gbdt num_class=9 label_index=0 max_feature_idx=92 objective=multiclass sigmoid=-1 feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55 Column_56 Column_57 Column_58 Column_59 Column_60 Column_61 Column_62 Column_63 Column_64 Column_65 Column_66 Column_67 Column_68 Column_69 Column_70 Column_71 Column_72 Column_73 Column_74 Column_75 Column_76 Column_77 Column_78 Column_79 Column_80 Column_81 Column_82 Column_83 Column_84 Column_85 Column_86 Column_87 Column_88 Column_89 Column_90 Column_91 Column_92 Tree=0 num_leaves=31 split_feature=7 35 24 70 39 35 34 78 47 16 39 39 13 46 39 65 34 24 10 46 14 33 16 24 75 38 24 66 68 82 split_gain=75.9652 41.5654 44.8729 24.0882 23.8819 19.28 14.6279 13.9291 13.759 13.5009 13.1241 12.5019 11.707 11.2426 10.1007 11.8726 9.34759 12.2602 8.269 12.1868 9.01863 7.83025 6.89038 6.69688 6.6566 5.75813 5.23391 5.16997 5.47418 4.97157 threshold=0 0 0 2 0 0 0 1 0 2 0 0 0 1 0 0 0 0 0 1 0 0 1 0 0 1 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=4 10 3 -3 5 18 9 11 -7 -5 13 -4 16 -2 15 24 17 21 19 26 22 -10 23 -21 -11 -15 -1 -27 -29 -24 right_child=1 2 7 6 -6 8 -8 -9 12 14 -12 -13 -14 25 -16 -17 -18 -19 -20 20 -22 -23 29 -25 -26 27 -28 28 -30 -31 leaf_parent=26 13 3 11 9 4 8 6 7 21 24 10 11 12 25 14 15 16 17 18 23 20 21 29 23 24 27 26 28 28 29 leaf_value=0.0285964 0.0272274 0.120241 0.0840965 0.0883929 -0.0531389 -0.0420717 -0.0258263 -0.0336664 0.0196875 -0.00122283 -0.0470551 -0.0270433 -0.0411058 -0.000878906 -0.0161774 0.0725725 -0.0325195 -0.019506 -0.0523017 0.0176715 -0.0529235 0.0858553 -0.00585407 -0.0387067 0.0437752 -0.0456505 -0.028699 0.0146895 -0.0293386 -0.0404405 leaf_count=179 188 109 101 140 13669 1214 416 2152 440 506 2863 104 468 320 379 224 320 372 4103 226 2435 114 221 202 248 1003 147 157 1599 4387 internal_value=0 -0.239741 -0.0723196 0.173591 -0.463549 -0.401011 0.11497 -0.283279 -0.237449 0.218687 -0.359339 0.277134 -0.107643 -0.26188 0.150055 0.270897 0.00632022 0.120883 -0.441255 -0.39823 -0.416812 0.333032 -0.362453 -0.0893692 0.135776 -0.294495 0.0276074 -0.327632 -0.254022 -0.387817 internal_count=39006 10509 4379 2022 28497 14828 1913 2357 2928 1497 6130 205 1714 3267 1357 978 1246 926 11900 7797 7471 554 5036 428 754 3079 326 2759 1756 4608 Tree=1 num_leaves=31 split_feature=39 13 14 25 14 14 37 85 13 47 14 85 31 25 28 53 66 74 53 14 23 59 47 39 59 35 54 7 23 31 split_gain=3815.08 1739.8 1328.93 843.585 629.576 536.895 468.956 412.301 310.751 326.935 285.672 229.996 224.465 217.888 188.523 183.096 160.21 147.732 121.953 114.266 113.965 110.858 95.1007 91.1256 85.6708 82.7873 82.4619 80.0327 70.2273 69.0003 threshold=0 0 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 2 1 0 1 1 0 0 1 0 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 4 7 6 11 18 8 -1 23 -10 -6 -2 -8 20 26 17 -12 25 27 -18 -7 -13 -16 -3 -5 -9 -11 -4 -22 -24 right_child=1 3 5 24 10 13 12 15 9 14 16 21 -14 -15 22 -17 19 -19 -20 -21 28 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_parent=7 11 23 27 24 10 20 12 25 9 26 16 21 12 13 22 15 19 17 18 19 28 21 29 23 24 25 26 27 28 29 leaf_value=-0.0459348 -0.0303663 0.10156 0.120285 0.0903429 0.0517264 0.290791 0.181985 0.118153 0.206801 -0.00645492 0.114521 0.10972 0.0304558 -0.00616166 0.256489 -0.0256816 0.139443 -0.0186468 -0.0318907 0.32115 0.260822 -0.0287079 0.356493 0.209796 -0.0180865 -0.00280425 0.241544 -0.0108923 0.151847 0.249821 leaf_count=11337 2836 725 737 853 858 566 1564 1791 2448 122 501 1214 724 283 811 1623 238 727 956 664 380 386 2550 862 650 341 153 346 1411 349 internal_value=0 1.4898 0.0806237 2.00926 0.573671 1.13402 2.23887 -0.230952 2.4952 2.71518 1.53997 0.0811542 1.34036 1.80384 3.11274 0.346762 2.1654 0.689402 0.266767 2.73205 2.02782 0.763242 3.24597 1.6035 0.434506 0.988069 1.31523 0.78376 1.74969 3.43651 internal_count=39006 18508 20498 11811 6697 4679 10308 15819 8020 6433 2261 4436 2288 2640 3985 4482 1403 2859 2039 902 2357 1600 3710 1587 1503 2132 275 1083 1791 2899 Tree=2 num_leaves=31 split_feature=85 59 14 66 14 91 91 91 24 31 24 47 47 39 8 39 13 7 70 23 87 87 31 66 47 74 38 25 66 66 split_gain=1087.95 527.033 431.15 314.627 198.8 120.272 91.9719 86.9752 83.8453 83.5868 71.8254 54.6246 54.4492 53.7444 53.4854 51.5151 47.3918 45.4908 55.3698 40.6859 39.6166 35.6996 35.4068 50.0135 68.8382 67.8439 35.161 35.0616 34.4369 33.5337 threshold=0 0 0 0 1 0 0 0 0 7 0 3 0 0 13 0 0 0 1 0 0 1 6 0 1 1 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 3 10 7 -4 9 8 12 19 -5 -1 -11 13 16 -10 -12 -2 18 -13 -6 -20 -22 -16 -24 25 -25 -19 -15 -17 -28 right_child=1 -3 4 5 6 -7 -8 -9 14 11 15 17 -14 27 22 28 -18 26 20 -21 21 -23 23 24 -26 -27 29 -29 -30 -31 leaf_parent=10 16 1 4 9 19 5 6 7 14 11 15 18 12 27 22 28 16 26 20 19 21 21 23 25 24 25 29 27 28 29 leaf_value=-0.0521061 0.0520789 -0.0281338 -0.0193824 0.160335 0.0874512 -0.0185069 -0.0155906 0.045708 0.257356 -0.00508644 -0.0422403 0.148151 0.091621 0.174836 0.20012 0.0295478 0.154784 0.099675 0.0373349 -0.00380396 0.0461896 0.108302 0.1479 0.226654 0.0179418 0.0493085 0.0873498 0.05625 -0.0203647 -0.0131037 leaf_count=10995 472 3187 2609 381 384 1234 635 715 113 752 2927 426 1277 1941 156 1186 439 250 1704 695 766 1206 491 204 696 235 208 135 1707 880 internal_value=0 0.537286 -0.226876 0.741333 0.27935 0.459467 0.621415 1.18329 0.787387 0.580471 -0.414072 0.517533 1.30507 1.47131 1.07246 -0.211952 1.01571 0.596105 0.713615 0.286724 0.624626 0.841753 0.977273 0.879036 0.619493 1.3172 0.235846 1.67124 0.000972174 0.0610064 internal_count=39006 15973 23033 12786 6218 7807 3609 4979 2974 6573 16815 6192 4264 2987 1895 5820 911 5440 4102 1079 3676 1972 1782 1626 1135 439 1338 2076 2893 1088 Tree=3 num_leaves=31 split_feature=66 24 25 10 17 14 13 14 87 15 41 13 25 53 87 78 88 85 61 91 17 10 14 65 87 53 87 52 24 41 split_gain=152.883 154.037 234.627 143.59 93.9942 56.8536 54.8178 52.9997 40.4555 27.4467 23.6829 23.1153 23.661 39.3682 41.9202 20.2349 17.6778 17.6347 17.2153 19.5275 14.6819 14.4834 14.3537 13.0234 13.022 12.7788 12.036 17.8354 11.7667 18.247 threshold=0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 3 0 0 0 1 1 0 2 0 0 0 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 10 4 6 24 -4 -7 -9 -8 18 15 -13 14 -14 -2 21 -15 19 -3 -6 28 -10 -19 -1 -26 -21 -28 -12 -30 right_child=11 2 3 -5 20 7 9 8 22 -11 16 12 13 17 -16 -17 -18 23 -20 26 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_parent=24 15 19 6 3 20 7 9 8 22 9 28 12 14 17 14 15 16 23 18 26 20 21 22 23 25 25 27 27 29 29 leaf_value=-0.0537895 0.0222594 0.057259 0.0966443 -0.02737 0.0915602 -0.0449722 0.335915 0.00285138 0.0392689 0.209361 0.0039791 -0.0416574 -0.00351563 -0.0502391 0.168261 -0.052258 -0.0319111 0.0559132 -0.0346833 -0.0269022 -0.019094 -0.0275451 0.143962 -0.0241371 -0.000661765 -0.0505297 0.0616438 -0.00813533 0.0363567 0.126 leaf_count=4938 187 223 149 298 137 808 142 651 106 223 311 8569 192 758 115 13696 312 167 1784 1380 109 194 177 268 510 531 219 1210 492 150 internal_value=0 -0.163661 0.069881 1.05004 1.56908 -0.385467 2.11649 -0.0277698 0.337259 2.58596 -0.0953785 -0.453015 -0.370941 -0.11025 0.608306 -0.512542 0.155757 -0.295159 -0.17146 -0.0682718 0.425305 0.284928 1.04748 0.0659483 -0.489683 -0.260987 -0.119148 0.0255861 0.399003 0.573014 internal_count=39006 15054 7333 1058 760 7721 514 1742 934 365 6275 23952 10069 1500 307 13883 1459 1193 4816 3032 246 1147 283 435 5979 1041 2809 1429 953 642 Tree=4 num_leaves=31 split_feature=33 33 33 85 33 34 75 41 15 15 24 53 53 23 47 38 35 15 14 7 23 24 24 31 14 15 15 87 66 66 split_gain=1094.32 1913.84 1804.61 1003.74 833.353 333.532 67.4938 25.513 18.2508 12.719 7.47237 2.49531 2.48168 5.15192 1.14828 1.02377 0.441038 0.371328 0.682656 0.998134 0.491947 1.0237 0.246476 0.131636 0.211259 0.119274 0.102447 0.0768646 0.0746708 0.0633736 threshold=0 1 2 0 3 0 0 0 0 0 0 0 0 0 2 1 0 0 1 0 0 0 0 6 0 0 0 0 1 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=23 17 12 4 9 6 7 10 -5 -4 11 14 13 -3 -6 -10 25 18 19 -2 21 -20 -15 24 -1 -16 -13 -26 -22 -19 right_child=1 2 3 8 5 -7 -8 -9 15 -11 -12 26 -14 22 16 -17 -18 29 20 -21 28 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_parent=24 19 13 9 8 14 5 6 7 15 9 10 26 12 22 25 15 16 29 21 19 28 21 22 23 27 25 26 27 28 29 leaf_value=-0.05625 -0.0530255 0.00216346 0.0458882 0.0469347 0.420793 0.0372115 0.239063 0.343125 -0.05625 -0.0485406 0.385445 0.421344 -0.0557498 -0.0423801 0.44859 -0.0328846 0.432839 -0.0522 -0.0334972 -0.0254348 -0.0512623 -0.0547018 -0.0541229 -0.0560195 -0.0431573 0.440537 0.411429 -0.0515187 -0.0558837 -0.0559238 leaf_count=310 157 130 114 157 104 130 108 180 185 197 149 106 1012 146 718 195 118 250 178 115 203 327 238 28558 116 107 105 107 1382 3104 internal_value=0 0.306014 1.45937 2.57386 3.26519 3.84534 4.11173 4.22885 -0.175978 -0.139268 4.33089 4.38732 -0.492833 -0.365516 4.43231 -0.442599 4.45705 -0.541244 -0.519634 -0.413603 -0.533433 -0.472277 -0.496582 -0.559542 -0.524508 4.47545 4.1641 -0.471693 -0.552918 -0.556462 internal_count=39006 9915 4199 2673 2136 1825 1695 1587 537 311 1407 1258 1526 514 1047 380 943 5716 2362 272 2090 505 384 29091 533 825 211 223 1585 3354 Tree=5 num_leaves=31 split_feature=25 10 10 24 10 10 39 59 10 59 10 59 59 59 59 59 41 59 25 24 85 59 85 59 59 10 25 85 41 41 split_gain=9568.41 2650.18 1809.03 1527.52 1206.71 889.228 549.529 501.101 384.675 698.592 384.495 363.052 374.397 353.412 599.386 436.694 212.299 182.769 159.21 143.866 137.789 137.135 105.155 89.866 89.4668 81.4758 78.9873 75.1918 68.6344 67.1784 threshold=0 0 1 0 2 3 0 12 0 0 4 0 1 0 1 2 0 1 1 1 0 3 0 0 2 0 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 7 11 8 23 -6 16 -1 9 26 -7 -3 -13 29 -15 -16 25 -11 -8 -20 -12 -17 -10 -4 -14 -5 -2 -23 -18 -9 right_child=3 2 4 6 5 10 18 13 22 17 20 12 24 14 15 21 28 -19 19 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=7 26 11 23 25 5 10 18 29 22 17 20 12 24 14 15 21 28 17 19 19 20 27 22 