42499999701976782 6.3350000381469735 11.150000095367433 1.3350000381469729 12.734999656677248 0.43352410197258001 0.55191597342491161 1 0.35256628692150122 0.45499999821186071 1013.1499938964845 1017.1499938964845 2 -0.21079885959625241 0.36650499701499945 347.50000000000006 323.35037231445318 0.9238443672657014 -0.40822693705558771 3 0.36027471721172338 264.73799133300787 decision_type=2 2 2 1 2 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 left_child=1 4 3 5 -1 -3 -2 9 18 10 13 17 -13 -8 -5 21 -17 -12 20 -20 -9 -6 -23 -24 -21 27 -27 -10 29 -29 right_child=6 2 -4 14 15 -7 7 8 25 -11 11 12 -14 -15 -16 16 -18 -19 19 24 -22 22 23 -25 -26 26 -28 28 -30 -31 leaf_value=-4.9663729087162036e-06 3.3972237837040745e-05 0.0069650612522673102 -4.3926172037876227e-05 0.001294827373056836 0.004329049759817064 0.0027285348018930805 -0.00092436094280327603 -0.0016647351180856637 0.00055590356824352337 -0.00012968811014368896 -0.0023726337562753048 -0.001550551867986623 0.0007343185372684941 -0.0037048117640624506 -0.0033974977142638379 0.0010942945662023985 -0.0032981211875531681 0.00056238160726434518 0.0067469012239116015 0.0025028417241326991 0.0049365366400639854 -0.014685320490744056 0.0013370865493866398 0.018552175629884007 -0.012932665318819798 0.0090025777471601041 0.0014248328266327427 -0.00067925761488218895 -0.00013520407318277512 -0.0050950712893653508 leaf_weight=821671 289158 1601 29029 17822 2261 3834 4526 1017 16738 40969 2200 30422 4215 5364 848 2667 1458 13761 1613 796 586 82 6830 56 72 320 1695 4521 16875 2181 leaf_count=821671 289158 1601 29029 17822 2261 3834 4526 1017 16738 40969 2200 30422 4215 5364 848 2667 1458 13761 1613 796 586 82 6830 56 72 320 1695 4521 16875 2181 internal_value=2.66495e-06 6.00304e-05 0.000762835 0.0017344 1.53098e-05 0.00396919 -0.000113917 -0.000403111 0.000243842 -0.000699075 -0.00108473 -0.000821309 -0.0012725 -0.00243238 0.00108112 0.0012629 -0.000457117 0.000157831 0.00322634 0.00481413 0.000768866 0.00202998 0.00128689 0.00147709 0.00122248 -4.39087e-05 0.00262825 -0.000177467 -0.000698047 -0.00211627 internal_weight=1.32519e+06 888159 53134 24105 835025 5435 437029 147871 46414 101457 60488 50598 34637 9890 18670 13354 4125 15961 4084 2481 1603 9229 6968 6886 868 42330 2015 40315 23577 6702 internal_count=1325188 888159 53134 24105 835025 5435 437029 147871 46414 101457 60488 50598 34637 9890 18670 13354 4125 15961 4084 2481 1603 9229 6968 6886 868 42330 2015 40315 23577 6702 cat_boundaries=0 1 2 3 4 cat_threshold=1314 1409 420 7299 is_linear=0 shrinkage=0.05 Tree=234 num_leaves=31 num_cat=2 split_feature=2 124 99 20 8 16 136 126 127 22 40 107 100 63 83 53 115 136 14 84 62 29 4 23 52 104 22 82 121 20 split_gain=3.25465 15.2607 21.0225 20.4031 14.2869 11.1715 11.8496 9.32091 8.69333 8.14329 7.56083 6.18786 6.37317 5.8868 5.92208 5.42059 5.2382 5.20409 11.3815 25.0733 11.4236 10.9138 10.1197 12.2009 10.815 12.0523 8.38081 7.55767 13.8286 12.3644 threshold=249.50000000000003 0.35019405186176306 -0.37451648712158198 5.3150000572204599 4.7500000000000009 11.120000362396242 0 0.14780378341674807 -0.84335932135581959 6.4249999523162851 13.050000190734865 -0.62565907835960377 0.84061530232429515 0.26003874838352209 346.02337646484381 4.4349999427795419 -0.30069434642791742 1 1.3750000000000002 0.78865730762481701 0.50532236695289623 1.0000000180025095e-35 4.3500001430511483 6.0050001144409189 1.1250000000000002 -0.71965005993843068 5.5650000572204599 301.14077758789068 -0.39873388409614557 5.6749999523162851 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 -1 3 9 -5 6 8 -7 15 11 -10 12 -3 -13 -15 -6 -16 18 19 -2 22 -20 -21 24 25 -24 -22 -19 29 -29 right_child=17 2 -4 4 5 7 -8 -9 10 -11 -12 13 -14 14 16 -17 -18 27 21 20 26 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-4.1631254131699159e-05 9.7302423416718568e-05 0.0055838235451008177 -1.7195259621432954e-05 0.00040672672420392604 0.017692791021488474 0.0029622113387710335 0.0017291114556382799 0.00026956742416275008 0.0052321919156480606 0.01451847216649417 -0.011747794359081439 -0.0071922080690240368 0.017929658563558146 0.00094942601190733012 -0.0038919691824250754 0.0062803856950976247 0.022138760051251774 -4.4921474573101986e-05 0.020015806648242474 0.0013373624176084631 -0.0071867374133077495 -1.8760514132309375e-05 0.021037597063327612 0.007497738745515542 0.0014879792758425679 0.0040040630940962642 0.0011829150344358948 -0.0018387713366864143 0.00025163142879660206 -0.00048239357894925747 leaf_weight=428453 24346 1568 62775 29901 230 5102 3810 8685 3049 235 67 173 112 431 27 190 68 426814 68 2669 363 192038 158 2698 2427 303 1699 23169 42424 61136 leaf_count=428453 24346 1568 62775 29901 230 5102 3810 8685 3049 235 67 173 112 431 27 190 68 426814 68 2669 363 192038 158 2698 2427 303 1699 23169 42424 61136 internal_value=2.53315e-06 9.63042e-05 0.000603926 0.00133072 0.00111004 0.00210515 0.00368005 0.001266 0.00576099 0.00563914 0.00486709 0.00476203 0.00640688 0.000808731 0.00344022 0.01253 0.0147406 -6.29453e-05 0.000138792 0.000972701 0.00303846 -1.16689e-05 0.00387 0.00508009 0.0028215 0.00984202 -0.000290501 -0.00014559 -0.000484648 -0.000855158 internal_weight=1.32519e+06 544876 116423 53648 51034 21133 7346 13787 3536 2614 3116 2379 1680 699 526 420 95 780312 226769 34663 10317 192106 8255 5586 2888 461 2062 553543 126729 84305 internal_count=1325188 544876 116423 53648 51034 21133 7346 13787 3536 2614 3116 2379 1680 699 526 420 95 780312 226769 34663 10317 192106 8255 5586 2888 461 2062 553543 126729 84305 cat_boundaries=0 1 2 cat_threshold=1814 1290 is_linear=0 shrinkage=0.05 Tree=235 num_leaves=31 num_cat=1 split_feature=103 60 134 11 92 34 53 100 20 26 12 136 101 96 67 67 37 56 65 85 29 84 54 52 98 96 52 92 55 12 split_gain=3.84741 6.69031 6.91194 6.72279 5.66457 5.11034 4.98467 6.82822 5.08287 7.04552 4.81239 4.70466 4.56932 5.14782 5.35367 4.67107 4.46941 4.31312 5.13115 5.34031 4.24441 5.57273 4.18255 17.8327 9.95925 9.7111 9.22197 9.00742 19.6732 16.9865 threshold=-0.9052617847919463 0.38281616568565374 1017.0499877929689 16.250000000000004 1.0000000180025095e-35 14.250000000000002 0.73500001430511486 0.48203946650028234 4.6949999332427987 206.50000000000003 2.7250000238418584 0 -0.34858614206314081 -0.99385613203048695 2.9750000238418584 1.2749999761581423 10.050000190734865 180.20809173583987 0.56499999761581432 0.79970848560333263 1014.0499877929689 0.87189689278602611 5.1549999713897714 4.4349999427795419 -0.53720554709434498 -0.34429979324340815 5.9049999713897714 -0.30537502467632288 1.044999957084656 2.054999947547913 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 6 10 7 8 9 -1 -6 -3 20 -14 15 -15 -13 -11 19 -19 -7 -22 23 27 -25 26 -24 29 -29 -2 right_child=22 2 -4 -5 5 12 -8 -9 -10 17 -12 16 13 14 -16 -17 -18 18 -20 -21 21 -23 25 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0096704326220788065 0.00014640915393243666 0.0012527811798700708 0.018623021349310875 0.011611720759882241 -0.010871809471982399 -0.0088718315507960704 -0.0018078638460541721 0.024345726854003529 -0.00087665339572556833 -0.002975304624675934 0.0079680774258638464 0.022268063096063481 -0.015901613339562626 0.0014496092959307135 -0.0075140492475563384 0.01697401209645211 -0.00083038459215196341 0.0079267974942922592 0.0064918879303149882 0.039063912397250537 -0.0033191439487374103 0.017836663463256425 -0.00087460819206221457 0.0012709561957614825 -0.00058893440192450447 0.0013371173722386135 -8.4452709472663978e-05 3.0714193106171933e-05 -0.00079288039841026261 0.0016198148951353877 leaf_weight=40 138631 4622 50 93 404 343 6218 34 568 29 37 21 34 100 66 94 7626 21 48 40 230 36 42670 43647 8619 10752 274338 682443 81128 22775 leaf_count=40 138631 4622 50 93 404 343 6218 34 568 29 37 21 34 100 66 94 7626 21 48 40 230 36 42670 43647 8619 10752 274338 682443 81128 22775 internal_value=3.13579e-06 -0.000672289 7.05536e-05 -0.00175718 -0.00190623 -0.0048793 -0.00133523 0.00243249 0.00143377 0.00880634 -0.00929114 -5.05348e-06 -0.00272468 0.00239434 0.00478689 0.00897174 -0.000765951 0.0141619 0.0187214 0.0283446 -0.00519593 -0.000455952 1.38773e-05 6.57169e-05 0.000964248 -0.000140687 -0.000190809 1.49453e-05 -5.67912e-05 0.000354312 internal_weight=1.32576e+06 20754 12319 8435 8342 1344 6998 780 746 178 441 12269 903 294 260 194 7647 138 109 61 609 266 1.305e+06 977243 52266 327760 317008 924977 763571 161406 internal_count=1325757 20754 12319 8435 8342 1344 6998 780 746 178 441 12269 903 294 260 194 7647 138 109 61 609 266 1305003 977243 52266 327760 317008 924977 763571 161406 cat_boundaries=0 1 cat_threshold=2949 is_linear=0 shrinkage=0.05 Tree=236 num_leaves=31 num_cat=0 split_feature=103 34 92 135 28 107 76 93 69 75 54 58 10 43 12 114 104 114 105 83 23 42 122 78 5 95 87 131 104 107 split_gain=3.47197 6.12632 5.74425 5.58196 4.99143 4.87738 5.02873 4.44779 4.97139 4.81977 4.65168 4.47791 4.42338 4.50417 4.37029 4.33862 4.31533 4.11624 4.0763 7.54135 10.246 6.97032 6.18282 7.47026 8.36549 7.4672 7.4414 6.97573 5.90555 7.0944 threshold=-0.9052617847919463 12.050000190734865 -0.81469601392745961 1011.6499938964845 1021.6499938964845 -0.83537128567695607 5.5950000286102304 -0.65452554821968068 254.15934753417972 0.41058763861656195 0.66500002145767223 117.68635940551759 14.650000095367433 9.9499998092651385 1.235000014305115 0.38266885280609136 -0.91335359215736378 -0.79332312941551197 -0.97456523776054371 277.03976440429693 4.5050001144409189 12.150000095367433 -0.94828754663467396 8.0349998474121112 4.6499998569488534 0.54421252012252819 0.907424956560135 200.50000000000003 -0.99326291680335987 -0.77612498402595509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 4 5 -1 14 -3 11 10 -10 -9 -4 -14 -7 -13 -17 -8 19 22 28 -22 23 24 -2 -26 -27 -24 29 -21 right_child=18 2 12 -5 -6 6 17 8 9 -11 -12 15 13 -15 -16 16 -18 -19 -20 20 21 -23 27 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00097171354402552897 -0.00030397771705952979 0.00017468578394227798 -0.0022321893309850726 0.028746656069997701 -0.010495513655572527 0.0085777418813309993 -0.0028878628690001025 -0.016688966960646211 0.032472078613936903 -0.0047214285627059233 0.006345792820920116 -0.0038456671953655073 0.0020764175422342125 0.023524751596980628 0.028586353145137029 -0.0025158907368313522 0.021712429281871986 0.0058341196115854416 -1.4234438210107535e-05 0.0084119200125165067 0.00060585664932782458 0.0040851366959263925 0.00034339680454756636 0.00095563234199467833 -0.0021545499650318682 -0.0064340286642662657 -0.027764585478739306 -0.0040023216057252561 0.0020161228427642112 0.03878320539835841 leaf_weight=515 8309 10437 6989 20 74 104 186 64 20 90 115 1244 262 27 37 40 34 496 1190407 498 32604 1506 59470 4771 5345 578 44 938 513 20 leaf_count=515 8309 10437 6989 20 74 104 186 64 20 90 115 1244 262 27 37 40 34 496 1190407 498 32604 1506 59470 4771 5345 578 44 938 513 20 internal_value=2.97947e-06 -0.000638645 -0.000872509 0.0025169 0.00214537 0.00284449 0.00523252 -0.000202345 -0.00265105 0.00424124 0.0102164 -0.00377317 -0.00198153 0.00408024 0.0138282 -0.003146 0.00861604 0.0034554 1.31835e-05 0.000297997 0.000907904 0.000759471 2.82502e-05 -0.000757233 -0.00132967 -0.00275793 -0.00794294 0.000275918 0.00581869 0.00958456 internal_weight=1.32576e+06 20754 19322 1432 1412 1338 823 12044 1607 225 135 1382 7278 289 141 1318 74 682 1.305e+06 114596 35141 34110 79455 19047 14276 5967 622 60408 1031 518 internal_count=1325757 20754 19322 1432 1412 1338 823 12044 1607 225 135 1382 7278 289 141 1318 74 682 1305003 114596 35141 34110 79455 19047 14276 5967 622 60408 1031 518 is_linear=0 shrinkage=0.05 Tree=237 num_leaves=31 num_cat=2 split_feature=55 92 79 52 65 63 23 31 31 76 11 28 109 35 136 10 16 21 27 26 52 20 29 68 120 103 60 134 109 136 split_gain=3.48559 5.86427 5.26184 5.12241 8.29072 8.02586 6.36369 6.32299 8.44223 6.04897 6.12936 5.78924 6.44362 5.82789 5.45917 5.95451 4.94119 4.61804 4.66256 5.46439 4.69828 4.51599 5.68053 4.90634 4.27568 3.98515 6.10498 6.98059 4.34999 9.6297 threshold=26.505000114440922 0.82348772883415233 49.850000381469734 36.604999542236335 37.07500076293946 0.75260597467422496 8.555000305175783 1017.2500000000001 1012.3500061035157 7.5350000858306894 1.0000000180025095e-35 1014.7500000000001 0.44221685826778417 16.750000000000004 0 11.84999990463257 12.50999975204468 9.0250000953674334 317.50000000000006 285.50000000000006 24.445000648498539 5.8550000190734872 1013.7500000000001 286.94515991210943 0.93663650751113903 -0.9052617847919463 0.40038217604160314 1017.0499877929689 0.14945144951343539 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=2 3 25 4 5 9 -6 8 -8 10 -2 12 -12 -14 -10 16 17 18 19 -16 -21 22 23 -7 -4 26 -1 -28 29 -27 right_child=1 -3 24 -5 6 21 7 -9 14 -11 11 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 28 27 -29 -30 -31 leaf_value=-0.0016072333072714388 -0.0082750362549676142 0.0015251368029846613 0.0015158617679140057 -2.7048651592624897e-05 -0.0009650429268917844 -0.004678290727878771 -0.0017925293154297647 -0.0016244721689351032 -0.0023305826139980008 -0.00053080967537744454 -0.00099939051282771645 -0.0013482343981357807 -0.0071360802383186768 -0.021330359126958583 -0.003813135316643942 0.0011183488699316514 -0.0053931371388531227 -0.024511605522057677 0.0031845224133237853 -0.02120535431334495 -0.0065667269062506016 0.0002577840566187694 0.00084679531677725863 -0.022132500540957015 -0.018800394426887999 1.7427303170365495e-06 5.9649971492362167e-05 0.019372198552368804 -3.7370396893021992e-06 0.0008822081107099965 leaf_weight=9407 453 4381 6568 57987 6146 93 854 2148 303 8316 362 3761 368 90 96 96 198 97 43 220 73 23265 168 71 26 94006 10470 47 1049277 46367 leaf_count=9407 453 4381 6568 57987 6146 93 854 2148 303 8316 362 3761 368 90 96 96 198 97 43 220 73 23265 168 71 26 94006 10470 47 1049277 46367 internal_value=2.8305e-06 -0.000267248 2.71673e-05 -0.000341885 -0.000728502 -0.000379137 -0.00198487 -0.00350326 -0.00554145 -0.00135888 -0.00272684 -0.00217819 -0.00598486 -0.00992535 -0.00838477 -0.0104583 -0.0121309 -0.0146527 -0.0124391 -0.0141661 -0.0175582 0.000175154 -0.00561514 -0.0122347 0.00143576 1.94884e-05 -0.000681802 0.000145957 3.12334e-05 0.000292635 internal_weight=1.32576e+06 109589 1.21617e+06 105208 47221 36947 10274 4128 1980 13350 5034 4581 820 458 1126 823 727 529 432 389 293 23597 332 164 6594 1.20957e+06 19924 10517 1.18965e+06 140373 internal_count=1325757 109589 1216168 105208 47221 36947 10274 4128 1980 13350 5034 4581 820 458 1126 823 727 529 432 389 293 23597 332 164 6594 1209574 19924 10517 1189650 140373 cat_boundaries=0 1 2 cat_threshold=5248 2224 is_linear=0 shrinkage=0.05 Tree=238 num_leaves=31 num_cat=1 split_feature=89 136 64 55 70 72 2 115 86 31 75 70 55 52 22 39 58 79 75 31 58 111 87 85 80 126 123 117 86 41 split_gain=3.3435 5.10098 4.03817 5.79239 5.70367 4.76598 6.01018 4.35244 4.01552 3.77319 3.68181 6.37497 4.73097 7.88932 5.40018 4.97635 4.84403 4.63927 4.41954 4.92527 3.94379 4.05608 4.40852 4.15756 3.879 4.27665 4.81043 5.42043 4.43649 8.34599 threshold=0.52478063106536876 0 0.59499999880790722 0.58499997854232799 315.54579162597662 0.41951547563076025 308.50000000000006 -0.67556449770927418 0.8331114947795869 1025.6499633789065 0.77273929119110119 328.57026672363287 1.9149999618530276 1.9950000047683718 6.9249999523162851 13.550000190734865 327.58580017089849 27.064999580383304 0.67172217369079601 1023.2500000000001 188.75977325439456 0.38258123397827154 0.89529925584793102 0.89071595668792736 275.33657836914068 0.026175950653851036 -0.0087262028828264497 0.62249094247818004 0.82390448451042186 11.150000095367433 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 4 5 8 6 -4 -8 -3 10 18 12 16 14 15 -14 -12 -15 19 24 -20 -22 23 -23 -5 -26 27 -27 29 -29 right_child=1 2 3 9 -6 -7 7 -9 -10 -11 11 -13 13 17 -16 -17 -18 -19 20 -21 21 22 -24 -25 25 26 -28 28 -30 -31 leaf_value=9.6687407805215288e-06 0.00046480097618612832 -0.0080534709673408273 0.003407406414858997 0.00054342748566255246 -0.021247097876938906 0.00095932496151848084 0.041688393210263359 0.0097956443228758884 0.001356126306150645 0.011901594036316965 -0.0096642580331128373 0.0038519173792147705 0.021527648996007408 -0.0040353615439867241 -0.0063442010037108977 -0.003805940947495401 -0.033952217244289144 -0.01615867357139467 -0.0036413743306420807 -0.025434627424439662 -0.0043807252607075504 0.0060466714390899215 -0.0070675560722834084 0.022968916354584507 -0.008174569205160272 -0.0069245340722103952 0.006164318975581745 0.01257114424261936 -0.0024089127162079567 -0.015275219425230342 leaf_weight=1315590 4092 279 75 886 55 600 23 20 191 48 307 177 63 293 53 28 22 108 246 23 120 392 58 40 384 579 152 129 690 34 leaf_count=1315590 4092 279 75 886 55 600 23 20 191 48 307 177 63 293 53 28 22 108 246 23 120 392 58 40 384 579 152 129 690 34 internal_value=2.68843e-06 -0.000900551 -0.001818 -0.00142451 -0.00601236 0.00276587 0.0119517 0.0268546 -0.00422957 -0.00204717 -0.00218712 -0.00480129 -0.00655371 -0.00369553 0.00634328 0.0137327 -0.0112884 -0.00730049 -0.00145112 -0.00238954 0.00170288 0.00385811 0.00587578 0.00761355 -0.00220382 -0.00344065 -0.00229303 -0.00319074 -0.000656307 0.0067627 internal_weight=1.32576e+06 10167 6075 5550 525 718 118 43 470 4832 4784 1051 874 545 144 91 329 401 3733 2877 856 610 490 432 2854 1968 1584 1432 853 163 internal_count=1325757 10167 6075 5550 525 718 118 43 470 4832 4784 1051 874 545 144 91 329 401 3733 2877 856 610 490 432 2854 1968 1584 1432 853 163 cat_boundaries=0 1 cat_threshold=3265 is_linear=0 shrinkage=0.05 Tree=239 num_leaves=31 num_cat=2 split_feature=54 64 17 75 136 8 10 125 85 16 136 107 106 20 80 35 36 53 74 12 92 84 32 17 12 117 56 93 27 68 split_gain=3.41215 8.81508 11.5791 9.17083 9.56755 9.14298 11.7457 9.24914 10.4756 8.92134 8.0933 7.98565 7.83898 7.60457 7.23825 7.21595 7.1816 7.04563 6.95943 9.64789 7.377 6.84606 6.73606 10.0047 10.1179 9.74015 20.0897 9.57391 8.44625 8.10162 threshold=3.9850000143051152 2.5249999761581425 6.9049999713897714 0.71400201320648204 0 8.2500000000000018 9.0500001907348651 0.9238443672657014 0.86838448047637951 13.344999790191652 1 -0.6982358694076537 -0.8415120244026183 6.555000066757203 351.19345092773443 7.7500000000000009 13.34999990463257 1.9249999523162844 0.45746889710426336 2.9650000333786015 -0.48718407750129694 0.8084903657436372 10.150000095367433 13.344999790191652 1.2849999666213991 -0.25037047266960138 252.5153503417969 0.28077811002731329 301.50000000000006 317.16497802734381 decision_type=2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 -1 12 9 10 13 15 18 17 21 -5 -8 -6 -9 -13 -7 -4 -20 -21 -3 -2 24 -24 27 -27 -25 -28 -26 right_child=22 2 5 4 14 6 7 8 -10 -11 -12 16 -14 -15 -16 -17 -18 -19 19 20 -22 -23 23 25 29 26 28 -29 -30 -31 leaf_value=1.0647840320819723e-05 0.00043049315004667062 0.0060262832810896155 -0.0016551411505780272 0.0033983468637318877 -0.0014813277440774725 0.0053242140196150915 -0.00038961023599138136 -0.0083071979486261643 7.0517514778382914e-05 0.0015551430579728619 0.0010688015413414641 0.0018055670416598892 -0.00045822481962271298 0.0014500030801457816 -0.01375177501939422 0.004941673541576712 0.00582820554778396 0.0018794118912278238 -7.7551138894703142e-05 0.011961561314808205 0.0024201625868675259 0.00037184339589096618 -0.0019471636662665255 -0.00039112394117404316 -0.00024936897800184984 0.0029397444619632188 -0.00013269644442163355 -0.0041735917412509416 0.00084312351176029667 -0.0014219861017116533 leaf_weight=739894 47938 584 6966 1890 17859 2564 27068 107 2837 8512 11528 2576 4351 7089 121 2601 1949 3525 94716 250 1068 6420 10740 42195 150751 6956 72734 1742 31901 16325 leaf_count=739894 47938 584 6966 1890 17859 2564 27068 107 2837 8512 11528 2576 4351 7089 121 2601 1949 3525 94716 250 1068 6420 10740 42195 150751 6956 72734 1742 31901 16325 internal_value=2.55418e-06 5.35201e-05 0.000367931 -2.06927e-05 -0.000978071 0.00026324 0.000776455 0.000299672 0.00219377 -5.60884e-07 0.00185094 0.00190102 0.000708549 -7.81386e-06 -0.00156303 0.00441818 0.00353819 0.00332451 -0.000129125 -1.84332e-05 0.00422999 0.000843316 -0.000123694 -0.000203391 -0.000459571 8.95011e-05 0.000337785 -0.00054109 0.00016481 -0.000363945 internal_weight=1.32576e+06 944475 180360 764115 24221 168831 57319 39702 5545 111512 17617 11529 6241 34157 17980 2708 4525 6089 103000 96034 1318 7004 381282 333344 177816 155528 111591 43937 104635 167076 internal_count=1325757 944475 180360 764115 24221 168831 57319 39702 5545 111512 17617 11529 6241 34157 17980 2708 4525 6089 103000 96034 1318 7004 381282 333344 177816 155528 111591 43937 104635 167076 cat_boundaries=0 1 2 cat_threshold=4865 1317 is_linear=0 shrinkage=0.05 Tree=240 num_leaves=31 num_cat=2 split_feature=93 61 92 60 69 94 53 34 52 94 75 115 11 108 35 0 52 116 64 64 79 136 79 82 53 67 135 11 136 14 split_gain=4.01364 13.9012 10.5173 11.3736 8.46122 8.21519 9.34881 8.99727 7.69099 7.96152 7.42041 7.00319 6.92586 6.90352 10.5458 10.8777 7.81989 6.84783 6.83919 6.74393 6.7189 6.50367 6.88845 7.40338 7.16089 8.79925 6.35433 6.33373 6.05999 6.04608 threshold=-0.56479567289352406 0.28358444571495062 -0.81469601392745961 0.29351943731307989 199.58335113525393 -0.6561426818370818 1.3650000095367434 12.449999809265138 1.185000002384186 0.65512874722480785 0.69921576976776134 -0.36648726463317866 12.650000095367433 -0.5897192358970641 14.34999990463257 177.50000000000003 1.0950000286102297 0.82409480214118969 0.7150000035762788 45.784999847412116 22.445000648498539 0 2.7949999570846562 264.56411743164068 4.4349999427795419 7.3250000476837167 1017.9500122070314 8.7500000000000018 1 1.4950000047683718 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 1 2 left_child=1 11 3 4 -2 7 10 21 -5 -10 17 -1 -13 14 15 20 -16 -7 -8 -6 -4 26 -23 24 -24 -26 -3 -19 -9 -30 right_child=2 5 13 8 19 6 18 28 9 -11 -12 12 -14 -15 16 -17 -18 27 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31 leaf_value=0.0016350904336335334 -0.0053448642720257929 0.001988041200873735 -0.0022756444161217138 3.06294553468247e-05 0.00098620697063107952 0.0010592158638555048 -0.0034748268025434192 -0.00095701377619691365 -0.0018955621595477625 -0.0063287304275452278 -0.00077565124199293267 -0.0018668048633211729 0.0056871771136113329 8.9200000906031224e-06 -0.0071889945104910138 0.0004560533160338402 0.0017132854799516398 0.0023018742772403559 -0.00071168030980499222 0.028104124963283541 -0.0001743340114785919 -0.0015868183635763097 0.0019715078632784838 0.00060579692960373451 0.018689283119811696 0.0044017258789917487 0.015339851103102167 0.011116304568990711 0.00049256978709308721 -0.00037651447821585097 leaf_weight=21467 553 9017 14844 5080 7187 7986 2388 13493 13485 1095 5898 2573 344 1054707 259 7888 5187 518 35994 23 5115 3266 1143 18690 163 318 90 336 55894 31173 leaf_count=21467 553 9017 14844 5080 7187 7986 2388 13493 13485 1095 5898 2573 344 1054707 259 7888 5187 518 35994 23 5115 3266 1143 18690 163 318 90 336 55894 31173 internal_value=-2.22272e-08 0.00020009 -3.7832e-05 -0.0010049 0.000615555 5.32046e-05 -0.000472563 0.000262806 -0.00164476 -0.00222851 0.00059788 0.00132274 -0.000975968 -1.3457e-05 -0.000722349 -0.00111588 0.00128991 0.00151429 -0.000883594 0.00107271 -0.00173713 0.000983452 0.00054427 0.000887166 0.00412533 0.00924346 0.00211767 0.00576985 2.85606e-05 0.000181387 internal_weight=1.32617e+06 210751 1.11542e+06 27423 7763 186367 53120 133247 19660 14580 14738 24384 2917 1.088e+06 33293 27847 5446 8840 38382 7210 19959 32687 23580 20314 1624 481 9107 854 100560 87067 internal_count=1326174 210751 1115423 27423 7763 186367 53120 133247 19660 14580 14738 24384 2917 1088000 33293 27847 5446 8840 38382 7210 19959 32687 23580 20314 1624 481 9107 854 100560 87067 cat_boundaries=0 1 2 cat_threshold=6944 4246 is_linear=0 shrinkage=0.05 Tree=241 num_leaves=31 num_cat=2 split_feature=74 61 88 14 93 61 92 60 69 12 95 136 13 120 88 60 60 109 52 108 35 0 52 64 126 33 136 86 75 104 split_gain=3.9201 4.66835 3.78143 4.18073 3.78725 12.103 9.48689 10.1825 7.64446 7.14738 7.99088 10.8333 12.7731 7.94039 7.66076 8.72781 6.98817 6.97045 6.84449 6.60752 9.56245 9.78101 7.39335 6.5696 6.55345 6.34658 7.90023 12.329 10.4495 9.02796 threshold=0.93315312266349804 0.84873706102371227 0.92272827029228222 3.4850000143051152 -0.56479567289352406 0.2863528728485108 -0.81469601392745961 0.29351943731307989 199.58335113525393 2.5649999380111699 0.45594924688339239 0 1.8149999976158144 -0.88697704672813404 -0.97334420680999745 0.68415114283561718 0.42104910314083105 0.95118892192840587 1.185000002384186 -0.5897192358970641 14.34999990463257 177.50000000000003 1.0549999475479128 45.784999847412116 0.99353402853012096 12.750000000000002 1 0.8289090394973756 0.64402922987937938 -0.12853988260030744 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 -2 4 -4 5 -1 7 8 -6 10 14 12 24 -11 16 25 -7 -15 -9 20 21 -8 -22 -10 -12 26 29 -28 -29 -16 right_child=1 -3 3 -5 6 9 19 18 23 13 11 -13 -14 17 15 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.0012361201216722901 -0.0021834716508727899 0.00024621219819258273 -0.0020274049720334741 0.017390762495675258 -0.0050776210378297186 -0.0023453170653268273 -0.0016652181886742017 2.96763432352561e-05 0.00093898287375065504 0.010278238769686919 0.0038955872101438015 -0.0023460500648071619 -0.0052182652135402295 0.0010992580426351156 0.00041477637175740963 -0.00084002866478196173 0.00074419284165557658 0.01533689518317302 -0.00210444620571807 1.9014656689319816e-05 -0.0075220757595452908 0.00041929132662228263 0.0016212760847062282 0.028303787662563001 0.028335904130446062 7.890152699925082e-05 0.0035923181086416761 0.0030162677427158233 -0.00039957453147514838 -0.0056302490066487219 leaf_weight=25081 4446 3560 2761 28 553 5868 19832 5067 7181 253 1343 7066 462 7231 23931 19300 2660 87 14532 1045912 231 7857 5154 22 28 99153 5548 3264 7129 634 leaf_count=25081 4446 3560 2761 28 553 5868 19832 5067 7181 253 1343 7066 462 7231 23931 19300 2660 87 14532 1045912 231 7857 5154 22 28 99153 5548 3264 7129 634 internal_value=-2.14775e-08 -0.00110307 6.67799e-06 -0.00183246 1.05775e-05 0.000205759 -2.63011e-05 -0.000945854 0.000587622 6.52776e-05 7.07765e-07 -0.0014593 0.00196112 0.0015696 7.82816e-05 0.000156606 -0.00138166 0.00126852 -0.0015527 -2.9881e-06 -0.00069879 -0.00107372 0.00122905 0.00102256 0.00439473 0.000294335 0.000821684 0.00168809 0.000673196 0.000258655 internal_weight=1.32617e+06 8006 1.31817e+06 2789 1.31538e+06 209038 1.10634e+06 27355 7756 183957 176386 8899 1833 7571 167487 158959 8528 7318 19599 1.07899e+06 33074 27689 5385 7203 1371 139659 40506 15941 10393 24565 internal_count=1326174 8006 1318168 2789 1315379 209038 1106341 27355 7756 183957 176386 8899 1833 7571 167487 158959 8528 7318 19599 1078986 33074 27689 5385 7203 1371 139659 40506 15941 10393 24565 cat_boundaries=0 1 2 cat_threshold=2560 214 is_linear=0 shrinkage=0.05 Tree=242 num_leaves=31 num_cat=2 split_feature=39 83 136 4 35 33 118 22 69 39 121 31 123 93 52 124 12 63 9 92 31 63 71 30 60 69 23 64 53 136 split_gain=3.57141 9.40977 9.95622 7.64404 7.00116 7.14476 6.52661 6.09232 10.1102 5.39777 4.94845 5.07108 4.70997 4.6951 6.36668 4.33749 4.19478 4.77164 4.7018 4.30831 4.10382 4.59319 3.98577 9.27332 10.9441 8.6242 7.88991 10.813 15.017 10.2812 threshold=9.3499999046325701 301.07196044921881 0 14.34999990463257 11.550000190734865 8.2500000000000018 0.56638467311859142 6.1849999427795419 312.04423522949224 6.8500001430511483 -0.91702514886856068 1015.5499877929689 -0.16504132002592084 -0.73462030291557301 9.2150001525878924 0.83385404944419872 3.4550000429153447 0.69283708930015575 16.849999427795414 0.78704518079757702 1016.4500122070314 0.31485576927661901 291.40100097656256 1022.4500122070314 0.31068573892116552 295.15919494628912 5.7249999046325692 0.87500000000000011 0.69499999284744274 1 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 1 left_child=1 -1 4 6 5 20 10 -6 -9 -7 -4 -12 13 -8 16 -13 17 19 -18 -15 21 -3 25 26 -25 -2 27 29 -29 -24 right_child=22 2 3 -5 7 9 12 8 -10 -11 11 15 -14 14 -16 -17 18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=0.00018430601764880125 -3.8756400816166093e-06 0.014066128396486813 0.014098436459032603 0.004084802192041285 0.007160525845834426 -0.01232558662532522 -0.0037438339672541104 0.0033152694707717493 -0.02249909775222049 -0.0019885261542746213 0.0015977526066804798 -0.0032525664137907553 0.00029646564597407213 -0.012419526198428879 -0.00039700490009753086 -0.013084455462678042 -0.012589345295314811 -0.034397800775865711 0.013861978592883266 -0.02846667851857922 6.8299557669914365e-06 0.0024554831723445718 -0.0035815723209206857 0.0041651786192745122 0.00070386263621537452 -0.00069091585932130081 -2.8181338882053861e-05 0.0034702016691830467 0.00060567829397209375 0.0007782477413661071 leaf_weight=17084 935633 113 43 224 463 129 266 148 51 6006 326 355 143 461 109 164 42 30 28 46 1765 346 2587 2472 29979 48021 244571 5543 26207 2819 leaf_count=17084 935633 113 43 224 463 129 266 148 51 6006 326 355 143 461 109 164 42 30 28 46 1765 346 2587 2472 29979 48021 244571 5543 26207 2819 internal_value=-2.12891e-08 -0.000555265 -0.00167756 -0.00465624 -0.000932724 -0.00132575 -0.00565205 0.00401591 -0.00330047 -0.00220588 -0.00244754 -0.00328952 -0.00818147 -0.00941604 -0.0115233 -0.00635937 -0.0135213 -0.015022 -0.00200882 -0.0138755 0.00110212 0.00531388 1.21041e-05 0.000167146 0.000967533 -3.74163e-05 7.49531e-05 0.000753813 0.00110577 -0.0013133 internal_weight=1.32617e+06 28342 11258 2237 9021 8359 2013 662 199 6135 888 845 1125 982 716 519 607 537 70 507 2224 459 1.29783e+06 314178 32451 983654 281727 37156 31750 5406 internal_count=1326174 28342 11258 2237 9021 8359 2013 662 199 6135 888 845 1125 982 716 519 607 537 70 507 2224 459 1297832 314178 32451 983654 281727 37156 31750 5406 cat_boundaries=0 1 2 cat_threshold=128 1872 is_linear=0 shrinkage=0.05 Tree=243 num_leaves=31 num_cat=0 split_feature=74 61 65 52 88 14 85 52 57 8 25 66 93 61 103 31 60 19 19 21 65 19 79 6 60 33 53 53 56 72 split_gain=3.53644 4.20144 3.53892 4.2028 3.43013 3.7672 3.53333 5.47092 6.92014 4.85991 4.53456 3.89114 3.48344 14.0106 8.92975 7.9252 7.22933 8.48193 10.5881 11.2988 7.66639 8.15141 11.9132 8.46116 7.64363 7.84113 7.05618 6.91849 7.02075 6.58339 threshold=0.93315312266349804 0.84873706102371227 23.744999885559086 16.625000000000004 0.92272827029228222 3.4850000143051152 0.89423665404319774 0.11499999836087228 135.47791290283206 10.150000095367433 269.50000000000006 1.2549999952316286 -0.35634955763816828 0.29434843361377722 0.055938152596354491 1021.7500000000001 0.6782917082309724 9.5450000762939471 15.405000209808351 7.0950000286102304 20.285000801086429 7.4149999618530282 2.304999947547913 7.4500000476837167 0.40666110813617712 13.050000190734865 0.18500000238418582 1.294999957084656 250.1213073730469 0.597210854291916 decision_type=2 2 2 2 2 2 2 2 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 -4 12 6 7 8 10 -9 -6 -11 13 15 -14 26 17 20 19 -19 21 22 -15 -23 -20 -26 29 -24 -29 -1 right_child=1 -3 3 -5 5 -7 -8 9 -10 11 -12 -13 14 16 -16 -17 -18 18 24 -21 -22 23 27 -25 25 -27 -28 28 -30 -31 leaf_value=0.0065088799511219932 -0.00029253356254614794 0.00023232667568939518 -0.0046311732509629272 -0.00051998247252597787 -0.019461792241781951 0.016502476516844972 -0.0068358440013576507 -0.0032266571928647406 0.014292506645155004 -0.0067374302675396363 0.0075963341568907111 0.0043027958127691652 -0.00051797878223499812 -0.0050491090483100074 1.3449968503152376e-05 0.0047049798687002712 -0.00078916370525716935 0.0010819562930659743 -0.0019476695076677262 -7.2928866849965076e-05 0.0023136853947929902 -0.00038467038296049224 0.0015825910231858681 -0.0019443926228727114 0.0019855245298083563 -0.0006625614234832838 0.00076902085596456413 0.00040251480733236294 -0.0023473719489383524 0.00054032425595876559 leaf_weight=1065 1715 3560 1774 957 32 28 324 1730 117 98 30 430 86000 982 977822 1460 24153 56240 7012 33971 2791 40225 10090 11093 3880 10001 32177 12764 2837 816 leaf_count=1065 1715 3560 1774 957 32 28 324 1730 117 98 30 430 86000 982 977822 1460 24153 56240 7012 33971 2791 40225 10090 11093 3880 10001 32177 12764 2837 816 internal_value=-2.12806e-08 -0.00104771 -0.00207265 -0.00319053 6.34192e-06 -0.00174528 -0.00193034 -0.00127815 0.00713596 -0.00194517 -0.00636915 0.00225366 1.00559e-05 0.000177382 -2.9511e-05 0.00109767 2.60827e-05 0.000128699 0.000412157 0.000647058 -0.000261156 -0.0003533 0.000355728 -0.000721823 -0.000602092 7.76283e-05 0.000943028 0.000562319 -9.75447e-05 0.00391965 internal_weight=1.32617e+06 8006 4446 2731 1.31817e+06 2789 2761 2437 179 2258 62 528 1.31538e+06 251557 1.06382e+06 35518 216039 191886 111104 90211 80782 77991 26673 51318 20893 13881 34058 25691 15601 1881 internal_count=1326174 8006 4446 2731 1318168 2789 2761 2437 179 2258 62 528 1315379 251557 1063822 35518 216039 191886 111104 90211 80782 77991 26673 51318 20893 13881 34058 25691 15601 1881 is_linear=0 shrinkage=0.05 Tree=244 num_leaves=31 num_cat=2 split_feature=39 36 84 109 53 28 5 3 39 31 15 0 38 31 136 70 94 26 97 38 99 126 34 84 16 95 94 136 92 71 split_gain=3.28171 6.47364 6.00757 5.79624 7.03705 10.8803 8.92477 10.1469 7.71244 7.14249 7.00956 6.93523 6.57479 6.54513 6.27672 6.61437 7.18746 6.24781 6.40382 6.59082 6.26454 6.04363 5.91205 12.3101 6.66461 6.24759 6.89884 6.24515 5.8475 5.74241 threshold=13.150000095367433 13.34999990463257 0.70383042097091686 -0.091759592294692979 0.064999999478459372 1012.5499877929689 6.2500000000000009 236.50000000000003 17.250000000000004 1011.5499877929689 0.83499997854232799 242.50000000000003 18.849999427795414 1010.6499938964845 0 291.85684204101568 -0.38222022354602808 248.50000000000003 -0.93241026997566212 14.150000095367433 -0.88326573371887196 0.2503704726696015 12.84999990463257 0.79267975687980663 6.4600000381469735 -0.93678680062293995 0.52634719014167797 1 -0.76505294442176808 261.45733642578131 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 1 2 2 left_child=1 -1 -3 4 5 9 7 -7 -8 10 -2 -9 17 14 15 16 -6 -12 19 -19 -20 -11 23 -5 -25 26 28 -26 -24 -30 right_child=3 2 -4 22 13 6 8 11 -10 21 12 -13 -14 -15 -16 -17 -18 18 20 -21 -22 -23 25 24 27 -27 -28 -29 29 -31 leaf_value=-5.6849038832954739e-05 -0.0081430694893002507 3.1631958158808137e-05 -0.0016519833993320595 3.7057148455850885e-05 0.011061726523499283 0.00025824262883287629 -0.0066160298848094851 0.0065321634493249224 0.0084627107969184115 -0.004938643074400121 -0.011715347213404519 0.015320939565290828 0.020965061977244261 0.00062138057383168783 -0.0011969755715009736 -0.0061776865283217361 0.0017377417519626303 0.0211745344015748 0.020669171791139647 0.00074484487128428564 -0.0094511801820425772 0.017646962308114574 -0.00012654546645721014 0.0042248008216395237 -8.6385643150073353e-05 -2.5928171827248406e-08 -0.0034896928815774751 0.0013577043634476491 -0.0028285971806892309 -0.00057359778999358456 leaf_weight=551464 125 9205 12485 110589 262 333 234 502 133 665 63 406 57 53915 9385 196 979 43 97 482 21 31 32142 1613 10536 490270 1988 25900 4513 7540 leaf_count=551464 125 9205 12485 110589 262 333 234 502 133 665 63 406 57 53915 9385 196 979 43 97 482 21 31 32142 1613 10536 490270 1988 25900 4513 7540 internal_value=-2.02168e-08 -9.01748e-05 -0.000937475 6.86001e-05 0.000509141 0.00280097 0.00569828 0.00772397 -0.00115153 -0.000140233 0.00283222 0.0104619 0.00463027 0.000396137 -0.00072602 0.00234181 0.00370622 0.00331146 0.00478376 0.00241813 0.0153088 -0.00393268 2.4919e-05 0.000303959 0.00107971 -5.23961e-05 -0.000608348 0.000940474 -0.000478738 -0.00141794 internal_weight=1.32617e+06 573154 21690 753020 67929 3192 1608 1241 367 1584 888 908 763 64737 10822 1437 1241 706 643 525 118 696 685091 148638 38049 536453 46183 36436 44195 12053 internal_count=1326174 573154 21690 753020 67929 3192 1608 1241 367 1584 888 908 763 64737 10822 1437 1241 706 643 525 118 696 685091 148638 38049 536453 46183 36436 44195 12053 cat_boundaries=0 1 2 cat_threshold=5189 1126 is_linear=0 shrinkage=0.05 Tree=245 num_leaves=31 num_cat=1 split_feature=89 19 127 93 2 31 35 99 10 24 5 1 54 100 17 90 53 5 17 5 94 104 79 79 26 136 66 66 56 72 split_gain=3.91678 6.15061 6.48217 8.61582 6.47803 7.35765 6.95485 6.48972 7.35286 6.18251 5.87382 5.09316 4.92148 4.89229 4.88215 4.85362 4.67133 6.21856 5.53071 5.20551 4.62716 5.00972 4.56242 4.46436 7.06071 6.1179 5.78783 5.57609 5.38635 5.08315 threshold=1.0000000180025095e-35 6.4600000381469735 0.96359375119209301 -0.51446658372879017 315.50000000000006 1017.5499877929689 8.5500001907348651 -0.43667908012866968 3.4500000476837163 75.500000000000014 9.4499998092651385 337.50000000000006 2.7549999952316289 0.44317875802516943 8.0099999904632586 0.41219356656074529 4.055000066757203 13.550000190734865 10.405000209808351 10.84999990463257 0.69678467512130748 -0.68358495831489552 11.175000190734865 29.795000076293949 331.50000000000006 0 0.62500000000000011 11.454999923706056 200.09995269775393 0.60027354955673229 decision_type=2 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 4 3 16 7 6 -6 8 -2 -5 14 -11 -12 -7 -8 -4 23 18 -18 20 22 -22 -20 -3 25 27 -27 -25 -26 -30 right_child=1 2 15 9 5 13 10 -9 -10 11 12 -13 -14 -15 -16 -17 17 -19 19 -21 21 -23 -24 24 28 26 -28 -29 29 -31 leaf_value=1.2094055389342933e-05 0.0056176344882999741 -0.00023586316794544033 0.0008390732899431401 0.012762441863664068 0.032044887485448273 0.0031170366841319023 0.0056523194019228963 -0.0054254393652032884 -0.00089872852891241094 -0.0032304612868073604 0.014102545116368806 0.0015637770056675681 0.0010018057603274986 -0.0080324548923979607 -0.002940940886441314 0.0073043541753532396 -0.0030525658493226935 0.01823135182959959 -0.00095348899013368181 0.015364181981695927 -0.0032838808981203796 -0.023341819038614632 0.0037391609094897527 0.012923017653210604 0.0012327517848461868 0.02128657279536128 -0.0029805266759978188 -0.0011309789588460617 0.044819027185440063 0.01309571176451365 leaf_weight=1283100 615 18920 2790 65 25 217 508 479 1462 5423 267 617 98 180 245 324 3600 40 4774 51 101 45 581 188 32 26 447 113 23 28 leaf_count=1283100 615 18920 2790 65 25 217 508 479 1462 5423 267 617 98 180 245 324 3600 40 4774 51 101 45 581 188 32 26 447 113 23 28 internal_value=-3.50942e-06 -0.000476994 -0.00067449 -0.000868593 0.00136431 0.00392603 0.00596284 -0.00017914 0.00103077 -0.00257566 0.00537961 -0.00274072 0.0105851 -0.00193815 0.00285637 0.00151176 -0.000508842 -0.00144016 -0.00152614 -0.00053638 -0.000683795 -0.00946612 -0.000444352 -7.59814e-05 0.00345373 0.00196755 -0.00161251 0.00740105 0.0173128 0.0274023 internal_weight=1.32538e+06 42284 38188 35074 4096 1540 1143 2556 2077 6105 1118 6040 365 397 753 3114 28969 9192 9152 5552 5501 146 5355 19777 857 774 473 301 83 51 internal_count=1325384 42284 38188 35074 4096 1540 1143 2556 2077 6105 1118 6040 365 397 753 3114 28969 9192 9152 5552 5501 146 5355 19777 857 774 473 301 83 51 cat_boundaries=0 1 cat_threshold=1094 is_linear=0 shrinkage=0.05 Tree=246 num_leaves=31 num_cat=1 split_feature=89 31 53 94 105 127 136 53 114 92 23 64 85 73 82 75 31 26 93 20 82 8 12 23 65 56 69 2 121 89 split_gain=3.53489 5.71658 5.94081 7.49129 6.69143 6.17716 7.69962 6.25447 6.12632 6.07866 7.06019 6.3462 6.80994 6.11528 5.70545 9.07216 5.24173 5.04823 4.83498 5.14525 4.6272 7.05928 5.87333 5.58955 6.18623 6.49253 5.60171 4.85308 4.7202 5.44488 threshold=1.0000000180025095e-35 1025.549987792969 0.034999999217689044 0.12705381959676745 -0.64482313394546498 0.52247866988182079 0 4.7049999237060556 -0.99353402853012074 -0.21263441443443296 6.2249999046325692 4.3650000095367441 0.89579904079437267 0.29871323704719549 249.87410736083987 0.55677777528762828 1013.1499938964845 326.50000000000006 -0.53924256563186634 6.3150000572204599 327.24205017089849 17.750000000000004 2.8449999094009404 5.5050001144409189 17.695000648498539 287.04963684082037 343.57843017578131 313.50000000000006 -0.63605400919914235 0.64214324951171886 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 14 5 16 18 8 -8 -7 10 13 12 -11 -6 -2 -16 -5 -18 19 -4 21 22 -10 27 25 26 -25 -22 29 -29 right_child=1 -3 3 4 9 6 7 -9 20 11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 23 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=1.1489351544734649e-05 -0.0070077970224831782 0.0067455094112431717 0.00041616536106794071 -0.0061782656303543326 -0.010348785887994193 0.013646662935969375 0.00020832642538432713 -0.0027496461391320918 0.001004458569153578 -0.0033325100605013157 -0.0032651533537207339 0.00057957444518905307 -0.015824745288669211 0.0065253179477699061 0.019182040853305691 0.0014617929188669202 -0.0026515758221320853 0.0080463821091689182 -0.0030631142463092265 -0.0014340860669136235 -0.00066825560586271338 0.025920488290388941 -0.0093624969172690607 0.0013730616839730829 0.012838483362075404 -0.0086598619831784168 0.020495600898454831 0.033962895385709339 0.0087682891857781553 0.0039428465554247737 leaf_weight=1283100 70 274 6879 1186 58 105 7605 2336 5663 707 351 1049 129 723 124 173 2684 115 2282 8280 102 28 140 581 113 160 41 44 259 23 leaf_count=1283100 70 274 6879 1186 58 105 7605 2336 5663 707 351 1049 129 723 124 173 2684 115 2282 8280 102 28 140 581 113 160 41 44 259 23 internal_value=-3.33395e-06 -0.000453144 -0.000500096 -0.000555914 -0.00204755 -0.00025441 0.000417932 -0.000486268 0.0016546 -0.000271129 0.00262501 -0.00201035 -0.00526014 0.00527218 0.00583356 0.00886015 -0.00339245 -0.00221204 -0.000917462 -0.000594461 0.0014809 0.000875197 0.000754351 0.0041505 0.00190306 0.000322878 0.00263355 0.00885018 0.0118283 0.0236575 internal_weight=1.32538e+06 42284 42010 41643 7002 34641 17200 9941 7259 3017 1132 1885 836 781 367 297 3985 2799 17441 15159 7154 5831 5803 1323 895 782 622 428 326 67 internal_count=1325384 42284 42010 41643 7002 34641 17200 9941 7259 3017 1132 1885 836 781 367 297 3985 2799 17441 15159 7154 5831 5803 1323 895 782 622 428 326 67 cat_boundaries=0 1 cat_threshold=1492 is_linear=0 shrinkage=0.05 Tree=247 num_leaves=31 num_cat=0 split_feature=39 36 74 20 33 83 43 54 111 92 1 76 20 1 72 56 94 108 120 7 53 30 101 52 28 11 6 21 107 9 split_gain=3.37558 7.04222 9.09128 5.93634 5.82435 12.6237 9.92893 9.5189 7.09535 8.76647 8.22486 8.09788 6.35892 6.31401 5.97172 5.75758 6.16469 6.37521 6.31025 5.246 5.21386 5.20967 4.98751 4.89989 6.06999 4.87476 8.97162 7.20413 7.14765 5.67191 threshold=12.650000095367433 13.150000095367433 0.58465993404388439 9.1849999427795428 12.949999809265138 310.16224670410162 11.449999809265138 3.304999947547913 0.80098193883895885 -0.53822827339172352 202.50000000000003 3.435000061988831 5.4349999427795419 246.50000000000003 0.901493400335312 339.60906982421881 0.94278177618980419 0.9355444908142091 -0.71322327852249134 7.7500000000000009 0.50499999523162853 1009.3500061035157 -0.015150003600865601 0.55500000715255748 1013.3500061035157 11.250000000000002 8.7500000000000018 4.7349998950958261 -0.51531025767326344 7.3500001430511483 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 -4 5 22 7 8 14 11 20 -10 -8 -12 -7 21 -17 18 -18 -14 -11 -6 -2 -20 -25 27 -27 -13 -28 -29 right_child=4 2 3 -5 15 6 12 -9 9 10 13 25 19 -15 -16 16 17 -19 23 -21 -22 -23 -24 24 -26 26 28 29 -30 -31 leaf_value=-8.2630076494143512e-05 0.0009913987435030277 0.00013924603838373395 -0.003484898017806807 0.0016117401505496875 -0.00053779889160291577 0.0022044596934832693 -0.020183846116715084 0.00071527828919189154 -0.0094262112558891002 0.017295183663452986 -0.016929063126536123 0.037729544211179022 -0.0063866279894308035 0.0011139965940035437 -0.0044526223227394825 -0.0016734163051885234 0.0016509723360650244 0.0026873234221572754 -0.00035980427232773412 0.0070717506795240888 0.0053892326670133377 2.3673204737012532e-05 6.6001064676247031e-05 -0.041713631604062884 -0.016411180741020614 0.036750635058876678 0.0027290455612427236 0.0099714790931748898 0.025171040030890858 -0.0035301081445820708 leaf_weight=454824 15707 4889 4618 652 44537 6599 66 17797 52 109 51 20 340 984 355 1965 40 67 23 92 588 570829 199422 38 63 47 89 363 59 99 leaf_count=454824 15707 4889 4618 652 44537 6599 66 17797 52 109 51 20 340 984 355 1965 40 67 23 92 588 570829 199422 38 63 47 89 363 59 99 internal_value=-3.16725e-06 -0.000111711 -0.00141369 -0.00285435 5.54927e-05 0.000262948 0.00126741 0.00139545 0.00268117 0.00498849 0.00305244 0.00958827 -0.00572889 0.000224918 0.00186462 -2.60833e-05 -0.00258173 -0.0103083 -0.0156174 -0.00352049 0.00725114 -1.69632e-05 0.000133566 -0.0211879 -0.0259309 0.0110488 0.0177193 0.00835012 0.0116755 0.00707828 internal_weight=1.32538e+06 464983 10159 5270 860401 242839 27710 27212 9415 2461 1732 729 498 1035 6954 617562 2196 231 164 432 697 615366 215129 124 101 677 195 482 148 462 internal_count=1325384 464983 10159 5270 860401 242839 27710 27212 9415 2461 1732 729 498 1035 6954 617562 2196 231 164 432 697 615366 215129 124 101 677 195 482 148 462 is_linear=0 shrinkage=0.05 Tree=248 num_leaves=31 num_cat=0 split_feature=81 8 15 80 30 35 88 52 13 92 116 2 119 54 73 75 0 87 39 7 93 89 3 66 35 89 53 94 109 105 split_gain=3.45448 4.79516 4.94582 4.55788 6.51771 5.69657 5.7917 6.53912 5.09547 4.8215 4.42243 4.15983 3.89243 3.75121 6.9795 3.76125 3.64437 4.08974 3.59583 6.41517 3.95785 3.64295 3.89992 3.47867 3.44886 3.35905 5.7225 7.22764 7.06632 5.39634 threshold=351.49330139160162 11.34999990463257 2.0749999284744267 345.91271972656256 1017.5499877929689 12.150000095367433 -0.23756275326013562 1.0950000286102297 2.2150000333786015 0.73207014799118053 0.9980967938899995 352.50000000000006 0.9980967938899995 0.10500000044703485 0.69203400611877453 0.73158457875251781 6.5000000000000009 0.90626466274261486 9.7500000000000018 10.150000095367433 0.42690682411193853 -0.7355862259864806 340.50000000000006 40.385000228881843 11.449999809265138 1.0000000180025095e-35 0.034999999217689044 0.12705381959676745 0.9227779507637025 -0.64482313394546498 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=25 2 10 -4 5 6 23 24 -7 16 13 -12 -6 14 -2 -15 -10 -18 19 -3 -20 -21 -23 -5 -8 -1 -27 28 -28 -29 right_child=1 18 3 4 12 8 7 -9 9 -11 11 -13 -14 15 -16 -17 17 -19 20 21 -22 22 -24 -25 -26 26 27 29 -30 -31 leaf_value=1.5124879248198806e-05 -0.032159259170293809 -0.032527951272204522 1.687209340727266e-05 -0.0087907453645020735 -0.0034723078560824844 -0.022584147593722896 -0.027001064904034141 -0.010178126354834864 -0.028342255949974061 0.0030766060797973566 0.015157499386427496 -0.0086467700835783038 0.014339727702151453 -0.0031435303123933931 0.004504060436040163 0.0057748589304364509 -0.013465357788584448 0.011643080194683179 0.0093946148850660351 -0.016389979072140928 0.0006368141647867605 0.015862503647804262 -0.0050199924348616753 -0.030518718143658981 -0.056364559978246687 0.005881350750864392 -0.00029273800831908594 -0.0031490988218608519 0.0053206959958320994 -0.00030015198885428667 leaf_weight=1280680 27 20 283 150 248 39 20 28 24 136 78 24 35 399 25 168 55 23 158 33 703 36 59 21 20 355 34104 4038 570 2825 leaf_count=1280680 27 20 283 150 248 39 20 28 24 136 78 24 35 399 25 168 55 23 158 33 703 36 59 21 20 355 34104 4038 570 2825 internal_value=-3.00889e-06 -0.00175363 -0.00329821 -0.00543591 -0.00736724 -0.0107116 -0.0163674 -0.0287103 -0.0058317 -0.00308655 -9.01918e-05 0.00955649 -0.00126941 -0.00167979 -0.0145327 -0.000501045 -0.0113041 -0.00606159 0.00100641 -0.00619296 0.00224394 -0.00207812 0.00289337 -0.0114591 -0.0416828 7.13216e-07 -0.000439866 -0.000493891 -0.00020046 -0.00197639 internal_weight=1.32538e+06 2812 1803 1082 799 516 239 68 277 238 721 102 283 619 52 567 102 78 1009 148 861 128 95 171 40 1.32257e+06 41892 41537 34674 6863 internal_count=1325384 2812 1803 1082 799 516 239 68 277 238 721 102 283 619 52 567 102 78 1009 148 861 128 95 171 40 1322572 41892 41537 34674 6863 is_linear=0 shrinkage=0.05 Tree=249 num_leaves=31 num_cat=0 split_feature=39 14 107 112 104 31 108 39 1 86 54 52 98 96 52 132 56 57 73 64 23 66 54 56 58 57 28 33 76 105 split_gain=3.22684 8.0991 5.49754 4.81154 4.72059 6.29592 4.38357 5.01772 3.80665 3.49693 3.25878 15.5506 11.7119 7.48196 9.56728 7.86169 7.30479 6.91552 6.499 8.35242 7.99225 6.75788 10.1454 6.40593 8.81725 6.35642 5.89618 5.89449 5.74561 6.43251 threshold=7.2500000000000009 3.7849999666213994 -0.53339222073554982 -0.87878364324569691 -0.57055836915969838 1016.8500061035157 0.85644823312759411 6.4500000476837167 332.50000000000006 0.71510806679725658 5.1549999713897714 4.6349999904632577 -0.61280810832977284 -0.41407091915607447 5.8150000572204599 1016.0499877929689 193.94339752197268 264.73799133300787 0.90690430998802196 20.964999198913578 6.4249999523162851 22.755000114440922 1.1050000190734866 241.76702880859378 256.65596008300787 287.58757019042974 1018.0499877929689 11.650000095367433 3.554999947547913 -0.95584866404533375 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -4 5 -5 7 -1 -8 -9 11 18 16 14 23 17 -13 -15 19 21 -21 -2 25 -12 -25 27 -22 -23 -26 -30 right_child=10 -3 3 4 -6 -7 8 9 -10 -11 13 12 -14 15 -16 -17 -18 -19 -20 20 26 22 -24 24 28 -27 -28 -29 29 -31 leaf_value=-0.026100405491888523 2.5980839590070724e-06 -0.031813292019069198 0.014473105695778657 -0.013440191719536355 0.0041085028959815069 0.016026043383912607 -0.0065714356221371539 -0.022406794701237232 -0.030774260032922031 -0.00070117971948656019 -0.00011946179877642784 -0.00059356051441267167 -0.00056991877061885398 6.4286554786253911e-05 -8.0915799122955519e-05 0.020559440551476335 0.0015667956396353659 0.0023050611036981136 -0.0015530884145006846 0.0030497578164096202 0.0011015049540818904 0.010821662528498194 -0.0028349153519247119 -0.0034999838446451575 -0.0029294626326279317 -0.0030631666558302855 -0.0019631207934867607 0.00033805893025655524 0.0014163964862461225 -0.001066811524954948 leaf_weight=24 917377 24 63 103 202 22 33 20 32 257 16298 4422 10449 9293 276877 51 33986 5470 6693 4230 7025 314 4184 4142 3205 267 2021 234 3161 14905 leaf_count=24 917377 24 63 103 202 22 33 20 32 257 16298 4422 10449 9293 276877 51 33986 5470 6693 4230 7025 314 4184 4142 3205 267 2021 234 3161 14905 internal_value=-2.85844e-06 -0.00321788 -0.00231009 0.0018204 -0.000617276 -0.00825413 -0.00671143 -0.0041686 -0.0184867 -0.00226837 -9.65261e-07 4.45186e-05 0.000914287 -0.000136189 -0.000187264 0.00096224 0.00131807 0.00089454 -5.75544e-07 1.053e-05 0.00125573 -7.39245e-06 -0.00184078 -0.000893204 -0.00138942 0.00326287 0.000416826 0.00634509 -0.000978446 -0.000632326 internal_weight=1.32538e+06 780 756 390 327 125 366 301 65 277 1.3246e+06 991202 48857 333402 318588 14814 38408 14763 942345 935652 13276 922376 4999 41711 25413 815 9046 548 21271 18066 internal_count=1325384 780 756 390 327 125 366 301 65 277 1324604 991202 48857 333402 318588 14814 38408 14763 942345 935652 13276 922376 4999 41711 25413 815 9046 548 21271 18066 is_linear=0 shrinkage=0.05 Tree=250 num_leaves=31 num_cat=1 split_feature=39 136 88 28 52 35 80 33 76 58 15 8 87 86 61 31 71 104 0 29 35 21 33 89 17 20 107 21 15 81 split_gain=3.93614 8.43287 10.0347 7.95228 8.30014 5.82623 6.21345 6.58622 5.27055 6.16288 4.7967 7.11791 5.65009 4.56905 4.42862 4.83523 4.82884 4.38898 4.499 4.85864 4.79211 5.57863 6.13034 5.07694 5.07557 4.9567 4.77717 4.60594 4.72383 7.09672 threshold=9.3499999046325701 0 -0.37300471961498255 1017.2500000000001 9.5450000762939471 11.84999990463257 314.24816894531256 8.3499999046325701 8.8350000381469744 272.22084045410162 1.7050000429153445 9.4499998092651385 0.92042684555053722 0.82089158892631542 0.39677925407886511 1014.1499938964845 308.82589721679693 -0.17522109299898145 35.500000000000007 1010.6499938964845 10.34999990463257 5.5350000858306894 10.050000190734865 -0.83844867348670948 8.0099999904632586 5.5750000476837167 -0.2590800523757934 5.5150001049041757 3.2749999761581425 331.34877014160162 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 10 6 8 -8 13 14 11 -5 -12 -1 15 -10 -17 18 26 27 25 22 -22 -23 -24 -21 -9 -20 -29 -30 right_child=-2 2 -4 4 -6 -7 7 17 9 -11 12 -13 -14 -15 -16 16 -18 -19 19 20 21 23 24 -25 -26 -27 -28 28 29 -31 leaf_value=5.8042915525275011e-06 1.6776962293689848e-05 -0.0018760410565618929 -2.4795324741147898e-05 -0.0072791346212620796 0.00094636706676569425 0.0054161743312632436 0.0014970290641781255 0.00054250415605701396 0.0016582035002871776 0.00048422553584451575 -0.011117452211362082 0.010443713185728259 0.010950678065419198 -0.0040979365916881411 0.0022375933277079675 0.0087998601439449303 0.023669713652891326 -0.012938801120035351 -0.022065666324924679 -0.0063722763137040537 -0.0045445249621805395 0.0026577046459905157 0.012886411490482995 -0.0074404593587529908 -0.013484986172989011 -0.0016638961435838915 0.018667352372087921 -0.0030782885542038497 -0.025722179637246191 0.0018662904968132844 leaf_weight=11200 1298281 1910 2898 253 286 466 1278 536 182 2560 874 73 30 722 730 277 68 100 50 891 95 253 208 245 20 1500 39 323 63 37 leaf_count=11200 1298281 1910 2898 253 286 466 1278 536 182 2560 874 73 30 722 730 277 68 100 50 891 95 253 208 245 20 1500 39 323 63 37 internal_value=4.09033e-06 -0.000580665 -0.0021869 -0.00402217 -0.00672606 -0.000114575 -0.000235194 -0.00165945 0.000275002 0.00189205 -0.00851005 -0.00331052 -0.0103851 -0.00024272 0.00475922 0.00825217 0.0117307 -0.00258468 -0.00234162 -0.00298348 -0.00228677 0.00100905 0.00612676 -0.00231027 0.0105731 -0.00341846 0.00177184 -0.00771462 -0.00601828 -0.0155144 internal_weight=1.32645e+06 28167 6324 3426 1516 21843 21377 5638 15739 3817 1230 326 904 11922 1257 527 345 4360 4260 3685 3212 821 323 498 228 2391 575 473 423 100 internal_count=1326448 28167 6324 3426 1516 21843 21377 5638 15739 3817 1230 326 904 11922 1257 527 345 4360 4260 3685 3212 821 323 498 228 2391 575 473 423 100 cat_boundaries=0 1 cat_threshold=392 is_linear=0 shrinkage=0.05 Tree=251 num_leaves=31 num_cat=3 split_feature=89 136 131 29 29 58 28 92 27 60 85 29 56 54 29 27 126 75 55 63 12 17 136 28 62 67 23 136 124 127 split_gain=3.90583 5.91377 4.45075 4.26708 4.38917 3.60174 3.58314 4.65048 3.86154 4.72748 3.69684 3.43389 4.44003 3.70838 3.75727 3.48643 5.9526 3.33783 3.3027 6.4738 5.9226 9.89485 9.54413 8.71536 5.70521 5.24215 10.4352 9.31053 10.4299 16.1897 threshold=0.52478063106536876 0 338.50000000000006 1023.5499877929689 1023.1499938964845 296.30201721191412 1015.6499938964845 0.75735741853714 258.50000000000006 0.22708204388618472 0.87415960431098949 1017.9500122070314 192.26662445068362 3.4050000905990605 1016.8500061035157 313.50000000000006 0.76037701964378368 0.78796884417533886 20.474999427795414 0.74672701954841625 2.495000004768372 15.405000209808351 1 1015.4500122070314 0.70375213027000438 3.5649999380111699 5.4849998950958261 2 -0.36648726463317866 -0.43049471080303187 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 left_child=18 6 3 4 -3 -5 -2 8 9 -8 -9 13 -13 15 -15 -10 -17 -14 25 20 21 22 -20 24 -24 -1 -27 -28 -29 -30 right_child=1 2 -4 5 -6 -7 7 10 11 -11 -12 12 17 14 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 26 27 28 29 -31 leaf_value=-2.7389587367204453e-05 -0.00036063075455751485 -0.0019001911859396576 0.021831234581768513 0.010409402860100309 -0.021065342555133006 -0.0048120365993651959 0.020414194974693517 -0.00053048551115872605 0.0083450134347466658 -0.0047650012253581675 -0.020281146963437399 0.012098545232978482 -0.0043772970090284746 -0.013030809020357473 0.012062068469822407 0.028663864669165224 -0.0013960768671139427 0.010536027995948778 0.00027588000629019102 4.6716994631288367e-05 -0.00024540230755700393 0.00062510253266514658 -0.0063348739600997787 -0.001852855511652558 -0.0015336441639675086 0.0015356522736916798 -0.00024460214592657688 -0.00049283666193272854 0.002260479534738295 0.00035703654911169278 leaf_weight=848725 1896 7130 20 127 30 56 21 84 279 166 33 83 186 35 26 58 23 47 3531 85011 32036 4782 2199 8120 861 14151 102295 32306 11956 170175 leaf_count=848725 1896 7130 20 127 30 56 21 84 279 166 33 83 186 35 26 58 23 47 3531 85011 32036 4782 2199 8120 861 14151 102295 32306 11956 170175 internal_value=3.88581e-06 -0.000965988 -0.0017213 -0.0017878 -0.00198049 0.00575148 0.000930267 0.00329035 0.00447954 -0.00193739 -0.00610118 0.00610771 0.00216834 0.00906458 -0.00233548 0.0109963 0.0201283 -0.00136903 1.14759e-05 -0.000221328 -0.000663541 -0.00135074 -0.00199301 -0.00270742 -0.00498394 3.84231e-05 0.000207235 0.000147883 0.00033511 0.000481988 internal_weight=1.32645e+06 10300 7363 7343 7160 183 2937 1041 924 187 117 737 316 421 61 360 81 233 1.31615e+06 136540 51529 19493 14711 11180 3060 1.17961e+06 330883 316732 214437 182131 internal_count=1326448 10300 7363 7343 7160 183 2937 1041 924 187 117 737 316 421 61 360 81 233 1316148 136540 51529 19493 14711 11180 3060 1179608 330883 316732 214437 182131 cat_boundaries=0 1 2 3 cat_threshold=3137 6256 2276 is_linear=0 shrinkage=0.05 Tree=252 num_leaves=31 num_cat=0 split_feature=39 81 64 53 94 52 9 76 11 92 89 28 120 124 87 64 9 30 95 67 21 66 54 68 17 58 64 76 37 39 split_gain=3.61111 7.10886 9.28008 11.3672 7.11379 7.71939 6.67133 10.0508 6.57323 6.4899 7.22513 7.07975 6.91018 6.16721 6.14878 6.00158 8.31392 6.51256 5.93485 5.79898 14.9519 10.1801 6.68252 11.9782 11.982 12.7867 10.8313 8.29243 8.40375 7.331 threshold=11.449999809265138 295.28947448730474 1.0850000381469729 0.14500000327825549 0.42509156465530401 3.2949999570846562 1.0000000180025095e-35 16.625000000000004 15.150000095367433 -0.35758313536643976 -0.40542343258857721 1012.0499877929689 0.44618082046508795 0.99687939882278453 0.81534799933433544 20.634999275207523 5.3500001430511483 1011.4500122070314 0.51553091406822216 10.75500011444092 7.4549999237060556 24.795000076293949 5.0150001049041757 253.34393310546878 13.344999790191652 273.07385253906256 13.085000038146974 49.98500061035157 13.449999809265138 13.650000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 13 8 6 9 7 14 -4 11 -11 -6 18 -3 -5 17 -17 -12 -13 22 21 -21 26 -24 25 27 -2 28 -25 -27 right_child=19 2 3 4 5 -7 -8 -9 -10 10 15 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 24 -26 29 -28 -29 -30 -31 leaf_value=1.2884696904651175e-05 1.8182369466868351e-05 -0.0025326742558097535 0.0014562987301185272 0.013329831108450891 -0.0066624120286436928 -0.00052484546833211898 -0.00018952758938521692 0.017880382727889811 0.0076413285359895229 -0.002440354947328922 -0.019884464742963095 0.0052451291977290045 -0.0096118725568521777 0.0050568013444037031 -0.0080066706533006467 -0.028614544216543438 0.002183384018661898 -0.0072070341233057417 -0.0023164471859545496 0.0011156944933491486 -6.7071361080030034e-05 -0.00013316000446947997 0.00069892075847052771 -0.0036083291328543061 -0.000145270065492066 -0.0013551029186296369 0.0016348164268598451 0.012260673790355213 -0.001477717694096482 0.00062574605079564693 leaf_weight=158511 750175 7206 1506 50 299 13385 42236 128 601 5178 118 858 120 278 104 24 252 716 372 62724 126696 22056 22002 6864 60435 8856 10506 100 14208 9884 leaf_count=158511 750175 7206 1506 50 299 13385 42236 128 601 5178 118 858 120 278 104 24 252 716 372 62724 126696 22056 22002 6864 60435 8856 10506 100 14208 9884 internal_value=3.69153e-06 -0.000175519 -0.000582216 -0.000392861 -0.000512118 -0.00125744 -0.000138351 0.00752655 0.00322051 -0.0024929 -0.00322508 0.00029904 0.00184087 -0.00225076 -0.00107924 -0.00688571 -0.000494697 -0.00900072 0.00295821 4.1669e-05 0.000276845 0.000790798 -1.46532e-05 -0.000357621 -0.000589278 -0.0012616 4.05102e-05 -0.00210358 -0.00217174 -0.000310348 internal_weight=1.32645e+06 231942 73431 65947 63840 21322 42518 282 2107 7937 6288 1649 1350 7484 154 1110 276 834 1230 1.09451e+06 211476 84780 883030 122349 100347 39912 760681 21172 21072 18740 internal_count=1326448 231942 73431 65947 63840 21322 42518 282 2107 7937 6288 1649 1350 7484 154 1110 276 834 1230 1094506 211476 84780 883030 122349 100347 39912 760681 21172 21072 18740 is_linear=0 shrinkage=0.05 Tree=253 num_leaves=31 num_cat=2 split_feature=89 136 131 83 105 28 125 61 94 115 22 22 20 119 2 24 59 93 122 118 102 96 39 136 88 28 53 35 111 32 split_gain=3.49621 5.30996 4.01232 3.52182 3.9924 5.14603 4.75204 4.47578 4.07327 6.5703 4.78088 4.6845 4.06134 3.78214 4.28067 4.26122 4.22552 3.53621 4.90687 3.49781 6.03146 3.43314 3.34426 7.75292 8.68203 7.07275 7.8883 5.64139 5.08034 4.55783 threshold=0.52478063106536876 0 338.50000000000006 170.08242034912112 -0.6918540596961974 1015.6499938964845 -0.84335932135581959 0.24670040607452395 0.061322880908846862 -0.99353402853012074 4.4949998855590829 5.7249999046325692 5.6549999713897714 0.71322327852249157 316.50000000000006 314.50000000000006 257.06147766113287 -0.58834281563758839 -0.8338540494441985 -0.13052122294902799 0.46638935804367071 -0.99972262978553761 9.3499999046325701 1 -0.37300471961498255 1017.2500000000001 10.154999732971193 11.84999990463257 0.42454184591770178 8.6500000953674334 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 1 2 2 2 2 2 2 left_child=22 3 -3 19 5 8 -6 -8 9 11 -10 12 -5 15 -15 -7 -17 18 -12 -2 -21 -11 23 27 25 -25 -27 28 -1 -30 right_child=1 2 -4 4 6 13 7 -9 10 21 17 -13 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.0014777626831186659 -0.014067786172228425 -0.0016929488911850404 0.020732609294354915 0.029913737979240535 0.025150695868900848 0.0036274663625890089 0.011394338059511518 0.0010930211549180363 0.012801248731557281 0.01830784597815099 0.022201692676171662 0.0010730453388039338 0.0028742355516269097 0.023482366223284541 -0.0012137316965631076 -0.00091086013242602348 -0.029058432476595043 -0.010856036597636717 -0.0048411047292085223 0.016330927058697809 -0.018154407469999224 -0.0016768575521342222 2.2417283922615344e-05 -0.0017630935350584258 -5.8396309665040153e-05 -0.0080639046339951153 0.0013610367084994253 0.0054768581867246143 0.00036966876775989968 -0.0012609588826954109 leaf_weight=3723 76 7343 20 41 28 656 147 373 32 22 20 59 21 47 28 40 20 243 104 32 21 927 1288248 1894 2872 1228 271 447 7544 9921 leaf_count=3723 76 7343 20 41 28 656 147 373 32 22 20 59 21 47 28 40 20 243 104 32 21 927 1288248 1894 2872 1228 271 447 7544 9921 internal_value=3.50696e-06 -0.000914102 -0.00162982 0.000882735 0.00125685 0.00032847 0.00508555 0.00400512 -0.0014223 0.000185474 -0.00573388 0.0111581 0.0207552 0.0035799 0.0142625 0.00246091 -0.0102934 -0.00735002 -0.000479363 -0.00719228 0.00266693 -0.00121357 1.0688e-05 -0.000530895 -0.00207819 -0.00379397 -0.00636 -8.18353e-05 -0.000199145 -0.00055661 internal_weight=1.32645e+06 10300 7363 2937 2808 2260 548 520 1469 1070 399 121 62 791 75 716 60 367 124 129 53 949 1.31615e+06 27900 6265 3393 1499 21635 21188 17465 internal_count=1326448 10300 7363 2937 2808 2260 548 520 1469 1070 399 121 62 791 75 716 60 367 124 129 53 949 1316148 27900 6265 3393 1499 21635 21188 17465 cat_boundaries=0 