tree version=v3 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=73 objective=regression feature_names=x0_SCORE1 x0_SCORE2 x0_SCORE3 x0_SCORE4 x0_SCORE5 x0_SCORE6 x0_SCORE7 x0_SCORE8 x0_SCORE9 x1_SCORE1 x1_SCORE2 x1_SCORE3 x1_SCORE4 x1_SCORE5 x1_SCORE6 x1_SCORE7 x1_SCORE8 x1_SCORE9 x2_SCORE1 x2_SCORE2 x2_SCORE3 x2_SCORE4 x2_SCORE5 x2_SCORE6 x2_SCORE7 x2_SCORE8 x2_SCORE9 x3_SCORE1 x3_SCORE2 x3_SCORE3 x3_SCORE4 x3_SCORE5 x3_SCORE6 x3_SCORE7 x3_SCORE8 x3_SCORE9 x4_SCORE1 x4_SCORE2 x4_SCORE3 x4_SCORE4 x4_SCORE5 x4_SCORE6 x4_SCORE7 x4_SCORE8 x4_SCORE9 x5_SCORE2 x5_SCORE3 x5_SCORE4 x5_SCORE5 x5_SCORE6 x5_SCORE7 x5_SCORE8 x5_SCORE9 BON1 BON2 BON3 BON4 BON5 BON6 BON7 BON8 BON9 BON10 no_players red blue green black grey yellow brown x0_map1 x0_map2 x0_map3 feature_infos=[0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] none [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:3] [0:1] [0:1] [0:1] [0:1] [0:1] none [0:1] [0:1] [0:1] [0:1] tree_sizes=2766 2849 2849 2864 2876 2868 2854 2927 2825 2867 2874 2890 2857 2866 2864 2887 2858 2842 2859 2870 2911 2861 2854 2858 2868 2862 2819 2880 2878 2827 2855 2870 2887 2867 2909 2903 2864 2884 2841 2873 Tree=0 num_leaves=31 num_cat=0 split_feature=64 68 66 67 54 57 59 59 2 57 2 58 62 18 60 2 58 55 67 54 3 37 57 13 55 8 15 58 60 19 split_gain=161051 30955.1 19504.7 8776.33 7642.43 6650.3 4726.76 4503.87 5289.82 5021.81 4748.56 4554.83 4455.38 4631.8 4330.71 4318.25 4234.83 4015.03 3786.04 3622.01 4940.68 5334.83 3616.75 4423.14 4971.59 3516.88 3393.68 3262.35 3130.17 3782.89 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 12 16 15 19 10 26 -10 28 -11 13 25 -14 18 -2 -15 -1 -7 21 27 -5 24 -24 -3 -9 -21 -4 -30 right_child=4 3 7 22 -6 6 -8 8 9 11 -12 -13 14 17 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=98.056266865522886 96.959287437566616 97.363870962856694 97.829830085071379 97.022778789444757 96.031827581295346 98.284522664392583 97.304813308314209 96.974401502631551 97.211550518071007 96.654467752420231 98.313163426724529 94.770059953163795 97.30529824661447 97.640436140913579 96.697081537888053 98.756383793979793 96.311102673009501 95.985890690432072 97.477449128502485 98.444045779395438 96.180554700908303 96.173163387360617 96.889137432157852 97.295663413214143 96.32095560802847 98.540941221321305 97.756711816084518 97.575768461609016 97.207511245478599 95.888163420143172 leaf_weight=319 129 424 72 260 1602 103 497 525 31 23 48 29 178 22 342 59 461 44 175 68 23 20 231 80 462 27 62 119 230 24 leaf_count=319 129 424 72 260 1602 103 497 525 31 23 48 29 178 22 342 59 461 44 175 68 23 20 231 80 462 27 62 119 230 24 internal_value=96.848 97.1905 97.4328 96.9064 96.1451 97.6791 97.5002 97.1066 96.9514 96.2041 97.3846 95.6035 97.112 97.3198 96.9053 97.9478 96.4528 96.5374 97.8512 97.7917 97.571 97.7255 96.7001 96.5916 96.5103 97.4343 97.057 97.8915 97.2478 97.0828 internal_weight=0 4497 2427 2070 2192 1383 830 1044 670 83 374 52 1037 517 520 553 590 66 494 333 230 207 1033 773 693 451 587 187 326 254 internal_count=6689 4497 2427 2070 2192 1383 830 1044 670 83 374 52 1037 517 520 553 590 66 494 333 230 207 1033 773 693 451 587 187 326 254 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=70 56 67 56 67 67 67 66 62 66 25 66 44 55 1 60 7 63 43 61 48 55 63 44 60 71 43 63 53 45 split_gain=175079 44083.4 19537.2 18460.3 11519.2 7435.71 6027.28 5201.47 5164.45 4442.14 6346.56 4299.63 4033.82 4023.53 3938.43 5191.39 5113.83 4034.86 3751.72 3398.22 3297.79 3295.5 2959.9 2776.44 2672.83 5230.94 4185.79 3766.85 2637.26 2986.78 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 8 6 9 7 11 -5 12 10 20 -2 24 -9 15 -11 17 -17 28 -6 -1 -4 -8 -21 26 -26 27 -3 -10 -30 right_child=3 2 21 5 19 -7 22 13 18 14 -12 -13 -14 -15 -16 16 -18 -19 -20 23 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.86790778627312382 0.03998753716170169 0.7576108858486017 0.03757686872958628 -0.46642889495437956 0.53383659765647162 -0.9262775258196948 0.01788342847968593 -0.37270994105776728 -0.12240010297974446 0.827566959847297 0.1351120004944858 -0.47100866428848837 0.90467923211288603 -0.95780664141152727 1.0787366575664945 -0.28782948482604254 -0.7992158347910101 0.46377731477698458 0.53537220195375923 0.24868821245965672 0.39142944093223098 -0.15756290730461589 -0.67949827789018546 -0.32708508918682733 -0.12322502849094663 0.36338713314315241 1.3033046242231741 0.1660409463866919 