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] none [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] tree_sizes=2789 2881 2871 2875 2890 2875 2859 2904 2864 2878 2885 2898 2887 2888 2889 2894 2886 2877 2863 2882 2912 2893 2865 2897 2883 2866 2868 2922 2875 2866 2882 2879 2879 2871 2905 2930 2882 2838 2868 2884 Tree=0 num_leaves=31 num_cat=0 split_feature=68 64 69 60 57 67 55 57 54 73 54 55 54 10 64 57 20 60 54 59 61 55 51 7 67 59 54 18 15 59 split_gain=175476 92779.2 23666.7 18988.8 17084.5 16743.6 14863.7 12881.6 11418 7335.48 6971.62 6863.12 6440.4 9000.47 6438.6 5955.55 5931.15 5212 4685.07 4623.31 4572.29 4556.23 4357.89 4255.4 4216.81 4561.67 4188.36 4036.6 5664.81 3980.57 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 15 -1 17 -6 9 20 23 -9 -12 22 16 24 26 29 -4 -19 -13 -2 -22 -8 -5 25 27 -3 28 -10 -14 right_child=8 3 5 7 6 -7 12 10 14 -11 11 19 13 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=94.626220852825 93.414564710780439 94.764564708067667 94.343243077885944 93.419773839499967 94.418410862964848 93.373491689287448 94.187228067756777 93.190714065314111 92.638723376055594 92.685598366602676 93.111299747699704 92.882994192174991 93.702645101938131 91.582696593507805 91.99180988087565 93.427971984962582 94.606872418677042 94.206051313022442 93.54898639617069 92.412051211185272 93.19614808620409 92.506655379268338 92.888410854784183 94.161514304923557 92.282624057994099 92.443154889020803 93.767509958157646 94.212855310752204 94.448410859552567 92.868410871998819 leaf_weight=621 117 52 298 697 378 866 186 686 128 128 450 384 111 28 406 957 39 178 278 456 137 319 30 87 591 293 222 27 20 118 leaf_count=621 117 52 298 697 378 866 186 686 128 128 450 384 111 28 406 957 39 178 278 456 137 319 30 87 591 293 222 27 20 118 internal_value=93.2982 93.5287 93.939 93.2168 94.2237 93.6735 93.9428 93.0766 92.4784 93.3875 92.9331 92.7962 93.5917 93.2887 92.3304 93.5457 93.4669 94.018 93.8055 92.6273 92.8569 92.7138 94.0068 93.5021 92.4602 92.6844 93.9567 93.0884 92.8833 93.2728 internal_weight=0 7250 3131 4119 1511 1620 890 2888 2038 912 1976 1290 512 296 1465 1231 268 754 456 840 573 456 216 784 1059 468 274 175 148 229 internal_count=9288 7250 3131 4119 1511 1620 890 2888 2038 912 1976 1290 512 296 1465 1231 268 754 456 840 573 456 216 784 1059 468 274 175 148 229 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=68 60 54 56 56 56 55 55 53 56 53 54 31 61 55 22 55 53 69 70 29 29 19 70 61 53 3 37 67 22 split_gain=142136 32491.1 29532.9 20595.9 14243.3 13110.5 11685.6 11004 10473.1 11464.6 7929.53 8369.51 6731.36 6556.46 6498.26 6290.03 8109 5553.72 5493.07 5041.25 7754.15 6403.47 7326.25 5020.51 4894 7526.87 5765.15 4870.54 4644.97 4558.15 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=1 4 8 6 15 -2 -4 -6 -3 29 -7 -12 -11 -9 27 16 -1 -18 -14 21 28 22 -15 -19 26 -26 -8 -5 -21 -10 right_child=5 2 3 14 7 10 24 13 9 12 11 -13 18 19 -16 -17 17 23 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=1.2023524987023502 -0.21920242118786307 0.51758449545872764 0.47111404560182402 0.0031263754060646036 0.52004088617324151 -0.3362870125436328 0.12102574447551406 0.36539831005427642 0.3834414630578114 0.08905116046267593 -0.41731333731741144 -0.81465975560344828 -0.059465632320922099 -0.013344596056849223 -0.30151797375371381 0.053116522206888568 0.97695527317327091 0.59415941584578769 -1.0760197706638821 0.16590703229109446 -1.091597660658536 0.81296645273764945 