1 2 cat_threshold=3137 392 is_linear=0 shrinkage=0.05 Tree=254 num_leaves=31 num_cat=3 split_feature=90 94 54 12 124 136 136 60 126 14 10 90 121 136 57 118 71 91 97 89 13 19 21 63 0 35 113 1 19 122 split_gain=3.6151 6.23601 7.84631 11.341 7.38652 6.7751 6.74754 6.05611 5.54103 5.78141 7.55175 7.40849 5.62786 5.31434 7.26141 5.41699 6.39797 6.21711 7.2158 5.46766 5.01054 5.56479 4.98701 5.50695 4.87866 4.78935 4.53147 5.35927 4.68772 5.60735 threshold=1.0000000180025095e-35 0.38053603470325476 1.544999957084656 2.0649999380111699 0.9980967938899995 0 1 0.43147690594196325 0.97625884413719188 1.6950000524520876 9.6500000953674334 0.76977267861366283 -0.99535831809043873 2 250.12397003173831 0.87032255530357372 322.06387329101568 -0.76273518800735463 -0.52354490756988514 0.37027578055858618 1.7050000429153445 7.4149999618530282 5.1250000000000009 0.21086372435092929 310.50000000000006 14.84999990463257 -0.92384436726570118 326.50000000000006 6.4600000381469735 -0.70088258385658253 decision_type=2 2 2 2 2 1 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 2 3 4 6 -3 8 -4 9 12 11 -11 -2 15 -15 16 19 18 -17 25 -14 -22 -10 -24 -7 -5 27 -26 29 -28 right_child=1 5 7 13 -6 24 -8 -9 22 10 -12 -13 20 14 -16 17 -18 -19 -20 -21 21 -23 23 -25 26 -27 28 -29 -30 -31 leaf_value=1.830003894743747e-05 -0.0071727511919198158 -0.00033885838931357041 -0.0014071487231838119 0.0019511061667673844 0.010127545661133462 -0.0012045075368394287 -0.0011421640321979485 0.00020078227959292882 0.031091630707184476 -0.0028131251457881121 0.0038092174345691655 -0.016388495933306196 0.001977848972785684 0.010695605710322478 0.0014324370496973829 -0.01639002736069654 -0.011254485652432212 0.016620738722164841 0.019093055618198022 -0.010088158386020826 0.02340666383247951 0.004110115439231907 -0.016591725900599902 0.010267092858218045 -0.0043484151724661737 0.01550331306578198 -0.018128029379461494 0.020426723235952002 -0.0076415645983454981 0.0036685436552866026 leaf_weight=1284218 160 2749 14342 797 181 984 6045 9897 24 402 290 134 3037 547 345 38 103 119 23 87 58 105 22 144 58 71 35 35 1210 188 leaf_count=1284218 160 2749 14342 797 181 984 6045 9897 24 402 290 134 3037 547 345 38 103 119 23 87 58 105 22 144 58 71 35 35 1210 188 internal_value=3.33161e-06 -0.00045186 -0.000222702 0.000782333 0.00011346 -0.00206285 -6.04728e-05 -0.000750616 0.00143311 0.00105733 -0.00269039 -0.00620697 0.00197864 0.00411162 0.00703402 0.00193355 0.000584958 0.00996771 -0.00301116 0.00186188 0.00243621 0.0109764 0.00978759 0.00670749 -0.00393397 0.00305964 -0.00571976 0.00497556 -0.00641388 0.000247557 internal_weight=1.32645e+06 42230 36971 12732 10602 5259 10421 24239 4376 4186 826 536 3360 2130 892 1238 1058 180 61 955 3200 163 190 166 2510 868 1526 93 1433 223 internal_count=1326448 42230 36971 12732 10602 5259 10421 24239 4376 4186 826 536 3360 2130 892 1238 1058 180 61 955 3200 163 190 166 2510 868 1526 93 1433 223 cat_boundaries=0 1 2 3 cat_threshold=7217 7299 7104 is_linear=0 shrinkage=0.05 Tree=255 num_leaves=31 num_cat=0 split_feature=81 10 61 95 64 110 38 29 35 23 79 103 30 32 60 17 79 117 25 55 121 70 95 53 95 21 24 58 14 92 split_gain=3.97383 4.24451 4.96945 4.91897 4.41623 6.64241 4.4037 8.3954 5.43804 5.04306 4.5936 5.45773 4.39057 4.18983 4.40573 5.07769 4.07526 3.83213 3.53524 6.57042 6.41538 4.43689 4.8495 4.19877 5.30343 5.18127 3.99994 8.45785 6.13756 5.79038 threshold=351.49330139160162 12.050000190734865 0.17401388287544253 -0.33018298447132105 3.435000061988831 0.9941680133342744 11.650000095367433 1017.2500000000001 12.750000000000002 5.3650000095367441 40.725000381469734 0.76388075947761547 1018.2500000000001 12.250000000000002 0.34333848953247076 9.5450000762939471 26.675000190734867 0.99901017546653759 68.500000000000014 0.18500000238418582 -0.59480014443397511 302.64585876464849 0.78017672896385204 1.0549999475479128 0.4302527010440827 5.9749999046325692 197.50000000000003 234.63471221923831 2.9650000333786015 -0.56327626109123219 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 4 17 5 -2 7 10 9 -8 11 -4 16 14 -13 -16 -9 -3 19 21 -21 -1 -23 24 -22 -26 27 -20 -29 -28 right_child=1 3 6 -5 -6 -7 8 12 -10 -11 -12 13 -14 -15 15 -17 -18 -19 26 20 23 22 -24 -25 25 -27 29 28 -30 -31 leaf_value=0.00019949495063941128 -0.0077922241264131182 0.015505947011776947 0.0019662648059275687 -0.00052395378191276583 -0.0031010463334404043 -0.037877527414821088 0.018257372203198348 -0.0028266533805678291 -0.0035646780596464613 0.001934972237095039 0.0061029273194863516 -0.029124910037621465 -0.0029286857215538478 -0.0040948718265545634 -0.0071822355347959431 -0.030044936711269926 0.02182522136227865 -0.0060276122280844939 -0.00016876988452107166 -0.0014444307810911349 0.016946801375491882 -0.028919872507039049 -0.0038204844568425151 0.0041314219465112155 -0.008799228318693007 0.011031694437867853 0.00029484654221461205 -0.0024799028109351285 0.0015813657179637884 -1.5787694562137886e-05 leaf_weight=1370 43 88 49 911 69 32 55 30 523 339 34 76 352 55 85 34 38 27 86392 352 176 27 67 652 51 93 175000 6560 1084 1050973 leaf_count=1370 43 88 49 911 69 32 55 30 523 339 34 76 352 55 85 34 38 27 86392 352 176 27 67 652 51 93 175000 6560 1084 1050973 internal_value=4.19334e-06 -0.00186412 -0.00331784 0.000706097 -0.01223 -0.0206286 -0.00254936 -0.00538276 -0.0002227 0.00421348 -0.011312 -0.0132922 -0.000681758 -0.0162829 -0.0197206 -0.0137144 0.0109494 0.0104502 8.20454e-06 0.00178679 0.00433918 -0.000521517 -0.0110299 0.00643365 0.0111244 0.00400824 4.44798e-06 -0.000309821 -0.00190397 2.85534e-05 internal_weight=1.32564e+06 2840 1814 1026 144 75 1670 753 917 394 333 299 420 250 195 119 68 115 1.3228e+06 2788 1324 1464 94 972 320 144 1.32001e+06 94036 7644 1.22597e+06 internal_count=1325637 2840 1814 1026 144 75 1670 753 917 394 333 299 420 250 195 119 68 115 1322797 2788 1324 1464 94 972 320 144 1320009 94036 7644 1225973 is_linear=0 shrinkage=0.05 Tree=256 num_leaves=31 num_cat=0 split_feature=81 6 2 71 89 102 95 24 66 25 55 42 121 16 116 94 116 59 92 83 105 91 31 75 93 66 96 79 70 76 split_gain=3.58638 4.25149 4.75544 5.36607 7.32876 4.67465 4.66994 4.49272 4.25826 3.76336 3.71729 3.58965 3.81753 3.51206 6.80868 12.242 11.0894 6.99376 5.63464 4.96919 4.66935 4.62511 4.0238 3.63435 4.42245 3.6078 3.55526 4.26051 3.55138 3.41101 threshold=351.49330139160162 8.8499999046325701 294.50000000000006 337.26788330078131 -0.23890101164579389 0.97378492355346691 -0.33018298447132105 317.50000000000006 7.9449999332427987 352.50000000000006 0.95499998331069957 3.0499999523162846 -0.71322327852249134 18.219999313354496 -0.81408452987670887 -0.10883476212620734 0.43049471080303198 316.04251098632818 -0.28208675980567927 282.21890258789068 -0.52242621779441822 -0.93462559580802906 1012.8500061035157 0.38135749101638799 -0.92885217070579518 0.58499997854232799 -0.86447426676750172 3.935000061988831 294.20349121093756 52.960000991821296 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 11 -4 5 7 9 -5 -6 -3 -7 12 -2 29 17 16 22 19 26 -15 -21 -18 -16 -23 -25 -24 -17 -28 -20 -1 right_child=1 6 3 4 8 10 -8 -9 -10 -11 -12 -13 -14 14 15 18 21 -19 28 20 -22 23 25 24 -26 -27 27 -29 -30 -31 leaf_value=-8.8267887749571727e-06 0.019323304775373445 0.014266208127597253 -0.0024661318438832856 0.001351553210141984 -0.040884524409969647 0.011514874341962644 -0.00074561604104524722 -0.020458537356153758 -0.015039542613222318 -0.0029155521752669456 -0.0093989684944972406 -0.014678983620310927 -0.0013047847927509541 0.00038759716305906836 -0.0018118177697114234 0.010524852635821196 0.0038904282549992787 -0.02450145289979198 -8.5727130472149995e-06 -0.0030202518350779589 -0.016148879589875126 -0.0025456870454089609 -0.0076067534145440215 0.030696476339117481 0.012703203829212629 0.0040929238469486042 0.010233032420420876 -0.0091738539898107135 0.0018516937119334405 0.0011090604214383036 leaf_weight=1293411 23 99 277 33 30 43 1177 83 34 47 42 49 903 1704 450 224 204 33 13474 1141 72 34 69 38 337 1463 52 62 3169 6860 leaf_count=1293411 23 99 277 33 30 43 1177 83 34 47 42 49 903 1704 450 224 204 33 13474 1141 72 34 69 38 337 1463 52 62 3169 6860 internal_value=3.98367e-06 -0.00177091 -0.00357754 -0.00733224 -0.0124187 -0.00772674 0.00030063 -0.0142539 -0.0271544 0.00873509 0.00118098 -0.00149031 -0.000792424 7.79432e-06 0.000626778 0.000964228 0.00416274 -0.00161251 0.000475438 -0.00135357 -0.00379953 0.01004 0.00234499 0.0131073 0.0145265 0.00356598 0.00686658 -0.00032159 0.000345641 -2.92901e-06 internal_weight=1.32564e+06 2840 1517 542 265 201 1323 116 64 146 85 975 926 1.3228e+06 22526 19576 2595 2950 16981 2917 1213 613 1982 409 375 1532 338 114 16643 1.30027e+06 internal_count=1325637 2840 1517 542 265 201 1323 116 64 146 85 975 926 1322797 22526 19576 2595 2950 16981 2917 1213 613 1982 409 375 1532 338 114 16643 1300271 is_linear=0 shrinkage=0.05 Tree=257 num_leaves=31 num_cat=1 split_feature=87 23 60 5 15 123 125 92 108 64 125 136 73 77 20 4 87 12 53 59 36 39 70 112 8 61 74 113 3 26 split_gain=3.48478 7.86847 8.38807 7.52357 6.34363 6.50466 5.6346 5.53389 7.09007 5.52946 5.24543 5.11732 7.60029 4.97587 5.03683 6.48705 6.16004 4.55681 5.33763 4.41174 5.62737 4.30636 4.23544 4.52451 4.49468 4.13365 4.10458 4.4748 4.04979 4.64844 threshold=0.90019428730010997 4.2049999237060556 0.39447274804115301 6.3500001430511483 1.1050000190734866 -0.84335932135581959 0.28400452435016638 -0.21263441443443296 0.83345863223075878 2.9650000333786015 -0.026175950653851029 0 0.7691924273967744 23.585000038146976 5.7550001144409189 11.150000095367433 0.90515345335006725 0.6850000023841859 0.14500000327825549 281.39720153808599 19.849999427795414 17.250000000000004 223.91449737548831 -0.96359375119209278 8.7500000000000018 0.4191905558109284 0.4193867444992066 -0.99687939882278431 343.50000000000006 335.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 4 26 6 9 17 8 11 10 -6 12 19 28 15 -15 -17 18 -3 20 -7 -11 -19 -24 -25 -16 -2 -28 29 -10 right_child=1 2 -4 -5 5 7 -8 -9 13 21 -12 -13 -14 14 25 16 -18 22 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=2.0006679664637005e-05 0.026074018343351782 0.010006164184407048 2.04433326003519e-05 -0.0030780310396710071 -0.00051051151303664339 -0.0051224627579153706 0.0020285643440094755 -0.0025010941619500252 -0.0019401832054507318 -0.0034863969264684936 0.0060881399734626033 -0.00025815760922080652 0.00083532238401706402 0.021502376868597513 0.0053211264721087686 -0.020248082740528681 0.013334428888952567 0.00867499217634932 -0.0081001782534669536 -0.013100700342732972 0.0165072898861141 0.0073846016877774749 -0.009176212827279347 -0.0039268763925947225 0.017149733623553969 -0.01059119544984044 0.019113760524972656 0.0041327566642854596 -0.013093432917651771 0.011390130040181671 leaf_weight=1274598 40 92 32643 137 483 1003 283 6400 273 613 800 5118 701 103 362 22 36 42 73 173 31 107 854 198 29 46 72 162 57 86 leaf_count=1274598 40 92 32643 137 483 1003 283 6400 273 613 800 5118 701 103 362 22 36 42 73 173 31 107 854 198 29 46 72 162 57 86 internal_value=3.78449e-06 -0.000401333 -0.000457268 0.00648897 -0.00132432 -0.00103381 -0.00435963 -0.00140489 -0.00052913 0.00163601 0.003604 -0.00108608 -0.0032883 0.00344359 0.00648221 0.013971 0.000596235 -0.00576325 0.00199548 -0.00571046 -0.00447399 -0.00187085 -0.00690322 -0.00750848 -0.00123427 0.00352709 0.0112725 0.0087423 -0.000712607 0.00125315 internal_weight=1.32564e+06 51039 50628 411 17985 16414 1571 14411 8011 2003 1283 7026 1908 985 569 161 58 1288 165 1207 1034 720 1123 1081 227 408 274 234 416 359 internal_count=1325637 51039 50628 411 17985 16414 1571 14411 8011 2003 1283 7026 1908 985 569 161 58 1288 165 1207 1034 720 1123 1081 227 408 274 234 416 359 cat_boundaries=0 1 cat_threshold=1300 is_linear=0 shrinkage=0.05 Tree=258 num_leaves=31 num_cat=0 split_feature=16 116 94 116 59 92 80 113 93 71 31 94 39 81 6 61 78 64 4 95 42 20 54 114 63 95 25 91 8 55 split_gain=3.23263 6.15624 11.0272 10.0102 6.30061 5.26571 4.27466 4.20505 4.12046 4.19254 3.62089 3.48189 4.37389 3.29923 4.01236 4.51788 4.60406 4.39715 4.97155 4.21379 3.88485 4.38943 4.15786 4.93783 3.8095 3.58088 3.38607 3.38192 3.35765 3.4877 threshold=18.219999313354496 -0.81408452987670887 -0.10883476212620734 0.43049471080303198 316.04251098632818 -0.23477246612310407 282.63940429687506 -0.90255093574523915 -0.18954125046730039 272.46231079101568 1012.8500061035157 0.10900333151221277 16.849999427795414 351.49330139160162 8.8499999046325701 0.17401388287544253 20.775000572204593 3.435000061988831 8.0500001907348651 -0.33018298447132105 3.0499999523162846 4.6949999332427987 0.22500000149011615 -0.043617725372314446 0.27913093566894537 0.39589722454547888 352.50000000000006 -0.64067906141281117 2.8500000238418584 0.50499999523162853 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 4 3 10 6 -4 -2 -5 9 -9 -3 -8 -13 -1 15 17 20 18 -15 26 21 -17 23 -23 25 27 -16 -24 -18 -30 right_child=1 2 5 7 -6 -7 11 8 -10 -11 -12 12 -14 14 19 16 28 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-2.977153396510702e-06 0.00029206987482910304 -0.0017171119981988646 0.0062121207995361836 0.0041366846150911454 -0.023257501829754224 0.00031969830676467208 -0.0027328311388963447 0.0095714361049494771 0.0074928278325939873 0.02433745127444694 0.0033835869453051667 -0.017663485389701757 0.0054701438725546555 -0.011067511277672436 0.013545748759813684 0.016770347809562318 0.0056779931693409502 -0.0016697366988020286 -0.039594623015727852 -0.0007069970737637075 -0.014093205287140243 -0.0029186011152341966 0.0085026143193845782 -0.033346282358979809 -0.00064080938182771213 -0.0039556809342824496 -0.0027520016385638654 0.034874467593617738 6.7601483481537021e-07 -0.010098998051606264 leaf_weight=1300271 1736 450 388 227 33 16619 1070 86 191 109 1534 84 27 42 99 39 52 49 24 1176 49 40 31 20 625 26 47 20 112 361 leaf_count=1300271 1736 450 388 227 33 16619 1070 86 191 109 1534 84 27 42 99 39 52 49 24 1176 49 40 31 20 625 26 47 20 112 361 internal_value=3.59517e-06 0.00059708 0.000917526 0.00395218 -0.00153242 0.000454129 -0.00128664 0.00953684 0.0127126 0.0178253 0.00222667 -0.00360726 -0.0120364 -6.67698e-06 -0.00171748 -0.00349651 -0.00270028 -0.0130167 -0.021441 0.000287637 -0.000426443 0.000409601 -0.00042776 -0.0130612 0.000652018 0.0111457 0.00829921 0.0188445 -0.00638173 -0.00770753 internal_weight=1.32564e+06 22554 19604 2597 2950 17007 2917 613 386 195 1984 1181 111 1.30308e+06 2812 1490 1375 115 66 1322 850 801 762 60 702 77 146 51 525 473 internal_count=1325637 22554 19604 2597 2950 17007 2917 613 386 195 1984 1181 111 1303083 2812 1490 1375 115 66 1322 850 801 762 60 702 77 146 51 525 473 is_linear=0 shrinkage=0.05 Tree=259 num_leaves=31 num_cat=0 split_feature=87 23 60 15 5 123 83 28 21 11 15 23 80 64 80 62 102 82 55 92 39 78 8 33 14 23 55 120 35 92 split_gain=3.11172 7.09685 7.56396 7.0314 6.79137 6.51683 6.29211 6.1629 6.08416 10.2905 6.21348 5.32411 5.34635 5.26447 5.08314 4.95707 6.94712 5.10363 7.08223 5.57455 4.80118 4.59008 4.85403 4.75467 4.55831 6.16448 5.0306 5.61662 4.49888 4.41676 threshold=0.90019428730010997 4.2049999237060556 0.42731185257434851 1.1050000190734866 6.3500001430511483 -0.84335932135581959 331.23062133789068 1014.3500061035157 5.3550000190734872 5.5499999523162851 2.0649999380111699 5.5450000762939462 327.24053955078131 2.9650000333786015 271.23616027832037 0.30332683026790624 0.81192404031753551 326.00411987304693 0.50499999523162853 -0.35758313536643976 17.250000000000004 16.704999923706058 12.050000190734865 10.650000095367433 2.5049999952316289 5.4849998950958261 2.435000061988831 0.0087262028828263907 13.150000095367433 0.28622040152549749 decision_type=2 2 2 2 2 2 2 2 2 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 7 -2 6 13 14 9 -7 15 12 -10 -5 -3 -11 17 18 -17 -20 -15 28 23 -23 25 26 27 -14 -12 -13 right_child=1 2 -4 5 -6 8 -8 -9 11 10 21 29 24 20 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.8744712997482136e-05 0.010709116271744571 -0.0031690812020642974 9.4387729249513562e-05 0.0031149672577923254 -0.0029252167051848381 0.0030916542870840888 0.025123457770262449 0.00031878373996739498 0.00039042985225765797 -0.010723367141117686 0.00082428625013801406 -0.00062439553354867445 0.018049448672016816 -0.0031892825805642771 -0.0094452192415389533 0.0020275481288365999 0.016090399583276266 0.0049640706679956233 -0.0055565960381480164 -0.01423669295624547 0.0071190084611192682 0.003016449038737587 0.0019953086590560687 -0.012637358960471577 -0.0039269753706616325 0.028748415573500097 -0.0010648324490384251 -0.0095842907882549566 0.022567568908039577 -0.0027521957954222769 leaf_weight=1274598 274 727 29041 1492 137 505 28 559 1892 473 61 8931 112 783 580 198 39 108 545 280 132 70 280 158 74 38 106 22 39 3355 leaf_count=1274598 274 727 29041 1492 137 505 28 559 1892 473 61 8931 112 783 580 198 39 108 545 280 132 70 280 158 74 38 106 22 39 3355 internal_value=3.41541e-06 -0.000379404 -0.000432526 -0.00114138 0.00616434 -0.000863805 0.0015579 -0.004075 -0.00120494 -0.00335879 -0.00480592 -0.000796404 0.00144311 0.00128377 -0.00595421 -0.00640394 -0.00465771 -0.00537316 -0.00646448 -0.00850257 -0.00170218 -0.000487579 -0.00241509 -0.00783137 0.00710129 0.0100369 0.00707422 0.0135126 0.00930417 -0.00120544 internal_weight=1.32564e+06 51039 50628 21587 411 19721 2435 1866 17286 2756 2251 14530 2244 2407 1307 1643 1170 1131 1023 825 915 608 508 228 352 278 240 134 100 12286 internal_count=1325637 51039 50628 21587 411 19721 2435 1866 17286 2756 2251 14530 2244 2407 1307 1643 1170 1131 1023 825 915 608 508 228 352 278 240 134 100 12286 is_linear=0 shrinkage=0.05 Tree=260 num_leaves=31 num_cat=1 split_feature=91 38 18 95 52 136 74 117 99 107 26 74 77 61 86 8 37 89 80 57 60 123 8 63 78 64 65 86 94 39 split_gain=3.64346 5.28008 4.96289 4.40138 7.21818 6.43901 5.89918 5.51499 6.19192 7.83615 4.57688 4.56194 4.89085 4.25597 4.1925 5.5748 6.99089 5.92935 4.94058 5.85122 4.51404 6.1803 4.97541 4.27239 4.26601 4.70288 4.10601 4.00382 3.935 3.80423 threshold=0.31278698146343237 7.1499998569488534 3.7749999761581425 0.39929844439029699 0.55500000715255748 0 0.32309016585350042 -0.19936034083366391 -0.57501655817031849 -0.99632960557937611 260.50000000000006 0.71530175209045421 4.0050001144409189 0.31723619997501379 0.88911306858062755 12.949999809265138 13.750000000000002 -0.95188206434249867 312.58155822753912 210.14422607421878 0.36738634109497076 -0.80382624268531788 17.849999427795414 0.17275641113519671 29.685000419616703 29.125000000000004 1.0149999856948855 0.60500651597976696 0.82108482718467724 18.550000190734867 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=-1 -2 -3 4 7 27 13 29 9 11 -10 12 26 -7 18 17 -17 -16 19 -6 21 -20 -23 -19 -22 -26 -9 -5 -21 -4 right_child=1 2 3 5 14 6 -8 8 10 -11 -12 -13 -14 -15 15 16 -18 23 20 28 24 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=5.4533980530007477e-06 -0.022416984625825927 -0.020359633769840003 -0.0058516420793633186 0.012299810291302426 -0.0017452312957950676 -0.017173105728208148 -0.00041335568228237363 -0.00076215184968093355 0.02458960706876083 0.00087302689214820953 0.0072299472193337894 -0.010499492092058063 0.023624603393122178 0.00014324376610793958 -0.0076384234458169685 0.0027288106816708516 0.021967054635588026 0.019269778680823305 -0.013708294333415742 0.0014266362893753156 0.00072679760745963029 -0.0037564509798085908 0.021327246930450201 0.0012788360890736937 -0.018556127625827989 0.0072555359508842234 0.025510159656405452 -0.0073285562293591514 -0.006627577189546454 0.0087129421602442584 leaf_weight=1308122 28 32 291 27 4082 94 2155 58 44 1516 277 20 79 57 194 141 71 34 161 3280 951 1712 20 1121 60 25 20 688 159 53 leaf_count=1308122 28 32 291 27 4082 94 2155 58 44 1516 277 20 79 57 194 141 71 34 161 3280 951 1712 20 1121 60 25 20 688 159 53 internal_value=-4.12073e-06 -0.000721836 -0.000686968 -0.000650768 -0.000286033 -0.00238558 -0.0010781 0.0022432 0.00324255 0.00203536 0.00960946 0.0119907 0.0148557 -0.0106365 -0.000782571 0.00163441 0.00917181 0.000449884 -0.00114362 -0.000465158 -0.00288574 -0.00433784 -0.0034668 0.00180844 -0.000232427 -0.0109645 0.00597434 -0.00649649 0.00105425 -0.00360768 internal_weight=1.32557e+06 17450 17422 17390 14369 3021 2306 2358 2014 1693 321 177 157 151 12011 1561 212 1349 10450 7521 2929 1893 1732 1155 1036 85 78 715 3439 344 internal_count=1325572 17450 17422 17390 14369 3021 2306 2358 2014 1693 321 177 157 151 12011 1561 212 1349 10450 7521 2929 1893 1732 1155 1036 85 78 715 3439 344 cat_boundaries=0 1 cat_threshold=2656 is_linear=0 shrinkage=0.05 Tree=261 num_leaves=31 num_cat=3 split_feature=108 136 38 93 36 10 119 82 2 8 8 28 12 65 14 71 61 86 79 7 10 18 136 42 24 118 111 136 123 55 split_gain=3.48474 4.81342 5.46226 4.55722 3.49151 3.34544 4.37611 4.33181 3.57906 3.31859 3.29672 4.49297 3.2754 10.9364 8.64794 12.3359 6.86872 8.56378 6.34463 11.774 10.5782 10.0884 10.371 8.74788 7.62117 7.74506 7.27944 7.10912 9.09957 8.04706 threshold=-0.99328058958053578 0 11.34999990463257 -0.9370860457420348 11.050000190734865 15.050000190734865 -0.95878320932388295 178.87165069580081 111.50000000000001 17.94999980926514 10.34999990463257 1014.5499877929689 2.2350000143051152 26.025000572204593 2.2749999761581425 285.63456726074224 0.73036858439445507 0.86077079176902782 9.6350002288818377 10.449999809265138 9.0500001907348651 7.4149999618530282 1 11.650000095367433 309.50000000000006 0.97625884413719188 0.051357550546526916 2 -0.58068084716796864 0.064999999478459372 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 left_child=1 2 4 5 -1 6 -3 -7 -8 -4 -10 -12 13 18 15 -14 17 -15 -2 20 21 22 -20 -23 25 -24 -22 28 -21 -30 right_child=12 3 9 -5 -6 7 8 -9 10 -11 11 -13 14 16 -16 -17 -18 -19 19 27 26 23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.004948111258263937 1.9465293541445804e-05 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-3.7568e-05 -0.00775902 0.00550993 0.00305719 0.0157807 0.00783049 -0.00175057 0.00431618 0.010929 1.26966e-06 -5.18435e-05 0.00011805 0.000656472 -0.00204346 -0.00316289 -3.67154e-05 -0.000350204 -0.000511494 -0.00023559 0.00101241 -0.000459274 0.000398405 -0.000835627 -0.0012965 0.000983151 -0.000400689 -0.00268149 internal_weight=1.32557e+06 5399 2181 3218 487 332 268 64 172 1694 139 80 1.32017e+06 907453 412720 63164 6841 4563 900612 136871 122101 90347 13732 76615 11461 5980 31754 14770 5703 2476 internal_count=1325572 5399 2181 3218 487 332 268 64 172 1694 139 80 1320173 907453 412720 63164 6841 4563 900612 136871 122101 90347 13732 76615 11461 5980 31754 14770 5703 2476 cat_boundaries=0 1 2 3 cat_threshold=4528 2308 804 is_linear=0 shrinkage=0.05 Tree=262 num_leaves=31 num_cat=2 split_feature=91 36 25 18 95 55 136 74 35 0 103 94 71 31 23 108 57 86 63 28 69 102 21 17 13 136 3 6 30 101 split_gain=3.25463 4.78055 4.57409 4.4569 4.13741 7.14242 5.58701 5.1846 4.76542 6.35747 5.17262 4.80994 4.79738 4.4114 4.74869 5.86081 4.523 4.08233 4.83716 4.05955 5.77967 4.67696 4.28844 4.09055 4.11517 3.91485 3.91155 3.83503 3.79355 4.09021 threshold=0.31278698146343237 7.0499999523162851 358.50000000000006 3.7749999761581425 0.39929844439029699 0.58499997854232799 0 0.32309016585350042 15.449999809265138 63.500000000000007 -0.85534530878067005 -0.99353912472724903 304.89863586425787 1018.1499938964845 6.3650000095367441 -0.05428714491426944 280.62471008300787 0.88911306858062755 0.20243615657091144 1015.4500122070314 265.83558654785162 0.76982757449150097 6.6949999332427987 7.4149999618530282 1.1349999904632571 1 172.50000000000003 8.1500000953674334 1011.0499877929689 0.37798422574996954 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 -3 5 8 -6 26 10 -10 27 -11 -13 17 15 -15 25 -7 -19 22 21 -21 23 24 -12 -16 -8 -5 29 -9 right_child=1 2 -4 4 6 13 7 28 9 11 19 12 -14 14 16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=5.3321267263029472e-06 -0.02298202763001124 -0.019332514016423375 0.016452883854389002 0.0052085605492307382 -0.0061696325103945005 -0.00085093132370018382 0.0044351777647222796 0.0062488029629963896 0.023780034923845013 -0.016991559297544881 -0.0074712644986884335 0.0042963979596191441 0.024872858344266814 0.004568565832730383 -0.0063901826712567155 -0.0070465928612413013 0.0088250311319481491 0.013287948529986252 0.0012969608319636052 -0.0015926789645624312 0.0049770122691801576 -0.024755544265887389 0.0064961675649046679 -0.0058133950670618204 0.004673322102233906 0.0020520781658382877 -0.014694247910086082 0.026300687938055491 0.00019780832070916398 -0.010645412407272186 leaf_weight=1308122 24 32 39 66 715 8674 35 46 46 25 98 508 30 125 249 828 119 90 1284 237 711 24 133 546 242 287 113 32 1930 162 leaf_count=1308122 24 32 39 66 715 8674 35 46 46 25 98 508 30 125 249 828 119 90 1284 237 711 24 133 546 242 287 113 32 1930 162 internal_value=-3.71672e-06 -0.000682054 -0.000651342 -0.000689707 -0.000655333 -0.000302338 -0.00234373 -0.00111523 0.00201591 0.0059078 0.000881322 0.00444754 0.00544378 -0.00083894 -0.00327047 -0.00552309 7.00551e-06 -0.000449817 0.0020824 0.000329329 0.00264101 -0.0037226 -0.00187572 -0.00313245 0.00117282 -0.00195073 -0.0101704 0.0120958 -0.000493612 -0.00690919 internal_weight=1.32557e+06 17450 17426 17387 17355 14354 3001 2286 2698 609 2089 563 538 11656 1608 953 655 10048 1374 1991 972 261 1019 886 340 536 148 98 2138 208 internal_count=1325572 17450 17426 17387 17355 14354 3001 2286 2698 609 2089 563 538 11656 1608 953 655 10048 1374 1991 972 261 1019 886 340 536 148 98 2138 208 cat_boundaries=0 1 2 cat_threshold=2656 2705 is_linear=0 shrinkage=0.05 Tree=263 num_leaves=31 num_cat=2 split_feature=108 136 38 27 89 35 69 15 17 135 38 8 8 92 0 136 86 117 110 52 33 59 107 100 124 82 78 52 0 59 split_gain=3.14821 4.33659 4.93594 4.41089 4.04525 3.27839 4.64411 3.67962 5.57185 4.03734 3.17754 2.99315 2.96319 7.01899 12.7514 10.6579 8.00643 8.36917 8.53421 7.04793 6.91679 6.52493 7.31343 6.51043 6.46601 6.23002 5.88981 5.64587 6.10724 5.47981 threshold=-0.99328058958053578 0 11.34999990463257 312.50000000000006 -0.1430583521723747 15.250000000000002 286.04640197753912 1.7549999952316286 6.9049999713897714 1015.5499877929689 9.5500001907348651 17.94999980926514 12.250000000000002 0.18434772640466693 156.50000000000003 1 0.8508322834968568 0.58068084716796886 0.86892831325531017 0.70499998331069957 17.550000190734867 218.32917022705081 -0.65032744407653797 0.095273718237876906 0.35019405186176306 335.12333679199224 9.6849999427795428 1.8450000286102297 329.50000000000006 219.14482116699222 decision_type=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 2 2 left_child=1 2 10 5 -5 7 -7 9 -9 -3 -1 -4 -2 14 24 16 17 18 26 25 21 -18 -23 -15 -14 -17 -16 28 -24 -21 right_child=12 3 11 4 -6 6 -8 8 -10 -11 -12 -13 13 23 15 19 20 -19 -20 29 -22 22 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0092976413718942139 -2.5335660092093223e-05 -0.0030197225056907292 -0.0023926033700477647 0.0051025532523182211 0.029859716981826795 0.0024935863735542321 0.022771583707071844 0.0088868118246184964 -0.00048697087869414379 -0.025740985404700042 -0.0083513122286999336 0.0043780876085660909 -0.0015210789864638654 -0.0025898046083412674 0.0085607562008268422 0.0025938411855181763 0.0040779640881211275 0.0088865984846194911 -0.0084286953988485045 -0.0012397140118721422 0.010930536270595681 0.0022083739944210464 0.0046099423138185203 8.811600877619488e-05 0.010889745899476111 0.012940534758709897 0.001270678077166332 -0.0047143677731440164 -0.018955806562056143 0.0008837486838752577 leaf_weight=27 1171077 871 1511 77 21 240 32 174 1783 20 460 183 5473 2315 469 2159 1576 993 150 4088 201 1788 329 115799 107 156 677 955 30 11831 leaf_count=27 1171077 871 1511 77 21 240 32 174 1783 20 460 183 5473 2315 469 2159 1576 993 150 4088 201 1788 329 115799 107 156 677 955 30 11831 internal_value=-3.53484e-06 -0.00120846 -0.00292314 -3.71313e-05 0.0104077 -0.000365324 0.00487923 -0.000866209 0.000346467 -0.00352974 -0.00737283 -0.00166118 1.39283e-06 0.000211332 0.000881171 0.00135659 0.0029888 0.00543265 0.00278622 0.00071292 0.00184838 0.00145815 0.000127127 3.56295e-05 -0.00128309 0.00329107 0.00425414 -0.00270489 0.00264066 0.000338443 internal_weight=1.32557e+06 5399 2181 3218 98 3120 272 2848 1957 891 487 1694 1.32017e+06 149096 30982 25402 7168 2289 1296 18234 4879 4678 3102 118114 5580 2315 1146 1314 359 15919 internal_count=1325572 5399 2181 3218 98 3120 272 2848 1957 891 487 1694 1320173 149096 30982 25402 7168 2289 1296 18234 4879 4678 3102 118114 5580 2315 1146 1314 359 15919 cat_boundaries=0 1 2 cat_threshold=4528 3362 is_linear=0 shrinkage=0.05 Tree=264 num_leaves=31 num_cat=0 split_feature=39 14 82 26 79 66 33 64 17 15 35 56 52 73 124 116 55 95 29 33 94 36 69 110 89 100 53 12 53 29 split_gain=3.03881 6.56138 5.16704 4.35989 4.01718 3.80444 3.15227 10.4058 10.0479 11.2223 8.10209 11.214 17.662 9.43396 8.75502 7.84087 7.67161 6.79756 6.51771 6.05945 10.6636 8.14056 6.90145 13.0852 10.6931 10.273 9.24476 9.53429 8.24061 8.93889 threshold=7.2500000000000009 3.7849999666213994 333.64730834960943 311.50000000000006 45.32500076293946 4.7950000762939462 10.449999809265138 12.375000000000002 11.120000362396242 2.2949999570846562 11.550000190734865 223.02378845214847 2.5849999189376835 0.51588639616966259 -0.36648726463317866 0.53727915883064281 0.38499999046325689 -0.95067632198333729 1010.2500000000001 12.34999990463257 -0.28485339879989618 15.750000000000002 306.13575744628912 0.7691597342491151 -0.94360587000846852 0.65247139334678661 0.34499999880790716 1.6549999713897707 4.305000066757203 1009.9500122070314 decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 -2 9 15 11 17 13 -13 -14 -9 18 -8 -15 20 21 -12 -21 24 25 -24 -25 -28 29 -29 right_child=6 -3 -4 4 5 -7 10 8 -10 -11 19 12 14 16 -16 -17 -18 -19 -20 22 -22 -23 23 26 -26 -27 27 28 -30 -31 leaf_value=0.0017250208811120625 6.3913179337529096e-06 -0.027332536075954084 0.015475979504676966 -0.0084730885621055931 0.015354104612120674 -0.0067381785227917136 0.0021192879312212178 0.0021383161889179125 0.0003294756877670862 0.0010393870368479584 0.0011107988265077937 -0.0047798372935921943 -0.0015338377746913832 -0.0066147487895626307 -3.2115062345700685e-05 0.0064793544512014196 -0.0021237346549672614 -7.2933581068490973e-05 0.0024770348994371961 1.2207624991478621e-05 9.6317841982068248e-05 0.017182434825344553 -0.00085727935529205258 0.0045151313626981887 -0.00057493755349412887 -0.0040631753087453657 -0.0021163714802988442 -0.0019201014752343983 -0.00021640226324568668 0.0024309399279908001 leaf_weight=276 218723 27 39 366 38 40 3710 2321 32629 10798 29722 2975 12700 225 41162 1885 12704 75438 1591 673953 119620 79 5300 1336 48419 4728 3645 1390 11904 7829 leaf_count=276 218723 27 39 366 38 40 3710 2321 32629 10798 29722 2975 12700 225 41162 1885 12704 75438 1591 673953 119620 79 5300 1336 48419 4728 3645 1390 11904 7829 internal_value=-3.3581e-06 -0.00311136 -0.00224974 -0.00320988 -0.00627753 0.00402473 -1.51411e-06 0.000152234 0.000821917 0.00189282 -4.0205e-05 -0.000379976 -0.000834522 -0.00221476 -0.000386203 0.00408384 -0.00168921 2.98251e-05 0.00135057 1.61183e-05 0.000307146 0.0011534 -4.12126e-05 -0.000467023 -0.000882717 -0.00236879 0.000463717 0.000245182 0.000652693 0.00177491 internal_weight=1.32557e+06 786 759 720 444 78 1.32479e+06 266356 47633 15004 1.05843e+06 150505 71357 17495 53862 4206 14520 79148 1816 907925 149421 29801 758504 84551 58447 10028 26104 24768 21123 9219 internal_count=1325572 786 759 720 444 78 1324786 266356 47633 15004 1058430 150505 71357 17495 53862 4206 14520 79148 1816 907925 149421 29801 758504 84551 58447 10028 26104 24768 21123 9219 is_linear=0 shrinkage=0.05 Tree=265 num_leaves=31 num_cat=0 split_feature=128 57 134 67 128 103 87 39 96 132 80 35 111 78 9 37 14 52 52 128 36 93 131 12 106 75 12 59 132 67 split_gain=3.16103 5.34957 3.95721 4.01537 3.94009 5.59185 5.51957 6.07263 7.34888 8.25866 5.45794 7.35528 4.66468 8.00386 4.82776 6.18632 8.71575 6.62093 5.65537 5.46746 5.43609 8.72012 4.9257 4.60039 4.43578 4.31643 4.30709 4.65631 4.97435 4.2489 threshold=338.50000000000006 154.84037780761722 1014.7500000000001 114.99499893188478 122.50000000000001 -0.56866502761840809 0.88440972566604625 14.750000000000002 -0.71719035506248463 1015.2500000000001 316.92376708984381 14.150000095367433 -0.31010280549526209 11.105000019073488 11.34999990463257 14.949999809265138 0.86500000953674328 3.495000004768372 0.27500000596046453 312.50000000000006 15.750000000000002 -0.23378753662109372 334.50000000000006 2.1450001001358037 -0.83290302753448475 0.55306687951087963 2.0049999952316289 251.20928955078128 1011.8500061035157 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 -2 -3 -4 -1 6 7 8 23 -10 -8 -12 13 24 15 18 -17 20 19 -14 -18 -22 25 -6 -7 -16 27 -26 -29 -20 right_child=1 2 3 -5 5 12 10 -9 9 -11 11 -13 14 -15 22 16 17 -19 29 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=1.7755794401149685e-05 0.014854136590754064 -0.0011580291877143676 0.0020548387194419958 -0.01387050075660227 -0.0054042224024406409 -0.0031948909512865085 0.0051523082107427266 -0.0019905597403769358 0.0065694961347010881 0.031720178543279569 0.0046163399772787541 0.040880921778493916 4.1472052403709348e-05 -0.00095451419089660761 -0.0066662477156372267 0.024373935987387088 -0.0014804754594843121 -0.00027086501518352936 -0.00087754672223432041 0.015153772656672768 -0.0048999081644357529 -0.019702199186819296 0.00067112045700984261 0.0064350677415156961 -0.0068838758174347399 -0.0021057450674792032 -0.0040402626393521148 -0.0023380815179954314 -0.025616326807066797 0.00091268755491459889 leaf_weight=1291764 71 1479 3780 40 145 404 153 643 102 48 27 29 114 1945 646 32 1147 3005 5333 126 960 111 1263 189 107 2636 153 29 110 8756 leaf_count=1291764 71 1479 3780 40 145 404 153 643 102 48 27 29 114 1945 646 32 1147 3005 5333 126 960 111 1263 189 107 2636 153 29 110 8756 internal_value=9.91446e-06 0.00122056 0.00103788 0.00188808 4.98926e-06 -0.000579541 0.00257772 0.00119374 0.00542412 0.0146177 0.0100406 0.0233962 -0.000736482 -0.00268836 -0.000514187 -0.000173474 -0.0016409 -0.00180029 0.00036469 0.00797543 -0.00387239 -0.00643404 -0.00198229 0.00129526 -0.00688801 -0.00300339 -0.0106274 -0.0147243 -0.0207597 0.000235044 internal_weight=1.32535e+06 5370 5299 3820 1.31998e+06 28213 1336 1127 484 150 209 56 26877 2748 24129 19584 5255 5223 14329 240 2218 1071 4545 334 803 3282 399 246 139 14089 internal_count=1325347 5370 5299 3820 1319977 28213 1336 1127 484 150 209 56 26877 2748 24129 19584 5255 5223 14329 240 2218 1071 4545 334 803 3282 399 246 139 14089 is_linear=0 shrinkage=0.05 Tree=266 num_leaves=31 num_cat=2 split_feature=71 30 55 18 5 39 114 42 12 25 14 136 66 60 93 109 35 66 57 92 61 98 116 52 136 28 54 119 63 109 split_gain=3.07478 7.72442 8.91468 7.84444 11.0223 10.4385 9.27691 10.1426 8.87884 8.08232 7.95854 7.45905 7.43315 10.5311 9.6122 7.38278 10.6296 7.38041 7.25704 8.33543 14.2026 9.59931 8.90217 7.01597 6.96283 6.66905 7.4957 6.58614 9.59378 6.3938 threshold=291.64468383789068 1022.3500061035157 1.2749999761581423 7.4149999618530282 2.6499999761581425 20.349999427795414 -0.81408452987670887 9.3499999046325701 2.7649999856948857 350.50000000000006 1.2050000429153445 0 1.2549999952316286 0.3588987290859223 0.9842144548892976 0.051262140274047859 10.84999990463257 54.155000686645515 280.25570678710943 -0.25851632654666895 0.34820155799388891 -0.74025651812553395 0.095842104405164733 1.0000000180025095e-35 1 1016.8500061035157 1.9550000429153445 -0.94260558485984791 0.59583654999732982 0.026050693355500702 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=18 3 24 4 10 9 -5 12 17 -6 -2 27 13 14 25 16 -15 -9 29 21 23 -20 -22 -21 -3 26 -8 28 -4 -1 right_child=1 2 11 6 5 -7 7 8 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 19 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00037392200207321665 -0.0023816186565737605 0.00026522171172526802 0.0047241660065224607 0.00033750535535613768 0.00047630799387457002 0.011696488544354604 0.00045591684491330908 -0.0031515016620477262 0.0019139370943319111 -0.0063048704061138636 0.0041331180176295721 -0.00072542752877417652 -0.00011666807002459299 0.035324970755193912 -0.011481038576162029 -0.00051595147995270546 0.0023502230655723885 -0.028034215221802397 0.0017910785337937045 -0.0091562990871562559 -0.0017462142044142503 -0.0027058509539097625 -0.0002107237173660528 -0.0024363313188072284 0.0056000665994668571 -0.006978670084138658 -0.0080915658519425237 0.00099131838618016113 0.037792945788081352 -3.8226228970964113e-05 leaf_weight=106654 540 979 90 106250 20564 204 1309 4484 989 449 3555 7821 143735 35 389 3602 81 30 7147 416 10878 1423 71373 5857 1658 727 319 24282 29 799478 leaf_count=106654 540 979 90 106250 20564 204 1309 4484 989 449 3555 7821 143735 35 389 3602 81 30 7147 416 10878 1423 71373 5857 1658 727 319 24282 29 799478 internal_value=9.41874e-06 0.00014382 0.00084669 5.8527e-05 0.000899066 0.000440684 -2.26935e-05 -0.000268494 -0.00237679 0.00033141 0.00327403 0.000617949 -0.000191249 -0.00185016 -0.00419972 -0.000116115 0.0122995 -0.00331687 -3.37354e-05 -0.000444554 -0.000588698 0.00104439 -0.000413798 -0.00288197 0.00364172 -0.00299699 -0.00121893 0.00104839 0.0127829 1.02846e-05 internal_weight=1.32535e+06 322121 34859 287262 25312 21217 261950 155700 5503 21013 4095 32222 150197 6462 2744 3718 116 4514 1.00323e+06 97094 88524 8570 82251 6273 2637 2355 1628 24401 119 906132 internal_count=1325347 322121 34859 287262 25312 21217 261950 155700 5503 21013 4095 32222 150197 6462 2744 3718 116 4514 1003226 97094 88524 8570 82251 6273 2637 2355 1628 24401 119 906132 cat_boundaries=0 1 2 cat_threshold=1811 2208 is_linear=0 shrinkage=0.05 Tree=267 num_leaves=31 num_cat=0 split_feature=129 58 129 55 79 37 98 35 107 35 87 64 59 72 52 132 15 84 72 106 61 115 33 88 53 69 78 37 89 92 split_gain=2.97729 4.7904 3.51425 5.14654 5.17157 7.00354 6.9675 4.7954 6.26019 6.16995 5.0574 6.93854 5.11269 5.59017 4.7679 4.7547 4.47543 4.42924 4.87002 4.49934 4.13596 4.75227 3.85628 5.37594 5.64996 3.74356 3.6411 3.42628 3.36512 3.29538 threshold=339.50000000000006 156.22691345214847 295.50000000000006 0.2650000005960465 9.3550000190734881 16.349999427795414 -0.95049968361854542 14.550000190734865 -0.4562333077192306 13.650000095367433 0.86865979433059703 24.265000343322757 300.75967407226568 0.42951951920986181 4.8949999809265146 1022.2500000000001 2.995000004768372 0.89977446198463451 0.62705734372138988 -0.70119553804397572 0.46953815221786505 -0.66259482502937306 14.150000095367433 -0.93765592575073231 1.6250000000000002 324.58999633789068 20.275000572204593 12.050000190734865 -0.92552900314331044 -0.30537502467632288 decision_type=2 2 2 2 2 2 2 2 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 29 16 17 6 15 8 22 27 14 12 13 -12 -9 -6 -4 -5 19 -19 21 -16 -8 24 -24 -15 -25 28 -10 -1 right_child=1 -3 3 4 5 -7 7 10 9 -11 11 -13 -14 25 20 -17 -18 18 -20 -21 -22 -23 23 26 -26 -27 -28 -29 -30 -31 leaf_value=0.00017595241263749812 0.015174562137451816 0.0010729296908911664 0.0078675042752572259 -3.3102660755401907e-05 -0.0048223442787806367 -0.0078336975523394994 -0.00042818604004299171 -0.0063979747087614669 -0.022935659869108352 -0.018382572431815788 0.030689993114210667 -0.0064899226413045481 0.016302154205685621 0.0025941710994835873 0.023430090458978984 0.0039796480781811331 -0.01162688211735451 0.0048810444170764335 0.0015758868131833489 0.023505670864971642 -0.00086486270271399299 0.0017187290430321534 0.0052036724208543699 -1.730718815224887e-05 -0.017296745887236491 0.022122955895387209 -0.0081346069546153529 0.0037316026007558436 -0.002857983286182086 -2.4833905417139674e-05 leaf_weight=253880 61 4737 273 6943 1665 412 6785 256 32 100 20 111 121 437 44 169 33 72 278 59 257 59 36 537 124 26 186 94 60 1047480 leaf_count=253880 61 4737 273 6943 1665 412 6785 256 32 100 20 111 121 437 44 169 33 72 278 59 257 59 36 537 124 26 186 94 60 1047480 internal_value=8.94974e-06 0.00125221 4.43254e-06 -0.000667277 -0.000771516 -0.00143223 -0.00119503 -0.000638765 -0.00110359 -0.00836681 0.002139 0.00499976 0.00711128 0.0048088 -0.00118153 -0.00401126 0.00576517 0.000264763 0.00532119 0.0132692 0.00252794 0.0109935 -0.000832686 -0.00394088 -0.0122342 0.00369082 -0.00210558 -0.00298199 -0.00984152 1.43371e-05 internal_weight=1.32535e+06 4798 1.32055e+06 19189 18883 11531 11119 9285 7954 286 1331 715 604 483 616 1834 306 7352 409 131 360 103 7668 883 160 463 723 186 92 1.30136e+06 internal_count=1325347 4798 1320549 19189 18883 11531 11119 9285 7954 286 1331 715 604 483 616 1834 306 7352 409 131 360 103 7668 883 160 463 723 186 92 1301360 is_linear=0 shrinkage=0.05 Tree=268 num_leaves=31 num_cat=2 split_feature=104 136 84 0 71 23 83 122 136 94 31 38 61 3 67 84 52 92 10 1 38 43 93 40 92 52 61 89 101 52 split_gain=2.84706 9.17882 13.2676 9.66605 7.71062 7.80008 8.88653 7.04492 6.99695 8.82124 6.60968 6.27696 7.91796 6.63351 6.20343 6.10621 6.18495 7.11059 6.00145 5.84233 5.48806 5.21012 6.26873 5.15912 5.14518 5.38049 5.09056 4.98672 4.9721 4.95229 threshold=-0.98557367920875538 0 0.81418490409851085 228.50000000000003 182.52442932128909 4.5050001144409189 279.41764831542974 -0.93038213253021229 1 -0.40899443626403803 1017.3500061035157 15.750000000000002 0.38046707212924963 96.500000000000014 2.1950000524520878 0.89655435085296642 0.35500000417232519 -0.82903259992599476 2.4500000476837163 296.50000000000006 11.250000000000002 9.4499998092651385 0.052094941958785064 13.050000190734865 -0.3316215425729751 3.2949999570846562 0.42519927024841314 -0.99415564537048329 0.0066408973652869472 0.15500000119209292 decision_type=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 2 left_child=1 4 3 11 -1 6 15 18 9 10 -4 20 13 -13 -15 16 17 -6 -7 27 -3 -9 23 -23 25 -16 -20 -19 -21 -25 right_child=-2 2 8 -5 5 7 -8 21 -10 -11 -12 12 -14 14 24 -17 -18 19 26 28 -22 22 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.0027377937845726786 -1.1657962597816296e-05 0.002363655198788288 0.0066373292620523043 0.0018176536366390002 0.018341443101153449 0.0017010187941737546 0.0076330529357562004 -5.3974498675113825e-05 0.0013149023641782723 0.0034943615877247414 0.017086766942277027 -0.0019916290118999315 0.0011763483353652918 0.00085063911087456207 0.044717620871961121 -0.0030916889456369667 -0.0011930870734040569 0.010563614762472445 -0.002084243254497875 0.027087310883910101 -0.0011931567730874861 0.0028098451134509882 -0.0017072296782913027 0.022402954244842899 0.011808176923031901 0.013181715094972225 -0.00031597220936297864 0.0010154461635600829 0.0038343303567833376 0.00053532899111614907 leaf_weight=2532 1232101 1224 454 8689 89 2015 664 30912 2104 1914 227 64 1304 42 38 639 693 163 8063 47 9517 4817 1667 26 51 21 8219 849 45 6157 leaf_count=2532 1232101 1224 454 8689 89 2015 664 30912 2104 1914 227 64 1304 42 38 639 693 163 8063 47 9517 4817 1667 26 51 21 8219 849 45 6157 internal_value=8.50225e-06 0.000274888 0.00108001 0.00054186 -3.07615e-05 7.45778e-05 0.00248604 -4.97053e-05 0.00348158 0.00521315 0.0101205 -0.000362257 0.00264508 0.0115119 0.0171976 0.00113252 0.00256374 0.00474604 -0.000873076 0.00365003 -0.000787837 0.000295994 0.00115004 0.00158305 0.0234391 0.033493 -0.00119164 0.00255334 0.0157136 0.000627284 internal_weight=1.32535e+06 93246 25649 20950 67597 65065 3189 61876 4699 2595 681 12261 1520 216 152 2525 1886 1193 18297 1104 10741 43579 12667 11000 110 59 16282 1012 92 6183 internal_count=1325347 93246 25649 20950 67597 65065 3189 61876 4699 2595 681 12261 1520 216 152 2525 1886 1193 18297 1104 10741 43579 12667 11000 110 59 16282 1012 92 6183 cat_boundaries=0 1 2 cat_threshold=2272 1808 is_linear=0 shrinkage=0.05 Tree=269 num_leaves=31 num_cat=0 split_feature=128 57 134 67 38 35 134 52 128 98 16 99 130 90 56 78 119 54 63 14 39 38 54 134 67 54 39 109 52 76 split_gain=2.77913 4.70682 3.51889 3.63084 3.49561 3.4085 5.67512 4.11088 3.37774 5.02176 6.27771 4.24519 4.18255 4.47501 5.08505 6.20735 4.35266 4.11661 4.11651 4.10022 5.92313 4.70865 6.66009 3.54275 3.5678 3.34058 3.31919 7.79252 10.7598 11.4502 threshold=338.50000000000006 154.84037780761722 1014.7500000000001 114.99499893188478 12.650000095367433 15.550000190734865 1019.4500122070314 16.275000572204593 122.50000000000001 -0.40987940132617945 15.405000209808351 -0.37451648712158198 338.50000000000006 -0.92756241559982289 264.33665466308599 2.245000004768372 0.90992662310600292 0.30500000715255743 0.41128377616405493 0.87500000000000011 15.650000095367433 15.750000000000002 0.78499999642372142 1016.6499938964845 2.4050000905990605 0.78499999642372142 14.949999809265138 -0.091759592294692979 0.074999999254941954 6.5650000572204599 decision_type=2 2 2 2 2 2 2 2 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 4 -3 5 -2 7 -7 -4 26 12 23 -12 13 14 15 -10 -16 18 -14 20 -15 -21 -23 -11 25 -25 -1 28 29 -28 right_child=1 2 3 -5 -6 6 -8 -9 9 10 11 -13 17 19 16 -17 -18 -19 -20 21 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-3.8443043116761136e-05 -0.00066400982367877776 -0.0010988433539099152 0.003694327246314025 -0.01321141423773952 0.022364585434810985 0.0012043951371640269 -0.016104323616908753 0.00022276587417862016 -0.017490646567312067 0.0006355405601612624 0.0061118014749018072 0.035876763964653946 0.023399831280112266 0.0013283367323068283 -0.00093764475630357799 -0.0033099625367823526 -0.022731427325988596 0.00090321772591780373 -0.0043822831148281694 -0.00013087892086235554 0.026238535705820795 -0.014453055281217373 -0.0020315613027245827 0.0051006885167832177 -0.0055552064673975114 0.029947807111086383 0.0056243542580227523 6.2856290718062656e-05 0.00055980859364197029 -0.00082688862121612055 leaf_weight=891305 26 1479 2137 40 45 156 68 1419 80 379 23 25 40 75 5870 2182 23 2809 20 14711 35 115 1751 24 20 31 2184 361899 35372 1004 leaf_count=891305 26 1479 2137 40 45 156 68 1419 80 379 23 25 40 75 5870 2182 23 2809 20 14711 35 115 1751 24 20 31 2184 361899 35372 1004 internal_value=8.07763e-06 0.00114323 0.000971887 0.00177362 0.0139316 0.00193219 -0.00405004 0.00230902 3.45953e-06 -0.000537752 0.00441844 0.0216144 -0.000627536 -0.000836291 -0.00179625 -0.00381149 -0.0010227 0.00118002 0.0141391 -0.000367157 0.00925431 -0.000431002 -0.00279709 0.00260036 0.0125293 0.0191054 1.528e-05 0.000134852 0.000810554 0.00359266 internal_weight=1.32535e+06 5370 5299 3820 71 3780 224 3556 1.31998e+06 28213 502 48 27711 24842 8155 2262 5893 2869 60 16687 110 16577 1866 454 75 55 1.29176e+06 400459 38560 3188 internal_count=1325347 5370 5299 3820 71 3780 224 3556 1319977 28213 502 48 27711 24842 8155 2262 5893 2869 60 16687 110 16577 1866 454 75 55 1291764 400459 38560 3188 is_linear=0 shrinkage=0.05 Tree=270 num_leaves=31 num_cat=0 split_feature=88 92 13 12 77 83 82 90 7 91 90 83 75 61 117 7 123 115 73 91 87 87 25 84 106 124 73 94 78 86 split_gain=3.3524 5.40323 6.2836 6.3242 5.29318 5.27314 5.01293 5.08403 4.87883 4.55653 4.46736 4.27671 5.0707 4.23573 6.33416 5.81371 5.69345 4.83181 4.07879 4.06192 4.04689 4.97413 4.24376 3.91541 3.77155 3.69713 3.68719 3.70083 5.72336 4.77895 threshold=0.62079554796218883 -0.30537502467632288 0.50499999523162853 3.0249999761581425 36.300001144409187 336.73744201660162 322.62081909179693 -0.59114858508110035 13.34999990463257 -0.2879475057125091 -0.99956825375556935 323.40559387207037 0.32348178327083593 0.24670040607452395 0.70088258385658275 9.0500001907348651 -0.095842104405164705 -0.35019405186176294 0.90326368808746349 -0.96328663825988758 0.80669528245925914 0.8595380187034608 310.50000000000006 0.86383962631225597 -0.97603401541709889 0.83385404944419872 0.87780204415321361 0.52634719014167797 29.685000419616703 0.89405518770217907 decision_type=2 2 2 2 2 2 2 2 2 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 24 4 10 -6 7 9 11 -2 25 -8 -13 16 -15 -16 -14 -17 19 20 22 23 -12 -22 -3 -4 27 28 -21 -29 right_child=1 2 3 -5 5 -7 8 -9 -10 -11 18 12 13 14 15 17 -18 -19 -20 26 21 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-8.774047637929811e-07 0.0032941389499992653 0.025863153081867964 0.017676757556425098 0.0062797661590041276 -0.016773789222755537 0.00366340799179549 0.0096302736283643067 -0.0022263117930804511 0.024720642210117411 -0.0027894426700066036 0.0029865456020579098 -0.017933561526896322 0.0021775045675727039 0.018131460264129075 -0.009547185248610382 -1.0691498007093158e-05 0.026963747168580694 0.02733487691730261 -0.020946454105057546 -0.0034071226802186109 -0.0038010182088270548 0.0033139913494739195 0.020672916905658152 -0.021274626084202684 0.00054710907528975181 -0.0067040030399094456 0.011034544681328848 -0.0054871226693884237 0.0074070783479748149 -0.018824074744525091 leaf_weight=1317250 1123 31 48 191 127 42 189 1917 28 424 148 34 65 38 159 70 36 21 31 2079 126 207 44 43 28 23 43 526 130 77 leaf_count=1317250 1123 31 48 191 127 42 189 1917 28 424 148 34 65 38 159 70 36 21 31 2079 126 207 44 43 28 23 43 526 130 77 internal_value=-7.09326e-06 -0.00102447 -0.00234603 -0.00259198 -0.00305069 -0.0116947 0.000245571 -0.000505556 0.00431104 0.00162676 -0.00263627 0.00337727 0.000583377 0.00220182 -0.000887927 -0.00377887 0.0110122 0.00629982 -0.00289147 -0.00272796 0.00113358 -0.00188229 0.00703967 -0.00824697 0.0138488 0.00977876 -0.00349621 -0.00371841 -0.00277071 -0.00719018 internal_weight=1.3253e+06 8048 3944 3885 3694 169 4104 3464 640 1547 3525 612 423 389 288 250 101 91 3454 3423 568 376 192 169 59 71 2855 2812 2209 603 internal_count=1325298 8048 3944 3885 3694 169 4104 3464 640 1547 3525 612 423 389 288 250 101 91 3454 3423 568 376 192 169 59 71 2855 2812 2209 603 is_linear=0 shrinkage=0.05 Tree=271 num_leaves=31 num_cat=1 split_feature=88 115 56 12 124 93 101 54 11 99 91 61 13 19 114 13 58 115 136 61 23 64 17 14 73 87 12 12 15 52 split_gain=3.11634 5.85003 7.15465 5.78856 5.62404 5.25678 6.50973 6.17585 5.91158 5.02208 4.64111 4.46753 5.25795 4.38448 5.82375 4.29668 4.99658 4.27767 4.38552 5.57567 4.7808 6.79062 6.23212 4.81193 4.47657 4.38245 4.18353 4.96158 4.0927 4.03358 threshold=0.12611643224954608 -0.96359375119209278 113.86207199096681 2.054999947547913 0.99353402853012096 0.84126245975494396 0.59072977304458629 1.044999957084656 0.55000001192092907 -0.98403021693229664 -0.97361212968826283 0.17401388287544253 2.0649999380111699 10.405000209808351 -0.68832838535308827 2.3149999380111699 347.37214660644537 -0.44618082046508784 0 0.25054396688938146 5.2550001144409189 4.0850000381469735 6.0650000572204599 2.1250000000000004 0.42522938549518591 0.85785400867462169 3.0449999570846562 2.9450000524520878 3.0149999856948857 0.98500001430511486 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 5 28 15 7 9 8 -3 -7 -9 12 -10 14 -11 -5 -17 18 19 -13 23 22 -22 -20 -24 -23 27 -12 -4 -27 right_child=1 2 3 4 -6 6 -8 10 11 13 26 17 -14 -15 -16 16 -18 -19 20 -21 21 25 24 -25 -26 29 -28 -29 -30 -31 leaf_value=4.7738501880667304e-06 0.0013334975422277186 0.01268858437916558 -0.00076737384906318577 0.0030388909832802535 0.013749783604845897 0.0071885060743187325 -0.003456832234621661 0.0019546635222275547 -0.021969129330419165 -0.027730270419269801 -0.0040401993420367847 0.025779174157651144 0.0081244543549560382 0.00054217760403202299 -0.0087956630863954086 -0.00075816745047883579 0.020904866364543084 0.0043933460679283125 0.0017896085788261116 0.0021598495142219083 0.012877842214177638 0.0055606908349962875 0.00083974741802111659 0.025704835796647747 -0.011697361651301164 -0.0078509349173707943 0.0044414173280885377 -0.020447680196586125 0.019479038037359717 0.0075348280328658554 leaf_weight=1296077 3725 95 15820 1639 91 27 834 396 47 90 2344 32 21 34 74 1881 27 488 246 114 34 229 88 23 373 178 143 47 25 56 leaf_count=1296077 3725 95 15820 1639 91 27 834 396 47 90 2344 32 21 34 74 1881 27 488 246 114 34 229 88 23 373 178 143 47 25 56 internal_value=-6.7386e-06 -0.000517365 -0.000787779 -0.000322465 0.00147617 -0.00229546 -0.00549299 -0.00161194 0.000512132 -0.0130404 -0.00307921 -8.75379e-05 -0.0126755 -0.0157988 -0.0191866 0.00116128 -0.000451615 0.000372421 -0.00105672 0.00686639 -0.00203883 -0.00370928 -0.00778055 0.0038344 -0.00930416 0.000643374 -0.00386588 -0.00436272 -0.000735429 -0.00416887 internal_weight=1.3253e+06 29221 25496 19483 3638 6013 1059 4954 2024 225 2930 1929 68 198 164 3547 1908 1861 1373 146 1227 958 495 269 461 463 2534 2391 15845 234 internal_count=1325298 29221 25496 19483 3638 6013 1059 4954 2024 225 2930 1929 68 198 164 3547 1908 1861 1373 146 1227 958 495 269 461 463 2534 2391 15845 234 cat_boundaries=0 1 cat_threshold=34 is_linear=0 shrinkage=0.05 Tree=272 num_leaves=31 num_cat=4 split_feature=54 52 92 57 63 59 136 94 111 57 99 106 54 52 89 85 136 55 92 94 75 64 56 136 30 11 60 83 136 11 split_gain=2.86798 11.8257 8.42101 7.90072 9.66506 7.37068 7.16674 7.10909 6.30558 15.6274 6.23423 6.10449 6.0696 10.8652 12.2768 9.7245 10.3931 11.6219 9.19786 8.48078 7.79599 7.72505 8.94422 9.34747 15.1801 8.71629 7.62977 8.96447 12.9848 11.1622 threshold=7.7149999141693124 5.3250000476837167 -0.95060402154922474 314.30274963378912 0.34302677214145666 309.97760009765631 0 0.65512874722480785 1.0000000180025095e-35 241.710563659668 -0.30339516699314112 1.0000000180025095e-35 2.9650000333786015 2.304999947547913 -0.40542343258857721 0.85824719071388256 1 1.3149999976158144 -0.73192805051803578 -0.94477844238281239 0.5458950698375703 20.964999198913578 266.51501464843756 2 1013.5499877929689 6.1499998569488534 0.55387547612190258 310.16224670410162 3 5.4500000476837167 decision_type=2 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 1 2 left_child=1 3 7 12 -5 -2 -4 -3 9 -8 -6 -12 13 21 15 16 -15 -18 -14 -20 -19 22 26 25 -25 -24 27 -1 -29 -30 right_child=5 2 6 4 10 -7 8 -9 -10 -11 11 -13 18 14 -16 -17 17 20 19 -21 -22 -23 23 24 -26 -27 -28 28 29 -31 leaf_value=1.2726792120970135e-05 -0.00024640355051175708 -0.00044487401137267396 3.1751322925383057e-06 -0.002415631681620142 0.00027323771061999461 0.00059850132955118352 0.0066838506384452922 -0.0071905141752968364 0.00092181284444383662 0.0011876374352985765 -0.0087924532244323395 0.0070418826858135502 0.00021820036129555957 -0.00035252135051140615 -0.00040794234661403804 0.00021305388273446099 0.0055515060986621838 -0.00023580546451928356 -0.0029882663879975289 -0.0005916621407285876 0.0024648378172762407 0.0018566933276726147 -0.0010537302844619285 -0.0040165610440780894 -0.0006730330399854973 0.00074343327045876752 -0.0011384417378930819 0.0027203114467043766 -0.0010777957459896881 0.0011561707060560795 leaf_weight=716817 235378 9680 18693 7569 8860 28992 1721 407 40818 5204 343 74 41416 4251 16258 14203 2514 3386 3941 58268 12677 5566 13253 4804 11572 13743 13782 7316 8984 14808 leaf_count=716817 235378 9680 18693 7569 8860 28992 1721 407 40818 5204 343 74 41416 4251 16258 14203 2514 3386 3941 58268 12677 5566 13253 4804 11572 13743 13782 7316 8984 14808 internal_value=-6.40167e-06 3.03151e-05 0.000629045 -1.62274e-05 -0.00108974 -0.000153747 0.000833423 -0.000717054 0.00115825 0.00255356 -7.95796e-06 -0.00598252 2.46337e-06 4.58347e-05 0.00073742 0.00124028 0.00187939 0.00238902 -0.000359129 -0.000743489 0.00189556 3.7231e-07 -1.24616e-05 -0.000710873 -0.00165287 -0.000138787 2.73063e-05 4.87876e-05 0.000879731 0.00031248 internal_weight=1.3253e+06 1.06093e+06 76523 984405 16846 264370 66436 10087 47743 6925 9277 417 967559 863934 53289 37031 22828 18577 103625 62209 16063 810645 805079 43372 16376 26996 761707 747925 31108 23792 internal_count=1325298 1060928 76523 984405 16846 264370 66436 10087 47743 6925 9277 417 967559 863934 53289 37031 22828 18577 103625 62209 16063 810645 805079 43372 16376 26996 761707 747925 31108 23792 cat_boundaries=0 1 2 3 4 cat_threshold=3232 2080 3472 5123 is_linear=0 shrinkage=0.05 Tree=273 num_leaves=31 num_cat=1 split_feature=80 10 39 7 59 52 64 67 109 122 37 9 17 55 64 78 97 34 92 31 101 91 36 79 72 1 111 136 20 32 split_gain=3.07784 10.1008 11.1775 7.66417 7.46464 8.65239 7.02625 7.9031 7.56315 6.86583 7.93513 6.90635 5.84531 6.13341 5.82733 5.92714 5.68078 5.54081 5.45674 5.40331 5.28736 6.36023 8.02481 8.04037 6.37867 5.26332 5.09316 5.54083 8.05065 6.56778 threshold=323.08093261718756 0.94999998807907116 19.050000190734867 12.949999809265138 279.56692504882818 0.51499998569488536 1.325000047683716 0.59499999880790722 0.96752718091011058 0.13052122294902804 12.84999990463257 3.5499999523162846 6.9049999713897714 3.7849999666213994 0.79500001668930065 4.4749999046325692 -0.43846178054809565 9.9499998092651385 -0.58673125505447377 1014.3500061035157 0.58530816435813915 -0.3953897207975387 15.84999990463257 24.23499965667725 0.4245035201311112 21.500000000000004 0.56894499063491832 0 5.5350000858306894 14.050000190734865 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 1 2 2 left_child=-1 12 3 6 5 -5 7 9 18 17 11 -11 13 20 15 -10 -14 -3 -9 -4 21 22 23 24 -2 -13 27 28 29 -8 right_child=1 2 19 4 -6 -7 26 8 14 10 -12 25 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.0369084861304844e-05 -0.012677307130169062 -0.010796339616494914 0.0092456806678873037 0.0099094018548578494 -0.00022100110816326694 0.0018097892284922651 0.0054393927610637445 -0.00057793024486710483 0.0013750493843955073 0.022127255495718642 -0.017302630641139471 0.019425778239965441 0.0014840480692387512 -0.00019427781848459498 -0.0044274274887244119 -0.019052907951560845 -0.0053176365983328804 0.00026223228424285928 -0.0042375037997243207 0.00052334704091871358 0.012815104750585952 -0.0074741019133048566 0.037054559757763693 0.02849108650638112 0.0099478801142664237 -0.0041581641490354313 -0.00076421213688162063 -0.00045261801253549864 0.002231090568986468 0.024626375284868402 leaf_weight=1266281 59 124 423 442 3116 1298 106 1735 44 92 26 35 4074 318 290 184 332 1309 2467 306 316 91 22 29 66 73 38510 1889 1164 77 leaf_count=1266281 59 124 423 442 3116 1298 106 1735 44 92 26 35 4074 318 290 184 332 1309 2467 306 316 91 22 29 66 73 38510 1889 1164 77 internal_value=-6.08069e-06 -0.000359031 -0.000564646 -0.000649256 0.00124391 0.00386728 -0.000840283 -0.00238581 -0.0034292 0.000582707 0.00868228 0.0120603 0.00172192 0.00539144 -0.0091297 -0.0151107 0.000971529 -0.000694685 -0.00272647 0.00558445 0.0084382 0.00325804 0.00880705 0.00477169 -0.000731208 0.00348478 -0.000604119 0.00130107 0.00373603 0.0135126 internal_weight=1.3253e+06 59017 53710 52981 4856 1740 48125 6379 4720 1659 226 200 5307 901 518 228 4406 1433 4202 729 583 267 176 154 125 108 41746 3236 1347 183 internal_count=1325298 59017 53710 52981 4856 1740 48125 6379 4720 1659 226 200 5307 901 518 228 4406 1433 4202 729 583 267 176 154 125 108 41746 3236 1347 183 cat_boundaries=0 1 cat_threshold=276 is_linear=0 shrinkage=0.05 Tree=274 num_leaves=31 num_cat=0 split_feature=107 122 38 21 5 95 55 57 35 66 75 0 88 92 12 21 60 8 35 31 28 23 53 31 103 31 17 94 75 57 split_gain=3.01847 7.64666 9.43501 9.10058 7.81694 11.9952 7.60644 7.08604 6.33712 5.8806 5.77319 5.70938 5.53869 8.89327 6.2693 5.48766 5.44562 4.74018 5.78892 6.18214 6.52025 6.33397 8.15511 6.74247 5.73939 5.58465 4.88333 5.34557 5.33135 5.41658 threshold=-0.96084782481193531 -0.94828754663467396 15.250000000000002 5.7950000762939462 5.1499998569488534 0.5931970775127412 0.034999999217689044 311.32275390625006 14.84999990463257 1.4550000429153445 0.73538231849670421 265.50000000000006 1.0000000180025095e-35 -0.3316215425729751 3.1650000810623173 5.7349998950958261 0.22044127434492114 8.6500000953674334 10.449999809265138 1021.3500061035157 1014.1499938964845 4.3350000381469735 0.30500000715255743 1017.9500122070314 0.042888076975941665 1011.7500000000001 3.7749999761581425 -0.98372009396553028 0.69038510322570812 258.10331726074224 decision_type=2 2 2 2 2 2 2 2 2 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 17 6 -6 7 10 -7 11 -4 -1 -2 16 -15 -13 -14 18 -3 20 25 22 23 -22 26 -20 -19 -28 29 -29 right_child=12 3 4 -5 5 8 -8 -9 -10 -11 -12 15 13 14 -16 -17 -18 24 19 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-1.5165238695385824e-05 -1.3717202098471912e-05 -0.0051099285689427112 0.010109071169738726 0.0001547961377687241 -0.0020706399008921113 -0.020741247572651549 -0.00077753368497970269 -0.022862343266606331 -0.0071905204037688505 -0.00011273873338227395 -0.0073658553172241559 0.0062199917810364623 0.0025718904248450735 -0.0027537986416066788 0.0031538400121546859 -0.00013526607380215467 -0.0004407256959213339 -0.015123509231489153 0.0015902001230911013 -0.0029984261667948247 0.01270853349951675 0.0017964813763432664 -0.00090313680827357754 -0.014077048588544132 0.0010599010661842656 -0.0008134211847146528 -0.004304364478666685 0.0089453195254942525 0.0013573233188578766 0.0030727803581096871 leaf_weight=1309 1144143 398 336 93748 5258 108 9769 20 429 8948 55 1186 1592 6065 485 476 25965 32 4469 929 390 8139 215 25 3071 5262 160 1011 663 642 leaf_count=1309 1144143 398 336 93748 5258 108 9769 20 429 8948 55 1186 1592 6065 485 476 25965 32 4469 929 390 8139 215 25 3071 5262 160 1011 663 642 internal_value=-5.77683e-06 0.000207821 -0.000537383 0.000382273 -0.00133168 -0.00279762 -0.000497195 0.00616613 -0.00991581 0.000527216 0.00765096 0.00245462 -3.24342e-05 -0.000660309 -0.00231636 0.00439983 -0.000266683 0.00122166 0.000859378 0.000981658 0.00118152 0.00217035 0.00700036 0.0110949 0.00250917 0.000290451 0.00428377 0.00453459 0.00514523 0.00666451 internal_weight=1.3253e+06 147048 27894 119154 15975 5795 10180 411 537 11919 391 2971 1.17825e+06 34107 6550 1662 27557 25406 19827 19429 18500 8769 630 415 5579 9731 2508 2476 2316 1653 internal_count=1325298 147048 27894 119154 15975 5795 10180 411 537 11919 391 2971 1178250 34107 6550 1662 27557 25406 19827 19429 18500 8769 630 415 5579 9731 2508 2476 2316 1653 is_linear=0 shrinkage=0.05 Tree=275 num_leaves=31 num_cat=2 split_feature=108 120 55 79 30 52 136 60 96 93 84 92 10 67 130 93 17 75 85 30 103 39 32 52 35 136 21 14 111 4 split_gain=3.85134 6.09762 6.08974 9.06057 8.31031 7.16587 6.67896 5.74681 5.42345 5.55157 5.38307 5.28295 6.41955 5.46187 5.27082 5.60142 5.21591 5.09945 4.94163 4.79733 4.33664 4.33542 4.46919 3.88611 3.94178 3.85522 3.78102 4.40771 3.76595 3.71064 threshold=-0.93657124042510975 -0.13052122294902799 1.8350000381469729 2.8549998998641972 1007.0499877929689 1.3450000286102297 0 0.48000334203243261 -0.90263381600379933 0.42690682411193853 0.87479326128959667 -0.30537502467632288 14.34999990463257 2.9750000238418584 124.50000000000001 -0.95128270983695973 13.344999790191652 0.90304362773895275 0.74775400757789623 1005.4500122070314 0.78243207931518566 11.150000095367433 16.849999427795414 1.8149999976158144 14.750000000000002 1 6.4749999046325692 1.4149999618530276 0.14981295913457873 8.8499999046325701 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 18 5 4 -4 6 -3 19 10 14 11 12 17 -14 20 -16 -6 