0.2326659819715442 -0.45490793489640763 leaf_weight=506 289 80 585 570 190 416 33 69 241 70 70 98 56 215 36 42 22 130 79 536 74 1123 150 40 135 360 26 119 298 31 leaf_count=506 289 80 585 570 190 416 33 69 241 70 70 98 56 215 36 42 22 130 79 536 74 1123 150 40 135 360 26 119 298 31 internal_value=0 0.210101 0.0613365 -0.553684 0.481708 -0.695151 -0.238486 -0.582564 0.243599 0.636809 0.734746 -0.089412 0.359665 -0.815653 0.424612 0.335413 0.157832 0.280245 0.10482 0.28935 0.807116 -0.0907264 -0.553741 0.208704 0.317275 0.230675 0.507794 0.403858 0.0451472 0.167879 internal_weight=0 4849 3133 1840 1716 1270 570 854 1425 950 650 387 776 284 300 264 194 172 649 766 580 1708 183 576 720 495 225 199 570 329 internal_count=6689 4849 3133 1840 1716 1270 570 854 1425 950 650 387 776 284 300 264 194 172 649 766 580 1708 183 576 720 495 225 199 570 329 is_linear=0 shrinkage=0.0666667 Tree=2 num_leaves=31 num_cat=0 split_feature=70 64 64 68 56 56 56 59 66 66 3 68 8 54 10 41 30 3 27 56 60 62 59 14 62 58 42 60 68 35 split_gain=141814 114143 35658.9 24906.1 11908.6 10496.5 9583.82 9176.73 6389.21 5835.93 5161.36 5131.82 4598.2 4244.72 3975.12 3788.32 3772.11 3666.06 3523.29 3025.36 3007.55 3006.96 2941.6 3528.53 3852.31 2901.46 2871.1 2900.22 2815.39 2751.53 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 4 7 11 9 17 16 -3 -11 -2 20 14 -8 -10 28 -1 26 -5 -6 -20 29 25 -25 -24 27 -9 -7 -21 right_child=2 6 -4 19 12 8 13 18 15 10 -12 -13 -14 -15 -16 -17 -18 -19 21 22 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=1.8491671896887265 0.20806134707621626 0.24412694465626711 -1.4603189922575877 0.53055054529987533 0.98145214342209819 -0.29766431369932528 -0.12936098875088878 1.1725590623342075 -1.2011054846491269 -0.26343134731242929 -1.8667842066806295 -0.47831208698768563 -0.30998849954870011 -0.6600899985818619 -1.1994345564108631 -0.17557243392581035 0.26638007164001465 0.65204578905270028 2.2801516248899349 0.56569263552660709 0.60142411634262249 0.79968710360319717 0.44608594089532733 0.18081436710698265 -1.4779956613268173 -0.0042131191442553711 1.518428528364058 0.53788685737830455 -0.76511077828250196 -0.64755667090415958 leaf_weight=217 259 318 508 522 308 221 316 104 253 158 23 188 45 830 39 42 60 29 34 286 643 23 244 28 28 346 54 234 309 20 leaf_count=217 259 318 508 522 308 221 316 104 253 158 23 188 45 830 39 42 60 29 34 286 643 23 244 28 28 346 54 234 309 20 internal_value=0 0.283636 -0.747473 0.637538 0.899442 -0.475607 -0.381506 1.21713 -0.675112 -0.0138794 -0.467172 -0.0806147 0.677765 -0.536313 -0.246918 -1.0551 -0.485119 1.70804 0.948162 0.337076 0.724504 1.68277 0.230991 0.11001 -0.648591 0.182012 0.841344 0.733171 -0.570194 0.486395 internal_weight=0 4849 1840 3165 1691 1332 1684 695 885 499 181 447 996 1185 355 295 590 246 449 1474 951 57 952 646 56 590 392 338 530 306 internal_count=6689 4849 1840 3165 1691 1332 1684 695 885 499 181 447 996 1185 355 295 590 246 449 1474 951 57 952 646 56 590 392 338 530 306 is_linear=0 shrinkage=0.1 Tree=3 num_leaves=31 num_cat=0 split_feature=70 64 64 67 67 67 66 66 65 66 56 7 65 25 56 28 56 65 48 49 58 60 46 47 30 56 65 49 58 8 split_gain=114869 92455.9 28883.7 18170.3 12649.3 9901.35 7817.61 7550.53 6128.72 7495.53 5928.94 4827.98 4550.49 4828.89 4392.93 4347.43 4286.55 4070.05 5113.02 3956.86 3258.19 3660.51 3317.64 3114.55 2977.35 2745.62 3054.85 2728.07 3292.42 2627.13 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 10 7 6 12 16 9 19 -1 15 -3 -14 -11 -8 -2 -9 -19 -5 -12 22 -22 -6 -18 26 -7 -27 -29 -4 right_child=2 5 29 8 23 25 11 17 -10 14 20 -13 13 -15 -16 -17 24 18 -20 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=0.86808697368409515 0.27380449777980992 0.38288137103685843 -1.0469278312053278 0.58697808719552336 -0.62808681554896273 -0.015528301182720396 -0.3807006214874798 -0.17340166374247951 0.12582875108715916 0.65830402258545795 0.71855658552980728 -1.2346776438256104 0.010466578431703427 -1.1320667012498298 -0.0067694656409447874 0.77248949368794761 -0.26060545950525071 -0.636777774426178 -2.065180020903548 1.3192727545897165 0.51887453028022368 0.21695683920721145 1.4150682496882623 -1.2523214105230109 0.49877495865027105 -0.50526883877507689 -0.68887950122064234 -0.29756207414615299 -1.4436106282558776 -1.8386115044034936 leaf_weight=669 228 246 477 351 380 150 247 119 840 94 395 42 225 29 259 25 346 134 20 60 159 303 35 65 40 