0.82653596292321496 0.01332648543901341 0.20452856252687263 -0.31026048199835482 1.046507946065828 -0.49846226635838853 -0.37521485915037089 1.121464463264223 leaf_weight=112 566 510 345 705 467 384 249 394 325 742 345 743 54 411 1240 77 109 229 42 173 36 60 52 93 206 326 34 98 119 42 leaf_count=112 566 510 345 705 467 384 249 394 325 742 345 743 54 411 1240 77 109 229 42 173 36 60 52 93 206 326 34 98 119 42 internal_value=0 0.138271 0.0410882 -0.0784541 0.343223 -0.491888 0.145896 0.244073 0.26435 0.157172 -0.596739 -0.688663 0.0210883 0.140557 -0.205838 0.617006 0.696968 0.565638 -0.504208 0.0364595 -0.168433 0.164958 0.0809832 0.426403 0.00822656 -0.110925 0.232214 -0.0580887 -0.0546187 0.467902 internal_weight=0 7250 4918 3203 2332 2038 1160 1712 1715 1205 1472 1088 838 1245 2043 620 543 431 96 851 328 523 463 322 815 532 283 803 292 367 internal_count=9288 7250 4918 3203 2332 2038 1160 1712 1715 1205 1472 1088 838 1245 2043 620 543 431 96 851 328 523 463 322 815 532 283 803 292 367 is_linear=0 shrinkage=0.0666667 Tree=2 num_leaves=31 num_cat=0 split_feature=56 54 60 59 59 53 60 53 64 61 61 60 59 64 64 54 18 38 60 53 61 46 53 59 62 24 41 30 53 70 split_gain=40355.4 32293 23898.2 19721.4 16179 13501.7 10042.6 9867.15 9839.71 9333.52 8582.97 8806.78 9115.27 8149.91 8080.64 10005.2 7323.45 7300.54 6865.81 5947.36 10084.6 5871.13 5389.6 4988.6 6688.09 6123.52 4816.2 4812.75 4543.73 5021.24 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=3 5 7 8 9 13 -5 16 18 -4 -7 12 -12 26 15 -8 17 -3 -1 -17 -21 -11 27 24 -9 -25 -2 -6 -10 -30 right_child=1 2 4 6 22 10 14 23 28 21 11 -13 -14 -15 -16 19 -18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=1.6751853085266868 1.0665829226845189 0.032203739156796675 0.22696667112349822 0.50963001515795026 -0.3787071138536528 0.3789315629340077 0.76585766709740133 0.75573995494451685 1.0653679875745661 -0.28568805932061891 1.1668896505544926 -0.32814400887497386 -0.010113057453806203 0.16878372662181187 -0.22027759665841545 0.48617382841650403 1.2751504316352882 1.1514537366798947 0.80501036469703147 0.37822553935185288 -0.73956923002506647 -1.1623433098760108 -0.83575043199705368 -0.19174443468428182 -0.18109870128003247 -1.0727783966230022 -0.0066778007818728072 -1.2647842373918086 0.41454076245862836 -0.56235733847869074 leaf_weight=123 285 348 371 568 622 472 248 122 63 684 87 739 270 268 734 160 78 70 345 142 187 86 920 639 203 90 49 68 171 76 leaf_count=123 285 348 371 568 622 472 248 122 63 684 87 739 270 268 734 160 78 70 345 142 187 86 920 639 203 90 49 68 171 76 internal_value=0 -0.13753 -0.296207 0.315924 -0.473144 0.176972 0.152484 0.0178277 0.74427 -0.185072 0.0224146 -0.131122 0.27672 0.57954 0.0145787 0.248479 0.385626 0.219638 1.03371 -0.0139133 -0.257117 -0.3836 -0.677299 -0.155254 0.170576 -0.300514 0.909129 -0.466031 0.307308 0.113957 internal_weight=0 6471 4301 2817 2751 2170 2039 1550 778 1141 1568 1096 357 602 1471 737 496 418 468 489 329 770 1610 1054 325 729 334 690 310 247 internal_count=9288 6471 4301 2817 2751 2170 2039 1550 778 1141 1568 1096 357 602 1471 737 496 418 468 489 329 770 1610 1054 325 729 334 690 310 247 is_linear=0 shrinkage=0.1 Tree=3 num_leaves=31 num_cat=0 split_feature=65 68 64 68 67 64 70 67 64 70 70 67 58 58 70 70 54 55 30 48 3 24 60 55 67 58 64 23 4 56 split_gain=263592 98310.8 60078.2 53666 22024.6 19411.8 16706.5 16432.9 18770.3 11263.1 7841.46 6297.05 8270.59 6031.52 5756.03 5546.86 4788.94 4440.13 