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=2845 2934 2957 2934 2918 2932 2904 2990 2926 2925 2918 2961 2920 2936 2948 2949 2954 2937 2909 2907 2945 2912 2911 2891 2952 2904 2895 2928 2917 2912 2899 2911 2900 2901 2957 2962 2907 2893 2924 2931 Tree=0 num_leaves=31 num_cat=0 split_feature=68 60 57 57 64 64 64 54 57 64 69 54 60 55 59 2 57 59 69 30 59 59 10 54 59 46 59 54 61 69 split_gain=364513 108311 60153.5 47889.5 35465.1 24301.6 22741.4 17536.8 15628.5 14288.8 15941.8 10919.7 10055.2 9735.2 9293.17 8862.04 8755.51 8294.08 7540.34 8779.03 7123.26 7068.91 7028.45 6811.07 6214.52 5796.53 5532.61 5507.88 5507.22 5472.12 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 6 5 8 -1 11 14 -2 10 15 26 -10 -9 22 17 -6 -4 -13 -20 -8 -18 -5 -7 28 -26 29 -14 -15 -3 right_child=4 2 9 7 16 23 20 13 12 -11 -12 18 27 24 -16 -17 21 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=101.80194396984261 100.16659566716574 102.39050511351425 100.95898336247099 101.758983366091 99.703427791703831 101.68398336574546 100.85672432293998 100.95472291282708 99.997048181397261 100.21913078479113 100.3010986390364 101.1329899838021 99.831380614468173 101.23115317754866 100.96867829640831 101.46190544690748 99.558983354866072 100.42508127964715 100.79244489751959 99.785983337563692 100.47770143311419 98.969945906815752 100.1473166718507 100.91411436087489 100.3730191190844 100.96749399883092 101.18982277471662 99.487847335085007 100.63924650918005 101.25193209118962 leaf_weight=863 1202 92 512 276 360 138 664 933 1018 5494 1969 604 730 212 967 154 280 674 650 100 1958 748 30 687 1286 188 411 1294 608 78 leaf_count=863 1202 92 512 276 360 138 664 933 1018 5494 1969 604 730 212 967 154 280 674 650 100 1958 748 30 687 1286 188 411 1294 608 78 internal_value=100.427 100.631 100.471 100.977 99.7178 101.431 100.766 100.806 99.8613 100.318 100.482 101.026 99.7407 100.682 101.121 100.748 99.279 100.656 100.87 100.658 100.574 99.1304 101.601 101.043 100.572 100.449 101.388 99.6118 100.792 101.868 internal_weight=0 19548 13360 6188 5632 1688 4557 4500 4244 8803 3309 1935 3042 3227 1273 1340 1388 1186 1354 750 2622 1028 306 825 2294 1474 581 2024 820 170 internal_count=25180 19548 13360 6188 5632 1688 4557 4500 4244 8803 3309 1935 3042 3227 1273 1340 1388 1186 1354 750 2622 1028 306 825 2294 1474 581 2024 820 170 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=68 60 56 56 54 60 55 54 67 55 70 53 21 54 70 63 30 67 3 19 61 67 53 21 32 8 13 15 52 44 split_gain=295255 87732 60217.6 18777.6 15435.9 13590.8 13294.6 12561.7 10699 9025.54 8515.71 8335.61 8063.43 6796.73 10666.5 6794.45 7121.25 6682.8 6505.79 6441.28 6214.15 5883.37 8644.59 6014.53 6048.9 5704.99 5478.98 5399.53 5218.1 5204.9 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 3 9 11 10 -2 -6 25 13 29 21 -1 -12 14 26 17 -17 19 -15 -8 -13 22 -4 24 -24 -5 -7 -18 -19 -3 right_child=5 2 4 7 6 8 15 -9 -10 -11 12 20 -14 18 -16 16 27 28 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.84028617352753443 -0.26442164034016358 0.42742014812141105 0.59842752911678443 0.47762004247418155 -0.0076514362641197037 -0.24789924308937175 -0.21812016713293236 0.19693917950725931 -0.40610484929425983 0.17263992040877865 -0.14731897976252756 0.75436380652537749 0.3925277008526567 -0.67150640804559114 -0.75276471287512969 -0.24898905962506723 -0.51222369689114233 0.038156316695176676 -1.216493567924616 -0.97620261164293409 0.37718699286355262 0.046298998366693975 0.28256209252288988 -0.64756309607672313 -0.52134438761582613 -0.10717088054504072 0.69599325015980695 -1.4462331903787951 -0.57143352850159612 -0.13295871844271567 leaf_weight=314 1650 1091 254 1206 2224 231 451 3395 2462 3139 1129 244 138 911 238 1898 196 911 109 56 950 1244 362 42 47 79 31 32 67 79 leaf_count=314 1650 1091 254 1206 2224 231 451 3395 2462 3139 1129 244 138 911 238 1898 196 911 109 56 950 1244 362 42 47 79 31 32 67 79 internal_value=0 0.122535 0.0264161 0.330057 -0.0712418 -0.425304 -0.135876 0.264135 -0.491968 0.231545 0.0460289 0.534643 -0.0885196 -0.631044 -0.429694 -0.21485 -0.291278 -0.105431 -0.729745 -0.301853 0.454265 0.133496 0.287358 0.112166 0.190182 0.441668 -0.136217 -0.643313 -0.00360495 0.389583 internal_weight=0 19548 13360 6188 9051 5632 5835 4680 3982 4309 3216 1508 1267 1520 500 3611 2126 1485 1020 507 1194 1949 705 451 409 1285 262 228 978 1170 internal_count=25180 19548 13360 6188 9051 5632 5835 4680 3982 4309 3216 1508 1267 1520 500 3611 2126 1485 1020 507 1194 1949 705 451 409 1285 262 228 978 1170 is_linear=0 shrinkage=0.0666667 Tree=2 num_leaves=31 num_cat=0 split_feature=60 56 59 54 59 54 70 53 59 64 56 53 53 61 54 62 34 54 67 67 30 53 62 67 14 61 61 64 13 67 split_gain=87089 55205.1 24292.5 21877.4 15108 14529.2 12711.2 14637.1 9200.12 8285.47 9029.33 8148.21 8079.31 7729.45 7503.92 6799.25 6643.42 6564.11 6492.9 6395.56 6166.06 6002.87 5809.82 5779.87 5526.77 5345.34 5286.27 5152.5 5485.21 5410.91 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 8 5 12 11 16 17 23 14 10 -6 -5 -1 -14 -2 25 -3 27 -9 24 -17 22 -12 -8 -19 -10 -13 29 -29 -4 right_child=1 2 6 4 9 -7 7 18 15 -11 21 26 13 -15 -16 20 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.98284750430877177 0.78574225752347926 0.30217629927295692 0.46593592556235486 0.84970585837838442 0.53959342208810346 -0.17535769847221072 -0.46433620721318314 -0.85518953330757563 0.50386816329199424 -0.058311359325008576 0.75098652142792122 0.68949674688228946 0.89560570123048877 0.35477105659665542 0.23506257776278638 -0.0057592671094769746 -0.44948930139617843 -0.71435251650931753 -0.5020852575012541 -0.24571958022819784 -0.56305953442110679 -0.065905336915641224 0.045966017716342497 -0.018230850642737904 0.12234861537977891 0.10283168112029184 0.20768287907216221 -0.335694546402038 0.4126980676038845 -0.089111370188355216 leaf_weight=373 311 1148 266 367 624 3102 529 943 438 2162 218 294 333 1280 1211 1878 131 596 1163 1831 222 925 252 644 91 1378 1010 832 111 517 leaf_count=373 311 1148 266 367 624 3102 529 943 438 2162 218 294 333 1280 1211 1878 131 596 1163 1831 222 925 252 644 91 1378 1010 832 111 517 internal_value=0 -0.125028 -0.245618 0.276631 0.179304 -0.0584214 -0.354632 -0.502514 0.13895 0.0777262 0.223399 0.433461 0.563417 0.466425 0.347586 0.0578604 0.225188 -0.240375 -0.660194 -0.343341 -0.0646739 0.0819613 0.372976 -0.219416 -0.603523 0.199557 0.316313 -0.0901622 -0.247602 0.0994488 internal_weight=0 17342 11904 7838 5852 4381 7523 3279 5438 4181 2019 1671 1986 1613 1522 3916 1279 4244 2106 2518 2100 