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] none [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] tree_sizes=2840 2950 2925 2951 2946 2960 2928 2963 2929 2947 2953 2968 2929 2947 2932 2930 2939 2955 2924 2947 2960 2927 2913 2914 2963 2958 2928 2963 2918 2931 2970 2912 2941 2937 2987 2980 2923 2914 2906 2950 Tree=0 num_leaves=31 num_cat=0 split_feature=62 67 64 64 67 69 60 67 57 57 57 60 69 60 60 54 55 57 60 54 68 54 58 64 58 73 55 59 54 21 split_gain=649118 123379 66313.6 65486.6 48614.2 32595.2 26762.8 20912 18399.3 17233.6 13951.5 13983.7 13580 12536.9 11299.9 9218.68 9107.03 10761.3 8491.43 8401.33 8387.48 7730.07 9461.31 7454.67 7400.85 7011.1 6375.58 6226.68 6066.82 8977.28 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=3 2 5 4 14 6 20 12 15 -8 11 -4 18 -10 -1 -3 17 -7 -5 -6 -2 22 -11 -15 -19 27 -23 -13 -9 -30 right_child=1 8 10 7 19 16 9 28 13 21 -12 25 -14 23 -16 -17 -18 24 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=102.93858018371232 104.68058713806543 103.40226597053288 103.85471284735786 102.52048915590572 102.3758370987986 104.34020396286749 104.13229370501345 101.9118243219917 103.02327324489748 104.22263737910858 103.02529118514926 103.46715441791159 101.63353196954613 102.84834820616113 102.49860679285882 103.0172655647943 103.31840110013523 104.0303146730418 102.0081331182168 101.92389487959832 104.06645343078127 103.46842599881951 103.05462080607158 102.58743794351014 103.22803615964933 103.84347013700616 102.58229126512178 102.86251905341781 101.35489023169927 102.13071357654522 leaf_weight=911 521 845 477 498 531 217 478 358 2174 159 2678 257 642 2413 1625 2356 1483 174 923 1825 388 153 123 2005 339 137 173 505 1216 170 leaf_count=911 521 845 477 498 531 217 478 358 2174 159 2678 257 642 2413 1625 2356 1483 174 923 1825 388 153 123 2005 339 137 173 505 1216 170 internal_value=102.82 103.162 103.447 102.111 102.353 103.725 104.018 101.8 102.922 103.683 103.158 103.417 102.015 102.827 102.657 103.119 103.461 103.75 102.188 102.026 104.418 103.33 103.713 102.73 103.5 103.185 102.998 103.066 101.545 101.45 internal_weight=0 18055 8262 8699 4892 4208 1995 3807 9793 1086 4054 1376 2063 6592 2536 3201 2213 730 1421 2356 909 608 282 4418 513 899 326 762 1744 1386 internal_count=26754 18055 8262 8699 4892 4208 1995 3807 9793 1086 4054 1376 2063 6592 2536 3201 2213 730 1421 2356 909 608 282 4418 513 899 326 762 1744 1386 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=62 67 70 67 70 70 69 60 60 54 69 60 70 56 60 54 68 54 56 54 49 31 61 42 53 68 32 20 68 22 split_gain=525786 99937.1 103539 52676.4 34970.6 27371.1 24952.1 14245.4 13642.2 12437.4 11267.7 10189.7 9065.65 8659.83 8642.51 7685.35 7434.55 7046.12 6926.95 6742.3 7788.56 6604.83 6509.82 6341.99 7411.85 6320.66 6179 7036.8 6064.67 6497.06 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 2 6 4 10 11 8 18 15 -5 28 -3 25 -8 -6 -2 -13 -10 -4 -16 -21 -20 -18 -12 -25 -11 27 -14 29 -1 right_child=1 5 7 9 14 -7 13 -9 17 12 23 16 26 -15 19 -17 22 -19 21 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.21918508408965381 1.2625108080639003 0.26151109386380489 0.51972752849150583 -0.37885284313200829 -0.25912491742040022 -0.10195844871780997 0.64224669929872569 0.047526625311199867 0.82224119459205602 -0.67969995352762358 -0.30461112914248284 0.00013770673674872098 -0.68526169584887064 0.35566100729790256 -0.32115023603387527 0.84704378335133212 0.019425732082637905 0.47233673479191207 0.2664299129406823 -0.69520040908837732 -0.17987335969549084 -0.22833652125862908 0.25441320234021819 -0.52421743066774473 0.47882970737407893 -0.44405664008858037 -1.2061774723362504 -1.2313301010959956 -0.16085759785739001 -0.41366829306275277 leaf_weight=730 298 2038 450 889 686 3119 735 2512 466 1157 966 2371 884 1293 442 589 823 567 1219 995 150 133 1442 48 103 899 152 119 399 80 leaf_count=730 298 2038 450 889 686 3119 735 2512 466 1157 966 2371 884 1293 442 589 823 567 1219 995 150 133 1442 48 103 899 152 119 399 80 internal_value=0 0.205142 0.375903 -0.425778 -0.270881 0.0610772 0.622603 0.150133 0.794852 -0.599526 -0.0891521 0.13727 -0.660622 0.459527 -0.456847 0.986626 0.0826527 0.630183 0.293167 -0.542315 -0.62769 0.217758 0.169029 -0.241806 0.15998 -0.576663 -0.810077 -0.750049 0.0518854 0.156681 internal_weight=0 18055 8262 8699 4599 9793 3948 4314 1920 4100 2326 6674 3211 2028 2273 887 4636 1033 1802 1587 1145 1352 2265 1117 151 2056 1155 1003 1209 810 internal_count=26754 18055 8262 8699 4599 9793 3948 4314 1920 4100 2326 6674 3211 2028 2273 887 4636 1033 1802 1587 1145 1352 2265 1117 151 2056 1155 1003 1209 810 is_linear=0 shrinkage=0.0666667 Tree=2 num_leaves=31 num_cat=0 split_feature=62 67 70 64 64 67 70 64 70 69 67 60 60 69 69 70 69 70 64 70 69 56 54 58 61 28 56 69 64 56 split_gain=425886 80949.1 83866.5 52685.9 48013.4 32951.6 22170.6 21571.3 19354.7 15551.9 13130.4 12128.8 11538.8 11079 10444.3 11080 6521.42 6189.22 6005.06 5987.13 10751.1 5610.83 5421.1 6062.76 5195.83 5047.44 4865.76 4738.81 7716.71 4667.51 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 2 4 5 11 8 7 9 -1 -3 14 16 21 -6 15 -5 -2 -7 -14 -12 25 -4 23 -13 -11 -21 -9 28 -23 -16 right_child=1 6 12 10 13 17 -8 26 -10 24 19 22 18 -15 29 -17 -18 -19 -20 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.15262483630462417 1.6964772936267807 0.69829780474535585 0.70163218896256563 -0.18194153214557263 0.72489517307134133 -0.50170284366001516 -0.13764389766671023 0.1834001661017462 -0.40089071839594681 0.019952948641609652 -0.93283998300033011 1.5632926323112084 0.22150729128810151 0.23889186568731399 -0.44056279897689826 -0.75466472613217517 1.1695912611943522 -0.83668495404294085 -0.087768128504962059 -1.3152204092643034 -2.8706487722340088 0.83678648277343093 0.76231840669462925 0.85538640109860165 0.3274491408516369 -0.28197971301258734 -0.083166109389137655 0.047241218136962852 0.21160942877964542 -1.1437257939599723 leaf_weight=1344 479 970 450 553 910 1475 3119 989 1192 819 1211 239 1234 968 115 868 461 881 1278 438 42 308 646 245 1670 53 2226 494 550 527 leaf_count=1344 479 970 450 553 910 1475 3119 989 1192 819 1211 239 1234 968 115 868 461 881 1278 438 42 308 646 245 1670 53 2226 494 550 527 internal_value=0 0.276942 0.507469 -0.5748 0.840514 -0.357699 0.0824542 0.185314 -0.107545 0.358638 -0.853774 1.17268 0.20268 0.474389 -0.68302 -0.531782 