23 24 25 26 27 28 29 leaf_value=0.44104 0.0294434 -0.0391513 -0.0291597 0.0537284 0.00417772 0.0890849 0.00908867 -0.0507164 0.41698 0.143398 0.428763 -0.0112756 0.125156 -0.0314086 0.00649947 0.0850291 0.213626 0.415983 0.275114 0.055064 0.21375 0.394193 0.272177 0.116542 0.356511 0.254549 0.180418 0.190599 0.345633 -0.0163254 leaf_count=113 384 2339 598 290 377 209 1015 17291 2821 142 1764 439 120 2364 476 129 272 1012 275 332 165 381 279 334 287 158 323 121 747 3449 internal_value=0 0.0270565 1.28785 2.78064 2.41743 3.22783 1.53854 -0.316701 3.55403 2.7454 3.78964 0.0653454 1.32846 -0.338764 0.325735 1.69207 2.53643 3.82442 0.63602 1.54757 4.10371 2.91947 4.03948 0.230553 2.88299 1.24554 0.984176 3.4512 3.10396 -0.449973 internal_count=39006 30956 6632 8050 3447 2515 3089 24324 4961 1861 2138 3185 846 24211 3471 1107 1467 1154 1622 607 1929 631 3100 932 407 448 707 502 1019 20740 Tree=6 num_leaves=31 split_feature=38 38 49 49 49 49 49 10 38 38 31 85 10 61 22 7 37 22 21 85 22 31 17 37 39 85 85 66 14 24 split_gain=124.755 122.026 92.6542 79.9229 75.3128 70.6396 63.3003 42.1938 33.2718 25.048 22.6078 20.7015 16.0141 15.7061 15.0623 14.7766 13.735 16.8576 13.5502 12.8839 12.0978 11.917 12.7881 10.5751 10.2754 19.9914 13.3737 10.2364 14.5217 9.65174 threshold=4 5 5 2 4 1 3 1 2 3 5 0 1 0 1 0 0 1 0 0 2 0 0 0 0 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=19 -2 -3 12 18 7 -7 13 11 -10 23 -8 -4 -6 -9 -13 24 -18 -5 -1 -19 -14 -23 -11 25 -12 -27 28 29 -28 right_child=1 2 3 4 5 6 8 14 9 10 16 15 21 -15 -16 -17 17 20 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_parent=19 1 2 12 18 13 6 11 14 9 23 25 15 21 13 14 15 17 20 18 19 20 22 22 23 24 26 29 27 28 29 leaf_value=0.0862864 0.18871 0.149185 0.0928298 0.155097 0.100027 0.0477568 -0.0231308 0.045 0.0340669 -0.0175557 -0.0471466 0.105469 -0.0129696 0.0157397 -0.0208798 -0.00296053 0.00935208 0.0258446 0.0412844 0.199381 -0.0392312 0.0789027 -0.000589005 0.0713761 -0.0509543 -0.0415636 0.0783228 -0.0262469 -0.0361784 0.00676867 leaf_count=103 124 138 163 103 230 404 428 190 213 157 10010 144 386 218 2333 114 409 148 109 101 6336 221 191 119 12332 1758 158 1198 227 241 internal_value=0 -0.341353 -0.348498 -0.355087 -0.371472 -0.379059 -0.407811 -0.0461966 -0.418334 -0.428436 -0.433387 0.0721574 0.28564 0.590123 -0.159185 0.575581 -0.43878 -0.349512 0.965802 1.42279 -0.377458 0.15437 0.42051 0.20788 -0.462515 -0.419847 -0.275597 -0.140625 0.0925519 0.351034 internal_count=39006 38802 38678 38540 37579 37367 34396 2971 33992 33306 33093 686 961 448 2523 258 32817 6893 212 204 6484 798 412 276 25924 13592 3582 1824 626 399 Tree=7 num_leaves=31 split_feature=29 75 75 74 77 37 15 77 75 77 82 77 74 37 37 41 75 74 46 24 25 74 85 87 24 85 14 24 24 75 split_gain=2135.89 1516.25 1080.46 630.724 543.213 362.871 328.243 214.977 165.038 148.861 141.628 131.124 113.241 105.409 98.5079 93.152 92.9037 89.639 86.2991 71.5295 90.9566 87.7571 70.0218 68.3155 95.9845 63.9111 60.2772 59.8576 56.8247 47.6491 threshold=1 0 1 0 1 0 0 2 2 1 1 1 0 0 1 0 3 1 2 0 0 0 0 0 1 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 4 11 9 10 12 17 -6 27 -1 -2 25 -4 18 -15 28 -10 -5 -9 20 21 -13 26 24 -12 -3 -16 -7 -14 -11 right_child=1 2 5 6 7 8 -8 13 16 29 23 19 15 14 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=9 10 25 12 17 7 27 6 18 16 29 24 21 28 14 26 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.325825 0.27839 0.221831 0.054878 0.174757 0.164242 0.214894 0.143252 0.11076 0.169646 0.00971091 0.241416 0.0405142 0.290039 -0.0255115 0.109371 0.00810381 0.321465 0.395553 -0.0399783 -0.0260964 -0.0375347 0.196875 -0.01575 -0.00545569 0.066508 0.0216346 0.00295346 0.06525 0.109863 0.126905 leaf_count=106 236 213 943 103 287 295 439 194 251 614 233 790 288 3788 755 118 1091 967 21623 2150 541 236 775 299 499 129 419 250 128 246 internal_value=0 0.00221729 0.909942 2.16205 -0.229267 1.85287 3.07083 -0.294837 2.50666 0.74243 1.21157 0.128465 1.0176 -0.315016 -0.0436313 1.84551 2.9307 3.74299 -0.386379 0.00560078 0.371171 0.764803 0.3674 0.851661 1.22182 1.45955 0.713905 1.4625 2.346 0.43234 internal_count=39006 36531 7423 2475 29108 3364 1509 27841 1887 966 1267 4059 1477 27554 5737 534 1342 1070 21817 3717 1567 1026 1949 1031 732 342 1174 545 416 860 Tree=8 num_leaves=31 split_feature=35 35 35 75 12 35 35 61 61 7 10 61 37 61 61 61 61 87 61 61 7 59 0 14 61 61 61 61 61 61 split_gain=992.327 958.04 616.631 304.084 294.091 237.028 115.782 114.363 112.113 123.436 102.313 86.0269 79.4218 78.7821 94.0953 74.111 69.5471 57.4893 55.3966 50.6545 48.952 45.1348 44.4313 42.3428 35.1177 35.0908 36.6183 42.7991 47.7571 55.7933 threshold=0 1 2 0 5 3 4 0 0 0 0 1 0 2 3 4 1 0 2 5 0 0 3 0 0 0 1 2 3 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=4 25 7 5 -1 17 -7 -3 -6 22 16 -11 20 -13 -15 -16 -9 -4 -18 -17 -5 -8 -10 -21 -22 -2 -27 -28 -29 -30 right_child=1 2 3 12 8 6 21 10 9 11 -12 13 -14 14 15 19 18 -19 -20 23 24 -23 -24 -25 -26 26 27 28 29 -31 leaf_parent=4 25 7 17 20 8 6 21 16 22 11 10 13 12 14 15 19 18 17 18 23 24 21 22 23 24 26 27 28 29 29 leaf_value=0.293658 -0.0395005 -0.0174465 0.170039 0.0294859 -0.0492539 0.188814 0.373916 0.0473011 0.105033 -0.0262247 -0.0115422 -0.012 0.0101221 -0.00459184 0.0336631 0.0685299 0.0694397 0.00229592 0.236842 0.283413 0.110036 0.244522 -0.03703 0.119473 0.260852 -0.0325631 -0.0232724 -0.00705329 -0.00225 0.168341 leaf_count=136 2690 1122 349 124 17584 314 692 308 113 1332 385 675 389 392 259 142 145 147 323 234 137 170 8139 121 182 1090 568 319 150 275 internal_value=0 0.460864 1.18352 1.9546 -0.364359 2.5077 3.05788 0.337796 -0.379844 -0.206123 0.832849 0.172405 0.843074 0.489989 0.84865 1.3125 1.30332 1.20325 1.84976 1.82105 1.4945 3.48398 -0.350847 2.27535 1.96082 -0.218505 -0.020842 0.232374 0.58745 1.08132 internal_count=39006 9879 4787 2504 29127 1672 1176 2283 28991 11407 1161 3155 832 1823 1148 756 776 496 468 497 443 862 8252 355 319 5092 2402 1312 744 425 Tree=9 num_leaves=31 split_feature=7 16 39 35 24 39 35 78 34 46 34 24 46 16 65 47 63 10 35 35 75 41 24 10 14 16 24 65 68 24 split_gain=72.2799 44.7459 34.3189 24.8912 24.3748 23.7793 17.7129 16.4473 14.4225 12.7513 11.7622 14.568 11.3826 10.7037 12.432 10.1354 9.16016 8.09539 7.12943 6.96814 6.73359 6.21946 6.08555 5.59459 7.95021 7.6884 6.58024 5.39834 4.89893 7.19096 threshold=0 5 0 0 0 0 0 1 0 1 0 0 1 2 0 0 0 0 0 1 0 0 0 0 0 1 0 2 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=5 -2 3 9 8 6 12 -6 13 -3 11 15 17 -5 16 -8 -15 22 -4 -17 -18 27 -1 24 25 26 -14 -20 29 -11 right_child=1 2 18 4 7 -7 10 -9 -10 28 -12 -13 23 14 -16 19 20 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 1 9 18 13 7 5 15 7 8 29 10 11 26 16 14 19 20 17 27 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0367334 0.126635 0.0311988 -0.0465189 0.0993152 0.0626494 -0.0525124 -0.0223972 -0.0308179 -0.027205 0.0346785 -0.0452578 -0.0355388 0.0189992 -0.00544065 0.0707798 -0.000953384 0.0181121 -0.0478482 0.0209097 0.045654 0.0916798 -0.0445864 -0.0245452 -0.0518387 -0.0519348 -0.0386573 -0.0375479 -0.0241028 -0.0325658 -0.0398698 leaf_count=185 101 181 2889 109 100 13740 471 977 236 140 900 893 224 482 237 333 163 201 164 309 100 743 147 3914 2427 4585 197 952 2782 124 internal_value=0 -0.233652 -0.248467 -0.129659 0.0429474 -0.455717 -0.392132 -0.213915 0.243155 -0.261301 -0.232674 -0.136872 -0.431635 0.348249 0.273228 0.0345582 0.128878 -0.107945 -0.393348 0.214455 0.464826 -0.282875 0.102853 -0.447238 -0.410666 -0.359155 -0.068101 -0.175077 -0.297091 -0.0039247 internal_count=39006 10480 10379 5631 2404 28526 14786 1077 1327 3227 2906 2006 11880 1091 982 1113 745 533 4748 642 263 1859 332 11347 7433 5006 421 1116 3046 264 Tree=10 num_leaves=31 split_feature=39 14 13 25 14 14 65 24 53 14 66 7 75 25 53 13 87 53 28 25 66 74 13 39 14 63 14 75 39 13 split_gain=2753.23 1101.6 1078.99 450.754 444.946 356.491 313.292 272.4 172.309 164.669 155.029 151.826 139.979 129.834 121.504 108.648 105.445 102.066 95.7538 79.0302 78.3055 77.7132 91.9749 74.0919 67.3077 65.0482 64.7613 64.4897 64.2792 62.5075 threshold=0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0 2 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 7 4 6 14 17 10 -1 11 -6 -4 16 24 26 23 -12 21 -3 -17 -5 -11 22 -9 -2 28 -20 -7 -22 -8 -24 right_child=2 5 3 19 9 13 12 8 -10 20 15 -13 -14 -15 -16 18 -18 -19 25 -21 27 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_parent=7 23 17 10 19 9 26 28 22 8 20 15 11 12 13 14 18 16 17 25 19 27 21 29 23 24 25 26 27 28 29 leaf_value=-0.0458426 0.015331 0.0695792 0.159316 0.0870281 0.0473955 0.112629 0.00312728 0.0302076 -0.0325665 0.0977203 0.151029 -0.0292746 0.00258338 -0.00110196 -0.0257586 0.10458 0.13248 -0.0305661 0.255673 -0.0164414 0.223968 -0.0449616 0.0605251 0.106117 0.176534 0.19227 0.184873 0.0713354 0.126158 0.257908 leaf_count=9948 1185 1099 3610 876 853 810 260 843 2363 500 932 982 504 284 2479 253 934 949 2490 629 757 426 140 698 761 885 1567 137 681 171 internal_value=0 0.0761008 1.23321 1.59211 0.508312 0.974183 1.73378 -0.224637 0.156693 1.25484 1.91399 0.464297 1.02963 1.46029 0.0743362 2.1598 0.747121 0.257437 2.31008 0.445119 1.67251 0.393543 0.681359 0.49582 1.30681 2.39387 1.60502 2.01488 0.934474 1.69709 internal_count=39006 20516 18490 11881 6609 4709 10376 15807 5859 2247 8170 3496 2206 2661 4362 4560 2514 2048 3628 1505 1394 1580 1154 1883 1702 3375 2377 894 941 311 Tree=11 num_leaves=31 split_feature=24 59 91 66 63 7 14 63 39 28 54 47 84 39 87 87 66 87 14 63 87 23 38 33 33 25 87 87 3 66 split_gain=830.03 459.024 282.608 182.785 267.704 156.445 139.681 102.239 84.7022 93.2709 114.843 76.0377 75.572 61.7875 51.7314 80.6298 47.2121 45.955 44.5608 43.6519 44.1301 39.2703 37.0556 64.4041 53.3768 31.6242 30.2693 28.8401 27.8146 37.9413 threshold=0 0 0 0 0 0 0 1 0 1 1 0 0 0 0 1 0 2 0 2 0 0 1 0 1 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=6 2 3 11 8 7 14 26 -5 10 -10 13 28 18 