1395 470 1173 687 1816 1304 1726 943 783 internal_count=25180 17342 11904 7838 5852 4381 7523 3279 5438 4181 2019 1671 1986 1613 1522 3916 1279 4244 2106 2518 2100 1395 470 1173 687 1816 1304 1726 943 783 is_linear=0 shrinkage=0.1 Tree=3 num_leaves=31 num_cat=0 split_feature=65 68 68 64 64 64 60 70 67 70 67 67 70 67 70 30 70 70 44 13 67 60 52 56 60 67 3 67 56 16 split_gain=551804 203772 141511 63612.4 38371.4 33391.5 21186.2 20159.3 17953 15916.9 14073.9 13207.1 12600.1 10814.7 10780 10627.3 10399 9902.66 9038.64 8719.44 8277.69 7838.87 7278.54 6381.68 5785.9 5616.29 6206.07 5506.71 5444.35 5288.6 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 6 25 13 11 21 -1 28 -5 -10 17 19 -16 -7 -2 27 -8 -21 -6 -14 -23 -4 26 -3 29 -11 -18 right_child=2 5 24 7 8 16 14 -9 12 10 -12 -13 22 -15 15 -17 18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.93889149658602533 0.57824025514262667 0.23309383791720986 -0.90966606630287672 0.76661524480579168 -0.15986950843135617 -0.4032417452872965 -0.059844006835411273 0.20330754457134723 -0.60054299506127318 1.1443296066025994 0.36791229286128574 0.40735856953064892 -1.1073111267278963 -0.14403728871461111 -0.36759853531987352 -1.1516735521655015 -0.44960633651180959 -0.029988316799732833 -2.6413578074129802 0.036214799172692491 -1.0621551459282637 -0.20575124218760288 -2.6488539522720709 -0.54213787104803834 -1.2416565840161686 -0.10239441891155553 -0.61191519939651096 -1.3380704988084293 0.6826005534782259 -1.8183338717190602 leaf_weight=2246 476 706 521 942 1009 718 1482 2861 1730 289 869 2893 187 541 970 137 180 305 21 77 125 547 24 1379 1214 2077 66 107 459 22 leaf_count=2246 476 706 521 942 1009 718 1482 2861 1730 289 869 2893 187 541 970 137 180 305 21 77 125 547 24 1379 1214 2077 66 107 459 22 internal_value=0 0.335999 -0.452928 0.526072 -0.319934 -0.179009 -0.13247 0.370714 -0.478064 0.795364 0.596005 0.495604 -0.674693 0.142339 -0.262637 -0.464634 -0.581204 0.340712 -0.968408 -0.129851 -0.64347 -0.348028 -1.28265 -0.446601 -1.14196 -0.0310619 0.160852 -0.854712 0.860996 -0.598676 internal_weight=0 14456 10724 10559 8989 3897 4113 6696 4876 3863 1617 3835 1941 1322 2791 1107 1048 781 330 1684 202 2935 211 1926 1735 2849 772 309 748 202 internal_count=25180 14456 10724 10559 8989 3897 4113 6696 4876 3863 1617 3835 1941 1322 2791 1107 1048 781 330 1684 202 2935 211 1926 1735 2849 772 309 748 202 is_linear=0 shrinkage=0.0833333 Tree=4 num_leaves=31 num_cat=0 split_feature=68 64 70 64 67 56 63 56 56 70 44 67 30 55 47 63 9 47 18 63 73 72 63 0 16 63 15 11 61 73 split_gain=191449 50841 23702.1 22865 18644.9 13020.2 9899.58 9848.66 8766.61 8073.67 8797.06 6026.97 5441.35 5306.48 4891.56 4764.43 4575.36 4571.72 4445.47 8632.85 5120.81 4188.65 4149.35 4866.59 5131.83 4040.53 4965.59 3983.5 3905.05 5378.53 threshold=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 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 4 -2 8 -3 -7 11 -1 14 22 -4 15 16 -5 28 17 21 -15 -20 27 -6 -11 24 -24 26 -10 -21 -9 -30 right_child=3 5 7 9 13 6 -8 12 25 10 -12 -13 -14 18 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.42031513210742527 -0.17710292436149727 0.083292726748007098 0.27206723854115167 -0.35402343375009609 0.27774315785585091 0.035653613573810194 -0.062471273824202714 -0.039453464028146867 0.46688694998119989 -0.17764198947384302 -1.3429725444469693 0.040281663204493799 -0.18619151880291607 0.060929567472731677 -0.056454957214991254 -0.23686396656574882 0.4793972456951936 -0.089647694549754145 0.83540630956644846 0.15187922045444935 -0.48103713390331909 -0.031623543941987499 -0.43202367533163544 -0.99873305704783299 -1.1007493881649442 0.20086028721063615 -0.20622037295941956 0.81438585082689929 0.1326596442613617 -0.13931106577117439 leaf_weight=865 4244 3154 557 859 538 3422 4996 638 221 66 26 368 254 1501 125 122 120 104 43 173 23 103 243 44 25 1070 24 20 1066 166 leaf_count=865 4244 3154 557 859 538 3422 4996 638 221 66 26 368 254 1501 125 122 120 104 43 173 23 103 243 44 25 1070 24 20 1066 166 internal_value=0 0.0657803 0.152115 -0.228316 0.214355 0.00627423 -0.0225825 0.057803 0.310425 -0.384906 -0.552194 0.179854 0.00753704 0.134571 -0.316223 0.0322394 0.224709 0.183685 0.0902709 0.260314 0.145829 0.228032 -0.497802 -0.565528 -0.494405 0.238139 0.40095 0.220533 0.0497958 0.0960142 internal_weight=0 19548 7976 5632 4805 11572 8418 3171 2180 1388 404 925 2246 2625 984 1992 865 745 1760 259 216 641 378 312 268 1315 245 193 1870 1232 internal_count=25180 19548 7976 5632 4805 11572 8418 3171 2180 1388 404 925 2246 2625 984 1992 865 745 1760 259 216 641 378 312 268 1315 245 193 1870 1232 is_linear=0 shrinkage=0.0444444 Tree=5 num_leaves=31 num_cat=0 split_feature=65 57 57 60 60 70 67 60 59 56 69 67 28 56 39 60 56 67 59 56 70 69 6 62 39 55 29 55 50 51 split_gain=456319 66379.1 34788.3 29223 20151.4 14364.8 14403.7 11155.8 10967.9 9210.4 8940.98 8112.01 8865.35 7991.89 6474.51 6460.73 6738.83 6329.92 5500.76 7142.45 5488.61 5375.87 4954.79 5709.55 4897.49 4805.81 5557.13 4756.92 4746.04 4682.05 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 4 7 17 11 6 10 -2 22 -6 -3 12 20 24 -13 21 -17 -4 -5 -20 -1 -7 -9 -24 -12 -23 -27 -8 -10 -18 right_child=2 5 3 18 9 15 27 8 28 -11 13 14 -14 -15 -16 16 29 -19 19 -21 -22 25 23 -25 -26 26 -28 -29 -30 -31 leaf_value=1.0880058888305242 0.075004228138258688 0.54782823467879649 -0.14667066228968978 -0.40818141419188009 0.54489917039437064 0.25785154499998902 0.25040143294138273 0.10097864680458153 -0.33855077055789917 0.29879937968313242 0.60569306904958053 0.5934440522058444 0.10138182652690425 0.069913505874990567 -0.0519764003622884 0.14600787942915708 -0.11021064630376987 -0.36887053033196959 -0.42231460798517895 -0.62951659068703791 0.65156990828247852 0.45865042209625245 0.48684070110321043 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75 303 364 295 3975 1832 1998 is_linear=0 shrinkage=0.0666667 Tree=6 num_leaves=31 num_cat=0 split_feature=65 57 57 67 70 67 67 70 64 70 56 54 27 64 70 62 67 54 72 27 54 61 72 56 54 49 42 55 45 53 split_gain=369618 53767.1 28178.6 17001 11635.5 11667 10390.8 7408.49 6680.32 6422.64 5820.17 7953.81 7819.32 6651.7 5238.23 5198.61 4981.63 4755.76 7010.63 5806.68 4708.93 4671.2 4626.92 5053.23 6701.95 8356.08 5187.24 9397.23 5753.78 4719.79 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 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59 53 70 35 70 69 53 62 0 67 29 61 27 64 55 17 56 12 67 70 0 48 53 27 73 69 70 split_gain=15806.3 10163.7 8412.07 6464.64 5644.96 7294.45 