25 -1 -7 29 -21 -23 -13 -25 -5 27 -11 -8 -10 right_child=-2 2 3 8 16 7 28 -9 9 26 -12 23 13 -15 15 -17 -18 -19 -20 21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0016153720735039832 -5.0461225001605667e-06 -0.0080002596110396746 -0.017165274366628954 0.0086824729611645092 -0.0072661374276798037 -0.0055278750951401889 -0.00039548906850021533 -0.00054614378144062295 -0.00020819118375051983 0.0040659842738772142 -0.0055621391535347091 -0.010081658768299698 0.030242586983367806 0.0075062289175828207 0.02765007707147071 0.0028484600096593659 -0.0012856424472377031 0.020200750817145622 0.0035378325816540048 -0.0018401720071275858 0.016113901716016701 0.011112381206398328 -0.0055025508415631275 -0.00080496412865218095 0.0041162155189157709 -0.00026250681448755539 -0.0027054980704712722 -0.015546301136095243 0.012501634066195592 -0.0034807894754749838 leaf_weight=709 1309994 297 130 127 663 72 315 441 1312 34 419 104 30 221 26 183 810 35 1353 94 32 505 44 3999 453 999 184 182 69 2549 leaf_count=709 1309994 297 130 127 663 72 315 441 1312 34 419 104 30 221 26 183 810 35 1353 94 32 505 44 3999 453 999 184 182 69 2549 internal_value=-1.45765e-05 -0.000776258 -0.00114209 -0.00153737 -0.00504698 0.00154587 -0.00252283 0.00394274 -0.00102071 -0.00234981 -8.38617e-05 0.000300756 0.00297295 0.0102237 -0.00180153 0.00593383 -0.00397747 0.00140539 0.00176595 0.00671141 -0.00221681 0.0080819 0.00978077 -0.000527414 -0.000304224 0.000821163 -0.00797249 -0.0124592 0.00187318 -0.00236873 internal_weight=1.32638e+06 16391 14329 12492 1603 1837 681 1156 10889 4502 6387 5968 1412 251 4102 209 1473 1161 2062 715 3893 643 549 4556 4452 1126 400 216 384 3861 internal_count=1326385 16391 14329 12492 1603 1837 681 1156 10889 4502 6387 5968 1412 251 4102 209 1473 1161 2062 715 3893 643 549 4556 4452 1126 400 216 384 3861 cat_boundaries=0 1 2 cat_threshold=897 1044 is_linear=0 shrinkage=0.05 Tree=276 num_leaves=31 num_cat=3 split_feature=108 68 54 84 136 20 136 93 40 124 22 15 67 135 84 13 136 107 74 87 20 55 90 105 37 122 124 93 53 61 split_gain=3.47572 6.03227 6.06177 5.50549 6.08778 7.16328 5.46142 5.74905 5.27833 5.25662 4.46814 7.15289 6.29614 4.8088 4.34343 4.03374 5.63937 4.00921 4.89717 4.54621 3.76926 4.00368 3.69614 3.62175 3.5837 3.5501 7.45372 12.93 8.86736 7.27549 threshold=-0.93657124042510975 298.80912780761724 5.8750000000000009 0.87303224205970775 0 6.055000066757203 1 -0.30337931215763086 11.34999990463257 -0.95368063449859608 6.0050001144409189 1.825000047683716 7.6549999713897714 1015.1499938964845 0.73500663042068493 1.935000002384186 2 -0.99441236257553089 0.46621662378311163 0.76772430539131176 6.0950000286102304 1.9950000047683718 -0.93369814753532399 -0.25689952075481409 13.84999990463257 -0.41467745602130884 0.35019405186176306 -0.35634955763816828 1.4950000047683718 0.51853489875793468 decision_type=2 2 2 2 1 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 left_child=1 3 15 4 5 17 7 -5 20 -4 12 -12 -6 -14 -11 16 -3 -1 24 -20 21 -8 -18 -21 -19 -2 -27 28 29 -28 right_child=25 2 9 6 10 -7 8 -9 -10 14 11 -13 13 -15 -16 -17 22 18 19 23 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.0070361238571682158 -7.9228062521944118e-05 0.0052467367471288051 0.0025891419060644696 0.010733471539579187 0.00064170049984820258 -0.00079397411009696954 -0.00053851689139503196 -0.0027070406185979016 0.016538136718528614 -0.0021247381795987939 -0.0031121264771085812 0.00068050196547086658 0.0065031123769369314 -0.013564817517274811 -0.016899017333329682 0.010458062619749291 -0.020427878760009274 -0.0040557337241607901 -0.013419992483958545 0.0025333444124361112 -0.002884919835293355 -0.010828033083512094 -0.0033005808341032314 -0.0092257944585648274 0.010899926061722239 -5.3930388894167473e-05 0.0030321381148597157 0.00016543787454533393 0.00068656685826444823 -0.0013196288534354751 leaf_weight=56 720658 101 65 127 2130 3623 122 213 28 66 1643 5109 806 31 202 67 56 164 304 109 660 420 72 164 53 363503 8487 196426 19837 1083 leaf_count=56 720658 101 65 127 2130 3623 122 213 28 66 1643 5109 806 31 202 67 56 164 304 109 660 420 72 164 53 363503 8487 196426 19837 1083 internal_value=-1.38475e-05 -0.000737432 -0.00553905 -0.000545818 -0.000235011 -0.00175922 -0.00335535 0.00224729 -0.00488262 -0.0101668 0.000467806 -0.000242378 0.00208555 0.00575986 -0.0132606 -0.000332855 -0.00349002 -0.00589411 -0.00680607 -0.00921417 -0.00542223 -0.00851194 -0.0100116 -0.00453075 -0.000402969 -4.79382e-06 8.62266e-05 0.000311825 0.00128963 0.00253967 internal_weight=1.32638e+06 16391 629 15762 14192 4473 1570 340 1230 333 9719 6752 2967 837 268 296 229 850 794 577 1202 542 128 273 217 1.30999e+06 589336 225833 29407 9570 internal_count=1326385 16391 629 15762 14192 4473 1570 340 1230 333 9719 6752 2967 837 268 296 229 850 794 577 1202 542 128 273 217 1309994 589336 225833 29407 9570 cat_boundaries=0 1 2 3 cat_threshold=4480 133 70 is_linear=0 shrinkage=0.05 Tree=277 num_leaves=31 num_cat=4 split_feature=108 100 54 84 136 20 136 40 120 57 124 15 84 95 15 56 136 22 136 21 71 34 57 20 104 10 79 69 107 74 split_gain=3.13539 5.49332 5.4781 4.9801 5.46954 6.36303 4.92893 4.76369 4.71285 4.68406 4.47906 4.37003 4.22202 4.99599 4.07512 5.83088 6.07369 5.5765 4.32245 4.19354 4.17872 4.09997 3.9382 3.91809 3.87595 4.51512 3.63054 3.61106 3.60005 4.40343 threshold=-0.93657124042510975 0.47888644039630895 5.8750000000000009 0.87303224205970775 0 6.055000066757203 1 11.34999990463257 0.8038262426853181 251.82318878173831 -0.95368063449859608 2.0649999380111699 0.77040836215019237 0.50775167346000682 1.7150000333786013 250.92921447753909 2 5.805000066757203 3 4.4249999523162851 260.89236450195318 13.949999809265138 206.40319824218753 5.3150000572204599 0.075905535370111479 23.050000190734867 3.6950000524520878 293.23905944824224 -0.99441236257553089 0.47863224148750311 decision_type=2 2 2 2 1 2 1 2 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 3 8 4 5 28 9 27 11 26 -4 -3 -12 -14 17 16 22 18 20 -19 21 -6 -16 -22 25 -18 -5 -8 -1 -30 right_child=-2 2 10 6 14 -7 7 -9 -10 -11 12 -13 13 -15 15 -17 24 19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0066843175724248544 -4.5541258780845333e-06 -0.00021185624334866756 0.0020327718474957815 -0.0028361579175994155 -0.0054423515758817613 -0.00075580190904887194 -0.0046106444704878636 0.01571122966706753 -0.014661824865227878 -0.0025940539802849897 -0.0044400504385031618 0.018827335938279122 -0.0093887948835242336 -0.026547711971066652 0.02452087387064239 0.00028542436413103023 0.0045716255010653196 0.019175412355079538 0.0024567262667553082 -0.003311007394482271 -0.013279802736449449 0.01219983858636756 0.0082921394998115208 -0.001228170636258249 -0.0019365317226585498 -0.014209307209503922 0.014846056467665243 -0.019047297309670183 -0.00071113378794121929 -0.0088625835313833595 leaf_weight=56 1309994 217 67 42 63 3622 1157 28 48 204 104 35 93 78 48 4684 1058 21 1291 1636 131 69 169 139 367 33 94 45 236 556 leaf_count=56 1309994 217 67 42 63 3622 1157 28 48 204 104 35 93 78 48 4684 1058 21 1291 1636 131 69 169 139 367 33 94 45 236 556 internal_value=-1.31531e-05 -0.0007004 -0.00523401 -0.00051559 -0.000219728 -0.00166487 -0.00318758 -0.00463849 -0.000302612 0.00213492 -0.00955979 0.00243248 -0.0123842 -0.0172157 0.000446866 0.00119083 0.00372271 -0.000963992 0.00105419 -0.00302603 -0.00342585 0.0037797 0.0113585 -0.00707544 0.00249126 0.00400355 0.00938537 -0.00515112 -0.00556734 -0.00643362 internal_weight=1.32638e+06 16391 642 15749 14179 4470 1570 1230 300 340 342 252 275 171 9709 6359 1675 3350 1693 1657 402 132 217 270 1458 1091 136 1202 848 792 internal_count=1326385 16391 642 15749 14179 4470 1570 1230 300 340 342 252 275 171 9709 6359 1675 3350 1693 1657 402 132 217 270 1458 1091 136 1202 848 792 cat_boundaries=0 1 2 3 4 cat_threshold=4480 133 5 7 is_linear=0 shrinkage=0.05 Tree=278 num_leaves=31 num_cat=0 split_feature=130 54 37 130 99 37 79 60 12 66 53 69 23 133 75 32 16 66 75 84 83 84 114 87 14 72 74 14 16 93 split_gain=3.0412 4.00814 3.67316 3.28745 7.03881 6.44114 6.05102 6.00084 3.72915 3.36828 5.80177 5.74264 5.46119 7.02026 4.48465 4.32141 3.60625 3.43841 3.36388 3.34234 3.28854 4.38358 3.26602 4.77708 4.31798 3.39031 3.34719 3.28629 3.16693 4.55186 threshold=336.50000000000006 0.2650000005960465 11.150000095367433 213.50000000000003 -0.9451056420803069 15.949999809265138 8.4549999237060565 0.44607806205749517 0.95499998331069957 36.48500061035157 11.984999656677248 299.48683166503912 7.5050001144409189 1010.6499938964845 0.749620020389557 11.34999990463257 9.5450000762939471 47.885000228881843 0.87604448199272167 0.79363888502120983 332.30766296386724 0.88235470652580272 -0.53727915883064259 0.86642673611640941 1.2150000333786013 0.8763750195503236 0.50304952263832103 2.3449999094009404 20.04999923706055 0.19080390781164172 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 28 6 9 19 -7 -9 14 11 18 13 -13 20 -15 -17 -18 -11 -5 22 -22 24 -24 -6 -26 27 -25 -1 -30 right_child=1 -3 -4 4 5 7 -8 8 -10 10 -12 12 -14 15 -16 16 17 -19 -20 -21 21 -23 23 26 25 -27 -28 -29 29 -31 leaf_value=-1.2677109533062347e-05 0.00064039438910467531 0.0008740216754533726 0.016088914449903229 -0.0027204349040630404 0.0045565168329232296 -0.0083141853821803342 -0.0037586096419760249 0.017218167583147686 -0.0016622418060288299 0.016040587671222569 0.00033397942793482607 0.011659332116444905 -0.00044868101688804861 0.0028876287635506656 0.0012486452979856815 -0.0013549550274467989 -0.010622670342165389 -0.021700265410519837 -0.0061920494255092414 0.00096482934064355238 -0.0090616392261759077 0.0046773621522180446 -0.00039266768334529238 0.020213386126727399 -0.0022597462142273303 0.0055209144806262029 0.0037445842929331487 -0.0003208253843088945 0.0036470228723012158 0.00030791249004556861 leaf_weight=1293946 71 6313 84 992 292 428 2878 27 834 46 1208 33 208 41 7747 46 133 148 27 1620 236 77 751 70 2592 148 285 27 1415 3662 leaf_count=1293946 71 6313 84 992 292 428 2878 27 834 46 1208 33 208 41 7747 46 133 148 27 1620 236 77 751 70 2592 148 285 27 1415 3662 internal_value=-1.24946e-05 0.00106905 0.0090125 -1.77945e-05 -0.000639985 -9.21144e-05 -0.00217722 -0.00347548 -0.00107017 0.000216859 -0.00174753 -0.00543442 -0.00702292 -0.010433 0.000520555 -0.0124141 -0.0143327 -0.0164571 0.00781756 -0.000434781 -0.00073905 -0.00568176 -0.000367605 0.00192285 -0.0012235 -0.00183948 0.00647508 0.0144977 -7.78692e-06 0.00123855 internal_weight=1.32638e+06 6468 155 1.31992e+06 20894 15404 5490 1289 861 14115 1890 682 609 401 12225 368 327 281 73 2612 4478 313 4165 1133 3032 2740 382 97 1.29902e+06 5077 internal_count=1326385 6468 155 1319917 20894 15404 5490 1289 861 14115 1890 682 609 401 12225 368 327 281 73 2612 4478 313 4165 1133 3032 2740 382 97 1299023 5077 is_linear=0 shrinkage=0.05 Tree=279 num_leaves=31 num_cat=3 split_feature=108 120 55 20 32 87 56 104 136 136 16 135 39 85 36 32 68 20 42 86 34 21 101 12 32 127 30 53 8 136 split_gain=2.83619 5.21881 5.17115 8.42837 7.86775 9.07568 6.2511 5.74588 5.24869 4.9364 4.67913 4.46532 4.99642 4.26752 4.0423 5.82336 3.96388 4.56039 3.82379 3.7581 3.73647 5.20357 4.1529 3.86867 3.70365 4.26928 3.70362 3.70184 3.58905 7.61359 threshold=-0.93657124042510975 -0.13052122294902799 1.8350000381469729 6.0150001049041757 13.84999990463257 0.73085269331932079 270.87783813476568 0.075905535370111479 0 1 6.9049999713897714 1015.8500061035157 12.84999990463257 0.74775400757789623 11.949999809265138 11.050000190734865 234.79637145996097 4.9549999237060556 6.1499998569488534 0.86533161997795116 13.84999990463257 6.055000066757203 -0.74258956313133229 2.9050000905990605 16.150000572204593 -0.62249094247817982 1005.4500122070314 2.0349999666213994 12.34999990463257 2 decision_type=2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=1 13 9 4 5 18 7 11 -6 20 -5 -7 -13 -1 15 -12 -10 -18 -4 -9 21 22 -3 -23 -16 -26 -11 -28 -2 -30 right_child=28 2 3 10 8 6 -8 19 16 26 14 12 -14 -15 24 -17 17 -19 -20 -21 -22 23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.0014558553664727671 -3.230537571552855e-05 -0.0028790072138820378 -0.010413563774739459 0.0080874998944920392 0.0036191405544239415 0.0020579218429599574 -0.0072427591134033922 -0.0030556572897215742 0.0081822983540145548 -0.0070821062513846574 0.00067382170101778875 0.0021888404003610569 -0.032730540595948703 0.0033329835601243227 0.00039281827272864118 -0.0038955980147482141 -0.020273400660680268 -0.0036885947738618322 0.0056764747723578833 -0.013913759782627932 0.00057329647098706407 -0.01130273544796459 0.015826030890039419 0.0077070966395694999 0.0015265612457789337 -0.0093390096850736546 -0.0014690938936837484 0.0045880118945151619 0.00088726862814281476 2.6832122212999022e-05 leaf_weight=709 1170120 35 694 154 548 831 593 304 56 174 1109 21 20 1353 5448 1878 49 269 39 108 242 46 195 64 156 215 680 401 33940 105934 leaf_count=709 1170120 35 694 154 548 831 593 304 56 174 1109 21 20 1353 5448 1878 49 269 39 108 242 46 195 64 156 215 680 401 33940 105934 internal_value=-1.18698e-05 -0.000665504 -0.00100395 -0.0013682 -0.00343676 -0.00483935 -0.00299684 -0.00103592 0.000533688 0.001473 -0.000552774 0.00126317 -0.014845 0.00168638 -0.000703876 -0.00219908 -0.00397766 -0.00624412 -0.00955748 -0.00590196 0.00523206 0.00870188 0.0129796 -0.00024247 6.36416e-05 -0.0047702 -0.000309468 0.000777807 -3.69139e-06 0.00023568 internal_weight=1.32638e+06 16391 14329 12492 3532 2610 1877 1284 922 1837 8960 872 41 2062 8806 2987 374 318 733 412 582 340 230 110 5819 371 1255 1081 1.30999e+06 139874 internal_count=1326385 16391 14329 12492 3532 2610 1877 1284 922 1837 8960 872 41 2062 8806 2987 374 318 733 412 582 340 230 110 5819 371 1255 1081 1309994 139874 cat_boundaries=0 1 2 3 cat_threshold=1638 1095 1586 is_linear=0 shrinkage=0.05 Tree=280 num_leaves=31 num_cat=2 split_feature=12 65 14 87 136 92 104 136 12 100 77 69 10 99 26 14 80 29 78 132 100 106 60 56 109 91 55 70 15 124 split_gain=3.46773 13.1046 12.6558 13.8566 7.00709 7.37516 6.77624 6.69337 10.7441 17.0061 7.73403 7.85766 7.80988 6.48971 6.71007 6.18693 6.1305 6.09554 6.34661 5.50736 11.4746 5.28115 5.09525 5.09018 5.08788 5.04923 4.99442 5.33822 6.0053 5.12856 threshold=1.5950000286102297 11.954999923706056 1.6449999809265139 0.63725149631500255 0 0.88681307435035717 -0.17522109299898145 1 1.0549999475479128 0.36550076305866247 7.3150000572204599 307.30113220214849 10.250000000000002 -0.55166658759117115 192.50000000000003 1.3149999976158144 334.82884216308599 1017.4500122070314 6.5150001049041757 1019.1499938964845 -0.62633275985717762 -0.64244329929351796 0.2050658315420151 136.6750183105469 0.98304939270019542 -0.61940273642539967 6.0850000381469735 330.36408996582037 1.325000047683716 0.62249094247818004 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 7 3 -2 5 6 15 8 9 -1 19 -12 23 -7 -15 -5 -11 -18 24 -9 -21 -14 -3 -13 -19 -22 27 29 -29 -10 right_child=2 22 -4 4 -6 13 -8 10 26 16 11 12 21 14 -16 -17 17 18 -20 20 25 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0030098829639051169 -4.74890604599875e-05 0.0057909260658376227 -6.2264185611563556e-06 0.0050461781685445734 0.00070399678846659163 0.0077335453834630865 -0.003230428409356766 4.4099540495493982e-05 -0.00040248117126954591 8.1275469578860537e-06 -0.00041510201191135942 -0.0095801020238059451 -0.0037969407487646492 -0.023587229562866869 0.0022604513644529063 0.0016923917576776009 0.003085638857446611 -0.01333325347041641 -0.034558179260541992 0.034668137158813152 0.0013207009071960452 -0.011572589504807069 -0.0023767286272761193 -0.0011658470258355789 0.014161882279440761 0.011161848850505659 -0.0015350313535617162 0.0036844691036616649 -0.0059737549494290896 0.0006684815950631477 leaf_weight=9717 34267 196 695390 1515 20758 889 643 436796 23034 11129 35021 189 592 33 105 14895 80 106 30 29 880 346 7405 3668 20 153 5655 209 700 21719 leaf_count=9717 34267 196 695390 1515 20758 889 643 436796 23034 11129 35021 189 592 33 105 14895 80 106 30 29 880 346 7405 3668 20 153 5655 209 700 21719 internal_value=-9.31263e-06 -0.000104225 5.95626e-05 0.000685362 0.00133196 0.00205141 0.00180472 -7.57337e-05 -0.000523702 -0.00147408 -7.82589e-06 -0.000675009 -0.00257328 0.00616757 -0.00392052 0.00200202 -0.000160979 -0.00813551 -0.01389 5.28433e-05 0.00364911 -0.00666514 -0.00216612 -0.00157816 -0.00896895 0.0027783 -0.000133371 4.02178e-05 -0.00375311 0.000117266 internal_weight=1.32617e+06 557674 768495 73105 38838 18080 17053 550073 72399 21082 477674 39816 4795 1027 138 16410 11365 236 156 437858 1062 938 7601 3857 126 1033 51317 45662 909 44753 internal_count=1326169 557674 768495 73105 38838 18080 17053 550073 72399 21082 477674 39816 4795 1027 138 16410 11365 236 156 437858 1062 938 7601 3857 126 1033 51317 45662 909 44753 cat_boundaries=0 1 2 cat_threshold=5908 146 is_linear=0 shrinkage=0.05 Tree=281 num_leaves=31 num_cat=0 split_feature=12 64 14 86 30 67 81 12 12 122 79 60 19 65 15 21 85 35 110 17 93 112 65 84 59 3 93 113 20 37 split_gain=3.12965 13.424 11.7578 11.0662 7.36828 7.05406 7.46246 7.68663 6.82322 6.26456 6.07017 7.25414 7.07799 6.02427 5.77572 6.18028 7.54802 5.74691 11.8952 6.37786 11.515 5.68075 5.62387 5.6562 5.51308 6.10101 5.47412 6.84277 5.23499 5.64576 threshold=1.5950000286102297 7.0050001144409189 1.485000014305115 0.66367968916893016 1031.049987792969 12.734999656677248 323.08293151855474 1.0549999475479128 1.2050000429153445 -0.58068084716796864 6.1749999523162851 0.58054903149604808 15.405000209808351 13.565000057220461 0.92500001192092907 4.5750000476837167 0.89810487627983104 14.550000190734865 0.13828674703836444 7.4149999618530282 -0.53924256563186634 -0.80382624268531788 3.5749999284744267 0.91446438431739818 314.29382324218756 289.50000000000006 0.0052789789624512204 -0.41467745602130884 5.5750000476837167 17.349999427795414 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 5 3 -2 8 6 24 -8 9 -3 11 12 26 -10 -9 16 -16 -4 -19 20 21 -20 23 -22 -1 -26 -5 -28 -12 -30 right_child=2 4 17 10 -6 -7 7 14 13 -11 28 -13 -14 -15 15 -17 -18 18 19 -21 22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-1.2265835969675406e-05 -2.8923772453337155e-05 -1.9153936119000246e-05 -4.519398135874182e-05 0.0056853357436217672 0.010306495445629608 0.0017530923293955004 -0.0038834811782406742 0.0060132923436324349 -0.00064679006978088881 -0.0055256256246347633 -0.00091316268267537198 0.0008095407583723123 -0.00059099990248439867 -0.0026910030314444312 -0.0092608496379064514 -0.0006169763382726513 0.022381040230393411 0.0017213577332501518 -0.00074371565822181271 1.6914613057093593e-05 0.0001126072404965277 0.0051085196271504407 0.0029884285951675008 -0.0079188454654585162 -0.0037191919731759254 4.7472963178233428e-05 0.0033186692024173682 -0.0065874303355258242 0.0025771064214570633 -0.0038249223542714209 leaf_weight=502981 13219 770 614177 3268 142 5450 2353 313 27528 1569 2725 3188 816 4147 327 7773 20 13622 507 98195 8531 2277 1781 225 2121 2180 1894 192 3496 382 leaf_count=502981 13219 770 614177 3268 142 5450 2353 313 27528 1569 2725 3188 816 4147 327 7773 20 13622 507 98195 8531 2277 1781 225 2121 2180 1894 192 3496 382 internal_value=-8.84674e-06 -9.9014e-05 5.65849e-05 0.00104101 -0.00105941 -3.63543e-05 -5.51791e-05 -0.00135658 -0.00110686 -0.00371289 0.00192714 0.00274621 0.00374687 -0.000914425 -0.000651521 -0.000908428 -0.00743711 1.77306e-05 0.000326564 0.000156186 0.00118282 0.00404276 0.00042719 -9.37743e-05 -2.75082e-05 -0.00181002 0.004408 0.00240689 0.00076633 0.00194648 internal_weight=1.32617e+06 557674 768495 29180 34156 523518 518068 10786 34014 2339 15961 9358 6170 31675 8433 8120 347 739315 125138 111516 13321 2784 10537 8756 507282 4301 5354 2086 6603 3878 internal_count=1326169 557674 768495 29180 34156 523518 518068 10786 34014 2339 15961 9358 6170 31675 8433 8120 347 739315 125138 111516 13321 2784 10537 8756 507282 4301 5354 2086 6603 3878 is_linear=0 shrinkage=0.05 Tree=282 num_leaves=31 num_cat=0 split_feature=125 84 94 60 71 9 112 69 23 64 5 56 116 79 120 87 102 12 130 76 32 77 61 99 55 9 12 20 12 81 split_gain=3.00468 5.88212 5.23164 5.94268 4.27945 5.16405 4.83844 4.20905 5.41914 6.33661 7.53532 6.6753 5.7053 5.54881 5.72418 6.71932 7.73713 5.03533 6.19332 5.43562 5.11651 5.00637 4.92883 4.90702 5.29767 6.44354 4.68978 4.61307 4.49217 4.86121 threshold=0.98897820711135875 0.78431960940361034 -0.33292698860168451 0.2050658315420151 311.44770812988287 5.1499998569488534 -0.50751903653144825 322.07661437988287 5.5450000762939462 4.6549999713897714 8.1500000953674334 339.60906982421881 -0.26722820103168482 34.725000381469734 -0.68832838535308827 0.87780800461769115 0.7644048035144807 3.304999947547913 328.50000000000006 36.664999008178718 4.0499999523162851 12.654999732971193 0.50535869598388683 -0.21096651256084439 0.2650000005960465 6.0499999523162851 2.1750000715255742 4.5050001144409189 2.1650000810623173 311.99957275390631 decision_type=2 2 2 2 2 2 2 2 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 -2 3 4 5 -3 -7 -1 9 10 11 12 -9 14 15 16 21 19 20 23 -19 -12 -20 24 25 -10 -15 -26 29 -29 right_child=1 2 -4 -5 -6 6 -8 8 17 -11 13 -13 -14 26 -16 -17 -18 18 22 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31 leaf_value=-1.1084452118669788e-05 -4.0133108088515809e-05 0.0021870199877482197 0.00057522782143785446 0.0020837202381159109 0.0027576321787445954 0.037921094211439299 0.01294100194271388 -0.006854917823114772 -0.0020247599050619738 0.005269716139181666 -0.0028715092975359698 -0.018594137644943068 0.0051820361680443953 0.030932736893494923 -0.0046682995394856453 -0.0055688718480505347 -0.0067007093836425578 -0.021785523016781858 -0.020770287635458407 -0.0043399764758298796 0.0013831645644985751 0.021918214531615379 -0.0019796267131136527 -0.0047184898716631637 0.019644375242016936 0.0094934871950214592 0.0032258453454622736 0.00038010511438546935 -0.0001714654418414845 -0.0025492134900641531 leaf_weight=1246478 34563 39 15091 4712 95 36 42 110 222 748 26 34 937 21 1101 127 51 24 57 1348 3350 94 90 861 27 268 56 1843 7601 6117 leaf_count=1246478 34563 39 15091 4712 95 36 42 110 222 748 26 34 937 21 1101 127 51 24 57 1348 3350 94 90 861 27 268 56 1843 7601 6117 internal_value=-8.4044e-06 0.00035487 0.00103698 0.00245216 0.0106413 0.0170425 0.0244703 -2.39965e-05 -0.000664883 0.00122184 3.77134e-05 0.00320937 0.00391741 -0.00228516 -0.00300438 0.00314319 0.00961355 -0.000950816 0.000780652 -0.00128419 0.00121836 0.0165471 -0.0092658 -0.00104102 -0.000844082 0.00427502 0.0107823 -0.001005 -0.00104083 -0.00187098 internal_weight=1.32617e+06 54578 20015 4924 212 117 78 1.27159e+06 25113 3305 2557 1081 1047 1476 1399 298 171 21808 3521 18287 3374 120 147 16939 16078 490 77 15588 15561 7960 internal_count=1326169 54578 20015 4924 212 117 78 1271591 25113 3305 2557 1081 1047 1476 1399 298 171 21808 3521 18287 3374 120 147 16939 16078 490 77 15588 15561 7960 is_linear=0 shrinkage=0.05 Tree=283 num_leaves=31 num_cat=0 split_feature=12 64 14 87 14 93 57 7 85 68 114 98 16 63 55 52 81 12 15 22 108 82 91 66 87 19 19 25 72 55 split_gain=2.8436 12.3376 10.8689 12.6255 6.76219 6.71047 6.60621 6.0927 5.95827 6.60561 6.2871 4.88862 5.25904 5.71618 5.66807 5.4316 4.68292 6.72288 4.94245 6.11564 4.45499 4.95753 4.43176 4.33315 4.30472 4.98265 4.25976 4.23605 4.56723 4.19651 threshold=1.5950000286102297 9.9250001907348651 1.7150000333786013 0.63725149631500255 1.3350000381469729 -0.27986806631088251 300.43443298339849 10.650000095367433 0.8351900875568391 287.72865295410162 -0.36648726463317866 -0.69343197345733631 4.8800001144409189 0.32847364246845251 0.22500000149011615 0.35500000417232519 323.08293151855474 1.0549999475479128 0.92500001192092907 4.4949998855590829 0.82828634977340709 325.44705200195318 0.31278698146343237 9.8249998092651385 0.82228145003318798 15.405000209808351 11.775000095367433 208.50000000000003 0.33388194441795355 1.6050000190734866 decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 23 16 8 29 -10 -11 -8 -13 14 15 -14 -1 -18 20 -20 21 -19 -21 24 25 -5 -3 28 -7 -6 right_child=2 26 -4 4 7 27 11 -9 9 10 -12 12 13 -15 -16 -17 17 18 19 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.2438116381347883e-05 -4.6525142791277892e-05 -0.00067503486795292625 -1.883947255098586e-05 0.0075423355096146437 0.0032965003330729173 -0.025875540519202198 -0.00078125062502843671 0.0046440706817989638 -0.00070294841101116174 0.0012308490490603109 -0.0027744446468916818 0.013154246354647708 0.011595014747286189 -0.0017199463537108128 -0.0096072667005949516 -0.0077220092905540168 -0.0035847911386895194 -0.0082017598538129018 -0.0092482904931253732 -0.00011983064295981395 0.011273843847482862 0.016283347880068636 -0.0053007897156317763 0.021176753276720264 0.0021139492985024488 -0.0013666381686542103 -0.0025611660031663892 0.0015752575729869056 -0.0028624439481471746 0.0011444957071084256 leaf_weight=523630 48358 5628 667301 1140 2586 27 10156 1047 10320 13739 1055 46 69 1122 584 77 2147 79 202 6905 167 28 439 39 1131 182 6395 3191 107 18272 leaf_count=523630 48358 5628 667301 1140 2586 27 10156 1047 10320 13739 1055 46 69 1122 584 77 2147 79 202 6905 167 28 439 39 1131 182 6395 3191 107 18272 internal_value=-7.98418e-06 -9.3932e-05 5.43856e-05 0.000537252 0.00107155 0.00267974 -5.90225e-05 0.000872594 0.000786699 0.000267945 0.000945221 -0.00121655 -0.00354577 -0.00396056 -0.00740436 0.00140727 -3.28739e-05 -0.0011065 -0.000426075 -0.000665602 0.00617054 -0.00179444 -0.000429531 0.00464137 0.00437848 0.00631584 -0.00167826 0.00120954 -0.00749941 0.0014113 internal_weight=1.32617e+06 557674 768495 101194 52836 5817 545651 47019 45972 25114 14794 12054 1898 1852 730 146 533597 9967 7820 7546 274 107 7344 2492 2453 1322 12023 3325 134 20858 internal_count=1326169 557674 768495 101194 52836 5817 545651 47019 45972 25114 14794 12054 1898 1852 730 146 533597 9967 7820 7546 274 107 7344 2492 2453 1322 12023 3325 134 20858 is_linear=0 shrinkage=0.05 Tree=284 num_leaves=31 num_cat=5 split_feature=103 93 92 25 69 136 12 33 3 136 116 136 127 55 67 81 17 136 29 12 95 136 31 11 104 66 122 14 127 35 split_gain=2.84405 7.54714 7.87835 8.43417 7.69521 7.4913 10.1824 7.42825 9.09476 8.31112 7.33607 7.29176 7.20699 6.8941 7.07857 6.84247 7.29107 6.6223 7.6466 6.57812 6.10202 5.92064 5.75999 5.68104 5.63739 5.59296 5.46562 5.27183 7.16213 5.22192 threshold=0.25687792897224432 0.17487503588199618 -0.23477246612310407 211.50000000000003 277.18864440917974 0 1.1649999618530276 15.949999809265138 122.50000000000001 1 0.13052122294902804 2 -0.78257837891578663 1.5049999952316286 11.385000228881838 265.59065246582037 4.8800001144409189 3 1014.8500061035157 1.5249999761581423 -0.86772087216377247 4 1012.3500061035157 0.75000000000000011 -0.12853988260030744 2.3349999189376835 -0.84335932135581959 0.78499999642372142 -0.72534674406051625 11.250000000000002 decision_type=2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 6 -1 15 -9 13 24 -4 19 20 -15 16 -7 18 -5 -6 -10 -18 -16 -19 -8 -22 -11 28 -17 -30 right_child=-2 2 11 17 12 7 10 8 9 26 -12 -13 -14 14 22 27 21 23 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0022782673061431261 3.0538849058653793e-05 -0.0033538158072916411 -0.0033062807358059257 -0.0027988461709453931 -0.00068782797094960946 0.0073227042333351066 -0.00028248058566274274 -0.0017407235459638223 0.0039115861168025233 -0.00091174410462789503 0.001380959757700161 -0.00069139218973611352 -0.00072444461889142875 0.0010876500432345051 -0.00022143696765660457 -0.0031979788145414995 0.0026267021761945913 -0.0054221857948736716 0.001504464223304804 0.002452654561156278 0.027747552359250152 0.00077928507950936676 0.016964467854353748 0.002797533807972423 -0.0032683318846654166 0.0021539814459780853 0.00050046341016127401 7.4174131164007713e-05 0.0096005850557763298 0.0021605421503375533 leaf_weight=6570 1043332 1152 2787 1751 3060 467 14127 7979 123 11457 6464 57822 47969 1620 76 607 5030 220 2515 3664 74 31403 136 4724 1780 30 17044 48256 252 3678 leaf_count=6570 1043332 1152 2787 1751 3060 467 14127 7979 123 11457 6464 57822 47969 1620 76 607 5030 220 2515 3664 74 31403 136 4724 1780 30 17044 48256 252 3678 internal_value=-7.58497e-06 -0.000148216 -0.000594472 0.000679601 1.27028e-06 0.000179027 -0.000547474 0.000343009 -0.00023752 0.000154956 -3.94131e-05 -0.000812293 -0.000509555 0.00321479 0.00221197 0.000592487 0.00111485 0.00118411 -0.000261238 0.00102346 0.0114496 0.00103528 0.0108035 0.00242686 -0.000616599 0.0203648 -6.72005e-05 0.000227379 0.00185688 0.00263761 internal_weight=1.32617e+06 282837 70971 10362 211866 157173 28941 128232 38539 30560 22371 60609 54693 2059 1832 89693 36900 9210 4266 6724 227 36433 212 4944 15907 104 28501 52793 4537 3930 internal_count=1326169 282837 70971 10362 211866 157173 28941 128232 38539 30560 22371 60609 54693 2059 1832 89693 36900 9210 4266 6724 227 36433 212 4944 15907 104 28501 52793 4537 3930 cat_boundaries=0 1 2 3 4 5 cat_threshold=146 768 32 229 1281 is_linear=0 shrinkage=0.05 Tree=285 num_leaves=31 num_cat=1 split_feature=39 107 94 29 95 39 22 12 81 14 67 64 136 61 0 31 35 42 76 31 103 2 31 2 21 57 31 70 25 79 split_gain=3.40881 5.06385 4.45709 4.20487 9.14227 4.09548 4.93147 3.26217 11.0746 10.6823 14.4305 10.2122 10.0145 14.4294 11.1593 8.76788 9.37104 6.55635 6.47237 6.45766 7.40153 6.01395 5.8137 5.50246 6.66897 5.72433 5.34568 5.95851 7.07808 5.27075 threshold=7.2500000000000009 -0.53339222073554982 0.28153958916664129 1013.1499938964845 0.6225009858608247 6.9500000476837167 6.1649999618530282 1.2250000238418581 307.32441711425787 1.3750000000000002 0.87500000000000011 7.0050001144409189 0 0.45379759371280676 276.50000000000006 1013.8500061035157 6.3500001430511483 3.5499999523162846 6.2650001049041757 1025.049987792969 -0.38020133972167963 220.50000000000003 1009.7500000000001 255.50000000000003 6.9949998855590829 207.14228820800784 1019.2500000000001 302.86247253417974 309.50000000000006 4.7950000762939462 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 -1 4 -3 -4 -7 8 11 10 -9 18 13 14 26 -14 -17 19 -2 -10 -21 -13 -16 24 -18 -25 -12 28 -28 -20 right_child=7 3 5 -5 -6 6 -8 9 17 -11 12 21 15 -15 22 16 23 -19 29 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-0.0027105343844362434 1.0955137752178494e-05 0.0046932374457893311 -0.025901483307825404 0.0040271430767749323 -0.023224363917959671 -0.0021233981755185163 -0.024934926589555814 -2.1857862900059096e-05 -0.0011317639231442052 -7.8559338205598311e-06 0.00056425577918226813 -0.0055047843037704745 -0.00060251980115506724 0.00051055091517057227 -0.0075653095479293539 0.0081296796151478952 0.0032352346936633685 -0.0043076554647581379 -0.003419469511324701 -0.015069078692063996 0.0050616649680561565 -0.00048024897173401233 0.0050409036540624121 -0.0012630145166858296 0.0006167055800800627 0.0010062839043416629 0.0048199776708587024 0.012744639665767438 -0.012151568415238602 -0.00052242918111209031 leaf_weight=218 284393 69 48 278 51 84 33 58965 20348 897244 3376 1351 10241 7954 93 471 4820 1579 2420 49 670 1065 5517 3893 4907 9711 456 196 71 4470 leaf_count=218 284393 69 48 278 51 84 33 58965 20348 897244 3376 1351 10241 7954 93 471 4820 1579 2420 49 670 1065 5517 3893 4907 9711 456 196 71 4470 internal_value=3.3996e-06 -0.00329891 -0.0074031 0.000650594 -0.00717174 -0.013603 -0.00855742 5.34718e-06 -0.00013473 4.9312e-05 0.00051279 -5.25819e-05 0.0011225 0.00208827 0.00338296 0.000620615 0.00114714 -0.00120012 -2.57303e-05 -0.000967209 0.00368975 -0.00328991 0.00483192 0.00100618 0.00191426 0.000356888 0.00139986 0.00530166 0.00253349 -0.00153997 internal_weight=1.32504e+06 781 383 398 120 165 117 1.32426e+06 316345 1.00792e+06 110671 293699 51706 17663 9709 34043 23802 22646 291283 21067 719 2416 5610 23331 9727 13604 4099 723 527 6890 internal_count=1325041 781 383 398 120 165 117 1324260 316345 1007915 110671 293699 51706 17663 9709 34043 23802 22646 291283 21067 719 2416 5610 23331 9727 13604 4099 723 527 6890 cat_boundaries=0 1 cat_threshold=1360 is_linear=0 shrinkage=0.05 Tree=286 num_leaves=31 num_cat=0 split_feature=129 53 134 72 60 23 129 37 60 55 99 35 70 75 86 104 62 55 71 92 52 79 131 20 10 135 55 84 54 32 split_gain=3.23427 5.04729 4.03435 4.55287 4.47365 4.6146 3.6226 3.65601 5.30235 3.82107 3.87768 3.99217 5.14481 4.59708 4.50974 7.15024 3.89543 5.65493 3.67719 4.33185 3.87138 3.66638 3.62052 6.84721 3.62722 3.58732 3.95934 3.55061 3.5489 3.95657 threshold=334.50000000000006 0.18500000238418582 1014.6499938964845 0.43916906416416174 0.24251168221235278 6.1649999618530282 312.50000000000006 16.250000000000004 0.45725698769092565 0.10500000044703485 -0.92290025949478138 14.550000190734865 314.47538757324224 0.66927596926689159 0.86018112301826488 -0.73824846744537342 0.40708181262016302 1.075000047683716 234.80001068115237 -0.798629730939865 3.1950000524520878 5.3750000000000009 327.50000000000006 5.9749999046325692 6.5499999523162851 1015.7500000000001 7.3150000572204599 0.77979084849357616 16.525000572204593 14.150000095367433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 -2 -3 -4 5 -5 -1 9 -9 -8 21 12 13 27 -13 -16 17 -15 -17 -20 -21 -11 23 -19 -24 -18 -27 -12 29 -6 right_child=1 2 3 4 28 -7 7 8 -10 10 11 14 -14 16 15 18 25 22 19 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=5.5760349885294108e-06 0.0099437234322390256 -0.00099147144463600668 0.0089125251426306184 -0.01776224186579729 0.0034756981191758269 0.010089678545773495 0.0102895085234195 -0.0086562928752842508 -0.00071399831360554125 0.00065866663588621112 0.007884988452822558 -0.00032130913552602794 -0.0032580137202512177 -0.0023436254872398546 0.00019201309532680585 0.029302830885474879 -0.0017343127100143954 -0.0076855711600122348 0.00014740814961745248 0.021645632825238865 0.0078212287271921723 -0.0028673738879317952 -0.0055809696737144678 0.0089828519012879176 0.013516295201725781 0.0045547054750965221 2.6065105188542032e-05 -0.0032697836212189839 -0.00021110903229050871 -0.000474319697304411 leaf_weight=1303697 155 2183 202 58 2444 20 80 355 515 986 76 762 1418 232 343 24 1462 96 96 80 138 2922 28 172 222 704 1535 1163 2017 856 leaf_count=1303697 155 2183 202 58 2444 20 80 355 515 986 76 762 1418 232 343 24 1462 96 96 80 138 2922 28 172 222 704 1535 1163 2017 856 internal_value=3.22962e-06 0.00100965 0.00083166 0.00154274 0.0012668 -0.0106207 -2.83365e-06 -0.000820469 -0.00395482 -0.000602997 -0.000672938 -7.6613e-05 -0.000563385 0.000108141 0.00232115 0.00527791 0.00085797 0.00414382 0.0104391 0.00899723 0.0128944 -0.00197774 0.00704939 0.00301207 0.0113774 0.000192099 0.00144999 -0.00258555 0.00144119 0.00245109 internal_weight=1.32504e+06 7935 7780 5597 5395 78 1.31711e+06 13409 870 12539 12459 8551 7108 5690 1443 681 4451 750 338 314 218 3908 518 268 250 3701 2239 1239 5317 3300 internal_count=1325041 7935 7780 5597 5395 78 1317106 13409 870 12539 12459 8551 7108 5690 1443 681 4451 750 338 314 218 3908 518 268 250 3701 2239 1239 5317 3300 is_linear=0 shrinkage=0.05 Tree=287 num_leaves=31 num_cat=0 split_feature=39 75 23 35 80 76 86 39 73 53 27 91 27 94 89 22 84 124 35 36 15 32 86 1 127 35 23 9 39 12 split_gain=3.10551 7.0402 7.51203 5.25153 5.36631 5.7085 4.7566 4.55548 4.51562 4.08491 5.06447 4.13094 4.12654 4.07612 4.05354 5.21101 3.90469 4.8232 3.95933 3.82071 3.78965 3.63117 7.10943 10.0966 9.48697 9.41589 9.68858 9.57171 6.97202 6.86937 threshold=9.1500000953674334 0.75821539759635936 7.7449998855590829 11.550000190734865 333.41575622558599 49.98500061035157 0.8153233826160432 8.9499998092651385 0.78017529845237743 0.14500000327825549 345.50000000000006 -0.84316968917846669 323.50000000000006 -0.10883476212620734 -0.91876909136772145 6.1849999427795419 0.9203348457813264 0.86159634590148937 12.250000000000002 9.7500000000000018 3.4050000905990605 11.949999809265138 0.7388228476047517 307.50000000000006 -0.63605400919914235 12.650000095367433 6.0450000762939462 3.7500000000000004 10.449999809265138 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 3 16 4 5 -1 -5 14 9 -6 11 -11 -13 -4 -8 -16 18 20 -3 -15 -18 22 -2 25 -25 -24 27 -27 -26 -30 right_child=21 2 13 6 8 -7 7 -9 -10 10 -12 12 -14 19 15 -17 17 -19 -20 -21 -22 -23 23 24 28 26 -28 -29 29 -31 leaf_value=-0.00021206254942048838 -2.1818056813508606e-05 -0.0036016191891606536 0.011085348134424459 -0.0022810808790381999 0.0045031215282506313 0.0063908951370386102 0.013810839409515746 0.015688593358001008 0.0092067972756922252 -0.0049030567036096422 0.0031822393773429433 -0.026835044426843525 -0.010909198374346884 0.00092566871536443559 0.0033700556924385534 -0.021359886061778525 -0.0071334584248252224 0.027924125251315893 0.014056861386052333 -0.01151181257616442 0.016708674088120459 -4.8403390687739359e-05 0.00061865589544301495 0.0027095779551077142 -0.0010934340890619381 0.010472577254791192 0.0014248602923748264 0.0029399733217739163 -0.00049268977692645257 0.00055317292570606497 leaf_weight=14296 291517 3961 94 163 64 335 73 126 47 119 67 66 106 1234 144 25 50 21 32 65 25 847702 75572 3102 14660 662 5073 1162 27040 37438 leaf_count=14296 291517 3961 94 163 64 335 73 126 47 119 67 66 106 1234 144 25 50 21 32 65 25 847702 75572 3102 14660 662 5073 1162 27040 37438 internal_value=3.06814e-06 -0.000598485 -0.00214022 -5.77756e-05 -0.000229637 -6.08773e-05 0.00482943 0.00797893 -0.00549429 -0.00713162 -0.00921157 -0.0120651 -0.0170203 0.00103089 0.0039648 -0.00028822 -0.00322053 0.00674428 -0.0034601 0.000303316 0.000813919 1.28084e-05 0.000126544 0.00038913 -2.88517e-06 0.000780056 0.00254856 0.00567385 -0.000109207 0.000114572 internal_weight=1.32504e+06 21113 5482 15631 15100 14631 531 368 469 422 358 291 172 1393 242 169 4089 96 3993 1299 75 1.30393e+06 456226 164709 82240 82469 6897 1824 79138 64478 internal_count=1325041 21113 5482 15631 15100 14631 531 368 469 422 358 291 172 1393 242 169 4089 96 3993 1299 75 1303928 456226 164709 82240 82469 6897 1824 79138 64478 is_linear=0 shrinkage=0.05 Tree=288 num_leaves=31 num_cat=0 split_feature=39 115 30 95 105 3 80 73 7 64 55 91 79 16 100 19 3 27 59 52 83 116 55 0 68 31 78 62 116 16 split_gain=3.01474 4.59308 5.87475 4.98629 4.54711 4.30217 3.56405 4.1797 4.11386 3.12107 3.03792 5.92663 5.31797 4.42497 6.48081 6.43 6.75284 6.69005 6.59289 6.37647 8.85132 11.0722 8.19023 6.67692 6.79751 6.36918 6.09371 8.81898 18.6905 21.2161 threshold=7.2500000000000009 -0.5663846731185912 1012.5499877929689 0.52844977378845226 -0.57617452740669239 333.50000000000006 323.49714660644537 0.69421681761741649 12.550000190734865 1.0049999952316286 26.505000114440922 -0.6956285536289214 49.850000381469734 9.5450000762939471 0.17964191734790805 6.4600000381469735 232.50000000000003 349.50000000000006 246.19573974609378 0.23499999940395358 299.21377563476568 0.1650413200259209 0.54500001668930065 301.50000000000006 265.80390930175787 1019.8500061035157 3.2549999952316289 0.42120112478733068 -0.19936034083366391 13.344999790191652 decision_type=2 2 2 2 2 2 2 2 2 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 -3 9 8 -8 -4 -6 12 -12 13 14 15 16 -2 18 19 20 21 -18 23 -22 -25 -17 -15 28 -28 -30 right_child=10 4 6 -5 5 -7 7 -9 -10 -11 11 -13 -14 26 -16 25 17 -19 -20 -21 22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.0072310452284507975 -0.0012827023938206446 -0.0055892004461867021 -0.0029746698345496994 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-0.00379523 -0.0129106 -0.000692115 0.0116229 4.74629e-06 -0.000247557 2.74774e-05 1.98331e-05 -0.000111102 -0.000540441 0.00038767 0.00106826 0.000982262 0.00195517 0.0042923 0.00337142 0.0161939 0.0212196 0.026353 -0.000778669 8.97524e-05 0.000283685 0.000746861 0.00123768 internal_weight=1.32504e+06 781 396 81 385 223 315 80 235 124 1.32426e+06 109448 1.21481e+06 1.20836e+06 420641 72704 14850 10551 10502 6551 2019 1874 145 123 103 57854 787719 267505 74246 53693 internal_count=1325041 781 396 81 385 223 315 80 235 124 1324260 109448 1214812 1208360 420641 72704 14850 10551 10502 6551 2019 1874 145 123 103 57854 787719 267505 74246 53693 is_linear=0 shrinkage=0.05 Tree=289 num_leaves=31 num_cat=2 split_feature=24 61 104 34 136 20 32 0 87 31 124 3 33 102 98 39 3 16 85 55 59 12 90 72 22 136 12 93 94 91 split_gain=2.92117 4.89334 4.30533 6.24937 7.71699 10.3164 10.1009 9.58336 6.6727 6.53968 6.45983 5.30076 5.25639 4.59603 4.29282 4.42216 4.26879 4.43915 4.23173 5.23559 3.7885 3.78397 3.42277 7.08726 6.63002 8.50486 6.74266 5.74875 5.74356 6.66507 threshold=75.500000000000014 0.39677925407886511 1.0000000180025095e-35 17.349999427795414 0 6.0150001049041757 13.84999990463257 131.50000000000003 0.60446551442146312 1000.4500122070314 0.078456107527017607 126.50000000000001 15.949999809265138 -0.048428142443299287 -0.80869701504707325 14.050000190734865 104.50000000000001 3.7749999761581425 0.86496412754058849 15.954999923706056 24.500287055969242 0.56499999761581432 0.15800084173679355 0.32406665384769445 5.8450000286102304 1 1.6250000000000002 0.9493829905986787 -0.30755999684333796 -0.94349068403244007 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 1 2 2 2 2 left_child=1 -1 22 4 5 6 10 13 -9 -6 18 -10 -7 -8 15 -11 -16 -18 -4 -20 -17 -22 -2 27 25 26 -25 -24 -26 -30 right_child=2 -3 3 -5 9 12 7 8 11 14 -12 -13 -14 -15 16 20 17 -19 19 -21 21 -23 23 24 28 -27 -28 -29 29 -31 leaf_value=0.00050797429134848474 1.8751306299267353e-05 0.0052676060135769046 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-0.00503568 0.0012041 0.00769488 0.000861205 -0.00724474 0.00496817 -0.000553339 -0.00650184 0.000690998 -0.000132669 0.003712 0.00147684 -0.00849648 -0.0141674 0.00240753 0.00287405 7.28398e-06 -0.000561967 -0.000324772 0.000719106 0.00341688 -0.00344776 -0.00098861 -0.00286267 internal_weight=1.32504e+06 3303 1.32174e+06 10893 10468 6121 1832 479 260 4347 1353 233 4289 219 4313 3389 924 645 1196 258 1138 1109 1.31084e+06 25885 23919 9298 2213 1966 14621 3195 internal_count=1325041 3303 1321738 10893 10468 6121 1832 479 260 4347 1353 233 4289 219 4313 3389 924 645 1196 258 1138 1109 1310845 25885 23919 9298 2213 1966 14621 3195 cat_boundaries=0 1 2 cat_threshold=914 3090 is_linear=0 shrinkage=0.05 Tree=290 num_leaves=31 num_cat=1 split_feature=128 15 65 12 60 89 118 12 15 52 73 62 67 36 33 23 52 28 79 20 35 136 96 94 3 104 30 20 79 32 split_gain=3.28203 3.30387 3.1328 12.8025 6.31228 5.6717 5.39089 5.35476 6.89485 6.52276 4.57059 4.39376 4.32638 11.5694 12.0553 11.071 10.193 8.59674 8.09861 6.94718 11.8716 9.77423 6.87127 6.26861 5.93638 5.8328 5.69687 5.614 7.80365 6.61424 threshold=338.50000000000006 5.6050000190734872 33.254999160766609 2.685000061988831 0.7570093870162965 -0.34298583865165705 -0.67556449770927418 3.7549999952316289 3.3449999094009404 8.9149999618530291 0.93333369493484508 0.6537720561027528 12.734999656677248 12.050000190734865 10.34999990463257 6.4849998950958261 6.4649999141693124 1016.8500061035157 4.1749999523162851 6.4749999046325692 7.7500000000000009 0 -0.90841326117515553 -0.5136202573776244 329.50000000000006 -0.84953811764717091 1019.7500000000001 7.3750000000000009 10.84500026702881 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 1 2 2 2 2 2 2 2 2 left_child=2 -2 12 4 6 7 -4 8 -5 -9 -10 -12 -1 14 17 -15 18 25 -16 20 22 -22 -19 24 -20 -14 -23 28 29 -17 right_child=1 -3 3 5 -6 -7 -8 9 10 -11 11 -13 13 15 16 27 -18 19 23 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.1772310664608934e-05 0.0013418388345820388 -0.014772960511254497 0.01075432948426759 0.00015471835099444573 -1.3570999853070249e-05 0.002907817246246629 -0.0028063222356758417 0.0031832357345430644 -0.00099997381904030013 0.0002020007546079259 -0.011377935429354983 -0.0028645828740007026 0.0035937010228127074 0.0021011034970605069 0.0055011293916203477 0.0012521806931925688 -8.895002452735082e-05 0.0024404345394577831 0.00066100897291695613 0.00041002000483253962 -0.0053967691738272885 0.0056408707089836601 -0.013054398188359483 -0.0025960879840494456 -0.0042895353849219083 0.00075969632274244586 -0.00065180888030262596 9.4508236609414648e-05 0.0002943835401393259 0.0039705403158037172 leaf_weight=1074031 5255 32 74 19828 3131 1579 7629 1986 18031 24093 189 765 3102 10295 366 12514 16712 90 3162 11627 841 501 349 11832 749 4378 1275 64443 24247 2725 leaf_count=1074031 5255 32 74 19828 3131 1579 7629 1986 18031 24093 189 765 3102 10295 366 12514 16712 90 3162 11627 841 501 349 11832 749 4378 1275 64443 24247 2725 internal_value=1.02334e-06 0.0012443 -3.95432e-06 -0.000312794 -0.0019066 -5.30224e-05 -0.00267605 -0.000125068 -0.000497375 0.000429031 -0.00117842 -0.00455119 1.52494e-05 0.000250241 -0.000345661 0.000537091 -0.000954047 0.000555292 -0.00185153 -0.000147563 -0.00226897 -0.000992599 -0.00987778 -0.00202246 -0.000287075 0.00193497 0.00111703 0.000382163 0.000851629 0.00173827 internal_weight=1.32583e+06 5287 1.32054e+06 77305 10834 66471 7703 64892 38813 26079 18985 954 1.24324e+06 169208 54984 114224 32821 22163 16109 14683 3056 2617 439 15743 3911 7480 1776 103929 39486 15239 internal_count=1325831 5287 1320544 77305 10834 66471 7703 64892 38813 26079 18985 954 1243239 169208 54984 114224 32821 22163 16109 14683 3056 2617 439 15743 3911 7480 1776 103929 39486 15239 cat_boundaries=0 1 cat_threshold=321 is_linear=0 shrinkage=0.05 Tree=291 num_leaves=31 num_cat=2 split_feature=94 62 93 92 52 16 116 16 136 92 20 54 18 12 107 116 63 55 85 53 12 136 77 134 108 16 4 38 22 56 split_gain=3.08302 14.044 10.8718 9.61028 8.80477 8.15643 10.51 30.257 16.4095 11.9405 11.2978 10.1395 9.26687 8.84519 8.27934 7.68025 13.5077 7.8331 7.66703 6.65431 8.41145 6.65798 8.31332 8.18158 6.54927 6.30015 7.23288 6.33728 6.24021 6.22727 threshold=-0.56388694047927845 0.28001652657985693 -0.067718397825956331 -0.3316215425729751 5.5650000572204599 10.405000209808351 -0.26722820103168482 13.344999790191652 0 -0.73192805051803578 5.7349998950958261 6.2249999046325692 7.4149999618530282 2.435000061988831 -0.70078119635581959 -0.8703225553035735 0.79146015644073497 1.1749999523162844 0.82601076364517223 4.055000066757203 2.0449999570846562 1 4.8550000190734872 1013.4500122070314 0.43220938742160803 14.039999961853029 5.9500000476837167 13.84999990463257 6.1849999427795419 240.87440490722659 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 -1 5 15 -5 12 9 13 -9 25 24 18 14 -8 -3 16 -4 -17 -12 20 21 22 23 -14 -10 26 -7 -27 -28 -21 right_child=-2 2 3 4 -6 6 7 8 10 -11 11 -13 19 -15 -16 17 -18 -19 -20 29 -22 -23 -24 -25 -26 27 28 -29 -30 -31 leaf_value=0.0013429940692624592 -3.2194856300870574e-05 0.00013981470372989945 -0.0050801802471877114 -0.0031122372875658803 0.0007495619322745278 0.00089791398623216838 9.7827097664208613e-05 0.0012394743787008983 0.011097594565297995 -0.001133405869619181 0.0098088231313363528 0.0055782257642436562 0.0017015177618945718 0.0051992036482076329 0.0025567162710961639 0.0028159255064945719 0.023840030140820007 -0.0005144106247258884 0.018815829914681326 -0.00090085844657152654 0.0013378878677206619 -0.0009082132543926872 -0.00027684011487269711 0.011267088280874304 -0.00021997482471495389 0.0011781485801241184 0.0018839142606093006 -0.00035605464550542425 0.006994749686635153 -0.0037570991928164103 leaf_weight=22982 1114889 11368 1044 7033 1868 15365 13677 1796 162 13174 796 1003 4234 906 5148 2550 42 5740 336 16670 8209 26528 13694 236 606 9865 1623 21187 945 2155 leaf_count=22982 1114889 11368 1044 7033 1868 15365 13677 1796 162 13174 796 1003 4234 906 5148 2550 42 5740 336 16670 8209 26528 13694 236 606 9865 1623 21187 945 2155 internal_value=9.70135e-07 0.000176257 3.35988e-05 -0.00112506 -0.00230178 0.000158401 0.000519243 0.00153907 0.00502828 0.000202888 0.00734274 0.00923883 -0.00017463 0.000414761 0.000893157 -7.94943e-06 -0.00396172 0.000509999 0.0124823 -0.000420504 -0.000133215 -0.000403427 0.000334115 0.00220655 0.00216732 0.00056227 0.00130843 0.000131351 0.00376465 -0.00122783 internal_weight=1.32583e+06 210942 187960 18277 8901 169683 81441 19282 4699 62159 2903 2135 88242 14583 16516 9376 1086 8290 1132 71726 52901 44692 18164 4470 768 48985 17933 31052 2568 18825 internal_count=1325831 210942 187960 18277 8901 169683 81441 19282 4699 62159 2903 2135 88242 14583 16516 9376 1086 8290 1132 71726 52901 44692 18164 4470 768 48985 17933 31052 2568 18825 cat_boundaries=0 1 2 cat_threshold=6320 3842 is_linear=0 shrinkage=0.05 Tree=292 num_leaves=31 num_cat=0 split_feature=129 53 129 134 32 54 132 91 9 35 84 8 133 94 55 70 99 95 39 20 75 36 27 94 61 33 34 132 66 130 split_gain=2.95305 4.96187 4.14745 4.10021 4.24346 4.724 4.25881 4.16312 3.8858 5.72515 4.60157 3.9232 4.21191 4.13903 3.76379 3.68849 3.63185 4.55149 4.61867 3.48214 4.6663 4.65564 3.65425 4.46742 3.46387 3.82586 4.05452 4.09522 4.39079 3.5003 threshold=334.50000000000006 0.14500000327825549 312.50000000000006 1014.6499938964845 15.250000000000002 17.545000076293949 1020.0499877929689 0.04282080382108689 11.34999990463257 14.449999809265138 0.88554900884628307 17.250000000000004 1017.9500122070314 0.82108482718467724 0.10500000044703485 323.79513549804693 -0.89100930094718922 0.070762906223535552 14.250000000000002 5.0150001049041757 0.78928804397583019 15.449999809265138 240.50000000000003 -0.88271468877792347 0.56614419817924511 11.750000000000002 12.550000190734865 1011.4500122070314 49.254999160766609 328.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 -3 5 19 7 -6 14 11 -11 12 13 16 -4 -15 -10 18 -18 22 -21 -22 -5 -24 25 -19 -27 -28 29 -29 right_child=1 3 8 4 6 -7 -8 -9 9 10 -12 -13 -14 15 -16 -17 17 24 -20 20 21 -23 23 -25 -26 26 27 28 -30 -31 leaf_value=4.1642731291056762e-06 0.01092758585577755 -0.0010123221634324396 0.011363237437463421 -0.0050789775696637876 -0.0024966695089204695 -9.1969234102077513e-05 -0.013854763218550942 0.020615155427228839 -0.0068698563030654613 -0.0009959187029556732 0.008633738838566038 0.003336435083849819 0.00027082987514016557 -0.0090500911024424275 -0.00044084832160411398 -0.031607336690649392 0.0019675351365240172 0.0028320372308793386 -0.0097441881713314863 0.0010244833480178314 0.0056099561613881365 -0.0086532897897996005 0.032370586466044189 0.0092169529916718614 -0.001217089440093361 -0.0163572693823772 0.011059175883870453 -0.014320433799709592 -0.026840928063860965 -4.295267873686982e-05 leaf_weight=1304396 123 2218 68 34 270 1898 80 21 765 341 195 221 572 74 9783 24 597 69 98 1837 1231 60 25 125 315 151 31 70 28 111 leaf_count=1304396 123 2218 68 34 270 1898 80 21 765 341 195 221 572 74 9783 24 597 69 98 1837 1231 60 25 125 315 151 31 70 28 111 internal_value=9.21754e-07 0.00096339 -4.86368e-06 0.000806242 0.00152898 0.00189689 -0.00363764 -0.000828806 -0.000876323 -0.00226697 0.00250741 -0.0030856 -0.00357417 -0.00451687 -0.000359366 -0.0145743 -0.00407588 -0.00262187 0.000316098 0.00303663 0.00264343 0.00494706 0.00972119 0.0130759 -0.00525655 -0.00802271 -0.00993825 -0.00589962 -0.00841504 -0.00556463 internal_weight=1.32583e+06 7922 1.31791e+06 7799 5581 5210 371 291 13513 3662 536 3126 2905 2333 9851 98 2235 1470 695 3312 3128 1291 184 150 775 460 391 240 209 181 internal_count=1325831 7922 1317909 7799 5581 5210 371 291 13513 3662 536 3126 2905 2333 9851 98 2235 1470 695 3312 3128 1291 184 150 775 460 391 240 209 181 is_linear=0 shrinkage=0.05 Tree=293 num_leaves=31 num_cat=2 split_feature=86 60 56 65 136 31 7 77 94 59 8 136 91 54 12 66 32 5 90 35 94 61 16 19 6 73 15 95 59 86 split_gain=2.90603 5.65127 5.48873 5.8989 6.70077 4.85652 4.9362 4.7515 5.04655 4.65529 4.34376 4.3249 4.17457 5.46012 4.3485 5.48974 6.44218 4.97861 5.12029 5.48258 4.54846 4.09647 4.0917 7.12187 4.68647 5.13607 4.15029 4.09273 4.02491 5.3131 threshold=0.89709687232971203 0.38495011627674108 261.34649658203131 19.195000648498539 0 1021.1499938964845 11.750000000000002 2.5749999284744267 -0.98372009396553028 180.00543975830081 16.150000572204593 1 -0.3953897207975387 2.7549999952316289 2.1750000715255742 0.74500000476837169 9.5500001907348651 13.250000000000002 -0.15651144832372663 14.050000190734865 0.41023600101470953 0.73036858439445507 5.4100000858306894 4.4500000476837167 4.6499998569488534 0.63022857904434215 3.495000004768372 0.34141701459884649 255.684928894043 0.90034234523773204 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=-1 2 3 5 -5 7 -7 8 9 -2 -6 -3 -4 14 15 -14 -17 18 -16 -20 -19 22 23 -9 25 -25 -24 -26 -10 -30 right_child=1 11 12 4 10 6 -8 21 28 -11 -12 -13 13 -15 17 16 -18 20 19 -21 -22 -23 26 24 27 -27 -28 -29 29 -31 leaf_value=1.7168914789163761e-05 0.02875480465590954 -0.00066595598749181865 -0.0015050879594533132 0.0074741949124259082 -0.0020232735952100535 0.0073188461963751604 -0.017281224409287626 -0.020059404029910053 -0.0092613678166168969 -0.0023876464863618217 0.0096559796079252191 0.00040713715645241983 0.0030173729602716373 -0.010542261121354446 0.0050884866767274351 0.015854446479567776 -0.0091960907713438313 -0.02659681219337208 -0.012742530627813387 0.010406785341245789 0.0012046809615899943 0.012682007078342794 -0.00097535565259318036 0.027947289405597583 -0.00029087869571176945 0.0014985443198031957 0.0131805001207305 0.013199816859866443 -0.015637600978481627 0.0047801109016731838 leaf_weight=1264567 20 14875 4752 471 553 279 22 28 399 30 93 25422 144 301 355 27 519 31 95 35 28 57 12134 45 216 31 52 76 42 132 leaf_count=1264567 20 14875 4752 471 553 279 22 28 399 30 93 25422 144 301 355 27 519 31 95 35 28 57 12134 45 216 31 52 76 42 132 internal_value=8.75665e-07 -0.000335438 -0.00100118 -0.000471768 0.00302079 -0.000759403 0.00552083 -0.000901942 -0.00516472 0.0100693 -0.000336683 1.09576e-05 -0.00223736 -0.00450429 -0.00303149 -0.00566696 -0.00795733 0.000311286 0.00197961 -0.00651002 -0.0134029 -0.000691821 -0.000752408 0.00424943 0.00609902 0.017159 -0.00091495 0.0032204 -0.00649405 -0.000148302 internal_weight=1.32583e+06 61264 20967 14680 1117 13563 301 13262 623 50 646 40297 6287 1535 1234 690 546 544 485 130 59 12639 12582 396 368 76 12186 292 573 174 internal_count=1325831 61264 20967 14680 1117 13563 301 13262 623 50 646 40297 6287 1535 1234 690 546 544 485 130 59 12639 12582 396 368 76 12186 292 573 174 cat_boundaries=0 1 2 cat_threshold=5441 1680 is_linear=0 shrinkage=0.05 Tree=294 num_leaves=31 num_cat=3 split_feature=94 34 136 68 126 136 93 115 23 80 8 133 82 68 12 11 54 79 1 79 36 95 105 91 18 20 6 136 2 86 split_gain=2.86501 8.87906 13.0127 10.3494 9.14998 9.77937 7.96362 7.95701 7.77211 10.2029 10.2239 10.1903 8.83508 7.85628 7.29757 8.97044 8.07272 7.41543 7.51239 7.13765 6.91694 6.91519 8.05934 6.8799 6.23084 6.32593 9.59826 10.2109 12.2732 10.18 threshold=-0.56388694047927845 12.449999809265138 0 163.48348236083987 0.83385404944419872 1 -0.25670444965362543 -0.86159634590148915 5.0750000476837167 298.52856445312506 6.7500000000000009 1016.8500061035157 249.87410736083987 310.06710815429693 2.1750000715255742 2.2500000000000004 2.3549998998641972 17.535000801086429 297.50000000000006 1.5249999761581423 10.650000095367433 -0.45822231471538538 -0.12476463615894316 -0.3317465186119079 15.405000209808351 6.1150000095367441 1.3499999642372134 2 131.50000000000003 0.75684264302253734 decision_type=2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 2 3 -1 5 -3 24 -6 12 10 20 14 -4 -13 -11 -16 17 18 -17 -5 -10 22 -12 -8 25 26 -7 28 -28 -30 right_child=-2 4 8 19 7 6 23 -9 9 11 21 13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.006963965906366807 -3.1136310781554843e-05 -0.0015326843179626079 -0.0048730779635977823 -0.0033847630183077172 0.002492516111943727 0.003021906423603558 -0.0004097879427175981 0.00036139042221615652 0.013479908904992045 -0.00029573567651956448 0.0093583689309390799 0.01456996265991657 0.006142862791649285 -0.014181197413967717 0.013855889938768779 -0.0092375807464122779 0.0002352584394319627 0.0030916546417397331 0.015993369337327406 0.00031425746441127476 0.0013447088973226017 0.0019859904416988554 2.0038595580509012e-06 -0.0026794970943330872 -0.00084588570521490481 -7.1735201563715266e-05 -0.0019981270777810717 -0.00013354278067312974 0.0093571014235580893 0.0022289115535492677 leaf_weight=519 1114889 12338 207 1363 5722 4260 11025 18675 120 10657 1214 198 1508 27 158 34 2805 959 223 30196 5472 873 284 4789 14622 52993 1669 20579 540 6913 leaf_count=519 1114889 12338 207 1363 5722 4260 11025 18675 120 10657 1214 198 1508 27 158 34 2805 959 223 30196 5472 873 284 4789 14622 52993 1669 20579 540 6913 internal_value=8.34604e-07 0.00016981 0.00070409 3.93165e-05 -2.71483e-05 -0.000194217 -5.34054e-05 0.000861218 0.00156543 0.00132418 0.00277172 0.000558846 0.00481324 0.0111198 0.00039868 0.00216953 0.00171033 0.00511294 0.0126554 0.000154501 0.00160512 0.00552315 0.00758453 -0.00109713 0.000109083 0.000269669 0.000802398 0.000484055 0.00187543 0.00274538 internal_weight=1.32583e+06 210942 56817 32078 154125 129728 117390 24397 24739 23024 7963 15061 1715 225 14836 4179 4021 1216 257 31559 5592 2371 1498 15814 101576 86954 33961 29701 9122 7453 internal_count=1325831 210942 56817 32078 154125 129728 117390 24397 24739 23024 7963 15061 1715 225 14836 4179 4021 1216 257 31559 5592 2371 1498 15814 101576 86954 33961 29701 9122 7453 cat_boundaries=0 1 2 3 cat_threshold=212 4244 3330 is_linear=0 shrinkage=0.05 Tree=295 num_leaves=31 num_cat=0 split_feature=55 91 120 63 108 79 20 79 12 38 71 17 4 109 10 121 37 96 52 64 63 106 52 76 32 126 15 28 99 65 split_gain=3.37931 5.02049 4.81069 4.54306 4.7487 4.17357 4.03547 4.33453 3.9628 3.87077 6.12498 7.80551 6.34173 6.4549 5.09146 3.64116 5.08274 3.56481 3.96292 5.92695 5.85341 5.52673 4.52247 4.43826 3.98836 4.48148 4.11979 3.86044 3.73597 3.72072 threshold=27.195000648498539 -0.6956285536289214 -0.80382624268531788 0.80063980817794811 -0.67060548067092884 57.010000228881843 5.7349998950958261 6.8150000572204599 1.0649999976158144 17.050000190734867 265.74215698242193 9.5450000762939471 2.2500000000000004 0.36152391135692602 3.8500000238418584 -0.66259482502937306 8.6500000953674334 -0.21199301630258557 26.964999198913578 31.164999961853031 0.69283708930015575 -0.75758033990859974 1.8450000286102297 8.1250000000000018 11.949999809265138 -0.91702514886856068 2.5749999284744267 1018.8500061035157 -0.72722792625427235 25.634999275207523 decision_type=2 2 2 2 2 2 2 2 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 5 -5 -1 7 -4 -6 -10 11 14 13 -13 -11 16 -7 18 19 20 23 24 -22 27 -21 -26 -27 28 29 -8 right_child=1 -3 6 4 8 15 17 -9 9 10 -12 12 -14 -15 -16 -17 -18 -19 -20 21 22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=1.3379722158164457e-05 0.00060797840999605231 0.00089142619255695157 -0.014788738484863229 -0.0019497729719239025 -0.0008477049803502359 -0.022788010869408029 -0.0053839178943763406 -0.0016817806615671588 0.00087932038041911142 0.011717260051518678 0.0019352782776162791 0.0059098582342267045 0.00098096009273181801 0.044019587016664447 0.045875628110176578 0.0025763405411830427 -0.00085571611024995496 0.0019975705852243665 -0.00029283211730519456 -0.0019212495997715355 -0.016335679609111923 -0.00030102920034736833 -9.6599189350552613e-05 -0.00095465852471174047 0.0014028922835015083 0.0019805926184199053 -0.0064054179491379844 -0.0016791547565844667 -0.021933142319548786 -0.020430763924113391 leaf_weight=1185726 11310 8699 101 1676 3279 28 620 168 24513 20 710 25 126 20 24 2643 467 1440 60336 2503 43 2350 14615 1778 252 160 1730 544 41 44 leaf_count=1185726 11310 8699 101 1676 3279 28 620 168 24513 20 710 25 126 20 24 2643 467 1440 60336 2503 43 2350 14615 1778 252 160 1730 544 41 44 internal_value=1.00143e-05 -0.000259766 -0.000361915 3.36309e-05 0.000637268 1.81991e-05 -0.000488401 -0.00660298 0.000788254 0.000999132 0.00417421 0.0115679 0.00673532 0.0228475 0.0303491 0.00183926 -0.00209633 -0.000469376 -0.000511161 -0.00104492 -0.000557609 -0.00227695 -0.000144237 -0.00255933 -0.00327661 -0.00486039 -0.00569549 -0.00484364 -0.00728545 -0.006381 internal_weight=1.32599e+06 106734 98035 1.21926e+06 30393 1.18886e+06 86725 269 28717 25438 925 215 171 45 44 3138 495 86456 85016 24680 17685 6995 14658 3027 4645 2142 1890 1249 705 664 internal_count=1325991 106734 98035 1219257 30393 1188864 86725 269 28717 25438 925 215 171 45 44 3138 495 86456 85016 24680 17685 6995 14658 3027 4645 2142 1890 1249 705 664 is_linear=0 shrinkage=0.05 Tree=296 num_leaves=31 num_cat=1 split_feature=92 60 94 62 60 94 60 92 11 40 63 69 69 57 84 77 35 20 118 127 64 30 14 136 92 57 64 99 88 31 split_gain=3.16239 12.4407 9.39226 8.29545 10.6537 8.13597 12.1864 8.70274 6.92701 7.47119 6.40683 9.14093 8.27551 6.31568 6.19229 6.15675 6.13174 5.92813 5.90963 5.72134 6.40699 5.63601 5.50812 8.06478 5.49524 5.49315 5.60162 5.4581 5.40971 5.76301 threshold=-0.56327626109123219 0.28034956753253942 -0.93714398145675648 0.32588292658329016 0.41063784062862402 -0.58903241157531727 0.58324211835861217 -0.82903259992599476 13.250000000000002 12.750000000000002 0.64616897702217113 271.27351379394537 303.09553527832037 263.02229309082037 0.63605445623397838 40.414999008178718 12.250000000000002 5.1949999332427987 0.72534674406051647 -0.26722820103168482 52.82500076293946 1021.6499938964845 1.5649999976158144 0 -0.38306720554828638 163.71368408203128 2.9650000333786015 -0.64185234904289235 -0.8504560887813567 1014.7500000000001 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 1 2 2 2 2 2 2 left_child=1 14 3 13 10 8 7 -7 -3 -10 15 -12 -13 18 16 22 -1 -15 -2 -16 21 -21 23 25 -20 26 28 -24 -5 -30 right_child=2 5 -4 4 -6 6 -8 -9 9 -11 11 12 -14 17 19 -17 -18 -19 24 20 -22 -23 27 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0051441152293521634 -3.0649792725237223e-05 0.00019221803008968765 -6.8540745163466597e-06 0.035965043067311249 0.0008747274699090192 -0.00096040678921183349 -0.0029868323741152666 0.0004436651557557246 0.002280849564919848 0.025507690140179225 -0.0033553896485655401 0.026187732689740031 -0.0065307223272544363 -0.0088254189137315781 -0.00050137117337805618 0.0078846428467709041 0.0091337383392441143 -0.0011391436952815873 -0.0026419672137488713 0.0013208157601906237 0.025437023048289122 0.005754989418472317 -0.0042264163743298 -0.0036510956700699492 0.0055182767909936403 0.00051064476385342971 -0.010293339975178242 -0.009658745417640691 0.027983483689881506 -0.0075464284420013435 leaf_weight=91 3534 136101 1099362 30 2101 21879 4488 22269 3204 35 135 68 27 304 4232 117 433 1435 257 17618 28 747 2265 2825 1046 713 20 581 21 25 leaf_count=91 3534 136101 1099362 30 2101 21879 4488 22269 3204 35 135 68 27 304 4232 117 433 1435 257 17618 28 747 2265 2825 1046 713 20 581 21 25 internal_value=9.51362e-06 0.000186953 -2.40884e-05 -0.00124615 -0.00223874 5.22621e-05 -0.000504516 -0.000252169 0.000246603 0.00253183 -0.00319691 0.00500634 0.0168888 0.000101462 0.00128067 -0.00348291 0.00665419 -0.00248281 0.00103056 0.00115622 0.00153761 0.00150118 -0.00368816 -0.0023981 0.00390877 0.00199776 0.0132508 -0.00533541 0.0194466 0.00867375 internal_weight=1.32599e+06 