576 68 27 49 31 leaf_count=669 228 246 477 351 380 150 247 119 840 94 395 42 225 29 259 25 346 134 20 60 159 303 35 65 40 576 68 27 49 31 internal_value=0 0.212727 -0.560605 0.478153 -0.356705 -0.28613 -0.0772278 -0.174811 0.281178 0.45198 0.680555 -0.403112 0.127428 -0.11998 0.170332 -0.274709 -0.012689 -0.539438 -0.822285 0.693882 0.539906 0.39792 0.680559 -0.719267 -0.181913 -0.481585 -0.225564 -0.567187 -1.03646 -1.09524 internal_weight=0 4849 1840 3165 1332 1684 814 887 1604 764 1561 314 500 254 353 272 614 273 154 411 892 497 194 445 386 870 218 652 76 508 internal_count=6689 4849 1840 3165 1332 1684 814 887 1604 764 1561 314 500 254 353 272 614 273 154 411 892 497 194 445 386 870 218 652 76 508 is_linear=0 shrinkage=0.0833333 Tree=4 num_leaves=31 num_cat=0 split_feature=70 64 64 67 67 67 66 66 22 56 56 56 0 56 4 11 42 55 29 58 9 46 58 62 61 13 46 55 56 0 split_gain=93044 74889.3 23395.8 14718 10245.9 8020.1 6332.27 6115.93 5706.01 4802.44 3989.05 3472.11 3321.47 3986.98 3322.87 3219.94 3742.94 3652.95 2880.65 2873.78 3032.35 2715.76 3266.55 3527.92 2592.27 3927.05 3084.69 2747.49 2586.52 2569.26 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 9 7 6 8 11 12 -1 -5 -2 13 18 -15 16 17 -9 -3 -19 -21 22 -11 -24 25 27 -26 -12 -6 -25 right_child=2 5 -4 10 28 -7 -8 15 -10 21 24 -13 -14 14 -16 -17 -18 19 -20 20 -22 -23 23 29 26 -27 -28 -29 -30 -31 leaf_value=0.41668174640074296 0.13142616862383966 0.23905724058492001 -0.52571483873619596 0.23226065056795814 -0.19345841550075252 -0.2311608277788412 -0.19349392753434536 0.096378440786651476 0.50185805141416373 0.3290010315191581 0.3227555106823326 -0.087318333107967383 0.30644147031837043 -0.21386428024087634 0.25974471678141675 0.18381686082744958 -0.72996905556431524 -0.62563292731503506 -0.30503206253051757 -0.10641793025864495 -0.71143491665522252 0.44199525791835159 0.25602532269191247 0.080318427941313497 0.066749632851436647 0.53212768806601463 -0.22880537835186876 0.038276056505223172 -0.42088760030691069 -0.3349020962242607 leaf_weight=669 228 117 508 548 148 870 314 49 52 338 94 386 64 210 34 29 36 49 23 90 20 136 237 144 596 53 79 234 297 37 leaf_count=669 228 117 508 548 148 870 314 49 52 338 94 386 64 210 34 29 36 49 23 90 20 136 237 144 596 53 79 234 297 37 internal_value=0 0.102109 -0.26909 0.229514 -0.171219 -0.137342 -0.0370693 -0.0839095 0.0611653 0.326666 0.134965 -0.00609073 0.0100135 -0.0393912 -0.14787 -0.25893 -0.311552 -0.239134 0.149671 -0.34253 -0.216421 0.259155 0.226263 0.143188 0.0844749 0.177161 0.0321588 0.119804 -0.345248 -0.00456091 internal_weight=0 4849 1840 3165 1332 1684 814 887 500 1561 1604 614 448 384 244 273 244 208 140 159 110 892 756 418 1056 381 675 328 445 181 internal_count=6689 4849 1840 3165 1332 1684 814 887 500 1561 1604 614 448 384 244 273 244 208 140 159 110 892 756 418 1056 381 675 328 445 181 is_linear=0 shrinkage=0.0444444 Tree=5 num_leaves=31 num_cat=0 split_feature=70 56 56 57 57 59 60 59 65 58 66 20 55 48 57 38 10 63 60 13 61 62 58 60 16 55 68 65 15 61 split_gain=75365.6 20327 9428.85 9350.95 8766.45 8677.29 6507.47 6431.23 4871.8 4494.15 4038.64 3801.94 3790.66 3790.04 3385.4 3383.9 3382.37 4641.69 3804.61 3345.13 3271.04 3270.96 3258.1 2812.83 2734.84 2769.47 2723.51 2711.58 3718.56 3127.88 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 20 27 10 13 19 22 -9 -7 -4 16 -10 14 -3 -15 -11 26 -19 -5 -2 -16 -8 -23 -6 -26 -18 28 -1 -29 right_child=2 5 4 6 24 9 7 8 12 11 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1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 5 28 7 -5 9 -7 11 -10 13 15 -11 -2 -17 18 19 -14 21 -21 -19 -24 27 26 -26 -6 -3 -30 right_child=12 4 3 6 24 8 -8 -9 10 14 -12 -13 17 -15 -16 16 -18 22 -20 20 -22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=0.096560866594730829 0.00017061146764539423 -0.0035842831870233332 0.10477018968318945 -0.028214137524278468 0.058201107230630364 0.079458969803709603 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1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 5 23 19 -6 29 -2 16 15 13 -7 -11 -15 -10 17 21 -19 20 -4 -1 -12 24 25 26 27 -5 -29 -3 right_child=8 7 3 4 6 12 -8 -9 10 11 22 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=1.0397960247260178 -0.19667912532338652 0.28201719221606764 0.68930714983598662 -0.23641635829752145 2.1244122984317637 -0.16527170500474742 0.22787754102186725 -0.16916182024432808 -0.41545901966577747 0.44909724931730777 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1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 9 11 8 -4 -1 17 -11 12 13 -3 16 -8 -13 -2 -17 22 -6 -21 24 -24 -9 26 27 29 -10 -7 right_child=3 5 7 -5 20 25 15 19 28 10 -12 14 -14 -15 -16 18 -18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.0597266027404939 0.24897539408403488 0.38895702401524812 0.3918631503621619 -0.91358463940555312 -0.19545157493650914 -0.014301163885328505 0.64094510772179092 0.14632138561949415 0.57832182481224781 -0.66825035335130056 0.43107207295569511 -0.26913774937149965 1.0229172154401358 -0.2285980038637678 -1.1969330978313726 0.35406204391762897 0.98660518501698979 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1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 14 11 15 8 9 10 16 -2 19 -6 17 -3 27 24 -19 28 -8 25 23 -11 -1 -17 -27 -4 -7 -30 right_child=3 6 7 -5 13 12 20 -9 -10 22 -12 -13 -14 -15 -16 21 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.58838071306936102 0.13731106709175894 0.18326366982338105 0.53234785083787151 -0.54815078364034964 0.3944718917863046 -0.42945802652023057 -0.22811364046505025 7.0923439102791303e-05 -0.18087753329147288 -0.11964308170959204 -0.10635468014120276 -0.24129918668392702 -0.46498669496363837 0.15241006732042761 0.85793634257840767 0.37554700486680381 0.034835646809011259 0.31879424395549905 1.1169490806984179 0.21485697405205834 0.090044998748054911 -0.77668179740076471 0.62285573596046095 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Tree=11 num_leaves=31 num_cat=0 split_feature=70 64 64 56 57 56 56 60 59 14 55 66 65 66 3 54 59 58 57 18 9 2 60 47 58 66 27 51 73 57 split_gain=63863.1 42872.5 13518.3 8975.24 6267.81 5744.46 5218.22 4068.1 3869.38 4187.62 4812.09 3584.43 3457.43 3270.12 4175.44 3126.44 3048.51 3051.45 2799.07 3506.08 2597.36 2548.85 2500.15 2497.63 2808.68 2474.1 2472.72 3223.61 2850.76 2664.3 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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55 42 60 7 60 57 28 72 57 56 68 48 57 split_gain=43738.9 28876.7 10370 9113.39 6917.68 5457.44 5127.08 4747.44 3692.38 3257.09 5444.48 2789.74 3517.53 3596.19 4775.75 4427.26 3125.38 2784.18 2621.39 2495.39 2483.81 2373.53 2989.97 2488.12 2334.13 2255.9 2441.1 3150.67 2212.55 3043.72 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 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106 130 242 24 30 65 228 52 27 48 leaf_count=175 266 63 630 508 100 870 417 738 546 47 67 35 42 219 23 38 176 579 94 104 106 130 242 24 30 65 228 52 27 48 internal_value=0 0.15752 0.335525 -0.415117 -0.277678 -0.177032 0.504522 0.141648 -0.116262 0.00907846 0.504756 -0.0716461 -0.215387 -0.302843 -0.0964269 0.027122 0.205612 0.359068 0.712972 -0.718644 -0.0134046 0.636165 0.508793 0.303323 0.850386 -0.599421 -0.72064 -0.349312 -0.249794 -0.759086 internal_weight=0 4849 3165 1840 1332 1684 1691 1474 887 814 114 700 461 419 280 257 239 996 695 139 844 601 426 266 160 445 345 117 621 75 internal_count=6689 4849 3165 1840 1332 1684 1691 1474 887 814 114 700 461 419 280 257 239 996 695 139 844 601 426 266 160 445 345 117 621 75 is_linear=0 shrinkage=0.1 Tree=13 num_leaves=31 num_cat=0 split_feature=56 54 61 57 58 61 59 57 62 54 42 15 18 53 55 72 42 57 73 58 55 30 38 1 44 54 54 59 17 5 split_gain=19193 6987.32 6472.05 5779.79 5638.47 4801.37 5794.52 4074.68 3485.36 3484.6 3170.27 2927.9 3356.95 3349.43 2903.09 3063.28 3533.94 2881.73 2736.01 4417.32 2681.21 3819.57 2782.76 3541.81 4117.47 3487.82 3094 2567.35 2528.27 2509.15 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 17 5 27 10 -7 8 -4 -10 18 12 14 -14 15 16 -8 -1 19 -3 21 29 23 24 26 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1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 18 27 6 15 -7 13 12 11 -11 -1 14 -9 -4 -17 -6 -2 20 22 -22 23 24 -3 -24 -21 29 -29 -5 right_child=2 19 5 4 17 7 -8 8 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 26 21 -23 25 -25 -26 -27 -28 28 -30 -31 leaf_value=0.65138824311169718 0.17395329000469348 0.11803883087542869 -0.011026242446656889 -0.072387644197229012 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1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 11 12 -5 6 9 -8 -9 10 18 24 15 -14 23 16 17 21 19 -4 -21 -3 -23 -15 25 27 -27 -1 -26 -13 right_child=-2 3 5 4 -6 -7 7 8 -10 -11 -12 29 13 