22 -16 -4 -17 27 -9 -21 -14 23 -1 -25 -15 -6 -2 29 -8 right_child=1 -3 16 4 5 -7 12 19 9 -11 -12 -13 21 25 15 17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=23 27 1 16 8 26 5 29 19 10 9 10 11 21 25 15 17 16 17 18 20 20 21 22 24 24 25 26 27 28 29 leaf_value=-0.0510104 -0.00665067 -0.0305188 0.026691 -0.0348795 0.0035488 0.00411277 0.0387723 0.0571903 0.326712 0.0181882 0.0292617 0.0587262 0.0970913 0.1391 -0.0411301 -0.0177851 -0.0292451 0.0950001 0.124521 0.17884 0.114747 0.0183619 -0.0509785 -0.033799 0.135708 0.0499996 0.0815124 0.094944 -0.0517715 -0.0259198 leaf_count=635 391 4244 1217 1502 448 948 749 335 109 2962 150 1676 532 2343 1415 309 2034 435 385 875 1153 744 10201 165 222 210 535 201 740 1141 internal_value=0 0.371008 0.524659 0.654804 0.461813 0.854331 -0.290707 1.06922 0.0925143 0.294223 1.56556 0.974656 0.0805169 1.1508 -0.404034 -0.0834435 -0.0785304 0.501842 0.680916 1.30882 1.42573 0.522145 -0.467471 -0.0550701 0.661195 1.32246 0.466633 0.295647 -0.139848 0.00224364 internal_count=39006 21718 17474 14223 9017 4294 17288 3346 4723 3221 259 5206 3906 3530 13382 2159 3251 744 977 2363 2028 1276 11223 1022 387 2553 983 592 2630 1890 Tree=12 num_leaves=31 split_feature=66 24 25 3 14 14 13 87 88 59 14 13 25 39 66 13 23 78 79 61 91 53 47 13 23 24 52 87 15 14 split_gain=151.154 150.486 199.442 113.542 53.4471 48.2939 41.5456 35.4967 30.6963 27.1391 31.2528 22.6646 24.63 34.9067 41.4499 22.4866 21.0931 17.6178 16.2964 14.8635 22.5616 13.95 13.5137 12.3405 12.2039 12.1368 13.3579 13.9733 11.2067 10.4254 threshold=0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0 3 0 0 1 0 0 0 0 1 1 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 9 6 -1 -6 16 -7 28 19 23 17 24 -14 15 -15 -4 -2 -5 20 22 -16 -3 -11 -13 -22 27 -27 -8 -9 right_child=11 2 3 18 5 7 8 29 -10 10 -12 12 13 14 21 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=4 17 22 16 18 5 7 28 29 8 23 10 24 13 15 21 15 16 17 18 19 25 21 22 23 24 27 26 27 28 29 leaf_value=-0.0485992 0.0168722 0.0190328 0.123514 0.0471939 -0.0451968 0.00106849 0.252142 0.0399373 0.0770892 -0.0402717 0.10872 -0.0284635 -0.045841 0.0247624 0.0637131 0.167482 -0.00882448 -0.0514961 -0.0470535 -0.0277521 -0.0257355 -0.0274489 0.120248 0.0462596 -0.0469551 -0.0112541 -0.00636889 0.083552 0.176443 0.126916 leaf_count=5927 192 173 137 153 800 641 133 108 106 193 206 2778 727 102 101 122 103 13670 221 2215 1367 458 102 149 5823 138 1595 181 214 171 internal_value=0 -0.152294 0.0741646 0.93317 -0.380649 -0.0304902 1.42804 0.311449 1.78753 -0.0847431 0.395057 -0.444314 -0.361887 -0.094007 0.234922 1.04432 0.67209 -0.504951 -0.072727 -0.130618 -0.0407122 -0.0996564 0.564425 -0.0245789 -0.409725 -0.094117 0.0217807 0.438375 2.07895 0.949389 internal_count=39006 15033 7386 1067 7647 1720 693 920 453 6319 548 23973 10111 1510 783 224 240 13862 374 5771 3556 559 275 342 8601 3281 1914 319 347 279 Tree=13 num_leaves=31 split_feature=33 33 33 33 38 43 33 86 53 42 24 53 23 21 14 15 14 15 7 65 90 24 31 14 23 13 53 24 7 87 split_gain=1018.35 1512.18 1228.31 503.567 334.976 218.183 94.7395 17.0174 10.3956 8.20367 2.2957 2.19115 4.26968 0.751332 0.684074 0.578075 0.530686 1.01602 0.920971 0.486715 0.381008 0.252653 0.214177 0.352053 0.197889 0.414484 0.95228 1.15972 0.195856 0.180893 threshold=0 1 2 3 1 0 4 1 0 1 0 0 0 0 1 0 1 0 0 0 1 0 6 0 0 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=22 16 11 8 9 6 -6 -8 -4 -5 13 12 -3 14 -9 20 17 18 -2 -10 -16 -14 23 -1 25 26 27 -18 -22 -25 right_child=1 2 3 4 5 -7 7 10 19 -11 -12 -13 21 -15 15 -17 24 -19 -20 -21 28 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_parent=23 18 12 8 9 6 5 7 14 19 9 10 11 21 13 20 15 27 17 18 19 28 21 22 29 24 25 26 27 28 29 leaf_value=-0.0558873 -0.0489006 -0.00207873 0.021501 -0.0561135 0.10045 0.0398256 0.228976 0.304871 -0.03712 0.0245509 0.318302 -0.0552949 -0.0417495 0.279356 0.284741 0.281725 -0.0201223 -0.0546113 -0.0222381 -0.0559456 0.301332 -0.0537495 -0.0555655 -0.0376457 -0.0553906 -0.0558233 -0.0545868 -0.0517885 0.294237 -0.0507994 leaf_count=314 152 131 186 114 119 190 168 199 137 142 159 1043 148 136 121 154 115 448 123 151 200 247 28541 117 3534 781 430 127 472 107 internal_value=0 0.2775 1.20067 1.97055 2.32964 2.57768 2.77615 2.89182 -0.193032 -0.0997341 2.95695 -0.490957 -0.371135 2.93102 2.94658 2.92536 -0.536077 -0.477665 -0.368359 -0.469167 2.94582 -0.492303 -0.554793 -0.509188 -0.544566 -0.521892 -0.480054 -0.365873 2.96344 -0.439077 internal_count=39006 9927 4217 2648 2174 1918 1728 1609 474 256 1441 1569 526 1282 1146 947 5710 723 275 288 793 395 29079 538 4987 1453 672 242 672 224 Tree=14 num_leaves=31 split_feature=25 10 10 24 10 59 59 10 39 59 59 59 75 3 59 75 59 59 59 59 59 59 41 41 41 41 10 7 59 69 split_gain=6339.93 2063.79 1178.11 688.681 624.605 447.122 598.599 421.662 348.303 331.839 265.751 216.742 159.678 138.49 193.879 124.052 117.57 114.662 106.8 89.2496 78.6519 74.5726 69.1791 90.4784 82.5691 68.3753 88.8202 55.479 48.0389 45.9641 threshold=0 0 1 0 2 0 1 3 0 2 0 1 0 0 0 1 0 1 0 2 3 0 0 1 2 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 10 13 21 22 -7 -6 18 -8 -3 -12 -9 14 25 -14 -10 -18 -5 -19 -11 -4 -1 -24 -25 26 -2 -17 -23 -15 right_child=3 2 4 8 7 6 9 12 16 20 11 -13 15 29 -16 27 17 19 -20 -21 -22 28 23 24 -26 -27 -28 -29 -30 -31 leaf_parent=22 26 10 21 18 7 6 9 12 16 20 11 11 15 29 14 27 17 19 18 19 20 28 23 24 24 25 26 27 28 29 leaf_value=-0.0499374 -0.0210922 -0.0387589 -0.0285943 0.133371 0.0078621 -0.030633 0.00535912 0.290425 0.00472139 0.0791321 -0.00874557 0.211198 0.264467 0.288435 0.254294 0.145332 0.0257226 0.0555493 0.243607 0.284036 0.258977 0.0132616 -0.0361888 -0.000822532 0.146922 0.188799 0.193995 -0.0360743 0.178346 0.240456 leaf_count=17351 269 2347 588 657 379 2364 497 1577 972 136 441 376 252 2171 960 173 310 123 816 226 607 151 2564 588 289 274 109 121 176 1142 internal_value=0 0.0167919 1.05853 2.06881 1.84338 -0.305692 0.405818 2.30913 1.26726 1.5367 0.0248729 1.05288 2.6038 2.4996 2.01734 1.66592 0.5421 1.24152 1.95618 2.06919 2.31576 0.218673 -0.439651 -0.146239 0.482168 1.11354 0.525229 0.744049 1.02225 2.72097 internal_count=39006 30977 6581 8029 3417 24396 3604 2502 3104 1240 3164 817 2123 4925 1612 546 1631 659 1473 349 743 915 20792 3441 877 652 378 294 327 3313 Tree=15 num_leaves=31 split_feature=84 31 31 55 38 49 42 14 49 10 59 22 22 10 75 84 21 49 79 38 55 41 91 39 66 24 10 42 10 23 split_gain=131.484 130.306 75.5073 65.2037 58.3808 41.2187 35.3267 32.3974 31.6377 30.4132 29.285 26.8272 26.8124 25.1329 19.3945 14.5753 14.4798 14.2791 11.3373 11.2031 10.431 9.4948 9.38309 10.5075 9.76618 28.4565 12.4437 9.17739 8.91676 8.25922 threshold=0 0 1 1 4 1 1 0 2 1 0 2 1 1 0 1 0 3 0 3 1 0 0 0 0 0 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=4 7 -3 10 -1 13 -5 12 18 -8 -4 -10 -2 16 -11 28 -6 -13 -7 -19 -15 -16 23 24 25 26 29 -26 -14 -21 right_child=1 2 3 6 5 8 9 -9 11 14 -12 17 15 20 21 -17 -18 19 -20 22 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_parent=4 12 2 10 6 16 18 9 7 11 14 10 17 28 20 21 15 16 19 18 29 20 21 22 23 27 25 26 27 28 29 leaf_value=0.112722 0.0871055 -0.0186043 0.205996 0.140799 0.0957784 0.035018 0.088606 -0.0441948 0.0277079 -0.0178447 0.071856 0.022128 0.0238665 0.0289329 0.0184186 0.0150416 -0.00213934 0.0150924 -0.0439371 -0.0064108 -0.0258433 0.0806152 -0.0517273 -0.0474622 -0.00662773 0.0063153 -0.052402 -0.0440736 -0.0327736 -0.0390666 leaf_count=116 139 1027 183 154 160 357 315 2940 274 602 145 163 159 205 343 613 134 158 123 735 1378 197 6593 9562 359 936 1704 6999 1329 904 internal_value=0 -0.0628323 0.312428 0.572267 -0.388148 -0.394706 0.383796 -0.283218 -0.416471 0.274997 1.47506 -0.42664 -0.0776022 -0.0709469 0.101327 -0.142958 0.515524 -0.433719 0.151157 -0.437809 -0.187252 0.411964 -0.441401 -0.417915 -0.371834 -0.284731 -0.38515 -0.422377 -0.265755 -0.243392 internal_count=39006 8146 2966 1939 30860 30744 1611 5180 28867 1457 328 28387 2240 1877 1142 2101 294 28113 480 27950 1583 540 27792 21199 11637 4279 3343 7358 1488 1639 Tree=16 num_leaves=31 split_feature=75 75 77 74 74 15 24 74 74 77 74 37 82 25 46 41 77 75 87 24 67 38 14 31 75 13 37 68 47 75 split_gain=1696.45 888.253 579.14 377.683 325.088 235.484 211.933 188.34 172.476 156.899 126.533 154.981 97.0729 94.9052 85.8114 81.737 79.2314 77.6837 76.6733 74.9011 68.2948 62.3037 52.7287 52.6706 51.267 50.8547 48.0869 43.7787 40.2334 36.1488 threshold=0 1 1 0 1 0 0 0 2 2 0 0 1 0 2 0 1 2 0 1 4 2 0 1 3 0 1 2 0 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 7 12 9 -5 8 10 16 -6 -4 11 28 -1 -12 -11 22 -2 -8 19 23 -16 -22 -9 -14 -19 27 -13 -23 -3 -26 right_child=1 6 3 4 5 -7 17 15 -10 14 13 26 18 -15 20 -17 -18 24 -20 -21 21 25 -24 -25 29 -27 -28 -29 -30 -31 leaf_parent=12 16 28 9 4 8 5 17 22 8 14 13 26 23 13 20 15 16 24 18 19 21 27 22 23 29 25 26 27 28 29 leaf_value=0.2349 0.110361 0.160275 0.145501 -0.00781241 0.0265903 0.0218464 0.0403612 0.164621 0.238691 0.113387 0.263056 0.135909 0.324533 0.0872699 0.140061 0.0139389 -0.0141149 0.054074 -0.00489581 0.0761504 0.0577945 0.116294 0.0256474 0.141592 0.0718346 -0.049272 0.251422 -0.0292276 0.0365145 0.196636 leaf_count=244 249 174 218 3352 262 832 626 617 580 183 1109 216 101 153 113 388 3004 234 305 545 352 106 165 178 124 11405 485 11765 451 470 internal_value=0 0.964865 -0.13519 -0.207554 0.344703 1.10171 1.64498 0.252694 1.83419 -0.328655 1.99134 1.52741 1.2096 2.43647 -0.347647 0.988305 -0.0331115 0.992684 0.929244 1.25064 -0.360285 -0.36882 1.37242 2.08483 1.39802 -0.383373 2.15911 -0.278948 0.709678 1.70832 internal_count=39006 8465 30541 29168 5026 1674 4042 4423 842 24142 2588 1326 1373 1262 23924 1170 3253 1454 1129 824 23741 23628 782 279 828 23276 701 11871 625 594 Tree=17 num_leaves=31 split_feature=7 35 35 7 12 7 0 61 61 61 61 35 7 35 91 35 15 74 10 36 61 0 31 25 63 61 87 61 24 35 split_gain=907.098 644.257 411.529 310.247 216.73 177.264 150.203 109.283 