211125 1.11487e+06 15504 8928 187976 48636 44148 139340 3239 6827 230 95 6576 23149 6597 524 1739 4837 22625 18393 18365 6480 3634 1303 809 96 2846 76 46 internal_count=1325991 211125 1114866 15504 8928 187976 48636 44148 139340 3239 6827 230 95 6576 23149 6597 524 1739 4837 22625 18393 18365 6480 3634 1303 809 96 2846 76 46 cat_boundaries=0 1 cat_threshold=5376 is_linear=0 shrinkage=0.05 Tree=297 num_leaves=31 num_cat=1 split_feature=128 67 39 136 83 54 52 52 97 55 36 20 57 11 80 13 52 103 87 53 97 34 24 12 53 111 53 23 111 56 split_gain=3.15323 3.56565 3.08476 7.51708 8.53666 7.03053 6.49031 6.75218 5.59659 5.22408 6.36707 5.87649 9.64117 5.277 5.22293 4.79711 6.05242 4.80303 4.77708 4.56812 4.32414 4.56936 4.40985 4.23344 4.28729 4.33621 4.2086 4.1174 4.02224 5.54594 threshold=338.50000000000006 114.99499893188478 9.3499999046325701 0 308.62440490722662 0.42499999701976782 1.0149999856948855 3.804999947547913 -0.68860036134719838 1.2749999761581423 8.3499999046325701 6.1949999332427987 287.24809265136724 18.550000190734867 328.67974853515631 2.935000061988831 1.1549999713897707 0.67867401242256176 0.65129563212394725 0.38499999046325689 -0.62818968296051014 10.150000095367433 340.50000000000006 0.99500000476837169 0.69499999284744274 0.025218760594725612 11.335000038146974 7.4049999713897714 0.46947480738163 283.92224121093756 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=2 -2 3 4 6 8 -1 18 19 11 -11 -7 -13 26 23 17 -17 -16 -8 -6 21 -19 -22 24 25 -5 27 -12 29 -25 right_child=1 -3 -4 14 5 9 7 -9 -10 10 13 12 -14 -15 15 16 -18 20 -20 -21 22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=0.00033387394322989257 0.0013292166005436539 -0.01468253953382373 1.5400878328970832e-05 0.01980164476489216 -0.031601232264125555 -0.0033724545987147917 -0.019192427917132302 -2.0906839796407645e-06 0.0016277824754290509 -0.032211142859381175 -0.0078813295189939427 0.030056356865821816 -0.0062516101918211487 0.0046470952555153584 -0.0083929055270446258 0.0045054846757103676 -0.0053573114402508332 -0.0034845118066700906 -0.0050384282486868491 -0.010894654609262944 3.9881083535627254e-05 0.0096580323022533599 -0.015110396833883391 0.0034589478588792802 -0.0058185986632389615 -0.00070985411628916254 0.00072346289113612617 -0.024722280293607561 -4.6982182734087537e-05 -0.00032886391610988661 leaf_weight=3004 5285 35 1292615 27 57 149 63 879 33 23 523 41 33 110 508 385 261 138 1109 50 103 127 90 2146 582 564 137 39 15117 1758 leaf_count=3004 5285 35 1292615 27 57 149 63 879 33 23 523 41 33 110 508 385 261 138 1109 50 103 127 90 2146 582 564 137 39 15117 1758 internal_value=9.03656e-06 0.00122388 4.14287e-06 -0.000514543 -0.0020417 -0.00584556 -0.00114651 -0.00331476 -0.0163735 -0.00444849 -0.00627003 0.00234759 0.013865 -0.00553252 -7.58604e-05 -0.00281474 0.000520671 -0.00504526 -0.00579927 -0.0219253 -0.00133214 0.00281399 -0.00702502 0.000142735 -0.0027725 0.000227219 -0.00713446 -0.00905001 0.000322514 0.00175327 internal_weight=1.32599e+06 5320 1.32067e+06 28056 6250 1195 5055 2051 140 1055 832 223 74 809 21806 1612 646 966 1172 107 458 265 193 20194 1173 591 699 562 19021 3904 internal_count=1325991 5320 1320671 28056 6250 1195 5055 2051 140 1055 832 223 74 809 21806 1612 646 966 1172 107 458 265 193 20194 1173 591 699 562 19021 3904 cat_boundaries=0 1 cat_threshold=4182 is_linear=0 shrinkage=0.05 Tree=298 num_leaves=31 num_cat=1 split_feature=128 67 29 35 77 52 85 14 113 87 54 136 66 87 107 60 56 93 23 77 23 15 81 119 116 79 59 81 67 93 split_gain=2.84579 3.218 3.01942 7.84365 14.6176 10.5726 11.8444 7.30746 7.84078 6.82661 6.94968 5.85323 5.92416 5.84356 9.14695 12.4472 12.6378 10.4436 8.95677 7.01956 6.39597 8.85538 7.3433 8.46926 6.96017 8.69041 7.12197 6.5085 5.73294 5.67929 threshold=338.50000000000006 114.99499893188478 1014.4500122070314 15.949999809265138 4.5450000762939462 1.3450000286102297 0.91151428222656261 2.5249999761581425 -0.64942333102226246 0.724359691143036 6.4249999523162851 0 1.4950000047683718 0.83161675930023204 -0.71398356556892384 0.4640102237462998 266.51501464843756 -0.23378753662109372 7.0850000381469735 2.4550000429153447 5.0150001049041757 0.81499999761581432 241.20429992675784 0.38266885280609136 0.1650413200259209 10.335000038146974 292.88078308105474 260.51434326171881 0.95499998331069957 -0.40822693705558771 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 13 -4 -5 6 9 8 11 10 -6 12 -7 -1 15 16 19 -16 -18 -15 21 -21 -22 -24 25 26 -23 -26 -29 -11 right_child=1 -3 3 4 5 7 -8 -9 -10 29 -12 -13 -14 14 17 -17 18 -19 -20 20 22 24 23 -25 27 -27 -28 28 -30 -31 leaf_value=1.7556074551886738e-05 0.0012627557856905805 -0.013948412615697764 1.1255860770744165e-05 0.00015973901425140103 -0.008000279216615197 0.023267174469307067 -0.0075575516551188038 -0.00062621382109109575 -0.00028299954947144825 0.0094440878080188778 0.015597716875326557 0.002168393284085668 0.0055326095244267182 -0.0031324350388056417 0.0010909307160340783 -2.8067959357577799e-05 -0.0020201883081157313 -0.00041948579610525749 -0.005954570275452202 -0.0042108106953691743 0.0070749734017709317 0.0030579071418895994 -0.0019445862436035411 -0.00030600484249198315 -0.020309303561225536 0.010269980492637706 -0.011509877119996501 -0.0033049440709976945 0.0026453937923147492 0.004271153812035247 leaf_weight=360142 5285 35 727961 63994 156 50 182 3887 3233 928 39 8774 809 2853 19957 47671 10078 26831 1689 656 294 1800 11914 23324 40 428 88 707 947 1239 leaf_count=360142 5285 35 727961 63994 156 50 182 3887 3233 928 39 8774 809 2853 19957 47671 10078 26831 1689 656 294 1800 11914 23324 40 428 88 707 947 1239 internal_value=8.58473e-06 0.00116268 3.93573e-06 6.3845e-05 0.000523473 0.00172971 0.00473304 0.00127365 0.00184762 0.00568008 -0.00328068 0.00256269 0.00648934 -9.14701e-05 -0.000354504 -0.000618952 -0.0011328 0.000224769 -0.00258492 -0.000735895 -0.000565804 0.00117463 -0.000794355 -0.000860011 0.00205564 0.00383718 0.0023789 -0.000380035 0.00010193 0.00648642 internal_weight=1.32599e+06 5320 1.32067e+06 811252 83291 19297 2544 16753 12866 2362 195 9633 859 509419 149277 102489 54818 46788 11767 43051 40198 4666 35532 35238 4010 2316 1888 1694 1654 2167 internal_count=1325991 5320 1320671 811252 83291 19297 2544 16753 12866 2362 195 9633 859 509419 149277 102489 54818 46788 11767 43051 40198 4666 35532 35238 4010 2316 1888 1694 1654 2167 cat_boundaries=0 1 cat_threshold=18 is_linear=0 shrinkage=0.05 Tree=299 num_leaves=31 num_cat=0 split_feature=55 91 120 63 108 20 79 79 56 56 60 108 95 32 69 57 73 84 99 18 28 31 35 82 61 78 27 99 81 65 split_gain=3.05327 4.56129 4.35958 4.05628 4.28911 3.93056 3.78283 3.38938 4.20633 3.38237 4.8827 4.15371 4.07822 4.04321 3.93897 5.86215 5.0053 3.51029 3.3624 3.34266 3.31445 3.31191 4.33488 4.27241 4.02839 3.97541 5.25326 3.89863 6.57297 3.54533 threshold=27.195000648498539 -0.6956285536289214 -0.74892720580101002 0.80063980817794811 -0.67060548067092884 5.7349998950958261 57.010000228881843 6.8150000572204599 283.21971130371099 292.09732055664068 0.57453939318656932 0.078459281474351897 0.44484016299247747 14.949999809265138 298.83261108398443 278.73829650878912 0.87639701366424572 0.75515958666801464 -0.61238351464271534 14.039999961853029 1020.2500000000001 1013.3500061035157 14.550000190734865 336.95338439941412 0.52918654680252086 2.6049998998641972 268.50000000000006 -0.15342253446578977 278.92927551269537 2.2150000333786015 decision_type=2 2 2 2 2 2 2 2 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 6 18 7 -1 19 -9 12 13 -12 14 17 -7 16 20 -11 -5 -4 -16 23 -23 24 25 26 -6 29 -29 -24 right_child=1 -3 5 4 21 9 -8 8 -10 10 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 27 -25 -26 -27 -28 28 -30 -31 leaf_value=1.1434844591521096e-05 0.00044817436297214227 0.0008490023712948311 -0.018948397816443821 -0.0021987865338239793 0.038383248985999013 -0.00023187585240182427 0.0017497402684947092 0.004818154465887816 -0.011343019860337528 -0.0071975864048487818 -0.0021371263382573029 -0.00048660225125875858 0.00096757413951121911 -0.0086984848890043921 -0.0067562497751650352 -0.0011453657252570749 -0.016858802898460565 -0.0011890916642261001 0.012845899282317413 0.0028067964594811201 0.0059841866871612453 0.00011419600682558269 -0.0013245077143358725 -0.020319075730036606 0.0014839826197579965 0.0047936514414770384 0.005982197930329833 0.037979482479568109 0.00352971160137612 0.0025600043539522775 leaf_weight=1185726 14702 8699 76 1638 22 34896 3138 93 71 298 4315 32688 6717 291 289 2088 107 1319 38 23 62 17901 736 22 6750 283 29 20 45 2909 leaf_count=1185726 14702 8699 76 1638 22 34896 3138 93 71 298 4315 32688 6717 291 289 2088 107 1319 38 23 62 17901 736 22 6750 283 29 20 45 2909 internal_value=8.15631e-06 -0.000248279 -0.000345645 3.06047e-05 0.000600986 -0.000485695 1.60231e-05 -0.00658855 -0.00217845 -0.000466373 -0.000806258 -0.000679073 -0.000166881 -0.00327283 -0.000370399 -0.00226903 -0.00739177 -0.00229641 -0.00185768 -0.0138942 -0.0045058 0.00074448 0.000436577 0.00168089 0.00174921 0.00710934 0.0199591 0.00199209 0.0141296 0.00177564 internal_weight=1.32599e+06 106734 98035 1.21926e+06 30393 83333 1.18886e+06 263 164 83070 38911 37003 44159 1908 37442 2546 458 1617 1676 99 351 28717 21611 7106 7084 334 51 3710 65 3645 internal_count=1325991 106734 98035 1219257 30393 83333 1188864 263 164 83070 38911 37003 44159 1908 37442 2546 458 1617 1676 99 351 28717 21611 7106 7084 334 51 3710 65 3645 is_linear=0 shrinkage=0.05 Tree=300 num_leaves=31 num_cat=3 split_feature=12 65 14 105 136 136 14 52 12 70 7 34 39 20 23 90 55 52 56 58 75 68 74 25 104 20 136 87 39 32 split_gain=3.51677 12.6486 8.0591 8.54617 7.21404 5.68767 6.93683 7.46387 5.62636 5.87397 5.21109 5.17127 5.54264 5.06199 5.04997 4.91009 4.73103 7.70876 6.26391 7.49057 5.80537 6.54847 5.14919 5.00815 5.99742 6.05024 7.78505 7.23527 8.61681 7.8115 threshold=1.8049999475479128 13.565000057220461 1.6150000095367434 -0.39955033361911768 0 1 1.1950000524520876 3.804999947547913 1.5049999952316286 295.35035705566412 10.449999809265138 9.9499998092651385 11.550000190734865 5.7950000762939462 6.4449999332427987 -0.97521930932998646 3.0349999666213994 2.3850001096725468 264.87377929687506 222.6408615112305 0.56365916132926952 274.22090148925787 0.49528791010379797 341.50000000000006 -0.64942535758018483 7.3949999809265146 2 0.83227837085723888 11.34999990463257 19.44999980926514 decision_type=2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 16 3 5 -3 -2 7 13 -6 -10 -8 -11 -13 -7 -14 -16 -1 18 -18 22 21 -19 -20 24 25 26 27 28 -22 -30 right_child=2 4 -4 -5 8 6 10 -9 9 11 -12 12 14 -15 15 -17 17 20 19 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=2.2996831406280825e-05 -0.00025803009851278779 0.00081005279022342393 5.0137109509376269e-05 -4.1052219639646402e-05 -0.0046671907443251604 0.0091494790855949516 0.0020211045996916012 0.0020285874939083245 -0.00028154713169150172 0.0023399520291250311 0.010993726145384382 -0.0082394133765093611 0.0032458321314593726 0.023768766167234969 -0.0066308593164140991 -0.0022854469673804414 -0.00076388535880159451 -0.00018856900658231234 -0.0032034536305888504 -0.0024071633427840537 0.014070437931904298 -0.0014864433402509139 -0.015479687241515003 0.0077198745649201444 -0.0011693402734565803 -0.00025510393331525902 4.3095753901625806e-05 0.00058570098214450242 0.0022734166343395179 0.019190384551504819 leaf_weight=522322 2287 2707 617517 9781 1751 181 8394 258 4645 472 165 481 342 88 791 3649 11127 26454 152 3569 164 15363 195 212 9427 42708 24901 9546 6183 69 leaf_count=522322 2287 2707 617517 9781 1751 181 8394 258 4645 472 165 481 342 88 791 3649 11127 26454 152 3569 164 15363 195 212 9427 42708 24901 9546 6183 69 internal_value=-1.45862e-06 -7.99594e-05 8.30106e-05 0.00104264 -0.00152395 0.00197463 0.0025341 0.00810452 -0.00204376 -0.00160318 0.00219408 -0.00267362 -0.00312325 0.013932 -0.00260864 -0.0030596 -4.80941e-05 -0.000295528 -0.00136917 -0.00308903 -0.000175917 -0.00066539 -0.0101022 4.36772e-05 2.61783e-05 0.000161036 0.000595964 0.00145751 0.00275689 0.00246012 internal_weight=1.3259e+06 687230 638671 21154 14838 11373 9086 527 12131 10380 8559 5735 5263 269 4782 4440 672392 150070 15043 3916 135027 41817 347 93210 92998 83571 40863 15962 6416 6252 internal_count=1325901 687230 638671 21154 14838 11373 9086 527 12131 10380 8559 5735 5263 269 4782 4440 672392 150070 15043 3916 135027 41817 347 93210 92998 83571 40863 15962 6416 6252 cat_boundaries=0 1 2 3 cat_threshold=6196 2176 3329 is_linear=0 shrinkage=0.05 Tree=301 num_leaves=31 num_cat=0 split_feature=12 64 14 90 52 116 79 124 7 20 12 84 31 102 79 108 68 17 99 67 35 133 62 64 86 57 40 20 31 39 split_gain=3.17385 11.872 7.54681 12.3705 6.95908 7.49665 9.58407 5.59799 5.49452 5.41499 5.59245 6.71362 5.34333 8.4634 12.1382 6.35136 5.33039 5.09236 5.05545 4.9903 4.85077 4.91068 4.91763 4.70208 5.40968 4.66622 4.65328 4.60689 4.80772 4.61095 threshold=1.8049999475479128 11.715000152587892 1.935000002384186 -0.47041228413581843 10.034999847412111 -0.39873388409614557 6.6050000190734872 -0.095842104405164705 7.7500000000000009 5.1949999332427987 2.1350001096725468 0.86327579617500316 1019.0499877929689 0.1268596947193146 1.2450000047683718 -0.82301914691925038 257.33636474609381 11.120000362396242 -0.8081265091896056 19.875000000000004 18.650000572204593 1015.7500000000001 0.59594711661338817 22.894999504089359 0.80849781632423412 328.15652465820318 10.550000190734865 7.4149999618530282 1010.5499877929689 14.550000190734865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 16 7 -7 12 -8 25 18 13 19 17 -16 -2 -15 -12 -3 21 27 -23 -20 -25 -11 -27 28 -17 -29 right_child=2 8 -4 -5 -6 6 9 -9 -10 10 11 -13 -14 14 15 20 -18 -19 23 -21 -22 22 -24 24 -26 26 -28 29 -30 -31 leaf_value=-3.9891238509859379e-05 -0.0050631534104794177 -0.00032487685081892181 3.7423110309014355e-06 -9.1359016173611438e-06 0.00032015313019723385 0.00051208793212711046 -0.0014954145408990784 0.0041722998433792241 0.0018148843578106131 0.0011497366937570871 0.0038822141777497977 0.0014155707745742562 -0.00027583425715572198 -0.0014561621952922114 -0.013115474260239691 -0.0064731724827863258 0.0007432844715614703 -0.01498457468549242 0.012268181931764115 0.00604899307480082 0.0045031916922022071 0.01146972434553077 -0.00027758857710675025 0.011298850869659234 -0.016546123452258834 -0.0034406389192217952 -0.028370541157200935 -0.004619114890590306 -0.0003390148979717909 -0.0018548542858130266 leaf_weight=667133 681 1806 536243 57964 17421 1301 1654 5301 1344 12858 1202 2340 6078 93 135 362 942 276 382 370 263 116 384 37 33 292 20 3506 2716 2648 leaf_count=667133 681 1806 536243 57964 17421 1301 1654 5301 1344 12858 1202 2340 6078 93 135 362 942 276 382 370 263 116 384 37 33 292 20 3506 2716 2648 internal_value=-1.38546e-06 -7.59608e-05 7.88599e-05 0.000472124 0.0010995 0.00160156 0.00181191 0.00345101 -0.00127331 0.00123686 0.00150015 0.00313904 -0.00149464 -0.00207909 -0.00266729 -0.00234281 -0.00169306 -0.011575 0.00557733 0.000758915 -0.00219731 -0.00237838 0.00244779 0.0100851 -0.00182807 0.00100313 -0.00503871 -0.00263977 -0.00106045 -0.00342968 internal_weight=1.3259e+06 687230 638671 102428 44464 27043 25420 6602 20097 18818 17164 3994 18753 12675 10499 10130 1623 369 1654 2176 9995 9732 500 452 70 13170 312 9232 3078 6154 internal_count=1325901 687230 638671 102428 44464 27043 25420 6602 20097 18818 17164 3994 18753 12675 10499 10130 1623 369 1654 2176 9995 9732 500 452 70 13170 312 9232 3078 6154 is_linear=0 shrinkage=0.05 Tree=302 num_leaves=31 num_cat=2 split_feature=91 126 136 55 92 102 35 11 62 119 36 15 104 11 121 55 136 24 23 52 55 96 56 20 6 93 31 23 78 21 split_gain=3.00764 5.69509 7.97156 6.35172 7.06175 5.45808 5.14204 5.86299 6.12106 5.2938 5.2048 5.28607 4.68388 4.68055 4.60762 5.41029 6.22608 5.84941 6.13726 5.66923 7.20478 5.92854 5.39071 5.55332 4.88476 4.89457 4.66093 4.59438 4.56109 4.42467 threshold=1.0000000180025095e-35 0.84335932135581981 0 0.064999999478459372 -0.3316215425729751 0.62974584102630626 13.250000000000002 12.650000095367433 0.36722394824028021 0.7933231294155122 10.250000000000002 2.0049999952316289 -0.22145006805658338 10.550000190734865 -0.99687939882278431 1.0149999856948855 1 307.50000000000006 5.2550001144409189 9.0650000572204608 6.0850000381469735 -0.99980691075325001 260.70213317871099 5.2750000953674325 7.0499999523162851 -0.58834281563758839 1015.1499938964845 4.9349999427795419 20.775000572204593 5.9949998855590829 decision_type=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 2 left_child=-1 3 -3 5 28 -2 7 12 10 -8 11 -9 -4 -7 -6 16 17 22 -19 20 21 -17 -16 -24 25 -20 27 -18 -5 -27 right_child=1 2 6 4 14 13 9 8 -10 -11 -12 -13 -14 -15 15 19 26 18 24 -21 -22 -23 23 -25 -26 29 -28 -29 -30 -31 leaf_value=1.2341068026652624e-05 0.0027520549155434404 -0.00034445590452270844 0.00024352707330772274 -0.0006084966628945725 -0.0097087269576526993 0.029449654007820708 0.0034264629134104609 0.025424809933260635 -0.0026206557826848466 0.011102314029742502 0.017640126111346764 0.0017336080472096398 -0.010965722920096453 0.0022225461912091338 0.027074281981665685 0.012867930750683721 0.0028032320088936719 0.012645613775833162 0.022888115176132748 0.0012041700474927329 -0.011360632240433585 -0.0032291246544028807 -0.017028536219149831 0.012503750942265378 -0.005207862576843047 0.015509825572371483 0.0010179558107638034 -0.0050564874750008643 0.0016975711422100516 -0.010030491442181343 leaf_weight=1283680 508 6113 1206 21893 193 38 894 27 149 300 125 184 101 27 47 58 231 99 35 740 275 4146 20 78 252 28 1081 953 2377 43 leaf_count=1283680 508 6113 1206 21893 193 38 894 27 149 300 125 184 101 27 47 58 231 99 35 740 275 4146 20 78 252 28 1081 953 2377 43 internal_value=-1.31619e-06 -0.000416549 0.000691394 -0.000720914 -0.000812782 0.00449763 0.00280377 0.0011195 0.00581442 0.00535507 0.00955497 0.00476518 -0.000622681 0.0181399 -0.00207375 -0.00189151 -0.000146523 0.00433137 0.00162709 -0.00285011 -0.00351993 -0.00300704 0.0131532 0.00647675 -0.00141993 0.00758536 -0.00134984 -0.00352305 -0.000382641 4.17463e-05 internal_weight=1.3259e+06 42221 9099 33122 32549 573 2986 1792 485 1194 336 211 1307 65 8279 8086 2867 602 457 5219 4479 4204 145 98 358 106 2265 1184 24270 71 internal_count=1325901 42221 9099 33122 32549 573 2986 1792 485 1194 336 211 1307 65 8279 8086 2867 602 457 5219 4479 4204 145 98 358 106 2265 1184 24270 71 cat_boundaries=0 1 2 cat_threshold=2611 1286 is_linear=0 shrinkage=0.05 Tree=303 num_leaves=31 num_cat=1 split_feature=12 64 15 70 95 60 20 64 35 79 54 111 95 82 12 93 28 56 1 37 58 38 99 5 22 43 60 31 136 22 split_gain=2.86979 10.2121 7.21977 13.4281 8.52246 7.50565 7.59073 6.06434 6.79091 6.7172 6.97517 5.1985 4.81315 4.74196 7.48388 5.66279 7.67208 7.73686 5.98712 8.94473 7.52706 5.53235 6.81444 6.09944 5.47904 5.39268 5.33456 5.72577 5.11484 5.76278 threshold=1.7250000238418581 11.715000152587892 1.6749999523162844 292.10635375976568 -0.957025647163391 0.47072310745716101 5.7950000762939462 2.3249999284744267 13.150000095367433 3.7549999952316289 0.91500002145767223 0.63234308362007152 0.98335617780685436 314.05899047851568 1.1050000190734866 -0.45954234898090357 1020.2500000000001 224.75280761718753 315.50000000000006 15.550000190734865 276.02795410156256 16.750000000000004 -0.37451648712158198 8.8499999046325701 4.3250000476837167 4.5499999523162851 0.17383797466754916 1021.2500000000001 0 4.4149999618530282 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 1 2 left_child=1 13 3 -2 -5 6 7 8 -6 -9 -11 -12 -8 -1 26 18 24 -18 28 -20 21 22 23 -21 -17 -19 27 -15 -16 -30 right_child=2 -3 -4 4 5 -7 12 9 -10 10 11 -13 -14 14 15 16 17 25 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-1.088237423286425e-05 0.00015527956232282714 -0.0014430994877531454 1.2460169232183115e-05 -0.0013990587620180042 -0.0038426021867461234 0.00097328036008910825 0.0047455328241798427 0.011358079307309881 0.0029093648651435829 0.0075223131003096123 -0.0025153927014694849 0.0034044589572050951 -0.0038221294304136844 -0.013966844180249611 0.0011521288014768995 -0.013195860034748153 0.00714525895240952 0.00081365454193813133 0.00062912719573802501 0.010989798151903866 -0.0049534184808814616 0.0034922368217763298 0.028594576656494453 -0.0036347217770695394 -0.0013314124123852515 -0.0068637747635091929 -0.0017296393462136591 0.0098367757094092664 -0.014684440859426291 -0.0010133140528587818 leaf_weight=582240 57832 13404 611166 1968 883 7876 4587 222 644 465 727 757 170 160 3666 98 464 3257 5332 417 165 711 46 86 13784 246 7857 30 78 6563 leaf_count=582240 57832 13404 611166 1968 883 7876 4587 222 644 465 727 757 170 160 3666 98 464 3257 5332 417 165 711 46 86 13784 246 7857 30 78 6563 internal_value=-1.25051e-06 -7.75631e-05 6.96555e-05 0.00052881 0.00170931 0.00208389 0.00311845 0.00141927 -0.000995014 0.00311739 0.00217874 0.00050437 0.00443935 -4.82866e-05 -0.000555229 -0.0002384 -0.000861023 0.00107814 0.000412866 0.00156958 0.00508854 0.00640356 0.010174 0.00848938 -0.00141517 0.000274503 -0.00192983 -0.0102084 -0.000345449 -0.00117212 internal_weight=1.3259e+06 638604 687297 76131 18299 16331 8455 3698 1527 2171 1949 1484 4757 625200 42960 34913 17849 3967 17064 6757 1425 1260 549 503 13882 3503 8047 190 10307 6641 internal_count=1325901 638604 687297 76131 18299 16331 8455 3698 1527 2171 1949 1484 4757 625200 42960 34913 17849 3967 17064 6757 1425 1260 549 503 13882 3503 8047 190 10307 6641 cat_boundaries=0 1 cat_threshold=645 is_linear=0 shrinkage=0.05 Tree=304 num_leaves=31 num_cat=3 split_feature=32 110 18 136 36 39 91 36 120 136 13 17 60 32 78 36 92 28 8 60 83 136 83 21 122 28 35 12 55 108 split_gain=2.80086 9.12066 10.8145 9.2446 9.48185 6.88747 10.2951 10.103 6.30917 10.5932 7.23726 6.12731 5.91131 5.8621 6.53174 8.9474 6.57189 6.37484 6.39312 8.33765 6.65788 5.82156 6.78549 6.00214 5.69736 7.83796 7.18567 9.96134 6.68379 5.93773 threshold=10.650000095367433 0.54258063435554515 11.120000362396242 0 10.650000095367433 12.650000095367433 -0.70116522908210743 13.150000095367433 0.095842104405164733 1 1.5049999952316286 14.039999961853029 0.52605184912681591 12.550000190734865 2.9650000333786015 12.949999809265138 0.9953901767730714 1018.3500061035157 7.6499998569488534 0.47534126043319708 318.47546386718756 2 331.23062133789068 9.2349996566772479 -0.095842104405164705 1022.0499877929689 11.650000095367433 2.3149999380111699 5.8350000381469735 0.449799194931984 decision_type=2 2 2 1 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 2 3 4 -1 6 7 8 24 10 -10 21 -11 14 -7 16 -16 -17 20 -20 -19 22 -9 -23 25 26 27 29 -27 -2 right_child=5 -3 -4 -5 -6 13 -8 11 9 12 -12 -13 -14 -15 15 17 -18 18 19 -21 -22 23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=0.0091339686909632511 -0.0010987103071909336 1.593169096996343e-06 0.0002255923830130503 0.0013114669140375866 0.002212260867012936 -2.7433801202377473e-05 -1.5683476698673576e-06 -0.0027516581787807148 0.004042995742180539 -0.0029497952535053676 -0.00034019435882391854 0.00088530270291303542 -0.001111643811634975 -1.7630438855171593e-05 -0.00023086958901820934 0.0017693669272136202 0.0049749091673458659 -0.0011980408004642104 0.0052512169899818252 0.00043598656021941775 0.0039925967044371988 -0.0082714270618216203 0.020461130829062313 0.0018596986303215518 0.00028903750965499249 0.0031869814140933622 -0.00026772520668571977 -0.00043324937026844039 -4.8452547689417706e-05 -0.0034208243365813117 leaf_weight=803 4480 234515 36236 15762 1289 48949 158213 1946 1286 7003 3518 772 11650 668772 19226 22014 626 6053 1242 3255 688 1044 32 170 25422 2180 24511 11142 5961 7141 leaf_count=803 4480 234515 36236 15762 1289 48949 158213 1946 1286 7003 3518 772 11650 668772 19226 22014 626 6053 1242 3255 688 1044 32 170 25422 2180 24511 11142 5961 7141 internal_value=-1.18755e-06 0.000136584 0.000721856 0.00172906 0.00484595 -3.95195e-05 -0.000258649 -0.000634359 -0.000540191 -0.00126212 0.000831427 -0.00311194 -0.00180079 3.62328e-05 0.000389208 0.000773252 -6.6714e-05 0.00127473 0.000305776 0.00176588 -0.000668274 -0.00407869 -0.00236417 -0.00679675 -0.000330704 -0.000615014 -0.00086178 -0.00150145 0.000817933 -0.00252563 internal_weight=1.3259e+06 288605 54090 17854 2092 1.0373e+06 266471 108258 104294 23457 4804 3964 18653 770825 102053 53104 19852 33252 11238 4497 6741 3192 1978 1214 80837 55415 47274 22763 8141 11621 internal_count=1325901 288605 54090 17854 2092 1037296 266471 108258 104294 23457 4804 3964 18653 770825 102053 53104 19852 33252 11238 4497 6741 3192 1978 1214 80837 55415 47274 22763 8141 11621 cat_boundaries=0 1 2 3 cat_threshold=4369 100 6852 is_linear=0 shrinkage=0.05 Tree=305 num_leaves=31 num_cat=2 split_feature=32 110 17 136 0 35 136 55 1 37 87 29 36 86 108 72 7 34 95 39 11 35 86 17 30 133 72 5 92 28 split_gain=3.07101 8.91637 8.77501 8.37599 8.34754 6.2885 12.2277 12.3604 9.17766 6.40091 6.1729 6.53259 6.09194 6.04274 6.44029 6.03733 5.26466 5.18971 8.8896 9.49361 8.03579 6.81445 7.65216 9.10812 6.71596 7.13976 6.27088 6.83431 6.779 6.26424 threshold=10.650000095367433 0.46383780241012579 11.120000362396242 0 258.50000000000006 11.550000190734865 1 0.38499999046325689 92.500000000000014 9.1500000953674334 0.63725149631500255 1021.9500122070314 10.84999990463257 0.75075724720954906 0.79069316387176525 0.82831326127052318 10.750000000000002 12.34999990463257 -0.45822231471538538 15.250000000000002 3.8500000238418584 13.050000190734865 0.74760249257087719 14.039999961853029 1022.2500000000001 1013.2500000000001 0.58130779862403881 4.0499999523162851 -0.40853404998779291 1014.5499877929689 decision_type=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 2 left_child=1 2 3 10 -5 6 7 -2 -9 -7 11 -1 -6 15 -15 -10 -16 18 19 24 -21 22 -19 -24 25 -11 27 -22 -29 -23 right_child=5 -3 -4 4 12 9 -8 8 13 17 -12 -13 -14 14 16 -17 -18 21 -20 20 26 29 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0014271652406679122 -9.1951685768332407e-05 1.6294835868626129e-05 0.00031872314528799635 0.002013191157847516 0.013625065410820147 0.0053752468357155274 3.7591739187341321e-05 0.00015826123929277994 -0.0040271691444679607 0.00068602061606043473 0.0014802767075902696 -0.015629063893052544 0.0053803710109096466 -0.00091455040936746362 -0.0037296346721422159 -0.00030913573615861837 -0.00024289905904879562 -1.3622177182032337e-06 9.4177273385489217e-05 -0.0028330120197669778 0.0088226682048499292 -0.00016111370911623616 -0.0010153890347737067 0.00046408149216231885 0.0055992807955683064 0.0047300202359657978 0.0072016407707706093 0.049770169513566158 0.013836371455164182 0.00015719869693488295 leaf_weight=466 24963 244284 30506 1719 300 553 78238 6155 5393 21435 10086 98 885 13095 4536 1369 1422 69087 115186 81 38 281732 56789 12736 784 1150 100 35 21 342414 leaf_count=466 24963 244284 30506 1719 300 553 78238 6155 5393 21435 10086 98 885 13095 4536 1369 1422 69087 115186 81 38 281732 56789 12736 784 1150 100 35 21 342414 internal_value=-9.96574e-06 0.000134377 0.000789064 0.00184766 0.00422437 -5.00889e-05 -0.000368131 -0.000925524 -0.00157669 -2.4356e-06 0.0011945 -0.00389487 0.00746764 -0.00199035 -0.00153462 -0.00327444 -0.00289745 -5.73407e-06 0.000275449 0.00115855 0.0103944 -5.69124e-05 -0.00037404 -0.000744371 0.00104986 0.000891936 0.0159172 0.0251892 0.036295 1.35163e-05 internal_weight=1.32566e+06 288344 44060 13554 2904 1.03731e+06 135171 56933 31970 902141 10650 564 1185 25815 19053 6762 5958 901588 138830 23644 275 762758 138612 69525 23369 22585 194 94 56 624146 internal_count=1325656 288344 44060 13554 2904 1037312 135171 56933 31970 902141 10650 564 1185 25815 19053 6762 5958 901588 138830 23644 275 762758 138612 69525 23369 22585 194 94 56 624146 cat_boundaries=0 1 2 cat_threshold=230 2480 is_linear=0 shrinkage=0.05 Tree=306 num_leaves=31 num_cat=1 split_feature=8 107 93 26 38 9 85 6 76 86 20 19 37 119 115 77 123 23 8 104 136 88 93 80 65 67 20 35 53 96 split_gain=2.89669 7.54666 6.65147 4.86886 4.86439 4.35659 4.31306 3.78619 7.79764 7.61898 10.0438 12.2191 9.72693 12.6822 8.89958 6.5183 6.26885 6.10389 6.0313 10.1725 12.34 7.30553 5.81155 7.40666 6.73977 6.20308 5.78064 6.04055 6.61947 7.86742 threshold=17.150000572204593 -0.4562333077192306 -0.88174536824226368 306.50000000000006 10.750000000000002 17.650000572204593 0.9088743031024934 6.6499998569488534 23.644999504089359 0.85148459672927868 6.3350000381469735 5.7200000286102304 18.349999427795414 0.63605400919914257 -0.82409480214118946 12.045000076293947 -0.76037701964378346 5.7650001049041757 8.4499998092651385 -0.65994942188262928 0 -0.90472003817558277 0.17891480773687365 345.91271972656256 22.054999351501468 3.685000061988831 4.6349999904632577 10.150000095367433 1.685000002384186 -0.21199301630258557 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=7 2 3 -2 5 -5 -3 8 18 -9 11 -11 14 -14 -13 -15 -12 -18 -1 20 -20 -21 -10 25 -25 -24 -16 -28 29 -29 right_child=1 6 -4 4 -6 -7 -8 9 22 10 16 12 13 15 26 -17 17 -19 19 21 -22 -23 23 24 -26 -27 27 28 -30 -31 leaf_value=-2.1707723267315828e-05 0.0024181444226699998 -9.4699218883963806e-05 0.0016330783829234499 -0.0066219615814243939 0.026928128294705873 0.022517545877591427 -0.0089604921354208712 -5.1711780293339118e-06 0.0024535133087649017 0.0014668746154165582 -0.0014461801082180628 -0.00036673231680864831 -0.0015761575279994292 -0.00035055238755901143 -0.0058945617528419481 0.008293967438911273 0.0022857437935209441 8.6961038275833088e-05 0.0030952470905082443 -0.0023168812555426099 0.00063903386201158516 0.0001233509490815717 -0.0031378968008365809 -0.001695610300928194 -0.017445518441115308 0.001193827596971413 -0.0035557626074871661 -0.00017954740896368096 -0.0018782228237460637 -0.005032486699799301 leaf_weight=786920 98 10476 6747 29 63 23 139 297809 5660 5196 6184 22268 1113 298 773 813 3407 42899 6186 3274 29384 48537 944 186 107 6638 3362 13103 22128 892 leaf_count=786920 98 10476 6747 29 63 23 139 297809 5660 5196 6184 22268 1113 298 773 813 3407 42899 6186 3274 29384 48537 944 186 107 6638 3362 13103 22128 892 internal_value=-9.46743e-06 0.000628172 0.00190772 0.0106071 0.0175856 0.00626667 -0.000210794 -1.80346e-05 4.04901e-05 -0.000141677 -0.000473711 -0.000866013 -0.00105322 0.00219616 -0.0011688 0.00597528 4.90549e-05 0.000248738 2.20534e-05 0.000416149 0.00106725 -3.08503e-05 0.00123142 0.000353067 -0.00744728 0.000654504 -0.00161245 -0.00152862 -0.00133995 -0.000488859 internal_weight=1.32566e+06 17575 6960 213 115 52 10615 1.30808e+06 887836 420245 122436 69946 64750 2224 62526 1111 52490 46306 874301 87381 35570 51811 13535 7875 293 7582 40258 39485 36123 13995 internal_count=1325656 17575 6960 213 115 52 10615 1308081 887836 420245 122436 69946 64750 2224 62526 1111 52490 46306 874301 87381 35570 51811 13535 7875 293 7582 40258 39485 36123 13995 cat_boundaries=0 1 cat_threshold=1312 is_linear=0 shrinkage=0.05 Tree=307 num_leaves=31 num_cat=3 split_feature=32 110 17 87 136 36 30 35 136 67 61 38 122 14 77 92 64 124 39 104 34 94 39 7 136 118 35 110 16 52 split_gain=2.79671 7.93751 8.52109 7.72001 7.93133 8.57718 5.82205 5.69218 11.1757 13.0343 8.12981 5.98948 5.66487 5.34596 6.52376 5.18687 6.0395 4.98907 4.73929 6.00375 4.69817 8.82229 9.50083 7.22307 6.4098 6.3572 6.13169 6.89095 11.6888 7.01043 threshold=10.650000095367433 0.47939977049827581 11.120000362396242 0.67872199416160595 0 10.650000095367433 1021.4500122070314 11.550000190734865 1 0.39499999582767492 0.42310951650142675 9.1500000953674334 -0.13052122294902799 0.80500000715255748 1.2549999952316286 -0.46089684963226313 4.2950000762939462 -0.19936034083366391 11.550000190734865 -0.97135055065155018 12.34999990463257 -0.28485339879989618 15.250000000000002 2.3500000238418584 2 0.9238443672657014 13.050000190734865 0.8328952193260194 13.344999790191652 21.255000114440922 decision_type=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 2 2 2 2 left_child=1 2 3 6 -5 15 -1 8 9 -2 -11 -9 -12 14 -10 16 -6 -7 -16 -20 21 22 24 -24 -13 -26 27 28 29 -22 right_child=7 -3 -4 4 5 17 -8 11 13 10 12 20 -14 -15 18 -17 -18 -19 19 -21 26 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00014297498116836444 -3.1829408915115008e-05 1.4624170943645582e-05 0.000272355834914919 0.0013940356322291159 -0.0015555207828237187 -0.00038032799843614926 -0.0081554279224802084 0.0054471954802039965 0.00021409373134760273 -0.0028261686865224799 -0.0022145890190434585 5.7966423205353398e-05 -0.00025179268518631142 -6.0178879105549036e-05 0.002719912049264854 0.0062965664957250747 0.01955780862910407 0.0043875360563564829 0.033833179829696962 0.010518880194879841 -0.0012663946910041253 6.0943620727228551e-05 -0.0030347930508501392 0.013899037397587327 0.0014852883270569783 0.010590888432301486 1.3119257034954804e-05 3.3679745977031036e-05 0.00025507850919001968 0.00078445083810290892 leaf_weight=1052 20139 242455 31547 9732 42 807 289 504 449 10208 5986 11699 9526 88539 143 531 175 1714 34 147 48009 110581 85 243 16065 194 624149 62654 23395 4563 leaf_count=1052 20139 242455 31547 9732 42 807 289 504 449 10208 5986 11699 9526 88539 143 531 175 1714 34 147 48009 110581 85 243 16065 194 624149 62654 23395 4563 internal_value=-8.99265e-06 0.000128753 0.000731754 0.00174226 0.00211482 0.00424339 -0.00186975 -4.72821e-05 -0.000349869 -0.00098423 -0.00173035 -1.94445e-06 -0.00100923 -2.4031e-05 0.00411601 0.00895824 0.0154714 0.00286129 0.00952331 0.0148984 -4.99043e-06 0.000262505 0.00105049 0.0095107 0.000951231 0.00159296 -5.36896e-05 -0.0003545 -0.000674653 -0.00108839 internal_weight=1.32566e+06 288344 45889 14342 13001 3269 1341 1.03731e+06 135171 45859 25720 902141 15512 89312 773 748 217 2521 324 181 901637 138867 28286 328 27958 16259 762770 138621 75967 52572 internal_count=1325656 288344 45889 14342 13001 3269 1341 1037312 135171 45859 25720 902141 15512 89312 773 748 217 2521 324 181 901637 138867 28286 328 27958 16259 762770 138621 75967 52572 cat_boundaries=0 1 2 3 cat_threshold=228 2224 2129 is_linear=0 shrinkage=0.05 Tree=308 num_leaves=31 num_cat=1 split_feature=54 52 56 60 75 111 91 60 73 60 54 98 52 83 79 136 8 120 66 94 101 52 54 95 96 9 39 32 28 7 split_gain=2.79305 9.8532 8.6312 14.7341 8.32477 9.04674 8.0268 7.99752 7.88883 6.83621 7.1938 10.7445 7.322 7.24621 8.16337 7.58286 6.76114 6.51314 6.50659 6.4931 9.97726 8.30847 8.38731 8.25789 7.75122 7.03479 7.00745 7.48409 6.47285 6.42424 threshold=8.1250000000000018 4.3150000572204599 258.06268310546881 0.45498701930046087 0.52790895104408275 -0.4610620886087417 -0.67233848571777333 0.65377649664878856 0.37459163367748266 0.70899581909179699 3.304999947547913 -0.67506036162376393 8.6350002288818377 277.66618347167974 29.795000076293949 0 16.750000000000004 -0.25037047266960138 0.45499999821186071 0.036545654758811004 0.18737986683845523 13.404999732971193 13.305000305175783 -0.73131835460662831 -0.30381546914577479 16.94999980926514 14.84999990463257 11.84999990463257 1023.0499877929689 7.1499998569488534 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 7 6 5 -3 -4 -1 -8 10 11 29 13 15 -15 17 -16 -12 -7 20 -2 25 -23 28 -21 26 27 -22 -24 -6 right_child=19 4 3 -5 9 18 8 -9 -10 -11 12 -13 -14 14 16 -17 -18 -19 -20 24 21 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=4.677388812441118e-05 -3.8884230694111745e-05 0.0031281514609168637 -0.00049487837033638344 0.00034428215279895172 0.0040379690767090668 -0.0034839130291736313 -0.0040196219609844796 -0.0011735233856202715 -0.0012827894854744253 -0.00019927355300206862 0.0066362150537620738 -0.00013081912839544584 0.0017368111061372223 0.00029657933106414875 -0.0032228510909346648 0.00068211557963426361 0.0055987752488232713 0.001857478623082251 -0.00036598807850650114 -6.6312592906440143e-05 -0.00094822955514382032 0.0021072860541943381 0.0013252175443351521 -0.0019907378867193406 0.0018564473306802117 0.011163135027941687 -0.00071646296999149735 -0.0037525264456956041 0.024345228193147529 0.0010902217383881169 leaf_weight=831146 35431 1741 45129 37664 5412 1814 3018 13647 20642 17941 1169 3991 12809 37205 2600 6682 237 1828 21566 187858 3534 2847 2044 5992 5392 101 6097 7281 31 2807 leaf_count=831146 35431 1741 45129 37664 5412 1814 3018 13647 20642 17941 1169 3991 12809 37205 2600 6682 237 1828 21566 187858 3534 2847 2044 5992 5392 101 6097 7281 31 2807 internal_value=-8.54247e-06 2.7015e-05 -2.64033e-05 -0.000450686 0.000458365 -0.000348975 -0.000885955 2.70609e-05 -0.00163189 0.000677193 0.000887585 0.00199768 0.000670821 0.000396204 9.94389e-05 0.00162392 -0.0024859 0.00370908 -0.000607901 -0.000156677 -0.000595936 -0.00130267 -0.000225913 -0.00104934 -1.26644e-05 -0.00199342 -0.00207199 -0.00283617 0.00166913 0.00303124 internal_weight=1.32566e+06 1.06905e+06 951246 106453 117802 25121 68789 844793 23660 92681 74740 12210 62530 49721 40042 9679 2837 2997 23380 256608 63358 27927 10914 8067 193250 17013 16912 10815 2075 8219 internal_count=1325656 1069048 951246 106453 117802 25121 68789 844793 23660 92681 74740 12210 62530 49721 40042 9679 2837 2997 23380 256608 63358 27927 10914 8067 193250 17013 16912 10815 2075 8219 cat_boundaries=0 1 cat_threshold=775 is_linear=0 shrinkage=0.05 Tree=309 num_leaves=31 num_cat=1 split_feature=8 107 93 34 26 56 85 92 103 6 76 86 20 136 36 92 119 7 61 55 31 27 92 10 75 92 101 74 65 8 split_gain=2.5822 6.81988 5.99267 4.53733 4.17976 5.71896 3.88438 3.76822 3.47596 3.3629 7.1853 6.56096 8.93097 8.8532 7.29557 6.95906 7.763 6.93185 6.90707 6.0354 5.92128 5.69313 5.62227 6.42328 8.76659 7.15918 6.22347 5.55693 10.2047 5.53799 threshold=17.150000572204593 -0.4562333077192306 -0.88174536824226368 10.050000190734865 306.50000000000006 251.73410797119143 0.9088743031024934 -0.97929483652114857 0.18848263472318652 6.6499998569488534 23.644999504089359 0.85148459672927868 6.3350000381469735 0 18.44999980926514 0.56309637427330028 0.95878320932388317 10.050000190734865 0.40080793201923376 5.3450000286102304 1014.6499938964845 328.50000000000006 0.5246502459049226 4.8500001430511483 0.53874090313911449 -0.58673125505447377 -0.80260795354843129 0.77394196391105663 5.0750000476837167 7.5499999523162851 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=9 2 3 -2 -5 -6 -3 -4 -8 10 29 -11 13 14 17 16 -15 -13 20 -14 -17 -16 23 24 25 -12 -24 28 -26 -1 right_child=1 6 7 4 5 -7 8 -9 -10 11 22 12 19 15 21 18 -18 -19 -20 -21 -22 -23 26 -25 27 -27 -28 -29 -30 -31 leaf_value=-3.3042871230269426e-05 -0.0095034248123948405 -9.3454088631733331e-05 0.01343823132867163 0.0045111744839232415 0.028547755840521022 0.0041304052807390693 -0.014905089851734894 0.0014321616165094493 0.0012643119421872227 -6.0562012364114941e-06 0.0037572615151153319 -0.00077388247201151585 0.00079889876245030009 -0.0009688205432742972 0.002022802191247237 -0.0017351353861916826 0.0071309201697500159 0.0014331546808171664 -0.00067551901485219409 -0.00033281233378305679 -0.0051645527459418701 0.010405057284614853 -0.027360624757905801 0.00055174087798780453 0.00059575583407246854 -0.0051186001037603276 -8.1103138770298054e-05 0.0025852273734352101 0.0092115793773054119 0.00031289863680936076 leaf_weight=737075 26 10476 66 84 65 38 84 6681 55 297809 415 14457 17853 40438 1508 2265 298 4719 3194 34637 2833 234 21 4297 497 502 4739 1950 1114 137226 leaf_count=737075 26 10476 66 84 65 38 84 6681 55 297809 415 14457 17853 40438 1508 2265 298 4719 3194 34637 2833 234 21 4297 497 502 4739 1950 1114 137226 internal_value=-8.11509e-06 0.000593917 0.00181029 0.0100676 0.0127888 0.0195394 -0.000203628 0.00154961 -0.00850713 -1.62038e-05 3.89524e-05 -0.00013273 -0.000440848 -0.00081078 5.06597e-05 -0.00117809 -0.000909568 -0.000230755 -0.00249866 5.21074e-05 -0.00364089 0.00314878 0.00118217 0.00193271 0.00325786 -0.00110172 -0.000201454 0.00438051 0.00655356 2.12544e-05 internal_weight=1.32566e+06 17575 6960 213 187 103 10615 6747 139 1.30808e+06 887836 420245 122436 69946 20918 49028 40736 19176 8292 52490 5098 1742 13535 8775 4478 917 4760 3561 1611 874301 internal_count=1325656 17575 6960 213 187 103 10615 6747 139 1308081 887836 420245 122436 69946 20918 49028 40736 19176 8292 52490 5098 1742 13535 8775 4478 917 4760 3561 1611 874301 cat_boundaries=0 1 cat_threshold=7186 is_linear=0 shrinkage=0.05 Tree=310 num_leaves=31 num_cat=1 split_feature=90 33 94 136 3 30 23 83 2 91 62 92 62 63 12 16 20 97 83 54 96 109 91 25 70 54 24 65 97 89 split_gain=2.9269 4.85817 4.89549 5.76152 9.52655 7.42307 6.38658 6.84582 6.03534 5.51386 5.41275 7.21889 5.48214 4.72631 4.67628 4.56638 5.07248 6.66592 5.90029 5.71913 5.57897 4.90324 4.81747 6.35375 5.89002 4.98989 5.90569 5.08313 5.80024 4.74968 threshold=1.0000000180025095e-35 11.84999990463257 -0.23806256055831906 0 176.50000000000003 1015.4500122070314 5.7449998855590829 245.17901611328128 79.500000000000014 -0.99622926115989674 0.21858678758144381 -0.69493976235389698 0.3102658092975617 0.72911408543586742 1.4149999618530276 14.039999961853029 7.6150000095367441 0.10307966172695161 323.40559387207037 0.42499999701976782 -0.9718724489212035 0.83872294425964367 -0.14471382647752759 319.50000000000006 276.69039916992193 2.1149998903274541 278.50000000000006 3.5149999856948857 -0.67998751997947682 0.64214324951171886 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 14 6 7 -6 -9 -7 -5 -12 -13 -14 -3 16 17 18 20 -20 -11 -17 29 25 -25 26 -24 28 -27 -22 right_child=1 2 -4 10 5 9 -8 8 -10 15 11 12 13 -15 -16 21 -18 -19 19 -21 22 -23 23 24 -26 27 -28 -29 -30 -31 leaf_value=1.6095985570745808e-05 0.00078104006765664351 -0.0037492418905727466 -0.0020588747930605695 0.0029831073646174873 -0.011537078747878203 0.018917889514612776 -0.00085139568912043087 0.028417182862758641 0.0036238160449817468 0.00041928127130106568 -0.00049687065672039123 -0.0006849970335077271 -0.0043254991763019626 0.016693738622039003 5.3476476454705002e-05 0.00085706524453636214 -0.001964264469518558 0.031434557260945441 0.020615541341680071 -0.0037798661883886257 0.0076651357363255613 -0.018734139544623239 0.0027138150400585603 0.050279017502353307 0.018094333997842941 0.030655132984975353 0.032172009840850599 -0.0035004417738550668 0.00077946634793823414 -0.015609231898966042 leaf_weight=1283570 7149 1378 5238 872 74 63 2649 25 1350 213 14813 1949 2822 27 1956 365 213 26 27 218 467 35 27 21 44 32 46 77 33 23 leaf_count=1283570 7149 1378 5238 872 74 63 2649 25 1350 213 14813 1949 2822 27 1956 365 213 26 27 218 467 35 27 21 44 32 46 77 33 23 internal_value=2.62046e-06 -0.000406945 -0.000649026 -0.000401588 0.000625734 0.00181258 0.000608465 0.00327732 0.0040746 0.0043693 -0.000871018 -0.00104283 -0.0027284 -0.0041263 -0.00151825 0.00387837 0.00516958 0.00638131 0.00585087 -0.00109139 0.00758114 -0.000857165 0.00956228 0.0147941 0.0284925 0.0106527 0.0212765 0.00519122 0.0154875 0.00657267 internal_weight=1.3258e+06 42232 35083 29845 9362 6028 4098 1449 1375 1930 20483 19611 4798 2849 3334 1867 1467 1254 1228 245 983 400 770 280 65 215 73 142 65 490 internal_count=1325802 42232 35083 29845 9362 6028 4098 1449 1375 1930 20483 19611 4798 2849 3334 1867 1467 1254 1228 245 983 400 770 280 65 215 73 142 65 490 cat_boundaries=0 1 cat_threshold=7552 is_linear=0 shrinkage=0.05 Tree=311 num_leaves=31 num_cat=2 split_feature=65 12 136 61 135 31 67 36 20 33 52 35 32 41 28 127 75 94 65 93 123 82 35 56 91 136 62 32 35 125 split_gain=2.75438 8.50997 6.78537 9.75385 6.9633 6.77126 6.50865 9.27628 12.1932 9.90515 9.71139 9.41176 8.64625 9.10483 7.90416 6.69991 8.75079 6.19355 6.18169 6.09646 6.51963 5.76319 5.62839 5.61779 6.36653 5.54819 6.33232 5.50764 5.69996 5.50683 threshold=29.994999885559086 2.9650000333786015 0 0.79245632886886608 1024.549987792969 1001.9500122070314 12.734999656677248 12.050000190734865 7.4149999618530282 10.449999809265138 7.6749999523162851 14.84999990463257 12.34999990463257 0.94999998807907116 1017.0499877929689 0.83385404944419872 0.84151434898376476 0.46290451288223272 18.454999923706058 -0.4340702593326568 0.71322327852249157 305.28987121582037 12.250000000000002 321.66752624511724 -0.32178409397602076 1 0.35330013930797582 10.84999990463257 11.449999809265138 0.84335932135581981 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 1 2 2 2 2 left_child=6 2 3 4 -2 -3 -1 9 11 14 15 12 13 -9 -8 17 27 -11 25 20 29 -4 23 -18 -25 -14 -27 -17 -29 -13 right_child=1 5 21 -5 -6 -7 7 8 -10 10 -12 19 18 -15 -16 16 22 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=-2.1622031886290541e-05 -0.0031964170218039506 -0.0014075471924702571 -0.00089588808565341748 3.6684572127456789e-05 0.013500637754738804 0.00024663008874858814 0.0018626829944628901 0.0022218415454229199 0.00010106624027142169 -0.00031421098636474351 0.00017003074166327593 0.003938276449241585 -0.00081031413566685993 -0.0036700358724848789 -0.00013137428475516025 0.0031380262902135359 -0.0057065705975314568 -0.0033199660764162576 -0.00082652160967013803 0.0017895769815431074 -0.0066225580588046978 0.0011115404672652179 -7.2533890522959212e-05 -0.02235299229251167 0.0028827119054216331 0.0032360436098478962 0.00070496982644477259 -0.0049837116847244785 -9.2781852139962913e-05 0.0096521993428372241 leaf_weight=1075112 7047 6943 13724 4005 63 56779 7684 11881 58283 8342 13096 2048 3979 694 14068 571 1881 2157 8296 7165 124 4835 423 103 33 3253 10281 1096 1305 531 leaf_count=1075112 7047 6943 13724 4005 63 56779 7684 11881 58283 8342 13096 2048 3979 694 14068 571 1881 2157 8296 7165 124 4835 423 103 33 3253 10281 1096 1305 531 internal_value=2.48943e-06 -0.000259302 -0.000958703 -0.00193507 -0.00304847 6.63948e-05 2.23289e-05 0.000322735 0.000587775 -0.000233541 -0.000838383 0.00117567 0.000821597 0.00189668 0.000573036 -0.00166839 -0.00309745 -0.000931738 0.000297783 0.0025529 0.00457629 -0.000372711 -0.00531638 -0.00641611 -0.0162296 0.000830372 0.00131236 -0.00127571 -0.00232538 0.00511474 internal_weight=1.3258e+06 93396 29674 11115 7110 63722 1.23241e+06 157294 106535 50759 29007 48252 38384 12575 21752 15911 5412 10499 25809 9868 2703 18559 2440 2017 136 17513 13534 2972 2401 2579 internal_count=1325802 93396 29674 11115 7110 63722 1232406 157294 106535 50759 29007 48252 38384 12575 21752 15911 5412 10499 25809 9868 2703 18559 2440 2017 136 17513 13534 2972 2401 2579 cat_boundaries=0 1 2 cat_threshold=772 3202 is_linear=0 shrinkage=0.05 Tree=312 num_leaves=31 num_cat=3 split_feature=90 33 94 62 136 126 92 136 31 6 34 123 7 32 99 30 1 93 136 16 59 68 24 115 78 11 83 7 53 30 split_gain=2.66051 4.40377 4.43185 6.09106 6.63495 8.02355 4.91231 4.83715 5.00572 4.83857 4.44249 4.37524 4.5185 5.76695 4.51508 4.41703 4.2816 4.21989 4.18838 5.00999 7.78152 7.9213 4.32817 5.08154 4.22407 5.92439 5.36893 4.44384 4.04219 4.56844 threshold=1.0000000180025095e-35 11.84999990463257 -0.40899443626403803 0.28001652657985693 0 0.1650413200259209 -0.67419251799583424 1 1023.1499938964845 9.2500000000000018 12.050000190734865 0.2503704726696015 2.0499999523162846 15.34999990463257 -0.85054683685302723 1018.6499938964845 311.50000000000006 -0.6751628816127776 2 7.4149999618530282 279.56692504882818 314.07958984375006 339.50000000000006 -0.52247866988182057 35.495000839233406 12.949999809265138 322.93072509765631 12.650000095367433 0.57499998807907116 1013.2500000000001 decision_type=2 2 2 2 1 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 28 3 18 5 -5 -6 8 -4 -9 16 14 -13 -14 -8 -16 -7 -18 -3 20 22 -22 -20 -24 25 -21 -27 -26 -2 -30 right_child=1 2 7 4 6 10 11 9 -10 -11 -12 12 13 -15 15 -17 17 -19 19 24 21 -23 23 -25 27 26 -28 -29 29 -31 leaf_value=1.5212314194929788e-05 0.0029915076117745273 -0.0013767823669062259 -0.0039564119142602768 -0.0011191219013326668 -0.0010310722754746312 0.0011021713691729087 -0.0019316274104824512 -0.001478815589676116 0.010667800675146282 0.0036519251128790497 0.0012634274053061672 -0.011097421448212116 0.003701793882949278 0.031462822706353942 -0.0054609911564354107 -0.016838513010041287 0.033295134304752276 0.0065166068329874961 0.0075635781940073506 0.00076546150531166376 -0.0092814356034561507 0.016754174530635487 0.011701205760861437 -0.020153873089340427 -0.012917416850008915 0.019135034222909738 -0.002936742884084219 0.012451077629590319 -0.0026399184048900609 0.00085651664727020508 leaf_weight=1283570 1562 1245 2363 6305 9356 54 1135 2873 60 547 5677 40 125 22 1031 93 31 28 864 2748 155 36 21 31 97 84 41 21 1186 4401 leaf_count=1283570 1562 1245 2363 6305 9356 54 1135 2873 60 547 5677 40 125 22 1031 93 31 28 864 2748 155 36 21 31 97 84 41 21 1186 4401 internal_value=2.36466e-06 -0.000388118 -0.000618599 -0.000367386 -0.000708617 0.000114874 -0.00155133 -0.00187574 -0.0035795 -0.000656278 0.00145883 -0.00354769 0.00380219 0.00785651 -0.00415611 -0.00640237 0.0112755 0.0205867 0.0011588 0.00192778 0.00480616 -0.0043742 0.0067204 -0.00728932 0.000868909 0.00124971 0.0118955 -0.00840268 0.000742946 0.000114299 internal_weight=1.3258e+06 42232 35083 29240 23897 12095 11802 5843 2423 3420 5790 2446 187 147 2259 1124 113 59 5343 4098 1107 191 916 52 2991 2873 125 118 7149 5587 internal_count=1325802 42232 35083 29240 23897 12095 11802 5843 2423 3420 5790 2446 187 147 2259 1124 113 59 5343 4098 1107 191 916 52 2991 2873 125 118 7149 5587 cat_boundaries=0 1 2 3 cat_threshold=7584 4512 548 is_linear=0 shrinkage=0.05 Tree=313 num_leaves=31 num_cat=2 split_feature=8 106 93 65 12 0 33 67 36 22 33 52 127 35 28 136 20 93 86 136 95 18 20 35 34 6 78 31 127 35 split_gain=2.82356 7.29655 3.6729 3.34221 7.48325 5.81683 6.38814 5.36044 8.6016 11.2304 8.30319 8.91169 9.13141 8.8575 7.71657 6.3518 6.00704 6.00543 5.65881 5.64279 13.5774 6.45787 5.62501 8.06253 6.86553 6.16812 6.15369 5.30345 7.14485 5.29616 threshold=18.050000190734867 -0.57077512145042408 -0.87012585997581471 30.994999885559086 2.554999947547913 106.50000000000001 15.150000095367433 12.734999656677248 12.050000190734865 6.2249999046325692 10.550000190734865 5.9049999713897714 0.83385404944419872 11.750000000000002 1016.8500061035157 0 6.555000066757203 -0.38204734027385706 0.69062751531600963 1 0.15262678265571597 12.50999975204468 7.4349999427795419 14.84999990463257 12.84999990463257 7.7500000000000009 16.875000000000004 1013.3500061035157 0.98624804615974437 9.4499998092651385 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=3 2 -2 7 5 -5 -7 -1 10 17 14 12 -12 -14 19 -15 29 18 -10 20 21 -9 23 24 25 -11 -25 28 -22 -16 right_child=1 -3 -4 4 -6 6 -8 8 9 22 11 -13 13 15 16 -17 -18 -19 -20 -21 27 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-2.3630217652903952e-05 0.01385721134659099 3.0963270633773097e-05 0.0027118745835013353 0.00032707982469329589 -0.00013577030601792325 -0.0028932134915423588 0.0016616961589673311 0.014700907325707275 0.017273225704297783 0.0019706920347096648 -0.00080785826276214283 3.4412328067388029e-05 -0.0051687180524521261 -0.0051598202818378481 -0.0039095420537022902 0.0014589947488438722 0.00035230809209661789 0.0014637282108052013 0.0039796343201963947 0.0010779973432540021 -0.0011755836750404454 0.00072813436299753943 8.0844889314883074e-05 0.0030759305026712086 -0.00021303669673435467 -8.7870337786736283e-05 6.2415529275572105e-05 0.0041490032374961634 -0.024302117763137496 -0.00015697963974109678 leaf_weight=1068906 76 7772 2701 2849 75997 6347 876 364 83 10187 8812 14397 2997 518 1793 1148 11742 5992 2255 6559 343 107 59435 6010 16913 5661 2359 589 37 1977 leaf_count=1068906 76 7772 2701 2849 75997 6347 876 364 83 10187 8812 14397 2997 518 1793 1148 11742 5992 2255 6559 343 107 59435 6010 16913 5661 2359 589 37 1977 internal_value=2.2459e-06 0.000817003 0.0030169 -4.28887e-06 -0.000305498 -0.00158615 -0.0023408 1.68021e-05 0.000286449 0.000538059 -0.000246784 -0.000830544 -0.00175468 -0.00354397 0.000445256 -0.00062117 -0.000205219 0.00230233 0.00445156 0.00170668 0.00453131 0.0115266 0.000391921 0.000841442 0.00048762 0.00123536 0.0022265 0.00117787 -0.00342738 -0.00194169 internal_weight=1.3258e+06 10549 2777 1.31525e+06 86069 10072 7223 1.22918e+06 160278 108895 51383 27872 13475 4663 23511 1666 15512 8330 2338 7999 1440 471 100565 41130 32761 15848 8369 969 380 3770 internal_count=1325802 10549 2777 1315253 86069 10072 7223 1229184 160278 108895 51383 27872 13475 4663 23511 1666 15512 8330 2338 7999 1440 471 100565 41130 32761 15848 8369 969 380 3770 cat_boundaries=0 1 2 cat_threshold=4867 2321 is_linear=0 shrinkage=0.05 Tree=314 num_leaves=31 num_cat=2 split_feature=2 124 99 4 60 136 20 94 115 125 40 41 56 94 98 74 2 4 80 36 29 12 136 94 84 54 31 54 33 100 split_gain=2.63643 9.69992 14.8516 11.8993 9.93692 12.0966 7.74181 6.51824 6.39494 5.99182 5.33442 5.48621 4.8857 8.46003 4.95464 5.02107 4.99731 4.85572 6.39422 9.04213 7.43207 7.49267 6.13033 10.6251 15.4211 10.7026 9.93595 7.69263 6.33137 6.29242 threshold=251.50000000000003 0.33379416167736059 -0.37451648712158198 3.8500000238418584 0.62872460484504711 0 5.2950000762939462 -0.46012265980243677 -0.9366365075111388 -0.82409480214118946 8.3499999046325701 12.250000000000002 339.60906982421881 0.94278177618980419 -0.70166775584220875 0.3920856267213822 168.50000000000003 9.5500001907348651 318.90658569335943 19.849999427795414 1010.0499877929689 1.0649999976158144 1 0.30316577851772314 0.87189689278602611 2.4750000238418584 1016.4500122070314 0.81499999761581432 12.150000095367433 0.73953667283058178 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 12 3 6 5 7 -3 8 -5 -7 -10 -12 -1 14 15 16 -14 18 -2 20 -20 -22 -19 24 26 -26 29 -28 -27 -24 right_child=17 2 -4 4 -6 9 -8 -9 10 -11 11 -13 13 -15 -16 -17 -18 22 19 -21 21 -23 23 -25 25 28 27 -29 -30 -31 leaf_value=-1.6359497975757632e-05 -7.6602694781988746e-05 0.0049623203722425156 -3.0199967211850582e-05 0.022842236022994507 0.0007636874136449992 0.0084346801064777415 0.00034547245482377341 0.004632011926897793 0.007227425973356307 0.0021194114765701755 0.044888668619096281 0.0078541988739743839 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0.000513873 0.00151036 0.000334628 0.00316972 0.00126254 -0.000962032 0.00475903 internal_weight=1.3258e+06 550419 118923 54719 22327 12734 32392 1449 545 11285 443 40 431496 977 885 601 76 775383 640334 35244 34742 33715 135049 75600 19761 11566 8195 3725 6698 4470 internal_count=1325802 550419 118923 54719 22327 12734 32392 1449 545 11285 443 40 431496 977 885 601 76 775383 640334 35244 34742 33715 135049 75600 19761 11566 8195 3725 6698 4470 cat_boundaries=0 1 2 cat_threshold=772 4300 is_linear=0 shrinkage=0.05 Tree=315 num_leaves=31 num_cat=2 split_feature=16 116 80 54 28 135 12 136 14 32 39 52 98 56 83 136 70 93 61 7 7 54 32 0 79 28 10 92 7 35 split_gain=2.92906 7.15827 7.97518 7.11776 8.16444 8.10131 7.87273 10.9405 9.53081 10.4856 8.04791 7.79013 10.2459 8.48303 11.3719 11.6964 11.1441 10.0342 10.5778 8.04736 7.81451 8.22408 11.8353 11.4047 11.1833 10.2322 8.56455 8.15923 7.7761 7.73276 threshold=12.50999975204468 0.737249255180359 323.95382690429693 3.0049999952316289 1021.7500000000001 1022.4500122070314 2.3149999380111699 0 2.2849999666213994 12.449999809265138 13.050000190734865 2.2649999856948857 -0.69763880968093861 281.06625366210943 310.16224670410162 1 206.59159088134768 -0.033235529437661164 0.39677925407886511 11.250000000000002 2.7500000000000004 1.044999957084656 11.150000095367433 6.5000000000000009 4.555000066757203 1015.3500061035157 17.050000190734867 0.34202374517917639 0.25000000745058065 13.650000095367433 decision_type=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 2 left_child=3 2 -2 11 5 6 7 -5 -8 10 -10 13 -13 14 -1 16 -16 19 -19 -15 27 22 -22 24 25 -24 -26 28 -17 -9 right_child=1 -3 -4 4 -6 -7 8 29 9 -11 -12 12 -14 17 15 20 -18 18 -20 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-3.9256073941742796e-05 9.2169491085278499e-05 0.0010603301207127356 -0.001318473563607621 0.0010299937898908449 0.00054725228004011493 0.0039594446819260325 0.0014505989406304 -0.0013108492158850919 9.0672822960186497e-06 -0.0010227737505861443 0.0023004919504725939 0.0010607251149634736 -0.00057327044515353878 -0.00010276291297632952 -0.003820423683841688 0.0032545750137813441 0.0030668943401518855 -0.0024751304491228317 -0.00017153996229199312 0.0041582150368801463 -0.00045331941685349637 -0.00014231868807373926 -0.0034463608251826374 0.0036642415244686867 -0.0028460581739381818 0.034083033132455531 0.016926498503603959 -0.0068545861873701083 -0.0012481691949678226 -0.00040964234968434029 leaf_weight=479622 498563 18683 10225 8086 24169 1043 9229 50353 28381 26216 4430 36630 12998 11098 637 1141 7533 11596 8739 1231 4173 11055 32 6923 1398 42 57 549 6006 45142 leaf_count=479622 498563 18683 10225 8086 24169 1043 9229 50353 28381 26216 4430 36630 12998 11098 637 1141 7533 11596 8739 1231 4173 11055 32 6923 1398 42 57 549 6006 45142 internal_value=7.68282e-06 9.91165e-05 6.38201e-05 -5.27155e-05 -0.000313522 -0.00043386 -0.000460526 -0.000735255 -4.36144e-05 -0.000277238 0.000318446 3.27293e-05 0.000632768 -2.12341e-05 2.79385e-05 0.000842888 0.00252681 -0.000802792 -0.00148516 0.000322678 0.000403477 0.000853452 0.00172539 0.00280108 -0.00110711 0.0178541 -0.00207146 -0.000980536 -0.000529318 -0.000884742 internal_weight=1.32598e+06 527471 508788 798509 197049 172880 171837 103581 68256 59027 32811 601460 49628 551832 519168 39546 8170 32664 20335 12329 31376 23680 12625 8452 1529 74 1455 7696 7147 95495 internal_count=1325980 527471 508788 798509 197049 172880 171837 103581 68256 59027 32811 601460 49628 551832 519168 39546 8170 32664 20335 12329 31376 23680 12625 8452 1529 74 1455 7696 7147 95495 cat_boundaries=0 1 2 cat_threshold=6144 1027 is_linear=0 shrinkage=0.05 Tree=316 num_leaves=31 num_cat=2 split_feature=93 61 94 136 127 32 92 60 94 121 86 122 52 31 16 23 135 23 53 39 12 97 75 91 2 110 120 136 93 53 split_gain=2.83826 9.68998 9.41641 8.47076 9.96762 8.72329 7.95026 9.98888 7.62907 7.3048 7.26522 7.06246 6.76986 6.76823 6.70544 7.66443 6.18638 7.1637 5.9458 5.88272 5.75761 5.52173 5.79178 6.39018 5.64175 5.49806 5.76553 5.48558 5.42006 7.82861 threshold=-0.6111149489879607 0.33001349866390234 -0.56388694047927845 0 0.14780378341674807 19.050000190734867 -0.798629730939865 0.26180382072925573 -0.40899443626403803 -0.71322327852249134 0.63624775409698497 -0.64942333102226246 1.6549999713897707 1022.9500122070314 10.405000209808351 5.7650001049041757 1017.2500000000001 6.9849998950958261 0.38499999046325689 10.34999990463257 3.4250000715255742 -0.9658156931400298 0.42047826945781713 -0.98372763395309437 350.50000000000006 0.78615447878837597 -0.63605400919914235 1 -0.8452012538909911 1.2150000333786013 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 1 2 2 left_child=1 3 9 4 -1 10 7 13 12 -3 -6 -5 -9 27 15 18 -17 -18 19 -11 -12 22 -10 -24 -25 -20 -27 -2 29 -4 right_child=6 2 28 11 5 -7 -8 8 21 14 20 -13 -14 -15 -16 16 17 -19 25 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=0.00020787509248491461 0.0026318949863304263 -0.00037987508749474339 0.00063237170026948807 -0.0010995931016746111 -0.0032071502216000991 0.013846066552004634 -9.390593118908519e-07 0.00082500727556349531 0.005376637853634886 -0.007479338210508963 0.0022985473828097281 0.00077427047642411443 -0.0012849537160554811 0.011530650889972686 0.00090634832925104956 -0.00048588880144294073 -0.00045547538700056413 0.011425940923781807 0.00047014244906357978 0.0078802965658989321 0.015667812011411621 -0.0029485509022147988 0.0043843241172643972 -0.0033199226659818152 0.017595414130835596 0.013069763237219907 0.0027115891675965117 -0.00067530740148252614 -0.00017647123261085637 -0.0021784799838761612 leaf_weight=9692 2367 39490 3223 7867 608 161 1094100 5844 395 71 13931 13935 10878 154 40674 31130 273 237 10575 511 81 7567 389 1404 33 155 1008 2650 15873 10704 leaf_count=9692 2367 39490 3223 7867 608 161 1094100 5844 395 71 13931 13935 10878 154 40674 31130 273 237 10575 511 81 7567 389 1404 33 155 1008 2650 15873 10704 internal_value=7.29907e-06 0.000180769 -9.96182e-06 0.000815194 0.00145342 0.00227112 -2.35493e-05 -0.000804391 -0.0011965 0.000181658 0.00214365 9.80635e-05 -0.000547565 0.00120584 0.000443667 1.55718e-05 -0.000396401 0.00506589 0.00107359 0.00600653 0.00237583 -0.00230516 -0.000113124 -0.00130067 -0.00283961 0.000829004 0.00409209 0.000888917 -0.000808102 -0.00152799 internal_weight=1.32598e+06 200199 153924 46275 24473 14781 1.12578e+06 31681 26510 124124 14620 21802 16722 5171 84634 43960 31640 510 12320 582 14012 9788 2221 1826 1437 11738 1163 5017 29800 13927 internal_count=1325980 200199 153924 46275 24473 14781 1125781 31681 26510 124124 14620 21802 16722 5171 84634 43960 31640 510 12320 582 14012 9788 2221 1826 1437 11738 1163 5017 29800 13927 cat_boundaries=0 1 2 cat_threshold=3522 3651 is_linear=0 shrinkage=0.05 Tree=317 num_leaves=31 num_cat=2 split_feature=74 62 62 5 33 38 72 123 136 63 55 136 37 23 63 12 17 83 77 60 39 113 93 89 70 58 71 55 109 56 split_gain=2.67677 2.87091 3.46364 4.3236 2.9937 3.88756 3.27904 3.30272 3.08158 2.81871 5.50511 4.28273 8.14286 5.24948 5.08173 5.42884 6.16545 6.87468 5.1043 5.20528 4.24517 3.9781 3.65852 3.64083 3.53641 3.5162 3.45189 3.51386 3.61726 3.35523 threshold=0.93780469894409191 0.8385501801967622 0.42757284641265875 8.8499999046325701 11.750000000000002 11.250000000000002 0.84682565927505504 0.74892720580101024 0 0.8352344036102296 18.025000572204593 1 10.34999990463257 8.3649997711181658 0.69283708930015575 2.2050000429153447 15.405000209808351 272.34443664550787 8.7349996566772479 0.57453939318656932 17.550000190734867 -0.71322327852249134 0.70584622025489818 0.14773998409509662 299.03657531738287 226.88992309570315 313.87857055664068 41.364999771118171 -0.674312263727188 280.74697875976568 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 2 2 2 left_child=9 2 3 -2 6 -6 -4 -8 -7 10 -1 12 -12 -14 15 16 17 24 19 22 23 -15 -19 -17 -13 -23 27 28 -11 -16 right_child=1 -3 4 -5 5 8 7 -9 -10 26 11 14 13 21 29 20 -18 18 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=2.8376598870211573e-05 -0.001925176315875005 -7.7438322680292574e-05 -0.013751710333268753 0.012449898038826445 -0.022126486543565988 0.0001020352895493025 -0.00038601368445041881 0.016547465732631585 -0.0052878814727722609 -0.0018603184252452274 0.00091456360967524873 0.0012023044029906044 -0.00071600234623379368 -0.0021652959605184437 0.00084050098409414883 -0.00011714578503722742 0.00029725191842340211 -0.0053875971420444023 -0.00044826217802009855 -0.0024682164078747024 -0.0034361561198297309 0.0087323104162820644 -0.014326289227446082 0.01702998382294731 -0.0071422154454869498 -0.0088369841256311973 0.0020477391717029919 -0.00012315653877148272 0.0008758259321327886 -9.9361656435890223e-05 leaf_weight=1161207 136 3100 44 85 30 363 717 30 1047 1279 4682 1467 10894 7221 12685 22256 2977 1855 1277 2381 992 31 122 31 139 350 2902 26172 21738 37770 leaf_count=1161207 136 3100 44 85 30 363 717 30 1047 1279 4682 1467 10894 7221 12685 22256 2977 1855 1277 2381 992 31 122 31 139 350 2902 26172 21738 