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 28 26 -28 -29 -30 -31 leaf_value=0.52048789658541761 -0.16344684140429999 0.099829356542214226 -0.20078290225056467 0.13811032705140025 0.78018014452478912 0.33028574084761131 0.15293739386612465 -0.20718589065252552 -1.0594781222797578 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59 58 16 37 58 1 53 55 42 split_gain=23881.9 7904.81 4577.02 3851.51 4312.8 4629.09 3681.14 3288.85 3061.64 2969.08 5621.59 3933.54 4188.58 3607.02 3686.56 2885.47 2840.93 3965.66 4067.23 2684.72 2645.32 2584.34 3436.53 2480.91 2428.36 2396.07 2319.16 2530.93 2235.8 2234.36 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 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1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 7 5 15 -7 11 -9 10 -5 12 14 -12 16 -1 17 -2 25 24 22 -22 23 -21 -20 26 27 28 -3 -28 right_child=3 18 -4 9 -6 6 -8 8 -10 -11 13 -13 -14 -15 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.49597938209300019 0.262543483478129 0.061558262816328091 0.03869804540184027 0.39741110362112525 0.11243015082948205 0.21483089031183544 -0.33500313515322555 -0.080782628369684167 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1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 4 6 9 7 8 18 20 11 12 14 -14 15 -1 -17 27 -4 24 21 -2 -22 25 -10 26 -24 28 -7 -12 right_child=5 -3 3 -5 -6 17 -8 -9 19 -11 29 -13 13 -15 -16 16 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.79818935370722488 0.79223642288283869 -0.063884998189457948 1.2960198911460672 -0.17341234756695542 0.53228245792537932 -0.33856032944538378 0.0032766948932536192 -0.22671114756237892 0.21825768439382909 -0.3331401085379021 0.30859077792792095 0.85157406454994566 0.69149444713479002 -0.62209446286516534 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internal_count=6689 4849 3165 2256 1925 1840 1725 633 549 1332 909 787 682 77 605 354 139 508 172 377 887 266 621 207 329 177 154 477 412 122 is_linear=0 shrinkage=0.1 Tree=26 num_leaves=31 num_cat=0 split_feature=64 68 66 63 10 67 63 22 65 49 60 62 72 47 57 35 2 66 57 61 2 57 15 57 1 63 18 42 20 67 split_gain=5807.02 3748.03 2329.38 2122.49 2073.82 2735.37 3125.11 1985.1 2475.09 2939.92 4854.98 2604.76 2735.69 3279.62 2604.55 2291.5 2226.68 2031.3 2023.4 2230.75 1941.87 3146.16 1913.19 1868.96 3854.32 3388.1 1917.06 2063.75 1863.31 2503.2 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -4 -6 -7 8 11 -10 -11 15 13 -13 -14 28 22 -15 -12 -20 -5 -22 -9 24 26 -26 27 -3 29 -2 right_child=7 23 4 20 5 6 -8 16 9 10 18 12 14 17 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.39092550966084905 0.2112825125522084 0.36106642241831177 0.08691761539534909 0.084046664566405332 0.084041303931735464 -1.7329020579655965 -0.20194363355636599 0.14484270919007913 -0.21972559767412922 0.61270558947608589 -0.43828428857254259 -0.23571783645159525 -1.6963275026191367 1.1271174323174262 -0.41538057042318483 0.94572390852303345 -0.65982309699058539 -0.1466739304008938 -2.0889272888501487 -0.87142745865618476 1.3166547342709132 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53 73 62 6 60 71 29 31 9 44 24 split_gain=6177.86 3067.14 2932.85 2480.67 2233.37 2188.16 2169.22 2819.88 2152.79 2050.74 5343.02 2920.2 3266.62 4388.12 2031.9 2600.73 2563.07 2483.95 2246.81 4271.13 2050.22 1968.29 3328.79 2691.17 6800.28 2261.95 2432.49 2057.87 1898.57 2180.31 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 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3313.2 1878.78 1846.21 1764.33 1747.71 1690 2795.99 2037.16 2118.06 1969.01 1694.6 1680.05 1641.92 2027.59 2777.81 1546.1 2704.44 2950 3100.35 2589.4 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 5 4 15 14 6 7 8 13 10 11 -10 -8 22 -3 16 20 18 19 -17 -1 -16 23 -2 -25 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threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 7 20 21 10 16 -3 -12 13 -13 -15 -16 17 -10 23 -8 -7 22 -1 24 26 -25 -5 -4 29 -29 right_child=3 8 27 18 -6 6 19 -9 9 -11 11 12 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31 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1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 19 -4 15 6 7 10 9 22 -6 -12 29 -14 18 -3 -8 -7 -15 20 21 -2 -9 28 25 26 27 -25 -21 -1 right_child=1 4 3 -5 5 17 16 8 -10 -11 11 -13 13 14 -16 -17 -18 -19 -20 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.17413653527431716 0.23474704821572964 -0.041805159950766849 0.18723039813887543 -0.23679389156197073 -0.12298280382375545 0.16976825954677821 -0.36502944497011036 -0.083723035810926855 -0.90673105058331904 -0.73762719042646063 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internal_count=6689 4849 3191 1534 1657 209 1658 1448 379 271 216 694 618 1840 599 492 107 140 407 840 1442 209 68 158 85 1241 382 188 165 194 is_linear=0 shrinkage=0.1 Tree=34 num_leaves=31 num_cat=0 split_feature=70 64 68 64 67 14 62 59 56 3 57 19 39 53 17 37 67 7 53 32 31 37 59 57 51 59 4 53 18 72 split_gain=8831.12 6870.56 3530.17 2687.1 2268.7 2253.71 3099.38 2133.15 2769.42 2247.04 2079.37 2170.87 1911.54 3457.45 1821.04 1976.79 1733.97 2172.73 2440.89 2466.82 2341.85 2328.7 2535.38 1931.29 2779.74 1927.73 1882.71 2577.48 2246.35 1822.95 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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814 709 196 513 448 58 870 629 172 241 211 176 147 is_linear=0 shrinkage=0.02 Tree=35 num_leaves=31 num_cat=0 split_feature=67 57 66 30 54 37 20 58 8 16 34 61 63 68 25 63 54 19 16 39 72 61 55 59 30 55 71 63 66 72 split_gain=6445.04 5790.93 3164.93 3090.05 1967.01 3109.97 2715.15 2506.04 3758.5 3270.23 2490.46 3712.95 2151.45 2117.28 1973.46 1954.4 1905.06 4008.79 2875.33 2845.04 1881.18 1811 2118.43 1794.34 1764.61 2201.57 2008.57 1743.26 2460.97 4642.05 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 15 21 7 10 -7 23 9 14 12 -12 24 -11 -9 16 17 18 19 20 -1 -4 -23 -3 -6 -26 -27 -2 29 -29 right_child=27 4 3 -5 5 6 -8 8 -10 13 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.069575927282373107 0.009410465833485971 0.13119679769558501 0.048990299145056718 0.11819149111098015 -0.024867509728240568 -0.10052083509066437 0.10559517780939738 0.039847347875792825 -0.18918869635533719 -0.031007100050255917 0.16361784403775373 -0.0037295469215938024 0.083203372583975865 -0.23645912592835497 -0.05653264461528687 -0.040291763470197715 0.050326936314252016 0.32549637622303434 0.27125714444924914 0.25615635414918264 -0.073967044063740314 0.043716741706987826 -0.066190815168202563 0.035505239423538476 0.12998746209260489 0.093696430393240659 -0.069690970318359247 0.0016372920713439247 -0.045485944790346039 -0.072968756136972276 leaf_weight=164 541 73 92 57 969 158 20 376 28 38 59 98 63 22 70 50 583 21 21 20 30 66 186 214 48 33 57 1342 910 280 leaf_count=164 541 73 92 57 969 158 20 376 28 38 59 98 63 22 70 50 583 21 21 20 30 66 186 214 48 33 57 1342 910 280 internal_value=0 0.0150816 0.0434033 0.00453326 -0.000625576 -0.0119457 -0.0773617 0.0201256 -0.0012216 0.00917974 -0.00317095 0.059159 -0.0115349 -0.10634 0.0247204 0.0609363 0.066969 0.104869 0.0851531 0.0668905 0.0473786 -0.0142996 -0.0374055 0.0598449 -0.0169265 0.0388333 -0.00978226 -0.0177466 -0.0235491 -0.0112417 internal_weight=0 3616 1290 401 2326 1505 178 821 534 506 1327 157 1170 60 446 889 839 256 235 214 194 344 252 287 1107 138 90 3073 2532 1622 internal_count=6689 3616 1290 401 2326 1505 178 821 534 506 1327 157 1170 60 446 889 839 256 235 214 194 344 252 287 1107 138 90 3073 2532 1622 is_linear=0 shrinkage=0.0166667 Tree=36 num_leaves=31 num_cat=0 split_feature=70 67 62 46 17 47 55 65 55 14 47 56 62 63 5 63 11 73 8 66 18 52 39 53 67 2 25 43 49 63 split_gain=7795.97 3320.6 3114.09 4320.12 2847.2 2792.5 2703.05 2585.95 2678.3 3532.98 2954.6 2459.13 2134.26 3190.69 2999.12 3361.94 2545.31 2431.97 2356.58 2096.7 2844.53 2133.47 2048.04 2387.38 2044.55 2022.28 2016.02 1983.79 2171.73 1969.65 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 11 12 -6 19 22 10 -10 -4 14 16 18 -16 17 -14 26 21 -21 -1 23 -9 25 -2 -3 28 -13 -26 right_child=24 5 3 -5 6 -7 -8 8 9 -11 -12 27 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=0.58708774090770699 -0.15183430218078134 -0.22351651387051585 0.18558357953481794 0.51519092086014473 0.039219973916592807 0.27142207414222258 -1.412444280755931 -0.17769779075275771 0.17127531301004417 -0.88937065490456524 -0.69250161598126103 -0.30594955298984589 0.36170144988080632 -0.033732044795536049 -0.19978676587343216 0.9113726906056675 -0.54397248377402618 1.311627179493799 -0.79451488692026873 0.026990793175893285 0.94406229712069034 -0.38418562710285187 -0.48322911404428032 0.78721010127226299 0.061857816576957707 0.22510926859771332 0.26199000197714972 0.39236624519030255 0.31308837668462236 -0.41154733994763681 leaf_weight=392 1077 