83.5663 76.186 94.278 70.1425 69.3276 66.1623 54.8563 47.8987 47.9543 43.679 42.8647 29.9992 28.1256 25.4046 24.4003 21.9839 23.4604 21.5883 20.1395 21.5942 22.2184 19.1213 threshold=0 0 1 1 5 2 5 0 1 2 3 0 3 1 0 2 1 0 0 1 0 3 0 0 0 4 0 1 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=4 7 20 19 -1 18 -6 -2 -9 -10 -11 21 22 -13 -12 -15 -17 -14 29 -4 -3 -8 -7 24 -21 -16 27 -22 -29 -5 right_child=1 2 3 5 6 12 11 8 9 10 14 13 17 15 25 16 -18 -19 -20 23 26 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=4 7 20 19 29 6 22 21 8 9 10 14 13 17 15 25 16 16 17 18 24 27 21 22 23 24 25 26 28 28 29 leaf_value=0.250722 -0.0404352 -0.0297668 -0.0142928 0.0773882 0.161922 0.19332 0.0285379 -0.0235636 -0.0114419 -0.00952734 0.0687009 -0.0346609 0.282513 -0.0110439 0.0941303 0.149664 0.0252253 0.183325 -0.006407 0.136239 0.00253065 -0.0453331 0.064223 -0.00145222 0.0461517 0.210736 -0.0185229 0.0284793 0.141139 0.172287 leaf_count=110 2910 665 278 187 185 156 234 1342 676 392 413 3587 786 1198 104 191 504 248 158 269 241 22538 117 155 271 269 271 159 189 203 internal_value=0 0.410214 1.03371 1.48813 -0.360543 1.97124 -0.374394 -0.0771144 0.203491 0.500505 0.824665 -0.38827 2.36593 -0.160065 1.23415 0.16904 0.608634 2.59758 0.925196 0.475529 0.0601521 -0.445272 1.40585 0.712326 0.916511 1.81307 0.325685 0.557666 0.904773 1.29358 internal_count=39006 10459 4353 2828 28547 1855 28437 6106 3196 1854 1178 28252 1307 5480 786 1893 695 1034 548 973 1525 22772 273 695 540 373 860 589 348 390 Tree=18 num_leaves=31 split_feature=35 24 34 35 16 46 54 84 77 16 78 36 36 13 6 33 59 36 13 59 33 16 16 34 7 86 7 10 13 34 split_gain=78.0208 56.7048 45.5531 24.0214 19.3184 17.9929 14.1014 13.1628 12.9536 11.31 10.3647 9.32455 8.93027 8.62623 9.45525 8.45423 7.41143 7.29767 6.37934 5.21939 5.19231 5.16402 5.41235 5.75844 4.8334 5.45826 4.22067 4.12963 4.12226 4.10555 threshold=0 0 0 1 3 1 1 0 3 4 1 1 1 0 2 0 1 1 0 0 1 1 2 0 0 1 2 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=4 2 3 11 -1 12 -5 16 -7 -10 15 -2 -6 14 -11 -3 -8 -16 26 -18 -13 27 23 -23 -4 -26 -12 -19 -20 -14 right_child=1 10 24 6 5 8 7 -9 9 13 18 20 29 -15 17 -17 19 21 28 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=4 11 15 24 6 12 8 16 7 9 14 26 20 29 13 17 15 19 27 28 19 20 23 22 23 25 25 26 27 28 29 leaf_value=0.0338521 0.0310814 -0.0265391 -0.0471949 0.076628 0.0304887 0.0339929 0.0586106 0.0776149 0.027857 0.00948955 0.000609368 0.0202386 -0.0155064 -0.0515178 -0.0281215 0.0434583 0.0131253 -0.0199575 -0.0333538 -0.0309199 -0.0235919 0.0128666 -0.0475871 -0.05554 0.0298964 -0.0317043 -0.0335046 -0.0508293 -0.0523977 -0.0473191 leaf_count=170 238 251 966 283 174 108 157 187 111 183 219 162 669 12318 1461 140 884 706 887 164 1010 163 12219 115 101 344 1788 360 2146 323 internal_value=0 -0.206507 -0.0183047 0.130142 -0.44536 -0.450037 0.310502 0.217561 -0.462341 -0.465559 -0.369636 -0.0895902 -0.170801 -0.468602 -0.431381 -0.0112639 0.132338 -0.437877 -0.398867 0.0642562 -0.174818 -0.454928 -0.468444 -0.146869 -0.376127 -0.175533 -0.297399 -0.299868 -0.467594 -0.255741 internal_count=39006 9927 4496 3085 29079 28909 1675 1392 27743 27635 5431 1410 1166 27524 15206 391 1205 15023 5040 1048 1172 13563 12497 278 1411 445 2007 1066 3033 992 Tree=19 num_leaves=31 split_feature=24 14 13 19 14 71 13 85 85 47 41 71 41 19 7 85 53 41 31 23 74 71 47 53 54 7 47 25 28 85 split_gain=2008.14 1011.46 761.009 403.086 390.726 330.158 286.288 172.634 142.155 134.409 130.959 126.456 125.347 105.377 95.6489 85.6448 78.5115 78.2648 75.8169 74.3776 65.0523 64.4504 62.5947 62.0167 57.8243 56.9352 54.3759 50.7122 46.9611 46.6497 threshold=0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 2 1 0 1 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 8 4 6 7 16 10 -2 -1 15 25 -7 -6 -5 17 -8 29 26 22 -13 23 -21 -11 -10 28 -4 -9 -17 -24 -3 right_child=2 5 3 13 12 11 9 14 20 18 -12 19 -14 -15 -16 27 -18 -19 -20 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=8 7 29 25 13 12 11 15 26 23 22 10 19 12 13 14 27 16 17 18 21 20 21 28 23 24 25 26 27 28 29 leaf_value=-0.0452523 -0.0249082 0.0315218 0.132512 0.0824845 0.129703 0.0616562 0.173956 0.0381189 0.0706427 0.142869 0.0113861 0.116457 0.0297073 -0.00873457 -0.020821 0.113632 -0.0238908 0.000464307 0.121432 0.0930915 -0.0422009 0.236867 -0.00524307 -0.0153856 0.207066 0.0444172 0.122727 0.00395393 0.172538 0.118776 leaf_count=10933 3150 774 1307 1375 2155 554 1018 503 962 908 842 512 705 954 713 1913 885 544 786 152 761 676 106 690 2882 429 1078 218 146 375 internal_value=0 -0.00586584 0.977573 1.26846 0.476264 0.886281 1.42207 0.130934 -0.334642 1.5916 0.811877 1.46744 1.06672 0.473842 0.506654 1.26905 0.274489 0.726725 1.78401 1.77952 0.143943 2.12665 1.88212 0.374759 2.00141 1.12367 0.959879 1.04411 1.09 0.612542 internal_count=39006 17274 21732 12884 8848 3928 10555 5988 13346 7977 2578 1894 2860 2329 2838 3149 2034 2125 4828 1340 2413 828 4042 1652 3134 1736 1581 2131 252 1149 Tree=20 num_leaves=31 split_feature=85 14 59 66 14 91 63 7 91 24 24 25 38 33 13 33 7 59 24 66 23 24 23 66 74 47 66 31 54 47 split_gain=851.879 386.247 363.461 206.012 149.991 85.8549 63.9809 67.844 62.8582 61.6749 51.9601 51.7243 42.3874 39.2365 38.393 32.7328 32.291 33.1294 31.8813 30.3698 29.3665 29.1612 27.8597 27.5684 27.3782 44.2689 41.2028 43.6422 26.6266 25.7604 threshold=0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 4 2 1 1 0 6 1 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 9 3 11 21 6 12 18 10 -1 20 13 15 14 -2 -5 17 -11 -8 28 -6 -3 -20 -21 25 -12 -26 -28 -14 -24 right_child=2 4 -4 5 8 -7 7 -9 -10 16 24 -13 19 -15 -16 -17 -18 -19 22 23 -22 -23 29 -25 26 -27 27 -29 -30 -31 leaf_parent=9 14 21 2 15 20 5 18 7 8 17 25 11 28 13 14 15 16 17 22 23 20 21 29 23 26 25 27 27 28 29 leaf_value=-0.050787 0.072808 -0.0401783 -0.0254347 0.0159325 0.070054 -0.0174964 0.0191105 0.00657234 -0.0147134 0.00138636 0.174471 0.016789 0.147791 0.0457683 0.118448 0.145201 -0.0451159 -0.0496061 0.161969 0.0356163 -0.00468632 0.00815925 0.0146192 -0.0165619 0.118499 0.0476542 0.147209 0.0245667 0.0368935 0.0966323 leaf_count=10991 1096 1428 3183 154 393 1244 288 656 620 2929 275 391 103 531 2930 227 2021 876 238 794 695 1173 197 1293 468 203 135 862 1144 1468 internal_value=0 -0.209491 0.458695 0.609809 0.25104 0.382328 0.476376 0.712718 0.523687 -0.400418 0.64291 0.935186 0.283222 0.994048 1.06282 0.958367 -0.215584 -0.0955139 0.879082 0.201818 0.245875 -0.176272 0.971508 0.0371113 0.839017 1.25642 0.69218 0.439169 0.469724 0.874265 internal_count=39006 23069 15937 12754 6252 7806 6562 2847 3651 16817 3031 4948 3715 4557 4026 381 5826 3805 2191 3334 1088 2601 1903 2087 1943 478 1465 997 1247 1665 Tree=21 num_leaves=31 split_feature=66 24 25 10 14 17 14 24 41 13 25 85 66 78 14 88 23 85 85 7 10 61 23 85 91 23 32 65 34 53 split_gain=137.355 129.863 157.149 84.7689 50.7388 48.9533 40.2836 29.9616 26.5268 24.4885 21.539 33.5443 36.8355 20.4136 15.8125 15.3318 14.7309 13.3941 14.3583 12.8233 14.965 12.5626 12.2339 11.9206 11.8992 10.9993 10.7743 10.603 10.5859 9.30643 threshold=0 0 0 0 0 0 1 1 0 0 0 0 1 3 2 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 8 5 17 7 -6 -4 21 13 22 29 -13 -2 -8 19 23 -1 -19 20 25 24 -11 26 -3 -10 -16 -14 -7 -12 right_child=9 2 3 -5 6 28 14 -9 15 10 11 12 27 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=17 13 24 7 3 6 28 14 7 25 22 29 12 27 13 26 15 16 18 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0520353 0.0209472 0.0393756 0.0778666 -0.0232978 -0.0434344 0.0680654 -0.0124658 0.179689 0.0767653 -0.0265048 0.0150244 0.121465 0.0368598 -0.050998 0.133737 -0.02756 -0.0149442 -0.052647 0.0111521 -0.00790077 -0.030085 -0.0327653 -0.0454239 0.0251262 -0.0127009 0.0174894 0.0449461 -0.0325176 -0.0233607 -0.0496759 leaf_count=5171 200 220 179 315 791 145 337 329 458 2748 133 151 190 13682 159 318 138 368 400 334 122 1786 5813 189 2844 236 111 276 102 761 internal_value=0 -0.15162 0.0565509 0.789042 -0.369836 1.12892 -0.0286471 1.45845 -0.0900885 -0.433914 -0.346477 -0.0938463 0.30163 -0.498435 0.270308 0.174572 0.479668 -0.476386 -0.189951 0.292441 0.443201 -0.17231 -0.392736 0.667024 -0.0853593 0.566683 0.964758 -0.027913 0.317759 -0.391197 internal_count=39006 15052 7388 1070 7664 755 1725 508 6318 23954 10072 1511 617 13882 934 1468 597 5939 768 1150 816 4850 8561 459 3064 694 270 466 247 894 Tree=22 num_leaves=31 split_feature=33 33 33 85 33 43 59 53 38 43 35 53 23 14 17 14 66 63 47 7 69 23 53 24 61 63 23 90 7 91 split_gain=943.086 1254.65 872.626 403.505 249.48 89.2379 19.0711 14.2807 9.27731 10.113 2.79209 2.75129 7.0729 1.00739 0.868962 0.344584 0.575403 0.215742 0.459372 0.213391 0.466214 0.211172 0.382142 1.28087 0.187127 0.3863 0.179488 0.176959 0.153131 0.138874 threshold=0 1 2 0 3 0 0 0 1 0 0 0 0 0 0 1 1 4 1 0 0 0 0 0 0 0 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=17 15 11 4 7 6 10 -4 -5 -10 13 12 -3 14 26 16 -2 18 -1 -18 -21 22 23 -17 25 -14 29 -28 -16 -6 right_child=1 2 3 8 5 -7 -8 -9 9 -11 -12 -13 24 -15 28 21 19 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=18 16 12 7 8 29 5 6 7 9 9 10 11 25 13 28 23 19 17 18 20 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.0379756 -0.0343351 0.0118677 0.0549385 -0.0538394 0.229268 0.0603901 0.14671 -0.0471066 0.0350953 -0.0510953 0.204689 -0.0548647 -0.0355263 0.23655 0.211017 -0.0296875 -0.0554778 -0.0551879 -0.0554286 -0.0344887 -0.0554526 -0.0550028 -0.0547723 -0.0541286 -0.055551 -0.0555347 0.223473 0.231511 0.220266 0.221275 leaf_count=129 130 127 109 239 109 156 110 196 185 109 176 1028 108 336 106 161 342 28728 251 103 137 3569 865 405 182 105 102 432 111 160 internal_value=0 0.252516 1.03743 1.60402 1.9064 2.10497 2.20812 -0.0751032 -0.198115 0.0581425 2.25585 -0.475986 -0.339393 2.28222 2.25533 -0.533276 -0.484633 -0.551139 -0.49482 -0.516606 -0.462789 -0.540245 -0.515969 -0.468849 -0.499803 -0.452685 2.28145 2.29985 2.15749 2.24511 