37770 internal_value=6.93485e-06 -0.00108863 -0.00236706 0.0036037 -0.00295852 -0.00431599 -0.000487261 0.000294046 -0.00393704 1.15414e-05 -3.26339e-06 -0.000346217 -0.000947731 -0.00141966 -0.000180012 -0.000657464 -0.00161823 -0.00240575 -0.00322823 -0.00404282 -0.000235746 -0.00242802 -0.0059392 -9.32951e-05 0.000480083 -0.00740746 0.000372015 0.000273153 0.000723785 0.000136931 internal_weight=1.32598e+06 5552 2452 221 2231 1440 791 747 1410 1.32043e+06 1.26834e+06 107130 23178 18496 83952 33497 10218 7241 5635 4358 23279 7602 1977 22287 1606 381 52091 49189 23017 50455 internal_count=1325980 5552 2452 221 2231 1440 791 747 1410 1320428 1268337 107130 23178 18496 83952 33497 10218 7241 5635 4358 23279 7602 1977 22287 1606 381 52091 49189 23017 50455 cat_boundaries=0 1 2 cat_threshold=2128 644 is_linear=0 shrinkage=0.05 Tree=318 num_leaves=31 num_cat=2 split_feature=16 116 93 56 117 57 24 136 54 56 60 12 53 68 17 17 117 93 94 52 70 93 56 76 7 136 28 86 7 52 split_gain=2.64651 6.54901 18.0845 7.55018 7.28429 9.54 7.4551 6.44453 6.24112 7.19365 13.0463 11.2476 9.85584 14.0886 8.15734 10.6648 9.28228 9.64831 7.24776 7.15988 9.16807 6.9318 6.47753 6.81208 13.704 7.94789 10.4155 11.2071 8.48931 11.444 threshold=12.50999975204468 0.53727915883064281 0.081975590437650694 291.78356933593756 -0.74892720580101002 279.11296081542974 284.50000000000006 0 3.2549999952316289 268.00473022460943 0.31509949266910559 2.7250000238418584 8.4349999427795428 273.05375671386724 11.120000362396242 13.344999790191652 0.62249094247818004 0.46158510446548467 -0.69788646697998036 3.8549998998641972 257.56816101074224 -0.63356626033782948 297.96925354003912 13.605000019073488 0.65000000596046459 1 1012.9500122070314 0.90993255376815807 10.34999990463257 1.185000002384186 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 1 2 2 2 2 left_child=8 3 7 -2 -5 -6 -7 -3 19 11 -11 12 21 -14 18 16 -16 -18 -12 22 -21 -10 23 -1 -25 26 -26 -28 -27 -30 right_child=1 2 -4 4 5 6 -8 -9 9 10 14 -13 13 -15 15 -17 17 -19 -20 20 -22 -23 -24 24 25 28 27 -29 29 -31 leaf_value=-2.6471833242615579e-05 8.2440358690840542e-05 -3.2383506425074048e-05 0.00033321275462439492 -0.0069315739304990414 0.0015832427071602398 -0.0028637822465977392 -0.00058021889066514197 0.0047956912761690429 -9.9674021815451025e-05 -0.0027704212421077903 -0.0031170552629690637 0.00090489034246723533 0.00035089321140105309 -0.0031852146661216401 -0.00012139793417154865 0.0012760683472048742 -0.0041007193298114517 -0.00094053124330276735 0.00083052910102118663 -0.00083016847597200622 0.0018359295186761316 -0.0011537734842088606 -0.0008157427607689287 0.0036593655066458879 0.0052542750154433273 -0.00027112088690723875 0.001799677434108897 -0.0054553945745782267 0.0025857320084470411 -0.0002471873805543329 leaf_weight=514390 403574 892 79340 454 4587 4033 31411 3180 33627 4120 1203 10381 4077 9113 36147 9560 3094 11010 34740 4510 11313 29087 23470 3326 1804 35126 3524 627 7161 7099 leaf_count=514390 403574 892 79340 454 4587 4033 31411 3180 33627 4120 1203 10381 4077 9113 36147 9560 3094 11010 34740 4510 11313 29087 23470 3326 1804 35126 3524 627 7161 7099 internal_value=6.58616e-06 9.34979e-05 0.000500002 1.71403e-05 -0.000633802 -0.000562378 -0.000840054 0.00374977 -5.08251e-05 -0.000304349 -1.54515e-05 -0.000638745 -0.000849861 -0.00209221 0.000103086 -0.000254666 -0.000545881 -0.00163378 0.000698405 2.62481e-05 0.00107602 -0.00058857 -1.59722e-06 3.17468e-05 0.000542205 0.000354863 0.00207883 0.000703814 0.000146535 0.00117543 internal_weight=1.32598e+06 527471 83412 444059 40485 40031 35444 4072 798509 186159 99874 86285 75904 13190 95754 59811 50251 14104 35943 612350 15823 62714 596527 573057 58667 55341 5955 4151 49386 14260 internal_count=1325980 527471 83412 444059 40485 40031 35444 4072 798509 186159 99874 86285 75904 13190 95754 59811 50251 14104 35943 612350 15823 62714 596527 573057 58667 55341 5955 4151 49386 14260 cat_boundaries=0 1 2 cat_threshold=2084 1026 is_linear=0 shrinkage=0.05 Tree=319 num_leaves=31 num_cat=3 split_feature=93 61 92 60 53 94 92 60 94 74 30 136 16 34 52 17 64 61 34 79 136 95 29 95 31 136 110 104 31 134 split_gain=2.53947 8.7998 8.58219 8.09332 7.69109 9.39468 7.15087 8.90988 6.92361 6.86703 6.35054 6.49172 6.2711 6.17325 5.99701 5.79401 7.10278 5.53366 5.51956 6.40149 7.584 9.67185 8.62469 6.18461 8.10363 8.01642 9.73271 9.82373 8.97104 6.19475 threshold=-0.6111149489879607 0.28358444571495062 -0.3316215425729751 0.43359622359275823 0.54500001668930065 0.19888874888420108 -0.798629730939865 0.26180382072925573 -0.40899443626403803 0.70075356960296642 1016.4500122070314 0 10.405000209808351 10.150000095367433 1.6549999713897707 6.9049999713897714 3.0149999856948857 0.67189335823059093 12.750000000000002 1.4550000429153445 1 -0.06961446255445479 1020.5499877929689 -0.67250570654869068 1014.7500000000001 2 0.90116047859191906 -0.92792570590972889 1018.3500061035157 1016.5499877929689 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 left_child=1 -1 15 4 9 13 7 10 14 -4 11 12 -2 -6 -9 16 -3 -7 23 20 22 -22 -20 24 29 -26 27 28 -27 -17 right_child=6 2 3 -5 5 17 -8 8 -10 -11 -12 -13 -14 -15 -16 18 -18 -19 19 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.001090526481561614 0.00087305709756105949 0.00068630953187923951 0.0031008354199900767 0.001099205890830252 -0.0054292271211932698 -0.0039718349590275826 -1.477440263031504e-06 0.00077626376820302367 -0.0021899528127697753 -0.0026030171905671632 0.0036487505608477733 -0.0023425942910435234 0.0097552996440349558 -0.00087086098941148427 -0.0012096116386379457 -1.6927457886643348e-05 0.0039082592525870727 -0.019847149029374123 0.0036525357769996263 -0.00023473181982928775 0.0011867800982869421 -0.0042539784848845425 0.022850439745596932 -0.0002650063753365853 0.00057090586056005629 0.0033460692167347761 0.013464974613493597 0.0018171626083484053 0.011976129315409607 0.0067288381922162846 leaf_weight=22997 1595 9805 1701 4404 787 2774 1094100 5844 9788 765 1691 1658 227 13206 10878 13701 2072 56 1429 89721 6610 932 61 14562 6654 789 214 6123 487 349 leaf_count=22997 1595 9805 1701 4404 787 2774 1094100 5844 9788 765 1691 1658 227 13206 10878 13701 2072 56 1429 89721 6610 932 61 14562 6654 789 214 6123 487 349 internal_value=6.25864e-06 0.000170344 5.0924e-05 -0.000834786 -0.00127635 -0.0016586 -2.29208e-05 -0.000763466 -0.0011338 0.00133139 0.00113509 -8.63414e-05 0.00196888 -0.00112723 -0.000515588 0.000187627 0.00124839 -0.00428598 9.86729e-05 -0.000107006 0.00116179 0.000513759 0.0044089 0.000572363 0.00100298 0.00184236 0.00294902 0.00264886 0.00663983 0.000150636 internal_weight=1.32598e+06 200199 177202 23693 19289 16823 1.12578e+06 31681 26510 2466 5171 3480 1822 13993 16722 153509 11877 2830 141632 98753 9032 7542 1490 42879 28317 14267 7613 7399 1276 14050 internal_count=1325980 200199 177202 23693 19289 16823 1125781 31681 26510 2466 5171 3480 1822 13993 16722 153509 11877 2830 141632 98753 9032 7542 1490 42879 28317 14267 7613 7399 1276 14050 cat_boundaries=0 1 2 3 cat_threshold=3603 3584 2276 is_linear=0 shrinkage=0.05 Tree=320 num_leaves=31 num_cat=2 split_feature=104 136 84 0 122 54 110 72 120 95 67 79 136 43 32 77 120 60 93 83 56 6 125 122 16 57 31 127 56 25 split_gain=2.8067 7.90788 12.3033 9.12827 8.16634 7.22515 10.2046 10.0324 7.58042 6.3871 6.62933 6.38298 6.35021 6.32536 6.85855 5.50979 7.7982 5.39399 5.31546 4.97027 4.90199 4.76589 4.74942 4.89253 4.73279 4.69354 4.88272 6.96936 7.11224 4.57343 threshold=-0.98557367920875538 0 0.81256017088890087 228.50000000000003 -0.94260558485984791 0.064999999478459372 0.024042533710598949 0.43916906416416174 -0.79332312941551197 0.55766871571540844 0.33500000834465032 10.135000228881838 1 10.150000095367433 14.550000190734865 4.9149999618530282 0.18222858756780627 0.50516617298126232 0.052094941958785064 272.34443664550787 148.626579284668 3.8500000238418584 0.19936034083366397 -0.99809679388999928 8.0099999904632586 240.76595306396487 1016.0499877929689 -0.95878320932388295 194.73484802246097 278.50000000000006 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 4 3 -3 9 6 7 8 -6 21 11 29 -4 14 24 16 -10 -16 19 -15 22 -1 23 -12 -7 26 -14 -28 -29 -11 right_child=-2 2 12 -5 5 13 -8 -9 15 10 20 -13 25 18 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.00035373316095823801 -1.8201227135558199e-05 -0.0004062086582458648 0.00079432538395516413 0.0017193927109934977 0.020962663422423332 0.0024926145016436834 -0.0006124579439655089 0.0037223753777667085 -0.0076890204101800926 0.00053653269111482286 -0.034855097285745776 0.014670096453505033 0.0046503163086851233 0.00091240768043588196 -0.0022339021345497206 -0.01090478333644569 0.031603453321648496 0.00011896565145272931 -0.0015599525909238956 0.0033796464963151193 -0.0048936886386263413 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22031 3218 862 346 299 561 internal_count=1325902 93068 25744 20788 67324 48215 2730 1525 256 19109 1532 627 4956 45485 32137 91 51 10106 13348 11694 905 17577 180 142 22031 3218 862 346 299 561 cat_boundaries=0 1 2 cat_threshold=2272 4099 is_linear=0 shrinkage=0.05 Tree=321 num_leaves=31 num_cat=2 split_feature=108 84 136 9 36 36 52 65 19 69 96 28 52 84 55 117 71 16 115 57 75 52 101 136 31 106 52 32 0 95 split_gain=2.78095 6.94113 6.99937 6.35487 5.54069 8.5435 8.03679 8.34213 7.1449 7.49505 6.68533 5.52524 8.38421 5.31273 5.2842 5.75476 5.06143 4.92124 4.57074 4.31346 4.30431 4.23686 4.23954 7.37509 4.43957 4.23009 4.15426 3.90282 3.89333 3.76261 threshold=-0.74641335010528553 0.87479326128959667 0 16.750000000000004 13.949999809265138 18.849999427795414 1.3049999475479128 4.5850000381469735 12.50999975204468 302.62374877929693 -0.97268944978713978 1008.3500061035157 22.275000572204593 0.79267975687980663 0.69499999284744274 -0.53727915883064259 307.32141113281256 13.344999790191652 -0.64942333102226246 299.57781982421881 0.32348178327083593 17.615000724792484 0.20502845942974093 1 1014.0499877929689 0.18255661427974704 3.9050000905990605 13.650000095367433 145.50000000000003 -0.65081489086151112 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 3 25 4 8 6 10 13 14 21 -6 12 29 -8 15 -1 -13 -11 19 26 -16 22 -10 -24 -25 -3 -4 -12 -27 -9 right_child=-2 2 18 -5 5 -7 7 11 9 17 27 16 -14 -15 20 -17 -18 -19 -20 -21 -22 -23 23 24 -26 28 -28 -29 -30 -31 leaf_value=0.0092084761229314239 1.3214170515459661e-05 0.0002019438261841866 -0.010858183641216037 0.0022649902771723954 -0.012601723644738308 -0.0054791070772697049 0.0029734443984729872 0.0017527529250081577 -0.0017933169259342658 -0.01358611290755851 0.010978131251946344 0.0011198319799335453 0.0017538021861242298 0.0090951592345684777 -0.010107739387207073 -0.00038775900401145642 0.012822215445094596 -0.0018643045233599595 -0.0010490772359195038 -0.025283256684985735 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10398 9782 4058 1152 587 458 981 521 63 392 internal_count=1325902 32712 1963 30749 28460 7284 6767 6078 21176 10153 689 4283 814 1795 11023 625 3469 371 1505 1012 10398 9782 4058 1152 587 458 981 521 63 392 cat_boundaries=0 1 2 cat_threshold=133 196 is_linear=0 shrinkage=0.05 Tree=322 num_leaves=31 num_cat=1 split_feature=65 12 53 12 15 31 31 111 62 108 135 13 37 54 84 32 69 9 136 32 15 92 68 63 55 12 67 64 124 15 split_gain=2.75927 8.73119 5.29813 4.7809 6.80838 5.95838 5.23736 4.83556 4.53798 4.18826 7.4425 8.85886 8.3779 7.44655 7.15486 7.11641 8.73455 6.21386 6.01332 6.18468 6.16158 5.43336 5.28868 5.05231 6.79817 5.24161 7.27843 5.24003 6.20179 6.17785 threshold=33.254999160766609 2.5149999856948857 1.1150000095367434 3.7549999952316289 3.435000061988831 1001.9500122070314 1.0000000180025095e-35 0.98299360275268566 0.76953694224357616 -0.74641335010528553 1015.4500122070314 1.8350000381469729 13.050000190734865 1.6950000524520876 0.87479326128959667 17.550000190734867 252.36200714111331 16.750000000000004 0 15.449999809265138 1.6449999809265139 0.11040112748742105 312.02021789550787 0.6619645655155183 11.164999961853029 1.7050000429153445 1.1950000524520876 16.125000000000004 -0.47714059054851526 2.1950000524520878 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=9 8 -3 4 -4 6 -5 -6 -2 10 12 -12 13 -1 17 16 -14 -15 19 22 21 -21 -18 24 27 -26 -27 -11 -29 -30 right_child=1 2 3 5 7 -7 -8 -9 -10 23 11 -13 15 14 -16 -17 18 -19 -20 20 -22 -23 -24 -25 25 26 -28 28 29 -31 leaf_value=0.0014662240583233018 -0.0030097532167368693 0.0041400808667685154 2.1946226793456542e-05 -0.00010100722950595174 -0.0010845338165430816 0.00064231134710714751 -0.0041265118036546986 -0.0056024091982344038 -0.00013922865853058496 1.1298475800457699e-07 -0.014903105475301019 -0.0017700527665859209 0.0031804682626153484 -0.0016612357579581566 -0.0057185924549534905 -0.0037304544097226801 -0.00030471337427126184 0.0030003900438611052 0.0013042499598809446 -0.01430966034522534 -0.00029336035919259304 -0.000149885061925844 -0.022986867450750792 0.00031076980467259962 -0.0015157262581374882 -0.0076734766517442213 -0.00022542899514899916 -0.00096616325626249682 0.001672147741822366 0.00030437221652646106 leaf_weight=2164 4231 719 26320 2206 17512 23303 1275 613 2041 988720 195 376 3098 10909 1022 868 2221 765 3610 257 250 92 26 144360 11506 331 36363 5591 13366 21592 leaf_count=2164 4231 719 26320 2206 17512 23303 1275 613 2041 988720 195 376 3098 10909 1022 868 2221 765 3610 257 250 92 26 144360 11506 331 36363 5591 13366 21592 internal_value=1.61202e-06 -0.000286462 -0.000130492 -0.0001736 -0.000491597 0.000354079 -0.00157545 -0.00123733 -0.00207564 1.9672e-05 -0.000610102 -0.00625507 -0.000482609 -0.00124486 -0.00170696 0.000604232 0.000998047 -0.00135576 -4.92185e-05 -0.0017644 -0.006285 -0.010577 -0.000567168 3.29976e-05 -4.21851e-06 -0.000584588 -0.000292614 2.29598e-05 0.000580042 0.000827334 internal_weight=1.3259e+06 78220 71948 71229 44445 26784 3481 18125 6272 1.24768e+06 25853 571 25282 14860 12696 10422 9554 11674 6456 2846 599 349 2247 1.22183e+06 1.07747e+06 48200 36694 1.02927e+06 40549 34958 internal_count=1325902 78220 71948 71229 44445 26784 3481 18125 6272 1247682 25853 571 25282 14860 12696 10422 9554 11674 6456 2846 599 349 2247 1221829 1077469 48200 36694 1029269 40549 34958 cat_boundaries=0 1 cat_threshold=2449 is_linear=0 shrinkage=0.05 Tree=323 num_leaves=31 num_cat=1 split_feature=88 16 71 10 26 54 92 66 38 89 38 73 14 94 78 54 52 1 93 53 63 81 13 78 95 36 136 63 65 92 split_gain=2.51203 5.31979 9.59332 11.0355 8.47738 6.89272 6.36203 6.0773 5.5928 6.17876 7.23089 6.78287 5.30401 5.29866 5.54329 5.07913 4.94718 5.13478 4.80572 4.77599 4.69627 5.87533 4.60493 6.65703 6.1195 4.95742 4.60137 4.82093 5.86375 4.41154 threshold=1.0000000180025095e-35 7.4149999618530282 230.66574859619143 2.6499999761581425 335.50000000000006 0.22500000149011615 0.43692240118980413 1.0649999976158144 10.150000095367433 -0.961277276277542 13.34999990463257 0.34437644481658941 3.6350001096725468 0.031543383374810226 1.0950000286102297 0.98500001430511486 1.9249999523162844 202.50000000000003 -0.73462030291557301 0.61500000953674328 0.36145389080047613 310.60975646972662 3.0149999856948857 13.784999847412111 -0.088294569402933107 16.349999427795414 0 0.39515255391597753 1.935000002384186 0.40684890747070318 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=-1 2 4 5 -2 -4 12 -7 -9 -10 19 -12 16 15 -15 -8 17 -3 26 -11 -21 -22 23 24 -16 -26 27 28 -5 -19 right_child=1 6 3 18 -6 7 13 8 9 10 11 -13 -14 14 22 -17 -18 29 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=1.4030530087174445e-05 -0.0032315088272580231 -0.0010344068171770295 0.016316388461476306 0.0036307443388244954 0.013616932300516429 -0.0013703323663726077 0.0026669794445844984 0.033559078914113347 -0.0066094170250978919 0.017346386973642641 0.03072721596496801 0.010238844945515489 0.012197967331452543 -0.016062027637874992 -0.0080412856469813162 -0.0027848162582640901 -0.00095332373749678224 0.001112623781398871 -0.00050311738724071549 -0.0099816919208261315 -0.0079573512270018978 0.023603771800796192 0.0010874370957584414 -0.0080750216973844071 0.0055300125774749437 -0.012469162618402731 0.000682504563187769 -0.00024881901735509821 0.013079464747723972 0.019437141829367843 leaf_weight=1283568 1743 4067 149 412 78 281 684 20 76 36 48 255 83 99 190 1138 18787 6977 3357 92 29 30 365 816 293 44 1584 295 273 33 leaf_count=1283568 1743 4067 149 412 78 281 684 20 76 36 48 255 83 99 190 1138 18787 6977 3357 92 29 30 365 816 293 44 1584 295 273 33 internal_value=1.53192e-06 -0.000377426 0.000720024 0.00156788 -0.00250983 0.00638215 -0.000663686 0.00467488 0.00757369 0.00665548 0.00871289 0.0134845 -0.000424096 -0.00264082 -0.00455929 -0.000738149 -0.000459176 0.000378918 0.000741785 0.000981306 -0.0029203 0.00809068 -0.00389256 -0.00524602 -0.000865643 0.00317997 0.00237171 0.00504359 0.00739644 0.00119889 internal_weight=1.3259e+06 42334 8758 6937 1821 1016 33576 867 586 566 490 303 29947 3629 1807 1822 29864 11077 5921 187 151 59 1708 1343 527 337 2564 980 685 7010 internal_count=1325902 42334 8758 6937 1821 1016 33576 867 586 566 490 303 29947 3629 1807 1822 29864 11077 5921 187 151 59 1708 1343 527 337 2564 980 685 7010 cat_boundaries=0 1 cat_threshold=6422 is_linear=0 shrinkage=0.05 Tree=324 num_leaves=31 num_cat=2 split_feature=65 53 35 42 52 106 32 15 35 136 39 112 83 87 32 36 121 66 29 125 98 136 52 40 80 52 69 33 31 38 split_gain=2.52679 4.51916 5.87037 5.39766 4.74956 7.68377 6.07017 5.81755 5.32405 5.57431 5.19205 5.0769 6.57997 4.95284 4.93405 5.35665 4.86751 5.28771 5.34185 4.66032 4.61874 4.2857 4.25307 4.22066 5.93755 4.99827 4.13614 5.85988 6.46731 6.25458 threshold=30.994999885559086 1.1449999809265139 7.7500000000000009 10.750000000000002 34.585000991821296 -0.74015825986862172 9.9499998092651385 2.7150000333786015 9.3499999046325701 0 11.449999809265138 -0.9099266231060027 307.06930541992193 0.9128212332725526 11.449999809265138 12.949999809265138 0.23343648016452792 54.155000686645515 1017.0499877929689 0.88697704672813427 -0.84261074662208546 1 4.9649999141693124 0.94999998807907116 280.49795532226568 17.615000724792484 322.84254455566412 16.650000572204593 1011.6499938964845 11.949999809265138 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 2 -2 21 5 6 23 10 13 20 -8 -9 14 -7 15 -13 -16 -18 -19 -14 -10 -4 -15 -3 -25 -26 -11 28 29 -28 right_child=1 4 3 -5 -6 8 7 11 9 26 -12 12 19 22 16 -17 17 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=1.9886008728888169e-05 -0.020927639171481133 0.00075153120531808951 -0.0026659696363240896 0.021838505042549701 9.7522160400782655e-05 -0.0020526239544400374 -0.0037541810606017932 -0.00078356611954643609 -0.0026275552313357515 0.00048424515094770893 3.6834047086544807e-05 -0.0025226887040128835 -0.001974588883060951 -0.03000684260080258 -0.0041284039244988578 0.0065931622242149865 -0.0062447699260110186 -0.02611527901492082 -0.0054080790100509632 0.0025355844371292915 0.0040054391275634628 0.0047948463727587537 -0.0031541478077495664 0.00342977273799479 -0.016531444344455231 -0.00022864694272478424 -0.011570620883028699 -0.017621205665636807 5.7699636687941258e-05 -0.0018571371508415318 leaf_weight=1237660 25 4819 256 39 40773 1576 1036 4749 313 12188 7044 1800 2847 30 3719 177 343 80 51 717 1625 726 29 125 126 75 262 56 2185 451 leaf_count=1237660 25 4819 256 39 40773 1576 1036 4749 313 12188 7044 1800 2847 30 3719 177 343 80 51 717 1625 726 29 125 126 75 262 56 2185 451 internal_value=1.45558e-06 -0.000257045 0.00300991 0.00359604 -0.000296235 -0.00064207 -0.00117074 -0.00152413 0.000140636 0.000401558 -0.000449242 -0.00212381 -0.00277769 -0.00258508 -0.0037657 -0.00170655 -0.00473659 -0.00950842 -0.0180537 -0.00106724 0.0029191 0.00287155 -0.0168081 0.000379055 -0.00512696 -0.0104483 7.73624e-05 -0.00160115 -0.00129158 -0.00542647 internal_weight=1.3259e+06 88242 1046 1021 87196 46423 27708 22563 18715 17080 8080 14483 9734 1635 6170 1977 4193 474 131 3564 1938 982 59 5145 326 201 15142 2954 2898 713 internal_count=1325902 88242 1046 1021 87196 46423 27708 22563 18715 17080 8080 14483 9734 1635 6170 1977 4193 474 131 3564 1938 982 59 5145 326 201 15142 2954 2898 713 cat_boundaries=0 1 2 cat_threshold=4101 18 is_linear=0 shrinkage=0.05 Tree=325 num_leaves=31 num_cat=1 split_feature=25 66 83 112 112 91 102 38 88 32 99 89 61 59 95 55 26 136 31 8 107 94 34 25 91 114 67 8 69 92 split_gain=3.04875 5.72812 3.97707 3.29758 3.05429 5.22939 4.04394 4.30716 3.96573 4.29038 4.25149 4.06099 3.32201 3.38142 3.11039 3.09341 3.07184 3.06417 4.78312 4.11749 3.00183 3.60959 4.05078 3.13688 2.82542 2.70793 2.66596 2.61836 5.05535 4.7093 threshold=68.500000000000014 1.2549999952316286 351.30831909179693 0.6755644977092744 1.0000000180025095e-35 -0.75027009844779957 0.1004740670323372 11.84999990463257 -0.59581279754638661 14.250000000000002 -0.9922896921634673 -0.97959136962890614 0.20342599600553515 304.21423339843756 0.23075717687606814 0.54500001668930065 308.50000000000006 0 1017.8500061035157 9.0500001907348651 -0.85404089093208302 0.85028937458992015 12.949999809265138 333.50000000000006 -0.64716172218322743 -0.11319890245795249 49.57500076293946 16.050000190734867 245.94488525390628 -0.28208675980567927 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 27 6 14 12 9 10 24 -10 -8 16 26 -16 -14 18 -12 -20 -9 23 -23 -22 -7 -25 -6 -2 -29 -30 right_child=4 3 -4 -5 5 8 7 20 11 -11 17 -13 13 -15 15 -17 -18 -19 19 -21 21 22 -24 25 -26 -27 -28 28 29 -31 leaf_value=0.00013561112523333927 3.2921325718066671e-07 0.0037278671498647865 -0.015079203893599864 0.02050155144184828 -0.0017216978142462172 -0.0078413469273419609 -0.016942690495544904 -0.0022261092261358249 -0.0075805760062454888 -0.0037082831170237671 -0.00019047450941416021 -5.2793033559593195e-05 0.00022398003783594716 -0.014806540496647359 0.020904440092651744 0.0020912220854420339 0.010185743309557439 -0.0025980793899445854 0.0066928945901703887 0.031819981211067543 -0.0065087415599884889 -0.00010531184827693953 -0.02379374154606613 0.015920691232507427 0.012233434546132627 -0.0074894267356111896 0.0090400356605996272 -0.00014349391538072862 0.0035235638153364203 0.00081124390243100656 leaf_weight=1801 1246592 1257 44 30 2338 21 26 615 180 1617 238 38322 331 30 23 437 101 708 56 23 799 26 59 30 106 21 59 15390 1848 11942 leaf_count=1801 1246592 1257 44 30 2338 21 26 615 180 1617 238 38322 331 30 23 437 101 708 56 23 799 26 59 30 106 21 59 15390 1848 11942 internal_value=5.22496e-07 0.00155866 -0.000227235 0.00411886 -3.16912e-06 -0.000402695 -0.00194788 -0.00364945 -0.000219426 -0.00204706 0.000284708 -8.7986e-05 0.000447113 0.00142576 -0.000734092 0.00303188 0.002553 -0.00078448 0.00324565 0.0140084 -0.00493921 -0.00672375 -0.0165479 -0.00574134 0.00891398 0.00628123 -0.00145681 1.12884e-05 0.000479474 0.00117472 internal_weight=1.32507e+06 3132 1845 1287 1.32194e+06 46166 4895 2038 41271 2769 1152 38502 488 462 2857 460 432 1025 317 79 1550 935 85 850 127 51 2397 1.27577e+06 29180 13790 internal_count=1325070 3132 1845 1287 1321938 46166 4895 2038 41271 2769 1152 38502 488 462 2857 460 432 1025 317 79 1550 935 85 850 127 51 2397 1275772 29180 13790 cat_boundaries=0 1 cat_threshold=1312 is_linear=0 shrinkage=0.05 Tree=326 num_leaves=31 num_cat=2 split_feature=25 95 104 10 33 78 96 70 7 100 24 56 16 89 102 32 4 16 93 24 57 136 54 20 20 71 56 136 88 16 split_gain=2.7515 5.4737 5.86586 4.11699 4.06371 4.0181 3.52572 3.4692 4.49021 3.77817 3.03664 5.99938 10.5243 6.46311 5.89042 4.80221 4.57154 4.1585 15.3064 28.3935 17.9721 14.4221 8.70805 7.50263 6.69629 6.13841 7.83277 8.40232 5.87812 5.69661 threshold=68.500000000000014 0.71928274631500255 0.075905535370111479 11.34999990463257 10.250000000000002 1.9950000047683718 -0.81246519088745106 236.67472839355472 8.4499998092651385 0.50278496742248546 200.50000000000003 217.49432373046878 14.039999961853029 -0.97874441742897023 0.79632130265235912 11.34999990463257 9.0500001907348651 13.344999790191652 0.17487503588199618 284.50000000000006 254.71675872802737 0 3.4050000905990605 5.1649999618530282 5.8150000572204599 303.96856689453131 287.41677856445318 1 -0.8504560887813567 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 1 2 2 2 2 2 1 2 2 left_child=1 2 3 -1 -5 -4 -3 -7 9 -9 11 13 15 -2 -14 -13 -17 -12 19 -19 21 -21 23 -23 -24 26 -20 -28 -22 -26 right_child=10 6 5 4 -6 7 -8 8 -10 -11 17 12 14 -15 -16 16 -18 18 25 20 28 22 24 -25 29 -27 27 -29 -30 -31 leaf_value=0.0011263095050944951 -0.0055784873127952411 -0.016681911540217698 -0.0091928674240729629 -0.0097293249938798995 0.012936942045269732 0.024322499151873803 5.7914841738474584e-05 0.0015527456960019968 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-0.000643733 1.90174e-05 0.000168051 0.000761445 0.00276658 0.0058359 0.00810444 0.0130827 0.00627681 -2.26246e-05 -0.000104491 -0.000686205 0.00175946 0.00777888 internal_weight=1.32507e+06 3132 1254 1040 164 214 1878 193 137 104 1.32194e+06 103003 12071 90932 5025 7046 5886 1.21894e+06 338201 82246 14535 3591 2365 647 1718 255955 230220 46244 10944 1395 internal_count=1325070 3132 1254 1040 164 214 1878 193 137 104 1321938 103003 12071 90932 5025 7046 5886 1218935 338201 82246 14535 3591 2365 647 1718 255955 230220 46244 10944 1395 cat_boundaries=0 1 2 cat_threshold=6320 2096 is_linear=0 shrinkage=0.05 Tree=327 num_leaves=31 num_cat=3 split_feature=25 66 75 22 24 56 16 102 91 84 89 57 93 136 2 70 28 59 16 93 24 89 136 55 20 67 71 56 136 71 split_gain=2.48323 4.94643 3.94248 2.92872 2.74204 5.98653 9.02969 5.63499 5.13149 5.08678 4.81248 4.67405 4.59661 4.8591 4.03851 4.31366 3.94486 5.5997 3.53045 12.6817 26.5702 16.3832 14.1108 6.87763 8.24851 5.93418 5.76054 6.19923 8.98271 5.55107 threshold=68.500000000000014 1.2549999952316286 0.78332483768463146 5.3250000476837167 197.50000000000003 217.49432373046878 14.039999961853029 0.78886297345161449 -0.96559706330299366 0.83580705523490917 -0.97874441742897023 110.15402221679689 -0.95779705047607411 0 1.0000000180025095e-35 273.39413452148443 1008.3500061035157 268.63647460937506 13.344999790191652 0.17487503588199618 284.50000000000006 -0.93350380659103382 1 3.0849999189376835 5.8350000381469735 0.7150000035762788 307.32141113281256 282.49307250976568 2 284.56312561035162 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 2 2 2 1 2 left_child=1 2 -1 -3 5 8 9 16 11 12 -10 -2 -7 -14 15 -11 17 -8 -6 20 25 -22 -23 -24 -25 -20 27 29 -29 -21 right_child=4 3 -4 -5 18 6 7 -9 10 14 -12 -13 13 -15 -16 -17 -18 -19 19 26 21 22 23 24 -26 -27 -28 28 -30 -31 leaf_value=1.0267857934247314e-06 -0.014732789846260431 0.010161652704523995 -0.021292540083893322 0.0028935171105297559 -3.5930933608058141e-05 -0.0031331489294113787 0.010801063119561985 -0.011317730439129524 -0.0053982580469599025 -0.003118465768505121 -4.501102005951505e-05 -0.0025434695460993849 -0.00074863133054707391 0.0030955154940157255 -0.0011221578651975915 -0.014750697762052664 -0.0029880537724041659 -0.013920711436919099 -0.0012436422064730206 4.2390582334544766e-06 0.0017839234255741286 0.001078961042000112 0.013182455588872585 -0.00045837249174760804 0.0087100993486118241 0.00041888739679985784 0.00082082414991294528 -0.002846942895381338 -0.00036191567581654333 0.0013948441911512128 leaf_weight=1823 85 158 22 1129 882768 599 109 199 422 250 81677 1052 1340 2115 2006 117 4124 29 5849 170905 11600 999 555 319 1062 65183 18830 3869 58384 7491 leaf_count=1823 85 158 22 1129 882768 599 109 199 422 250 81677 1052 1340 2115 2006 117 4124 29 5849 170905 11600 999 555 319 1062 65183 18830 3869 58384 7491 internal_value=4.69676e-07 0.00140669 -0.00025288 0.0037858 -2.86201e-06 -0.000262948 -0.00136547 -0.00309378 -0.000118728 -0.000165853 -7.25274e-05 -0.00345472 0.000910351 0.00161138 -0.00200442 -0.00682683 -0.00270979 0.00560591 1.70761e-05 0.00015269 0.00068055 0.0026283 0.00596553 0.00843791 0.00659226 0.000281989 -2.13799e-05 -8.72796e-05 -0.000516875 6.26318e-05 internal_weight=1.32507e+06 3132 1845 1287 1.32194e+06 94124 10888 4461 83236 6427 82099 1137 4054 3455 2373 367 4262 138 1.22781e+06 345046 85567 14535 2935 1936 1381 71032 259479 240649 62253 178396 internal_count=1325070 3132 1845 1287 1321938 94124 10888 4461 83236 6427 82099 1137 4054 3455 2373 367 4262 138 1227814 345046 85567 14535 2935 1936 1381 71032 259479 240649 62253 178396 cat_boundaries=0 1 2 3 cat_threshold=6304 6320 2096 is_linear=0 shrinkage=0.05 Tree=328 num_leaves=31 num_cat=1 split_feature=68 136 42 94 102 88 55 111 20 80 38 34 23 24 10 52 59 4 11 79 4 16 54 37 73 84 71 20 37 5 split_gain=2.37832 9.6073 8.10492 7.55578 7.33945 6.64723 6.86403 5.71848 6.61521 5.36358 8.7958 7.12008 6.11189 5.76728 5.51729 5.31126 5.18573 6.77637 6.51471 5.23465 5.12782 6.35978 5.06014 9.06724 5.67075 5.1316 8.92956 5.20958 4.99658 5.02544 threshold=315.11254882812506 0 10.449999809265138 -0.2142243683338165 0.62682634592056286 -0.9272165298461913 3.5349999666213994 0.33931340277194982 6.3750000000000009 324.42742919921881 14.34999990463257 11.650000095367433 6.0450000762939462 320.50000000000006 13.650000095367433 4.5050001144409189 1.0000000180025095e-35 2.4500000476837163 17.94999980926514 18.275000572204593 11.34999990463257 6.4600000381469735 0.54500001668930065 9.1500000953674334 0.56974253058433544 0.83784979581832897 297.02331542968756 6.2149999141693124 10.750000000000002 14.250000000000002 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 5 -4 -5 6 9 8 -2 11 -11 12 -3 -13 -12 -15 17 19 -19 -9 21 -8 25 -24 -25 26 -18 -28 29 -7 right_child=1 2 3 4 -6 28 20 16 -10 10 14 13 -14 15 -16 -17 22 18 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=1.5894429995616517e-05 0.0083791247376876678 -0.0035495135494995377 -0.0021071872715231203 -0.00017001552843168137 -0.020973894425513721 -0.0045708978061333823 0.01028855507546622 -0.0065287440195274746 0.0012589776404775008 -0.0013547187754228505 0.012030530800404666 -0.00048768620134186937 0.0080485808225653956 -0.0072993571856006557 -0.0034549730060259918 0.0055145072427371308 0.017037304029530048 -0.0029064483308898431 0.015293799443521872 -0.026760391488063091 0.0010923750367819666 -0.0047490345421075941 -0.0044640410681027849 -0.001831696962265807 0.00066614495239965027 0.0010440910532220891 0.0065489267833252103 -0.0018057329075344655 -0.00027875369602778258 0.0050466477110178379 leaf_weight=1258156 465 181 303 61 139 1151 72 92 1093 499 286 1021 305 797 72 90 138 680 53 49 494 2998 1041 2630 16703 3017 471 309 31550 154 leaf_count=1258156 465 181 303 61 139 1151 72 92 1093 499 286 1021 305 797 72 90 138 680 53 49 494 2998 1041 2630 16703 3017 471 309 31550 154 internal_value=4.46273e-07 -0.000290019 -0.00077871 -0.00708592 -0.0146287 -0.000698933 -0.00212004 0.000444266 0.00338405 -0.000458593 0.00293579 -0.00167371 0.00372913 -0.0030499 0.00891613 -0.00599919 0.000262567 -0.00352142 -0.00159047 -0.0135596 -0.00363558 -0.00439636 0.000398615 8.15839e-05 0.000326346 0.00204009 0.00531342 0.0032392 -0.000404158 -0.00343595 internal_weight=1.32507e+06 66914 40173 503 200 39670 6815 26741 1558 3251 857 2394 486 1908 358 887 25183 874 733 141 3564 3070 24309 20374 19333 3935 918 780 32855 1305 internal_count=1325070 66914 40173 503 200 39670 6815 26741 1558 3251 857 2394 486 1908 358 887 25183 874 733 141 3564 3070 24309 20374 19333 3935 918 780 32855 1305 cat_boundaries=0 1 cat_threshold=2289 is_linear=0 shrinkage=0.05 Tree=329 num_leaves=31 num_cat=0 split_feature=72 31 60 95 0 17 75 20 24 100 74 107 16 37 80 17 20 87 72 85 63 25 104 107 78 94 64 70 56 23 split_gain=2.3181 3.83418 4.75579 4.03388 3.32427 3.25806 2.80504 2.71121 3.24065 2.42794 2.40266 2.36248 5.32493 4.31692 3.83732 3.61401 3.61376 3.96373 3.48615 3.82232 3.263 2.86637 5.62331 4.76504 4.5466 3.50647 3.23218 3.0683 2.88855 3.06224 threshold=0.93876454234123241 1016.2500000000001 0.84944197535514843 -0.87919107079505909 314.50000000000006 11.775000095367433 0.93808037042617809 7.7550001144409189 319.50000000000006 0.73063969612121593 0.92920485138893139 0.33377079665660864 3.9249999523162846 16.050000190734867 155.05477142333987 8.0099999904632586 4.0350000858306894 0.80845457315444957 0.40362147986888891 0.67369335889816295 0.32647074759006506 68.500000000000014 0.075905535370111479 -0.8864767551422118 2.6049998998641972 -0.10883476212620734 1.2849999666213991 330.36408996582037 267.00140380859381 5.1649999618530282 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 4 -2 -3 -5 8 -7 -8 -6 21 -13 16 -15 -16 17 -14 -17 20 -20 22 26 25 -25 -24 27 -1 29 -28 right_child=1 5 -4 6 10 7 9 -9 -10 -11 -12 12 13 14 15 18 -18 -19 19 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31 leaf_value=-0.00019790230327211141 -0.0030255950400784899 0.0034000363093069095 9.7043367198799673e-05 -0.0036067499036226518 0.0051623258918810358 -0.0043224394168968486 -0.0069673484514794597 -0.00014096099892276119 -0.026157662235200409 -0.018769559641189589 0.027901213381084658 -0.022501955394922148 0.027517718329424196 -0.012531468355951723 0.016056973945039014 -0.016058699370307083 -0.00063566761461920029 0.00063734374416526409 0.018634223152572911 -0.0076729743078301138 1.2825368027792337e-05 4.8234693805655952e-06 0.031604060917643124 -0.018892060536891225 0.0058508322686455887 0.010540528388904229 0.017850288270932178 -0.013286668005520884 -3.9361210152632199e-05 0.0043553369652339618 leaf_weight=1682 52 666 1178 1178 26 113 269 1423 20 52 21 29 24 137 24 51 3866 32 30 140 109 1312582 29 20 259 62 46 46 416 488 leaf_count=1682 52 666 1178 1178 26 113 269 1423 20 52 21 29 24 137 24 51 3866 32 30 140 109 1312582 29 20 259 62 46 46 416 488 internal_value=4.2396e-07 -0.00107435 -0.00231335 -0.00409022 0.005685 0.000473559 -0.00473581 -0.000779034 -0.00760593 -0.00887923 0.0153223 4.49323e-06 -0.00114666 -0.00100632 -0.00542613 -0.00267632 -0.000453001 0.0121575 -0.00403874 -0.00184155 0.00403183 8.37989e-06 0.00153991 0.00731772 0.00407715 0.0172531 0.00074163 -0.00054633 0.00308436 0.00551782 internal_weight=1.32507e+06 4998 2776 1598 99 2222 1499 1556 133 321 47 1.32007e+06 4442 4413 491 354 3922 56 330 279 139 1.31563e+06 3048 370 279 91 2678 1728 950 534 internal_count=1325070 4998 2776 1598 99 2222 1499 1556 133 321 47 1320072 4442 4413 491 354 3922 56 330 279 139 1315630 3048 370 279 91 2678 1728 950 534 is_linear=0 shrinkage=0.05 Tree=330 num_leaves=31 num_cat=2 split_feature=71 82 116 92 115 68 42 15 136 4 85 123 72 53 129 109 33 23 9 121 136 39 107 33 78 83 29 55 33 79 split_gain=4.69103 6.81774 6.59533 10.9993 8.30519 7.38614 10.3654 7.25728 9.91079 7.78441 12.2985 9.46598 9.36036 8.67457 7.08324 6.61465 6.51631 7.02612 18.1585 6.43832 7.83644 6.41785 8.07364 6.28932 5.9363 5.847 6.31417 9.04281 8.78169 10.6344 threshold=291.64468383789068 280.01734924316412 -0.21643137186765668 0.051774643361568458 -0.13052122294902799 298.33451843261724 9.3499999046325701 2.245000004768372 0 4.5499999523162851 0.87415960431098949 -0.59480014443397511 0.38606600463390356 5.0450000762939462 329.50000000000006 0.84986993670463573 12.949999809265138 5.3650000095367441 5.3500001430511483 0.18222858756780627 1 10.84999990463257 -0.76393666863441456 10.650000095367433 1.0950000286102297 297.58647155761724 1012.0499877929689 2.435000061988831 10.650000095367433 30.855000495910648 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 -1 3 19 15 -4 7 8 9 24 11 13 -13 -11 -12 -5 17 18 -10 -2 -21 25 23 -23 -7 -9 -27 28 -28 -30 right_child=2 -3 5 4 -6 6 -8 21 16 10 14 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 27 -29 29 -31 leaf_value=1.7665989988888729e-05 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3405 2208 6852 585 967 internal_value=7.97325e-06 -4.52216e-05 0.000174234 -0.000656317 -0.00370652 0.000235999 5.66164e-05 0.000120465 0.00045023 0.00113059 0.00182915 0.00274986 0.00150557 0.00431985 -6.80049e-06 -0.00442998 4.10222e-05 0.000530741 0.00296464 -0.000251104 0.00178525 -0.000167972 3.60322e-06 -0.000577867 0.000296781 -0.00108703 -0.00144709 -0.000845973 0.00112435 0.00400652 internal_weight=1.32601e+06 1.0046e+06 321418 22248 2609 299170 196649 190748 88998 33414 18189 12114 6758 5356 6075 2448 55584 30570 2703 19639 3241 101750 85743 35194 15225 16007 14017 10612 3760 1552 internal_count=1326013 1004595 321418 22248 2609 299170 196649 190748 88998 33414 18189 12114 6758 5356 6075 2448 55584 30570 2703 19639 3241 101750 85743 35194 15225 16007 14017 10612 3760 1552 cat_boundaries=0 1 2 cat_threshold=3348 1605 is_linear=0 shrinkage=0.05 Tree=331 num_leaves=31 num_cat=1 split_feature=71 56 116 114 42 54 78 12 23 39 55 64 35 127 22 7 33 38 39 136 86 100 80 61 29 84 16 93 20 1 split_gain=4.2339 6.53917 7.61076 6.36658 8.96541 7.30524 7.59472 6.88903 7.31964 6.57226 7.01297 10.4909 9.59022 8.17584 7.46018 6.34145 6.31553 9.09653 7.46238 6.24611 9.4877 7.08176 9.74113 6.49497 9.92072 6.22015 6.77383 5.9816 5.92769 5.74757 threshold=291.64468383789068 278.05450439453131 0.13052122294902804 -0.8703225553035735 9.3499999046325701 2.9650000333786015 2.6650000810623173 2.8649998903274541 6.0250000953674325 9.1500000953674334 0.38499999046325689 0.55500000715255748 15.949999809265138 0.9536806344985963 4.8650000095367441 10.949999809265138 12.34999990463257 12.050000190734865 12.949999809265138 0 0.90512412786483776 0.655553698539734 251.5050964355469 0.40489578247070318 1010.8500061035157 0.8462396264076234 13.344999790191652 0.90872278809547435 5.8949999809265146 176.50000000000003 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 -1 -3 5 9 -2 -7 8 -6 -5 11 13 -13 14 -11 -10 18 -18 -12 20 21 22 -19 24 -24 26 -21 -27 -23 -16 right_child=3 2 -4 4 7 6 -8 -9 15 10 16 12 -14 -15 29 -17 17 19 -20 25 -22 28 23 -25 -26 27 -28 -29 -30 -31 leaf_value=1.5323119189329803e-06 0.0014081729061462388 -0.0012705995749420671 -0.00020609262380095247 -0.0015493209827739586 0.00030776024045441633 -0.0014831343963435735 0.00045364008186911495 0.001939989979026239 -0.0030175155078647048 -0.011808692495105813 0.00018833597035944078 0.0018573224597368207 0.010929747793048651 -0.012107392915910439 0.011339061486162247 -0.01421736985570393 -0.0020139572485737803 -0.0065436072626803305 0.0013763665417276072 -0.0014413996123175078 -0.0020470336893682914 0.0016592264760734465 -0.0017309882436446205 0.00063001923027370906 0.0029456725777969321 0.00013894568125559566 0.00024164453384844091 -0.0039793439319623881 -0.00041596226899927774 -0.0012296369636339321 leaf_weight=895641 18795 20738 88216 5957 1965 5531 59651 1149 4548 120 70934 6479 305 216 125 130 6174 412 16245 19855 3869 4106 1324 17192 7902 37389 8554 903 21254 334 leaf_count=895641 18795 20738 88216 5957 1965 5531 59651 1149 4548 120 70934 6479 305 216 125 130 6174 412 16245 19855 3869 4106 1324 17192 7902 37389 8554 903 21254 334 internal_value=7.57602e-06 -4.29606e-05 -0.000408708 0.000165529 3.31888e-05 0.000539713 0.000289296 -0.00163477 -0.00225307 8.97827e-05 0.000133433 0.0016284 0.00226521 -0.00380573 -0.000708738 -0.00332876 8.10049e-05 -0.000141253 0.000409714 -4.70684e-05 0.000341938 0.000519106 0.00108536 0.00120434 0.00227454 -0.000374005 -0.000934632 4.18284e-05 -7.99715e-05 0.00219321 internal_weight=1.32601e+06 1.0046e+06 108954 321418 237441 83977 65182 7792 6643 229649 223692 7579 6784 795 579 4678 216113 128934 87179 122760 56059 52190 26830 26418 9226 66701 28409 38292 25360 459 internal_count=1326013 1004595 108954 321418 237441 83977 65182 7792 6643 229649 223692 7579 6784 795 579 4678 216113 128934 87179 122760 56059 52190 26830 26418 9226 66701 28409 38292 25360 459 cat_boundaries=0 1 cat_threshold=1296 is_linear=0 shrinkage=0.05 Tree=332 num_leaves=31 num_cat=2 split_feature=71 80 12 15 12 92 57 70 136 136 86 61 19 127 41 41 29 20 12 116 16 16 57 18 5 39 12 15 65 31 split_gain=3.82109 6.0433 9.87669 10.6657 7.25062 6.86446 7.40633 7.34925 6.85604 6.56808 10.7967 7.49996 6.25039 6.58138 6.11089 11.1756 7.59656 6.17643 6.05639 6.01843 10.3656 9.02142 15.4989 8.0622 9.82087 10.6842 7.8244 13.6243 11.8318 9.03046 threshold=291.64468383789068 272.99104309082037 1.1749999523162844 1.2749999761581423 1.5349999666213991 -0.30537502467632288 281.72743225097662 304.44329833984381 0 1 0.90512412786483776 0.47417752444744116 5.7200000286102304 -0.3172925859689712 0.84999999403953563 10.250000000000002 1014.3500061035157 4.7950000762939462 0.81499999761581432 -0.21643137186765668 16.694999694824222 15.405000209808351 275.19439697265631 7.4149999618530282 2.8500000238418584 20.349999427795414 2.2649999856948857 2.2949999570846562 21.154999732971195 1020.8500061035157 decision_type=2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 8 4 -4 9 7 -7 -3 10 11 -1 -5 -14 -11 17 -17 -16 -18 20 -2 23 -23 24 -21 -26 28 -28 29 -25 right_child=19 2 3 12 -6 6 -8 -9 -10 14 -12 -13 13 -15 15 16 18 -19 -20 21 -22 22 -24 26 25 -27 27 -29 -30 -31 leaf_value=0.0027841052184798551 -0.00013285410682997459 -0.0017822365520895865 0.00030379797241725882 0.0018463230624830886 0.0021252039868899747 1.9712111469905016e-05 -0.00082311117064201621 -0.0046543658191588854 -0.00051009859299001956 -0.00050815617743129118 -0.0023300558232957377 0.00050024585580599635 0.00071183411831179542 -0.00043032459141122159 0.01303937350752566 -0.00047608735302154498 0.0032784919373052149 0.0030772168075513303 0.00046182581000021649 0.0032733664916402821 -0.0029504655175175754 0.0044050659363986519 0.00064559106635155212 -0.00023373562207155206 0.00044481413539888175 0.012117631289863377 0.0015810760874669289 0.00011520170179852787 -0.0017528293500464667 0.00090278679368292758 leaf_weight=8620 18274 14907 18785 3435 7705 701100 27449 842 36626 17105 1742 6166 14055 122898 165 12053 3015 2727 5200 4007 3974 3193 19387 111824 19744 198 19253 89710 11138 20716 leaf_count=8620 18274 14907 18785 3435 7705 701100 27449 842 36626 17105 1742 6166 14055 122898 165 12053 3015 2727 5200 4007 3974 3193 19387 111824 19744 198 19253 89710 11138 20716 internal_value=7.19722e-06 -4.08125e-05 -0.00027348 -8.66354e-05 0.00083358 2.38253e-05 -1.74014e-05 1.41054e-05 -0.000878536 0.000553298 0.00139222 0.0018317 -0.000260272 -0.000313109 0.000208539 0.00073795 0.000323064 0.0036456 0.00149557 0.000157252 -0.000636144 0.000216254 0.00117721 0.000137804 0.00101458 0.000560711 5.46905e-05 0.000374211 -0.000187629 -5.60972e-05 internal_weight=1.32601e+06 1.0046e+06 218411 166878 26490 786184 729391 701942 51533 56793 16528 14786 140388 136953 40265 23160 20268 2892 8215 321418 22248 299170 22580 276590 23949 19942 252641 108963 143678 132540 internal_count=1326013 1004595 218411 166878 26490 786184 729391 701942 51533 56793 16528 14786 140388 136953 40265 23160 20268 2892 8215 321418 22248 299170 22580 276590 23949 19942 252641 108963 143678 132540 cat_boundaries=0 1 2 cat_threshold=176 6723 is_linear=0 shrinkage=0.05 Tree=333 num_leaves=31 num_cat=2 split_feature=71 39 55 64 24 85 34 54 32 136 28 100 43 40 52 67 79 52 38 33 38 39 79 12 31 55 7 79 61 136 split_gain=3.44858 5.90895 6.88936 8.3667 6.88789 6.88545 6.96141 6.62363 8.46829 6.23586 6.67938 6.16488 9.74903 8.528 9.75577 8.03613 7.36563 8.49499 8.05099 6.31846 8.4656 8.21039 7.72367 8.19943 6.63769 8.12655 7.2532 6.68763 6.50102 7.14827 threshold=291.64468383789068 9.1500000953674334 0.38499999046325689 0.50499999523162853 347.50000000000006 0.85990700125694286 7.4500000476837167 0.34499999880790716 9.9499998092651385 0 1012.4500122070314 0.48203946650028234 8.9499998092651385 9.7500000000000018 0.19500000029802325 5.5150001049041757 2.1149998903274541 1.6150000095367434 17.050000190734867 12.34999990463257 12.050000190734865 12.84999990463257 10.335000038146974 1.9650000333786013 1012.0499877929689 3.1350001096725468 0.25000000745058065 18.704999923706058 0.36222420632839208 1 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 1 left_child=-1 9 3 4 -3 6 -5 8 -7 10 -2 15 13 19 -15 -4 17 -17 -19 21 -21 22 28 -24 -25 26 -26 -28 29 -13 right_child=1 2 11 5 -6 7 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 18 -20 20 -22 -23 23 24 25 -27 27 -29 -30 -31 leaf_value=-3.8773042287686132e-05 -0.0036582713842722792 -0.0014456815993461663 -0.0001697175049375671 0.021169797128491236 -0.016270335268996218 -0.0067279410698185011 0.0035414969542624194 -0.0010606112891789587 0.003423862542646372 -0.0054534449506140684 4.0788187904437625e-05 0.00065060704478502593 -0.0019025943505519135 0.030116612605912529 0.0045673553765770139 -0.014291763433091057 0.00083823340289868129 -0.0020926678740004171 0.010946759369616057 -0.0021763500625516094 -0.00011875531825503044 0.0013561258780013475 -0.0016079606770343755 -0.0012724643038598861 0.01122669190610759 -3.2808448380832593e-05 0.0043192921705868916 0.00075904271285275548 0.00060868002632811992 0.0057917390732703192 leaf_weight=1004595 1542 1002 35513 57 85 224 3204 2320 2477 763 5851 1326 6673 46 199 134 70167 1957 126 5252 103748 16626 8525 7207 200 24947 1713 5735 12406 1393 leaf_count=1004595 1542 1002 35513 57 85 224 3204 2320 2477 763 5851 1326 6673 46 199 134 70167 1957 126 5252 103748 16626 8525 7207 200 24947 1713 5735 12406 1393 internal_value=6.8365e-06 0.00014939 0.000183981 0.00151941 -0.00260492 0.00206072 0.00384963 0.000898871 0.00258195 -0.00117924 -0.000729759 0.00014281 -2.42806e-05 4.19237e-05 0.00936436 0.000446333 0.000748579 -0.00208893 -0.00130392 2.9844e-05 -0.000217897 0.000367063 0.000107904 -0.000200708 0.000100705 0.000404323 0.0018302 0.00157788 0.00109397 0.00330821 internal_weight=1.32601e+06 321418 313262 9369 1087 8282 3261 5021 2701 8156 7393 303893 195996 189323 245 107897 72384 2217 2083 189078 109000 80078 63452 48327 39802 32595 7648 7448 15125 2719 internal_count=1326013 321418 313262 9369 1087 8282 3261 5021 2701 8156 7393 303893 195996 189323 245 107897 72384 2217 2083 189078 109000 80078 63452 48327 39802 32595 7648 7448 15125 2719 cat_boundaries=0 1 2 cat_threshold=132 193 is_linear=0 shrinkage=0.05 Tree=334 num_leaves=31 num_cat=1 split_feature=71 69 4 40 136 0 92 62 14 58 96 73 69 114 43 40 56 54 78 12 107 23 65 39 107 32 66 77 5 119 split_gain=3.11239 5.82451 5.67619 6.2114 8.7204 6.05625 8.25207 5.87736 5.74228 5.65921 5.79723 7.8091 5.40558 5.38771 7.29741 7.18995 13.3967 6.66968 6.69558 5.42774 6.19288 5.652 6.37744 5.38416 5.77509 9.29032 7.52807 9.57564 9.37998 8.78267 threshold=291.64468383789068 295.15919494628912 7.1499998569488534 9.9499998092651385 0 325.50000000000006 -0.016992477700114247 0.3511530607938767 1.5649999976158144 305.60345458984381 -0.44046929478645319 0.31282196938991552 312.34101867675787 -0.8703225553035735 8.9499998092651385 10.150000095367433 113.86207199096681 2.9650000333786015 2.6650000810623173 2.3950001001358037 -0.9668602943420409 6.0250000953674325 0.33500000834465032 9.1500000953674334 -0.76393666863441456 19.550000190734867 1.4149999618530276 14.09500026702881 3.7500000000000004 0.7933231294155122 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 9 -3 4 5 -4 7 -7 -8 -1 -11 -12 -9 17 15 23 -17 -2 -19 20 -16 22 -22 -15 -25 26 27 -26 29 -29 right_child=13 2 3 -5 -6 6 8 12 -10 10 11 -13 -14 14 19 16 -18 18 -20 -21 21 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=2.1270660622981228e-06 0.0013159628548137406 -0.00096780197609756726 0.00078026483172038801 -0.0048277783855393353 -0.00058765913672453928 0.015349233701290209 0.012370110427576851 -0.0043828714634147814 0.0014123836620729179 -0.00094051699427398668 -0.01378397136316712 -0.0019604560575145241 0.01461341883529161 -0.0014192451346869616 0.0057181320551439735 0.036759894054282358 0.0033157834645092285 -0.0014173424602490299 0.00040117393670230324 0.00037822186514062649 -0.012056026244579562 -0.0037978699589443217 0.00057147019704150272 -0.00016693350266526203 -0.0025220094343543073 0.0072204558034691729 0.00043811293559808842 -0.00026404726015161775 -0.00039505603529290035 0.010045448315066961 leaf_weight=945934 18795 31742 5294 612 11071 242 131 97 1369 7418 211 413 61 5955 228 37 157 5531 59651 2731 107 3630 1526 104468 5082 489 107767 377 4430 457 leaf_count=945934 18795 31742 5294 612 11071 242 131 97 1369 7418 211 413 61 5955 228 37 157 5531 59651 2731 107 3630 1526 104468 5082 489 107767 377 4430 457 internal_value=6.49505e-06 -3.68344e-05 -0.000559491 0.000127091 0.000293113 0.00164708 0.00407096 0.010452 0.00236936 -9.10167e-06 -0.00132987 -0.00595847 0.00295114 0.000141922 2.01799e-05 7.26775e-05 0.0096943 0.000486141 0.000246864 -0.00144339 -0.00234938 -0.00269888 -0.000255929 6.45274e-05 0.000104138 0.000342905 0.000314431 -0.000973876 0.000520731 0.00538516 internal_weight=1.32601e+06 1.0046e+06 50619 18877 18265 7194 1900 400 1500 953976 8042 624 158 321418 237441 229219 194 83977 65182 8222 5491 5263 1633 229025 223070 118602 118113 10346 5264 834 internal_count=1326013 1004595 50619 18877 18265 7194 1900 400 1500 953976 8042 624 158 321418 237441 229219 194 83977 65182 8222 5491 5263 1633 229025 223070 118602 118113 10346 5264 834 cat_boundaries=0 1 cat_threshold=3378 is_linear=0 shrinkage=0.05 Tree=335 num_leaves=31 num_cat=0 split_feature=91 19 65 15 52 121 40 89 76 85 109 37 64 121 97 115 86 76 64 83 65 76 123 24 61 74 73 100 12 25 split_gain=2.8901 5.48844 6.34928 5.29027 5.18456 6.60239 4.66174 4.5466 4.26917 3.93418 4.83155 4.05277 4.2725 3.93022 3.96529 3.87577 3.73729 5.47904 5.29338 5.25668 4.63826 4.36863 3.70515 3.82384 3.58194 4.59137 4.56063 3.3506 3.13167 3.03258 threshold=0.8037647306919099 5.4100000858306894 0.15500000119209292 3.0349999666213994 0.47499999403953558 -0.98624804615974415 8.7500000000000018 -0.78399837017059315 45.565000534057624 0.70011290907859813 -0.054515648633241647 12.050000190734865 1.044999957084656 -0.47714059054851526 -0.82904553413391102 -0.39873388409614557 0.88911306858062755 25.005000114440922 24.265000343322757 346.02337646484381 1.485000014305115 13.605000019073488 -0.78257837891578663 254.50000000000003 0.26525574922561651 0.65983533859252941 0.62743473052978527 0.88650786876678478 2.4150000810623173 339.50000000000006 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 13 6 4 5 -4 -3 -5 9 -7 22 12 -12 14 -2 28 17 27 20 21 -19 -18 23 -11 -22 26 -26 29 -13 -6 right_child=1 2 3 7 16 8 -8 -9 -10 10 11 15 -14 -15 -16 -17 19 18 -20 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=9.1006362214374795e-06 0.020545433634919497 -0.018122048498354044 -0.012142503347247841 -0.002740101379723373 -0.0023207413428628773 0.02126571152766701 0.0085124365985393535 0.014168024547951064 -0.017753139721310658 0.020408387295901775 -0.010961309915913618 0.0089686852992291299 0.0048769345621158394 -0.00034234284287302104 0.0018881691391674843 0.024671372403768269 -0.0078384921686739627 0.0093771810464274435 0.0090517618391360785 0.026658828034996987 -0.020554291030641686 0.0032822706550061226 -0.011211396807312281 -0.0037194903725041792 -0.0096736855184038489 -0.016249894626616013 0.012082350282714918 -0.012362703939692842 -0.011637939533684402 0.0083843028837102731 leaf_weight=1320381 68 92 75 66 2441 32 20 100 23 24 59 236 153 113 49 37 118 26 37 20 97 351 87 52 63 105 39 81 20 68 leaf_count=1320381 68 92 75 66 2441 32 20 100 23 24 59 236 153 113 49 37 118 26 37 20 97 351 87 52 63 105 39 81 20 68 internal_value=4.67083e-06 -0.00122619 -0.00160941 -0.00131084 -0.00165333 0.00197824 -0.0133659 0.00744552 0.00344305 0.00413949 0.00331907 0.00573494 0.000469121 0.00630837 0.0127317 0.00954502 -0.00249431 -0.00316391 -0.00888151 0.00155483 -0.0108922 0.000484296 -0.00416567 0.00389984 -0.0126258 -0.00891048 -0.0013552 -0.00235374 0.00735879 -0.00203061 internal_weight=1.32513e+06 4752 4522 4410 4244 798 112 166 723 700 668 505 212 230 117 293 3446 2957 367 489 330 469 163 76 304 207 102 2590 256 2509 internal_count=1325133 4752 4522 4410 4244 798 112 166 723 700 668 505 212 230 117 293 3446 2957 367 489 330 469 163 76 304 207 102 2590 256 2509 is_linear=0 shrinkage=0.05 Tree=336 num_leaves=31 num_cat=2 split_feature=94 62 92 60 58 136 54 65 92 60 60 99 63 122 97 95 20 60 17 136 73 125 52 120 54 52 12 59 70 12 split_gain=2.73774 12.2194 10.0601 12.3693 9.46092 7.34794 7.33841 7.30553 6.70176 7.6861 7.58591 6.99664 6.61534 6.69785 7.93283 6.17169 5.942 5.68356 6.87594 6.53131 5.90808 5.37077 6.29154 6.12632 5.26449 8.82683 5.39783 5.37426 6.74585 5.467 threshold=-0.56388694047927845 0.28001652657985693 -0.56327626109123219 0.43973810970783239 214.58419036865237 0 0.87500000000000011 1.0850000381469729 -0.82903259992599476 0.87349939346313488 0.46855530142784124 -0.73675909638404835 0.65549001097679149 -0.76037701964378346 -0.81249326467514027 -0.98307955265045155 6.4749999046325692 0.68415114283561718 15.405000209808351 1 0.2565304040908814 0.77159520983695995 0.47499999403953558 -0.68832838535308827 8.3949999809265154 9.2150001525878924 3.3950001001358037 154.90260314941409 314.47538757324224 2.5349999666213994 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=1 21 17 4 6 16 -4 -6 9 10 11 -2 24 -14 15 -15 -5 18 19 20 -3 -1 23 -23 25 26 27 28 -8 -30 right_child=8 2 3 5 7 -7 12 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00073025919364844811 7.5367360118044473e-05 -0.0075133855891393597 0.00015191468412405337 -6.7277134428037413e-05 -0.002515944304008044 -0.00050101648303400241 -0.0041727120489210004 0.0004200762685556015 -7.0474628787403281e-06 0.029450400351058871 -0.002813142413157603 -0.0017919491490321487 0.016534994696540867 0.026897721737623215 -0.0079273624048883124 0.0030576398357564263 0.0030141939635458946 -0.00055876253063043084 -0.00058931888768776024 0.00072620833524451173 -0.00012870927010889772 -0.0050370729324130115 0.0017697584722278004 0.0072268296155416694 -0.0061041244808378373 0.0077499889897850232 0.0084211172308290803 -0.0022179614379804142 -0.019648477099835873 0.0022807983319378562 leaf_weight=15454 17042 274 3685 2507 2610 6581 874 11256 1086233 21 4048 7109 85 35 142 121 4161 19018 16206 82697 23534 114 6346 954 949 217 114 12575 135 36 leaf_count=15454 17042 274 3685 2507 2610 6581 874 11256 1086233 21 4048 7109 85 35 142 121 4161 19018 16206 82697 23534 114 6346 954 949 217 114 12575 135 36 internal_value=4.43728e-06 0.000169731 3.68581e-05 -0.000604895 -0.00112525 0.00068467 -0.00185092 -0.000132571 -2.68104e-05 -0.000787516 -0.000810034 -0.000474289 -0.00233384 0.00415453 0.000623185 0.00840638 0.00185286 0.000245523 0.000370173 0.000516171 -0.000213608 0.001261 0.00236729 0.00591776 -0.00250062 -0.0022555 -0.00241359 -0.00250428 -0.00594965 -0.0150318 internal_weight=1.32513e+06 210680 187812 46083 32834 13249 18968 13866 1.11445e+06 28220 28199 24151 15283 383 298 156 6668 141729 122711 106505 23808 22868 7414 1068 14900 13951 13734 13620 1045 171 internal_count=1325133 210680 187812 46083 32834 13249 18968 13866 1114453 28220 28199 24151 15283 383 298 156 6668 141729 122711 106505 23808 22868 7414 1068 14900 13951 13734 13620 1045 171 cat_boundaries=0 1 2 cat_threshold=837 4180 is_linear=0 shrinkage=0.05 Tree=337 num_leaves=31 num_cat=0 split_feature=91 19 15 93 52 78 28 125 62 87 77 12 20 93 53 110 84 101 61 71 36 79 36 64 67 93 101 123 60 70 split_gain=2.58469 4.95098 5.32486 4.40471 4.55316 4.48085 5.68506 4.3499 4.51282 4.25281 4.0058 5.16919 4.43847 3.81638 3.75726 3.70806 3.55177 3.4306 3.29356 3.16303 2.93554 3.80176 3.48301 3.46023 3.3682 4.06028 3.8004 2.9345 2.86195 4.82427 threshold=0.8037647306919099 5.4100000858306894 3.0349999666213994 0.9493829905986787 0.47499999403953558 2.6049998998641972 1015.2500000000001 0.97233289480209362 0.4172105491161347 0.76521793007850658 14.654999732971193 1.0649999976158144 5.8350000381469735 -0.56479567289352406 0.73500001430511486 0.084821622818708434 0.87249505519866954 0.77042421698570263 0.3036396205425263 309.60424804687506 11.750000000000002 12.114999771118166 11.449999809265138 1.1250000000000002 1.1150000095367434 0.38914367556571966 0.38125263154506689 0.14780378341674807 0.2375825718045235 265.45797729492193 decision_type=2 2 2 2 2 2 2 2 2 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 3 4 5 6 -3 8 10 18 11 15 -12 -4 -9 -5 -2 -15 -7 -14 22 28 23 -11 -23 26 -26 -8 29 -22 right_child=1 2 13 7 -6 9 27 14 -10 20 12 -13 19 17 -16 -17 -18 -19 -20 -21 21 24 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=8.4047213693862759e-06 0.0018865779704356101 -0.016202176773838482 0.020677326370496303 -0.015011439274530858 -0.0021990680820225552 0.029935377039429212 0.010132632706806345 0.021003519160592038 0.00839920111000538 -0.012183102628363199 0.0085756403859704733 -0.023959352598734659 -0.027978429012000563 -0.0052171551189076132 -0.0086284654773771761 0.012433041395852343 0.015390110849402845 0.011090936094809038 0.0041874688928541931 -0.0030180373151476188 -0.0038697286040082369 0.026026590882975143 -0.017993125768067938 0.0054246580760393829 0.015915880124084653 0.023327948277195296 -0.0065116449679229783 -0.011590307036584075 -0.003095975651976782 0.021839848285339573 leaf_weight=1320381 160 68 40 32 3319 27 53 23 30 38 40 98 22 64 20 20 70 65 23 30 36 32 30 105 30 30 51 22 137 37 leaf_count=1320381 160 68 40 32 3319 27 53 23 30 38 40 98 22 64 20 20 70 65 23 30 36 32 30 105 30 30 51 22 137 37 internal_value=4.21551e-06 -0.00115979 -0.00152377 -0.00186184 -0.00141761 0.00218969 -0.0057322 -0.00755643 -0.0098926 0.00415641 -0.0121602 -0.0171981 -0.0039461 0.00718406 0.0072212 -0.00445587 0.00599635 0.0030001 0.0180913 -0.0135782 0.0028318 0.00544671 -0.00250383 0.000745673 0.0117348 0.0076146 0.00179485 0.00376057 0.00116484 0.00916115 internal_weight=1.32513e+06 4752 4522 4353 4038 719 143 315 272 576 242 150 92 169 43 52 230 129 50 52 526 353 173 143 143 111 81 75 210 73 internal_count=1325133 4752 4522 4353 4038 719 143 315 272 576 242 150 92 169 43 52 230 129 50 52 526 353 173 143 143 111 81 75 210 73 is_linear=0 shrinkage=0.05 Tree=338 num_leaves=31 num_cat=1 split_feature=94 62 92 60 90 16 116 54 110 125 9 92 20 10 8 82 63 79 65 21 54 23 121 103 75 69 36 30 136 11 split_gain=2.48706 11.1531 8.24483 10.6464 9.63413 7.17055 11.7981 7.04259 6.70816 6.23115 7.13846 6.09596 8.08085 6.3512 7.8846 6.22625 6.01288 6.41062 5.84202 5.82292 5.55221 6.10218 5.5489 6.02282 5.35128 5.69612 5.33469 5.25136 10.2831 9.82001 threshold=-0.56388694047927845 0.26839047670364385 -0.56327626109123219 0.43973810970783239 -0.53267064690589894 14.039999961853029 -0.18222858756780622 0.87500000000000011 0.39933447539806372 0.77159520983695995 15.550000190734865 -0.91088432073593129 5.4749999046325692 8.9499998092651385 10.150000095367433 286.75700378417974 0.65549001097679149 7.6449999809265146 0.9350000023841859 4.8250000476837167 1.1649999618530276 4.5050001144409189 -0.99961927533149708 0.58164426684379589 0.59250596165657055 305.66409301757818 13.650000095367433 1022.1499938964845 0 7.5499999523162851 decision_type=2 2 2 2 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 9 27 4 18 -5 -7 24 -8 -1 20 12 13 14 -2 -16 -9 19 -4 -18 21 -11 23 -14 -6 -26 -19 -3 -29 -30 right_child=11 2 3 5 7 6 8 16 -10 10 -12 -13 22 -15 15 -17 17 26 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=0.00069833811644093389 0.0015016790500994191 0.00020159471148498956 -0.0022604963039215102 5.9452511975591641e-05 0.0020250287068215526 -0.00012934693297415864 0.0030413521257719222 -0.0023949734423953863 0.0099761172415441107 0.017422732404597543 0.012284335635731964 -1.046909007272524e-05 0.003275356654719007 -0.0012999204564040159 0.020656565809622409 0.0049919401168484583 -0.012564307967981986 0.0043697261359802514 0.00034045950734848895 0.01044115222228088 0.0011073255883679836 0.0037690641737169253 -0.0016025775974500959 0.033791728419336406 -0.0035834264449282165 0.0025356000504377849 -0.020838251657693124 -0.0011597200863612577 0.0086624549584032994 -0.001447764448571461 leaf_weight=12216 2508 142201 2574 10507 1925 1582 775 14581 634 85 187 1095675 61 1995 96 187 31 43 13388 244 3499 2196 13909 22 1275 542 41 965 855 334 leaf_count=12216 2508 142201 2574 10507 1925 1582 775 14581 634 85 187 1095675 61 1995 96 187 31 43 13388 244 3499 2196 13909 22 1275 542 41 965 855 334 internal_value=4.00473e-06 0.000161549 4.97398e-05 -0.000516894 -0.000981015 0.000674318 0.00283426 -0.00175173 0.00616175 0.00134523 0.0026696 -2.5778e-05 -0.000919035 0.000854449 0.00239439 0.0103057 -0.00223758 0.00415509 -7.89654e-05 0.00784781 0.00235853 0.00427786 -0.00152566 0.011364 0.00018803 -0.00175816 -0.00793417 0.000238711 0.00268901 0.00577385 internal_weight=1.32513e+06 210680 192497 48142 34644 13498 2991 18682 1409 18183 5967 1.11445e+06 18778 4786 2791 283 14940 359 15962 275 5780 2281 13992 83 3742 1817 84 144355 2154 1189 internal_count=1325133 210680 192497 48142 34644 13498 2991 18682 1409 18183 5967 1114453 18778 4786 2791 283 14940 359 15962 275 5780 2281 13992 83 3742 1817 84 144355 2154 1189 cat_boundaries=0 1 cat_threshold=3174 is_linear=0 shrinkage=0.05 Tree=339 num_leaves=31 num_cat=2 split_feature=55 63 136 79 82 64 52 59 28 60 124 15 17 34 68 92 19 93 57 29 136 83 82 39 65 79 65 69 53 74 split_gain=2.47142 6.34821 5.68234 4.95126 4.80249 4.7901 7.55975 6.68237 8.72692 8.77784 6.4056 6.13427 10.9748 6.51484 5.91201 5.18153 5.1732 6.18358 5.05665 6.82903 4.99951 5.55114 5.26128 5.06066 4.95965 5.69758 5.58432 5.1655 4.94597 4.93154 threshold=12.675000190734865 0.74372771382331859 0 0.91500002145767223 331.28729248046881 16.125000000000004 0.82499998807907116 334.90411376953131 1014.6499938964845 0.47772249579429632 -0.62249094247817982 2.2150000333786015 10.405000209808351 10.750000000000002 310.33218383789068 0.66641953587532055 9.5450000762939471 -0.27986806631088251 335.04093933105474 1014.8500061035157 1 333.49099731445318 333.64730834960943 9.1500000953674334 1.325000047683716 4.6749999523162851 12.465000152587892 315.57952880859381 2.7150000333786015 0.91463842988014232 decision_type=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 2 2 left_child=5 2 -2 -4 -5 7 28 18 9 15 14 12 13 16 -8 -9 17 -12 -1 -20 23 -22 -23 -13 25 -10 -26 -27 29 -7 right_child=1 -3 3 4 -6 6 10 8 24 -11 11 20 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 26 27 -28 -29 -30 -31 leaf_value=2.0400044454332039e-05 -0.0011001170577111098 0.00010967299479696951 -0.0037221530725116574 -8.3361145733178675e-05 -0.0023770424936985267 0.003699773942141632 -0.0002875605895188025 -0.0038045112027147721 0.0024762555765263181 0.0051950346197347681 0.021405896994668258 -0.015218600604809278 0.00045947998616862923 0.0022031682103773845 -0.003460585203911481 -0.0097501306967641439 0.0040474576397069627 0.0070846058556572628 -0.0038421036388118731 6.776930156733467e-05 -0.00035819763882917726 0.008104933766787158 -0.00024375957347670449 0.0010481496091945949 0.0019864429647270159 -0.010597715839905323 -0.004892948980414917 0.0037927011690604001 -0.011089323586802783 -0.0030180216714661163 leaf_weight=1045731 25337 102274 994 62934 2368 2864 10879 1357 212 218 107 48 14822 5318 1697 502 755 255 1995 2537 25806 383 372 12267 2001 311 346 78 63 302 leaf_count=1045731 25337 102274 994 62934 2368 2864 10879 