1.43808 -0.626966 0.064161 -1.05576 -1.33504 0.395775 0.951906 1.20495 0.226268 -1.20369 -0.00116485 0.293974 0.436032 -1.01777 internal_weight=0 18055 8262 8699 3948 4892 9793 6674 2536 3459 3807 2070 4314 1878 2063 1421 940 2356 2512 1744 533 1802 1130 484 2489 491 3215 1352 858 642 internal_count=26754 18055 8262 8699 3948 4892 9793 6674 2536 3459 3807 2070 4314 1878 2063 1421 940 2356 2512 1744 533 1802 1130 484 2489 491 3215 1352 858 642 is_linear=0 shrinkage=0.1 Tree=3 num_leaves=31 num_cat=0 split_feature=66 67 70 70 67 70 64 64 64 54 60 60 56 64 58 60 70 71 11 68 70 56 56 56 64 68 68 68 3 54 split_gain=311740 81019 61372.3 44852.8 42138.3 27777.5 23806.9 18609.4 15049.4 12073.5 11669 11568.6 8470.83 8241.14 8174.45 7867.69 7643.71 7593.87 9559.97 7206.96 6958.69 6715.33 6551.82 6340.1 8374.56 8220.41 6197.87 5875.9 5868.8 7988.05 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 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 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 9 5 7 11 19 16 13 -4 17 -8 26 -11 -7 -6 27 -19 -2 28 -16 -13 -5 -25 -26 -3 -1 -10 -30 right_child=4 3 10 23 8 15 12 -9 20 14 -12 22 -14 -15 21 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=1.6020693285390735 0.29665986372420855 0.72885614880677263 0.32028648425111222 -0.033183022398867786 -0.4257182927986739 -0.27605768035463452 0.63625021420936267 -0.32534743422351348 -0.76820374020253568 0.2223608289752502 0.044049619483219234 0.83313631212947237 0.24701501713794033 0.14110477144099973 0.15293465756596661 -0.61351803996174159 -0.80834684148184444 0.71942903081590459 1.7055681923573665 -0.17108547983170172 -1.429822214107529 -0.10500382275905326 0.45416190588128103 -0.15217145283220923 -0.35674345679548036 -1.0174182045943383 0.32631958759734353 0.88241147300562783 -0.36415980762650824 -1.7896287422422525 leaf_weight=200 784 402 1769 1109 1292 719 574 1086 1043 1703 2657 549 1200 1036 1133 1442 504 602 77 323 154 1838 749 1677 937 152 783 130 39 91 leaf_count=200 784 402 1769 1109 1292 719 574 1086 1043 1703 2657 549 1200 1036 1133 1442 504 602 77 323 154 1838 749 1677 937 152 783 130 39 91 internal_value=0 0.17716 0.369386 0.0253244 -0.456748 -0.289202 0.602484 -0.0802584 -0.690337 0.152814 0.154457 0.778982 0.372957 0.312784 0.076799 -0.501239 -0.533093 0.990637 0.831259 0.160181 -0.903156 -0.00663819 0.614452 -0.201525 -0.269019 -0.448959 0.462876 1.31857 -0.834011 -1.36199 internal_weight=0 19277 8507 10770 7477 4354 4081 2193 3123 6895 4426 2307 1774 2221 4674 2161 1796 1009 679 1107 1327 2971 1298 3875 2766 1089 1185 330 1173 130 internal_count=26754 19277 8507 10770 7477 4354 4081 2193 3123 6895 4426 2307 1774 2221 4674 2161 1796 1009 679 1107 1327 2971 1298 3875 2766 1089 1185 330 1173 130 is_linear=0 shrinkage=0.0833333 Tree=4 num_leaves=31 num_cat=0 split_feature=62 67 70 64 64 67 70 64 70 56 64 54 58 56 54 31 47 14 61 14 54 1 63 33 54 63 70 53 67 68 split_gain=343186 55156.3 57114 37549 31999.9 22079.1 14458.9 15099.1 11164.8 8910.56 7837.7 6438.43 6447.54 6250.37 5566.05 5043.81 11389.1 4783.52 5121.38 4590.06 4502.73 5706.57 4897.25 5495.81 4475.23 6444.65 6367.72 5471.02 4424.69 4957.33 