internal_count=39006 9898 4186 2636 2103 1798 1642 305 533 294 1532 1550 522 1356 1020 5712 712 29108 380 582 240 5000 1431 566 395 213 803 534 217 269 Tree=23 num_leaves=31 split_feature=25 10 10 10 59 59 24 10 41 59 59 59 41 10 3 10 59 24 41 41 41 59 59 41 59 3 74 10 59 10 split_gain=4670.94 1791.12 842.321 406.794 400.445 475.721 399.938 261.924 259.482 232.169 205.13 160.204 122.915 106.926 97.346 86.5608 213.062 72.8986 72.159 69.6342 74.3137 63.4122 63.3337 60.7985 56.2888 51.5458 50.2098 40.9382 60.257 51.6768 threshold=0 0 1 2 0 1 0 3 0 0 2 1 1 4 0 0 0 1 2 0 1 0 1 2 3 0 0 1 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 9 21 19 -6 15 -5 14 -3 -7 -11 25 -9 -8 16 -2 -16 -14 -1 -21 -4 -18 -22 -12 -10 -15 28 -17 -29 right_child=6 2 3 7 5 10 8 13 12 11 24 -13 18 26 17 27 22 -19 -20 20 23 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=19 16 9 21 7 5 10 14 13 25 11 24 11 18 26 17 28 22 17 18 20 23 21 22 23 24 25 26 29 28 29 leaf_value=-0.0495512 0.0727826 -0.0381542 -0.0291543 0.00513644 -0.0307955 0.00861898 -0.011068 0.0682731 0.0326293 -0.010189 0.0572586 0.169785 0.109841 0.225383 0.193396 0.0593913 0.084883 0.0084802 0.214147 -0.034036 -0.00119034 0.0892692 0.221011 0.122593 0.203609 0.148756 0.137191 0.135286 0.200497 0.23081 leaf_count=17368 710 2323 581 370 2346 484 844 218 413 448 136 397 344 1695 206 122 140 164 877 2540 584 330 1019 278 598 253 244 191 461 2322 internal_value=0 0.0174109 0.93437 1.52741 -0.301151 0.362019 1.67989 1.84951 1.08872 0.0359743 1.29788 0.920534 1.51897 2.03962 0.303208 1.96986 1.64894 1.16883 1.86071 -0.433841 -0.136074 0.201252 2.07194 0.423052 1.83269 0.793923 2.15334 2.14218 1.72152 2.23773 internal_count=39006 30940 6606 3438 24334 3564 8066 2527 3101 3168 1218 845 1887 2157 1214 4965 1869 370 1221 20770 3402 911 1159 862 734 666 1939 3096 583 2513 Tree=24 num_leaves=31 split_feature=84 31 31 38 49 22 33 33 49 10 22 14 19 75 41 59 84 31 21 84 65 74 19 90 31 85 13 61 85 67 split_gain=133.089 123.417 62.8339 51.504 42.4249 36.024 33.8247 27.5841 26.8729 22.3217 20.7209 19.7772 14.7703 14.6875 16.5351 13.4226 13.3188 12.6637 11.5132 10.89 10.5352 15.4219 9.45364 8.33939 8.18239 8.12444 13.791 7.63321 7.31481 10.6176 threshold=0 0 1 4 1 1 0 1 2 1 2 0 0 0 1 0 1 2 0 1 0 0 0 2 3 4 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 5 27 -1 9 -2 13 17 -6 18 -10 16 23 22 -15 -9 -7 -8 -5 -19 -16 -22 -4 -12 -11 26 -25 -3 -14 -30 right_child=1 2 6 4 8 11 7 15 10 24 12 -13 28 14 20 -17 -18 19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_parent=3 5 27 22 18 8 16 17 15 10 24 23 11 28 14 20 15 16 19 18 19 21 21 22 26 24 25 26 27 29 29 leaf_value=0.0985673 0.0595221 0.00794353 -0.0101363 0.0846238 0.0102496 -0.0267323 -0.00186656 0.207663 0.0196526 0.0426745 0.012957 -0.0444122 -0.0369837 0.127069 0.00158423 0.103203 0.0131862 0.0485915 -0.00129854 0.138001 0.111841 0.00891363 0.0427678 0.0443324 -0.0216603 -0.0458762 -0.0405591 -0.0323663 0.0406441 -0.0234584 leaf_count=116 225 417 425 163 497 1487 116 114 272 111 136 2831 2751 128 209 123 606 162 134 108 156 127 276 142 1468 23292 363 602 153 1296 internal_value=0 -0.0498961 0.308615 -0.380413 -0.387074 -0.271636 0.535542 0.956125 -0.409912 -0.0572382 -0.419868 -0.31496 -0.426374 0.334073 0.577481 1.54527 -0.147353 0.593981 0.480168 0.852138 0.392883 0.666709 0.110504 -0.449005 -0.171125 -0.452324 -0.160121 -0.158097 -0.298731 -0.165137 internal_count=39006 8112 2963 30894 30778 5149 1944 623 28902 1876 28405 4924 28133 1321 620 237 2093 386 297 270 492 283 701 23933 1579 23797 505 1019 4200 1449 Tree=25 num_leaves=31 split_feature=75 29 75 77 29 89 19 74 74 77 19 41 19 46 19 37 7 85 24 41 24 25 74 24 46 89 74 77 37 47 split_gain=1423.36 655.376 644.029 400.706 165.486 164.945 155.346 151.935 131.714 123.881 105.527 102.289 100.27 91.8948 91.4793 74.1924 69.7982 67.6691 65.5522 62.7425 52.0834 51.6738 50.9153 50.5995 49.5966 47.8584 46.5121 44.4074 43.9047 37.1853 threshold=0 1 1 1 1 4 0 0 0 2 0 0 0 2 1 0 1 0 0 0 1 0 1 0 1 2 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 8 4 16 -2 -5 7 23 20 -7 27 26 13 -11 -14 -8 -3 19 21 -16 -1 -12 -10 29 -15 -26 -9 -6 -17 -4 right_child=2 3 6 5 10 9 15 11 22 12 18 -13 14 24 17 28 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=20 4 16 29 5 27 9 15 26 22 13 21 11 14 24 19 28 16 17 18 19 20 21 22 23 25 25 26 27 28 29 leaf_value=0.126712 0.156784 0.177452 0.148704 0.255464 0.0886325 0.106749 0.111004 0.106315 0.0590241 0.108366 0.163535 0.0132574 -0.0199821 0.0185634 0.158323 0.135563 0.0641338 -0.00930636 0.0153256 0.0218739 -0.00683936 -0.000337 0.184859 -0.00943183 0.0709029 -0.0409449 0.211393 -0.0185451 0.213784 0.044434 leaf_count=204 324 280 209 100 171 273 556 211 174 193 364 177 2860 796 393 345 992 514 540 304 445 130 636 465 203 22215 502 2867 1153 410 internal_value=0 -0.125566 0.857778 -0.211054 0.239516 -0.276122 1.38799 0.988695 1.18047 -0.287314 0.102161 1.5359 -0.304946 -0.364005 0.0267101 1.75584 0.906735 0.548592 0.701592 0.998868 0.380018 1.25408 1.63677 0.441204 -0.378614 -0.399046 1.82327 -0.112004 1.96453 0.813921 internal_count=39006 30582 8424 29123 4396 27851 4028 1974 1459 27751 4072 890 27478 23407 4071 2054 1272 1211 1034 697 649 494 810 1084 23214 22418 713 3038 1498 619 Tree=26 num_leaves=31 split_feature=35 35 35 0 19 61 7 61 57 61 35 10 61 61 75 66 61 61 61 61 61 61 61 61 79 61 61 14 61 59 split_gain=812.967 610.924 313.802 210.441 164.486 103.119 102.198 86.8207 72.4074 70.3066 70.0978 67.1405 62.3893 67.4667 60.6459 49.624 48.3584 46.1722 38.3826 34.8372 32.9739 35.2376 38.6405 42.2626 30.9914 28.0301 25.5781 36.3089 35.9188 45.0495 threshold=0 1 2 3 0 0 0 0 1 1 3 0 2 3 0 0 1 0 0 4 1 2 3 4 0 1 2 0 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 18 7 8 10 -5 25 -3 -1 -8 -4 15 -11 -14 17 -9 -17 -6 -2 -15 -20 -22 -23 -24 -12 -7 -27 28 -28 -30 right_child=1 2 4 5 14 6 9 11 -10 12 24 -13 13 19 -16 16 -18 -19 20 -21 21 22 23 -25 -26 26 27 -29 29 -31 leaf_parent=8 18 7 10 5 17 25 9 15 8 12 24 11 13 19 14 16 16 17 20 19 21 22 23 23 24 26 28 27 29 29 leaf_value=0.247056 -0.0389296 -0.0175605 0.100051 -0.0484546 0.0130098 -0.0478177 -0.0279143 -0.01673 0.0548933 -0.0172111 0.202561 -0.010464 -0.00893012 0.0345019 0.00481526 0.0514892 0.169835 0.152771 -0.0295669 0.130677 -0.0195854 -0.00532926 -0.00404313 0.142275 0.096341 -0.0404319 -0.0233436 -0.0340378 0.19776 0.0337716 leaf_count=109 2699 1148 461 17372 135 4120 1311 133 293 655 1037 392 403 248 462 258 376 299 1069 502 564 323 147 273 122 1899 470 1080 107 539 internal_value=0 0.392399 0.891163 -0.343761 1.3443 -0.369394 -0.199821 0.276517 1.18519 0.137701 1.69611 0.678141 0.404682 0.685561 0.623385 1.01688 1.254 1.11906 -0.195996 1.02176 0.0119151 0.244897 0.550259 0.964204 1.92732 -0.341591 -0.205145 -0.0344635 0.258466 0.611248 internal_count=39006 9898 4823 29108 2516 28706 11334 2307 402 3119 1620 1159 1808 1153 896 767 634 434 5075 750 2376 1307 743 420 1159 8215 4095 2196 1116 646 Tree=27 num_leaves=31 split_feature=35 24 3 39 35 36 46 54 59 78 53 6 39 63 14 3 6 16 16 54 41 33 31 10 24 75 35 14 24 36 split_gain=71.2327 46.7177 35.013 20.5685 18.9866 17.9418 14.7458 14.0256 11.9587 10.0407 11.4412 8.62791 7.57213 7.23815 6.87665 9.88613 9.01175 7.34287 7.26656 8.80507 6.58586 6.40378 5.61388 5.30981 5.49401 5.21664 11.9408 5.90779 5.08793 4.60326 threshold=0 0 0 0 1 1 1 1 1 1 0 2 0 2 0 0 1 2 1 2 0 1 0 0 0 0 2 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 2 4 5 12 6 -1 22 -9 10 -3 -7 21 -10 15 16 -13 -18 23 -20 25 -2 -6 24 -19 27 -27 -15 29 -11 right_child=1 9 -4 -5 7 11 -8 8 13 28 -12 14 -14 20 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=6 21 10 2 3 22 11 6 8 13 29 10 16 12 27 14 15 17 24 19 19 20 21 22 23 24 26 26 27 28 29 leaf_value=0.0609855 0.0389134 0.0587615 -0.0369174 -0.050728 0.0942337 0.00760338 -0.0211702 0.0670461 0.059968 -0.00552234 -0.027279 0.00412202 -0.0382094 0.00903108 -0.0508601 -0.0502429 0.0110838 0.0232702 0.0243218 -0.0407567 -0.0344494 -0.00906356 0.0331731 -0.0486415 -0.0295018 -0.0136847 0.0756503 -0.0446108 -0.0458609 -0.0352934 leaf_count=117 167 115 1334 13954 165 196 1471 186 119 351 264 329 423 483 3459 2954 175 230 115 5744 224 844 134 170 187 146 164 134 2837 1815 internal_value=0 -0.207702 -0.0381608 -0.439715 0.0859236 -0.379477 -0.14382 0.240649 0.147915 -0.361411 -0.00140476 -0.407974 -0.111992 0.0681172 -0.415453 -0.384001 -0.336428 -0.35549 -0.368703 -0.394396 0.013387 -0.00894043 0.675289 -0.124658 0.00830958 0.0949677 0.336733 -0.0224931 -0.391074 -0.304347 internal_count=39006 9905 4523 29101 3189 15147 1588 1755 1456 5382 379 13559 1434 1270 13363 9904 6950 6621 6446 5859 1151 1011 299 587 417 927 310 617 5003 2166 Tree=28 num_leaves=31 split_feature=39 14 13 85 14 25 14 19 85 59 35 14 31 25 59 59 47 39 13 19 32 25 14 21 53 2 23 65 54 28 split_gain=1768.28 761.009 523.436 319.915 274.401 223.659 210.264 177.158 164.151 114.556 102.804 95.2949 78.3726 75.4541 70.15 67.9673 66.5617 61.7209 61.3205 56.3328 53.769 52.1122 51.9979 51.0993 44.2129 44.205 40.3736 40.3052 39.5699 41.8768 threshold=0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 1 0 0 1 2 0 0 0 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 4 -1 8 7 15 16 -2 10 23 24 -9 19 -10 25 20 -7 27 26 -4 -19 -13 -5 -6 -3 -8 -18 29 -20 right_child=2 6 5 9 11 17 13 12 14 -11 -12 22 -14 -15 -16 -17 18 21 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=3 8 25 20 23 24 17 26 12 14 9 10 22 12 13 14 15 27 21 29 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0440888 -0.0275193 0.0584752 0.088523 0.0787631 0.083939 -0.0206131 0.16643 0.0949046 0.0836121 -0.0379166 -0.0238811 0.062809 0.00393276 -0.00791362 -0.0270634 -0.0442703 0.122208 0.107552 -0.0106284 0.0299786 0.133967 0.00224773 0.143385 0.00148852 -0.010852 -0.0492701 0.108927 0.023857 0.159437 0.134851 leaf_count=11395 2794 1167 1606 1991 439 576 532 1007 1201 1121 864 407 626 280 370 628 647 