1357 212 218 107 48 14822 5318 1697 502 755 255 1995 2537 25806 383 372 12267 2001 311 346 78 63 302 internal_value=3.80406e-06 -0.000161123 -0.000463366 -0.000219813 -0.000166535 3.20747e-05 0.000415626 4.47455e-06 -0.00181452 -0.00429695 0.000310494 0.000525115 0.00120806 0.00293229 -0.000715727 -0.00541005 0.00640361 0.0113177 1.31775e-05 -0.00165337 0.000151688 -0.000234471 0.00399141 0.000983948 -6.55294e-05 -0.00411829 0.000972268 -0.00771223 0.00278293 0.00305897 internal_weight=1.32513e+06 193907 91633 66296 65302 1.13123e+06 75938 1.05529e+06 5025 2077 72709 60133 21257 6435 12576 1859 1117 362 1.05026e+06 4532 38876 26561 755 12315 2948 601 2347 389 3229 3166 internal_count=1325133 193907 91633 66296 65302 1131226 75938 1055288 5025 2077 72709 60133 21257 6435 12576 1859 1117 362 1050263 4532 38876 26561 755 12315 2948 601 2347 389 3229 3166 cat_boundaries=0 1 2 cat_threshold=642 4147 is_linear=0 shrinkage=0.05 Tree=340 num_leaves=31 num_cat=2 split_feature=93 10 40 127 76 82 93 136 107 64 59 71 59 73 17 108 66 66 12 35 124 86 55 9 8 16 92 60 136 35 split_gain=2.41704 6.76139 6.5258 5.17939 6.80062 5.66173 4.82752 6.64046 12.4795 12.38 9.53909 8.34 7.67305 7.29066 6.70741 8.60424 6.618 6.45763 6.43221 6.35759 12.4648 6.07723 8.39539 6.21226 5.98985 8.97209 5.85756 6.74168 6.69253 5.636 threshold=-0.98357090353965748 12.949999809265138 11.84999990463257 0.9170251488685609 0.90500000119209301 185.22031402587893 -0.56479567289352406 0 -0.99084231257438649 1.0000000180025095e-35 66.898452758789077 323.68252563476568 227.32180786132815 0.4050083607435227 6.9049999713897714 0.91035604476928722 1.0000000180025095e-35 1.4950000047683718 1.7050000429153445 16.349999427795414 0.90992662310600292 0.85386016964912426 0.30500000715255743 7.2500000000000009 8.4499998092651385 5.7200000286102304 -0.798629730939865 0.34734831750392919 1 11.750000000000002 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 3 -3 5 -5 -1 7 8 12 -9 11 -11 24 -14 15 19 -12 -13 -18 -10 -21 22 -20 -23 25 -2 27 -8 29 -29 right_child=6 2 -4 4 -6 -7 26 9 14 10 16 17 13 -15 -16 -17 18 -19 21 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0045138245130600732 0.022626642847214551 0.0025172090505593981 0.025016111355613581 0.013471584634230045 0.0009914299207141675 -0.00054628404664261671 3.3336442528753869e-05 -0.005917224139210908 0.00092169724153495921 -0.0046648848715270053 -0.0043395337558861363 -0.0076420784828120057 0.010592427770487774 0.00037684996084106807 0.00034660436226684535 0.0096834759274415649 -6.3217585220958514e-05 0.012691017912787407 0.01302102722998132 0.0044496567285892998 0.034989533126354215 0.0016879037826175924 0.0017327456824312367 -0.00053671178992427274 0.013869081634802737 0.0039772318246477515 9.1486857753427942e-06 -0.0025529441244127055 -0.0022079496245064278 0.0013689520857083901 leaf_weight=922 68 1380 33 113 3209 36329 14851 874 4495 1634 821 56 195 1674 63064 355 70997 129 168 736 35 4877 8416 8802 219 1250 1086319 1325 9860 2968 leaf_count=922 68 1380 33 113 3209 36329 14851 874 4495 1634 821 56 195 1674 63064 355 70997 129 168 736 35 4877 8416 8802 219 1250 1086319 1325 9860 2968 internal_value=1.59416e-05 -0.000357372 0.00304266 -0.000475782 0.00141595 -0.000644485 2.81469e-05 0.00027729 0.000640523 6.63522e-06 6.06239e-05 -0.00352569 0.00359479 0.00144268 0.000494118 0.00214913 0.000129963 0.00653613 0.00016931 0.00164121 0.00583603 0.000910843 0.00195367 0.000256435 0.00621176 0.00493942 -9.57444e-06 -0.000710832 -0.0014917 0.000158122 internal_weight=1.32617e+06 41986 1413 40573 3322 37251 1.28419e+06 168865 72091 96774 95900 1819 3406 1869 68685 5621 94081 185 93260 5266 771 22263 8584 13679 1537 1318 1.11532e+06 29004 14153 4293 internal_count=1326174 41986 1413 40573 3322 37251 1284188 168865 72091 96774 95900 1819 3406 1869 68685 5621 94081 185 93260 5266 771 22263 8584 13679 1537 1318 1115323 29004 14153 4293 cat_boundaries=0 1 2 cat_threshold=3842 6788 is_linear=0 shrinkage=0.05 Tree=341 num_leaves=31 num_cat=2 split_feature=72 60 32 36 66 0 125 94 52 119 30 100 10 9 22 89 64 6 4 136 136 4 28 52 30 82 127 126 17 52 split_gain=2.34647 3.92872 3.03435 3.28077 2.82551 3.44761 2.54827 5.9518 5.56738 2.64683 2.51343 2.43461 5.09499 3.47023 2.40297 6.59926 9.03844 9.8549 9.23821 10.4096 7.43659 8.21117 7.39648 7.3364 6.95588 6.90206 6.56368 6.34985 8.70614 5.8372 threshold=0.93876454234123241 0.90401688218116771 12.050000190734865 12.449999809265138 44.204999923706062 321.50000000000006 0.93038213253021251 0.42509156465530401 19.545000076293949 -0.30069434642791742 1016.1499938964845 0.71764519810676586 11.949999809265138 10.650000095367433 8.3450002670288104 -0.40542343258857721 1.0850000381469729 6.6499998569488534 6.8500001430511483 0 1 13.250000000000002 1013.1499938964845 8.4949998855590838 1017.9500122070314 222.55369567871097 -0.97988739609718312 0.94260558485984813 6.9049999713897714 0.39499999582767492 decision_type=2 2 2 2 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 left_child=14 2 10 4 -4 -6 9 -8 -9 -5 11 -2 13 -13 15 16 20 18 -18 25 24 22 -22 -24 -1 -20 -19 -28 -29 -21 right_child=1 -3 3 6 5 -7 7 8 -10 -11 -12 12 -14 -15 -16 -17 17 26 19 29 21 -23 23 -25 -26 -27 27 28 -30 -31 leaf_value=-0.00070868867923415879 -0.00046812505377885551 0.0010747802824492233 -0.011462654475996096 0.0095346347838640225 -0.0082733657482701051 0.011472737368728433 0.0014249321055831389 -0.030813570496648915 -0.005061692013513557 -0.0021581336003113393 0.0020088583871604587 -0.0092465942428971177 0.0017420404045682802 -0.030418232453909396 -0.00011985252730518266 -4.7611094275016913e-05 0.00038647979087999936 0.0016105667076485872 -0.0023908577566001347 0.0052958157519067128 -0.0012711698157909391 0.0073782757873303677 0.00053302585670517209 -0.0055592247011740934 -0.0031811165816041549 0.0027586839725203555 -0.0001750635581631272 0.005493018880473567 0.00059594544958098037 0.00026647457317957731 leaf_weight=9766 616 1508 201 50 60 35 80 41 43 1511 669 100 102 24 251387 651251 186355 6025 690 602 9702 369 21118 506 4014 11425 139596 973 13502 13853 leaf_count=9766 616 1508 201 50 60 35 80 41 43 1511 669 100 102 24 251387 651251 186355 6025 690 602 9702 369 21118 506 4014 11425 139596 973 13502 13853 internal_value=1.51437e-05 -0.00106166 -0.00197382 -0.00324101 -0.00810422 -0.000998486 -0.00240651 -0.00833545 -0.0176311 -0.00178361 -0.00027892 -0.00209664 -0.00653544 -0.0133443 1.92516e-05 5.19406e-05 0.00020686 0.000287992 0.000510838 0.00138306 -0.000458645 -3.68028e-05 -0.000124159 0.000390468 -0.00142785 0.00246336 -8.39087e-06 -7.17008e-05 0.000925124 0.0004756 internal_weight=1.32617e+06 5040 3532 2021 296 95 1725 164 84 1561 1511 842 226 124 1.32113e+06 1.06975e+06 418496 373021 212925 26570 45475 31695 31326 21624 13780 12115 160096 154071 14475 14455 internal_count=1326174 5040 3532 2021 296 95 1725 164 84 1561 1511 842 226 124 1321134 1069747 418496 373021 212925 26570 45475 31695 31326 21624 13780 12115 160096 154071 14475 14455 cat_boundaries=0 1 2 cat_threshold=3363 4308 is_linear=0 shrinkage=0.05 Tree=342 num_leaves=31 num_cat=1 split_feature=88 92 76 29 126 36 87 40 58 54 57 93 53 136 108 52 69 114 74 18 8 36 122 74 33 91 85 94 72 54 split_gain=2.23214 7.5563 5.47669 5.16678 4.96812 5.35196 4.59315 5.33725 4.31846 4.31838 4.70733 4.30946 5.4342 6.13185 5.13412 5.10785 4.20077 4.96553 4.60866 5.56018 4.91509 4.7914 4.80226 4.71927 4.43745 4.18888 4.96648 4.55231 4.18778 4.17859 threshold=1.0000000180025095e-35 -0.30537502467632288 21.914999961853031 1022.1499938964845 0.84335932135581981 10.449999809265138 0.8743390440940858 10.84999990463257 347.37214660644537 1.9950000047683718 223.60691833496097 -0.65452554821968068 2.8850001096725468 0 0.9355444908142091 6.9649999141693124 252.36200714111331 0.62249094247818004 0.72917982935905468 6.4600000381469735 9.2500000000000018 11.050000190734865 -0.68832838535308827 0.76253116130828869 17.650000572204593 -0.9576914608478545 0.88740864396095287 -0.98743125796318043 0.46255865693092352 1.1050000190734866 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 2 -2 11 8 -6 -7 9 -4 -8 -11 12 13 -3 -15 16 17 29 19 -18 23 22 -22 -20 25 26 -21 -27 -16 -13 right_child=1 3 4 -5 5 6 7 -9 -10 10 -12 15 -14 14 28 -17 18 -19 20 24 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=2.6169807865641201e-05 -0.00024798925782897854 0.0051934924804457995 0.00062689840488255476 0.0031292786509332267 -0.0023378015435098309 0.011717383579065604 0.010872535879607313 -0.017622051825414278 0.021094525548127983 0.0058801307628351838 -0.012572792690374297 0.0047087993883096618 -0.0051541305725590928 -0.0022314792336349939 0.026158959777266896 0.0055144114069401121 -0.00015587409481637054 -0.017523117271614159 0.0031231929269245643 0.0011044149620990668 -0.022416604781579794 0.0037360139070204534 -0.0019185077420877461 -0.0062855148868843427 -0.018376830314001485 0.0050629255974567258 -0.01384881166741252 -0.0074685488357353353 0.0036179881272623421 -0.0038317357549887869 leaf_weight=1283812 30878 577 2928 505 184 310 160 28 26 93 55 391 445 1020 27 174 468 36 167 350 33 546 213 660 72 76 66 1561 87 226 leaf_count=1283812 30878 577 2928 505 184 310 160 28 26 93 55 391 445 1020 27 174 468 36 167 350 33 546 213 660 72 76 66 1561 87 226 internal_value=1.43865e-05 -0.000342716 -2.79737e-05 -0.00175955 0.00176739 0.00518527 0.00732806 0.00327838 0.000807047 0.00517842 -0.000977375 -0.00210268 -0.000231939 0.00104823 -0.00109707 -0.0029031 -0.00320416 0.000527314 -0.00378266 -0.00508954 -0.00168956 0.0011256 -0.00466825 -0.00438557 -0.00617611 -0.00574822 -0.00126797 -0.00688676 0.00895664 0.0015805 internal_weight=1.32617e+06 42362 34662 7700 3784 830 646 336 2954 308 148 7195 2156 1711 1134 5039 4865 653 4212 2593 1619 792 246 827 2125 2053 416 1637 114 617 internal_count=1326174 42362 34662 7700 3784 830 646 336 2954 308 148 7195 2156 1711 1134 5039 4865 653 4212 2593 1619 792 246 827 2125 2053 416 1637 114 617 cat_boundaries=0 1 cat_threshold=2310 is_linear=0 shrinkage=0.05 Tree=343 num_leaves=31 num_cat=0 split_feature=89 26 13 91 92 99 84 94 85 82 109 83 53 95 21 94 126 104 101 22 35 99 75 6 21 122 90 78 85 7 split_gain=2.16057 4.87549 3.77553 3.38616 6.23607 4.92862 4.94618 5.13566 4.93426 4.75648 4.27348 4.06205 3.99893 4.69441 6.75435 3.99269 4.39836 3.99512 4.14364 4.0996 3.86317 3.76423 4.42596 5.7055 4.35587 4.35165 3.99801 5.70901 3.69227 3.63417 threshold=0.79114130139350902 73.500000000000014 3.054999947547913 -0.97815918922424305 -0.93590453267097462 -0.99181392788887013 0.84691539406776439 0.58874800801277172 0.86104160547256481 255.30149078369143 0.86279597878456127 316.38354492187506 1.325000047683716 -0.69378098845481861 6.6949999332427987 -0.2142243683338165 0.98897820711135875 -0.99945929646491993 -0.51447758078575123 7.1050000190734872 13.84999990463257 -0.94726270437240589 0.67891597747802745 7.3500001430511483 6.2349998950958261 -0.41467745602130884 -0.81314310431480397 3.7949999570846562 0.6635209619998933 10.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 9 10 8 -8 -6 11 -7 13 14 21 16 -15 -17 -19 -20 -9 -5 23 26 -24 -25 27 -23 -14 -10 right_child=1 2 -4 12 5 6 7 20 29 -11 -12 -13 28 15 -16 17 -18 18 19 -21 -22 22 24 25 -26 -27 -28 -29 -30 -31 leaf_value=1.7602282444831041e-05 -0.0150712860229074 -0.012154156225385952 0.0065642684190091796 -0.00067160866460636091 -0.0038246726393699644 0.0073317922538368345 -0.023930798394997656 0.00027940707540520553 0.0011790064006285338 0.021838339922519833 0.025149078707077673 -0.010963124181661342 0.0075825310224113436 -0.00042617968513602316 -0.010871699724982425 0.017071031388782323 0.013729826345418892 -0.019749711286276578 -0.0033161463375238655 -0.022842721933765072 0.026782151143997908 0.00011001371685415508 -0.0058533905679812133 0.028913224454351752 0.016387154773942061 0.0089248179422937481 0.0023040708434672354 0.032714560615091488 -0.0038166939097682971 -0.019561321860938161 leaf_weight=1321156 61 67 166 257 25 193 38 44 97 65 28 36 74 642 82 21 60 45 672 28 20 25 103 56 28 53 202 29 1774 27 leaf_count=1321156 61 67 166 257 25 193 38 44 97 65 28 36 74 642 82 21 60 45 672 28 20 25 103 56 28 53 202 29 1774 27 internal_value=1.36691e-05 -0.00102187 -0.000848977 -0.00110583 0.00227947 0.00396717 0.00196545 -0.0034302 -0.00816767 0.0147097 0.00671026 0.00445574 -0.00162778 -0.000237603 0.00275558 -0.00194013 0.000783735 -0.00443641 -0.00504266 -0.00409721 0.00856151 0.00423956 0.00678426 0.00961384 -0.00109969 0.0191941 0.00553475 0.0176199 -0.00336023 -0.00333703 internal_weight=1.32617e+06 5018 4957 4791 640 573 483 226 162 90 257 229 4151 2303 835 1468 702 766 745 700 64 753 496 365 131 109 256 54 1848 124 internal_count=1326174 5018 4957 4791 640 573 483 226 162 90 257 229 4151 2303 835 1468 702 766 745 700 64 753 496 365 131 109 256 54 1848 124 is_linear=0 shrinkage=0.05 Tree=344 num_leaves=31 num_cat=0 split_feature=93 10 127 106 95 76 115 22 31 119 103 43 16 69 28 82 85 93 61 94 67 22 53 127 88 92 63 126 88 115 split_gain=2.12844 5.62711 4.98667 5.20611 5.56846 5.14691 5.17927 4.48273 4.37981 5.71655 9.4594 4.35695 4.26053 4.18284 4.15154 4.48975 4.02013 3.97738 7.0248 8.32563 6.57181 7.47362 5.55874 6.32003 5.54118 5.5666 6.12725 5.5023 5.69977 5.65498 threshold=-0.9874281883239745 12.949999809265138 0.9170251488685609 -0.12849295139312741 0.32294322550296789 0.90500000119209301 -0.81408452987670887 6.0450000762939462 1015.5499877929689 0.66259482502937328 0.70340570807456981 11.050000190734865 11.120000362396242 232.90274047851565 1016.9500122070314 277.10971069335943 0.80841410160064708 -0.56479567289352406 0.34217154979705816 -0.6561426818370818 8.8249998092651385 5.3650000095367441 1.294999957084656 -0.98897820711135853 0.021021349355578426 -0.25851632654666895 0.49487781524658209 0.99140709638595592 -0.99978971481323231 -0.74892720580101002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -4 -1 -5 13 -11 -3 -9 16 15 -8 -10 18 20 -20 22 -22 23 -2 -19 -26 -27 28 -23 -30 right_child=17 11 5 8 -6 -7 14 12 9 10 -12 -13 -14 -15 -16 -17 -18 24 19 -21 21 27 -24 -25 25 26 -28 -29 29 -31 leaf_value=0.0004378584623214853 -0.0053237093816923473 0.002413166096208627 0.034152672808109359 -0.0071841770403070562 -0.0033041003347691923 0.0011274460806514539 -0.00089843056809443703 -0.001504093924804448 -0.0033867735807832922 0.00027589821442961692 0.039020783859102626 0.018992046878968435 -1.3360299823974497e-05 -0.0075889234113469296 -0.011704436992295087 0.027955999291901082 0.021581669903493354 1.1719645194075413e-06 0.00030435438813319524 -0.00059803858243694596 0.010656519558309078 -0.0094975426932398851 -3.5924356129952158e-05 0.0013739426777596676 -0.00024235051175478464 -0.0030107736003356454 0.0024960370073544751 0.0080962936822569324 0.0027991582212047042 0.00033854518258445438 leaf_weight=10584 361 1185 22 548 1734 2749 26 10780 38 50 23 41 8630 173 22 28 28 1102097 91369 35488 238 117 22462 14482 8333 4321 572 324 4820 4529 leaf_count=10584 361 1185 22 548 1734 2749 26 10780 38 50 23 41 8630 173 22 28 28 1102097 91369 35488 238 117 22462 14482 8333 4321 572 324 4820 4529 internal_value=1.29857e-05 -0.000362688 -0.000477911 -0.000653228 -0.000549182 0.00152884 0.0127885 -0.000389916 -0.0044918 0.000237111 0.0124832 0.0029676 -0.00084129 -0.00350332 0.00660409 0.0140631 0.0072059 2.36661e-05 0.000245866 5.19117e-05 0.000765684 0.00190202 0.000460224 0.00121105 -1.10369e-05 -0.00102838 -0.00236702 0.00168919 0.00146989 0.00160715 internal_weight=1.32617e+06 36661 35435 32588 31728 2847 98 29994 860 312 73 1226 19410 239 76 54 66 1.28951e+06 174190 126857 47333 10028 37305 14843 1.11532e+06 13226 4893 9790 9466 9349 internal_count=1326174 36661 35435 32588 31728 2847 98 29994 860 312 73 1226 19410 239 76 54 66 1289513 174190 126857 47333 10028 37305 14843 1115323 13226 4893 9790 9466 9349 is_linear=0 shrinkage=0.05 Tree=345 num_leaves=31 num_cat=1 split_feature=88 92 116 19 19 65 52 122 79 64 18 114 69 107 136 12 92 95 94 7 76 120 105 66 52 87 79 22 29 30 split_gain=2.94 6.52142 5.99157 5.55014 5.41705 4.90846 4.93414 5.06272 4.88573 6.7911 4.4656 4.40101 4.89157 6.35839 5.16938 5.53511 5.20003 5.00286 4.86096 5.31188 6.08105 5.5845 4.74379 4.68602 4.32023 4.28079 4.86957 4.35422 4.27531 6.005 threshold=1.0000000180025095e-35 -0.18998239934444425 0.89490029215812694 10.405000209808351 6.0650000572204599 16.064999580383304 1.9950000047683718 0.77159520983695995 27.064999580383304 9.3850002288818377 6.9049999713897714 0.66259482502937328 290.56781005859381 -0.99929267168045033 0 3.1650000810623173 0.51666522026062023 0.79145190119743358 -0.034000013023614876 7.5499999523162851 37.585000991821296 -0.026175950653851029 -0.41984336078166956 39.534999847412116 4.2550001144409189 0.87780800461769115 27.454999923706058 5.4649999141693124 1015.9500122070314 1017.9500122070314 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 11 28 6 7 8 9 -6 -8 12 13 -3 -14 18 -17 -15 19 21 24 -16 25 -24 -21 26 27 -20 -4 -30 right_child=1 3 4 -5 5 -7 10 -9 -10 -11 -12 -13 14 17 15 16 -18 -19 22 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=8.2191890213730967e-06 -0.00025520797797709132 -0.012809462555367308 0.0053639584818660326 0.00079455076990117687 -0.00084529517109565926 0.013484297098141959 0.0080968471286310389 0.027490847794847059 0.013146351842854096 0.021197895342974286 -0.0063807501647439174 -0.016882007193909782 -0.01011669027500532 0.0014854056498369032 -0.0069115161128363318 0.017748735346040639 0.00050073773866653984 -0.0057395949237571478 -0.0003162738884267851 0.0057481055542972434 -0.012106057558781826 0.001682707686510791 -0.0011083692899400413 -0.025721622942946856 -0.0090933569664643568 -0.01246249624133282 0.0029299599435576736 -0.01010828938322478 0.039429980448993124 0.0043222360845123027 leaf_weight=1283499 33873 97 67 1607 434 89 66 22 99 38 276 53 265 1504 550 53 249 285 156 452 65 288 584 20 55 306 141 417 29 21 leaf_count=1283499 33873 97 67 1607 434 89 66 22 99 38 276 53 265 1504 550 53 249 285 156 452 65 288 584 20 55 306 141 417 29 21 internal_value=-5.2762e-06 -0.000416114 -0.000135165 -0.00179251 0.00342855 0.00226402 0.00119599 0.00395438 0.00304755 0.000929368 -0.00358683 -0.00254295 -0.00240444 -0.000341597 -0.00348485 -0.00291896 0.0035277 0.000334413 -0.00357027 -0.00142241 0.00229216 -0.00395789 -0.00543511 -0.00192338 0.00413808 -0.0075146 -0.00539408 -0.0074424 0.0136207 0.0246847 internal_weight=1.32566e+06 42161 35014 7147 1141 1024 935 593 571 472 342 5540 5487 1886 3601 3336 302 1789 3034 1410 572 838 1624 604 507 1020 714 573 117 50 internal_count=1325660 42161 35014 7147 1141 1024 935 593 571 472 342 5540 5487 1886 3601 3336 302 1789 3034 1410 572 838 1624 604 507 1020 714 573 117 50 cat_boundaries=0 1 cat_threshold=580 is_linear=0 shrinkage=0.05 Tree=346 num_leaves=31 num_cat=0 split_feature=88 92 116 33 19 7 5 17 54 74 93 12 92 76 82 19 59 91 60 61 84 72 94 74 89 86 120 85 33 54 split_gain=2.65493 5.89087 5.40739 5.09989 5.01189 4.81974 5.36607 4.73221 4.70465 6.7492 4.34722 5.58388 5.86697 5.144 5.01535 5.78141 6.43723 4.97019 4.51035 5.34339 4.554 4.49838 4.28442 4.60584 4.21026 6.20329 4.16511 4.07655 4.97604 5.00138 threshold=1.0000000180025095e-35 -0.18998239934444425 0.89490029215812694 12.84999990463257 10.405000209808351 8.2500000000000018 4.9500000476837167 6.4600000381469735 0.74500000476837169 0.47863224148750311 -0.73462030291557301 3.1650000810623173 0.51666522026062023 37.585000991821296 330.35444641113287 6.0650000572204599 190.68383789062503 -0.97262826561927784 0.30832596123218542 0.31279455125331884 0.8800482749938966 0.77846559882164013 0.94278177618980419 0.43883325159549719 -0.6393509805202483 0.85559028387069713 0.04361772537231446 0.87994188070297252 11.449999809265138 0.2650000005960465 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 5 10 -4 -7 8 -5 -10 21 13 -13 14 17 16 -16 18 19 -12 -21 24 23 -9 25 -3 27 28 -15 -30 right_child=1 4 3 7 -6 6 -8 22 9 -11 11 12 -14 26 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=7.8082299774404951e-06 -0.00024244757910658112 0.00010943723649814212 0.0038080325354696502 -0.0075175009667873384 0.00075482322932265912 0.037408231533217158 0.010676488863100532 -0.011263239942400811 0.022996091877744682 -0.0020641008349643513 -0.0086908759614743765 0.016939629266252282 -0.00013537171663057694 0.0096652661044246118 -0.012962676691157478 -0.0013459580211566463 0.018267730131061966 -0.005161425234301035 0.0083534539329694277 0.01080271877648159 -0.014660233282484114 -0.0069780901235230652 0.014238696187538535 -0.00017145888602000572 0.00060084148304809107 0.035318594955077227 0.0096768577881157399 -0.017425104080312125 0.011085240590618925 -0.016801206345624497 leaf_weight=1283499 33873 29 334 36 1607 22 128 129 69 44 160 61 287 39 21 742 77 2296 134 87 22 194 38 341 1095 22 25 147 20 82 leaf_count=1283499 33873 29 334 36 1607 22 128 129 69 44 160 61 287 39 21 742 77 2296 134 87 22 194 38 341 1095 22 25 147 20 82 internal_value=-5.01621e-06 -0.000395428 -0.000128407 0.00325712 -0.0017036 0.00715177 0.0145971 0.000388014 0.00822335 0.0132381 -0.00241671 -0.00320785 0.00285766 -0.00375582 -0.00321243 0.000161545 0.0115755 -0.0042625 0.000858893 -0.00287446 0.00566341 6.29513e-05 -0.00191015 -0.0032158 0.00125489 0.0152977 -0.00989974 -0.0115991 -0.00552517 -0.0113333 internal_weight=1.32566e+06 42161 35014 1141 7147 484 150 657 149 113 5540 4200 348 3852 3539 840 98 2699 403 269 109 1340 508 470 1146 51 313 288 141 102 internal_count=1325660 42161 35014 1141 7147 484 150 657 149 113 5540 4200 348 3852 3539 840 98 2699 403 269 109 1340 508 470 1146 51 313 288 141 102 is_linear=0 shrinkage=0.05 Tree=347 num_leaves=31 num_cat=2 split_feature=55 63 84 81 136 20 56 70 60 67 116 57 53 33 35 86 38 67 106 35 111 16 33 36 55 93 72 7 136 66 split_gain=2.40146 3.96438 3.44422 3.85891 3.70795 4.77555 3.52455 3.20124 3.19212 3.12459 2.7457 2.72438 3.55305 2.66702 6.43893 7.87821 12.0985 6.79453 6.28466 6.08486 7.26174 9.14454 8.55513 8.90166 8.44039 9.25298 5.9279 5.63639 7.1152 8.20197 threshold=36.854999542236335 0.85738819837570202 0.76910102367401134 292.68423461914068 0 6.0150001049041757 291.42802429199224 269.70352172851568 0.33244140446186071 12.555000305175783 0.28400452435016638 279.50500488281256 15.614999771118166 12.34999990463257 11.84999990463257 0.62728223204612743 14.250000000000002 14.065000057220461 -0.59486714005470265 13.650000095367433 0.86153429746627819 13.344999790191652 14.050000190734865 12.34999990463257 6.0850000381469735 -0.033235529437661164 0.69172963500022899 10.449999809265138 1 6.5650000572204599 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 1 2 left_child=1 13 6 4 5 -4 -2 -7 -5 -3 -8 -12 -13 14 -1 -16 27 18 -18 20 21 22 23 -15 -25 -26 -27 -17 29 -29 right_child=2 9 3 8 -6 7 10 -9 -10 -11 11 12 -14 19 15 16 17 -19 -20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31 leaf_value=-2.7512113651649801e-06 -0.00030152301342988296 5.4666525335218375e-05 -0.013257105367105957 -0.020304869702085854 0.00014443201187498643 0.0050717113374880917 -0.0039575117948763344 0.0014140141700170607 -0.00032320633068753951 0.0014972257949433657 0.0030915959107521 -0.0074924607172709547 -0.0011841833788451576 -0.0016517433286074375 -3.5862966758528805e-05 0.00042310148294924304 0.0041058586067197061 -0.00065653898771358781 0.012568231649692358 4.271035124827797e-05 2.0733453670972428e-05 0.00019032274929634045 -0.0020027527127285962 5.6460597814729399e-05 -0.0026020806051628713 -0.0029380509198635879 9.4539952887282938e-05 0.0066636619112964623 0.00053959790268350179 0.0018095521687419376 leaf_weight=395942 20048 7091 52 20 12277 708 978 3857 31720 7976 360 229 8833 15907 49105 46723 2448 703 241 486782 115661 32622 12449 43993 7293 1898 10673 1283 5083 2705 leaf_count=395942 20048 7091 52 20 12277 708 978 3857 31720 7976 360 229 8833 15907 49105 46723 2448 703 241 486782 115661 32622 12449 43993 7293 1898 10673 1283 5083 2705 internal_value=-4.7654e-06 1.21846e-05 -0.00027195 -1.0863e-05 0.000599615 0.00180576 -0.00068898 0.0019813 -0.000335797 0.000818312 -0.00143588 -0.00117413 -0.0013436 2.322e-06 9.06907e-05 0.00043234 0.000820795 0.00372009 0.00486429 -5.89454e-05 -0.000264704 -0.000529165 -0.000783697 -0.000593435 -0.000329807 -0.00118528 -0.000363328 0.000644533 0.00178508 0.00336276 internal_weight=1.32566e+06 1.24658e+06 79082 48634 16894 4617 30448 4565 31740 15067 10400 9422 9062 1.23151e+06 504233 108291 59186 3392 2689 727278 240496 124835 92213 79764 63857 19864 12571 55794 9071 3988 internal_count=1325660 1246578 79082 48634 16894 4617 30448 4565 31740 15067 10400 9422 9062 1231511 504233 108291 59186 3392 2689 727278 240496 124835 92213 79764 63857 19864 12571 55794 9071 3988 cat_boundaries=0 1 2 cat_threshold=3334 4241 is_linear=0 shrinkage=0.05 Tree=348 num_leaves=31 num_cat=1 split_feature=88 92 78 19 54 110 86 31 52 124 24 82 3 13 103 106 63 22 24 103 136 109 87 79 103 10 106 73 101 93 split_gain=2.38832 5.36053 4.41851 4.79044 4.4077 4.33902 6.93633 4.30725 4.05474 4.73282 4.27373 5.54513 4.36889 4.3306 4.34736 8.6284 5.36738 5.87634 4.3707 5.21553 3.90489 5.30388 7.48031 5.29627 5.20321 4.51091 4.00835 5.31092 3.79938 4.69555 threshold=1.0000000180025095e-35 0.067289896309375777 1.0049999952316286 10.405000209808351 0.87500000000000011 0.74438786506652843 0.88273921608924877 1015.8500061035157 2.6750000715255742 -0.43049471080303187 329.50000000000006 328.66554260253912 358.50000000000006 2.5349999666213994 0.55800968408584606 -0.80232965946197499 0.46670849621295935 6.0450000762939462 315.50000000000006 0.76388075947761547 0 0.86920782923698436 0.80757945775985729 4.4849998950958261 0.68217781186103832 9.5500001907348651 -0.9854021668434142 0.74910494685173046 0.94126343727111828 0.081975590437650694 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 8 -3 28 7 6 -6 -5 9 -2 11 13 -12 20 16 -16 -15 -18 19 -17 -11 23 -23 25 -24 -22 27 -25 29 -4 right_child=1 2 3 4 5 -7 -8 -9 -10 10 12 -13 -14 14 15 18 17 -19 -20 -21 21 22 24 26 -26 -27 -28 -29 -30 -31 leaf_value=7.636601607063809e-06 -0.0012566704238607639 -0.0085583908375140207 -0.0012435277026110565 0.015291068557060647 -0.0038232475929644281 0.0044640398323822564 0.015867906777809065 0.002101122385924793 -0.00073097336934464568 0.0012212116111749247 0.0040240535301897329 -0.0051090995438900413 -0.016696898940090948 -0.0029490639870189926 0.033732123955363229 0.0075942267347792435 -0.0040985343977808951 0.031462632778745434 0.00093564756078359844 0.0317326541444094 -0.0023763712060165631 0.023032571430922601 0.0069804600819393442 0.021879655343946071 -0.018364581382936902 -0.011290097134478858 -7.0889516222738484e-05 -0.007546708441298941 0.0017733409664903495 -0.0046188918035711957 leaf_weight=1283499 3771 228 2368 98 655 331 48 168 16038 7629 1178 431 26 233 31 98 21 26 176 29 1257 57 81 46 27 160 4571 23 532 1824 leaf_count=1283499 3771 228 2368 98 655 331 48 168 16038 7629 1178 431 26 233 31 98 21 26 176 29 1257 57 81 46 27 160 4571 23 532 1824 internal_value=-4.52687e-06 -0.000374817 -0.00172599 -0.00146739 0.00122042 -0.000256258 -0.00247876 0.00696058 -0.000139569 0.000337757 0.00071121 0.000479609 0.00357659 0.000646131 0.00475518 0.00860734 0.000160098 0.0155736 0.00603682 0.0131062 0.000463981 -0.000465698 0.00837836 -0.00070739 0.0006442 -0.00338286 0.000109667 0.0120709 -0.00220705 -0.0027122 internal_weight=1.32566e+06 42161 6252 6024 1300 1034 703 266 35909 19871 16100 14896 1204 14465 614 334 280 47 303 127 13851 6222 165 6057 108 1417 4640 69 4724 4192 internal_count=1325660 42161 6252 6024 1300 1034 703 266 35909 19871 16100 14896 1204 14465 614 334 280 47 303 127 13851 6222 165 6057 108 1417 4640 69 4724 4192 cat_boundaries=0 1 cat_threshold=7203 is_linear=0 shrinkage=0.05 Tree=349 num_leaves=31 num_cat=0 split_feature=18 65 35 31 79 83 135 108 92 69 79 101 57 64 127 94 7 85 117 62 92 84 8 10 87 71 31 96 98 80 split_gain=2.33219 11.3786 7.11419 4.50307 10.3341 9.11116 8.54303 6.93464 7.02734 6.22244 6.08884 5.6466 6.96144 5.27312 4.99088 5.57375 6.11204 6.11278 5.82258 5.74648 5.488 5.58385 5.34895 6.27843 5.36929 5.33828 5.7156 4.92586 4.85796 4.81873 threshold=7.4149999618530282 3.4550000429153447 17.250000000000004 1016.5499877929689 6.1749999523162851 316.38354492187506 1012.0499877929689 -0.21611214429140088 -0.92830097675323475 315.57952880859381 12.364999771118166 -0.90369102358818043 202.07819366455081 3.3750000000000004 0.66259482502937328 0.88278770446777355 4.9500000476837167 0.84172168374061596 -0.46173103153705591 0.36514919996261602 0.57168108224868786 0.89655435085296642 17.44999980926514 9.4499998092651385 0.81442672014236461 306.85275268554693 1014.9500122070314 -0.99729993939399708 -0.43862064182758326 330.30557250976568 decision_type=2 2 2 2 2 2 2 2 2 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 9 6 -1 -6 10 -5 -9 12 -10 29 22 16 19 -18 -17 -16 -20 25 23 -7 -25 -22 28 -26 -27 -13 right_child=-2 2 -4 4 7 14 -8 8 11 -11 -12 13 -14 -15 15 18 17 -19 20 -21 21 -23 -24 24 27 26 -28 -29 -30 -31 leaf_value=9.6049390805477079e-05 -2.9290853102461289e-05 0.0011362922218619809 0.0061979198943943664 -2.7987216879599256e-05 0.0062534558574429177 0.0017448617290398813 -0.004725516733590447 -0.0019023955864539395 -0.0010481058452981261 0.0072182866664491224 0.0041824933451746699 -0.0021167059543851581 -0.018702373497870798 0.0014787716226678602 0.0021175547023697516 -0.027908684241119776 0.0074207550868780649 0.0028405322580939436 0.0025580087498730851 -0.0084316604573882511 0.0025711566070094707 -0.02500642139245482 0.010981224417383577 -0.012593680848683215 0.009957614938188768 0.0053553711735873427 -0.026909750763443298 -0.0022087239880167349 -0.021201121574491624 -0.0053168531313828992 leaf_weight=91709 1160823 18030 722 32317 264 2158 928 848 106 299 798 6327 118 831 343 20 901 3804 513 207 155 34 113 118 88 51 40 1524 26 1445 leaf_count=91709 1160823 18030 722 32317 264 2158 928 848 106 299 798 6327 118 831 343 20 901 3804 513 207 155 34 113 118 88 51 40 1524 26 1445 internal_value=-4.30007e-06 0.000171691 0.00133118 2.28553e-05 -0.000404476 0.00020319 4.77489e-05 -0.00174994 -0.00195168 3.84414e-05 0.00104763 -0.00251097 -0.0103481 -0.00230692 0.0016296 0.00253042 0.00313462 0.00371764 -0.00125399 -0.00185279 -0.000603084 -0.00590256 0.000257538 -5.41327e-05 -0.0022982 -0.00351458 -0.0115769 -0.00154456 -0.00361176 -0.00271169 internal_weight=1.32566e+06 164837 18752 146085 43353 102732 92637 10737 10473 32616 1646 8827 224 8603 10095 6094 5255 4705 839 550 819 306 4001 3888 1730 272 117 1612 77 7772 internal_count=1325660 164837 18752 146085 43353 102732 92637 10737 10473 32616 1646 8827 224 8603 10095 6094 5255 4705 839 550 819 306 4001 3888 1730 272 117 1612 77 7772 is_linear=0 shrinkage=0.05 Tree=350 num_leaves=31 num_cat=0 split_feature=6 4 105 120 78 76 93 91 92 72 35 66 10 58 59 58 85 20 35 38 124 54 113 41 32 15 31 99 103 54 split_gain=2.43892 6.85297 10.7535 10.2034 5.79885 5.53031 7.21044 6.19637 6.61429 5.1955 4.55984 4.45452 5.02199 4.40787 4.48488 4.38875 4.30896 6.90457 7.28805 10.0525 7.48097 6.81058 8.50095 6.95671 6.09918 6.82665 6.76583 6.21019 5.78673 7.87517 threshold=6.6499998569488534 7.6499998569488534 -0.63255050778388966 0.38266885280609136 7.0950000286102304 18.695000648498539 0.15322440862655642 -0.35351842641830439 -0.18998239934444425 0.39817424118518835 8.6500000953674334 47.885000228881843 3.6499999761581425 313.36032104492193 347.59048461914068 311.88749694824224 0.86046734452247631 6.3350000381469735 15.84999990463257 16.650000572204593 -0.21643137186765668 0.18500000238418582 -0.21643137186765668 10.949999809265138 11.250000000000002 3.1149998903274541 1018.3500061035157 -0.46382203698158259 -0.2033400163054466 1.6250000000000002 decision_type=2 2 2 2 2 2 2 2 2 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 9 11 13 8 15 -3 -6 -1 -13 14 -7 -8 -2 18 20 28 -18 22 23 -22 25 26 -24 -28 29 -20 right_child=16 2 -4 -5 10 6 7 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 19 -21 21 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-2.8668863055243543e-06 -1.0292859332171726e-05 0.0056210104469852622 -0.00011826307151160384 -0.0020948029190593991 -0.0021585807881260256 0.001428391503783042 0.0030890502272888629 -0.0031080218530865054 1.5403073903289011e-05 0.0021058712724623388 0.0012138094867032031 -0.0031705355893795447 -0.00042662853687845464 0.0060976884044624605 0.013545140249098276 0.013387564654655407 -0.0035515426665292181 9.5371735245558479e-05 0.018091291853587235 -0.00029709322149015484 0.0018351431937973256 -0.00094768403665873601 -0.0318975580527502 -0.010666331369391532 -0.00049898428950718673 0.011118846010416746 0.0078342135365614112 -0.018537826975001597 0.0025782100158041189 0.0029749764881418423 leaf_weight=804060 324586 1200 26499 2034 1082 9324 839 1433 10419 8477 13614 2259 6369 559 77 118 2528 46774 155 5841 4666 50407 51 114 215 25 34 65 1589 194 leaf_count=804060 324586 1200 26499 2034 1082 9324 839 1433 10419 8477 13614 2259 6369 559 77 118 2528 46774 155 5841 4666 50407 51 114 215 25 34 65 1589 194 internal_value=-6.0943e-06 4.14861e-05 0.000593339 0.00130742 0.00159135 6.53948e-06 0.000775091 -9.51401e-06 0.000380796 0.00254177 0.000965516 -1.49929e-05 -0.00114504 0.00178413 0.00152764 0.00435888 -0.000102765 -0.000369192 -0.000699006 0.000738238 -0.000891422 -0.000770423 0.00095786 0.00153699 -0.00614021 -0.0130709 -0.0171025 -0.00948076 0.00385865 0.00968853 internal_weight=1.32561e+06 888363 52906 26407 24373 835457 22769 12809 11376 9677 14696 812688 8628 9960 9401 957 437244 112658 65884 7779 58105 55577 5170 4780 390 175 150 99 1938 349 internal_count=1325607 888363 52906 26407 24373 835457 22769 12809 11376 9677 14696 812688 8628 9960 9401 957 437244 112658 65884 7779 58105 55577 5170 4780 390 175 150 99 1938 349 is_linear=0 shrinkage=0.05 Tree=351 num_leaves=31 num_cat=2 split_feature=74 63 55 136 37 52 124 56 60 57 129 28 34 8 66 79 52 23 99 71 64 124 136 36 75 68 127 28 31 75 split_gain=2.33603 2.6612 4.52773 4.69563 5.52657 4.71288 4.96203 4.43347 5.63919 4.84023 4.0551 3.80603 3.77311 3.74624 3.56479 4.59865 6.7408 4.27239 5.81649 3.54957 3.54258 8.65605 6.209 5.64124 5.46475 5.11236 5.63116 6.17874 5.12908 5.07787 threshold=0.93780469894409191 0.8352344036102296 20.474999427795414 0 10.34999990463257 23.845000267028812 0.7933231294155122 286.71548461914068 0.58324211835861217 306.73013305664068 218.50000000000003 1021.3500061035157 21.050000190734867 8.3499999046325701 37.944999694824226 24.855000495910648 14.444999694824221 9.0150003433227557 -0.77013686299324025 317.19738769531256 16.125000000000004 -0.62249094247817982 1 8.6500000953674334 0.78796884417533886 310.33218383789068 -0.86159634590148915 1007.3500061035157 1022.4500122070314 0.82793217897415172 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 2 20 4 -4 6 -6 9 11 10 -5 14 -7 -12 -9 16 17 18 -16 -20 -1 25 23 24 -23 -22 27 -27 -29 -24 right_child=-2 -3 3 7 5 12 -8 8 -10 -11 13 -13 -14 -15 15 -17 -18 -19 19 -21 21 22 29 -25 -26 26 -28 28 -30 -31 leaf_value=-1.4999031474526647e-05 -0.0010357010207134917 0.00034927345693240206 0.00080873678262773909 0.0003550451075345002 -0.0028146616466069672 -0.00060207537755906462 -0.00030405716527326225 -0.0020939642922251918 -0.00022485230664344007 0.0043969035435218002 -0.0013139327954493248 0.00051282647757160073 -0.020041653864085674 -0.011965985611826182 -0.0063254597439969841 -0.0020811663580399481 -0.0028197226930583557 -0.03535688781627902 -0.039226534443774393 -0.01330584188597277 -0.00041422185705917845 0.010777303203940393 0.00065287955953377075 0.0011859095646513068 -0.019280071478457221 0.014134791556209553 -0.0012834734842343013 -0.007193877808470907 -0.031779925821518361 -0.00032522606261287297 leaf_weight=1077173 5483 51940 4203 24954 6436 16102 2835 2955 34375 734 243 1099 25 125 95 347 158 27 28 25 14387 20 29104 26268 62 33 1367 593 22 24389 leaf_count=1077173 5483 51940 4203 24954 6436 16102 2835 2955 34375 734 243 1099 25 125 95 347 158 27 28 25 14387 20 29104 26268 62 33 1367 593 22 24389 internal_value=-5.78959e-06 -1.51196e-06 -1.58788e-05 -0.000348323 -0.00087041 -0.00114863 -0.00204694 -0.000111017 -0.000447661 0.000394231 0.000278207 -0.00206555 -0.000632211 -0.00493216 -0.00284509 -0.00610915 -0.0103065 -0.017066 -0.0137291 -0.0269998 1.09696e-05 0.000301611 0.000516528 0.0011446 -0.011949 -0.00074458 -0.00310332 -0.00694241 -0.00807338 0.000206894 internal_weight=1.32561e+06 1.32012e+06 1.26818e+06 94766 29601 25398 9271 65165 39109 26056 25322 4734 16127 368 3635 680 333 175 148 53 1.17342e+06 96245 79843 26350 82 16402 2015 648 615 53493 internal_count=1325607 1320124 1268184 94766 29601 25398 9271 65165 39109 26056 25322 4734 16127 368 3635 680 333 175 148 53 1173418 96245 79843 26350 82 16402 2015 648 615 53493 cat_boundaries=0 1 2 cat_threshold=1668 1045 is_linear=0 shrinkage=0.05 Tree=352 num_leaves=31 num_cat=1 split_feature=86 136 31 30 31 9 39 64 20 60 11 28 55 52 117 33 66 87 37 75 30 42 52 39 73 11 125 110 56 102 split_gain=2.32994 4.93505 4.75028 6.51969 4.65124 4.32157 6.92115 5.74447 13.3568 5.59979 5.60787 5.45868 7.52601 4.95193 4.63422 4.32326 4.58549 4.2943 4.28632 4.20134 4.10886 6.36768 5.09572 6.30367 4.69884 5.30951 4.51635 7.19109 8.01957 6.26993 threshold=0.89783415198326122 0 1012.1499938964845 1017.7500000000001 1006.8500061035157 6.6499998569488534 18.44999980926514 4.4349999427795419 5.8350000381469735 0.4377278089523316 13.650000095367433 1015.2500000000001 0.66500002145767223 1.0549999475479128 0.99535831809043895 9.8499999046325701 8.4250001907348651 0.91426381468772899 19.250000000000004 0.5458950698375703 1014.2500000000001 13.050000190734865 1.9950000047683718 8.7500000000000018 0.85680183768272411 17.650000572204593 0.2503704726696015 0.58463034033775341 148.626579284668 0.54061850905418407 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 4 5 -2 14 9 18 -9 10 11 13 15 -7 -4 -13 -17 -14 19 -8 22 -22 23 -3 26 -26 29 28 -28 -25 right_child=1 20 3 -5 -6 6 7 8 -10 -11 -12 12 17 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=8.755667848292827e-06 -0.0060402387571902635 -0.020568842236839593 -0.0011149439501469103 0.00077977400392094094 0.0012810828686717329 -0.00072191081636656948 0.013801520146137359 0.046721826041836972 0.0046181082518243427 -0.0018347609921041987 0.0014584006920057239 -0.040083636213094 -0.0034789649895597369 -0.006691121248253557 0.014563593970766911 -0.019480375344650577 0.00014740558769050485 -0.015099677470521475 -0.014243361257292607 -0.0040902256530345139 0.00035993454615537002 0.022679470296134242 0.00025006658992927179 -0.002201419258230205 -0.0032068100787961589 0.013736517938408764 0.010851905419235024 -0.0018493748472856392 0.0013841080728361555 0.0030472016948782446 leaf_weight=1267008 238 42 2603 1997 2451 520 51 22 131 1858 261 20 318 1047 48 152 37 106 54 92 23173 32 10776 4829 2851 47 249 1751 2198 645 leaf_count=1267008 238 42 2603 1997 2451 520 51 22 131 1858 261 20 318 1047 48 152 37 106 54 92 23173 32 10776 4829 2851 47 249 1751 2198 645 internal_value=-5.50011e-06 -0.000313734 -0.00121719 -0.00175251 0.000633082 -0.00244335 -0.00335878 0.00340368 0.0106722 -0.0039068 -0.00547114 -0.00629323 -0.0102119 -0.00471027 -0.000831062 -0.0179772 -0.0156379 -0.00638414 -0.00224145 0.00229075 -8.06544e-05 0.000390713 -0.000548369 -0.00123057 -0.00116596 -0.00293202 -0.000636794 0.000596984 0.00234753 -0.00158298 internal_weight=1.32561e+06 58599 12006 9317 2689 7320 4669 350 153 4319 2461 2200 633 1567 2651 209 189 424 197 143 46593 23205 23388 12612 12570 2898 9672 4198 2447 5474 internal_count=1325607 58599 12006 9317 2689 7320 4669 350 153 4319 2461 2200 633 1567 2651 209 189 424 197 143 46593 23205 23388 12612 12570 2898 9672 4198 2447 5474 cat_boundaries=0 1 cat_threshold=1200 is_linear=0 shrinkage=0.05 Tree=353 num_leaves=31 num_cat=4 split_feature=55 63 73 52 136 30 32 81 35 84 32 9 61 58 75 9 34 136 35 136 60 23 23 4 65 95 68 61 111 136 split_gain=2.32087 3.81682 3.45511 4.37038 6.01046 4.88246 4.97662 5.49582 6.19625 5.68528 5.96557 5.1678 5.71302 5.46172 4.68782 4.39009 4.82378 4.32693 4.32434 5.99487 5.90612 4.74675 4.16284 4.17899 4.71876 4.1769 4.07358 6.70477 5.4248 4.57468 threshold=64.520000457763686 0.8352344036102296 0.88731032609939586 3.245000004768372 0 1012.5499877929689 11.84999990463257 320.81988525390631 7.0499999523162851 0.87770614027977001 7.8500001430511483 11.650000095367433 0.69047173857688915 298.65454101562506 0.91949334740638744 10.949999809265138 8.3499999046325701 1 14.150000095367433 2 0.47772249579429632 8.2249999046325701 7.1449999809265146 7.0499999523162851 29.005000114440922 -0.95067632198333729 314.76647949218756 0.62028777599334728 0.3098816722631455 3 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 1 left_child=1 2 -1 4 -4 18 7 9 -9 15 -11 12 13 17 -15 16 -7 -8 21 -20 -21 -6 23 -12 25 -25 27 28 -5 -28 right_child=-2 -3 3 26 5 6 11 8 -10 10 22 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 29 -29 -30 -31 leaf_value=7.6934495665684416e-06 -0.00038543655138848518 0.00052166234466852939 -0.0055636184961836352 0.0060802407939571168 -0.0038108548344668127 -0.0077762897622324833 0.0046903852292808808 -0.022798313715152049 -0.0016730262886949388 0.022120787191752422 -0.0015256160278285453 0.0037715218918611413 0.001195673667733845 -0.0062490127627151436 -0.021699949217339358 -0.007591398030773861 0.0028083364234456742 -0.0028331680957046036 -0.0018062476680383939 0.011008197181189306 -0.0062989509779100231 0.0087015047394789959 0.012722718797946224 0.030650300972841008 -0.00074120113401607215 0.0080580653788498765 -0.0024736860298159536 -0.00021780786000353256 0.001181729488229551 0.00018466259078452513 leaf_weight=1208020 38957 34949 755 674 2685 123 201 38 401 51 296 467 1132 270 60 154 862 2226 891 204 65 78 133 22 168 292 3535 21414 3501 2983 leaf_count=1208020 38957 34949 755 674 2685 123 201 38 401 51 296 467 1132 270 60 154 862 2226 891 204 65 78 133 22 168 292 3535 21414 3501 2983 internal_value=-5.2251e-06 6.28688e-06 -8.10302e-06 -0.000444962 -0.00127796 -0.00097284 -0.000172603 0.0015864 -0.00350164 0.00264953 0.00547967 -0.00119828 -0.00179507 -0.00302304 -0.00905827 0.000259198 0.0014866 -0.00220243 -0.00238201 0.00018001 0.00658151 -0.00345763 0.00454806 0.00315059 0.00602228 0.00964096 -0.000144683 0.000139559 0.00197253 -0.00126059 internal_weight=1.32561e+06 1.28665e+06 1.2517e+06 43681 11574 10819 6896 2540 439 2101 962 4356 3889 2757 330 1139 985 2427 3923 1160 269 2763 911 778 482 314 32107 25589 4175 6518 internal_count=1325607 1286650 1251701 43681 11574 10819 6896 2540 439 2101 962 4356 3889 2757 330 1139 985 2427 3923 1160 269 2763 911 778 482 314 32107 25589 4175 6518 cat_boundaries=0 1 2 3 4 cat_threshold=64 20 6657 770 is_linear=0 shrinkage=0.05 Tree=354 num_leaves=31 num_cat=2 split_feature=93 61 92 89 119 12 19 53 74 126 57 1 8 23 55 62 136 20 9 95 136 79 5 104 39 36 6 62 121 95 split_gain=2.25905 11.1405 7.56665 7.89154 6.43833 6.13632 6.31262 8.56489 7.2708 6.88722 6.00517 6.00009 5.92627 5.86481 5.92345 5.54659 5.35406 5.22253 5.19925 5.27347 9.83313 13.0244 6.70832 9.5913 8.96358 7.69759 7.04853 5.70969 5.19086 5.18646 threshold=-0.6111149489879607 0.32143492996692663 -0.71281388401985157 -0.54703882336616505 -0.73724925518035878 3.3950001001358037 10.405000209808351 2.1950000524520878 0.40913386642932897 0.62249094247818004 198.40934753417972 346.50000000000006 15.449999809265138 7.1649999618530282 4.2449998855590829 0.440009355545044 0 9.1849999427795428 13.34999990463257 0.0055682980455458173 1 9.4549999237060565 5.4500000476837167 -0.80185216665267933 16.650000572204593 14.050000190734865 3.0499999523162846 0.26839047670364385 -0.89490029215812672 -0.96861711144447316 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 4 10 -4 -1 6 7 9 -8 -6 18 17 16 14 -10 -16 -11 -5 19 -3 21 22 24 -24 -21 -25 -26 -22 -15 -18 right_child=-2 2 3 11 5 -7 8 -9 13 12 -12 -13 -14 28 15 -17 29 -19 -20 20 27 -23 23 25 26 -27 -28 -29 -30 -31 leaf_value=-0.00071809312343627265 -3.2511068530665823e-05 -0.00014911306728011966 5.8885405898373672e-05 -0.0014930645652437829 0.00038961915236338771 0.008976946789620497 -0.00083266005216696924 -0.00052279052570876165 0.003227014808222651 -0.0012449879930563415 0.00052650918638162138 0.003525642082780642 0.0090844584495249781 0.0080115473665884514 0.0098067909523924107 -0.00013662379117275792 0.0058348338181209661 0.0052509197111576967 0.0037021831427617663 -0.00031211121312979252 -0.0097278395652838079 -0.0058497493047275596 0.039885889070156298 -0.0035555683669041501 0.042433009855449205 0.03213837459612557 0.004497857143481573 -0.0028184517421003404 0.00015783679571166476 0.0020199458357010275 leaf_weight=5470 1125228 51030 23159 21255 9635 247 1421 9202 2891 1083 59089 636 310 237 723 174 1018 291 840 177 361 222 39 44 25 23 24 1741 1874 7138 leaf_count=5470 1125228 51030 23159 21255 9635 247 1421 9202 2891 1083 59089 636 310 237 723 174 1018 291 840 177 361 222 39 44 25 23 24 1741 1874 7138 internal_value=-4.96679e-06 0.000149708 -4.0609e-05 -0.000586688 0.000880028 0.00112317 0.00106884 0.000731237 0.00237803 0.00133276 0.000177318 -0.0012607 0.00228439 0.00315144 0.00432836 0.00787797 0.00205622 -0.00140198 -0.000201095 -0.000262168 -0.0024343 0.00346307 0.00979463 0.0201725 0.00492712 0.00869758 0.0238525 -0.00398611 0.00103957 0.00249305 internal_weight=1.32561e+06 200379 158956 45341 41423 35953 35706 28386 7320 19184 113615 22182 9549 5899 3788 897 9239 21546 54526 53686 2656 554 332 106 226 67 49 2102 2111 8156 internal_count=1325607 200379 158956 45341 41423 35953 35706 28386 7320 19184 113615 22182 9549 5899 3788 897 9239 21546 54526 53686 2656 554 332 106 226 67 49 2102 2111 8156 cat_boundaries=0 1 2 cat_threshold=516 2560 is_linear=0 shrinkage=0.05 Tree=355 num_leaves=31 num_cat=3 split_feature=39 136 92 4 38 85 60 33 84 14 67 83 111 12 136 16 12 53 95 29 28 109 136 77 39 53 17 31 75 56 split_gain=2.40771 5.62416 6.53907 7.31577 5.2988 6.31017 4.50927 4.22429 9.45228 9.66703 7.48286 10.6603 7.04488 6.58322 5.10677 5.18073 5.0808 6.82559 6.15383 5.05735 4.97455 7.34548 9.81724 11.1247 9.40975 8.34254 9.75324 7.09049 7.77641 6.97197 threshold=13.050000190734865 0 0.38942131400108343 3.0499999523162846 13.250000000000002 0.77031612396240245 0.44607806205749517 13.949999809265138 0.79267975687980663 1.5349999666213991 3.5649999380111699 336.73744201660162 0.74432396888732921 1.3750000000000002 1 9.5450000762939471 0.56499999761581432 0.22500000149011615 -0.20946088433265683 1019.3500061035157 1014.4500122070314 0.14084614068269732 2 1.5549999475479128 15.650000095367433 0.064999999478459372 3.5099999904632573 1014.4500122070314 0.48508083820343023 223.892448425293 decision_type=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 2 left_child=1 2 3 -1 -3 -6 -5 8 -2 13 11 -11 14 16 15 -12 17 18 -10 -16 29 22 23 -22 -25 26 -24 28 -28 -9 right_child=7 4 -4 6 5 -7 -8 20 9 10 12 -13 -14 -15 19 -17 -18 -19 -20 -21 21 -23 25 24 -26 -27 27 -29 -30 -31 leaf_value=-0.012593170967610444 1.9972279232169227e-07 -5.8792014955701339e-05 0.001203320984957806 0.018465396065426909 -1.4435853427452854e-05 -0.0020742121716854343 0.0059811944508079539 -3.0789131139678407e-05 0.0011252131685614588 -0.00098992100667138344 -0.0028653694746249691 0.0098421127744043237 0.0016854340697619033 0.0021934302662552389 0.00044327999231472625 0.0056916010252885283 0.00070037754535001674 -0.00090738475114758165 0.025525254876135963 -0.00073579114382937676 -0.0051885167182355758 -5.2411223809047396e-06 -0.022397491234005432 0.0023747501968495186 0.0080447404599882956 0.00034204682780757475 0.018694287533165491 0.0016755385719451614 0.0051820094461783022 -0.00066180863230963082 leaf_weight=34 213054 535220 1028 138 7653 7232 152 148733 40 13582 228 231 10112 11973 40091 789 24725 103 73 11763 373 198422 31 2789 992 33437 178 445 265 62029 leaf_count=34 213054 535220 1028 138 7653 7232 152 148733 40 13582 228 231 10112 11973 40091 789 24725 103 73 11763 373 198422 31 2789 992 33437 178 445 265 62029 internal_value=3.11984e-06 -7.6727e-05 0.00313231 0.00934938 -8.46693e-05 -0.0010152 0.011922 5.99752e-05 0.00019666 0.000564761 0.000245134 -0.000808773 0.00047627 0.00122971 0.000245008 0.00373648 0.000767079 0.00840228 0.0168881 0.000175776 -3.97889e-05 0.000117407 0.000749347 0.00304233 0.00386235 0.00047108 0.00517096 0.00613337 0.0106113 -0.000216503 internal_weight=1.32592e+06 551457 1352 324 550105 14885 290 774458 326764 113710 76796 13813 62983 36914 52871 1017 24941 216 113 51854 447694 236932 38510 4154 3781 34356 919 888 443 210762 internal_count=1325915 551457 1352 324 550105 14885 290 774458 326764 113710 76796 13813 62983 36914 52871 1017 24941 216 113 51854 447694 236932 38510 4154 3781 34356 919 888 443 210762 cat_boundaries=0 1 2 3 cat_threshold=1024 144 768 is_linear=0 shrinkage=0.05 Tree=356 num_leaves=31 num_cat=5 split_feature=39 136 88 38 91 76 32 136 52 106 96 79 12 78 93 12 69 88 64 31 57 136 76 136 36 27 38 66 136 52 split_gain=2.17296 5.0758 7.66076 4.83006 5.56393 4.02418 8.95734 8.4065 6.40319 5.76019 11.587 6.54479 6.35724 5.67895 5.63782 6.14004 5.62254 7.64811 8.04304 8.65044 5.53251 5.47586 9.52513 5.44101 5.39229 5.08668 4.87126 4.97145 4.83524 5.28349 threshold=13.050000190734865 0 -0.9222295582294463 13.34999990463257 -0.40640696883201594 8.9250001907348651 11.949999809265138 1 24.445000648498539 -0.6380406618118285 -0.75696167349815358 11.75500011444092 3.3249999284744267 5.6150000095367441 0.85591378808021557 2.4750000238418584 297.23121643066412 -0.96751856803894032 10.914999961853029 1018.1499938964845 233.64546966552737 2 33.504999160766609 3 21.250000000000004 293.50000000000006 19.44999980926514 0.45499999821186071 4 3.245000004768372 decision_type=2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 1 2 left_child=1 2 -1 -3 -5 16 7 -7 -9 10 13 -12 14 23 21 25 -2 18 -18 -20 -14 22 -13 -8 28 -16 -11 -28 29 -15 right_child=5 3 -4 4 -6 6 9 8 -10 26 11 12 20 24 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.011267274522319425 4.5950239419976905e-05 -5.9051264093865816e-05 0.0012847268513091314 -0.0021647355236462918 6.4213213086913799e-05 -0.00044030247216570177 -4.350907881857737e-05 0.0031939819559205097 0.00058237717517205852 0.0006359147789929292 0.00016578482751298347 0.00017449266607303253 0.011682820168889836 0.0016822384415326472 -0.030680990027478684 -0.00049176236099952517 -0.00068590018972099112 -0.00024561672231282293 -0.005410377215956593 0.0013273801438384303 0.00042238410367435126 -0.0024394005070785814 -0.012288282926812324 0.0039917023551715499 -0.0076233929575592642 -0.0080191429065878499 -0.0037428605384675082 0.0065091649986267408 -9.7473338888524373e-05 0.00024477062643215713 leaf_weight=232 565248 538877 1120 5899 5329 4077 1473 6489 3677 33615 8111 4287 116 9455 26 334 4759 45477 2312 600 1829 8483 159 1936 221 520 145 641 50733 19735 leaf_count=232 565248 538877 1120 5899 5329 4077 1473 6489 3677 33615 8111 4287 116 9455 26 334 4759 45477 2312 600 1829 8483 159 1936 221 520 145 641 50733 19735 internal_value=2.96385e-06 -7.28906e-05 0.0029757 -8.04358e-05 -0.00110684 5.69764e-05 0.000283855 0.00147916 0.00224716 0.00016381 -1.65197e-05 -0.000988188 -0.00158231 0.000261015 -0.00195927 -0.00583171 -2.80069e-07 -0.000491956 -0.00195236 -0.0040221 0.00109396 -0.00169569 -0.000270599 0.0022597 0.000175999 -0.00909828 0.000726896 0.00461789 0.000197565 0.000710141 internal_weight=1.32592e+06 551457 1352 550105 11228 774458 156062 14243 10166 141819 107418 23865 15754 83553 13809 880 618396 53148 7671 2912 1945 12929 4446 3409 80144 546 34401 786 79923 29190 internal_count=1325915 551457 1352 550105 11228 774458 156062 14243 10166 141819 107418 23865 15754 83553 13809 880 618396 53148 7671 2912 1945 12929 4446 3409 80144 546 34401 786 79923 29190 cat_boundaries=0 1 2 3 4 5 cat_threshold=1024 102 4147 6165 3330 is_linear=0 shrinkage=0.05 Tree=357 num_leaves=31 num_cat=1 split_feature=130 94 130 99 37 74 103 93 54 104 91 132 73 63 54 52 93 67 37 87 132 81 135 37 136 68 35 18 12 52 split_gain=2.13264 3.92196 3.52228 5.77601 4.54545 4.21901 5.48299 5.39921 4.56389 5.85073 4.96528 4.50214 4.16142 4.1208 4.04797 4.03477 4.36171 3.89027 5.65024 8.02782 6.40572 5.97816 4.90617 4.81923 4.61788 4.33994 4.25482 4.13902 3.8647 4.32111 threshold=336.50000000000006 0.92228254675865184 213.50000000000003 -0.9451056420803069 15.34999990463257 0.46621662378311163 -0.62481704354286183 0.76006564497947704 3.054999947547913 -0.96139502525329579 -0.88880494236946095 1016.1499938964845 0.92292723059654247 0.35545112192630773 0.70499998331069957 11.795000076293947 -0.18954125046730039 7.7650001049041757 13.84999990463257 0.83027583360672008 1014.9500122070314 318.94204711914068 1018.8500061035157 13.550000190734865 0 309.53851318359381 11.150000095367433 12.50999975204468 2.7649999856948857 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 2 1 2 2 2 2 2 left_child=2 -2 -1 -4 5 7 -7 -5 9 -8 11 15 17 -6 -15 -10 -17 27 20 -20 -19 -21 23 24 -22 -25 -24 28 29 -11 right_child=1 -3 3 4 13 6 8 -9 10 12 -12 -13 -14 14 -16 16 -18 18 19 21 22 -23 26 25 -26 -27 -28 -29 -30 -31 leaf_value=8.7577887904005818e-06 0.00075284608687189373 0.010635544936738763 -0.0020417051029444984 -0.0028232222769933196 -0.0069589693908074226 0.0074253117833100934 0.017827585584018379 -0.028587955227565201 -0.0061292228666131512 -0.001449512079748277 0.00058759164918751239 -0.00025954245303123192 -0.0098080600402981073 -0.012088813660077257 -0.00084946740255259728 0.02139324898916212 -0.001427214663295496 0.0054479998297836119 0.018833844651388685 -0.00030912977477446702 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359 478 333 277 56 145 1942 1879 1723 internal_count=1325915 6464 1319451 20964 15496 12748 12086 662 11810 3555 8255 3041 3499 2748 2385 1329 456 3420 1478 488 990 359 478 333 277 56 145 1942 1879 1723 cat_boundaries=0 1 cat_threshold=129 is_linear=0 shrinkage=0.05 Tree=358 num_leaves=31 num_cat=2 split_feature=55 63 55 12 18 136 122 56 108 67 70 136 30 107 35 100 62 55 68 32 127 102 79 105 33 68 52 55 127 60 split_gain=2.12811 2.85845 5.77569 7.55708 9.52157 9.21086 7.40267 5.4581 5.28047 5.72429 5.99439 5.05563 4.88122 6.1684 8.13259 5.06503 4.76755 5.57937 8.02412 5.55359 4.73654 6.72679 5.65831 7.20134 4.50757 4.47747 6.93573 4.77882 4.53203 6.66362 threshold=64.520000457763686 0.74372771382331859 11.164999961853029 2.495000004768372 14.039999961853029 0 -0.82409480214118946 291.10638427734381 -0.67060548067092884 31.494999885559086 308.49444580078131 1 1016.9500122070314 -0.76184314489364613 13.949999809265138 0.62734171748161327 0.67850255966186535 21.394999504089359 289.48680114746099 13.84999990463257 0.62249094247818004 0.23515370488166812 12.494999885559084 -0.51300108432769764 14.949999809265138 318.06129455566412 4.2550001144409189 8.5950002670288104 -0.64942333102226246 0.64760890603065502 decision_type=2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 -4 -5 9 -3 -11 25 20 14 15 -14 17 -7 -19 -20 24 -22 -23 -24 -8 28 27 -27 29 -10 right_child=-2 8 3 7 -6 16 12 -9 11 10 -12 -13 13 -15 -16 -17 -18 18 19 -21 21 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=2.5472732583167702e-05 -0.00036113736160332452 -0.0021271363117767558 0.0011060196084249456 0.00072870833251654761 5.5234454136995892e-05 -0.00065044324089904247 -0.0037615419802289082 -0.00039845552493317238 0.0039671892769515462 0.00080282428903355257 0.022630406176904219 0.00091034289719904625 -0.0036706684366576529 -1.6054274904451297e-05 0.0010431337011078943 -0.0098650878082410503 0.00045277917794456061 -0.00027570844889060426 -0.0028546480211772201 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99334 56149 34126 12862 43185 99206 6246 1875 92960 11469 6132 3411 2565 21264 14460 2993 1613 5337 2006 1621 697 3331 63724 1284 208 62440 9991 internal_count=1325915 1286901 1187695 99334 56149 34126 12862 43185 99206 6246 1875 92960 11469 6132 3411 2565 21264 14460 2993 1613 5337 2006 1621 697 3331 63724 1284 208 62440 9991 cat_boundaries=0 1 2 cat_threshold=774 709 is_linear=0 shrinkage=0.05 Tree=359 num_leaves=31 num_cat=0 split_feature=89 115 93 64 35 106 11 56 75 80 120 94 75 74 91 7 23 74 64 85 54 112 1 64 109 102 5 30 22 23 split_gain=2.10144 4.48547 4.25366 4.42666 4.3168 3.74292 3.65322 3.83101 4.49311 4.89469 3.7742 4.5533 3.71498 3.59176 4.13206 3.71502 3.45179 3.7554 4.69182 4.33241 4.84348 5.4729 4.09978 5.88127 3.701 3.5836 4.34845 3.49893 3.27834 3.42011 threshold=0.52478063106536876 0.6755644977092744 0.5143512785434724 35.93499946594239 7.8500001430511483 -0.99931460618972767 3.6499999761581425 303.79260253906256 0.79074490070343029 299.18435668945318 -0.89490029215812672 -0.14926128089427945 0.65953665971755993 0.82525324821472179 -0.86107552051544178 11.34999990463257 4.5750000476837167 0.63281375169754039 14.204999923706056 0.87188550829887401 4.805000066757203 -0.85260769724845875 312.50000000000006 16.345000267028812 0.45690272748470312 0.11650429666042329 9.0500001907348651 1011.7500000000001 5.8849999904632577 6.0050001144409189 decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 7 8 9 -7 11 -8 -11 -2 15 -15 -12 18 25 20 21 24 27 28 -19 26 -18 -21 -24 -30 right_child=1 -3 4 -5 5 6 10 -9 -10 12 16 -13 -14 14 -16 -17 17 19 -20 22 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=8.0861740459629582e-06 2.2186551475914113e-05 -0.010281093564165435 0.013866512334553173 0.011774135467614496 0.012741092214626926 -0.010859435780166841 -0.0017991540900298528 -0.021200853467498924 -0.023069551493972541 -0.0026911685958612656 0.011408308001750328 -0.028113370166430552 0.016945860922537945 0.0038134165485508931 -0.0068425235568054955 -0.018814140856266023 -0.0020220294538712889 0.0058995752411353736 -0.029354663752019408 -0.010930576175451279 -0.012061544003081508 0.010344468374130165 -0.0021086674888391751 0.0058411049086372468 -0.018341048038564622 -0.0073526658721761234 0.021118918143212796 0.012014130994470584 -0.03427619138466461 -0.013113210345618426 leaf_weight=1315688 7852 121 37 77 35 111 35 51 34 69 47 31 37 195 412 20 108 31 20 24 40 215 37 49 32 340 25 54 28 60 leaf_count=1315688 7852 121 37 77 35 111 35 51 34 69 47 31 37 195 412 20 108 31 20 24 40 215 37 49 32 340 25 54 28 60 internal_value=2.53649e-06 -0.000711422 -0.000596844 -0.000160235 -0.00300692 -0.00341956 -0.00380225 -0.00870761 -0.00616915 -0.00352116 -0.00254254 -0.0141589 0.00416327 -0.000268614 -0.00391034 0.00170853 -0.00185184 -0.00243813 -0.00563368 0.000325735 0.0042062 0.00654688 -0.00457104 -0.00884099 -0.00641312 -0.00463068 0.00232777 0.00495422 -0.0145964 -0.0198469 internal_weight=1.32592e+06 10227 10106 8556 1550 1513 1478 302 251 217 1176 66 106 8479 627 215 1110 1063 493 570 318 278 252 174 63 473 133 78 125 88 internal_count=1325915 10227 10106 8556 1550 1513 1478 302 251 217 1176 66 106 8479 627 215 1110 1063 493 570 318 278 252 174 63 473 133 78 125 88 is_linear=0 shrinkage=0.05 Tree=360 num_leaves=31 num_cat=2 split_feature=39 75 79 60 55 35 136 65 95 108 1 4 43 61 76 32 122 35 54 88 53 66 0 4 122 92 93 52 136 110 split_gain=2.44559 6.18212 8.29253 7.37299 6.62274 8.01576 6.48236 7.09065 11.4741 6.90883 6.28336 5.52912 4.88999 4.69976 4.58834 10.4329 7.7326 8.8489 7.33323 7.8566 6.91159 5.67469 5.67311 9.39989 6.78484 6.29714 6.14904 7.95172 8.15692 11.6591 threshold=11.34999990463257 0.77110597491264354 15.194999694824221 0.62252813577651989 2.0349999666213994 7.5499999523162851 0 1.8949999809265139 -0.5090864598751067 -0.99328058958053578 289.50000000000006 4.1499998569488534 10.34999990463257 0.54877069592475902 14.154999732971193 10.84999990463257 -0.53727915883064259 17.750000000000004 7.8450000286102304 -0.6397111415863036 2.1550000905990605 0.58499997854232799 166.50000000000003 1.2500000000000002 -0.16504132002592084 0.96590647101402294 0.9842144548892976 3.4450000524520878 1 0.56014555692672741 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 6 -3 4 5 -4 7 -1 -9 -8 -6 -7 13 -12 -2 18 17 -17 19 -16 21 -19 23 25 -24 26 27 28 29 -18 right_child=14 2 3 -5 10 11 9 8 -10 -11 12 -13 -14 -15 15 16 22 20 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00060670329419753644 -8.9169258778093636e-06 3.6104861212228578e-05 -0.011222038712282797 -0.00029246679417885285 -0.00081101040738006721 -0.0030856385157798072 -0.0054481807644446633 0.0071286075583941455 0.0012415755025013257 -3.6105488350771843e-05 -0.0045933687836394056 0.00028723405415307279 0.0073073710867331597 -0.0016790350765709594 0.0040324570585431613 -0.00037182857931956041 -0.0050902726948023553 -0.0054551218682275084 0.00071712478714670272 -2.7485058769243871e-05 0.00095696799337803323 0.0089109209620286036 0.0004755688764701921 -0.00047670724441376504 0.0019467541014121213 -0.0058193370660451519 -0.005535040441597288 0.00069927849864212283 0.0015042148959355276 0.0081527509156467202 leaf_weight=2520 951621 27735 177 13684 3021 1555 592 1105 3298 150489 4640 5558 102 1971 4166 62375 191 78 12238 1669 1356 579 26018 26302 11215 310 311 7799 2069 1280 leaf_count=2520 951621 27735 177 13684 3021 1555 592 1105 3298 150489 4640 5558 102 1971 4166 62375 191 78 12238 1669 1356 579 26018 26302 11215 310 311 7799 2069 1280 internal_value=2.51689e-06 -0.000151224 -0.000590594 -0.00115662 -0.00185123 -0.000711663 1.12917e-05 0.00150626 0.00271902 -5.73085e-05 -0.00270468 -0.000450122 -0.00355687 -0.00372449 3.25074e-05 0.000282072 0.00013601 -0.000266528 0.00141258 0.00287118 0.00299631 0.00720536 0.000479325 5.17607e-05 0.000918706 0.00121395 0.0014011 0.00159134 0.00355665 0.00638979 internal_weight=1.32602e+06 216447 58443 30708 17024 7290 158004 6923 4403 151081 9734 7113 6713 6611 1.10958e+06 157956 139883 64388 18073 5835 2013 657 75495 38262 37233 11960 11650 11339 3540 1471 internal_count=1326024 216447 58443 30708 17024 7290 158004 6923 4403 151081 9734 7113 6713 6611 1109577 157956 139883 64388 18073 5835 2013 657 75495 38262 37233 11960 11650 11339 3540 1471 cat_boundaries=0 1 2 cat_threshold=35 1408 is_linear=0 shrinkage=0.05 Tree=361 num_leaves=31 num_cat=0 split_feature=108 120 126 42 39 33 52 55 36 135 15 37 82 80 93 61 24 28 38 31 85 7 68 28 128 33 92 52 19 101 split_gain=2.43614 6.68036 5.24583 4.94018 6.81278 10.1612 5.23884 7.54437 7.05999 5.94456 6.90321 8.30955 5.09146 5.37347 5.1025 5.03684 4.98846 4.95051 4.80718 4.46951 4.4666 4.21921 5.01694 6.76546 5.8902 4.18371 4.15835 6.73976 9.3761 5.65223 threshold=-0.74641335010528553 -0.23343648016452787 -0.21643137186765668 7.4500000476837167 11.050000190734865 12.750000000000002 3.1049998998641972 0.62500000000000011 14.84999990463257 1015.4500122070314 1.2649999856948855 13.250000000000002 268.77693176269537 177.95807647705081 0.37362213432788854 