6101.95 4383.19 4284.17 4610.38 4242.56 3955.08 4168.08 3907.82 3685.32 3566.77 3470.32 4106.96 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 9 4 5 -2 22 8 10 23 -3 20 16 14 19 -10 -13 25 -19 -6 21 -8 -4 -1 -25 -11 -15 -26 29 -9 right_child=3 7 6 -5 13 -7 11 28 15 17 -12 12 -14 26 -16 -17 -18 18 -20 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31 leaf_value=1.3417588435333601 0.13655771643256265 0.78481859063177739 0.70265747594296268 -1.1905575218260933 -0.62329260954462673 -0.40821309186701599 0.091189223301949424 -0.067677817570816978 -0.17744564377547553 0.49608168855381468 -0.040511680126029959 0.22222427557448321 0.058327306751433071 -0.36344171279727877 -1.6082711568942258 -1.1569903226578293 -0.91444470950978085 0.4119701599702239 1.3785428368510344 -1.5249916859196895 1.2305016722341979 1.0790874097626983 0.39555131480820849 1.2551440286599558 0.71106019316803293 1.2632417276108578 -0.67648179345705284 1.4998195735008819 -0.94403665724876662 -0.50902986527373084 leaf_weight=423 760 225 461 675 251 1129 240 198 96 69 124 33 412 513 68 69 117 355 52 44 33 38 969 270 296 139 532 46 89 562 leaf_count=423 760 225 461 675 251 1129 240 198 96 69 124 33 412 513 68 69 117 355 52 44 33 38 969 270 296 139 532 46 89 562 internal_value=0 0.383739 0.594171 -0.513584 -0.374987 -0.189036 0.319186 -0.22656 0.145318 0.977983 0.491578 0.0319261 -0.134565 -0.624462 -0.917103 -0.587073 -0.664378 0.695535 0.535463 -0.757783 0.332789 0.226226 0.494555 1.14581 1.01038 1.00875 -0.522808 0.817151 -0.451701 -0.394046 internal_weight=0 5316 3953 3972 3297 1889 2303 1363 514 1650 349 873 562 1408 363 165 150 615 407 295 311 278 1430 1035 612 208 1045 342 849 760 internal_count=9288 5316 3953 3972 3297 1889 2303 1363 514 1650 349 873 562 1408 363 165 150 615 407 295 311 278 1430 1035 612 208 1045 342 849 760 is_linear=0 shrinkage=0.0833333 Tree=4 num_leaves=31 num_cat=0 split_feature=68 64 67 70 70 54 56 67 64 31 55 70 9 58 61 42 11 56 64 22 4 53 56 53 9 29 33 62 56 63 split_gain=90734.1 52361.9 13699.4 10981.8 9718.68 9265.58 8759.05 7283.99 10341.2 6404.19 5529.75 5478.05 4986.35 4656.76 8212.21 4469.19 4685.23 4940.37 4361.36 5005.65 4341.55 4136.13 4047.24 3906.08 3864.43 3569.22 3499.51 3514.42 3480.32 3464.39 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 1.5000000000000002 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 6 12 7 22 -1 8 15 29 21 -8 -3 14 -5 16 17 -2 24 -20 -10 -7 -4 -24 -6 -16 -12 -28 -23 -9 right_child=4 3 5 13 18 10 11 9 20 -11 26 -13 -14 -15 25 -17 -18 -19 19 -21 -22 28 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.44202809979863189 0.30425203607517215 -0.0023148943509376193 0.47634553231543109 0.12479736096552396 -0.38667952560976193 0.43089603879013838 0.31679354471647564 -0.11925942005347907 -0.26192855066693727 -0.6600418235011577 0.005903504568564877 0.10411360325709065 0.1669693920159836 -0.078174428139138413 -0.304286286993045 -0.31977558405990275 0.5877529662080675 -0.077048874400786782 -0.50311017492238208 -1.232857390846869 -0.92590211593743521 0.30377731768379884 0.39732636890464762 0.098560598752981926 -0.045781462138507791 -0.76781632558361557 -0.015651183432033713 -0.60120277696185642 -0.03393282091094306 -0.32151711919368842 leaf_weight=576 106 2240 139 89 484 98 544 286 168 79 617 427 406 1057 290 52 38 183 119 22 22 96 129 262 76 37 41 40 162 403 leaf_count=576 106 2240 139 89 484 98 544 286 168 79 617 427 406 1057 290 52 38 183 119 22 