565 124 258 2071 360 1023 508 434 235 1579 222 3759 217 internal_value=0 0.054097 0.941445 -0.214707 0.446114 1.15793 0.73477 1.24119 0.0840481 0.259652 0.445924 0.956612 0.639002 1.05977 0.610134 0.185342 1.33692 0.36718 1.46625 1.14932 1.14284 0.699847 1.2264 0.64735 0.383209 0.432617 1.24599 0.990213 1.5472 0.930343 internal_count=39006 20558 18448 15879 6668 11780 4679 10279 4365 4484 3363 2303 1633 2649 1571 2030 8646 1501 4969 2369 3677 925 1430 2499 873 1402 2111 869 4100 341 Tree=29 num_leaves=31 split_feature=85 14 59 66 14 63 39 7 13 91 25 42 39 28 70 85 24 39 47 23 24 8 15 82 66 59 39 13 84 33 split_gain=747.389 356.908 295.004 152.802 130.028 78.7382 69.2096 66.5506 57.1011 55.577 45.1182 40.026 42.2341 46.4725 38.5682 37.2402 34.5847 32.3569 28.8782 26.8549 26.5585 23.4437 22.4024 20.9314 19.7163 19.9952 19.6287 21.9055 22.0189 21.2358 threshold=0 0 0 0 1 0 0 0 0 0 0 1 0 1 1 1 0 1 0 0 0 13 0 1 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 6 3 10 20 11 -1 14 -8 16 18 -5 -13 15 22 -14 19 -10 26 -6 -3 -18 -7 -16 25 -4 27 28 -2 -28 right_child=2 4 24 5 9 7 8 -9 17 -11 -12 12 13 -15 23 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_parent=6 28 20 25 11 19 22 8 7 17 9 10 12 15 13 23 15 21 17 18 19 20 21 22 23 24 25 29 27 28 29 leaf_value=-0.0501278 0.00366368 -0.0392688 0.0374033 0.0721854 0.0680577 0.154905 -0.0417426 0.00209993 -0.0303268 -0.0157401 0.0100506 -0.0232595 0.195908 0.0153589 -0.0311482 0.0252043 0.154061 0.0236785 0.0616843 -0.002714 0.00717287 0.0678353 0.05796 0.0672641 -0.0338011 -0.0479094 0.112538 0.100954 0.0986837 0.0514474 leaf_count=11363 297 1439 478 517 392 308 2794 813 912 623 393 1370 109 2461 101 112 117 1714 1390 688 1182 1812 140 1897 2464 227 2018 454 164 257 internal_value=0 -0.201905 0.420883 0.548896 0.23416 0.353547 -0.392717 0.597251 -0.179057 0.480159 0.81592 0.162561 0.0871046 0.245185 0.752631 1.15251 0.587494 0.0592324 0.866878 0.261801 -0.170675 0.740258 1.26892 0.625026 -0.237801 0.107798 0.966848 0.713728 0.382297 1.06081 internal_count=39006 23036 15970 12801 6253 7828 16783 3259 5420 3632 4973 4569 4052 2682 2446 221 3009 2626 4580 1080 2621 1929 448 1998 3169 705 3190 915 461 2275 Tree=30 num_leaves=31 split_feature=66 24 25 3 14 14 17 39 78 25 85 66 25 41 84 61 88 61 10 85 23 10 91 52 7 71 85 85 53 65 split_gain=139.448 125.289 149.777 75.2977 54.0436 39.6791 33.5097 24.2343 31.215 22.3153 32.2613 26.1108 20.7789 18.8017 17.0057 13.9904 12.5095 11.1942 10.6203 10.5185 10.3969 10.3535 10.3018 12.8753 9.91843 10.321 9.79441 9.71371 9.06005 8.33827 threshold=0 0 0 0 0 1 0 0 3 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 13 6 26 -6 14 -2 -9 20 28 -12 17 15 19 22 18 -7 24 -4 -10 -5 -3 -24 25 -15 -1 -28 -11 -13 right_child=7 2 3 21 5 12 -8 8 9 10 11 29 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_parent=26 7 22 19 21 5 17 6 8 20 28 11 29 12 25 14 15 16 17 18 19 20 21 23 23 24 25 27 27 28 29 leaf_value=-0.0513264 -0.0499578 0.0383757 0.0687877 0.0283718 -0.0419768 0.0302488 0.0359324 0.0830801 -0.0288204 0.00862036 0.103937 0.0348276 0.102129 0.0256161 0.185193 -0.0324403 -0.0273984 -0.0292479 -0.0271073 0.138478 -0.0462171 -0.0449789 0.0271931 -0.0168299 -0.00470872 0.0804684 -0.0506602 0.00292289 -0.0487969 -0.0290085 leaf_count=5208 13060 211 133 175 800 552 204 116 2831 185 150 191 155 442 170 1786 327 211 189 182 6327 207 386 2434 263 258 371 379 845 258 internal_value=0 -0.140933 0.0620738 0.753952 -0.361166 -0.00726106 1.10703 -0.429516 -0.346372 -0.36031 -0.106561 0.301385 0.287227 -0.0863833 1.3552 -0.157658 0.133337 0.138698 0.237775 1.1027 -0.407082 -0.0738978 -0.0651028 -0.104474 0.326949 0.4601 -0.474775 -0.224673 -0.376804 -0.00203607 internal_count=39006 15043 7367 1071 7676 1718 689 23963 10903 10787 1629 599 918 6296 485 4817 1479 763 1152 315 9158 382 3031 2820 963 700 5958 750 1030 449 Tree=31 num_leaves=31 split_feature=33 33 33 85 33 33 65 15 15 25 53 23 38 24 14 63 15 14 47 23 24 61 47 39 31 14 24 47 47 66 split_gain=891.626 1056.38 658.488 285.395 173.82 83.7913 23.315 13.9213 11.6259 4.35009 2.67803 5.43521 0.898519 0.853319 0.513772 0.440843 0.420044 0.708484 0.794965 0.652392 1.22223 0.398221 0.351353 0.261917 0.243678 0.393502 0.238558 0.147255 0.247173 0.112914 threshold=0 1 2 0 3 4 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 1 0 6 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=24 16 10 4 8 -6 9 -5 -4 13 11 -3 -9 -7 15 23 17 18 -2 20 -19 -16 -17 27 25 -1 -13 -15 -29 -25 right_child=1 2 3 7 5 6 -8 12 -10 -11 -12 26 -14 14 21 22 -18 19 -20 -21 -22 -23 -24 29 -26 -27 -28 28 -30 -31 leaf_parent=25 18 11 8 7 5 13 6 12 8 9 10 26 12 27 21 22 16 20 18 19 20 21 22 29 24 25 26 28 28 29 leaf_value=-0.0551807 -0.0513647 0.00573801 0.04385 0.0326194 0.0386233 0.201214 0.0996678 -0.0554801 -0.0464044 0.151557 -0.0544487 -0.0408175 -0.0328728 0.18964 0.19704 0.185087 -0.0543667 -0.029406 -0.0256019 -0.0541007 -0.0534134 0.18483 0.172083 0.188185 -0.0548745 -0.0418024 -0.0528442 0.186187 0.177886 0.195602 leaf_count=313 138 130 117 171 158 126 107 183 195 104 1016 155 197 142 199 108 3327 188 135 1600 327 113 108 112 28526 223 243 303 136 106 internal_value=0 0.236458 0.909652 1.34661 1.57282 1.71829 1.813 -0.173303 -0.0808987 1.85907 -0.468822 -0.334313 -0.432479 1.88064 1.86889 1.85148 -0.525751 -0.501469 -0.387212 -0.516595 -0.442771 1.9271 1.78688 1.86897 -0.547778 -0.496403 -0.480796 1.8513 1.83678 1.91725 internal_count=39006 9944 4229 2685 2134 1822 1664 551 312 1557 1544 528 380 1453 1327 1015 5715 2388 273 2115 515 312 216 799 29062 536 398 581 439 218 Tree=32 num_leaves=31 split_feature=25 10 10 59 59 85 10 59 10 59 10 59 59 13 10 41 41 39 41 59 59 41 59 32 59 59 59 19 75 10 split_gain=3577.94 1497.46 634.287 371.63 389.812 290.219 273.721 188.081 170.173 139.817 138.682 307.864 116.055 83.9154 77.6613 74.6642 68.8176 70.3935 75.7889 65.2527 64.9081 47.0883 46.8262 46.0984 40.1299 47.2349 34.7261 32.6789 41.6817 32.3713 threshold=0 0 1 0 1 0 2 0 3 2 0 0 1 0 4 0 0 0 1 2 1 0 0 0 0 1 2 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 7 16 -5 10 22 -3 -8 -6 11 15 -9 21 -10 -2 -1 18 -18 -13 -21 -7 -4 -17 -15 -26 -27 -16 -29 -12 right_child=5 2 6 4 9 13 8 12 14 -11 29 19 -14 24 27 23 17 -19 -20 20 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_parent=16 15 7 22 4 9 21 8 12 14 9 29 19 12 24 27 23 18 17 18 20 20 21 22 23 25 26 26 28 28 29 leaf_value=-0.0489506 -0.00209527 -0.0366475 -0.0227306 -0.029138 0.0117172 0.0552797 0.00814333 -0.0112896 0.0558523 0.153657 0.147344 0.0324688 0.139826 -0.00788334 0.186243 0.132463 -0.00864023 -0.0391179 0.110394 0.0922613 0.195725 0.144807 0.0775279 0.0164541 0.00225139 0.0333675 0.17376 0.179989 0.0593867 0.186987 leaf_count=17349 676 2334 584 2370 479 334 368 440 221 729 759 101 393 537 1571 378 915 2128 358 252 1179 539 331 197 226 102 150 177 162 2667 internal_value=0 0.012208 0.820687 -0.292035 0.335348 1.41094 1.29981 0.025367 1.54207 1.13473 1.57618 1.26346 0.792393 0.739026 1.67921 0.474735 -0.42595 -0.128906 0.288853 1.72475 1.81204 1.13919 0.212121 0.957108 0.332589 0.713647 1.22794 1.76843 1.28517 1.78754 internal_count=39006 30909 6581 24328 3578 8097 3414 3167 2499 1208 6209 2783 833 1888 2131 1251 20750 3401 1273 1532 1431 873 915 575 1015 478 252 1910 339 3426 Tree=33 num_leaves=31 split_feature=84 31 38 31 49 55 22 22 10 42 14 49 7 22 31 55 10 19 44 10 90 84 75 91 39 85 85 66 17 61 split_gain=119.998 106.997 51.0701 50.1641 39.4894 36.8408 32.9738 30.5158 29.8749 24.5526 20.2158 20.1422 18.2097 16.4556 16.3676 18.6621 14.6123 14.5146 13.6988 12.4369 10.3331 8.78262 8.72739 8.16509 8.37869 23.6259 8.87967 12.5754 8.02444 8.10663 threshold=0 0 4 1 1 1 1 2 1 1 0 2 0 1 0 1 1 0 1 1 2 1 0 0 0 4 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 6 -1 -3 14 12 -2 -6 -7 -10 19 28 -5 -11 -4 -16 -17 20 -19 -8 -13 -21 -15 24 25 -22 -27 -28 29 -9 right_child=1 3 4 5 7 8 10 11 9 13 -12 17 -14 22 15 16 -18 18 -20 21 23 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_parent=2 6 3 14 12 7 8 19 29 9 13 10 20 12 22 15 16 16 18 18 21 25 21 22 23 24 26 27 27 28 29 leaf_value=0.096986 0.0556393 -0.0150396 -0.0258338 0.148622 0.031142 0.0877981 0.032104 0.0554038 0.104886 0.0908004 -0.0444474 0.0197112 0.0447526 -0.0209392 0.0902145 0.0626222 -0.0152376 0.0233827 -0.0324851 -0.0311398 0.0531412 0.00449723 0.0196313 -0.052707 -0.0476835 -0.0431687 -0.000233016 -0.0375123 -0.0333211 -0.020745 leaf_count=112 218 1022 1026 198 297 343 258 180 127 100 2836 138 117 585 143 138 594 261 3918 1335 145 488 479 5501 8503 7238 687 1730 180 109 internal_value=0 -0.0545353 -0.371178 0.273286 -0.378167 0.469404 -0.267344 -0.401119 0.330584 0.16979 -0.310386 -0.409591 1.11246 0.0633301 -0.0607597 0.165871 0.0169916 -0.418421 -0.289576 -0.139802 -0.441407 -0.209183 -0.0199197 -0.445298 -0.421142 -0.373997 -0.389096 -0.26644 0.0470764 0.269773 internal_count=39006 8106 30900 2971 30788 1949 5135 28887 1634 1291 4917 28590 315 1164 1901 875 732 28121 4179 2081 23942 1823 1064 23804 18303 9800 9655 2417 469 289 Tree=34 num_leaves=31 split_feature=75 29 75 77 74 77 75 15 19 19 46 85 85 77 82 19 15 85 41 46 71 25 14 13 85 25 41 19 61 59 split_gain=1196.39 575.011 452.524 344.773 137.758 136.655 116.874 116.234 113.058 96.954 86.7773 68.3645 60.9804 59.3651 58.4914 57.4655 87.5519 56.8033 51.5716 49.2606 47.0491 44.7072 44.3805 37.3408 36.5668 41.9914 34.9722 34.3367 31.979 31.2292 threshold=0 1 1 1 0 2 2 0 0 1 2 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 7 4 14 11 -5 17 22 10 -10 -7 13 18 -2 -3 16 28 26 27 -12 21 -6 -1 -21 25 -16 -4 -11 -8 -17 right_child=2 3 6 5 20 8 15 -9 9 12 19 -13 -14 -15 24 29 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 13 14 26 5 21 10 28 7 9 27 19 11 12 13 25 29 16 17 18 23 20 21 22 23 24 25 26 27 28 29 leaf_value=0.160899 0.134955 0.160772 0.124348 0.108808 0.126391 0.10189 0.161285 0.0357022 -0.0180979 0.0911746 0.0185489 -0.0366482 -0.00451797 0.0126158 0.114119 0.181387 0.0330021 0.0182375 0.0269004 -0.0298868 0.0100469 0.00419073 0.0188097 -0.0492325 0.000537494 0.00161599 0.040626 0.215658 0.0594573 0.128583 leaf_count=677 165 225 602 276 676 186 564 704 2882 230 806 1537 521 1550 483 928 408 533 316 11618 306 178 103 10820 336 200 284 166 135 591 internal_value=0 -0.12 0.761985 -0.205885 0.239971 -0.269187 1.1755 1.03954 -0.289086 0.0592152 -0.354181 -0.0140615 0.573286 0.286157 0.807266 1.39171 1.06552 0.713395 0.967613 -0.369224 0.825198 1.05666 1.46724 -0.390593 0.576117 0.837309 1.00028 1.45108 1.43529 1.61278 internal_count=39006 30549 8457 29065 4412 27821 4045 1484 27545 4115 23430 3252 1233 1715 1244 2626 1107 1419 712 23244 1160 854 780 22438 1019 683 886 396 699 1519 Tree=35 num_leaves=31 split_feature=7 35 7 29 12 35 61 7 61 40 40 61 61 35 19 91 35 47 10 91 63 91 19 85 85 19 10 10 88 91 split_gain=767.668 438.817 240.079 143.767 142.992 138.188 97.203 85.3478 71.3663 66.3769 64.2019 50.2377 52.6121 46.5549 39.2877 33.3218 32.689 26.6831 26.5223 26.1339 25.3494 24.0532 22.0162 21.9878 20.6182 20.408 19.5178 17.8254 17.4974 15.4931 threshold=0 0 1 3 5 1 0 2 1 2 3 2 3 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 6 17 -1 -5 -4 -2 18 -8 21 -11 -10 -13 29 -9 28 -15 -3 25 -18 27 -6 -16 -23 -17 -7 -21 -19 -14 -12 right_child=1 2 5 4 9 7 8 14 11 10 13 12 15 16 22 24 19 20 -20 26 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=3 6 17 5 4 21 25 8 14 11 10 29 12 28 16 22 24 19 27 18 26 20 23 22 23 24 25 26 27 28 29 leaf_value=0.196291 -0.039107 -0.018797 0.0243504 0.161104 -0.00252162 0.128067 -0.0237409 0.181093 -0.00746465 0.0972534 -0.0477868 -0.00201093 0.090348 -0.0346109 0.154069 0.0837607 -0.0108769 0.0854769 -0.00579807 0.0877414 0.00434053 0.0235355 0.0615437 0.153619 0.17257 0.0331127 -0.0179805 0.00457755 0.00561336 -0.031733 leaf_count=105 2935 598 646 119 372 255 1327 949 672 175 18017 402 226 3411 178 174 1417 492 164 231 605 143 189 117 207 136 128 184 180 4252 internal_value=0 0.360003 0.823883 -0.343559 -0.355801 1.18653 -0.0641734 1.40437 0.191081 -0.370156 -0.388212 0.445694 0.680991 -0.397828 1.63182 0.946577 -0.204056 0.202396 0.7177 0.0287692 0.376536 0.360967 1.09746 0.874937 1.33562 0.96917 0.536109 0.656874 0.528614 -0.447138 internal_count=39006 10519 4396 28487 28382 2517 6123 1871 3188 28263 27631 1861 1189 27456 1316 787 5187 1879 555 1776 1281 632 367 260 381 391 359 676 406 22269 Tree=36 num_leaves=31 split_feature=7 35 24 39 35 70 36 10 16 47 13 10 14 46 84 36 16 41 19 37 36 87 36 39 68 66 54 70 24 1 split_gain=74.2496 36.9897 29.7513 26.3705 20.041 15.2286 11.888 11.7118 13.1372 11.3516 11.8183 8.54863 11.2674 9.9299 7.40686 9.59381 6.9755 6.50383 6.2781 19.7138 6.12767 6.03664 6.50304 5.90911 5.51876 5.49123 5.11607 4.86185 4.83841 4.81879 threshold=0 0 0 0 0 2 1 0 2 0 0 0 0 1 0 1 1 0 0 0 1 0 1 0 1 0 2 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 6 5 4 11 -3 -2 8 -7 -6 14 12 13 25 15 -11 28 21 20 -20 -10 22 -4 24 -8 -1 -18 -17 -15 -19 right_child=1 2 17 -5 9 7 23 -9 18 10 -12 -13 -14 16 -16 27 26 29 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 6 5 22 3 9 8 24 7 20 15 10 11 12 28 14 27 26 29 19 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0310842 -0.0112109 0.0933101 0.0310031 -0.0512578 -0.0368183 0.0859033 0.00963035 -0.0181201 0.0437137 0.060637 -0.0394591 -0.0502374 -0.0501126 0.0160445 0.0482195 0.0316061 0.014352 0.00973881 0.0883363 -0.0183396 -0.00481274 -0.0355172 -0.013712 -0.0462321 -0.0326379 0.0347534 -0.036901 -0.016932 -0.0340827 -0.0445474 leaf_count=101 1227 113 249 13726 1220 131 180 545 156 111 470 4115 2512 230 183 124 109 110 186 171 722 442 680 2455 2241 177 4482 810 185 844 internal_value=0 -0.196196 -0.03387 -0.433118 -0.363236 0.160046 -0.320482 0.11037 0.21817 -0.188709 -0.0675473 -0.408681 -0.363169 -0.30264 0.0484101 -0.0258076 -0.328304 -0.226843 0.142816 0.39606 0.0409706 -0.122174 -0.0135163 -0.375423 -0.292671 0.109921 -0.356268 -0.103056 -0.045779 -0.382772 internal_count=39006 10451 4349 28555 14829 2024 6102 1911 1366 2918 1698 11911 7796 5284 1228 1045 5006 2325 1235 357 878 1371 929 4876 2421 278 4591 934 415 954 Tree=37 num_leaves=31 split_feature=39 14 39 53 24 14 25 53 14 74 7 31 14 34 7 59 79 66 13 14 59 24 14 65 25 14 53 23 47 66 split_gain=1347.89 653.195 422.431 276.936 207.09 171.377 147.422 121.737 107.013 98.8195 96.5324 88.3304 65.5007 64.3394 63.7381 61.2777 58.0067 56.6378 55.0506 48.5623 48.3786 49.5277 41.8248 40.2118 37.325 36.8108 35.8159 35.5255 30.9503 30.1975 threshold=0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 3 10 -1 15 11 9 -5 14 18 17 -8 27 20 26 -13 28 22 -10 21 -6 -2 -19 -14 -25 -3 -7 -4 -20 right_child=2 5 6 8 7 13 12 -9 19 -11 -12 16 24 -15 -16 -17 -18 23 29 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_parent=4 22 26 28 8 21 27 12 7 19 9 10 16 24 13 14 15 16 23 29 19 20 21 22 25 24 25 26 27 28 29 leaf_value=-0.0440277 0.0227196 0.0601844 0.0887501 -0.0291882 0.0505361 0.139662 0.000780248 -0.0324543 -0.00344451 -0.029403 0.0193233 0.0834823 0.125514 0.00508185 -0.0147531 -0.0451873 -0.0155272 0.137553 0.0835493 0.083334 -0.0194156 0.118647 0.101292 0.0487673 0.0128552 0.129765 -0.0118067 0.089308 0.122189 0.131271 leaf_count=9927 754 897 2653 2559 1004 552 928 2373 466 1007 968 1349 366 304 566 637 310 3285 756 553 255 700 409 402 190 359 512 1769 1293 903 internal_value=0 0.0467158 0.810621 0.424658 -0.211992 0.655467 1.02058 0.0996797 -0.0251626 0.332879 0.759868 1.08939 0.386054 0.93567 0.531391 0.161012 0.681464 1.16048 0.921749 0.486436 0.687059 0.798962 0.55968 1.29978 0.910272 0.913225 0.384476 1.02776 1.00374 1.1075 internal_count=39006 20503 18503 7368 15832 4671 11135 5905 3578 3532 3790 9651 1484 2625 2525 2046 1659 7992 2822 1019 1959 1704 1163 4046 556 761 1409 2321 3946 1659 Tree=38 num_leaves=31 split_feature=24 59 91 14 66 63 35 39 84 63 87 87 28 54 47 66 39 17 87 23 66 84 59 66 87 31 87 69 3 66 split_gain=558.2 284.765 197.913 118.561 106.473 151.548 83.2959 68.3397 59.1234 53.2651 50.0226 61.0558 46.5476 49.592 41.0283 34.3275 31.5594 27.4962 26.7989 25.8279 25.1293 33.9257 28.3091 24.9103 24.5783 24.3602 24.3204 24.2103 22.3578 24.5491 threshold=0 0 0 0 0 0 0 0 0 1 0 1 1 1 0 0 0 0 0 4 0 0 1 0 0 10 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 2 4 10 14 7 9 -6 28 26 -1 -12 13 -9 16 -4 27 -13 -16 -11 21 -3 -23 -10 -8 -21 -7 -2 29 -5 right_child=1 20 15 8 5 6 24 12 23 19 11 17 -14 -15 18 -17 -18 -19 -20 25 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=10 27 21 15 29 7 26 24 13 23 19 11 17 12 13 18 15 16 17 18 25 20 22 22 23 24 25 26 27 28 29 leaf_value=-0.044516 0.0254535 -0.0278632 0.0168969 0.0280682 -0.0334899 -0.00493387 -0.0270551 0.188082 0.0735867 0.143179 -0.0382492 0.064251 0.0154717 0.0157853 0.014567 -0.0300494 0.0933618 -0.0283285 0.0674994 0.162802 -0.0375543 0.107518 -0.0396926 0.0135543 0.0379944 0.0775437 0.0632111 0.0909756 -0.0501678 -0.0233776 leaf_count=11185 605 618 1206 773 1534 427 522 109 602 306 1403 527 2982 152 741 2074 2545 234 901 119 3313 227 101 673 590 1794 505 369 733 1136 internal_value=0 0.288031 0.394257 -0.26043 0.492088 0.348251 0.614343 0.0675991 0.0772135 0.767065 -0.375748 -0.0582395 0.239513 1.03271 0.713023 -0.111707 0.8265 0.4042 0.439356 0.921358 -0.276215 0.0598845 0.643534 0.447665 0.090761 0.835999 0.33899 0.511028 -0.128663 -0.00837586 internal_count=39006 21740 17481 17266 14201 9040 4263 4777 3917 3151 13349 2164 3243 261 5161 3280 3519 761 1642 2219 4259 946 328 1275 1112 1913 932 974 2642 1909 Tree=39 num_leaves=31 split_feature=66 87 25 10 24 25 24 39 25 13 21 17 88 14 13 41 61 71 59 14 37 24 41 14 23 15 87 61 24 41 split_gain=134.809 132.608 68.8289 90.2425 58.8023 42.3928 40.4582 26.0999 21.4118 28.0704 26.3472 21.1294 19.4701 17.5482 16.991 16.1374 32.2258 15.9131 15.2935 17.5275 14.8648 14.6474 13.4587 12.8492 10.6341 10.601 8.14973 7.87169 11.0424 7.12409 threshold=0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 2 0 0 0 0 0 0 0 1 0 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 18 12 13 29 -7 -2 15 -10 14 -8 17 -1 -11 16 -9 -4 20 21 22 -20 27 -15 -17 -24 -12 28 -3 -6 right_child=7 2 3 -5 5 6 11 8 9 10 26 -13 -14 23 -16 24 -18 -19 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_parent=13 7 28 17 3 29 6 11 16 9 14 26 11 12 23 14 24 16 17 21 19 20 21 25 23 24 25 26 27 28 29 leaf_value=-0.0518339 -0.049178 -0.022459 0.107901 -0.0307778 -0.0260161 -0.0162665 0.115918 0.0972372 -0.0400557 0.00491576 -0.0382558 0.00684891 0.0561788 -0.0476295 0.114279 -0.0275756 -0.0405541 0.193052 -0.0504631 0.11666 -0.0290633 0.0661329 0.0683249 0.000645065 -0.0457787 0.00818823 0.0227782 -0.0251044 0.0173508 -0.000270218 leaf_count=4927 13021 517 181 340 2596 350 198 146 878 117 293 120 140 606 163 2744 294 143 118 118 760 115 282 638 6093 311 204 581 1319 693 internal_value=0 -0.12916 0.171146 0.730679 -0.289722 -0.0826842 0.373937 -0.416961 -0.329469 -0.080847 0.22039 0.841801 1.21665 -0.448209 0.730371 -0.376327 0.0775923 1.46073 0.0427603 0.495818 -0.000554425 0.111586 0.0714866 -0.201692 -0.399316 0.373235 -0.123876 -0.00679012 0.0644406 -0.202168 internal_count=39006 15053 4925 804 10128 3957 668 23953 10932 1655 777 318 464 6171 280 9277 440 324 4121 351 3770 233 3010 1244 8837 593 497 2417 1836 3289 Tree=40 num_leaves=31 split_feature=24 10 69 74 59 91 84 35 87 42 71 71 65 15 75 66 66 23 13 32 87 7 24 91 41 32 53 10 59 66 split_gain=244.968 243.05 170.156 168.799 119.418 142.556 71.1412 75.4224 70.0117 31.9972 30.9563 35.5598 28.0068 25.873 17.137 13.3077 13.054 12.845 11.7705 10.0124 9.57985 7.50204 6.43096 5.21636 6.14874 9.36053 5.12747 4.67178 5.07231 6.7177 threshold=0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 4 5 6 7 8 9 -1 12 -12 14 15 17 -7 -9 21 -15 -6 -10 -11 23 -2 25 -25 -21 28 29 -3 right_child=22 27 -4 -5 19 13 -8 16 20 10 11 -13 -14 18 -16 -17 -18 -19 -20 26 