0.38257886469364172 310.50000000000006 1009.2500000000001 10.449999809265138 1001.9500122070314 0.74612504243850719 4.0499999523162851 255.03391265869143 1018.7500000000001 128.50000000000003 16.550000190734867 -0.3316215425729751 17.615000724792484 12.50999975204468 0.14984608441591266 decision_type=2 2 2 2 2 2 2 2 2 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 6 18 20 7 -3 26 12 -11 -12 13 -9 -14 25 -7 -17 -5 -1 -6 -15 24 -24 -23 -10 -8 28 -28 -30 right_child=-2 3 -4 4 5 16 8 9 15 10 11 -13 14 21 -16 17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0042792688072950114 1.3178955718852501e-05 0.0030882260934811563 -0.0021910234923322724 0.0068793804445172191 0.00042652248451913448 0.00089545515163038714 0.00052354680558426765 -0.0049996856465583245 0.010432386538569019 -0.027875925247006272 0.0042310568501050467 -0.022563306979187157 -0.010741671466012181 -0.0046073704241312791 0.006340761692719717 -0.0049295139024917297 -0.02369068295423252 0.0022166359992774913 -0.010297285591051067 0.0025578498885994671 0.012037359554442052 -0.0030148874112652041 0.0034564710517998205 -0.0059836221160623551 0.01871647099032998 -0.0012318956634650628 -0.00062341582726563359 -0.00032129718270727055 -0.0026777625624420922 -0.0071621293249867898 leaf_weight=256 1293258 592 871 53 109 1175 4276 1176 287 49 78 46 306 670 51 290 21 1475 176 3606 345 1219 1158 227 32 105 3095 8149 1648 1225 leaf_count=256 1293258 592 871 53 109 1175 4276 1176 287 49 78 46 306 670 51 290 21 1475 176 3606 345 1219 1158 227 32 105 3095 8149 1648 1225 internal_value=2.39162e-06 -0.000423379 0.00131412 -0.000716733 0.00175962 0.00288123 -0.000894643 -0.00224976 -0.000525103 -0.00288026 -0.0119873 -0.00570879 -0.00255467 -0.00209694 -0.00830132 0.00218114 0.000463759 0.00104248 -0.0063219 0.00210464 0.00924974 -0.00106438 -0.00016385 0.00190925 -0.00245901 0.00730803 -0.000842473 -0.00125624 -0.00253285 -0.00458982 internal_weight=1.32602e+06 32766 4733 28033 1879 1650 26154 5604 20550 5012 173 124 4839 4482 357 2157 1196 1765 229 3862 454 3306 2636 1385 1251 392 18393 14117 5968 2873 internal_count=1326024 32766 4733 28033 1879 1650 26154 5604 20550 5012 173 124 4839 4482 357 2157 1196 1765 229 3862 454 3306 2636 1385 1251 392 18393 14117 5968 2873 is_linear=0 shrinkage=0.05 Tree=362 num_leaves=31 num_cat=2 split_feature=39 33 91 55 37 103 30 111 35 52 55 52 1 20 22 136 58 88 78 20 3 23 82 53 125 136 34 30 93 123 split_gain=2.33425 4.73134 8.50626 6.03609 6.15868 5.58644 5.37586 5.68261 5.01169 8.30674 5.38006 8.0225 5.05513 6.6236 4.70048 4.66535 4.61886 7.08868 6.00887 4.54332 4.9392 4.53397 4.42216 10.6972 8.5476 7.74433 7.29978 7.0929 6.99684 9.73395 threshold=13.150000095367433 10.84999990463257 -0.68991276621818531 0.34499999880790716 13.449999809265138 -0.28192977607250208 1010.2500000000001 -0.018105200491845604 11.84999990463257 5.6549999713897714 3.0349999666213994 1.6150000095367434 334.50000000000006 5.9349999427795419 5.5650000572204599 0 232.06227111816409 -0.84506881237030018 24.73499965667725 9.4849996566772479 342.50000000000006 4.5050001144409189 317.69044494628912 2.1550000905990605 -0.63605400919914235 1 12.34999990463257 1013.1499938964845 -0.015559659805148838 -0.36648726463317866 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 1 2 2 2 2 left_child=1 -1 3 5 8 -3 -7 14 9 10 11 16 21 -14 -8 -12 17 -5 -19 20 -6 -10 -2 24 -24 26 27 -26 29 -27 right_child=22 2 -4 4 19 6 7 -9 12 -11 15 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 28 -28 -29 -30 -31 leaf_value=9.5510943126576306e-05 2.8623014111540021e-05 -0.0056016651071230904 1.7009997886390641e-05 -0.0070930631468753809 -0.0022287022590438527 -0.0032729490820075507 0.0027711875377640178 0.0034169685147080841 -0.0060972294602451215 -0.00032248816889342714 0.0022263928376843787 0.00054850642647366697 0.0036563749390109944 0.00023290472129179941 -0.0057037342724024741 -0.0026289950350170998 -0.000992479264059167 -0.0028290362491731787 0.0056508496481956563 0.0014398612231373081 -0.0083119559513479494 -0.00032400986286256302 -0.005572493350479546 6.3323715310444032e-05 -0.0099307565648547001 0.0059286897239137978 -0.0023236711014225798 0.010896388227820795 0.0013122661411654087 0.0014947963347420586 leaf_weight=239713 705938 271 194696 933 4911 460 308 2914 342 34035 516 5697 1776 6910 349 9934 4963 1709 238 783 358 60622 388 34480 51 2642 1578 206 5974 2329 leaf_count=239713 705938 271 194696 933 4911 460 308 2914 342 34035 516 5697 1776 6910 349 9934 4963 1709 238 783 358 60622 388 34480 51 2642 1578 206 5974 2329 internal_value=2.27203e-06 -7.38429e-05 -0.000195854 -0.000496109 -0.000555414 0.00134736 0.00181454 0.00246989 -0.000481538 -0.00082475 -0.00153732 -0.000879511 -0.000195611 0.000932891 -0.00173071 -0.00238963 -0.0019168 -0.00350963 -0.00179246 -0.00211392 -0.00264203 -0.000356397 6.00903e-05 0.0005263 0.00173859 0.00196055 -0.00104529 0.00676338 0.00246321 0.00385133 internal_weight=1.32602e+06 572438 332725 138029 133727 4302 4031 3571 127675 58025 23990 13540 69650 8686 657 10450 7843 2880 1947 6052 5269 60964 753586 47648 13168 12780 1835 257 10945 4971 internal_count=1326024 572438 332725 138029 133727 4302 4031 3571 127675 58025 23990 13540 69650 8686 657 10450 7843 2880 1947 6052 5269 60964 753586 47648 13168 12780 1835 257 10945 4971 cat_boundaries=0 1 2 cat_threshold=1028 4644 is_linear=0 shrinkage=0.05 Tree=363 num_leaves=31 num_cat=1 split_feature=24 63 122 67 43 94 107 36 69 35 91 79 23 61 94 62 85 107 93 57 124 72 59 104 34 136 20 31 33 2 split_gain=2.2585 4.81693 4.4477 5.17551 4.38619 3.66517 3.05653 3.81547 2.95927 2.64648 3.08382 3.63563 2.85314 2.80144 2.57962 2.6755 2.56431 3.95538 2.49969 2.58587 2.98324 2.46632 2.44581 2.39192 4.62546 5.46068 7.67714 6.41519 5.91077 5.55064 threshold=75.500000000000014 0.23086161166429522 0.26722820103168493 0.50499999523162853 7.7500000000000009 0.78613433241844188 -0.79157695174217213 13.84999990463257 161.72990417480472 11.250000000000002 -0.54898017644882191 30.355000495910648 7.6050000190734872 0.23181727528572085 -0.46012265980243677 0.26508088409900671 0.79763299226760875 -0.55002558231353749 -0.85735636949539173 224.40257263183597 0.71322327852249157 0.33388194441795355 198.61365509033206 1.0000000180025095e-35 17.349999427795414 0 5.9549999237060556 1001.9500122070314 15.550000190734865 154.50000000000003 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 1 2 2 2 2 left_child=1 14 3 -3 6 8 18 9 -4 10 11 -8 13 -11 15 -1 -15 -18 -5 20 -20 -9 -21 -2 25 26 -25 -27 -28 -29 right_child=23 2 5 4 -6 -7 7 21 -10 12 -12 -13 -14 16 -16 -17 17 -19 19 22 -22 -23 -24 24 -26 27 28 29 -30 -31 leaf_value=0.0035487592558969155 5.0480430605464562e-06 -0.013672415378923511 0.02891124454538592 0.00011154148714538192 -0.0044770587740981206 -0.0013407166115939617 -0.00070393963662140511 -0.01855762214310324 0.0097014418807791439 0.019113798040896655 0.0047874137216883644 -0.021206305458627898 -0.0089805100292253952 -0.0083889566568864718 -0.00020177483739000212 -0.018065447841839093 0.028071855990724134 0.0058408159842952764 0.034572773833166474 0.022832804157034214 0.010654794268339174 -0.0018516123717330826 0.0052123556010438693 -0.0043211039269708861 -0.005940408913850323 0.01900163372338284 -6.9370142526636619e-05 0.0014563963422854454 -0.010544132923693966 -0.0032324333904426798 leaf_weight=22 1311761 51 22 71 188 73 85 26 226 50 164 29 26 27 1592 41 22 221 22 23 32 147 137 1726 411 48 4331 3543 139 768 leaf_count=22 1311761 51 22 71 188 73 85 26 226 50 164 29 26 27 1592 41 22 221 22 23 32 147 137 1726 411 48 4331 3543 139 768 internal_value=2.15828e-06 0.00130917 0.00322787 0.00194509 0.00257225 0.00850686 0.00379709 0.00220794 0.0114055 0.00402951 0.000396828 -0.00591945 0.00694825 0.00824247 -0.000594463 -0.0105176 0.00622926 0.0078535 0.00824113 0.0109383 0.0203992 -0.00436234 0.0077453 -1.09955e-06 -0.000736479 -0.000533844 -0.00148635 0.000821603 -0.000395095 0.000621086 internal_weight=1.32602e+06 3297 1642 1321 1270 321 1082 797 248 624 278 114 346 320 1655 63 270 243 285 214 54 173 160 1.32273e+06 10966 10555 6196 4359 4470 4311 internal_count=1326024 3297 1642 1321 1270 321 1082 797 248 624 278 114 346 320 1655 63 270 243 285 214 54 173 160 1322727 10966 10555 6196 4359 4470 4311 cat_boundaries=0 1 cat_threshold=914 is_linear=0 shrinkage=0.05 Tree=364 num_leaves=31 num_cat=1 split_feature=136 100 0 14 60 12 17 64 2 4 39 36 23 20 36 108 4 62 20 36 108 27 52 111 110 5 40 38 64 103 split_gain=2.16361 8.34301 21.2539 12.8499 16.5439 10.9498 10.5967 10.3506 10.2253 12.8753 9.36992 11.7044 9.55044 10.5219 8.36201 8.31545 8.53592 8.10082 9.4277 8.72744 8.45844 7.23955 7.22297 7.53954 7.17802 6.94271 6.957 6.74336 6.65019 6.56995 threshold=0 0.64597296714782726 159.50000000000003 1.3750000000000002 0.47534126043319708 1.1950000524520876 6.9049999713897714 6.055000066757203 285.50000000000006 3.6499999761581425 20.150000572204593 19.150000572204593 6.5650000572204599 5.2550001144409189 11.550000190734865 0.72890904545784008 3.0499999523162846 0.42120112478733068 5.6349999904632577 14.750000000000002 0.50483849644660961 194.50000000000003 1.3849999904632571 0.051357550546526916 0.25452877581119543 7.4500000476837167 5.6499998569488534 19.250000000000004 0.67500001192092907 0.5994701385498048 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 5 4 10 7 -5 14 9 -8 11 12 17 21 -1 16 -15 18 25 -20 -21 -14 -16 -24 -3 26 -4 28 -7 -18 right_child=-2 24 3 6 -6 27 8 -9 -10 -11 -12 -13 13 15 22 -17 29 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.028496515869416972 -2.6501028487784945e-05 0.0042298097714091563 0.011093862653485718 0.0032320311041095385 3.2953402300188789e-05 -0.01199632905534995 0.00030080893790867202 -0.011900445112789922 6.5731966532978176e-05 0.0042027402996052598 0.011874223077569485 -0.0040069012978855281 0.034042725465057981 0.0030669678081602834 -0.008510577019790487 -0.00036163835388703909 0.0072134733398020248 -0.0015786644601992674 -0.004954924910325207 0.018899077354896682 0.0019201396824921173 0.011816547682069037 0.0057064966147920256 -0.0024278757811335401 -0.00014622189005938593 0.0021039682263757904 -0.003157338450096317 -0.0036363774199274427 5.0119885182838628e-05 0.015632524239779663 leaf_weight=22 1105170 944 731 3830 4221 115 4825 301 31733 3763 353 481 46 1153 427 560 1279 1004 457 83 631 180 319 2662 128129 532 97 1327 30366 283 leaf_count=22 1105170 944 731 3830 4221 115 4825 301 31733 3763 353 481 46 1153 427 560 1279 1004 457 83 631 180 319 2662 128129 532 97 1327 30366 283 internal_value=2.05037e-06 0.000144918 0.00050936 0.00111419 0.0025584 -0.000447814 0.00071869 -0.00301039 0.000479953 0.00201052 0.00391289 0.00353903 0.00405489 0.00590593 -0.00223024 0.00518587 0.00633011 0.00222164 0.00372916 0.000440505 0.00389388 0.0163405 -0.00242859 -0.00155741 -0.000114217 0.00656078 0.00942434 -0.000147231 4.67054e-06 0.00873882 internal_weight=1.32602e+06 220854 91781 56242 12091 35539 44151 3731 40321 8588 7870 7517 7036 3501 3430 3275 2715 3535 2531 1171 714 226 3408 2981 129073 1360 828 31808 30481 1562 internal_count=1326024 220854 91781 56242 12091 35539 44151 3731 40321 8588 7870 7517 7036 3501 3430 3275 2715 3535 2531 1171 714 226 3408 2981 129073 1360 828 31808 30481 1562 cat_boundaries=0 1 cat_threshold=1280 is_linear=0 shrinkage=0.05 Tree=365 num_leaves=31 num_cat=1 split_feature=19 64 92 19 96 136 54 57 0 84 75 64 40 129 35 5 23 92 10 52 12 133 8 126 13 17 126 14 35 29 split_gain=2.5671 7.56492 6.82757 6.68041 11.0183 12.7761 13.5413 7.70575 6.9419 6.67681 6.63309 9.35239 8.34765 6.58326 6.46783 7.20004 6.24916 6.06739 5.87037 7.61696 5.99248 5.8649 5.8603 10.8617 7.47539 7.96604 8.02911 6.68822 5.79697 6.08511 threshold=9.5450000762939471 16.125000000000004 -0.48718407750129694 11.775000095367433 -0.8349657654762267 0 1.9550000429153445 199.132926940918 170.50000000000003 0.6981438696384431 0.60807350277900707 0.7150000035762788 8.4499998092651385 262.50000000000006 16.250000000000004 9.5500001907348651 4.2049999237060556 0.82348772883415233 9.0500001907348651 0.19500000029802325 2.2250000238418584 1016.8500061035157 4.4500000476837167 0.36648726463317877 1.1150000095367434 11.120000362396242 -0.13052122294902799 2.1950000524520878 10.750000000000002 1009.3500061035157 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 10 -3 4 5 -2 7 14 -8 -9 13 16 18 -1 15 -7 -12 -14 20 28 -13 -21 -10 24 25 26 -24 -25 -20 -30 right_child=3 2 -4 -5 -6 6 8 9 22 -11 11 12 17 -15 -16 -17 -18 -19 19 21 -22 -23 23 27 -26 -27 -28 -29 29 -31 leaf_value=-7.7667390628890773e-06 9.6628864134015941e-05 0.0023303381755756972 0.00032540962191643873 -3.6416548283034586e-05 4.2930942946253053e-05 -0.0015251824248113098 -9.385367617675417e-06 0.010684120496540392 0.00015555683976542899 0.0035568607909881819 0.0037558013960349609 -0.00012181826976150002 -0.0020093667963995911 -0.0025013591985595229 0.0075484908867994669 0.0090358215469207737 -0.0024276791096195494 -0.010053348060225085 -0.0020401792062308501 -0.0011886247386316247 0.0017068317455610337 0.0050937275632453802 0.041100362640653934 0.002092255745964449 0.0039464257430173125 0.0049047980286345333 0.0063117823942942797 -0.00029993334608545473 -0.0036512924815539807 0.0047217625820869646 leaf_weight=292820 42150 5224 22688 625517 187003 1729 13631 347 6568 6196 431 57309 4282 2671 284 178 7861 248 675 25455 4860 377 43 8494 3181 85 27 4454 256 1424 leaf_count=292820 42150 5224 22688 625517 187003 1729 13631 347 6568 6196 431 57309 4282 2671 284 178 7861 248 675 25455 4860 377 43 8494 3181 85 27 4454 256 1424 internal_value=5.91782e-06 -9.51089e-05 0.000700651 5.38083e-05 0.000259506 0.000723069 0.00130671 0.00307543 0.000883636 0.00393485 -0.000150822 -0.000495966 -0.000355243 -3.03068e-05 0.000508949 -0.000539415 -0.00210628 -0.00244974 -0.000250235 -0.000848766 2.11346e-05 -0.00109694 0.00141632 0.00192483 0.00446889 0.0151912 0.0276819 0.00126936 0.00187343 0.00344587 internal_weight=1.32647e+06 426581 27912 899887 274370 87367 45217 8734 36483 6543 398669 103178 94886 295491 2191 1907 8292 4530 90356 28187 62169 25832 22852 16284 3336 155 70 12948 2355 1680 internal_count=1326468 426581 27912 899887 274370 87367 45217 8734 36483 6543 398669 103178 94886 295491 2191 1907 8292 4530 90356 28187 62169 25832 22852 16284 3336 155 70 12948 2355 1680 cat_boundaries=0 1 cat_threshold=2288 is_linear=0 shrinkage=0.05 Tree=366 num_leaves=31 num_cat=1 split_feature=124 94 54 136 16 79 92 52 62 63 93 123 73 0 26 121 66 85 115 33 72 91 31 83 59 6 107 96 103 76 split_gain=2.46953 5.44092 10.4295 5.67998 6.46478 5.78551 5.3668 6.7837 5.21271 5.15158 5.87158 4.90654 4.85542 4.8279 4.75955 5.82765 6.00106 7.31497 6.55768 6.1792 5.39764 4.75956 4.63331 6.5364 4.54419 4.52844 5.22112 4.51885 4.47083 4.42838 threshold=0.9238443672657014 -0.28485339879989618 0.66500002145767223 0 7.4149999618530282 11.175000190734865 -0.92830097675323475 2.5449999570846562 0.7130161225795747 0.50529098510742199 -0.92885217070579518 0.8038262426853181 0.43003030121326452 17.500000000000004 349.50000000000006 -0.44618082046508784 1.2549999952316286 0.82760611176490795 -0.23343648016452787 14.449999809265138 0.80394890904426586 -0.37466120719909662 1015.5499877929689 331.23062133789068 210.56484985351565 8.8499999046325701 -0.9782329499721526 0.25673778355121618 0.24872884899377826 10.215000152587892 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 8 4 9 6 -6 11 14 10 12 13 -4 -8 15 -2 22 19 20 -18 21 29 23 25 -14 26 -17 -3 -16 -19 right_child=1 27 3 -5 5 -7 7 -9 -10 -11 -12 -13 24 -15 28 16 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.0205769298955252e-05 9.83871579987665e-05 7.7355360956827518e-05 0.034019171296117395 -2.0396571373050123e-05 0.00012848871618535398 -0.0013038379440463179 -0.013361868746757793 0.005766188578841612 0.029166320778094813 -0.0020578336958014579 0.0059449566384379678 0.014831212390951502 0.00098350235238307869 6.4150823096116615e-05 0.016182234307581728 0.013396649559338889 0.010926754009425587 0.016233948944233134 0.017870905370959502 0.030613110193775762 -0.0043711083387678266 -0.0016423612432438673 -0.00096322722254027688 0.02783002429915702 0.025327974819164312 0.02145354583626613 -0.005057592688498494 -0.012539825714390045 -0.0080641068045848186 0.0051688545870340686 leaf_weight=1160187 690 143163 39 14602 1513 1471 78 1547 20 108 240 48 41 473 22 57 349 128 88 45 171 161 489 34 36 32 117 71 140 308 leaf_count=1160187 690 143163 39 14602 1513 1471 78 1547 20 108 240 48 41 473 22 57 349 128 88 45 171 161 489 34 36 32 117 71 140 308 internal_value=5.62196e-06 0.000185829 0.000898847 0.000499215 0.00185228 0.0013444 0.00240905 0.00401692 0.00372977 0.00750737 0.0104092 -0.000500808 0.0196455 -0.00183645 0.00355007 0.00405516 0.00543473 0.00753739 0.00494242 0.0131752 0.00346103 0.00570441 0.00182934 0.00751919 0.0123653 0.00416691 0.000987763 7.11011e-05 -0.00477139 0.00841732 internal_weight=1.32647e+06 166281 23047 20196 5594 5130 3659 2146 2851 464 356 599 116 551 2831 2669 1979 1250 856 394 768 597 729 240 77 206 174 143234 162 436 internal_count=1326468 166281 23047 20196 5594 5130 3659 2146 2851 464 356 599 116 551 2831 2669 1979 1250 856 394 768 597 729 240 77 206 174 143234 162 436 cat_boundaries=0 1 cat_threshold=5888 is_linear=0 shrinkage=0.05 Tree=367 num_leaves=31 num_cat=1 split_feature=6 76 108 4 110 136 14 40 79 37 37 98 121 9 69 124 40 68 29 86 20 35 37 27 54 94 30 36 65 7 split_gain=2.36887 6.52928 5.41207 6.7921 11.0452 15.8856 7.87982 10.6698 6.37152 7.82868 6.69529 8.56247 6.12012 5.88842 5.48937 5.28751 5.2474 5.09503 5.15398 5.01533 6.79374 7.29391 7.799 8.05196 6.55654 6.92978 6.19496 9.04236 6.32902 5.97458 threshold=6.6499998569488534 24.654999732971195 -0.67060548067092884 6.9500000476837167 0.77951484918594371 0 1.0249999761581423 12.949999809265138 30.855000495910648 14.050000190734865 17.050000190734867 -0.88762837648391713 0.43049471080303198 9.3499999046325701 252.36200714111331 0.35019405186176306 6.2500000000000009 326.96221923828131 1014.3500061035157 0.84848043322563182 6.5350000858306894 15.84999990463257 16.650000572204593 338.50000000000006 1.9950000047683718 -0.070959106087684617 1021.5499877929689 9.5500001907348651 0.40500000119209295 10.34999990463257 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 8 -4 5 6 7 13 9 -1 11 -11 16 -5 -15 -14 -8 -6 -19 -2 21 26 -23 -24 25 -22 29 28 -28 -21 right_child=19 -3 3 4 17 -7 12 -9 -10 10 -12 -13 15 14 -16 -17 -18 18 -20 20 24 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0021387864954199205 2.1944854807212205e-05 0.0012155463421966858 8.324885939656196e-06 0.0079316424438694143 -3.4490246021838464e-05 0.0005527045905231537 0.0035222580560843571 -0.0039179549350713688 0.0031629630236780074 -0.00014144331459045898 -0.0029183093324288527 0.0051150643590573653 -0.005574700982699363 0.030502432818344284 0.010513135102613792 0.0086451562168666073 0.00022239837830263678 -0.01342192905900633 -0.0019350810775615496 -0.0012027671855043059 0.0043761646221485697 0.0029915100794541249 -0.00036966055666061762 0.015202044493829212 -5.9663904540671749e-05 0.00037082737271017669 -0.028226563844967772 0.0019761017886858689 -0.0034719189995637417 -0.00020886498951723921 leaf_weight=8356 305090 11901 784899 560 38153 30071 5794 165 889 2603 1168 1103 379 62 77 79 1521 137 340 48852 1774 2638 7097 84 43667 2760 27 3733 591 21898 leaf_count=8356 305090 11901 784899 560 38153 30071 5794 165 889 2603 1168 1103 379 62 77 79 1521 137 340 48852 1774 2638 7097 84 43667 2760 27 3733 591 21898 internal_value=5.34086e-06 5.22724e-05 3.6475e-05 5.23751e-05 0.000499439 0.00109637 0.00298512 0.00751843 -0.000934533 -0.00120987 0.000382674 0.00142303 0.00248506 0.010218 0.0194292 -0.00312193 0.00283612 -9.86963e-05 -0.00523424 -8.97897e-05 -0.000345866 -0.000614972 0.000666574 -0.00018751 0.000128243 0.00193798 -0.000782527 0.00104867 -0.00455343 -0.000895142 internal_weight=1.32647e+06 888257 876356 862237 77338 38708 8637 864 14119 13230 4874 3706 7773 699 139 458 7315 38630 477 438211 133121 84920 9819 7181 48201 4534 75101 4351 618 70750 internal_count=1326468 888257 876356 862237 77338 38708 8637 864 14119 13230 4874 3706 7773 699 139 458 7315 38630 477 438211 133121 84920 9819 7181 48201 4534 75101 4351 618 70750 cat_boundaries=0 1 cat_threshold=1328 is_linear=0 shrinkage=0.05 Tree=368 num_leaves=31 num_cat=2 split_feature=19 64 60 19 96 136 54 93 20 104 40 65 117 75 64 40 80 34 83 12 91 31 115 53 92 54 83 78 136 98 split_gain=2.26935 6.65451 6.79213 6.01245 9.93643 11.5032 12.1996 7.09997 6.6804 8.28209 9.2401 8.59059 6.16532 5.91953 8.43211 7.58016 6.00969 8.22332 6.40283 10.4351 6.23455 6.19836 6.73285 5.80497 12.1849 9.2503 7.80717 7.99956 7.28392 6.73275 threshold=9.5450000762939471 16.125000000000004 0.54009971022605907 11.775000095367433 -0.8349657654762267 0 1.9550000429153445 -0.98357090353965748 7.1549999713897714 -0.88691407442092884 12.650000095367433 3.6350001096725468 0.87878364324569713 0.60807350277900707 0.7150000035762788 8.4499998092651385 330.30557250976568 11.550000190734865 266.48332214355474 0.56499999761581432 -0.16002533584833142 1008.8500061035157 -0.99687939882278431 1.0149999856948855 -0.087350349873304353 2.0349999666213994 312.78816223144537 2.1149998903274541 1 -0.62077561020851124 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 1 2 left_child=1 13 -3 4 5 -2 7 -7 9 10 11 -8 -9 23 16 -16 18 -18 20 -20 -15 22 -21 24 26 -26 28 -28 -1 -25 right_child=3 2 -4 -5 -6 6 8 12 -10 -11 -12 -13 -14 14 15 -17 17 -19 19 21 -22 -23 -24 29 25 -27 27 -29 -30 -31 leaf_value=-0.0032081963658997176 9.1047392851525044e-05 0.0013229870121045267 -0.0002562479724376112 -3.5493722158128409e-05 3.9576833838237148e-05 -0.0016215256836465053 0.0090847053949937619 0.0032474240046228703 0.00025501324768932354 0.00090881827702156035 0.033797665044665338 0.0024418753528122261 0.019750806941699825 -0.0029229540758209452 -0.00023453347317716172 -0.0023304912580109282 -0.023173650437727192 -0.0031351055782335192 0.0087320021943565803 0.032200722785099695 -0.010232059914267873 -0.0017584237284835769 0.0037316785996919059 -0.00022906131817583992 -9.311273842240819e-06 -0.0065795583191962511 -0.0062583075837354387 0.0034779884244865462 0.0010458766553818007 -0.0016632848957573892 leaf_weight=1088 42150 16131 11781 625517 187003 784 560 7893 20947 11233 25 3718 57 1521 90356 4530 78 149 264 23 361 5682 214 43179 223617 537 221 4648 12105 10096 leaf_count=1088 42150 16131 11781 625517 187003 784 560 7893 20947 11233 25 3718 57 1521 90356 4530 78 149 264 23 361 5682 214 43179 223617 537 221 4648 12105 10096 internal_value=5.07402e-06 -8.99133e-05 0.000656429 5.01017e-05 0.000245245 0.000685462 0.00123926 0.00291807 0.000837699 0.00162333 0.00348856 0.00331144 0.00336575 -0.000142167 -0.000468218 -0.000334598 -0.00199725 -0.0100206 -0.00177142 -0.000994165 -0.00432497 -0.00142797 0.0064945 -2.83181e-05 7.56161e-05 -2.50514e-05 0.00132493 0.00303607 0.000693413 -0.000500857 internal_weight=1.32647e+06 426581 27912 899887 274370 87367 45217 8734 36483 15536 4303 4278 7950 398669 103178 94886 8292 227 8065 6183 1882 5919 237 295491 242216 224154 18062 4869 13193 53275 internal_count=1326468 426581 27912 899887 274370 87367 45217 8734 36483 15536 4303 4278 7950 398669 103178 94886 8292 227 8065 6183 1882 5919 237 295491 242216 224154 18062 4869 13193 53275 cat_boundaries=0 1 2 cat_threshold=2288 276 is_linear=0 shrinkage=0.05 Tree=369 num_leaves=31 num_cat=0 split_feature=107 16 55 95 31 12 34 52 34 67 54 2 120 39 28 34 54 35 88 20 79 34 27 53 34 38 4 60 98 79 split_gain=2.09815 4.53454 3.9662 4.01971 4.33587 6.31924 3.86791 3.81952 5.65461 4.92717 3.95183 4.37531 4.40504 3.80867 3.34335 3.20967 3.05727 3.2343 4.84211 3.15538 2.73245 2.70267 2.92195 2.69208 3.08546 2.67324 2.61314 3.94904 3.7673 3.22096 threshold=1.0000000180025095e-35 3.6349999904632573 1.8750000000000002 -0.45822231471538538 1017.4500122070314 1.0649999976158144 9.2500000000000018 3.245000004768372 12.150000095367433 2.6049998998641972 1.9149999618530276 116.50000000000001 -0.52247866988182057 9.5500001907348651 1020.1499938964845 15.750000000000002 0.78499999642372142 11.250000000000002 -0.62578403949737538 6.0150001049041757 5.7650001049041757 14.550000190734865 290.50000000000006 1.1150000095367434 14.34999990463257 10.750000000000002 8.2500000000000018 0.37294259667396551 -0.46278131008148188 34.725000381469734 decision_type=2 2 2 2 2 2 2 2 2 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 20 -3 8 9 -4 -10 21 -13 -7 -6 23 17 19 -19 -16 -5 22 -12 24 25 -15 27 29 -28 -9 right_child=1 2 7 4 14 13 -8 26 10 -11 11 12 -14 15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=1.0714186921330988e-05 -0.02193744292855257 0.025301596848294139 -0.0084953272176614743 -0.007840624051944663 0.0070428401348879566 -0.022186116483062509 0.0030989055352750256 0.0031019418874140164 -0.0008547377292294115 0.0054713239415970305 0.0071000125075496058 -7.3012086284777864e-05 -0.012052214560208956 0.0070470855912057361 -0.022285562855679366 -0.012556058486028091 0.0040955442822151406 -0.0094122546839348065 0.012811405714168106 0.001089332163841887 -0.02240698589012027 -0.0075799976915328048 -0.010408911015838386 0.0042329075275414135 0.014313430072312864 -0.0070370522664340036 -0.0032856685338961294 -0.00040344749009068795 0.0014646453825213287 0.016652302998297203 leaf_weight=1314914 25 20 83 120 250 20 1021 280 358 264 103 94 418 41 42 47 170 57 43 22 44 108 31 303 24 189 1665 5103 557 52 leaf_count=1314914 25 20 83 120 250 20 1021 280 358 264 103 94 418 41 42 47 170 57 43 22 44 108 31 303 24 189 1665 5103 557 52 internal_value=4.81954e-06 -0.000666026 -0.0006199 0.00118264 -0.000594972 -0.00301474 0.00352547 -0.00109703 -0.00344166 0.0021306 -0.00518049 -0.00723435 -0.00985291 -0.000719289 0.00267006 -8.46658e-06 -0.000602976 -0.00547339 0.000143919 -0.0142504 -0.0117487 -0.00169428 0.00304944 0.00105031 -0.00274626 -0.0045264 -0.000650276 -5.96742e-05 -0.00209488 0.00522429 internal_weight=1.32647e+06 11554 11529 2413 1372 788 1041 9116 1459 347 1112 754 512 624 584 604 334 164 100 64 164 242 134 557 254 230 7657 5435 2222 332 internal_count=1326468 11554 11529 2413 1372 788 1041 9116 1459 347 1112 754 512 624 584 604 334 164 100 64 164 242 134 557 254 230 7657 5435 2222 332 is_linear=0 shrinkage=0.05 Tree=370 num_leaves=31 num_cat=1 split_feature=39 136 83 54 23 88 8 76 57 62 8 28 34 7 120 90 35 22 69 80 72 52 118 103 53 27 33 74 85 95 split_gain=2.39426 6.13679 7.72402 8.51026 6.14436 4.4192 6.79826 5.97758 5.5368 4.51362 4.3862 4.3444 3.9148 3.90306 3.84362 3.7132 3.68954 6.49109 6.55032 4.48649 4.87095 3.50354 3.90349 3.95434 3.36605 4.60694 5.09032 4.27833 4.21222 4.28697 threshold=9.3499999046325701 0 308.42919921875006 0.2650000005960465 4.7349998950958261 -0.51055574417114247 11.949999809265138 36.664999008178718 213.98255920410159 0.41519375145435339 17.050000190734867 1011.3500061035157 10.250000000000002 15.750000000000002 -0.70088258385658253 -0.68560004234313954 11.750000000000002 6.1849999427795419 312.04423522949224 333.41575622558599 0.84179425239562999 5.8150000572204599 0.90255093574523937 0.68534591794013988 0.14500000327825549 324.50000000000006 10.949999809265138 0.65479895472526561 0.8805004656314851 -0.25636707246303553 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 16 5 12 -5 6 11 8 -8 10 -9 -3 -4 15 -11 -6 19 -18 -19 -1 24 22 23 -13 27 -26 -27 -21 29 -28 right_child=-2 2 3 4 13 -7 7 9 -10 14 -12 21 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 -25 25 26 28 -29 -30 -31 leaf_value=-3.3857821409909306e-05 9.6360746906767804e-06 0.0058050038488281358 -0.010764335130375845 0.017430705565493556 -0.008209243348704362 0.00032627739819931145 0.018437217643054633 -0.020374142431582396 0.0026206658016333251 -0.01551512030282003 0.0050317667748617095 -0.0065704650622253813 -0.031117818149782362 0.0045302432558873632 0.0029097986915947861 -0.0020254326700937168 0.0079331357956648439 0.0013405657456930658 -0.020803616940975191 0.01328784259528203 0.01850083870408328 -0.00099235812664353316 0.01448509225710517 -0.02100077432021499 -0.012440505393061529 0.0017906034943139691 -0.024819468911737204 -0.0076762496576541 -0.021828214782198856 0.0010945206183845862 leaf_weight=20639 1297430 93 54 32 606 2860 65 65 372 34 23 940 42 102 169 405 363 163 42 53 23 342 21 50 202 220 20 45 51 79 leaf_count=20639 1297430 93 54 32 606 2860 65 65 372 34 23 940 42 102 169 405 363 163 42 53 23 342 21 50 202 220 20 45 51 79 internal_value=-2.66287e-07 -0.00045626 -0.00183341 -0.00536943 -0.00417051 -0.000965335 -0.00266451 0.00127604 0.00497324 -0.00427611 -0.013734 -0.00464842 -0.019669 -0.00479157 -0.000176148 -0.00573205 -6.08019e-05 0.00391635 -0.00319629 -0.000166729 -0.00412391 -0.00536694 -0.00684677 -0.00729927 -0.00490058 -0.0063675 -0.00305197 0.00366147 -0.0101544 -0.00414063 internal_weight=1.3256e+06 28175 6275 1241 1145 5034 2174 728 437 291 88 1446 96 1113 203 1011 21900 568 205 21332 693 1353 1011 990 670 572 370 98 150 99 internal_count=1325605 28175 6275 1241 1145 5034 2174 728 437 291 88 1446 96 1113 203 1011 21900 568 205 21332 693 1353 1011 990 670 572 370 98 150 99 cat_boundaries=0 1 cat_threshold=2472 is_linear=0 shrinkage=0.05 Tree=371 num_leaves=31 num_cat=2 split_feature=1 33 83 15 136 117 23 67 14 3 135 12 35 53 108 25 114 35 54 110 40 131 105 114 77 72 127 108 136 23 split_gain=2.40661 4.18009 5.92267 6.30499 11.0805 8.2493 7.38962 6.69107 6.66461 6.16269 5.72529 7.36584 5.6376 5.52777 5.30741 5.20213 5.09029 5.03833 4.92327 6.64435 4.86209 4.75249 6.23458 4.61688 4.73648 4.42487 4.96899 4.3271 4.29681 6.09272 threshold=94.500000000000014 14.050000190734865 251.25740051269534 1.1349999904632571 0 0.88697704672813427 5.5250000953674325 2.4050000905990605 0.78499999642372142 23.500000000000004 1015.4500122070314 3.1650000810623173 11.550000190734865 1.2549999952316286 0.19986537098884585 350.50000000000006 -0.95368063449859608 14.250000000000002 0.22500000149011615 0.64178091287612926 12.050000190734865 320.50000000000006 -0.69478622078895558 -0.3172925859689712 1.7649999856948855 0.75593984127044689 -0.36648726463317866 -0.82301914691925038 1 6.8250000476837167 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 1 2 left_child=1 2 10 4 6 20 7 8 9 -4 -1 12 -12 -9 16 18 -14 21 19 25 -6 -3 -23 24 -20 -5 -27 -8 -25 -30 right_child=-2 17 3 15 5 -7 27 13 -10 -11 11 -13 14 -15 -16 -17 -18 -19 23 -21 -22 22 -24 28 -26 26 -28 -29 29 -31 leaf_value=1.9108571296202447e-05 -3.1363048435530913e-05 -0.00066347228466249802 0.030066986704388489 0.0025329760740653187 0.00034839083192858311 0.010610756998486008 -0.011923753044434958 0.036023507877770401 0.0043363366769970388 0.0085321889784055489 0.0032104256891141662 0.00089557676288957468 -0.0046071805567334456 0.011793376876149149 0.0032130278649751143 -0.0045363836481103923 -0.014499282677887748 3.5591240579559135e-05 -0.0020807985484063525 0.0010846037285691197 -0.0089813756640069187 -0.0012121762873470521 -0.0072940121718036129 0.00042030085058785723 0.00038650206952785997 -0.0082651375777899258 0.01270310845690251 0.0031154117118015008 0.0073465233024914301 0.00088026082612670535 leaf_weight=73000 1092615 12294 52 295 4616 193 49 36 603 92 122 585 223 68 83 523 312 57959 2000 1702 144 1175 657 1478 70917 31 319 2001 768 693 leaf_count=73000 1092615 12294 52 295 4616 193 49 36 603 92 122 585 223 68 83 523 312 57959 2000 1702 144 1175 657 1478 70917 31 319 2001 768 693 internal_value=-2.52971e-07 0.000145639 0.000287392 0.000568454 0.00191933 0.000476069 0.00436679 0.00829853 0.00664425 0.0163086 -4.00133e-05 -0.00329729 -0.00661192 0.0201807 -0.00855096 0.000433685 -0.010376 -0.000170776 0.000466924 0.00272232 6.61458e-05 -0.0010175 -0.00339327 0.000397141 0.000318828 0.00704388 0.0108459 0.00275594 0.0023401 0.00425027 internal_weight=1.3256e+06 232990 160905 86580 7854 4953 2901 851 747 144 74325 1325 740 104 618 78726 535 72085 78203 2347 4760 14126 1832 75856 72917 645 350 2050 2939 1461 internal_count=1325605 232990 160905 86580 7854 4953 2901 851 747 144 74325 1325 740 104 618 78726 535 72085 78203 2347 4760 14126 1832 75856 72917 645 350 2050 2939 1461 cat_boundaries=0 1 2 cat_threshold=4647 113 is_linear=0 shrinkage=0.05 Tree=372 num_leaves=31 num_cat=0 split_feature=73 94 32 130 36 61 133 39 133 52 76 5 133 69 87 57 39 79 32 84 100 65 73 61 64 53 63 134 52 133 split_gain=2.45639 3.58276 2.45102 2.36593 3.88802 5.82627 5.13455 4.71663 7.78485 7.18378 6.02939 6.53101 5.31985 6.36918 6.19127 4.70517 4.3757 3.99 6.62818 4.11227 3.65901 3.58444 3.58088 3.61153 3.50339 4.92826 3.3868 3.34522 3.19601 3.73411 threshold=0.94563323259353649 -0.94477844238281239 16.349999427795414 333.50000000000006 15.449999809265138 0.21985398232936862 1020.6499938964845 11.34999990463257 1011.0499877929689 1.6950000524520876 11.355000019073488 10.150000095367433 1014.6499938964845 292.28767395019537 0.90019428730010997 166.71787261962893 9.7500000000000018 18.494999885559086 13.449999809265138 0.89076945185661327 0.47888644039630895 24.105000495910648 0.72480478882789623 0.4191905558109284 6.2349998950958261 23.355000495910648 0.28178121149539953 1012.7500000000001 6.2650001049041757 1015.5499877929689 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 -3 -1 7 -6 15 8 16 10 22 12 13 -12 21 -7 -5 19 -19 24 -17 -14 23 -9 -11 -26 -22 -15 29 -20 right_child=1 2 -4 4 5 6 -8 9 -10 17 11 -13 14 27 -16 20 -18 18 28 -21 26 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-2.7055376383741206e-06 0.017273188763763755 -0.00139085704695359 -0.0086021867164339291 -0.0022374061835480148 -0.027885381677853212 0.01911273267120123 -0.013098179263219802 0.01240940835987088 -0.00015384935866419612 -0.0008826637716037027 -0.0055849864369346986 0.001687330383954314 0.013304168432410139 0.010554120892828162 -0.009860954924327571 0.0015054458182733176 -0.020227964942122201 0.0010501725534109985 -0.0040311887467935409 0.0066099473497608311 -0.018852093147831289 -0.0057046497997362174 -0.0062512001138236521 -0.0029096303675323724 0.0049080350919512884 3.3627319932064641e-05 -0.0030799546195365325 0.029137096438393163 -0.0022445279398659924 -0.017338012985758555 leaf_weight=1314406 25 2368 124 58 21 30 86 79 1086 1096 21 233 217 33 41 635 81 1193 108 431 37 28 133 75 1100 981 425 91 260 103 leaf_count=1314406 25 2368 124 58 21 30 86 79 1086 1096 21 233 217 33 41 635 81 1193 108 431 37 28 133 75 1100 981 425 91 260 103 internal_value=-2.40165e-07 -0.00156074 -0.00174969 2.72849e-06 0.000825409 -0.00177407 -0.00132202 0.0012561 -0.00157985 0.00181435 0.00581421 0.00843163 0.0120776 0.0198792 0.00812229 -0.000423397 -0.0127211 0.00109283 -0.000932635 0.00202697 -0.000957657 0.0111317 -0.000241424 0.00494884 0.00140523 0.0026102 -0.00434309 0.0241916 -0.00595491 -0.0105269 internal_weight=1.3256e+06 2517 2492 1.32309e+06 8682 1234 1213 7448 1225 6223 951 664 431 145 286 1127 139 5272 1664 3608 1097 245 287 154 3177 2081 462 124 471 211 internal_count=1325605 2517 2492 1323088 8682 1234 1213 7448 1225 6223 951 664 431 145 286 1127 139 5272 1664 3608 1097 245 287 154 3177 2081 462 124 471 211 is_linear=0 shrinkage=0.05 Tree=373 num_leaves=31 num_cat=0 split_feature=39 115 61 4 80 29 31 57 60 73 94 68 23 21 85 85 120 130 36 132 61 57 39 133 52 76 132 16 7 39 split_gain=2.34797 5.8821 6.005 3.13861 2.97522 2.84095 5.4357 2.80017 3.06812 2.20184 3.2462 2.38886 2.39305 3.00761 3.75586 2.19068 2.51474 2.12846 3.50894 6.34756 4.64545 4.44788 4.25676 7.02582 6.48337 5.44152 6.53431 3.97259 4.66959 3.94907 threshold=7.0499999523162851 -0.5663846731185912 0.25054396688938146 9.3499999046325701 320.10444641113287 1016.3500061035157 1021.9500122070314 183.28304290771487 0.32800443470478063 0.94563323259353649 -0.95183050632476796 314.76647949218756 6.4649999141693124 7.9549999237060556 0.80061283707618724 0.89141359925270092 -0.39873388409614557 333.50000000000006 15.449999809265138 1020.5499877929689 0.22589199244976046 166.71787261962893 11.34999990463257 1011.0499877929689 1.6950000524520876 11.355000019073488 1015.4500122070314 6.0650000572204599 12.550000190734865 9.7500000000000018 decision_type=2 2 2 2 2 2 2 2 2 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 7 4 -4 -1 -7 8 -3 17 -11 -12 -13 -14 -15 16 -5 -2 22 20 -20 -22 23 29 25 -24 27 -27 -29 -19 right_child=9 2 3 15 -6 6 -8 -9 -10 10 11 12 13 14 -16 -17 -18 18 19 -21 21 -23 24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.016201084424186534 -1.3188139976527774e-06 0.01463321055906508 -0.005606464590751925 0.00094887222113160827 -0.026809124976751354 0.0086371639294818385 -0.015944628613879502 0.028323323445220011 -0.0078154562122148014 0.017644565061412074 -0.00097126394698015303 0.0065658114193819271 -0.010695717486759321 -0.021266668085895835 0.0013680867088826038 -0.010498026475155105 0.021507212155986402 -0.0021255360498767476 -0.024577786682639272 -0.014626339653147047 0.019060374475244821 -0.00077832407065910872 -0.0002293525882655891 -0.00014615691914205984 0.0010381902882546652 -0.0056323607879069952 0.003774599118620851 0.018055848282452113 -0.0032509219895943938 -0.019216566793850545 leaf_weight=99 1313938 45 78 51 21 44 46 20 23 22 2093 39 194 21 144 24 21 58 20 88 29 1097 287 1086 5272 24 384 227 29 81 leaf_count=99 1313938 45 78 51 21 44 46 20 23 22 2093 39 194 21 144 24 21 58 20 88 29 1097 287 1086 5272 24 384 227 29 81 internal_value=-2.28157e-07 -0.00352611 0.00103534 -0.00385746 -0.010104 -0.0103562 -0.00392686 0.0118773 0.00704028 1.02773e-06 -0.00147759 -0.00164647 -0.00519723 -0.00647511 -0.0015127 0.00258428 0.00694505 3.83712e-06 0.000784139 -0.00168537 -0.000691646 -0.000267381 0.00119329 -0.00150086 0.00172364 0.0055235 0.00801005 0.0138187 0.0156422 -0.0120851 internal_weight=1.3256e+06 472 283 195 99 189 90 88 68 1.32513e+06 2513 2491 398 359 165 96 72 1.32262e+06 8682 1234 1146 1126 7448 1225 6223 951 664 280 256 139 internal_count=1325605 472 283 195 99 189 90 88 68 1325133 2513 2491 398 359 165 96 72 1322620 8682 1234 1146 1126 7448 1225 6223 951 664 280 256 139 is_linear=0 shrinkage=0.05 Tree=374 num_leaves=31 num_cat=2 split_feature=2 124 99 8 60 109 136 92 34 20 136 29 15 84 60 79 40 87 82 121 20 11 19 40 89 121 119 30 61 97 split_gain=2.184 8.16458 12.3345 14.2549 9.4904 11.0125 8.13184 6.37788 6.62362 5.80136 5.14742 11.7324 10.4293 16.4409 8.44701 8.15697 8.30206 6.42977 6.24598 9.54725 10.3347 8.17409 6.62697 6.2723 6.22518 6.20273 5.72512 6.58921 7.40508 6.48116 threshold=255.50000000000003 0.35019405186176306 -0.37451648712158198 5.8500001430511483 0.55102854967117321 0.36668819189071661 0 -0.8680640161037444 13.650000095367433 5.3750000000000009 1 1.0000000180025095e-35 1.4750000238418581 0.77397397160530101 0.42104910314083105 5.3750000000000009 12.34999990463257 0.83823984861373912 299.26376342773443 -0.23343648016452787 5.6949999332427987 12.34999990463257 6.9049999713897714 7.6499998569488534 0.79114130139350902 -0.64942333102226246 0.89490029215812694 1012.9500122070314 0.22589199244976046 -0.85935568809509266 decision_type=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 2 2 2 left_child=1 -1 3 9 5 6 7 8 -5 -3 11 -2 13 -13 15 16 17 -15 -12 20 21 -20 -22 -21 -17 -16 -14 28 -28 -29 right_child=10 2 -4 4 -6 -7 -8 -9 -10 -11 18 12 26 14 25 24 -18 -19 19 23 22 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=-2.4694228745784905e-05 0.018398774321428005 0.0036185373149419061 -2.7971562151952443e-05 0.04091293414433797 0.0010995598164653473 0.0022900270488817771 0.0046769843792376252 0.010180657930304267 0.0055788142357154624 0.00033596625813191687 -3.9091025342065634e-05 0.00010839306133693986 -7.5424881293848433e-05 0.0038923526735026811 -0.00034518366580742752 0.0017715957844004534 -0.0066941546621886693 0.008475263758172244 -0.0018039568998900306 0.00071091849498043072 0.0017977370788193813 0.00036731611639909134 -0.00043422177551658665 -0.0016583382524643919 -0.011095369787653908 0.0029477237833814888 -0.00080691750286473465 0.006405507813442817 0.0087038549775279184 -0.00025907878412803333 leaf_weight=440958 88 1397 64614 36 9076 5588 1708 468 21 36861 401441 29519 175366 3972 4483 4518 163 948 24771 23246 3473 5254 78410 3175 96 2100 306 427 618 2504 leaf_count=440958 88 1397 64614 36 9076 5588 1708 468 21 36861 401441 29519 175366 3972 4483 4518 163 948 24771 23246 3473 5254 78410 3175 96 2100 306 427 618 2504 internal_value=-2.16749e-07 7.47397e-05 0.000440829 0.000990029 0.00219956 0.00347606 0.00644408 0.0118777 0.0278951 0.00045583 -5.51668e-05 0.000145683 0.000138551 0.000811921 0.00208756 0.00302596 0.0044076 0.0047754 -0.00013893 -0.00042868 -0.000630515 -0.00142401 -0.000339555 0.000426206 0.00150388 0.000705265 -3.35255e-05 0.0018725 0.00555418 0.000711845 internal_weight=1.3256e+06 560727 119769 55155 16897 7821 2233 525 57 38258 764878 225108 225020 45799 16280 9697 5083 4920 539770 138329 111908 30025 81883 26421 4614 6583 179221 3855 924 2931 internal_count=1325605 560727 119769 55155 16897 7821 2233 525 57 38258 764878 225108 225020 45799 16280 9697 5083 4920 539770 138329 111908 30025 81883 26421 4614 6583 179221 3855 924 2931 cat_boundaries=0 1 2 cat_threshold=773 1290 is_linear=0 shrinkage=0.05 Tree=375 num_leaves=31 num_cat=0 split_feature=81 56 116 11 2 18 16 12 4 65 21 65 117 90 86 1 28 135 20 27 7 79 15 64 30 72 80 95 95 75 split_gain=2.60964 9.50378 7.56559 7.14166 7.48175 6.17799 8.09612 5.98262 5.90499 5.76848 5.98246 8.02845 7.49953 5.2766 5.93766 5.44098 5.0716 5.52191 5.00195 4.75684 4.43523 4.40197 4.36017 4.31675 4.5743 4.29274 4.2554 5.91931 4.21552 5.88206 threshold=327.96278381347662 239.07808685302737 -0.026175950653851029 0.94999998807907116 2.5000000000000004 6.9049999713897714 14.039999961853029 0.9350000023841859 13.650000095367433 16.73499965667725 5.8150000572204599 0.81499999761581432 0.8140845298767091 -0.094521865248680101 0.91121491789817821 27.500000000000004 1019.5499877929689 1012.9500122070314 4.4249999523162851 166.50000000000003 3.0499999523162846 5.305000066757203 1.0249999761581423 13.265000343322756 1017.3500061035157 0.73259818553924572 333.41575622558599 0.59738135337829601 0.23492157459259036 0.6107563078403474 decision_type=2 2 2 2 2 2 2 2 2 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 19 8 6 20 -4 16 10 11 12 -7 -13 15 -15 17 21 -9 -2 -6 -5 -20 24 -12 -17 -11 -28 29 -22 right_child=1 2 7 4 5 9 -8 18 -10 26 23 13 -14 14 -16 25 -18 -19 22 -21 28 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=6.1988401976070692e-06 -0.016996142652351411 -0.005872897112994325 -0.0085659232186643709 0.01314636766910553 -0.0032901368608594219 0.0060227728098453514 -0.011429380932875146 -0.017584837427553301 0.011273567971666574 -0.00010683781204462637 -0.0022648991070649289 0.0043667088158441314 -0.0098186179574711163 0.015602738324863218 -0.024038633444745626 -0.0041329953139571992 0.0093725310756935416 -0.001668897804571878 0.0048846736871067213 0.0055554024104360281 0.0085147967526537898 -0.010876289338353318 -0.00079526401670454113 -0.0068828519230571227 0.0019541701697505494 0.011660018538562012 0.01171576923144934 0.0017008240985141865 0.0015884646001723013 -0.00090188303701125259 leaf_weight=1291271 24 767 247 20 188 105 89 44 61 445 2402 1436 259 48 28 353 59 414 343 910 868 410 22615 363 877 49 276 317 640 205 leaf_count=1291271 24 767 247 20 188 105 89 44 61 445 2402 1436 259 48 28 353 59 414 343 910 868 410 22615 363 877 49 276 317 640 205 internal_value=-5.32598e-06 -0.0004322 -0.000986987 0.000796251 0.000402404 0.00085329 0.00330996 -0.000825798 -0.00378279 0.000150679 -0.000452154 0.0015576 -0.00524899 0.00285206 -0.00169824 -0.000308167 -0.00479988 -0.00579061 -0.000742683 0.00497592 0.00400002 -0.00975896 -0.000710404 -0.00170921 -0.00113647 -0.00220798 0.0035888 0.00636208 0.0048001 0.00671571 internal_weight=1.32613e+06 34862 24016 10846 9912 8948 1990 23249 964 6958 5920 2278 364 1914 478 450 903 844 23002 934 1901 430 22958 3642 3279 402 1038 593 1713 1073 internal_count=1326133 34862 24016 10846 9912 8948 1990 23249 964 6958 5920 2278 364 1914 478 450 903 844 23002 934 1901 430 22958 3642 3279 402 1038 593 1713 1073 is_linear=0 shrinkage=0.05 Tree=376 num_leaves=31 num_cat=2 split_feature=56 60 18 52 54 60 91 100 52 22 114 54 43 76 52 88 60 28 61 136 92 93 136 70 127 39 11 63 19 95 split_gain=2.44443 18.2331 12.8204 13.2956 9.48386 9.08608 13.2339 13.2259 8.52041 8.60231 8.36933 8.34378 11.8833 9.54072 8.07785 7.98988 8.07622 7.75294 7.39043 7.3787 10.6824 7.48903 6.93929 6.58517 6.56547 6.4731 6.35437 7.43418 6.20755 7.59734 threshold=249.28326416015628 0.32174628973007208 11.120000362396242 1.6950000524520876 0.54500001668930065 0.57149705290794384 -0.88880494236946095 1.0000000180025095e-35 6.1749999523162851 9.0349998474121112 -0.87878364324569691 1.9950000047683718 10.150000095367433 16.804999351501468 2.8850001096725468 -0.13951745629310605 0.25061738491058355 1025.350036621094 0.67854434251785289 0 -0.95060402154922474 0.1830575838685036 1 289.17601013183599 -0.97233289480209339 14.949999809265138 7.2500000000000009 0.53451356291770946 10.405000209808351 0.50775167346000682 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=5 4 3 22 23 15 7 -7 9 10 -4 12 13 -5 -13 16 -1 -6 -17 20 -8 -21 -3 -2 -25 -10 -24 -28 29 -18 right_child=1 2 8 11 17 6 19 -9 25 -11 -12 14 -14 -15 -16 18 28 -19 -20 21 -22 -23 26 24 -26 -27 27 -29 -30 -31 leaf_value=0.0017530083004709169 -0.0008294046737289105 -0.0018496743654964468 -0.00015813793557273 0.0035488613607511012 -0.0016432460992698624 2.3598777064158594e-05 -0.00071767443090449174 -0.0041242500946057827 -0.0001955936049316107 -0.0043038861308414417 -0.0015697561880659108 -0.00082121592483619095 -0.0052791492360588985 0.00067241149287522938 0.000795365615177894 -5.255133709056681e-06 0.00016102599780035365 0.0040729876344519373 0.0023575713391594338 -0.00086547023920748858 0.0014758335222683624 -0.0098274483354328108 -0.00076569639506752162 -0.013178451436207349 0.0024056316830816517 0.00049829032499114931 0.00020746349071887519 0.0033291379785479313 0.0006584407371068745 -0.0015370088186917332 leaf_weight=10281 4571 6514 28910 6782 30362 3188 11272 4839 168559 1690 16489 8918 537 5014 57888 704325 74422 605 3325 19024 10935 236 14206 69 3293 41982 10719 2320 67631 7227 leaf_count=10281 4571 6514 28910 6782 30362 3188 11272 4839 168559 1690 16489 8918 537 5014 57888 704325 74422 605 3325 19024 10935 236 14206 69 3293 41982 10719 2320 67631 7227 internal_value=-5.05968e-06 -0.000106636 1.47688e-06 0.000445766 -0.00113642 4.03072e-05 -0.000618608 -0.00247689 -0.000193219 -0.000801228 -0.00067084 0.000800155 0.00199505 0.0023262 0.000579567 7.79132e-05 0.000397526 -0.00153157 5.84696e-06 -0.000258889 0.000362273 -0.000974779 -0.000385004 0.000406054 0.00208579 -5.72327e-05 -3.41252e-05 0.000762896 0.000304173 1.07278e-05 internal_weight=1.32613e+06 409428 370528 112898 38900 916705 49494 8027 257630 47089 45399 79139 12333 11796 66806 867211 159561 30967 707650 41467 22207 19260 33759 7933 3362 210541 27245 13039 149280 81649 internal_count=1326133 409428 370528 112898 38900 916705 49494 8027 257630 47089 45399 79139 12333 11796 66806 867211 159561 30967 707650 41467 22207 19260 33759 7933 3362 210541 27245 13039 149280 81649 cat_boundaries=0 1 2 cat_threshold=2612 610 is_linear=0 shrinkage=0.05 Tree=377 num_leaves=31 num_cat=0 split_feature=81 56 25 69 10 28 2 18 57 4 15 94 134 78 16 79 83 118 127 96 99 96 33 21 2 13 124 34 127 60 split_gain=2.34859 8.43999 7.45808 7.67041 6.38826 7.39673 6.57612 7.90937 6.22279 6.18943 5.98531 6.95146 5.82298 6.07454 5.71416 5.62163 6.15383 4.68915 5.29113 4.55344 4.67661 4.36784 4.19371 4.05237 5.21644 4.41252 3.96575 3.83563 4.93976 5.55566 threshold=327.96278381347662 245.15773010253909 277.50000000000006 250.43931579589847 0.84999999403953563 1020.4500122070314 2.5000000000000004 6.9049999713897714 67.236503601074233 13.650000095367433 2.9150000810623173 0.46672108769416815 1013.5499877929689 6.2349998950958261 14.039999961853029 10.84500026702881 316.12202453613287 0.99901017546653759 0.86159634590148937 1.0000000180025095e-35 -0.53797048330306996 -0.99972262978553761 11.949999809265138 5.4749999046325692 354.50000000000006 0.91500002145767223 -0.35019405186176294 11.550000190734865 0.737249255180359 0.3806274682283402 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 -3 8 22 6 9 14 -4 12 11 17 13 -6 21 16 -7 -9 -19 -5 -21 -8 -2 -18 25 -25 -12 -23 -29 -30 right_child=1 2 3 19 5 15 7 10 -10 -11 26 -13 -14 -15 -16 -17 23 18 -20 20 -22 27 -24 24 -26 -27 -28 28 29 -31 leaf_value=6.1258102939708834e-06 0.017771093648645962 -0.0047052335236007622 -0.027689233826739448 -0.00056300921433363976 0.01097527493697566 0.0016573304844692957 0.026397822859386605 -0.00019720113584989951 -0.0056419873337776845 0.010538973171851072 -0.014328570564587912 -0.0039457328722746115 -0.00055792875583984358 -0.010056755394760926 -0.0097596647050345268 0.00062683745014809956 0.020182506721542499 -0.0082407767977565518 0.022564304117923199 -0.019712417029834811 0.0002413464303721081 -0.00086934705348476373 0.0037822342422924472 -0.0080578080632469871 -0.013470007696499428 0.016792584667472462 0.0041836959460024459 0.00022605418646563596 0.0082669187211249929 -0.0012149041974990971 leaf_weight=1291271 57 1257 35 21471 37 185 21 4415 374 69 30 1486 412 476 82 425 123 20 46 63 55 401 892 22 24 95 811 443 846 189 leaf_count=1291271 57 1257 35 21471 37 185 21 4415 374 69 30 1486 412 476 82 425 123 20 46 63 55 401 892 22 24 95 811 443 846 189 internal_value=-4.8074e-06 -0.000409768 -0.000959393 -0.00074535 0.000691424 0.000341401 -5.22849e-05 0.000383624 -0.00752867 -0.00390705 -0.000425637 -0.000982212 -0.00498465 -0.00853983 0.00316337 0.00474852 0.00864988 5.57786e-07 0.0132294 -0.000616841 -0.0104119 0.0037211 0.00462245 0.01355 0.00776414 0.0121199 0.00352333 0.00346766 0.00464434 0.00653546 internal_weight=1.32613e+06 34862 23255 21998 11607 10658 9784 8790 409 994 6808 5967 925 513 1982 874 449 4481 66 21589 118 1900 949 264 141 117 841 1879 1478 1035 internal_count=1326133 34862 23255 21998 11607 10658 9784 8790 409 994 6808 5967 925 513 1982 874 449 4481 66 21589 118 1900 949 264 141 117 841 1879 1478 1035 is_linear=0 shrinkage=0.05 Tree=378 num_leaves=31 num_cat=2 split_feature=55 63 18 119 52 106 91 88 83 21 33 87 13 71 85 60 79 118 93 120 6 136 20 53 78 4 136 110 53 15 split_gain=2.26479 3.61896 3.39425 2.82701 2.79852 5.02449 3.35102 3.25614 3.88724 2.99696 2.97643 3.30985 2.81485 2.77063 3.62161 3.52886 2.63405 4.3048 3.77749 3.06507 2.96831 6.23772 7.87453 6.73359 6.74569 5.76434 10.0255 10.9241 17.2133 6.52993 threshold=41.364999771118171 0.87394279241561901 12.50999975204468 0.76037701964378368 25.685000419616703 -0.76387289166450489 -0.99549338221549977 -0.94047242403030384 311.95619201660162 8.2349996566772479 8.5500001907348651 0.7173658311367036 2.6950000524520878 313.87857055664068 0.91018977761268627 0.50516617298126232 47.424999237060554 0.94828754663467418 1.0000000180025095e-35 0.90255093574523937 6.5499999523162851 0 4.5750000476837167 3.2150000333786015 5.8849999904632577 5.9500000476837167 1 0.8142942786216737 1.4950000047683718 1.2749999761581423 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 1 2 2 2 left_child=1 16 4 -4 5 6 -2 8 9 12 -9 -12 -8 -3 15 -15 20 19 -19 -18 25 22 23 24 -22 -1 27 28 -27 -30 right_child=2 13 3 -5 -6 -7 7 10 -10 -11 11 -13 -14 14 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-6.7265047573004418e-06 -0.0093638059456290137 0.00074488328040421721 -0.00022556037788247501 0.0013271375349984728 -0.00039836361043145413 0.00010635396088424326 0.0068038499819359126 0.0018595406991572909 -0.013885363804486892 -0.0028998000959005541 -0.013666560668994927 -0.0046150458268763486 -0.00087328701898825253 0.023610366508364677 -0.014609307313904816 0.0046106467188604255 0.0006495992252339277 0.016501477363547592 0.0036583059572068231 -0.012432689661056632 -0.0015410226065108463 -1.0905200068602345e-05 -0.0004265826331294704 0.0093109663695042193 -0.0089048783092995371 0.0068118273275220749 0.0001412679713850761 -2.704951634973456e-05 0.0040542966859781629 0.0010238549922400046 leaf_weight=694404 224 10693 57504 3089 5085 1527 223 156 54 478 112 1028 257 26 23 407 8860 66 432 45 620 320146 87434 85 624 1714 107127 10127 2104 11459 leaf_count=694404 224 10693 57504 3089 5085 1527 223 156 54 478 112 1028 257 26 23 407 8860 66 432 45 620 320146 87434 85 624 1714 107127 10127 2104 11459 internal_value=-4.56703e-06 1.08272e-05 -0.000281913 -0.000146405 -0.00117987 -0.00215891 -0.00352505 -0.00295837 -0.000833093 -9.73702e-05 -0.00461793 -0.00550432 0.00269338 0.000907653 0.00472454 0.00575151 2.79774e-06 0.000836485 0.00536041 0.00058349 -3.54542e-06 -0.000113741 -0.00048459 -0.00430447 -0.00523479 5.09451e-05 0.000353119 0.00124593 0.0020906 0.00149396 internal_weight=1.32613e+06 1.2564e+06 69737 60593 9144 4059 2532 2308 1012 958 1296 1140 480 11149 456 433 1.24525e+06 9403 498 8905 1.23584e+06 408909 88763 1329 1244 826935 132531 25404 15277 13563 internal_count=1326133 1256396 69737 60593 9144 4059 2532 2308 1012 958 1296 1140 480 11149 456 433 1245247 9403 498 8905 1235844 408909 88763 1329 1244 826935 132531 25404 15277 13563 cat_boundaries=0 1 2 cat_threshold=768 1282 is_linear=0 shrinkage=0.05 Tree=379 num_leaves=31 num_cat=0 split_feature=81 56 117 7 0 21 35 103 15 61 87 0 69 64 22 68 126 115 2 15 73 36 75 83 85 25 32 117 40 27 split_gain=2.12531 7.71339 6.27442 5.91848 6.40819 5.65939 5.58076 7.46742 5.35923 5.11107 5.07438 4.84792 4.72451 4.63869 6.55271 5.22132 5.62694 4.52649 4.52052 4.74446 4.50504 5.2127 6.53738 5.74966 4.47092 4.42238 5.52116 4.29722 6.30033 4.24688 threshold=327.96278381347662 239.07808685302737 0.13052122294902804 0.55000001192092907 2.5000000000000004 5.8150000572204599 13.750000000000002 0.47631289064884191 2.9150000810623173 0.35423286259174352 0.78209239244461071 240.50000000000003 250.43931579589847 2.9050000905990605 5.4049999713897714 308.25486755371099 0.8038262426853181 -0.0087262028828264497 324.50000000000006 2.7350000143051152 0.68302497267723095 15.250000000000002 0.61930391192436229 346.02337646484381 0.90352419018745433 334.50000000000006 12.750000000000002 -0.59480014443397511 5.9500000476837167 166.50000000000003 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 3 -3 29 6 10 7 -5 -7 -8 13 -10 17 14 15 16 -6 -4 19 -12 21 22 23 -20 -22 -24 -27 -18 -29 -2 right_child=1 2 12 4 5 8 9 -9 11 -11 18 -13 -14 -15 -16 -17 27 -19 20 -21 24 -23 25 -25 -26 26 -28 28 -30 -31 leaf_value=6.06188662511415e-06 -0.016341282384625327 -0.0045746161432462682 -0.007089489435585742 0.0098936815491982438 -0.0022276656436068672 -0.0011298113034810587 -0.012298131384688896 -0.0036730460240505637 -0.0052465382632466834 -0.0019227197308781499 0.0030083430069754299 0.004940987548101558 -0.00060447045529852606 0.015236335570310676 -0.0047432792102782076 -0.0040063602023667861 0.0017658214031585626 0.0086225300013799879 -0.001613118199385208 0.02307591201737523 0.0082339613763520465 0.0071397768176429295 -0.0027275209449212122 0.010086779941671661 -0.0079082076923581417 -0.020199556164038571 -0.0017843777868187145 0.027037171822633932 -0.0025439983403140851 0.0049550914542811648 leaf_weight=1291271 24 1102 453 142 49 4038 250 355 140 226 1617 704 22410 123 137 62 35 51 893 30 245 163 191 119 52 115 63 99 22 952 leaf_count=1291271 24 1102 453 142 49 4038 250 355 140 226 1617 704 22410 123 137 62 35 51 893 30 245 163 191 119 52 115 63 99 22 952 internal_value=-4.33863e-06 -0.000389568 -0.000889374 0.000717137 0.000349849 0.000771171 -0.00350267 0.000203162 -0.000372437 -0.00737199 0.00216173 0.00325111 -0.00071214 0.00673474 0.00414638 0.00870774 0.012553 -0.00549958 0.0014708 0.00337387 -0.000231739 -0.00131653 -0.00231463 -0.00023734 0.00540772 -0.00801171 -0.0136818 0.0171956 0.0216588 0.00443141 internal_weight=1.32613e+06 34862 24016 10846 9870 8897 973 497 4882 476 4015 844 22914 527 404 267 205 504 3488 1647 1841 1544 1381 1012 297 369 178 156 121 976 internal_count=1326133 34862 24016 10846 9870 8897 973 497 4882 476 4015 844 22914 527 404 267 205 504 3488 1647 1841 1544 1381 1012 297 369 178 156 121 976 is_linear=0 shrinkage=0.05 Tree=380 num_leaves=31 num_cat=2 split_feature=94 62 16 92 90 11 54 124 24 16 111 100 121 12 12 84 54 39 136 83 101 121 82 136 11 61 84 54 63 25 split_gain=2.51532 11.9687 10.1864 7.64724 11.5684 8.45299 7.63271 8.14275 7.47078 15.6076 6.69678 9.08115 6.17773 6.15674 6.06239 5.56903 5.48596 5.341 5.33664 6.73492 5.84428 5.22891 5.09577 5.29375 5.03939 5.14262 4.98816 4.98252 6.45057 6.99559 threshold=-0.56388694047927845 0.31273187696933752 10.405000209808351 -0.3316215425729751 -0.6479816436767577 11.050000190734865 1.6950000524520876 0.30069434642791754 290.50000000000006 12.50999975204468 0.93572115898132335 0.47298569977283483 0.66259482502937328 2.6049998998641972 2.4750000238418584 0.69119849801063549 0.10500000044703485 11.150000095367433 0 336.73744201660162 0.46175761520862585 -0.78257837891578663 315.42291259765631 1 10.150000095367433 0.31051932275295263 0.85925430059432995 1.6549999713897707 0.64616897702217113 204.50000000000003 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 1 2 2 2 2 2 2 left_child=1 6 3 14 -5 27 7 15 21 13 -8 -12 -9 -10 16 17 -3 -1 19 -18 -21 24 -17 -24 -4 -26 -7 -6 29 -29 right_child=-2 2 8 4 5 26 10 12 9 -11 11 -13 -14 -15 -16 22 18 -19 -20 20 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0055374979354315592 -2.697582272192464e-05 0.0048173882668915442 -0.00057379312165551841 0.00046183192676013858 -0.0018613872253849452 0.0039082414522463227 0.00040064412531845209 0.0023030998689396814 0.00032061544249894244 0.0055308636243733642 0.0025686585535768863 -0.010107913544065511 0.0087968289057200767 0.0059444741621671382 0.0015789563562030665 -0.00042734951260465603 3.8486784845251571e-05 0.0065258194813619316 -0.00080230961422721409 0.021338371391934549 0.0016462020643324738 0.00047749069087835199 0.001607253799973622 0.010569271666286184 0.019506522180402983 0.0027775974064833059 -0.0013409783751722911 -0.013127615134148167 0.0054071278728407592 -0.0042133897176841835 leaf_weight=108 1115053 521 20924 5433 4014 705 18376 10889 7809 2061 236 352 379 519 4610 6802 36140 610 32101 69 83 50818 1087 187 51 463 1264 234 163 3702 leaf_count=108 1115053 521 20924 5433 4014 705 18376 10889 7809 2061 236 352 379 519 4610 6802 36140 610 32101 69 83 50818 1087 187 51 463 1264 234 163 3702 internal_value=2.96257e-06 0.000161393 -1.82716e-05 -0.000389322 -0.00139804 -0.00240029 0.000951778 0.00163162 0.000381486 0.00163519 0.00023257 -0.00502004 0.00252152 0.000671094 -0.000176462 0.000491377 -0.000293891 0.00471128 -0.000332827 8.26372e-05 0.0105854 0.000201228 0.000116205 0.00301829 -0.000453642 0.00443747 0.000538504 -0.00311353 -0.00433971 -0.00474335 internal_weight=1.32576e+06 210710 171684 89039 15515 10082 39026 20062 82645 10389 18964 588 11268 8328 73524 8794 68914 718 68393 36292 152 72256 8076 1274 21438 514 1969 8113 4099 3936 internal_count=1325763 210710 171684 89039 15515 10082 39026 20062 82645 10389 18964 588 11268 8328 73524 8794 68914 718 68393 36292 152 72256 8076 1274 21438 514 1969 8113 4099 3936 cat_boundaries=0 1 2 cat_threshold=1922 912 is_linear=0 shrinkage=0.05 Tree=381 num_leaves=31 num_cat=1 split_feature=72 60 37 24 30 95 107 134 34 39 10 62 14 69 123 115 68 37 39 84 2 85 53 115 37 94 66 35 136 18 split_gain=2.51668 2.79146 3.0801 4.36867 2.6899 3.18036 5.6632 3.19331 3.48012 4.49244 3.83105 2.95755 2.82373 2.69403 2.59767 2.56739 2.50196 2.48457 2.79588 2.46808 2.335 5.3151 6.88457 6.34819 6.15042 5.14645 4.88091 4.5144 4.42567 7.25215 threshold=0.93876454234123241 0.84944197535514843 16.250000000000004 320.50000000000006 1014.7500000000001 -0.45822231471538538 -0.74006396532058705 1014.6499938964845 11.150000095367433 12.150000095367433 12.150000095367433 0.47800830006599432 3.0049999952316289 316.76559448242193 -0.74892720580101002 -0.30069434642791742 316.71614074707037 14.949999809265138 12.550000190734865 0.89892682433128368 346.50000000000006 0.79281178116798412 0.46500000357627874 0.026175950653851036 11.750000000000002 -0.61142286658287037 2.6350001096725468 7.8500001430511483 0 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 1 2 left_child=20 2 4 -4 5 6 -2 8 14 10 15 -6 -11 19 -7 16 -10 18 -14 -8 -1 -22 23 25 26 -23 -24 -27 29 -26 right_child=1 -3 3 -5 11 7 13 -9 9 12 -12 -13 17 -15 -16 -17 -18 -19 -20 -21 21 22 24 -25 28 27 -28 -29 -30 -31 leaf_value=-7.3869456618039612e-06 -0.0039357882889068125 -4.8262665748777853e-06 -0.0059602621639016206 -0.031115058809518814 0.0060301897811249165 -0.013740953681214403 0.010062669351696968 0.0042754598870988559 -0.016214726997128167 -0.0014167701046377537 0.000474467090166667 -0.0012243711421071021 0.0029591149139788844 0.00054149810368051899 0.0021322878646979852 -0.0022640038725166094 -0.032182813197788263 0.0044888352389292167 -0.013311789091316764 0.033314053448183195 -4.2754139358202791e-05 0.0096035557757169834 0.0024120362976495294 -0.0077394620042033572 0.0056302023541788416 -0.014693588162107127 -0.0010739310023422219 0.0034498120375187182 0.00066393423156733131 0.0011318558585089072 leaf_weight=1261252 136 2648 126 20 168 30 25 89 77 257 34 858 31 26 183 21 36 30 178 21 37977 367 1201 117 1384 35 6126 1678 8091 2541 leaf_count=1261252 136 2648 126 20 168 30 25 89 77 257 34 858 31 26 183 21 36 30 178 21 37977 367 1201 117 1384 35 6126 1678 8091 2541 internal_value=2.81873e-06 -0.0011175 -0.0023734 -0.00940612 -0.00190669 -0.00354111 0.00206718 -0.0047487 -0.00566449 -0.0074484 -0.014515 -3.64898e-05 -0.00505486 0.0134061 -0.00010338 -0.0183184 -0.0213019 -0.00896695 -0.0108984 0.0206774 7.05479e-06 0.000313096 0.000940493 0.00359285 0.000639235 0.0042303 -0.000502531 0.00307911 0.00133545 0.00271112 internal_weight=1.32576e+06 4994 2346 146 2200 1174 208 966 877 664 168 1026 496 72 213 134 113 239 209 46 1.32077e+06 59517 21540 2197 19343 2080 7327 1713 12016 3925 internal_count=1325763 4994 2346 146 2200 1174 208 966 877 664 168 1026 496 72 213 134 113 239 209 46 1320769 59517 21540 2197 19343 2080 7327 1713 12016 3925 cat_boundaries=0 1 cat_threshold=4738 is_linear=0 shrinkage=0.05 Tree=382 num_leaves=31 num_cat=1 split_feature=73 20 39 37 56 4 62 1 39 79 61 34 33 78 59 33 104 38 95 71 27 102 6 42 42 92 136 21 56 76 split_gain=2.36993 4.95878 4.14044 4.7746 4.1508 4.44779 4.13967 3.78744 4.39739 4.97793 4.22368 3.66001 4.38434 5.67546 6.109 4.17997 4.03587 4.82352 5.6401 4.13442 3.9397 3.76399 3.72135 3.71274 3.91382 3.56658 3.49557 3.43376 3.94871 5.46058 threshold=0.88731032609939586 7.6549999713897714 12.150000095367433 14.550000190734865 347.00202941894537 9.1500000953674334 0.30576424300670629 