5004.06 5311.68 5487.38 5524.68 7319.6 5307.52 5081.88 3996.43 3948.06 3272.88 3265.55 5297.8 6345.72 8577.31 3412.75 3736.23 4036.55 8504.83 4988.34 3997.78 3560 3234.69 3107.44 4625.09 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 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4347.69 4174.28 3874.7 3400.03 5436.16 3088.69 4728.17 3001.64 4676.97 3715.57 2991.71 3441.03 4525.13 3550.71 2970.1 2923.41 2956.9 3795.33 4969.56 4619.86 2862.06 2797.72 2634.56 2726.48 3055.13 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 1.5000000000000002 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 3 4 6 15 10 -1 12 -7 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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 decision_type=2 2 2 2 2 2 2 2 2 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 22 6 12 20 -7 10 19 -11 21 26 -15 16 27 -14 -19 -10 -8 -2 23 -1 25 -24 -3 28 29 -16 right_child=2 13 -4 -5 -6 8 7 -9 9 11 -12 -13 17 14 15 -17 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.64184356284132349 0.028783874316335487 -0.011418390215364579 -0.3126788321334697 0.052446349062532593 0.11647984451489456 -0.12024004317546777 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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=1 3 4 6 7 -3 9 8 10 -1 13 -8 23 27 22 20 17 18 19 -17 -16 -22 -5 24 -12 -26 -21 -2 29 -10 right_child=2 5 -4 14 -6 -7 11 -9 28 -11 12 -13 -14 -15 15 16 -18 -19 -20 26 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.12208981472105247 0.016062879757299125 0.0032615790195732381 -0.082893008322525774 0.027494613224048569 -0.03727424637607045 -0.05618611079903732 0.029579492557655331 -0.026898480599162982 0.073897038485053218 0.060311977833399401 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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 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 -2 10 8 18 -6 -3 -7 15 -11 -8 14 -14 16 20 -9 -5 -20 -1 -22 -18 -19 -25 -24 27 -4 29 -29 right_child=3 2 26 6 7 9 12 17 -10 11 -12 -13 13 -15 -16 -17 22 23 19 -21 21 -23 25 24 -26 -27 -28 28 -30 -31 leaf_value=0.061985261459443698 -0.012186238325407273 0.081487200535419912 -0.0093210192252477717 -0.016705836300306059 0.052714762768043967 -0.0033980217369950268 -0.05906906566182947 0.041753198593692489 0.024445484783031563 0.091271031426869098 0.14225687984003854 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internal_weight=0 19548 13303 5632 6245 5481 4070 4557 1846 3635 1688 589 2800 376 319 1525 1344 3346 1270 181 1167 75 177 2375 266 146 7822 6543 697 600 internal_count=25180 19548 13303 5632 6245 5481 4070 4557 1846 3635 1688 589 2800 376 319 1525 1344 3346 1270 181 1167 75 177 2375 266 146 7822 6543 697 600 is_linear=0 shrinkage=0.0166667 Tree=36 num_leaves=31 num_cat=0 split_feature=65 68 68 67 70 69 69 70 43 69 57 27 13 67 40 73 63 73 49 2 52 48 50 44 72 62 38 53 56 43 split_gain=32816.5 10324.3 9162.98 5381.09 5054.56 6573.48 4676.98 3687.25 3883.82 3477.68 3430.27 4168.44 3260.42 4236.83 3439.13 3738.9 3280.14 3220.32 3230.64 5120.96 3439.98 3112.32 2807 3851.27 2772.5 3111.77 4844.59 3862.44 3740.49 3006.62 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 3 6 5 -1 22 8 21 24 11 12 14 -14 15 16 -3 18 19 20 -10 -5 -2 -24 