22 96 129 262 76 37 41 40 162 403 internal_value=0 0.0736503 0.210647 -0.0304859 -0.262004 0.118773 0.304719 -0.191728 -0.071207 -0.281019 0.0425484 0.223267 0.0236599 -0.12775 -0.253715 0.0629474 0.123809 0.0628054 -0.396042 -0.616971 -0.33881 0.185094 0.270359 0.19713 -0.340415 -0.356735 -0.0301538 -0.304812 0.0917268 -0.237561 internal_weight=0 7250 3131 4119 2038 1584 1547 1337 569 768 1054 971 2646 1473 416 379 327 289 701 141 190 356 530 391 560 327 698 81 258 689 internal_count=9288 7250 3131 4119 2038 1584 1547 1337 569 768 1054 971 2646 1473 416 379 327 289 701 141 190 356 530 391 560 327 698 81 258 689 is_linear=0 shrinkage=0.0444444 Tree=5 num_leaves=31 num_cat=0 split_feature=65 67 57 70 57 67 59 69 59 56 60 70 15 58 56 55 70 49 25 56 23 33 59 26 70 61 61 11 56 58 split_gain=215609 27376.5 16020.8 14192.6 13688.1 10919 8189.94 7441.39 5686.54 5572.67 6768.04 5568.39 5430.03 4679.96 4327.99 6682.24 4273.44 4233.25 4177.89 3951.02 8180.28 5233.47 3849.23 4550.41 3836.51 10913.1 3743.46 3503.31 4152.19 3495 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 9 7 8 11 17 19 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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 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 17 16 5 18 -2 8 9 10 14 13 -13 22 15 20 19 -3 23 -1 21 -8 -6 -5 25 27 -27 -4 -28 -29 right_child=6 2 24 4 11 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 29 -30 -31 leaf_value=0.31596808240371932 -0.16024766134038715 0.058858659029588069 -0.023534939431835534 0.79043800467322967 0.024695883130780156 0.11887757347074941 0.092888515263522431 -1.0062694491545361 -1.3549871082963616 -0.98586248499591189 -0.73222245683272691 -0.50191972136035445 -0.014297239312627278 0.78490964863981527 0.59712901569548116 -0.98990748800080408 0.87366466195959791 0.44506534445692192 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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 1.5000000000000002 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 decision_type=2 2 2 2 2 2 2 2 2 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 6 13 10 7 28 -9 -1 -6 -12 -8 14 -4 16 17 -3 19 -19 -18 22 -14 -24 -20 26 27 -5 29 -2 right_child=3 15 4 25 5 -7 12 8 -10 -11 11 -13 21 -15 -16 -17 20 18 24 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.22814304803633867 0.58242391853105457 -0.10360303211896581 0.30417296824488088 -0.4290277320389333 0.59675209913238692 -0.39379066139459612 -0.22142623729292357 0.13996791966606917 1.2528646200043816 0.5745966836149935 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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 decision_type=2 2 2 2 2 2 2 2 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 15 5 6 -3 11 -8 10 24 -7 -4 14 -14 18 26 -18 20 -20 -1 -11 23 -23 -6 -26 27 29 -28 -17 right_child=1 4 12 -5 9 7 8 -9 -10 21 -12 -13 13 -15 -16 16 17 -19 19 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31 leaf_value=0.64609282772948307 0.059265342860324643 0.30315963670572876 -0.10979354860326716 0.77801101135630768 -0.41975795026062501 -0.041054231869260764 0.0068290525464983504 -1.3475694738328459 -0.64598977424204351 -0.053614288610118736 0.15506967539184316 -1.1681866411119699 0.69876456333173298 1.6865680607168803 -0.64603636980056767 1.1529056232306176 0.8180281299811144 -0.49062631011009217 -0.078413258725777271 1.275373387336731 -0.19650233633816244 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3747.85 