226.50000000000003 17.349999427795414 14.065000057220461 0.54877069592475902 7.5499999523162851 11.750000000000002 35.495000839233406 306.57575988769537 7.7500000000000009 -0.88164925575256337 11.750000000000002 0.71160829067230236 313.22544860839849 348.50000000000006 0.74864014983177196 6.8500001430511483 9.6500000953674334 8.4499998092651385 -0.58673125505447377 0 7.5750000476837167 303.79260253906256 20.214999198913578 decision_type=2 2 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 11 26 5 7 -7 -5 27 10 -10 15 23 14 20 -2 -16 18 -18 -20 21 -14 -23 24 -13 -15 -4 28 -9 -30 right_child=1 -3 3 4 -6 6 -8 8 9 -11 -12 12 13 25 16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=1.8017513868782135e-05 -0.0048970205059475445 3.5935277278569958e-05 -0.0016924918200614985 -0.00029122428725284323 -0.022002315431833269 0.012288323590724633 0.00064150603466494498 -0.0045708333307514833 -0.0078448553628396971 0.012135133597000344 0.0031427143196726803 -0.00085127024182992924 -0.0026758280944401921 0.018039726734989221 0.0091737673512067314 -0.023107979145965407 -0.034085618340691855 -0.0043519837800363829 -0.032987542077898981 -0.0076922816123225768 0.010949727287515998 -0.0034435501594626255 -0.015831306688326958 0.0099636358821976797 -0.017862100575995795 0.0011983274936585898 0.00069083107881465081 -0.00031966753304004671 -0.01765011971317498 -0.00054657520776215415 leaf_weight=1259451 316 42410 1876 1523 25 87 620 1329 152 82 206 6164 1591 36 22 35 43 94 20 84 48 127 116 79 34 248 8346 389 140 70 leaf_count=1259451 316 42410 1876 1523 25 87 620 1329 152 82 206 6164 1591 36 22 35 43 94 20 84 48 127 116 79 34 248 8346 389 140 70 internal_value=2.67805e-06 -0.000288661 -0.000864603 -0.000350585 -0.00168397 -0.00157349 0.00207471 -0.00223638 -0.00348742 0.00102287 -0.0015224 -0.00170711 -0.00150529 -0.00330904 -0.00418847 -0.00671293 -0.0113264 -0.0131978 -0.0188543 -0.0125568 -0.00319098 -0.00356107 -0.00935705 -0.000807299 -0.000944586 0.00333315 0.00025245 -0.00451674 -0.00557759 -0.0119489 internal_weight=1.32576e+06 66312 23902 14845 4623 4598 707 3891 2368 440 358 9057 8706 2429 2145 351 263 241 147 104 1882 1834 243 6277 6198 284 10222 1928 1539 210 internal_count=1325763 66312 23902 14845 4623 4598 707 3891 2368 440 358 9057 8706 2429 2145 351 263 241 147 104 1882 1834 243 6277 6198 284 10222 1928 1539 210 cat_boundaries=0 1 cat_threshold=1378 is_linear=0 shrinkage=0.05 Tree=383 num_leaves=31 num_cat=1 split_feature=8 92 136 63 34 89 90 66 72 67 100 9 69 20 116 52 70 97 112 115 39 29 111 18 90 88 110 58 95 11 split_gain=2.37508 5.80394 6.16445 4.98964 4.86403 5.53845 6.30354 6.54421 5.35294 5.04621 4.78596 4.81696 4.76157 7.81742 4.59324 4.39647 4.27253 4.60932 4.2642 4.50297 4.79635 4.57127 4.11982 3.90761 3.79718 4.87382 5.00877 4.04702 4.02045 3.79304 threshold=14.34999990463257 -0.71281388401985157 0 0.23577018827199939 9.9499998092651385 -0.060155194252729409 -0.7321171462535857 5.7349998950958261 0.50332441926002514 6.0350000858306894 -0.42852178215980524 16.750000000000004 310.40734863281256 5.8750000000000009 0.737249255180359 4.1949999332427987 337.31549072265631 -0.73640725016593922 -0.74892720580101002 -0.9366365075111388 9.4499998092651385 1012.5499877929689 -0.88169234991073597 9.5450000762939471 -0.96837061643600453 -0.72384697198867787 0.79358223080635082 264.70442199707037 -0.99972221255302418 22.750000000000004 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 -2 -4 18 12 8 14 -10 11 15 -7 -14 -8 -3 24 -18 19 21 -21 -6 -5 -9 25 -12 -27 -28 -26 -13 right_child=1 10 4 22 5 6 7 23 9 -11 16 29 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 28 26 27 -29 -30 -31 leaf_value=-1.3160019052511451e-05 0.030435758456587792 -0.0095468830118581594 -0.004912288160814857 0.022905587873144732 -0.00053994517307728537 -0.0074195388360536315 -0.0014695727609058606 -0.0046867489576920543 0.027525394792025239 0.0066028564407422056 0.00078359682743334353 0.00094653132217826629 -0.0067585841394387754 0.034257503847281143 0.016853093903398876 -0.0024186149513675962 0.021095003681257371 0.0034218082631766603 -0.00011276969291914196 0.024762090311075249 0.0018190160795451709 0.023501192540701096 0.0048844707060263391 0.01491319487137454 -0.0140893990714103 0.0022330476878368367 0.020608988016897787 0.0067814070676014415 9.5167245563337289e-05 -0.01517789140833836 leaf_weight=1256573 26 317 259 37 30 111 71 93 97 41 6283 907 26 21 66 681 40 475 1690 24 448 58 222 35 50 692 69 227 56056 38 leaf_count=1256573 26 317 259 37 30 111 71 93 97 41 6283 907 26 21 66 681 40 475 1690 24 448 58 222 35 50 692 69 227 56056 38 internal_value=2.54377e-06 0.000287743 0.00231632 0.00923115 0.00163898 0.00224844 0.00669315 0.0100118 0.0143587 0.0213093 0.000184365 -0.00226026 -0.00177142 0.0115678 0.00735741 -0.0046828 0.000258708 0.00479448 0.00114022 0.00492157 0.00298561 0.0153054 0.00745892 0.000672611 0.000221851 0.00129693 0.00456141 0.0100047 8.25264e-05 0.000298142 internal_weight=1.32576e+06 69190 3355 285 3070 2811 561 403 275 138 65835 1943 158 47 137 998 63892 515 2250 560 472 88 259 128 63377 7271 988 296 56106 945 internal_count=1325763 69190 3355 285 3070 2811 561 403 275 138 65835 1943 158 47 137 998 63892 515 2250 560 472 88 259 128 63377 7271 988 296 56106 945 cat_boundaries=0 1 cat_threshold=1057 is_linear=0 shrinkage=0.05 Tree=384 num_leaves=31 num_cat=1 split_feature=28 92 36 28 74 23 52 94 18 124 109 29 118 85 136 106 16 79 127 72 60 56 126 94 62 16 116 16 92 93 split_gain=2.2751 4.70019 6.89596 4.44244 3.82313 3.47862 3.47287 3.24072 3.22984 2.95166 2.84189 2.59706 3.17221 2.5557 2.48376 3.9225 4.01411 3.14179 2.6096 2.48238 2.55045 2.32025 2.55673 2.28278 10.5344 9.09983 7.41488 13.2901 7.18936 9.39503 threshold=1026.6499633789065 -0.016992477700114247 14.949999809265138 1029.4500122070315 0.82790029048919689 7.8650000095367441 2.4250000715255742 -0.12782872468233106 12.50999975204468 -0.8338540494441985 0.38695643842220312 1029.1499633789065 0.8038262426853181 0.65107348561286937 0 -0.49354073405265803 13.344999790191652 27.894999504089359 -0.70088258385658253 0.93876454234123241 0.91065999865531932 269.47349548339849 -0.91702514886856068 -0.56388694047927845 0.31273187696933752 10.405000209808351 0.35019405186176306 12.50999975204468 -0.21263441443443296 -0.21079885959625241 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=19 2 3 4 13 -6 -7 8 11 -5 -4 12 21 -2 -9 16 18 -17 -16 23 -21 -3 -23 24 -1 28 -27 -28 -26 -30 right_child=1 7 10 9 5 6 -8 14 -10 -11 -12 -13 -14 -15 15 17 -18 -19 -20 20 -22 22 -24 -25 25 26 27 -29 29 -31 leaf_value=0.00089127059534990631 -0.003018584005240839 -0.0095907187980154296 0.0026995291490471219 0.017556183800193002 -0.0057050872060156717 0.02129001862814893 0.0007847424317828476 -0.00029764859206557633 -0.0010997597911310468 0.0061030945921068634 -0.013076034448842736 0.013605945819169088 -0.013258402414309482 0.0045206529973597104 0.0076997574225458115 3.8800372554252281e-05 0.00016370469190219743 -0.006722749589374708 0.0025665344948820924 -0.0018053354549286229 0.00081650472002380448 -0.0070679367423571397 0.0086495657795118558 -3.1700656688725382e-05 -0.00018633202024246256 0.00017645062416688265 0.00065705077428584329 0.0049526263211072136 -0.00042395159535109388 -0.003218907928503332 leaf_weight=38885 126 23 41 66 248 23 202 12778 220 381 94 96 24 1042 277 4933 2072 178 2332 3621 1247 29 240 1085475 75910 71800 8229 2305 8076 4790 leaf_count=38885 126 23 41 66 248 23 202 12778 220 381 94 96 24 1042 277 4933 2072 178 2332 3621 1247 29 240 1085475 75910 71800 8229 2305 8076 4790 internal_value=2.41658e-06 0.000470836 0.00266713 0.00337524 0.00217155 -0.00162087 0.00288084 0.000260407 0.00379171 0.00779415 -0.00828494 0.00640366 0.00421562 0.00370734 0.000161525 0.000760247 0.00180671 -0.000196683 0.00311153 -6.74224e-06 -0.00113372 0.00565185 0.00695511 -2.50739e-06 0.000148394 -2.04257e-05 0.000358197 0.00159699 -0.000371574 -0.00146451 internal_weight=1.32576e+06 25425 2223 2088 1641 473 225 23202 632 447 135 412 316 1168 22570 9792 4681 5111 2609 1.30034e+06 4868 292 269 1.29547e+06 209995 171110 82334 10534 88776 12866 internal_count=1325763 25425 2223 2088 1641 473 225 23202 632 447 135 412 316 1168 22570 9792 4681 5111 2609 1300338 4868 292 269 1295470 209995 171110 82334 10534 88776 12866 cat_boundaries=0 1 cat_threshold=2250 is_linear=0 shrinkage=0.05 Tree=385 num_leaves=31 num_cat=2 split_feature=54 52 98 86 57 92 61 83 37 69 136 92 11 53 99 1 75 84 63 136 61 4 94 25 8 53 24 22 117 68 split_gain=2.71341 11.4266 10.9859 9.02373 6.95725 8.91001 10.1362 7.80753 12.9004 7.60105 7.55423 7.54248 7.47856 7.3566 7.89749 8.66408 6.98261 6.55163 6.45704 6.56673 6.43003 6.33936 6.33807 6.13455 5.97886 5.85008 6.13399 6.28476 5.84694 5.69754 threshold=2.6350001096725468 2.2649999856948857 -0.70563271641731251 0.84908017516136181 296.06683349609381 0.35256628692150122 0.39677925407886511 314.26911926269537 18.650000572204593 203.15656280517581 0 -0.95060402154922474 6.6499998569488534 4.7650001049041757 -0.74572178721427906 282.50000000000006 0.79654791951179515 0.82522499561309826 0.64616897702217113 1 0.25054396688938146 8.7500000000000018 0.64977422356605541 321.50000000000006 9.8499999046325701 0.10500000044703485 210.50000000000003 6.1250000000000009 -0.23343648016452787 317.60159301757818 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 7 12 -7 13 9 22 11 17 -6 16 -15 -16 -1 -11 25 -20 -12 -17 -9 -10 -18 26 27 -4 -8 -2 right_child=29 2 18 -5 5 6 28 8 23 10 20 -13 -14 14 15 21 24 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=9.9774664028263768e-06 -7.1372220846838234e-05 0.0019718171948308288 -0.002733808600057203 0.00037546378707952068 -0.0014816193680810691 -0.00346877407283029 -0.01920297345845029 -0.00049017381649316041 0.0035489426589661284 -0.0096720259210730849 0.0021214966884331309 0.0021828340296980732 0.0011844148143925768 -0.0011023049209868091 0.0028707857508661933 -0.027016719631242133 -0.0011515641863844952 0.011349926365616641 0.0033733457102418591 -0.0013303118042531934 0.00018281995279542153 -0.0049466053838841621 -0.0065920669145294727 0.01395507011729933 0.00075294505600151645 -0.00043831369830430068 -0.0029906141049791122 -0.026576101572757933 6.4367293004273422e-06 -0.00078399686491973329 leaf_weight=731724 429064 19478 52 16228 4558 5397 40 1397 317 41 5306 2716 6220 335 58 101 22438 386 2124 1134 22055 48 612 256 5048 13590 958 59 4097 30010 leaf_count=731724 429064 19478 52 16228 4558 5397 40 1397 317 41 5306 2716 6220 335 58 101 22438 386 2124 1134 22055 48 612 256 5048 13590 958 59 4097 30010 internal_value=-1.96709e-05 3.23849e-05 0.00073933 0.00124629 -1.42344e-05 -0.000927968 -0.0020414 9.17486e-06 0.000761054 0.000629986 0.000826182 0.00314402 5.6953e-05 -2.35683e-05 -0.00584666 -0.0135247 -1.94112e-05 0.00933143 -0.000270972 0.00174243 0.000558575 -0.0199069 -0.00234899 0.0081981 -0.000801787 -0.000718456 -0.00427985 -0.0154067 -0.000179296 -0.000117957 internal_weight=1.32585e+06 866773 53623 35706 813150 20312 9534 792838 33086 32513 30504 3143 10778 759752 542 207 759210 427 17917 3258 27361 149 2009 573 27486 14659 1069 111 4137 459074 internal_count=1325847 866773 53623 35706 813150 20312 9534 792838 33086 32513 30504 3143 10778 759752 542 207 759210 427 17917 3258 27361 149 2009 573 27486 14659 1069 111 4137 459074 cat_boundaries=0 1 2 cat_threshold=67 2833 is_linear=0 shrinkage=0.05 Tree=386 num_leaves=31 num_cat=3 split_feature=111 136 8 54 127 99 115 14 92 2 124 71 20 8 126 136 53 136 97 122 62 39 33 8 110 79 88 104 63 77 split_gain=2.51364 3.66319 4.64131 2.89436 2.81948 2.8121 2.81056 3.06443 3.38435 2.79917 7.56675 12.01 13.1015 8.56476 9.46774 7.61095 10.074 6.1138 6.39996 5.5918 5.04939 4.87668 4.81528 4.63361 5.77676 5.5644 4.83216 5.15158 4.61512 4.46308 threshold=-0.99307447671890248 0 12.750000000000002 1.7250000238418581 -0.47714059054851526 -0.87704172730445851 -0.80382624268531788 1.1749999523162844 -0.91995859146118153 257.50000000000006 0.35019405186176306 236.71809387207034 5.0750000476837167 5.8500001430511483 0.26722820103168493 1 5.8250000476837167 2 -0.15353369712829587 -0.60873827338218678 0.63531184196472179 17.349999427795414 14.050000190734865 10.949999809265138 0.73041296005249035 3.4550000429153447 -0.44385047256946558 -0.95001834630966175 0.27335476875305181 32.024999618530281 decision_type=2 1 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 left_child=1 -1 6 4 -4 -5 -3 -8 -9 10 29 -12 23 17 15 -15 21 18 -14 20 -20 -17 -19 24 26 -25 -13 -28 -26 -2 right_child=9 2 3 5 -6 -7 7 8 -10 -11 11 12 13 14 -16 16 -18 22 19 -21 -22 -23 -24 25 28 -27 27 -29 -30 -31 leaf_value=0.00087872965350810719 -5.3520316323813811e-05 -0.0023004097858641214 -0.0081802023029013075 -0.0011457808051830087 -0.028363972343504431 -0.0070397199636061565 0.013958953923903145 -0.0074443366586966738 0.0012870644987125765 -7.6914904247406434e-05 -2.9678854704195866e-05 0.0041735901238252457 0.0012279063248844255 0.0014216402277568117 0.00090053095581692764 0.0099068135782076558 0.0031828180332899789 0.00038664147447813697 0.012217834051698448 0.0051846491669322245 0.042987299114756752 -0.010567138422435771 -0.0012037690915144234 0.023597073871117664 -0.010296876038203843 0.0071435012926612937 0.004595217889822696 0.018971899805439854 0.0024060733350137632 0.00088128123070045433 leaf_weight=1648 428008 1685 62 395 24 415 43 124 1057 758565 66408 626 10258 2666 10634 953 2175 19461 40 212 20 30 6300 71 97 186 115 136 272 13161 leaf_count=1648 428008 1685 62 395 24 415 43 124 1057 758565 66408 626 10258 2666 10634 953 2175 19461 40 212 20 30 6300 71 97 186 115 136 272 13161 internal_value=-1.86866e-05 -0.00108998 -0.00193987 -0.00509149 -0.0138129 -0.00416552 -0.000975808 0.000847683 0.000370304 -1.42623e-05 7.03293e-05 0.000421197 0.000973099 0.00084194 0.00178803 0.0034085 0.00506528 0.000412889 0.00142727 0.00899855 0.0224743 0.00928197 -2.30164e-06 0.0055762 0.00431537 0.011689 0.00652371 0.012385 -0.000933184 -2.56332e-05 internal_weight=1.32585e+06 5453 3805 896 86 810 2909 1224 1181 1.32039e+06 561829 120660 54252 52749 16458 5824 3158 36291 10530 272 60 983 25761 1503 1246 257 877 251 369 441169 internal_count=1325847 5453 3805 896 86 810 2909 1224 1181 1320394 561829 120660 54252 52749 16458 5824 3158 36291 10530 272 60 983 25761 1503 1246 257 877 251 369 441169 cat_boundaries=0 1 2 3 cat_threshold=4197 6368 1824 is_linear=0 shrinkage=0.05 Tree=387 num_leaves=31 num_cat=1 split_feature=92 12 80 53 106 116 81 55 107 57 60 127 89 107 120 22 23 23 3 136 120 95 118 37 77 9 19 59 95 113 split_gain=2.5078 5.04205 5.62728 4.64497 4.15782 5.02617 4.37281 4.48059 3.97796 3.88563 4.68226 3.91915 4.68156 4.45259 4.45979 8.96307 5.74488 5.41928 5.55423 4.34875 4.75421 4.84469 4.58615 4.54315 4.27872 4.57323 4.28773 4.79952 4.21963 4.01431 threshold=-0.98365771770477284 3.2649999856948857 319.47601318359381 4.7650001049041757 -0.12849295139312741 -0.98897820711135853 342.23529052734381 0.73500001430511486 -0.86430794000625599 240.76595306396487 0.71186026930809032 0.55191597342491161 -0.83273342251777638 -0.44004365801811213 -0.60873827338218678 6.0250000953674325 7.4849998950958261 5.9049999713897714 327.50000000000006 0 0.095842104405164733 0.53578034043312084 -0.9914070963859557 13.650000095367433 26.695000648498539 11.949999809265138 7.4149999618530282 210.56484985351565 -0.40994508564472193 -0.49240480363368982 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 4 3 -3 6 8 9 -8 -6 10 11 12 -1 19 15 17 -17 18 29 20 21 23 -22 -13 -21 -26 27 -27 -14 -15 right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 -12 13 28 14 -16 16 -18 -19 -20 24 22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.0058259934102453531 -5.3154504297489726e-06 -0.0032422493986729913 0.024680586515460165 0.018149225698370072 0.0031654598697534071 -0.0017539822157339657 0.024695858255247862 0.0028591195234759273 -0.013273575349771622 -0.0017271015530110649 -0.001807370300951157 0.0010402320455623832 -0.00033048353069424627 -0.0040731182099658656 0.0012235292485759906 -0.00588552113622427 0.022429761679276176 0.043127935227345343 0.038250595778226856 0.001256286116051468 0.022040256468352636 -0.0078286313699406675 0.0034441130165723055 -0.0014045807028282347 0.019651398596215588 -0.0017286825699873434 -0.0024035022048411346 0.028856254439672518 -0.0028599438762684343 0.020983799064021199 leaf_weight=288 1283858 86 40 36 46 957 34 76 184 4691 4008 3415 15362 33 288 81 23 22 20 5345 37 221 319 4284 64 23 99 29 1847 31 leaf_count=288 1283858 86 40 36 46 957 34 76 184 4691 4008 3415 15362 33 288 81 23 22 20 5345 37 221 319 4284 64 23 99 29 1847 31 internal_value=-1.77514e-05 -0.000397994 0.00840594 0.00306999 -0.000432092 -0.00334902 -0.000346895 0.00960866 -0.00998577 -0.000373915 -0.000196795 6.00023e-06 -0.00049616 0.00061897 0.00526395 0.0108051 0.000376513 0.0210369 0.0152512 0.000451783 -0.000275259 -0.000529667 0.00537686 -0.00032015 0.00153172 0.0084503 0.00370281 0.0153283 -0.000601964 0.00806383 internal_weight=1.32585e+06 41989 162 122 41827 1187 40640 110 230 40530 35839 31831 17497 14334 498 210 104 106 84 13836 8276 7920 356 7699 5560 215 151 52 17209 64 internal_count=1325847 41989 162 122 41827 1187 40640 110 230 40530 35839 31831 17497 14334 498 210 104 106 84 13836 8276 7920 356 7699 5560 215 151 52 17209 64 cat_boundaries=0 1 cat_threshold=2627 is_linear=0 shrinkage=0.05 Tree=388 num_leaves=31 num_cat=3 split_feature=54 52 98 92 136 13 55 123 64 73 56 93 42 83 136 32 69 124 81 92 64 8 35 11 21 124 115 3 136 87 split_gain=2.54807 10.3064 9.85782 8.80251 9.91769 9.77631 10.8022 6.95296 6.8537 9.85318 6.92871 6.96514 6.54568 6.24796 11.5211 8.61459 8.56776 7.17053 6.46057 6.4561 6.40188 6.32944 8.27339 6.08734 8.38159 6.40985 6.3282 6.41229 6.00982 7.93348 threshold=2.6350001096725468 2.2649999856948857 -0.70563271641731251 -0.56327626109123219 0 1.735000014305115 1.7549999952316286 0.13052122294902804 23.884999275207523 0.85813441872596752 304.73338317871099 -0.16780704259872434 8.4499998092651385 310.16224670410162 1 18.650000572204593 195.78515625000003 0.99687939882278453 294.22041320800787 -0.16904257982969281 1.0850000381469729 12.84999990463257 9.0500001907348651 4.3500001430511483 4.8650000095367441 0.14780378341674807 -0.9099266231060027 330.50000000000006 2 0.8207918405532838 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 1 2 left_child=1 8 3 7 -5 6 -6 -3 9 10 13 -12 -13 18 15 16 -15 23 -1 -18 -20 -22 -23 25 26 -16 27 -25 29 -28 right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 11 12 -14 14 17 -17 19 -19 20 -21 21 22 -24 24 -26 -27 28 -29 -30 -31 leaf_value=2.1557533086748634e-05 -0.0001121084481106396 -0.0001670384274581287 -0.00025204387714179336 -0.00043641684769881356 0.0058054595720705938 0.0011260076406530209 0.0021708328243105024 0.0028518423488802071 0.0019419837859146628 -0.0013826586053034065 0.00043583322016058974 -0.0016566912760130348 -0.0075637243316347387 -0.0045387354042699763 0.00019139253944147787 0.0098869192327752167 0.0033485954284323961 0.0033312802579588876 -0.0019469164724206724 0.00041001744915598718 -0.00053361362729724404 -0.009614462129926931 0.0027155641692939688 0.015638304329378176 0.00082853184053561602 -0.0024094651690791439 0.02897801950757933 -0.0058560489913956695 -0.0036713519406006961 0.0011927384526158374 leaf_weight=701262 459074 13008 17917 3820 3297 7966 5380 2235 4469 13080 4473 7796 499 488 4973 351 5156 1711 7514 2932 29899 144 2464 94 18969 4524 31 55 2116 150 leaf_count=701262 459074 13008 17917 3820 3297 7966 5380 2235 4469 13080 4473 7796 499 488 4973 351 5156 1711 7514 2932 29899 144 2464 94 18969 4524 31 55 2116 150 internal_value=-1.68638e-05 3.35811e-05 0.00070498 0.00118521 0.00186278 0.00238933 0.00355188 0.000275604 -1.06941e-05 -2.14852e-05 8.93066e-07 -0.00115448 -0.00201204 1.97372e-05 0.000616376 0.00220689 0.00189513 0.000180415 -1.37053e-05 0.00228332 -0.000631593 -0.000327555 0.00203477 6.0704e-06 0.000473326 -0.00104755 -0.00228134 0.00770415 -0.00292907 0.00563994 internal_weight=1.32585e+06 866773 53623 35706 20463 16643 8677 15243 813150 808681 795601 12768 8295 782833 41550 8927 8576 32623 741283 8088 40021 32507 2608 30912 21415 9497 2446 149 2297 181 internal_count=1325847 866773 53623 35706 20463 16643 8677 15243 813150 808681 795601 12768 8295 782833 41550 8927 8576 32623 741283 8088 40021 32507 2608 30912 21415 9497 2446 149 2297 181 cat_boundaries=0 1 2 3 cat_threshold=2080 1091 4 is_linear=0 shrinkage=0.05 Tree=389 num_leaves=31 num_cat=2 split_feature=54 52 94 136 63 61 92 39 13 57 55 92 136 92 61 13 63 97 117 52 56 95 117 54 53 75 21 69 92 17 split_gain=2.3434 10.1252 10.3349 13.1187 10.0973 8.10043 8.06059 7.43729 7.59805 7.22084 6.79681 7.95939 6.77655 6.61681 8.17023 7.77835 6.49322 5.5327 5.45041 5.41614 12.5669 11.5747 8.61234 8.03864 7.10894 6.90047 6.19299 6.00834 8.24648 12.2357 threshold=2.1550000905990605 2.0349999666213994 0.7226114571094514 0 0.34102062880992895 0.30830112099647528 0.19989907741546634 16.250000000000004 1.1749999523162844 296.06683349609381 1.7150000333786013 -0.56327626109123219 1 0.32705008983612066 0.4090943187475205 2.1750000715255742 0.71090576052665722 -0.15353369712829587 -0.23343648016452787 4.1349999904632577 240.87440490722659 -0.90099188685417164 -0.8703225553035735 5.1549999713897714 10.925000190734865 0.53180477023124706 7.5750000476837167 266.82339477539068 -0.033637089654803269 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 9 10 4 5 -4 -5 -6 16 -1 11 -3 -13 15 -15 17 -9 -11 -16 20 24 -22 -23 25 -2 -21 -24 -25 29 -29 right_child=19 2 3 6 7 -7 -8 8 -10 13 -12 12 -14 14 18 -17 -18 -19 -20 23 21 22 26 27 -26 -27 -28 28 -30 -31 leaf_value=1.7870264403476625e-05 -5.7145441462255081e-05 0.00051919482531837923 -0.0056887091889524875 -0.0050736966392451238 0.0014391122652142813 0.00038143362091954997 -0.00052497484443177276 0.010403243994254522 0.0055039727696302269 -0.00079226348541821211 0.00062792826119538545 0.00094115411242287183 0.0040435367694944017 -0.0032141897045005804 -0.022055155205141223 0.0022187159307060556 0.04213551391980478 -0.01185653538696225 9.5152354724395297e-05 -0.00047107183368607877 -0.0036346861162742127 -0.004988636369085149 -0.00040139380265623564 0.00039566382756278472 0.0024046357285057674 0.00088613439369785894 -0.0018564417069177599 -0.0013415044965308931 -4.7611258427539908e-05 0.00014506971223577072 leaf_weight=771507 72038 4875 890 2006 4263 1437 1893 38 385 6457 18345 2593 5617 5298 28 2660 28 115 3413 12211 3742 1174 41678 51170 3057 40189 8869 33531 202767 23573 leaf_count=771507 72038 4875 890 2006 4263 1437 1893 38 385 6457 18345 2593 5617 5298 28 2660 28 115 3413 12211 3742 1174 41678 51170 3057 40189 8869 33531 202767 23573 internal_value=-1.60222e-05 3.52035e-05 0.000788196 -0.000535408 0.000753688 -0.00194019 -0.00285792 0.00208508 0.00819101 -5.20837e-06 0.00124891 0.00211952 0.00306977 -0.00099599 -0.0019821 -6.25393e-05 0.0238654 -0.000985871 -8.50885e-05 -0.000102281 -0.000378509 -0.000949313 -0.000755027 -3.05286e-06 4.30698e-05 0.000569859 -0.000656697 -9.95693e-05 -0.000197083 -0.000727834 internal_weight=1.32585e+06 831848 42370 10940 7041 2327 3899 4714 451 789478 31430 13085 8210 17971 8739 9232 66 6572 3441 493999 130558 55463 51721 363441 75095 52400 50547 311041 259871 57104 internal_count=1325847 831848 42370 10940 7041 2327 3899 4714 451 789478 31430 13085 8210 17971 8739 9232 66 6572 3441 493999 130558 55463 51721 363441 75095 52400 50547 311041 259871 57104 cat_boundaries=0 1 2 cat_threshold=2960 2098 is_linear=0 shrinkage=0.05 Tree=390 num_leaves=31 num_cat=0 split_feature=39 107 90 74 6 7 71 87 26 31 67 35 64 115 23 105 83 84 68 17 16 41 52 20 35 36 8 54 87 34 split_gain=2.47665 5.52181 4.92386 4.1745 3.86257 3.29239 3.09581 2.93133 3.00567 3.09142 2.7271 2.57853 2.52283 2.45038 2.28618 5.75899 5.94389 5.49937 5.33745 4.92472 4.64206 4.99476 4.64842 4.52788 4.81641 5.15173 4.45071 5.84345 6.6444 4.72456 threshold=7.2500000000000009 -0.53339222073554982 -0.9917425513267516 0.8035266399383546 11.550000190734865 14.650000095367433 310.09672546386724 0.89608284831047069 312.50000000000006 1013.3500061035157 3.8850001096725468 8.5500001907348651 2.685000061988831 -0.59480014443397511 5.0750000476837167 -0.96788445115089405 278.22178649902349 0.90062150359153759 296.35597229003912 4.8800001144409189 14.039999961853029 17.150000572204593 1.2150000333786013 4.5750000476837167 13.650000095367433 14.550000190734865 1.8499999642372134 1.0149999856948855 0.8680897355079652 15.050000190734865 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 -1 5 -4 7 10 8 12 -10 -6 -5 -3 -11 15 16 17 -2 -17 -20 21 23 -23 24 25 -18 27 -21 29 -29 right_child=14 3 4 11 6 -7 -8 -9 9 13 -12 -13 -14 -15 -16 18 20 -19 19 26 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0086852000463147495 0.0011615899341933941 0.00013639310566414199 -0.0057416900348042314 -0.0012803702780436125 -0.015594059331133628 0.014131039133989963 -0.0053362450726768549 0.018640710633586754 -0.019782858924008908 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0.0035788 0.00726906 0.0138813 0.00162511 0.00567494 0.00215621 0.00710433 internal_weight=1.32604e+06 766 371 395 328 337 99 278 256 107 65 58 149 75 1.32528e+06 104538 14081 10836 90457 7340 3245 2722 50 2672 634 192 7068 619 406 254 internal_count=1326043 766 371 395 328 337 99 278 256 107 65 58 149 75 1325277 104538 14081 10836 90457 7340 3245 2722 50 2672 634 192 7068 619 406 254 is_linear=0 shrinkage=0.05 Tree=391 num_leaves=31 num_cat=1 split_feature=39 107 94 112 20 27 34 37 66 62 30 38 12 65 13 95 75 60 67 13 64 136 41 34 35 77 94 31 98 43 split_gain=2.23518 4.98344 3.81827 3.68443 5.09437 3.91365 3.25748 2.99888 2.818 2.30817 3.50722 2.21727 2.101 10.2635 7.43062 9.48988 6.81655 5.18567 5.82785 4.61004 4.57985 4.85907 7.02646 4.61534 4.55184 5.9983 5.24204 8.02789 4.9604 4.49404 threshold=7.2500000000000009 -0.53339222073554982 0.39138577878475195 -0.8338540494441985 6.2950000762939462 325.50000000000006 8.2500000000000018 7.0499999523162851 8.8949999809265154 0.38932590186595922 1014.0499877929689 7.0499999523162851 1.544999957084656 5.1649999618530282 1.325000047683716 -0.12696203589439389 0.80633327364921581 0.79613736271858226 8.1050000190734881 0.99500000476837169 8.6149997711181658 0 6.3500001430511483 14.750000000000002 10.250000000000002 7.0150001049041757 -0.89261361956596363 1014.8500061035157 -0.62077561020851124 7.5499999523162851 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 2 -1 11 5 -5 -4 -8 -9 10 -7 -3 13 17 15 19 20 18 -2 -14 21 22 -15 -23 25 26 27 -18 -27 -24 right_child=12 3 6 4 -6 9 7 8 -10 -11 -12 -13 14 16 -16 -17 24 -19 -20 -21 -22 23 29 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.0027533147647513297 -2.2127462699508453e-06 0.019964069706232601 -0.0022671744376024667 -0.0047466739019074626 -0.011371493599838002 -0.0097757923627091996 -0.02883133113384247 -0.0029120889112451359 -0.025398122383789586 0.017347120324228991 0.011713291668542188 0.0033159802307555866 0.027734993091784416 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-0.00301084 -0.00713341 internal_weight=1.32604e+06 766 371 395 314 225 147 100 60 127 80 81 1.32528e+06 525572 799705 2832 54700 470872 463072 997 36493 27982 9970 18012 18207 1991 1574 63 417 561 internal_count=1326043 766 371 395 314 225 147 100 60 127 80 81 1325277 525572 799705 2832 54700 470872 463072 997 36493 27982 9970 18012 18207 1991 1574 63 417 561 cat_boundaries=0 1 cat_threshold=1236 is_linear=0 shrinkage=0.05 Tree=392 num_leaves=31 num_cat=1 split_feature=16 93 116 108 56 4 81 96 65 65 23 104 118 39 84 52 136 37 101 36 29 35 103 32 0 6 66 7 97 55 split_gain=2.08509 3.18974 3.34118 3.53723 3.4429 4.7614 4.11571 3.46779 2.82917 3.44721 2.50569 2.1712 4.38893 3.83228 4.67635 4.00119 4.90474 4.66073 3.87394 3.55103 5.82509 5.06972 4.35923 4.0507 6.1947 5.84374 2.94512 2.92821 2.89402 3.36728 threshold=20.04999923706055 0.37362213432788854 -0.81408452987670887 0.25409485399723059 253.9344177246094 4.9500000476837167 316.20072937011724 -0.90841326117515553 7.2149999141693124 2.2150000333786015 7.5050001144409189 0.17143167555332187 0.87032255530357372 18.849999427795414 0.79267975687980663 19.545000076293949 0 10.84999990463257 -0.42358823120594019 13.34999990463257 1009.9500122070314 10.949999809265138 0.42774106562137609 15.449999809265138 101.50000000000001 2.9500000476837163 4.4849998950958261 13.550000190734865 -0.87616583704948414 0.69499999284744274 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=11 2 3 -2 5 7 8 -4 9 -7 -9 -1 13 14 -13 16 18 -18 -16 20 22 -21 27 24 -23 -25 -24 -19 29 -26 right_child=1 -3 4 -5 -6 6 -8 10 -10 -11 -12 12 -14 -15 15 -17 17 19 -20 21 -22 23 26 25 28 -27 -28 -29 -30 -31 leaf_value=-2.1033417832222649e-07 0.0082994346118842564 3.662602654277614e-05 0.010667085549881177 -0.0058199536259271557 0.0022584683547555405 0.00064938594365403766 0.036399467147531964 0.0036474424456669529 -0.0028757126225779457 0.025363769156988278 -0.010554287330402683 0.00043881239565178018 0.0077131879104879401 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internal_weight=1.32604e+06 5101 1920 257 1663 352 109 243 88 64 136 1.32094e+06 6844 6699 6565 3314 2560 1864 696 1841 1103 738 394 717 566 151 81 313 313 187 internal_count=1326043 5101 1920 257 1663 352 109 243 88 64 136 1320942 6844 6699 6565 3314 2560 1864 696 1841 1103 738 394 717 566 151 81 313 313 187 cat_boundaries=0 1 cat_threshold=1125 is_linear=0 shrinkage=0.05 Tree=393 num_leaves=31 num_cat=0 split_feature=23 79 123 20 59 126 113 124 105 83 117 65 59 28 0 113 53 122 34 27 16 9 8 14 28 58 58 67 92 67 split_gain=2.0496 5.20706 5.93522 8.98881 5.46408 5.12307 5.87146 5.03638 4.90983 6.93195 5.22555 4.88773 4.81019 5.07556 4.76944 5.00836 4.73677 6.43047 6.27327 5.72262 6.02759 5.16774 4.6928 8.51941 6.07509 4.98044 4.6833 4.48927 4.6856 4.43631 threshold=5.0750000476837167 11.875000000000002 -0.36648726463317866 4.8350000381469735 237.78278350830081 0.88697704672813427 0.14780378341674807 0.87032255530357372 -0.96788445115089405 278.22178649902349 -0.11319890245795249 8.2249999046325701 296.45748901367193 1014.3500061035157 274.50000000000006 -0.99687939882278431 0.22500000149011615 -0.8703225553035735 15.949999809265138 245.50000000000003 9.5450000762939471 8.1500000953674334 3.5499999523162846 2.2250000238418584 1012.0499877929689 254.5458908081055 306.08502197265631 0.15500000119209292 -0.21263441443443296 0.75499999523162853 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 4 7 5 6 11 26 9 10 16 -3 29 -14 -11 -16 17 18 21 -20 -21 27 23 24 -5 -26 -4 28 -1 -12 right_child=-2 2 3 22 -6 -7 -8 -9 -10 14 12 -13 13 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0011021062436445458 -1.909411434906846e-05 0.0022108075462270458 -0.0089232287727845222 0.022613390878817381 0.00074083704251817241 0.0084939281533050522 0.024841476681952676 0.0028206634110237443 -3.6922159663495813e-05 0.0013898318400926129 -0.0010867776919420834 0.015252556324609229 -0.013120864655201634 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-0.00013832 internal_weight=1.32604e+06 104705 8699 2606 6093 3044 2567 389 96006 13110 10348 2537 6630 299 2762 1214 3718 1174 714 262 241 452 2217 485 419 361 300 337 85 6331 internal_count=1326043 104705 8699 2606 6093 3044 2567 389 96006 13110 10348 2537 6630 299 2762 1214 3718 1174 714 262 241 452 2217 485 419 361 300 337 85 6331 is_linear=0 shrinkage=0.05 Tree=394 num_leaves=31 num_cat=1 split_feature=89 92 136 0 0 91 73 99 27 102 25 65 30 109 68 97 11 88 124 115 21 70 30 53 101 53 117 82 85 26 split_gain=2.0276 4.87362 4.54694 6.66355 5.17013 4.53813 5.76398 5.49793 4.25014 4.11481 4.74522 4.49726 4.87123 4.33343 4.01364 3.9913 4.46172 3.95831 3.8424 5.65341 6.76278 4.27186 3.8946 3.83825 4.63922 3.75147 4.0715 4.39033 3.69129 5.94789 threshold=0.30732406675815588 0.58102527260780346 0 12.500000000000002 43.500000000000007 -0.5035000443458556 0.47161723673343664 -0.92428982257843006 346.50000000000006 0.65134114027023327 317.50000000000006 33.835000991821296 1013.8500061035157 0.57125443220138561 337.23348999023443 -0.99982127547264088 3.0499999523162846 -0.95754140615463246 0.86159634590148937 -0.39873388409614557 6.1349999904632577 320.77264404296881 1012.3500061035157 0.034999999217689044 -0.38361492753028864 0.064999999478459372 0.95878320932388317 325.44705200195318 0.79184427857398998 307.50000000000006 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 4 5 -2 17 7 -7 25 10 15 12 13 -11 23 -3 -17 -4 19 20 -15 22 -20 24 -6 -5 -27 -28 -12 -30 right_child=1 9 3 8 14 6 -8 -9 -10 11 28 -13 -14 18 -16 16 -18 -19 21 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=6.3552431772909058e-06 -0.0019336958320542539 0.017670167377218604 -0.0054371742471786486 -0.018735232937239832 -0.0079731337094147287 0.03503389902878553 -0.0037915003677231394 0.0036325970684866547 -0.012090555167301223 0.010275112649348255 -0.01221593741380099 0.0062684894578220948 -0.0031334740355504868 -0.0028370010538198045 0.013230334723746216 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2482 1374 1108 1024 377 6535 1023 999 215 353 210 180 143 48 6466 122 6556 6525 121 351 320 internal_count=1326043 17761 15279 7141 8138 491 276 66 6650 2482 1374 1108 1024 377 6535 1023 999 215 353 210 180 143 48 6466 122 6556 6525 121 351 320 cat_boundaries=0 1 cat_threshold=3521 is_linear=0 shrinkage=0.05 Tree=395 num_leaves=31 num_cat=5 split_feature=12 81 14 57 29 73 111 59 66 136 136 136 52 29 38 33 136 57 12 13 62 56 119 29 8 29 26 136 2 26 split_gain=2.40879 11.597 6.42834 8.42796 8.86153 6.30292 6.10707 8.70699 6.75168 6.31205 5.64524 5.57103 7.21483 5.49895 10.3384 5.42422 7.05532 5.3463 5.96243 7.13298 5.55115 5.29844 5.24237 5.28369 4.93691 5.5309 4.86459 4.73376 5.75137 4.65903 threshold=1.1649999618530276 304.99630737304693 1.3650000095367434 182.10820007324222 1013.4500122070314 0.69421681761741649 -0.24471236765384671 66.898452758789077 6.0150001049041757 0 1 2 0.35500000417232519 1011.6499938964845 11.949999809265138 15.949999809265138 3 192.86135864257815 1.294999957084656 1.1950000524520876 0.38932590186595922 279.60728454589849 -0.99535831809043873 1018.0499877929689 10.150000095367433 1009.2500000000001 317.50000000000006 4 325.50000000000006 310.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 6 3 -2 15 11 7 -1 9 -9 -3 12 17 14 -12 16 -5 20 -19 -20 -6 -8 23 -14 -18 -26 -11 28 -27 -15 right_child=2 10 -4 4 5 -7 21 8 -10 26 13 -13 22 29 -16 -17 24 18 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=-0.0070218514571175105 7.6389553440359598e-06 -0.0021657103020793354 -5.749135923147513e-06 -0.0021711944469543841 0.0075407253727316857 0.00033868485739019759 7.6092090065876797e-05 0.004165771100141177 -0.0056293313709982074 -0.00086458491000042164 0.036036582291126253 0.00098345415634741411 0.0046128667437455705 -0.0014674012073976196 0.0021525827411206368 -0.0015308292293224066 0.00056471395677930455 -0.0011390192115891583 0.027924158877017453 0.0072139915507286783 0.041206126209969329 -0.0011601530392307553 0.0019318995383287843 0.017471053529791818 -0.0012067920050659224 0.015830814816200963 0.0098412059138694372 0.003757346136701287 -0.010108277063894396 0.00088688965850865567 leaf_weight=580 75286 9317 911142 2159 25 14987 233042 671 681 12731 23 16279 414 8171 1060 5116 8694 158 51 225 24 9002 11888 99 358 195 107 617 24 2829 leaf_count=580 75286 9317 911142 2159 25 14987 233042 671 681 12731 23 16279 414 8171 1060 5116 8694 158 51 225 24 9002 11888 99 358 195 107 617 24 2829 internal_value=7.47764e-06 -0.000123303 4.22047e-05 0.000362066 0.000797265 0.00117205 -3.01168e-05 -0.00101716 -0.00077172 -0.000526844 -0.00124159 0.00160032 0.00237712 -0.000526796 0.00287219 -0.000166823 0.000412429 0.00837429 0.00660672 0.0110409 0.0240299 3.01142e-05 0.00214545 0.00709427 0.000977759 0.0039935 -0.000774753 0.00622041 0.012421 -0.00086192 internal_weight=1.32596e+06 278214 1.04774e+06 136599 61313 44150 256814 14770 14190 13509 21400 29163 12884 12083 1083 17163 12047 483 434 276 49 242044 12401 513 9888 1194 12838 836 219 11000 internal_count=1325955 278214 1047741 136599 61313 44150 256814 14770 14190 13509 21400 29163 12884 12083 1083 17163 12047 483 434 276 49 242044 12401 513 9888 1194 12838 836 219 11000 cat_boundaries=0 1 2 3 4 5 cat_threshold=1794 4274 1814 150 1312 is_linear=0 shrinkage=0.05 Tree=396 num_leaves=31 num_cat=3 split_feature=12 81 15 67 116 52 136 70 101 59 34 85 39 63 105 97 136 31 136 6 1 57 40 91 7 52 99 95 127 86 split_gain=2.17387 10.5109 5.95016 9.78736 6.73429 12.0077 7.64683 7.0952 5.76346 5.99257 5.584 5.31052 7.56066 7.53004 6.23197 5.2808 5.1293 4.99254 4.98178 4.88892 6.39017 5.56001 4.84723 4.77918 4.61695 6.09331 5.11704 5.05425 4.61626 5.49807 threshold=1.1649999618530276 310.40588378906256 1.325000047683716 0.83499997854232799 0.38266885280609136 0.39499999582767492 0 289.43148803710943 0.012764917220920326 226.45755767822268 15.250000000000002 0.83850604295730602 17.349999427795414 0.77299627661705028 -0.6793290078639983 -0.97764274477958668 1 1016.2500000000001 2 2.3500000238418584 1.0000000180025095e-35 250.12397003173831 9.5500001907348651 -0.38523547351360315 5.2500000000000009 0.074999999254941954 -0.70901557803153981 0.68534651398658764 -0.35019405186176294 0.79577830433845531 decision_type=2 2 2 2 2 2 1 2 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 15 3 8 -5 11 22 -8 9 -2 16 13 14 19 -13 24 -9 -14 -3 21 -21 -6 -7 -11 27 26 -26 -1 29 -27 right_child=2 18 -4 4 5 6 7 10 -10 23 -12 12 17 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 28 -28 -29 -30 -31 leaf_value=-0.00075503217017196689 -0.000319670267508159 -0.0029382853400136007 -4.7480911826448554e-06 0.00039081057289971715 0.030622332960566774 0.0028349869474432686 0.0015437104161528084 -0.0012581128909511291 7.480752161205531e-05 -0.0038015878981589313 -0.0037897675717136442 -0.0016626770338343062 0.0030787715043586036 -0.014834504287207366 0.0074977112962808061 4.1959171225104844e-05 0.001808230522484421 0.031668737017222358 -0.00084882074865384868 -0.015012769539047172 0.0099460968359759896 0.0022636369178071617 -0.0014410607083238127 -0.02427789661391028 0.0043343642142007937 0.0019371932520549824 -0.013030446634035154 -0.0039603395759315943 0.00048117029556028821 -0.0056166372233601384 leaf_weight=27248 2603 4033 917750 35106 56 7194 7740 3347 66633 1641 1184 482 26 31 302 228321 2287 37 9793 27 511 25 730 29 1185 361 44 1288 5217 724 leaf_count=27248 2603 4033 917750 35106 56 7194 7740 3347 66633 1641 1184 482 26 31 302 228321 2287 37 9793 27 511 25 730 29 1185 361 44 1288 5217 724 internal_value=7.10548e-06 -0.000117134 4.00957e-05 0.000356697 0.000831977 0.00147786 0.00118914 0.000507362 -3.93467e-05 -0.00181946 -0.000668387 0.00581388 0.00320506 0.00921336 0.00186594 -4.68548e-05 -1.24209e-05 0.0198697 -0.00146105 0.0104177 0.00869351 0.0218696 0.00243798 -0.00415716 -0.000609089 0.000492103 0.00371268 -0.000899707 -0.000135965 -0.00310334 internal_weight=1.32596e+06 278214 1.04774e+06 129991 59085 23979 22482 14558 70906 4273 6818 1497 847 650 784 264388 5634 63 13826 619 538 81 7924 1670 36067 7531 1229 28536 6302 1085 internal_count=1325955 278214 1047741 129991 59085 23979 22482 14558 70906 4273 6818 1497 847 650 784 264388 5634 63 13826 619 538 81 7924 1670 36067 7531 1229 28536 6302 1085 cat_boundaries=0 1 2 3 cat_threshold=1298 704 4210 is_linear=0 shrinkage=0.05 Tree=397 num_leaves=31 num_cat=0 split_feature=80 65 23 67 57 95 31 7 9 34 73 24 34 13 99 126 84 33 29 88 53 62 90 86 52 90 60 22 62 72 split_gain=2.00549 3.68299 6.20628 7.75126 4.89816 5.01114 4.63324 4.52588 4.36538 5.2373 4.18286 4.87918 3.83271 7.55315 4.17758 3.54493 3.3544 3.71595 4.69739 4.4271 4.15893 5.05159 3.52486 3.48092 3.09917 2.90335 2.88647 3.17076 2.80764 3.45783 threshold=345.91271972656256 2.3649998903274541 5.1649999618530282 0.39499999582767492 135.47791290283206 -0.27991907298564905 1012.3500061035157 11.34999990463257 17.250000000000004 14.449999809265138 0.92948693037033092 350.50000000000006 11.250000000000002 1.8550000190734866 -0.53797048330306996 0.98897820711135875 0.92326024174690258 11.949999809265138 1020.0499877929689 -0.19663017243146894 1.0149999856948855 0.30576424300670629 -0.52369385957717884 0.87111860513687145 0.55500000715255748 -0.077440150082111345 0.27760526537895208 5.0950000286102304 0.37507359683513647 0.80549004673957836 decision_type=2 2 2 2 2 2 2 2 2 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 26 5 -4 -6 16 9 12 -3 -12 13 -5 15 -14 17 18 19 -8 21 23 -23 -19 -11 -13 -2 -28 29 -7 right_child=1 10 4 8 6 28 7 -9 -10 24 11 25 14 -15 -16 -17 -18 20 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=1.0753632873964211e-05 0.0017911126323301215 5.94262599905541e-06 -0.027279314161701637 -0.028461142200166767 0.013929721958831782 -0.016924228625936413 -0.011295340161245221 0.011350378638044709 -0.021558732596727519 -0.027774734613062308 0.0010421862594426031 -0.010916531430557371 -0.0044684458618699492 0.012060330808162691 0.023667488756644376 0.01467215992146876 0.014492731625214221 0.0021825144356437797 0.0017114137765020132 -0.031137834746088534 -0.0084189148521602135 0.018564087247306651 -0.0040789376944303513 -0.017286641008563735 -0.004077015435826537 -0.033210947121615 0.029287602135445925 0.0056552944874221633 0.0016029887677868828 0.0047509686292513563 leaf_weight=1320355 29 4244 44 23 36 92 117 42 26 22 58 40 59 23 34 41 20 58 49 37 193 55 25 38 37 23 40 22 50 23 leaf_count=1320355 29 4244 44 23 36 92 117 42 26 22 58 40 59 23 34 41 20 58 49 37 193 55 25 38 37 23 40 22 50 23 internal_value=6.74898e-06 -0.000937458 -0.00334811 0.00222146 -0.00560382 -0.0122866 -0.00351919 -0.00450999 -0.00210198 1.46547e-05 -0.000255406 -0.00942204 0.0042522 -0.00820041 0.00852698 0.0033792 -0.00563521 -0.00633899 -0.0117724 -0.0160627 -0.00334988 0.00220878 0.0114881 -0.00552403 -0.0129135 -0.0190558 0.0148117 0.0209019 -0.00828853 -0.0125892 internal_weight=1.32596e+06 5600 1235 356 879 209 670 634 265 239 4365 121 180 46 134 100 592 572 203 154 369 176 80 96 59 63 91 62 165 115 internal_count=1325955 5600 1235 356 879 209 670 634 265 239 4365 121 180 46 134 100 592 572 203 154 369 176 80 96 59 63 91 62 165 115 is_linear=0 shrinkage=0.05 Tree=398 num_leaves=31 num_cat=1 split_feature=55 63 27 7 22 67 108 92 81 103 23 25 29 26 32 18 37 59 57 136 38 69 3 56 60 4 21 53 34 37 split_gain=1.97831 4.27274 3.34845 3.27045 3.38299 3.04633 3.39139 3.04691 4.11056 4.00266 3.10139 2.99691 4.06065 5.88721 3.5693 2.8648 3.0807 2.90151 3.63116 3.19794 3.78294 3.1911 2.73593 2.70686 4.99362 5.24125 4.01917 4.81345 2.84524 4.47488 threshold=41.364999771118171 0.8352344036102296 319.50000000000006 14.550000190734865 5.3650000095367441 25.714999198913578 -0.67060548067092884 0.13691522181034091 275.96827697753912 0.49976238608360296 8.4650001525878924 291.50000000000006 1011.8500061035157 304.50000000000006 11.949999809265138 12.50999975204468 9.4499998092651385 259.74768066406256 280.96820068359381 0 15.34999990463257 299.48683166503912 332.50000000000006 215.05610656738284 0.4640102237462998 0.94999998807907116 5.7149999141693124 0.10500000044703485 9.5500001907348651 8.6500000953674334 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 3 15 -1 22 6 -3 8 9 -7 -11 -10 13 -13 -14 16 -2 19 21 20 -17 -19 -5 -6 25 -25 27 -27 -28 -30 right_child=2 5 -4 4 23 7 -8 -9 11 10 -12 12 14 -15 -16 17 -18 18 -20 -21 -22 -23 -24 24 -26 26 28 -29 29 -31 leaf_value=7.4499591704244786e-07 0.0047113751402346714 -0.002532306494600628 0.0011597956168357584 0.0039798434973276056 -0.00011467183051989602 0.0010345593845904268 0.00047933150203857016 0.0020660770497156825 -8.408021131179614e-05 0.0043026894931831672 0.027972309682518244 -0.0090232335821573816 -0.0029315917193106994 0.018383218384244376 -0.014494064195452284 0.00043745371435567295 -0.0013670363087930962 0.00070298724972844579 -0.0003599023618960286 -0.0028075063350937331 0.016841285882860817 -0.0061743987220399393 0.01667661280184634 -0.014564135902234028 0.00039547052987690801 0.012503534888333463 0.011358222062826728 -0.0055186170529840251 -0.0032718147266075598 0.0059517641776021465 leaf_weight=1222682 214 988 3952 198 3961 787 17356 5684 377 31 25 43 119 36 152 468 8043 12370 42159 1947 38 171 54 37 2604 47 183 175 154 900 leaf_count=1222682 214 988 3952 198 3961 787 17356 5684 377 31 25 43 119 36 152 468 8043 12370 42159 1947 38 171 54 37 2604 47 183 175 154 900 internal_value=6.41153e-06 2.07604e-05 -0.000253538 7.46498e-06 0.000995844 0.000660129 0.000317126 0.00152752 -0.000422273 0.00195361 0.0148695 -0.00317725 -0.00650903 0.00346578 -0.00941682 -0.00033893 -0.0012095 -0.000213157 -0.000137715 -0.00189547 0.00163701 0.000609212 0.00670058 0.000817505 0.00171808 0.00402027 0.00449156 -0.00170312 0.0056033 0.00460411 internal_weight=1.32596e+06 1.25659e+06 69362 1.231e+06 8313 25598 18344 7254 1570 843 56 727 350 79 271 65410 8257 57153 54700 2453 506 12541 252 8061 4100 1496 1459 222 1237 1054 internal_count=1325955 1256593 69362 1230995 8313 25598 18344 7254 1570 843 56 727 350 79 271 65410 8257 57153 54700 2453 506 12541 252 8061 4100 1496 1459 222 1237 1054 cat_boundaries=0 1 cat_threshold=2852 is_linear=0 shrinkage=0.05 Tree=399 num_leaves=31 num_cat=1 split_feature=12 81 14 68 54 136 74 109 52 74 52 83 122 93 41 59 107 52 108 122 9 29 127 120 99 87 30 61 87 3 split_gain=1.96012 9.61693 5.64811 12.0094 7.17887 7.13328 5.77621 6.7732 5.70013 5.59959 8.68414 9.04969 5.58802 6.01674 5.26355 5.18805 5.03624 11.0428 10.2279 8.14534 5.45499 5.57082 5.55893 6.00658 6.8321 5.3712 5.249 5.5462 5.10598 5.29946 threshold=1.1649999618530276 304.99630737304693 1.1549999713897707 287.72865295410162 0.66500002145767223 0 0.40351140499114996 0.85628703236579906 2.0649999380111699 0.66500744223594677 0.78499999642372142 272.92924499511724 -0.95368063449859608 -0.87012585997581471 11.34999990463257 298.71585083007818 -0.98437681794166554 0.31499999761581426 0.052133476361632354 -0.72534674406051625 5.8500001430511483 1012.6499938964845 0.608738273382187 -0.70088258385658253 -0.92698165774345387 0.79076454043388378 1009.2500000000001 0.25466342270374304 0.88951063156127941 248.50000000000003 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 9 3 8 -5 12 7 -7 -2 15 11 -11 13 -6 -10 16 17 18 19 20 22 -22 23 24 -1 -19 -21 -28 29 -23 right_child=2 -3 -4 4 5 6 -8 -9 14 10 -12 -13 -14 -15 -16 -17 -18 25 -20 26 21 28 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0062278795052961205 -0.00010743876531968551 -0.0011302432761716875 1.4607203310200529e-05 0.0077764853142769687 0.039765346183886996 -0.0029594834379136408 0.0016546054720387377 -0.027202994613617193 0.001911658725616096 -0.0032542993361857281 -9.1528960235742884e-05 -0.00013103981895140821 0.0045922719619014979 0.0097556708447375639 -0.0015008433061948062 -0.0020813255512625805 -2.0599367676840905e-06 0.001117649871318182 -0.0014056453127051704 0.022246038277586134 -0.0049345906474021232 -0.0032571187710304186 -0.0077707946940089563 0.0010692600560674541 0.019112847923796864 -0.00044785633004863648 0.0019452761804898949 0.0094477927014108478 -0.0059221498555388705 0.0086189228564280598 leaf_weight=604 24915 21400 1008798 643 23 289 3247 32 7298 5431 20582 4048 1098 61 1337 2799 197498 10185 1009 59 384 131 83 449 124 11858 370 737 131 332 leaf_count=604 24915 21400 1008798 643 23 289 3247 32 7298 5431 20582 4048 1098 61 1337 2799 197498 10185 1009 59 384 131 83 449 124 11858 370 737 131 332 internal_value=6.0899e-06 -0.000111884 3.74163e-05 0.000628273 0.00281828 0.0021471 0.00101921 -0.00537628 0.000276239 -2.70251e-05 -0.000668254 -0.00192051 0.00549666 0.0179726 0.00138328 5.79837e-05 8.4721e-05 0.000732554 0.00301561 0.00432613 0.00256071 -0.000241191 0.00473552 0.00561744 0.00842257 0.000275488 0.00771466 0.00694018 0.00279293 0.00525875 internal_weight=1.32596e+06 278214 1.04774e+06 38943 5393 4750 3568 321 33550 256814 30061 9479 1182 84 8635 226753 223954 26456 4413 3404 2238 978 1260 1177 728 22043 1166 1107 594 463 internal_count=1325955 278214 1047741 38943 5393 4750 3568 321 33550 256814 30061 9479 1182 84 8635 226753 223954 26456 4413 3404 2238 978 1260 1177 728 22043 1166 1107 594 463 cat_boundaries=0 1 cat_threshold=1282 is_linear=0 shrinkage=0.05 Tree=400 num_leaves=31 num_cat=1 split_feature=79 76 95 81 30 19 73 10 92 107 100 54 12 92 79 5 81 64 65 31 92 6 3 7 95 136 26 33 82 36 split_gain=2.10392 9.06211 7.76714 9.12736 9.66948 7.23124 8.13759 6.31975 6.09156 5.98208 5.64076 7.64311 9.90852 7.34591 7.16163 6.55984 6.02076 6.09067 6.2166 5.67046 5.87796 5.60097 5.49291 7.21851 6.20746 7.75949 5.49019 6.52219 5.39196 7.37766 threshold=12.494999885559084 11.025000095367433 0.99608978629112255 316.72137451171881 1016.5499877929689 6.9049999713897714 0.58572745323181163 7.7500000000000009 -0.25851632654666895 -0.72859629988670338 0.21431214362382892 7.0250000953674325 2.0049999952316289 0.96590647101402294 4.555000066757203 8.1500000953674334 299.85722351074224 0.95499998331069957 0.33500000834465032 1017.5499877929689 0.90489697456359874 13.750000000000002 124.50000000000001 0.75000000000000011 0.53578034043312084 0 303.50000000000006 19.250000000000004 321.81889343261724 20.750000000000004 decision_type=2 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 28 10 4 -4 8 21 -5 22 -8 13 12 14 -3 -12 -16 -14 18 -18 20 -17 26 23 -2 25 -24 -7 -28 -1 -30 right_child=5 2 3 7 -6 6 9 -9 -10 -11 11 -13 16 -15 15 19 17 -19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 29 -31 leaf_value=8.6316026201079699e-06 0.0038249143756943862 0.00019717221743998059 -0.0038062711779463889 -0.0047162440949470898 0.00069457671878342267 -0.00019108246823396481 -0.00035721856424941132 0.0033691306882784179 -2.2548167442057783e-05 0.00019882794204501743 0.0041251833237414539 0.00033890738946800098 0.0042539275613651395 -0.0056577991767051061 0.0012063670052609703 -0.00040746967658975914 0.013604993070475758 0.002088674151950545 -0.010384741264013196 -0.0034496103592819988 0.0088568578300240279 0.0030669569898010146 0.0048229916293823843 -0.0024596717276407828 -0.0013322547538111985 0.0014664110114080871 -0.0018515130043137559 0.009027436326036779 -0.00097530047570760072 0.018656531475729331 leaf_weight=985822 641 22143 3197 289 1904 8718 108509 1476 13594 87272 1367 22691 3918 549 7829 2889 32 7958 173 1712 182 795 2642 1591 1132 5000 15590 139 15960 48 leaf_count=985822 641 22143 3197 289 1904 8718 108509 1476 13594 87272 1367 22691 3918 549 7829 2889 32 7958 173 1712 182 795 2642 1591 1132 5000 15590 139 15960 48 internal_value=4.30443e-06 3.43407e-05 0.000552348 -0.00105394 -0.00212628 -0.000127782 -0.00021829 0.00204524 0.00068541 -0.000109353 0.00070672 0.00100983 0.00159402 5.55197e-05 0.000687661 0.000315072 0.00264277 0.00186947 -0.00664 -0.00114384 0.000141572 -0.00106322 0.00155984 -0.000654824 0.00212323 0.00263508 -0.00119753 -0.00175537 -6.1498e-06 -0.000916434 internal_weight=1.32576e+06 1.08014e+06 78309 6866 5101 245623 221023 1765 24600 195781 71443 48751 26060 22692 13979 12612 12081 8163 205 4783 3071 25242 11006 2232 8774 7642 24447 15729 1.00183e+06 16008 internal_count=1325762 1080139 78309 6866 5101 245623 221023 1765 24600 195781 71443 48751 26060 22692 13979 12612 12081 8163 205 4783 3071 25242 11006 2232 8774 7642 24447 15729 1001830 16008 cat_boundaries=0 1 cat_threshold=6544 is_linear=0 shrinkage=0.05 Tree=401 num_leaves=31 num_cat=1 split_feature=90 94 29 126 65 75 11 13 21 25 81 53 30 73 57 11 89 88 60 24 0 8 91 60 81 136 86 64 39 37 split_gain=2.06704 6.20608 5.08648 4.79812 6.80392 4.44654 4.21198 4.04171 4.39925 4.25416 4.02986 3.93891 4.48065 4.18527 4.28625 3.99753 5.23437 4.23113 3.8716 3.80506 6.74193 4.8511 3.76142 3.75965 3.78327 3.72568 4.34984 4.07767 4.58557 5.60636 threshold=0.15800084173679355 0.071075554937124266 1025.6499633789065 0.7933231294155122 16.515000343322757 0.28162878751754766 14.949999809265138 1.9550000429153445 6.8150000572204599 335.50000000000006 320.15106201171881 0.42499999701976782 1016.4500122070314 0.29871323704719549 201.27823638916018 3.3500000238418584 -0.9590352177619933 -0.94475251436233509 0.31751067936420446 347.50000000000006 347.50000000000006 6.5499999523162851 0.18408679962158206 0.4377278089523316 309.07545471191412 0 0.89636605978012096 4.3650000095367441 16.349999427795414 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 1 2 2 2 2 left_child=-1 3 5 -2 6 22 25 -6 23 10 -10 15 13 14 -13 16 -7 -18 -12 21 -21 -17 -3 24 -9 27 -27 28 29 -5 right_child=1 2 -4 4 7 11 -8 8 9 -11 18 12 -14 -15 -16 19 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=1.3042520682400661e-05 -0.00052166838467703576 -0.01142208325257525 0.010259173145091319 0.014238766687498853 0.027986810364477012 0.010118217689349601 0.0088892560480375565 0.036747456742450599 0.0031056221729765339 0.020670232618795126 -0.030460362276062372 -0.0090274107885425503 -0.00035686598316954002 -0.0043802678224023313 0.017713886819953142 -0.0014323195232084601 0.006493435973754607 -0.012348620616983063 -6.4583012664859953e-05 -0.01937891766314815 0.0080410950304940342 0.0067238309101768498 0.0084599926464660608 -0.004413053138181567 0.012842819801880978 0.00061697252593005995 -0.004469255455900629 -0.00098016108716061966 0.020306886861721676 -0.010188392437313025 leaf_weight=1299060 15740 200 83 55 23 46 153 20 141 26 20 23 1315 2239 43 302 37 153 22 51 40 460 27 25 96 4664 462 120 75 41 leaf_count=1299060 15740 200 83 55 23 46 153 20 141 26 20 23 1315 2239 43 302 37 153 22 51 40 460 27 25 96 4664 462 120 75 41 internal_value=4.09158e-06 -0.000431374 -0.00201575 -6.46365e-05 0.00114581 -0.00222215 0.000708012 0.00768343 0.00634921 0.00174493 -0.000943909 -0.00189266 -0.00268581 -0.00401447 0.00839495 0.000743872 -0.00501544 -0.00867938 -0.0145388 0.0023373 -0.00732616 0.00349134 -0.00905725 0.013174 0.0169643 0.000476937 0.000158248 0.00588307 0.0110434 0.00380633 internal_weight=1.32576e+06 26702 5019 21683 5943 4936 5570 373 350 209 183 4709 3620 2305 66 1089 236 190 42 853 91 762 227 141 116 5417 5126 291 171 96 internal_count=1325762 26702 5019 21683 5943 4936 5570 373 350 209 183 4709 3620 2305 66 1089 236 190 42 853 91 762 227 141 116 5417 5126 291 171 96 cat_boundaries=0 1 cat_threshold=3076 is_linear=0 shrinkage=0.05 Tree=402 num_leaves=31 num_cat=1 split_feature=55 63 92 69 73 93 89 15 132 39 93 75 75 53 32 60 7 133 54 60 36 39 109 75 25 79 136 58 52 64 split_gain=2.0426 4.17321 4.92836 8.51009 6.46316 5.34586 4.59479 4.32771 5.07251 4.1425 3.98022 4.42059 3.67935 3.62921 3.60411 3.5784 5.37153 3.53955 3.48495 5.01391 3.97897 3.46186 3.97479 3.45251 3.44947 3.43824 3.3687 3.59657 3.3614 6.22328 threshold=26.505000114440922 0.71685919165611278 0.26263277232646948 291.26910400390631 0.85434049367904674 -0.99079123139381398 -0.99010762572288502 1.735000014305115 1018.2500000000001 15.050000190734865 0.62444809079170238 0.67172217369079601 0.74457210302352916 1.9650000333786013 10.650000095367433 0.45983526110649114 1.8499999642372134 1024.2500000000002 0.064999999478459372 0.71186026930809032 16.750000000000004 17.349999427795414 0.73456770181655895 0.60807350277900707 318.50000000000006 5.5750000476837167 0 309.43417358398443 37.635000228881843 29.605000495910648 decision_type=2 2 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 -1 3 7 14 -4 9 10 21 13 18 23 -13 -6 15 16 -5 -10 19 20 25 -9 -23 -12 -18 -3 -8 -28 29 -2 right_child=28 2 5 4 6 -7 26 8 17 -11 11 12 -14 -15 -16 -17 24 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-7.5152304539406935e-07 -0.00012028127406280587 0.013608531257266116 0.022377352570665296 0.02931185574443252 0.0060901901787146929 0.00089850666665550042 0.0066915347738641098 0.0012687454460850863 -0.0091571032780386214 -0.014379382136614383 0.0035910082161426543 -0.0085052341222763058 0.0057901605595421122 -0.0054657655755781737 -0.00065068922394107291 0.0011913318952083373 0.0085461551984945591 0.0063412493636386229 -9.4706912092097824e-05 -0.0022509113020970726 0.031600315360860394 0.0051233198597133815 0.027671645730290385 0.027919164558074305 -0.011093877738824597 -0.0055594807839952414 -0.0017375631226058349 -0.011256032193755258 5.8538265828129861e-05 -0.0012986610097077114 leaf_weight=1144259 35073 87 29 27 75 27249 106 11035 185 119 25 57 214 722 5916 1128 130 46 20666 108 22 282 21 35 27 32 3670 102 57851 16464 leaf_count=1144259 35073 87 29 27 75 27249 106 11035 185 119 25 57 214 722 5916 1128 130 46 20666 108 22 282 21 35 27 32 3670 102 57851 16464 internal_value=3.887e-06 2.24984e-05 0.000391409 6.90079e-05 -0.00106906 0.000921341 -0.00249258 0.000485945 0.00126408 -0.00567758 6.22318e-05 0.00550224 0.00278338 -0.00437832 -0.000124899 0.00224597 0.00871133 -0.00607085 -2.38616e-05 0.00585601 0.0120656 0.00141352 0.00668608 0.0177824 0.00516857 0.00845411 -0.00174027 -0.00198968 -0.000203069 -0.000496726 internal_weight=1.32576e+06 1.21637e+06 72115 44837 12022 27278 4794 32815 11569 916 21246 331 271 797 7228 1312 184 231 20915 249 141 11338 303 60 157 119 3878 3772 109388 51537 internal_count=1325762 1216374 72115 44837 12022 27278 4794 32815 11569 916 21246 331 271 797 7228 1312 184 231 20915 249 141 11338 303 60 157 119 3878 3772 109388 51537 cat_boundaries=0 1 cat_threshold=4112 is_linear=0 shrinkage=0.05 Tree=403 num_leaves=31 num_cat=0 split_feature=119 63 82 56 98 77 61 120 60 68 15 34 88 104 54 61 57 54 53 97 31 102 107 87 85 95 20 127 36 32 split_gain=2.03239 3.15006 4.06941 3.28931 2.60899 3.44021 3.13962 2.85869 2.53519 2.25694 8.31634 6.69299 5.83534 9.35593 6.36838 6.16815 7.1456 6.26782 5.63297 5.7773 4.77852 6.16201 6.31921 4.83133 4.77689 4.93897 4.9003 5.62735 4.92572 5.25864 threshold=0.9996192753314973 0.39515255391597753 333.64730834960943 268.49652099609381 -0.86263546347618092 14.385000228881838 0.36845856904983526 -0.07845610752701758 0.36935018002986914 318.06129455566412 1.1549999713897707 12.34999990463257 -0.70409920811653126 -0.62444311380386341 8.5349998474121112 0.35213389992713934 272.19691467285162 3.4050000905990605 0.38499999046325689 -0.0881364271044731 1017.5499877929689 0.86654403805732738 -0.17628124356269834 0.83094176650047313 0.84235677123069774 0.40673790872097021 5.8350000381469735 0.1650413200259209 12.84999990463257 3.0499999523162846 decision_type=2 2 2 2 2 2 2 2 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 -2 -3 -4 -6 8 -8 -7 -1 18 24 13 -13 20 16 17 -14 -11 -20 23 -22 -23 -15 -12 -26 27 -27 29 -28 right_child=1 3 4 -5 5 6 7 -9 -10 10 11 12 15 14 -16 -17 -18 -19 19 -21 21 22 -24 -25 25 26 28 -29 -30 -31 leaf_value=1.4948430239139766e-05 4.1841047251699482e-05 -0.011120753035481488 0.022738365975744797 0.0023973555858468731 -0.0042676862329244615 0.011756162825377142 -0.011659209397233403 0.013293371755968442 0.030207265199472505 0.0097600228710421916 0.0011618885030716094 -0.0033322997106588186 0.0008661961056949431 0.0055454882472294673 -0.003475987397150554 0.00053940373187270983 -0.0043031680816442109 -0.0033487259381308693 0.0023378644342747111 -0.021028648627301059 -0.00082220496555817301 -0.015021147265409429 0.014263777150994257 0.00045643475850772964 0.00074504001426378263 0.0063438172820992405 -0.013275073989611733 -0.006199198170574024 0.0026478626168990136 -0.0011496144279158312 leaf_weight=1277451 204 70 33 126 47 83 24 22 24 272 8080 5465 2827 547 1354 8455 1700 1282 1306 27 690 150 21 3164 5330 101 91 780 898 5138 leaf_count=1277451 204 70 33 126 47 83 24 22 24 272 8080 5465 2827 547 1354 8455 1700 1282 1306 27 690 150 21 3164 5330 101 91 780 898 5138 internal_value=3.69518e-06 0.00283618 0.00519837 -0.00243054 0.00971311 0.00756394 0.0111985 0.000274634 0.0158947 2.34213e-06 -0.000335422 -0.000458674 -0.000996296 -0.00184013 -0.00046404 -0.000322424 -0.00157681 -0.000448851 0.00320262 0.00186457 0.00042795 -0.00292794 -0.0114248 0.00120656 0.000216843 -0.000402055 -0.00127449 -0.00476124 -0.00077313 -0.00136063 internal_weight=1.32576e+06 633 437 196 233 200 153 46 107 1.32513e+06 47678 46073 25655 11391 5926 14264 5809 4109 1605 1333 4572 861 171 3711 20418 12338 7008 881 6127 5229 internal_count=1325762 633 437 196 233 200 153 46 107 1325129 47678 46073 25655 11391 5926 14264 5809 4109 1605 1333 4572 861 171 3711 20418 12338 7008 881 6127 5229 is_linear=0 shrinkage=0.05 end of trees feature_importances: station_id=842 ground_energy_lag_1=419 ground_dir_cos_lag_1=395 wvht_lag_1=353 ground_dir_cos_lag_3=287 ground_energy_lag_12=273 ground_energy_lag_6=252 ground_dir_cos_lag_6=240 ground_quality_lag_1=215 ground_energy_lag_3=207 pres_lag_12=206 wtmp_lag_12=198 gst_lag_1=191 ground_dir_cos_lag_12=181 dpd_lag_1=178 pres_lag_6=173 ground_dir_lag_1=173 pres_lag_1=148 wind_energy_lag_12=148 mid_energy_lag_1=147 mid_energy_lag_12=144 wspd_lag_1=136 apd_lag_12=136 atmp_lag_12=132 wind_energy_lag_1=130 atmp_lag_1=129 wvht_lag_12=128 pres_lag_3=128 apd_lag_1=120 wdir_cos_lag_1=117 ground_quality_lag_3=116 wind_quality_lag_12=115 wind_dir_lag_12=110 mwd_cos_lag_1=106 atmp_lag_3=105 wind_dir_cos_lag_1=103 wspd_lag_12=101 ground_dir_lag_3=100 mid_quality_lag_12=96 ground_dir_sin_lag_1=94 wind_dir_cos_lag_3=89 wvht_lag_6=88 wtmp_lag_1=86 mid_energy_lag_3=85 wind_quality_lag_1=83 mid_energy_lag_6=82 mid_dir_lag_3=80 wind_quality_lag_6=79 dpd_lag_3=78 gst_lag_12=76 wind_dir_lag_6=76 wdir_lag_1=75 dpd_lag_12=74 ground_quality_lag_12=74 mid_dir_cos_lag_12=73 ground_dir_sin_lag_3=71 mid_quality_lag_6=70 ground_dir_sin_lag_12=70 wind_dir_lag_3=69 atmp_lag_6=68 wind_dir_sin_lag_12=68 mwd_lag_1=67 wtmp_lag_3=65 wind_quality_lag_3=65 wind_dir_cos_lag_12=65 wdir_sin_lag_6=65 ground_quality_lag_6=64 wdir_sin_lag_1=64 wdir_cos_lag_3=64 apd_lag_3=63 mid_dir_lag_1=63 wtmp_lag_6=62 wind_dir_sin_lag_1=61 apd_lag_6=60 ground_dir_lag_12=57 wind_energy_lag_6=57 mid_dir_sin_lag_12=57 mid_dir_lag_12=55 mid_quality_lag_3=54 wdir_cos_lag_6=54 wind_dir_lag_1=53 bar_lag_1=52 gst_lag_6=51 ground_dir_sin_lag_6=50 mid_dir_cos_lag_1=49 wdir_cos_lag_12=49 wspd_lag_3=47 wind_dir_cos_lag_6=47 mid_dir_lag_6=46 mid_dir_sin_lag_1=46 bar_lag_3=46 ground_dir_lag_6=45 wind_dir_sin_lag_3=44 wdir_lag_6=43 mid_dir_sin_lag_6=42 mwd_sin_lag_12=42 gst_lag_3=41 dpd_lag_6=41 wspd_lag_6=40 wind_dir_sin_lag_6=40 mwd_lag_12=39 mid_quality_lag_1=39 wind_energy_lag_3=39 dewp_lag_1=38 mid_dir_sin_lag_3=38 wdir_lag_3=37 mwd_lag_3=37 mwd_sin_lag_3=37 wvht_lag_3=36 mid_dir_cos_lag_3=34 mid_dir_cos_lag_6=34 mwd_cos_lag_3=34 wdir_sin_lag_3=34 mwd_sin_lag_1=33 bar_lag_12=31 wdir_lag_12=30 mwd_cos_lag_12=30 wdir_sin_lag_12=30 mwd_sin_lag_6=29 bar_lag_6=28 wd_lag_3=27 mwd_lag_6=26 dewp_lag_6=24 mwd_cos_lag_6=21 dewp_lag_3=20 wd_lag_6=20 dewp_lag_12=13 wd_lag_1=12 wd_lag_12=8 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"]]