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 1.5000000000000002 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=3 2 4 5 11 8 7 14 -1 19 13 12 -2 17 -3 24 -17 -4 -19 28 -7 -22 -23 -24 25 -11 27 -26 29 -5 right_child=1 6 10 9 -6 20 -8 -9 -10 15 -12 -13 -14 -15 -16 16 -18 18 -20 -21 21 22 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.030962459193376292 0.67373076686055655 0.21992789222403053 0.29087975161855717 -0.058668803072561476 0.18437082699055135 -0.13192139705405306 -0.039858369565596435 0.0067172281344036406 -0.15588206918403161 -0.077956594275906427 0.023894540010571015 0.37367223745822498 0.42397562299898445 0.090240982667352657 0.10048485211889002 -0.43091386412238247 -1.1982917638138086 -0.69501145607895309 0.13966755382169968 0.068445452475225932 -0.24920148172311277 -0.10247629546034828 -0.49203619732520787 -1.1804867966184891 -0.15944291603065536 -0.36524306207216928 -0.46844476084737724 -0.37396227489277234 -0.37803826163495141 -0.41056965879190743 leaf_weight=1344 364 1159 635 303 1878 531 3119 3215 1192 264 2176 1241 465 1430 2300 290 44 20 53 107 1596 51 151 27 334 371 909 791 287 107 leaf_count=1344 364 1159 635 303 1878 531 3119 3215 1192 264 2176 1241 465 1430 2300 290 44 20 53 107 1596 51 151 27 334 371 909 791 287 107 internal_value=0 0.11049 0.195063 -0.229325 0.317214 -0.147868 0.0391391 0.0760575 -0.0568604 -0.333998 0.0832754 0.437736 0.533639 0.143712 0.140506 -0.369181 -0.532006 0.25171 -0.0890116 -0.202588 -0.245829 -0.278971 -0.486449 -0.596464 -0.348805 -0.245804 -0.380961 -0.310274 -0.244196 -0.150506 internal_weight=0 18055 8262 8699 3948 4892 9793 6674 2536 3807 4314 2070 829 2138 3459 3003 334 708 73 804 2356 1825 229 178 2669 635 2034 1125 697 410 internal_count=26754 18055 8262 8699 3948 4892 9793 6674 2536 3807 4314 2070 829 2138 3459 3003 334 708 73 804 2356 1825 229 178 2669 635 2034 1125 697 410 is_linear=0 shrinkage=0.0444444 Tree=5 num_leaves=31 num_cat=0 split_feature=62 66 66 67 70 67 70 57 67 67 69 60 70 69 70 57 70 56 4 58 57 10 57 20 56 57 57 58 35 23 split_gain=277981 139421 105259 57928.2 43059.6 25442.9 19336.4 16600.9 15237.3 12996.4 12211.3 12131.5 11261.6 11088.8 10491.4 8116.04 7903.4 7727 7696.34 7664.81 5783.98 6305.29 5616.13 5410.74 5141.95 5130.37 4541.56 4516.92 4498.16 4686.07 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 3 8 4 7 20 15 24 16 12 22 -9 13 26 -10 -5 17 -1 -12 -13 21 -4 -6 -16 -2 -11 -3 -26 29 -22 right_child=1 9 5 6 10 -7 -8 11 14 25 18 19 -14 -15 23 -17 -18 -19 -20 -21 28 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=0.26861563292843121 1.0329071597081518 0.50788141412597121 -0.18686481154818307 0.34514730545443217 0.53661768609308969 -0.93008073696280391 0.00085529082960283313 0.68740999175925799 -0.16811234680719755 -0.13174011766127205 0.035269906555585491 0.51683685867309781 -0.19634698712218082 -0.089781845684614642 -0.37009525479427041 0.16324104262648537 -0.16418660386988637 -0.050075338495867913 0.56895221817272668 0.096674317655051148 -0.49179975923282232 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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 decision_type=2 2 2 2 2 2 2 2 2 