3474.09 3059.07 3316.72 3599.24 2899.72 2712.25 3731.71 2662.94 4334.43 3144.8 3081.5 2695.3 2580.16 2448.29 2759.51 2431.26 2925.67 3194.03 2335.37 2497.29 2319.44 2168.8 2143.26 3163.55 2950.2 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 5 -1 27 7 -6 9 -9 -8 17 23 14 -14 16 -16 20 -4 -20 21 -12 25 -3 -25 -23 -10 -2 29 -29 right_child=3 12 18 -5 6 -7 10 8 26 -11 11 -13 13 -15 15 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.10753647013884716 -0.011031644464903775 0.030234768427300211 0.010892349756846465 -0.082744876488822477 0.13484530071908063 -0.042042294026307339 0.063200036324836589 0.017969756680865621 0.04377291351556778 0.26721307693105756 0.017732229879660201 0.17579298805144125 0.022405370793172289 0.12794124398120615 -0.046413331030922773 -0.22473841967520777 -0.26506400417823062 0.12386339566088282 0.094267630224065355 -0.074678687691688547 -0.24993237201984111 -0.30926007298862229 0.083824982202571369 -0.016621840433513418 -0.16880962653163198 -0.093352390403548868 -0.13943388404058557 0.13492376585491003 0.23057627241952081 -0.031168557336164075 leaf_weight=631 1253 490 1983 675 243 1816 270 43 48 33 129 34 84 43 170 77 26 32 275 45 26 34 23 425 48 48 56 64 35 129 leaf_count=631 1253 490 1983 675 243 1816 270 43 48 33 129 34 84 43 170 77 26 32 275 45 26 34 23 425 48 48 56 64 35 129 internal_value=0 0.0250827 0.0400696 -0.0335699 0.0692318 -0.0235022 0.0455122 0.0866453 0.0215752 0.126194 0.0163188 -0.0225091 -0.0183825 -0.0617582 -0.0846071 -0.117534 -0.075418 -0.0455991 0.0191761 0.0705096 -0.066456 -0.0460698 -0.124455 -0.000365636 -0.0320658 -0.182875 -0.0548769 -0.00076847 0.055634 0.0239087 internal_weight=0 5316 3953 3972 1650 3297 1019 423 180 76 596 326 1363 400 357 273 196 292 2303 320 260 234 105 963 473 82 104 1481 228 193 internal_count=9288 5316 3953 3972 1650 3297 1019 423 180 76 596 326 1363 400 357 273 196 292 2303 320 260 234 105 963 473 82 104 1481 228 193 is_linear=0 shrinkage=0.02 Tree=35 num_leaves=31 num_cat=0 split_feature=68 57 59 54 55 20 60 6 59 54 49 72 27 60 61 49 12 71 55 13 69 55 54 60 44 15 27 63 61 50 split_gain=23027.2 9760.01 7296.63 4819.22 4643.47 4098.89 3727.66 3817.48 3415.35 3319.98 4557.48 3257.35 3096.09 2921.63 2868 5408.79 3787.67 3876.78 3226.8 2883.69 3371.55 2746.22 2733.64 2922.72 2608.41 3717.03 2594.47 2578.53 2544.36 2543.28 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 12 13 22 7 14 -5 -8 -11 -9 29 -3 18 16 17 19 -4 20 -16 -12 -6 26 25 -20 -24 -19 -15 -1 right_child=-2 2 6 8 5 -7 9 11 -10 10 21 -13 -14 28 15 -17 -18 27 24 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.050204222269370533 -0.049496554643430432 0.14786444565018375 0.13686379970276738 0.062695648742600515 0.06150134983140236 -0.074049614679410264 -0.0027269041403172175 0.054014982252346029 0.011037618463101573 -0.033925458705475878 -0.041426681904565714 0.26780937876966265 0.16004072582415704 0.12392423957324865 -0.17926178372568555 -0.12772992963592211 -0.10749946178610975 -0.064186727237843327 0.00083555333405023523 0.10315536999224144 -0.013539080384662887 -0.1897674130535115 0.031397969545716914 -0.016877004589530935 -0.17133884032567342 0.19111133792785681 0.19119402802351751 0.057477864667019811 0.023291306338404011 0.1584475165835901 leaf_weight=478 2038 111 73 514 341 138 821 113 1153 1009 56 24 112 95 60 110 82 56 210 27 79 91 195 528 20 33 33 356 263 69 leaf_count=478 2038 111 73 514 341 138 821 113 1153 1009 