784 377 157 23 300 29 33 330 43 45 401 130 932 56 53 24 34 65 219 40 24 21 115 107 164 96 60 66 492 leaf_count=392 1077 784 377 157 23 300 29 33 330 43 45 401 130 932 56 53 24 34 65 219 40 24 21 115 107 164 96 60 66 492 internal_value=0 0.0665024 0.150962 0.0290307 -0.0508094 -0.0145777 -0.770362 0.258498 0.104996 -0.0308245 0.0676221 -0.0094192 -0.0540441 0.042074 -0.156181 0.340502 0.417879 0.558637 -0.21347 0.391987 0.168623 0.531053 0.440931 0.572062 -0.175256 -0.102021 -0.170552 -0.148918 -0.218462 -0.326982 internal_weight=0 4849 2375 1113 956 2474 52 1262 587 418 375 904 2174 1120 1054 109 188 164 945 675 259 416 169 148 1840 1241 880 527 467 599 internal_count=6689 4849 2375 1113 956 2474 52 1262 587 418 375 904 2174 1120 1054 109 188 164 945 675 259 416 169 148 1840 1241 880 527 467 599 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=31 num_cat=0 split_feature=70 59 65 40 60 61 60 11 55 20 63 28 62 67 40 27 25 2 48 44 45 49 73 67 2 51 18 11 71 63 split_gain=6314.74 2801.85 2858.16 2385.37 2351.04 2746.15 2300.66 2236.73 2145.05 2133.5 2442.86 1756.29 1753.92 3223.51 2906.71 1884.66 1753.7 1714.45 2100.77 1809.02 1793.01 1708.27 1673.68 1656.09 1638.04 2993.75 1880.91 1639.87 2054.43 1595.41 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 12 4 5 16 -5 -7 9 10 -6 -8 13 -3 15 -15 -4 18 19 -1 22 -10 -19 24 26 -26 -2 28 -28 -25 right_child=23 2 3 6 8 7 11 -9 21 -11 -12 -13 -14 14 -16 -17 -18 20 -20 -21 -22 -23 -24 29 25 -27 27 -29 -30 -31 leaf_value=0.14771426132073004 -0.079637488813779522 0.39025190565561835 0.79795822785503567 -0.87441211403280072 0.7376225800315539 -0.10516218649781456 -0.020100458129113461 0.76215506423922152 -0.16030192531757809 -0.58133149775253101 0.034049236045466912 -1.0120250858011699 -0.02998917195837324 0.020029439904500505 0.66470324162577032 -0.53594712707890224 -0.22021225612787976 0.44499390770250297 -0.16792535184353008 0.65080925649718235 -0.38662223165685483 -0.6254731474669426 1.3860920077020473 0.055672030443343047 0.025698622720582143 1.2345133682092033 -0.00096395204706889838 0.20156464111059905 -0.84659055874993416 -0.37039260351954684 leaf_weight=1200 908 430 87 69 60 237 119 34 596 44 278 21 600 370 61 73 21 134 204 76 22 91 22 107 140 24 41 32 96 492 leaf_count=1200 908 430 87 69 60 237 119 34 596 44 278 21 600 370 61 73 21 134 204 76 22 91 22 107 140 24 41 32 96 492 internal_value=0 0.0598522 0.00505915 -0.0860016 -0.0404184 0.173582 -0.401813 0.00365252 -0.11629 0.0736766 0.158944 -0.168889 0.103421 0.189124 0.0175271 -0.0715875 0.599981 0.165307 0.130042 0.177679 0.458525 -0.221918 0.577713 -0.15773 -0.0918186 0.202598 -0.136651 -0.442971 -0.59352 -0.294284 internal_weight=0 4849 3191 1657 1448 379 209 271 1069 382 338 140 1534 934 504 443 108 1658 1480 1276 178 687 156 1840 1241 164 1077 169 137 599 internal_count=6689 4849 3191 1657 1448 379 209 271 1069 382 338 140 1534 934 504 443 108 1658 1480 1276 178 687 156 1840 1241 164 1077 169 137 599 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=31 num_cat=0 split_feature=64 68 66 53 55 40 9 50 20 10 63 28 48 60 54 57 28 43 20 27 62 17 57 51 23 16 37 28 27 60 split_gain=5210.35 3077.19 1746.53 2075.18 2025.07 2522.39 2470.43 3208.73 2504.99 1793.32 1948.53 1954.71 1672.53 1647.06 1632.04 1532.26 2143.11 1458.73 2169.51 1785.79 1363.48 1356.95 1439.63 2768.28 1449.69 2207.02 1432.13 1353.51 1591.15 2468.77 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 12 5 15 7 8 -6 10 21 -12 14 -13 -4 -5 20 18 19 -16 -17 22 23 24 25 26 -1 28 -3 -30 right_child=-2 27 3 4 6 -7 -8 -9 -10 -11 11 13 -14 -15 17 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.62767031490802772 -0.12641362371407516 0.0422217044449925 -0.46580665403906307 0.62925242463203324 0.086455910635839517 1.2712184264704034 -0.53504832261045221 0.88130543561691932 -0.82757825128959883 0.54968092230194843 0.017841874560802756 1.2187479395866394 -0.7647156988536673 0.22464819461107255 0.14422100766315166 -0.44985014316936339 0.83714113861322415 -0.72939252018928524 -0.77461730639139814 1.046459064218733 0.20195588797762776 -0.25468926834496292 0.2321616516001388 -0.33705080852464397 1.5124892275441777 1.5476455107331277 -0.29242754436674573 -0.25445469025617989 0.23341983489775925 -0.39371214063724441 leaf_weight=87 2192 1534 79 73 328 27 71 47 33 141 674 25 42 50 117 60 30 20 21 27 69 37 277 27 22 22 21 234 89 213 leaf_count=87 2192 