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 10 9 6 14 8 15 -3 11 28 19 18 -1 16 -4 -10 -6 -13 26 23 -23 25 -25 -22 -5 -28 29 -2 right_child=3 4 7 20 13 -7 -8 -9 17 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.40615841090032101 0.25902545830709189 0.022729003839328903 0.62511739423942014 -0.030809908260267173 0.14952857893515425 0.0801409242068883 0.11838439096146824 0.0025474757423594578 0.042937698555420116 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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=2 4 9 5 22 7 24 25 -4 10 -1 12 27 14 15 -13 -10 18 -18 -14 -5 -8 23 -2 -6 26 -3 28 29 -11 right_child=1 3 8 20 6 -7 21 -9 16 11 -12 13 19 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.023891583911495293 0.74584271061691376 0.98146264044929754 -0.20687072521732311 -0.068007926389546988 0.37670882685739177 -0.001267665146206336 0.19340622829827103 0.083383711600083704 -0.53676669353373307 -0.014673461137108979 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11876 6179 8604 4363 3546 2564 6135 3470 2665 2307 358 323 277 1004 114 91 318 3272 1986 1816 1109 2377 1141 271 1989 1271 355 internal_count=26754 18055 8699 11876 6179 8604 4363 3546 2564 6135 3470 2665 2307 358 323 277 1004 114 91 318 3272 1986 1816 1109 2377 1141 271 1989 1271 355 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=31 num_cat=0 split_feature=62 70 67 67 64 60 64 69 59 56 50 70 20 32 59 63 56 26 47 55 37 60 58 7 47 58 53 46 72 59 split_gain=34453.2 14822.3 13923.9 7838.39 7276.49 5283.36 5172.77 7786.4 4885.94 5175.94 4993.82 4346.25 4259.05 4701.57 4149.59 4569.77 4157.53 4135.31 3987.16 3714.4 3472.89 3247.74 3335.69 3237.76 3166.86 3163.35 4204.89 6174.17 3323.46 3082.05 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 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 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 5 8 -1 7 24 17 10 -10 -5 13 -13 15 -3 -16 19 -15 -2 -6 22 -11 -24 29 -18 27 -27 -29 -4 right_child=1 14 6 11 20 -7 -8 -9 9 21 -12 12 -14 18 16 -17 25 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=0.018862031579754242 0.23391013060992405 0.027022923171818848 0.13987773267712111 -0.047329959197384475 0.02611235994993873 -0.037700554774966727 -0.0062031205890926179 0.014429496013805982 0.16050815369841109 0.16428739941756057 -0.074972479534335432 -0.068014656272826698 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601 is_linear=0 shrinkage=0.0166667 Tree=36 num_leaves=31 num_cat=0 split_feature=66 62 67 62 70 70 67 68 40 70 12 9 27 70 20 9 45 53 69 53 68 31 38 15 20 32 71 48 15 69 split_gain=18227.4 10733.1 7048.68 6693.35 5548.16 3773.48 3406.96 3139.87 5288.91 3726.06 3798.3 3632.62 3071.99 2936.37 4467.32 3645.16 3617.26 3162.21 3016.27 3171.53 3015.31 5396.96 2954.43 2909.25 4991.24 2893.75 3886.27 3964.81 2850.47 2843.75 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 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num_leaves=31 num_cat=0 split_feature=66 62 59 68 62 55 10 60 52 61 7 61 69 68 48 0 55 45 71 0 37 44 2 70 18 60 24 10 73 5 split_gain=14764.2 8693.8 6721.7 10701.1 5421.61 4830.67 4901.83 3914.16 3497.85 3495.84 3326.71 3422.74 4934.27 4566.68 