25 26 27 -9 -27 -30 right_child=2 10 -4 7 -6 -7 -8 9 17 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 28 -28 -29 29 -31 leaf_value=0.34399218337281279 0.026554340472785279 0.55449056156680121 -0.342945269893973 -0.12865988090493327 0.069041357839551495 0.12893847617990289 -0.12800754125027555 -0.0020095658043156497 -0.1686034218939868 -1.0174730234146119 -0.10043835178004193 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3973 3159 814 3897 1122 954 104 850 725 615 425 378 331 295 2734 2716 352 739 630 266 227 364 263 internal_count=25180 14456 10724 8989 10559 6081 5016 3973 3159 814 3897 1122 954 104 850 725 615 425 378 331 295 2734 2716 352 739 630 266 227 364 263 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=31 num_cat=0 split_feature=65 68 68 63 55 4 10 71 60 59 5 69 70 39 20 60 50 63 10 4 62 62 18 63 3 70 62 59 70 52 split_gain=26581.4 8362.67 7422.01 4110.74 5092.41 3385.78 4166.45 4326.59 3307.63 3572.43 3164.03 4170.67 3617.22 3471.32 3337.06 3298.96 3019.94 2853.41 2869.83 3501.03 2791.35 2730.61 2683.19 2636.77 4902.34 3674.71 2577.74 3104.17 2559.58 3828.53 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 2.5000000000000004 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 8 22 28 10 -7 -8 -2 -10 23 12 21 -13 15 -14 -3 -18 19 -19 -20 -12 -1 -6 25 -25 27 -24 29 -5 right_child=2 16 -4 4 5 6 7 -9 9 -11 11 13 14 -15 -16 -17 17 18 20 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31 leaf_value=0.21331697715316503 0.0080314857369741879 -0.0012068602826328491 -0.30865074161161005 0.25589430435797911 0.087180823699597565 -0.078965832277181305 0.085555176551525419 -1.5714656011760235 -0.015997791028793017 -0.17686688523612196 0.215231677934305 -0.22331088587099857 0.66893712565302854 -1.0628248078624407 -1.0156020827153149 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1675 internal_count=25180 14456 10724 10559 8536 5855 630 66 8989 6214 5225 653 318 335 211 177 3897 545 442 391 51 107 2023 4572 316 264 316 163 2681 1675 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=31 num_cat=0 split_feature=57 63 53 59 54 62 60 23 13 59 34 24 51 5 5 30 2 62 64 60 23 40 50 5 40 59 1 41 69 29 split_gain=12959 8030.02 8164.46 8848.99 5306.13 6761.75 4619.56 4519.5 5677.94 4367.64 4344.54 3895.12 3819.04 4151.9 3777.03 3681.7 4270.65 3873.3 5444.93 3446.09 3400.56 6119.42 3518.2 3390.46 4781.99 3383.82 3835.57 3345.52 4829.67 5775.92 threshold=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 1.0000000180025095e-35 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=6 4 10 -4 7 20 -1 -2 -9 19 -3 12 15 -14 -11 16 27 18 -18 -7 -6 22 -22 24 -13 26 -8 -5 -29 -30 right_child=1 2 3 11 5 9 25 8 -10 14 -12 23 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.23691284763693377 0.11070987815776655 -0.016858840858980123 -0.018962177215928758 -0.29340931007257348 0.11957513771693616 0.24895779096421466 0.12839127385980578 0.3811979617391314 1.8376610659783887 -0.22533294216545152 0.35037821253704893 -0.015215607666155593 -0.12557674552124271 0.83696638000011436 -0.81219233861956441 -0.64339170785581423 0.35525164777114071 0.45881234788719349 -0.75540016031987278 -0.14244936136423189 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2178 3354 4319 3824 482 1207 3342 