1534 79 73 328 27 71 47 33 141 674 25 42 50 117 60 30 20 21 27 69 37 277 27 22 22 21 234 89 213 internal_value=0 0.0616186 0.138014 0.040377 0.131161 0.356434 0.00935361 0.10409 0.00290154 0.211718 0.17335 0.071731 -0.178573 0.556015 -0.0853231 0.249972 0.0758376 0.0771537 0.174917 0.313391 -0.10121 0.327737 0.374995 0.596028 0.761772 0.634727 0.448762 -0.027952 0.000915999 -0.208895 internal_weight=0 4497 2427 1044 738 259 479 408 361 1383 1242 749 306 75 264 232 159 185 165 144 129 493 456 179 152 130 108 2070 1836 302 internal_count=6689 4497 2427 1044 738 259 479 408 361 1383 1242 749 306 75 264 232 159 185 165 144 129 493 456 179 152 130 108 2070 1836 302 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=31 num_cat=0 split_feature=70 64 14 63 73 62 20 28 68 33 51 9 57 23 73 45 28 64 67 45 23 25 8 1 0 37 33 0 71 63 split_gain=5192.14 3401.27 2081.07 2406.83 2320.46 5265.81 2711.14 2495.64 2197.38 2466.3 2874.77 2818.29 1915.98 3092.73 2886.52 2806.96 1915.9 1885.28 1800.91 2210.66 1782.08 1753.71 1651.15 1711.31 1614.87 1555.07 2414.06 3263.09 1705.57 1610.17 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 6 -6 7 -4 25 -10 11 24 13 14 15 16 21 18 19 20 -14 -2 23 -19 -11 26 -1 28 -28 -30 right_child=12 -3 3 -5 5 -7 -8 -9 9 10 -12 -13 17 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.15673397474844297 -0.053295958882671746 -0.030273047654287816 -0.1483633601712063 0.41707904303073884 -0.94081602493921912 0.077072877795607952 0.40570712887471727 0.33777432044347133 0.00049942335061301934 0.087186306950789466 -0.26595971618707365 0.79912035701175532 -0.024930876873133889 0.35352499711102459 0.27290952851374944 -0.51853576284997605 -0.37506457773538737 -0.12776875800590745 -0.15817788817636347 0.22133771625511789 -0.35080223757287732 0.2682621614933014 -0.60180185586214074 -0.45595734090260837 0.54826191234588628 -0.016943034777881078 0.15613391972505131 0.44162212249636651 -0.62370022847489626 -0.14618635928513957 leaf_weight=1159 279 1684 220 25 24 27 31 30 1169 79 26 24 477 58 66 34 39 291 345 85 46 50 24 46 25 197 26 25 27 51 leaf_count=1159 279 1684 220 25 24 27 31 30 1169 79 26 24 477 58 66 34 39 291 345 85 46 50 24 46 25 197 26 25 27 51 internal_value=0 0.027136 0.0576816 -0.0560264 -0.0916518 -0.401934 -0.0353373 -0.0900268 0.072138 0.0252774 0.213365 0.310728 -0.0715121 0.00912981 -0.0335516 -0.0838662 -0.0437065 -0.103793 -0.0669324 -0.0151566 -0.0535926 -0.00442694 -0.201102 -0.172566 0.198022 0.113887 0.133897 -0.071282 -0.194576 -0.31148 internal_weight=0 4849 3165 357 332 51 281 250 2808 1323 154 128 1840 526 468 402 368 1314 953 608 523 329 361 337 104 1485 1288 129 104 78 internal_count=6689 4849 3165 357 332 51 281 250 2808 1323 154 128 1840 526 468 402 368 1314 953 608 523 329 361 337 104 1485 1288 129 104 78 is_linear=0 shrinkage=0.05 end of trees feature_importances: black=58 green=51 BON4=49 BON5=48 no_players=46 BON8=45 red=43 BON3=40 BON6=36 blue=35 BON7=32 grey=30 BON1=28 BON10=28 BON2=27 BON9=26 brown=26 x0_SCORE3=21 x0_SCORE8=16 x4_SCORE6=16 x5_SCORE2=16 x5_SCORE5=16 x0_map1=16 x2_SCORE1=15 x3_SCORE4=15 x3_SCORE2=14 x0_map3=14 x0_SCORE2=13 x1_SCORE7=13 x4_SCORE7=13 x1_SCORE1=12 x1_SCORE6=12 x2_SCORE3=12 x2_SCORE5=12 x3_SCORE7=12 x4_SCORE2=12 x5_SCORE6=12 x5_SCORE8=12 x0_map2=12 x0_SCORE1=11 x1_SCORE8=11 x2_SCORE8=11 x3_SCORE1=11 x0_SCORE4=10 x0_SCORE9=10 x2_SCORE6=10 x2_SCORE7=10 x3_SCORE6=10 x5_SCORE4=10 x1_SCORE9=9 x3_SCORE5=9 x4_SCORE3=9 x4_SCORE5=9 x4_SCORE9=9 x0_SCORE7=8 x1_SCORE3=8 x5_SCORE7=8 x2_SCORE2=7 x3_SCORE8=7 x4_SCORE8=7 x5_SCORE3=7 x4_SCORE4=6 x1_SCORE2=5 x2_SCORE4=5 x5_SCORE9=5 x0_SCORE5=4 x0_SCORE6=4 x1_SCORE5=4 x3_SCORE3=4 x3_SCORE9=4 x2_SCORE9=3 x1_SCORE4=1 parameters: [boosting: dart] [objective: regression] [metric: l2] [tree_learner: serial] [device_type: cpu] [linear_tree: 0] [data: ] [valid: ] [num_iterations: 40] [learning_rate: 0.1] [num_leaves: 31] [num_threads: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 3] [feature_fraction: 0.7] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [early_stopping_round: 10] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 4] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: 1] [saved_feature_importance_type: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 1] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [objective_seed: 5] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[]