3833.66 4400.88 3319.61 3693.97 3311.21 3254.17 3369 3283.37 3201.57 3077.88 3147.67 3018.69 3769.15 3053.08 2994.89 2978.52 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 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3692.75 3586.98 3821.04 4395.25 3274.49 3249.84 3106.08 3768.97 3867.55 3090.19 3786.08 4115.78 6372.49 3188.21 3085.76 3080.68 3469.14 2927.97 3889.43 3947.49 2802.6 3032.53 3927.01 2669.98 9114.52 2861.36 3840.04 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 23 12 5 6 -2 -6 -7 20 11 -11 13 16 -15 -16 -3 -18 19 -12 -5 -22 -23 -1 -25 -26 28 -28 29 -4 right_child=1 3 26 9 7 8 -8 -9 -10 10 18 -13 -14 14 15 -17 17 -19 -20 -21 21 22 -24 24 25 -27 27 -29 -30 -31 leaf_value=0.014504654580252428 0.21089198629220907 0.16057583566452824 -0.11821364751193802 -0.024386286936528577 0.0031606721858203901 0.025312819828589756 0.053722716323050847 0.18501457298174501 0.21840259264267625 -0.022355994231371336 -0.12379003908485174 -0.42617851684198665 -0.0030854492905941049 -0.019587473112085127 0.11716637542402303 0.9748320668935776 -0.21734919733609315 0.37167013872947013 -0.95081985592842111 -0.86003279000520705 0.25941672848546926 -0.74477141698201499 0.063122734096315178 -0.040202846830423689 -0.12946433786926353 -0.62190032382400673 -0.11577555919066072 -0.78037394637862845 0.037798889251268009 0.04689098062493452 leaf_weight=2550 1191 1097 2497 4690 2135 1611 710 280 252 463 80 68 3584 1257 162 25 108 28 20 20 199 21 54 2060 233 49 368 60 472 410 leaf_count=2550 1191 1097 2497 4690 2135 1611 710 280 252 463 80 68 3584 1257 162 25 108 28 20 20 199 21 54 2060 233 49 368 60 472 410 internal_value=0 0.025146 -0.0521911 0.000869505 0.0718051 0.10232 0.152191 0.0242452 0.0514312 -0.0285718 -0.131261 -0.0740696 0.0272731 0.0679175 0.0129711 0.231828 0.132267 -0.0960805 -0.384335 -0.271039 -0.0151046 0.143768 -0.163088 -0.021764 -0.0612537 -0.215029 -0.09129 -0.208944 -0.0763874 -0.0949275 internal_weight=0 18055 8699 11876 6179 3764 1901 2415 1863 5615 651 531 6261 2677 1444 187 1233 136 120 100 4964 274 75 4892 2342 282 3807 428 3379 2907 internal_count=26754 18055 8699 11876 6179 3764 1901 2415 1863 5615 651 531 6261 2677 1444 187 1233 136 120 100 4964 274 75 4892 2342 282 3807 428 3379 2907 is_linear=0 shrinkage=0.05 end of trees feature_importances: black=80 brown=78 red=71 yellow=62 BON5=61 BON2=59 BON8=55 BON4=47 grey=46 BON6=44 BON3=40 BON10=36 green=32 BON7=28 x3_SCORE5=24 x1_SCORE6=19 no_players=19 BON1=18 x4_SCORE2=17 BON9=17 x1_SCORE1=13 x1_SCORE3=12 x4_SCORE3=12 x1_SCORE7=11 x2_SCORE3=11 x5_SCORE4=11 x1_SCORE2=10 x3_SCORE2=10 x3_SCORE9=10 x4_SCORE8=10 x5_SCORE8=10 x0_map3=10 x2_SCORE6=9 x3_SCORE6=9 x0_map1=9 x0_SCORE4=8 x0_SCORE8=8 x2_SCORE1=8 x5_SCORE5=8 x0_SCORE5=7 x2_SCORE4=7 x2_SCORE8=7 x3_SCORE3=7 x4_SCORE5=7 x4_SCORE6=7 x4_SCORE7=7 x5_SCORE6=7 x5_SCORE7=7 x0_map2=7 x2_SCORE7=6 x3_SCORE1=6 x5_SCORE3=6 x0_SCORE1=5 x0_SCORE2=5 x0_SCORE3=5 x0_SCORE6=5 x1_SCORE4=5 x3_SCORE7=5 x5_SCORE9=5 x2_SCORE5=4 x2_SCORE9=4 x4_SCORE9=4 x5_SCORE2=4 x2_SCORE2=3 x3_SCORE4=3 x3_SCORE8=3 x0_SCORE7=2 x1_SCORE5=2 x1_SCORE8=2 x1_SCORE9=2 x0_SCORE9=1 x4_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:[]