56 24 112 95 60 110 82 56 210 27 79 91 195 528 20 33 33 356 263 69 internal_value=0 0.0139137 0.000622864 0.0420494 0.0285126 0.0115579 -0.0141362 0.00847937 0.0269658 -0.0283552 -0.0465567 0.091468 0.0802049 0.0731586 -0.00180042 -0.0195295 -0.00149605 0.0135425 0.0388286 -0.0544584 -0.0850741 -0.133257 0.0223272 0.00465734 0.0116174 0.0266755 0.0545263 0.0409409 0.0499956 0.0638583 internal_weight=0 7250 4924 2326 1704 1235 3220 1243 1667 1977 1156 137 659 469 1106 770 660 578 336 166 139 147 1097 756 263 243 228 412 358 547 internal_count=9288 7250 4924 2326 1704 1235 3220 1243 1667 1977 1156 137 659 469 1106 770 660 578 336 166 139 147 1097 756 263 243 228 412 358 547 is_linear=0 shrinkage=0.0166667 Tree=36 num_leaves=31 num_cat=0 split_feature=65 68 70 68 67 55 17 38 53 9 69 12 45 21 12 73 69 15 25 46 2 72 15 19 53 15 39 20 34 38 split_gain=14336.5 5347.38 3529.48 3193.04 2838.83 2366.89 4180.07 2876.78 3392.83 3651.13 2497.97 5099.33 2343.04 2271.21 2234.87 2211.75 2079.72 2032.19 1953.47 3937.33 2952.08 2397.71 3812.29 1881.61 2579.06 1833.39 1926.84 1824.33 2546.77 2553.87 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 -1 4 18 6 13 8 9 14 12 -12 15 -4 -7 25 -15 -9 21 20 -20 -2 23 24 -23 26 -10 28 29 -3 right_child=3 27 5 -5 -6 7 -8 17 10 -11 11 -13 -14 16 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.2397002232118588 -0.038661533518503266 -0.0091431839595879274 0.40502313062632117 -0.34188553206622602 -0.21064134930731432 -0.11826814692783155 -1.0690694954084312 0.2178399422741312 -0.49983949655905752 0.91152271102621885 -0.35957475572227027 -2.0299634337425232 0.55415389072895049 0.211986137231191 0.63684891386235021 0.55872636075530735 -1.1044865480065347 1.2588662266731263 -0.65433100910166153 0.61282632289788674 0.49505180739439453 0.79218399306138365 1.2296433920795853 -0.64788911938667304 0.014179637764586884 0.56295499393473503 0.27854025936440419 -0.39117825518775462 0.40299803444317411 -0.44637398895544883 leaf_weight=2465 1394 930 357 675 1408 236 23 127 195 53 212 20 50 30 47 35 20 22 159 39 26 60 37 27 147 23 38 151 126 156 leaf_count=2465 1394 930 357 675 1408 236 23 127 195 53 212 20 50 30 47 35 20 22 159 39 26 60 37 27 147 23 38 151 126 156 internal_value=0 0.107392 0.166285 -0.143731 -0.103162 0.0446669 0.242499 -0.0357374 -0.102498 0.149796 -0.25044 -0.503574 -0.0782202 0.316617 0.00713999 -0.186876 -0.314603 0.371549 -0.0230503 -0.300299 -0.492796 0.0142493 0.286418 0.137275 0.239688 -0.288813 -0.372893 -0.0634099 -0.0225741 -0.0719498 internal_weight=0 5316 3953 3972 3297 1488 430 1058 909 336 573 232 341 407 283 291 50 149 1889 224 185 1665 271 234 207 256 233 1363 1212 1086 internal_count=9288 5316 3953 3972 3297 1488 430 1058 909 336 573 232 341 407 283 291 50 149 1889 224 185 1665 271 234 207 256 233 1363 1212 1086 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=31 num_cat=0 split_feature=65 68 59 60 63 55 61 28 68 20 63 61 62 72 27 4 51 63 70 40 60 3 63 17 40 51 0 2 62 16 split_gain=11612.6 4331.38 3182.38 3141.39 3845.66 2843.28 3368.95 2607.39 2586.36 2481.42 2183.15 3391.79 2843.87 2195.36 2173.05 2161.84 2413.76 6305.76 5641.2 2258.89 2126.86 2123.29 2107.62 3310.53 2028.54 3378.33 2922.06 2026.05 3195.63 3095.72 threshold=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 1.5000000000000002 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 decision_type=2 2 2 2 2 2 2 2 2 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 -4 -7 10 -2 -9 11 -5 -13 27 -1 16 20 18 -18 -19 21 -3 -22 -24 25 26 -6 29 -29 -12 right_child=8 15 5 7 24 6 -8 9 -10 -11 13 12 -14 -15 -16 -17 17 19 -20 -21 22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.7213612411419551 -0.0928457705341596 0.37743936974790848 0.22525163014620608 0.50402794347164481 0.67235603830532031 0.18229893867531188 -0.10890500761420277 0.91522440569876107 -0.30769697344689462 -0.33169740837067369 0.10661055698275318 0.069737862445870227 -0.93917236117216252 -0.25657236442290327 1.7041120162716621 -0.41123849327852524 -0.42744591941958981 -0.12178194885226815 -2.4116894250330718 1.0555606955289842 0.14790535278045214 -0.44336886414223253 -0.11914191928940671 -1.2835470943496778 -0.62064282273252802 -0.88474547009915117 -0.34111072591372898 0.13330504860196796 1.527537377684888 0.782252354306888 leaf_weight=135 3297 253 921 47 152 657 1005 79 675 20 479 49 65 93 27 153 38 88 23 20 325 36 401 26 24 20 35 35 31 79 leaf_count=135 3297 253 921 47 152 657 1005 79 675 20 479 49 65 93 27 153 38 88 23 20 325 36 401 26 24 20 35 35 31 79 internal_value=0 0.0966531 0.149657 0.272858 0.511612 0.0843119 0.00620991 0.176818 -0.129357 0.663321 0.121962 -0.210806 -0.505518 0.196684 0.885153 -0.0570689 -0.0122855 -0.362825 -1.1756 0.0962445 0.0446225 0.275193 -0.0439879 -0.190042 0.249649 0.350552 0.48267 0.264237 0.788172 0.202266 internal_weight=0 5316 3953 1370 393 2583 1662 977 3972 99 878 161 114 717 162 1363 1210 169 61 108 1041 289 752 427 231 207 187 624 66 558 internal_count=9288 5316 3953 1370 393 2583 1662 977 3972 99 878 161 114 717 162 1363 1210 169 61 108 1041 289 752 427 231 207 187 624 66 558 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=31 num_cat=0 split_feature=57 59 60 47 53 17 49 58 17 23 34 61 63 62 21 38 54 23 16 42 20 23 61 47 28 4 67 58 40 17 split_gain=5859.21 4814.12 3854.32 3766.76 2873.24 4074.81 4072.09 5090.77 2772.34 2972.06 2676.56 2825.12 2572.31 2530.56 3854.68 3629.17 4507.21 3772.73 3287.85 3265.07 2690.86 3433.54 2490.68 4457.46 2248.01 2235.89 3321.11 2884.88 2156.13 2500.17 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 -1 -3 6 10 7 24 9 -9 11 12 -6 14 18 16 20 19 25 -18 21 -15 23 -4 -2 27 -27 -13 29 -24 right_child=1 3 22 -5 5 -7 -8 8 -10 -11 -12 13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 28 -25 -26 26 -28 -29 -30 -31 leaf_value=0.31246627839467189 0.52094888623177482 -0.15373505864408479 0.340482710890472 0.11556589173478854 0.80231465149310344 -0.64065904309875088 0.93328093153081459 0.034629707345018503 1.0538466184035593 -0.74419887269798091 0.44451733397112952 0.85289572391165314 0.10176684070917007 0.44999634509960429 -0.81905536327673056 0.4931130482027164 -0.67596154054258506 0.62204860627651215 -0.5683881763634937 -1.9677000717005946 -1.0193515300750733 -0.9013722836971283 -0.0030110645308008151 -0.42762350968263124 1.6711415205895901 0.47676082125731878 -1.2813853453506123 0.16858479265887369 -0.33660753385354114 0.65211085694246607 leaf_weight=755 113 3634 500 606 62 95 76 349 23 57 144 83 339 103 46 52 177 20 56 22 21 23 1294 89 20 21 22 239 186 61 leaf_count=755 113 3634 500 606 62 95 76 349 23 57 144 83 339 103 46 52 177 20 56 22 21 23 1294 89 20 21 22 239 186 61 internal_value=0 -0.0533138 0.118325 -0.115245 0.0680869 -0.00646058 0.246276 0.153372 -0.0142077 -0.0747132 0.0356715 -0.0101091 0.210081 -0.109879 0.0501013 -0.288613 -0.399677 -0.687185 0.145069 -0.818767 0.0286509 0.203318 0.04951 