3011 314 178 971 2644 283 243 495 425 5780 1548 2697 298 147 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=31 num_cat=0 split_feature=57 68 64 63 64 68 54 18 7 63 51 35 69 1 71 62 42 10 25 52 71 6 20 54 35 21 55 69 47 51 split_gain=12613.6 8099.44 5483.27 4527.72 3355.1 3595.14 3314.2 4010.17 3027.07 4896.26 2927.92 2901.16 4762.52 2917.56 2977.59 2856.5 3066.45 9537.09 6761.92 2990.34 3562.26 2828.3 4335.97 3961.65 2651.36 2599.26 2571.06 4753.02 3140.07 2460.13 threshold=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 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=4 3 -3 6 5 26 11 15 9 -9 -5 13 -13 -2 -15 29 19 18 -18 24 -21 23 25 -12 -17 -23 27 -1 -29 -8 right_child=1 2 -4 10 -6 -7 7 8 -10 -11 21 12 -14 14 -16 16 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.30840066282006984 0.046464128319924906 -0.051707265719989987 -0.18527782225686015 -0.040955784106337774 0.019192260909351097 0.012446109901264484 0.048427713421553796 0.23474870140395931 0.3739045743162584 -0.081571734329230913 0.23019085944940648 0.65064530849456792 -0.10212503071216977 -0.0028050179855945785 0.38471358265429872 -0.0085894228832007775 0.023923221780960239 -1.1711960928440095 -0.84340565359150921 -0.0025128829043085982 -0.65768475394163817 -0.17504307056894933 0.48965550377255396 0.0056470587073787657 -0.43350989042144078 -0.79482339336758567 0.08601231807822074 0.11824554365939147 -0.31570040114844838 -0.12558926093389128 leaf_weight=416 1543 3042 1028 6824 3807 1202 1420 236 99 254 300 55 34 78 136 1082 134 25 27 41 42 87 21 569 38 21 2017 317 48 237 leaf_count=416 1543 3042 1028 6824 3807 1202 1420 236 99 254 300 55 34 78 136 1082 134 25 27 41 42 87 21 569 38 21 2017 317 48 237 internal_value=0 -0.0237228 -0.0854445 -0.00483934 0.0527907 0.084768 0.0300075 0.00230032 0.121728 0.0707785 -0.0292571 0.0845664 0.36307 0.070459 0.243468 -0.0207933 -0.0736782 -0.262614 -0.121529 -0.0444663 -0.334046 0.0507346 -0.167731 0.0831651 -0.0230064 -0.295556 0.115837 0.192862 0.0611787 0.0235381 internal_weight=0 17373 4070 13303 7807 4000 5481 3635 589 490 7822 1846 89 1757 214 3046 1389 186 161 1203 83 998 129 869 1120 108 2798 781 365 1657 internal_count=25180 17373 4070 13303 7807 4000 5481 3635 589 490 7822 1846 89 1757 214 3046 1389 186 161 1203 83 998 129 869 1120 108 2798 781 365 1657 is_linear=0 shrinkage=0.05 end of trees feature_importances: yellow=63 brown=63 black=59 red=57 BON4=53 BON8=51 BON5=44 grey=44 BON2=43 BON7=42 no_players=41 BON3=40 BON1=31 x5_SCORE7=25 BON10=25 blue=23 x0_SCORE2=19 BON9=18 x3_SCORE1=16 x3_SCORE4=16 x4_SCORE9=16 x5_SCORE9=16 x1_SCORE2=15 x0_map3=15 x0_SCORE4=14 x0_SCORE7=13 x1_SCORE8=12 x3_SCORE3=12 x1_SCORE5=11 x4_SCORE3=11 x4_SCORE5=11 x5_SCORE4=11 x0_map2=11 x0_SCORE6=10 x4_SCORE4=10 x4_SCORE7=10 x0_SCORE3=9 x0_SCORE8=9 x2_SCORE1=9 x2_SCORE3=9 x3_SCORE6=9 x4_SCORE8=9 x5_SCORE3=9 x5_SCORE5=9 x5_SCORE8=9 x0_map1=9 x0_SCORE1=8 x0_SCORE5=8 x3_SCORE2=8 x4_SCORE6=8 x5_SCORE6=8 x2_SCORE2=7 BON6=7 x1_SCORE1=6 x1_SCORE3=6 x2_SCORE4=6 x2_SCORE6=6 x2_SCORE7=6 x2_SCORE8=6 x3_SCORE5=6 x3_SCORE8=6 x5_SCORE2=6 x1_SCORE4=5 x1_SCORE7=5 x3_SCORE7=5 x1_SCORE6=4 x3_SCORE9=4 x1_SCORE9=2 x2_SCORE9=2 x4_SCORE2=2 x0_SCORE9=1 x2_SCORE5=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:[]