0.224419 0.69391 0.25453 -0.422756 0.344975 -0.0173436 0.0264815 internal_weight=0 6403 2885 4240 2163 1525 638 562 429 406 1430 1286 401 885 467 418 366 219 421 199 147 126 2130 589 133 365 43 322 1541 1355 internal_count=9288 6403 2885 4240 2163 1525 638 562 429 406 1430 1286 401 885 467 418 366 219 421 199 147 126 2130 589 133 365 43 322 1541 1355 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=31 num_cat=0 split_feature=57 54 54 50 11 68 55 6 47 62 22 49 3 64 9 69 73 18 61 61 11 6 38 71 4 62 9 63 25 38 split_gain=5557.71 3194.37 2913.13 2524.51 2832.76 2510.79 2340.72 2564.52 3166.38 2101.63 3202.36 2612.62 4840.72 2834.54 4661.21 2978.42 3704.49 4140.27 2972.16 2330.95 2255.49 2206.87 2507.61 2063.01 2660.01 3173.49 2425.72 2204.71 2431.6 2414.68 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=2 23 3 4 -1 6 7 8 -3 11 21 13 -13 14 15 16 17 -8 -16 -12 -17 22 -11 24 27 -26 -25 29 -29 -2 right_child=1 5 -4 -5 -6 -7 9 -9 -10 10 19 12 -14 -15 18 20 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 28 -30 -31 leaf_value=0.14339985684132292 0.089793250367207367 -0.031841754412810418 0.027062936683226527 0.37343967027298297 -0.17004387525887024 -0.11921039666244343 0.035045876377507265 0.23928562823857646 0.23710668900310994 -0.15620352186884592 -0.65253561825855921 -0.087861141954367394 -0.81548365097906861 -0.053272995627183711 0.04936138661578298 0.36781673500491258 0.56243778800964361 -0.72616367502646018 -0.64337280991176771 -0.15186687149900072 -0.16865986721082168 0.15984259309247137 0.13974687011867035 -0.033715643613881137 0.14776142104105516 -0.54565912295471541 0.14239080050069353 0.2852692999943035 -0.1709604468309518 -0.36756482575878957 leaf_weight=596 230 879 2106 101 82 1026 95 128 125 563 46 149 27 695 32 179 25 22 30 47 22 80 82 1305 33 33 230 254 33 33 leaf_count=596 230 879 2106 101 82 1026 95 128 125 563 46 149 27 695 32 179 25 22 30 47 22 80 82 1305 33 33 230 254 33 33 internal_value=0 -0.025962 0.0576203 0.140231 0.105491 -0.0510806 -0.0294125 0.0285141 0.00164286 -0.0607272 -0.123289 -0.020621 -0.199485 0.0079973 0.11314 0.185258 0.00996269 -0.108088 -0.285833 -0.399509 0.309098 -0.0878565 -0.118579 0.0236912 0.100988 -0.198949 -0.00732836 0.136981 0.232811 0.0324061 internal_weight=0 6403 2885 779 678 4252 3226 1132 1004 2094 818 1276 176 1100 405 343 142 117 62 93 201 725 645 2151 616 66 1535 550 287 263 internal_count=9288 6403 2885 779 678 4252 3226 1132 1004 2094 818 1276 176 1100 405 343 142 117 62 93 201 725 645 2151 616 66 1535 550 287 263 is_linear=0 shrinkage=0.05 end of trees feature_importances: red=56 BON3=51 black=51 brown=51 BON2=49 BON5=47 BON8=47 BON1=45 BON4=44 yellow=44 grey=43 BON9=41 BON7=39 no_players=30 BON6=29 x4_SCORE3=24 blue=23 x1_SCORE1=22 x0_SCORE4=17 x1_SCORE7=17 x2_SCORE3=17 BON10=17 x4_SCORE7=15 x0_SCORE5=14 x2_SCORE1=14 x1_SCORE3=12 x3_SCORE7=12 x3_SCORE8=12 x1_SCORE9=11 x2_SCORE6=11 x4_SCORE6=11 x5_SCORE6=11 x0_SCORE7=10 x0_SCORE8=10 x1_SCORE4=10 x2_SCORE5=10 x3_SCORE5=10 x5_SCORE8=10 x0_SCORE1=9 x2_SCORE9=9 x3_SCORE4=9 x5_SCORE4=9 x0_map2=9 x0_map3=9 x2_SCORE4=8 x2_SCORE7=8 x3_SCORE1=8 x3_SCORE2=8 x4_SCORE5=8 x4_SCORE8=8 x5_SCORE3=8 x5_SCORE5=8 x2_SCORE8=7 x3_SCORE3=7 x5_SCORE7=7 x0_SCORE2=6 x0_SCORE6=6 x3_SCORE6=6 x4_SCORE4=6 x5_SCORE2=6 x1_SCORE2=5 x4_SCORE2=5 x5_SCORE9=5 x0_map1=5 x0_SCORE3=4 x1_SCORE8=4 x2_SCORE2=4 x1_SCORE5=3 x1_SCORE6=3 x3_SCORE9=3 x4_SCORE9=3 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:[]