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=9 23 29 2 3 19 15 6 16 20 21 11 11 12 18 14 15 16 17 18 26 20 21 22 25 24 25 26 27 28 29 leaf_value=-0.0304037 -0.0472782 0.00293028 -0.0433339 -0.0454253 -0.046006 0.149794 -0.0453622 0.0360547 0.0109901 0.0648596 0.0826471 -0.0476434 -0.0175887 0.085365 0.0271016 0.0987491 -0.0398015 0.120024 -0.00319792 0.0399384 -0.0531938 0.120338 -0.0529511 0.0207881 -0.0481755 -0.0335273 -0.0298764 -0.0538262 -0.0533215 -0.0409173 leaf_count=142 7481 252 2862 1699 902 341 633 126 225 382 173 227 114 231 149 281 642 618 103 109 284 108 12445 210 864 715 112 5063 872 641 internal_value=0 -0.10904 0.0898734 0.246093 0.396438 0.519854 0.308714 0.420508 0.57685 0.726203 0.788826 0.241679 0.909839 1.11755 0.977215 1.29869 -0.242159 1.04453 0.633177 -0.336707 -0.218981 0.79387 -0.492206 -0.443633 -0.327555 -0.198691 0.0901325 -0.497071 -0.390792 -0.271312 internal_count=39006 17291 10463 7601 5902 4779 3823 3190 2422 1913 1771 400 1371 956 1257 622 768 1108 334 1123 509 490 21715 9270 1789 925 221 6828 1765 893 Tree=41 num_leaves=31 split_feature=25 10 10 59 59 10 84 59 10 59 3 41 14 59 41 39 41 59 10 10 41 59 32 59 59 14 59 10 59 61 split_gain=2797.69 1300.71 492.444 343.462 322.069 206.545 194.086 171.459 132.606 124.302 123.25 160.452 107.41 92.5494 71.6327 66.1735 64.5202 60.9747 57.3509 51.4065 46.5937 43.0789 40.9721 34.9583 34.856 33.6684 32.1418 26.8196 57.2279 34.9106 threshold=0 0 1 0 1 2 0 0 3 2 0 0 0 1 0 0 1 0 4 0 1 0 0 1 1 1 3 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 7 14 -5 21 10 -3 -7 -6 11 17 -8 -9 -1 16 -16 19 -10 -2 22 -4 -13 -23 -19 -14 -11 28 29 -12 right_child=6 2 5 4 9 8 12 13 18 26 27 20 25 -15 15 -17 -18 24 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=14 19 7 21 4 9 8 12 13 18 26 29 22 25 13 16 15 16 24 18 19 20 23 22 23 24 25 26 27 28 29 leaf_value=-0.0484974 -0.0258753 -0.0360493 -0.0245326 -0.0288026 0.00479048 0.00551412 0.0981651 -0.00896177 0.0487591 0.0439352 0.128913 0.122974 0.0587545 0.123565 -0.00776724 -0.0382249 0.0980848 0.0302721 0.151856 0.0907012 0.153221 -0.00206551 0.0180738 0.126362 0.131262 -0.0410736 0.148103 0.157922 0.150578 0.0209253 leaf_count=17357 602 2338 582 2326 493 373 731 444 215 129 177 371 170 392 938 2106 362 181 1916 161 1112 150 198 175 259 423 599 2664 829 233 internal_value=0 0.011521 0.741698 -0.283816 0.31298 1.1406 1.21525 0.0310021 1.336 0.993466 1.32044 1.03011 0.565547 0.732335 -0.417825 -0.113645 0.274817 0.472896 1.44819 0.0849554 1.34486 0.190529 0.919467 0.7113 0.948845 -0.0867606 1.34941 1.49413 1.28802 0.699922 internal_count=39006 30895 6585 24310 3547 3411 8111 3174 2504 1221 6787 2884 1324 836 20763 3406 1300 1203 2131 763 1681 907 569 325 440 593 728 3903 1239 410 Tree=42 num_leaves=31 split_feature=44 49 84 75 55 10 24 44 22 36 31 49 22 31 13 84 49 49 49 10 75 21 84 39 14 14 23 10 66 91 split_gain=114.987 81.7212 70.252 65.4297 54.7471 37.5142 30.5642 29.7913 27.2201 25.5104 20.1634 20.1412 15.9693 15.1657 14.4936 13.2474 13.0655 13.8351 10.8672 10.3885 10.1061 9.86174 9.80551 9.45785 8.92951 11.288 8.87482 15.3082 14.3619 12.4214 threshold=1 4 0 0 1 1 0 2 1 3 0 1 2 1 0 1 2 3 3 1 0 0 0 0 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=4 -2 7 8 6 20 -1 -3 -4 14 -5 19 -13 -12 -9 -15 -10 -18 -14 21 -6 -11 -7 26 -19 -26 27 28 29 -20 right_child=1 2 3 10 5 22 -8 9 16 11 13 12 18 15 -16 -17 17 24 23 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=6 1 7 8 10 20 22 6 14 16 21 13 12 18 15 14 15 17 24 29 19 20 21 22 23 25 25 26 27 28 29 leaf_value=0.0164245 0.112174 0.0415768 0.0453731 -0.0107685 0.133697 -0.0220034 0.171397 -0.0151731 0.0203979 0.0615476 -0.01014 0.016919 0.0263614 0.0323269 0.104127 0.0865411 0.0489466 -0.0225958 0.00853269 -0.0234236 0.0462431 -0.027608 0.0288089 -0.047577 -0.0151511 -0.050236 -0.0424102 -0.0470332 -0.0370176 -0.0470522 leaf_count=103 188 245 236 607 111 882 168 127 254 127 252 226 120 509 101 326 101 2234 1113 1408 148 103 263 12342 672 2371 10193 1912 1262 302 internal_value=0 -0.320849 -0.329629 -0.131949 0.29924 0.102805 1.18801 -0.385045 -0.25477 -0.392473 0.247445 -0.39902 -0.415636 0.412786 0.392601 0.538666 -0.290989 -0.317146 -0.421559 -0.152732 0.846589 0.257026 -0.0935861 -0.425033 -0.335041 -0.422339 -0.383987 -0.295861 -0.184131 -0.0228762 internal_count=39006 37331 37143 7562 1675 1404 271 29581 5868 29336 1694 29108 27470 1087 228 835 5632 5378 27244 1638 259 230 1145 27124 5277 3043 14782 4589 2677 1415 Tree=43 num_leaves=31 split_feature=74 19 29 19 19 77 19 13 75 41 68 41 31 46 14 15 13 77 25 75 14 19 37 24 37 24 46 75 24 75 split_gain=977.601 480.829 302.183 255.659 242.585 170.465 100.688 99.8567 74.1714 69.0622 68.1095 67.5957 63.7956 58.2937 53.2523 52.0885 49.4312 49.056 47.3914 44.3093 43.9326 43.2902 42.4482 39.0893 35.9831 35.6552 33.0466 32.2937 32.2408 31.8767 threshold=0 0 1 0 1 1 1 0 0 0 2 0 1 2 0 0 0 1 0 0 0 2 0 1 0 0 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 15 8 16 12 20 10 17 -6 -7 25 23 -12 19 -2 18 -4 24 26 22 -8 -5 -1 -3 -10 28 -21 -15 -11 right_child=2 4 3 6 9 7 21 -9 11 29 13 -13 -14 14 -16 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 15 24 17 22 9 10 21 7 25 29 13 11 12 28 14 15 16 17 18 27 20 21 22 23 24 25 26 27 28 29 leaf_value=0.202167 0.151588 0.0160347 0.0913859 0.0246561 0.121524 0.12751 0.0812018 -0.0470519 0.110066 0.00558903 0.109805 -0.0249119 0.0220919 -0.00674507 -0.0452947 0.076515 -0.0275541 -0.0132989 -0.0350654 -0.00599247 -0.0204763 0.154267 0.118322 0.0548968 0.0849618 0.0262668 -0.0227259 0.0589068 0.132292 0.0853001 leaf_count=113 1066 821 171 412 1266 147 460 11576 461 474 134 365 716 218 3547 434 1440 3234 491 890 325 806 383 133 565 306 7030 516 132 374 internal_value=0 -0.108747 0.687798 0.468769 0.447349 -0.25821 0.963455 -0.305567 0.140636 0.943499 -0.164834 0.543825 0.531252 -0.185212 -0.205059 1.34473 0.0483749 -0.0536409 0.273038 -0.109748 0.48923 1.30149 0.731409 1.32794 0.462491 0.820686 -0.189782 0.230325 0.479332 0.478219 internal_count=39006 30583 8423 6923 5431 25152 2386 24190 4537 2114 12614 1132 962 12467 12333 1500 3317 3405 1877 8786 1120 1266 795 246 1386 767 7380 1406 350 848 Tree=44 num_leaves=31 split_feature=7 35 35 0 29 7 12 61 7 61 61 91 61 66 91 24 7 91 35 10 61 63 61 61 61 61 61 35 66 87 split_gain=661.277 351.71 185.604 143.587 120.55 110.647 94.0475 89.2296 64.2974 61.4473 44.9106 44.6926 44.4724 40.991 35.4003 43.6391 27.9084 27.3283 24.3952 23.0496 22.8145 20.3223 19.5122 19.2179 19.9604 23.7486 18.321 17.6632 16.1615 16.4878 threshold=0 0 1 5 3 1 5 0 2 1 2 0 3 0 1 0 3 0 0 0 1 0 0 0 1 2 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 7 22 27 -5 23 -6 -2 19 -9 -11 18 -12 -13 -15 -16 -10 -14 -8 -7 -17 26 -3 -4 -25 -26 -22 -1 -20 -30 right_child=1 2 5 4 6 8 11 9 16 10 12 13 17 14 15 20 -18 -19 28 -21 21 -23 -24 24 25 -27 -28 -29 29 -31 leaf_parent=27 7 22 23 4 6 19 18 9 16 10 12 13 17 14 15 20 16 17 28 19 26 21 22 24 25 25 26 27 29 29 leaf_value=0.0660689 -0.0389356 -0.0271958 0.00482477 0.16003 0.125082 0.0822091 -0.0465553 -0.0232212 0.0830756 -0.00964487 -0.00430895 -0.0420565 0.0471237 -0.01952 -0.0219219 -0.0139358 0.149455 0.118232 -0.0492386 -0.0152461 0.039649 0.0210736 0.0253101 0.0109697 0.0110061 0.128682 0.158548 0.186538 -0.00436555 -0.0408076 leaf_count=102 2953 672 456 108 104 386 18359 1327 258 665 391 2515 403 2031 483 130 1037 379 1272 156 102 138 843 206 108 218 213 102 1845 1044 internal_value=0 0.318887 0.721085 -0.334752 -0.352017 0.966425 -0.364684 -0.0685148 1.19626 0.173367 0.404476 -0.376705 0.619168 -0.1865 -0.00830856 0.331146 1.38116 0.848895 -0.425583 0.603464 0.731342 0.959754 0.0379883 0.375607 0.632858 0.93143 1.25831 1.35423 -0.265995 -0.172801 internal_count=39006 10458 4340 28548 28344 2825 28236 6118 1837 3165 1838 28132 1173 5612 3097 1066 1295 782 22520 542 583 453 1515 988 532 326 315 204 4161 2889 Tree=45 num_leaves=31 split_feature=7 35 24 39 35 70 39 46 13 34 78 46 10 16 75 54 10 10 14 35 10 14 16 66 24 33 54 19 36 15 split_gain=74.2904 33.6962 26.1727 25.2014 16.1155 15.6196 13.2789 12.5517 9.38333 12.2535 8.95753 8.65714 8.48422 9.75852 7.44922 7.41852 7.1618 6.59444 6.39295 7.87494 5.5906 8.62764 6.50367 5.37826 5.9514 5.29072 5.10621 4.94859 7.24244 7.15235 threshold=0 0 0 0 0 2 0 1 0 0 1 1 0 2 0 1 0 0 0 2 0 0 1 0 0 1 2 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 6 5 4 11 -3 7 -2 9 14 -4 17 13 -7 16 -15 18 23 19 -6 21 22 -13 -1 -25 -9 -8 28 -17 -29 right_child=1 2 10 -5 8 12 26 25 -10 -11 -12 20 -14 15 -16 27 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31 leaf_parent=23 7 5 10 3 19 13 26 25 8 9 10 22 12 15 14 28 16 17 18 19 20 21 22 24 24 25 26 29 28 29 leaf_value=-0.0329873 0.0360029 0.0905205 0.0239421 -0.0508723 0.0534173 0.073825 0.00275233 -0.00324287 -0.0426472 -0.041309 -0.026824 -0.00523259 -0.0158632 0.0492224 0.024317 0.0402006 -0.0466443 -0.0483691 -0.0447215 -0.00595621 -0.0497149 -0.0502891 -0.0350912 0.0618645 -0.0134944 -0.0292424 -0.0459428 0.0603795 -0.016609 -0.0143737 leaf_count=113 183 114 203 13735 148 124 149 554 821 649 2103 422 532 217 431 133 255 200 148 468 3913 2476 4573 110 102 2508 2748 153 607 114 internal_value=0 -0.188152 -0.0310885 -0.428742 -0.359493 0.150746 -0.308161 -0.204963 -0.201704 -0.120089 -0.21698 -0.401374 0.0978548 0.188288 -0.00864167 0.122674 -0.117461 -0.107579 -0.0093481 0.0913963 -0.416664 -0.378745 -0.322934 0.0763315 0.283122 -0.244703 -0.435136 0.0395863 -0.0565309 0.300593 internal_count=39006 10442 4300 28564 14829 1994 6142 3245 2920 2099 2306 11909 1880 1348 1450 1224 1019 525 764 616 11384 7471 4995 325 212 3062 2897 1007 740 267 Tree=46 num_leaves=31 split_feature=39 14 79 85 19 59 13 39 59 79 14 59 35 71 87 32 35 32 40 33 85 14 47 17 7 71 39 10 54 21 split_gain=1115.67 557.986 333.578 270.442 166.666 140.84 105.51 98.1094 84.9159 79.8087 79.5319 74.0874 72.7144 59.4677 66.9389 46.1337 45.9928 40.9262 35.9658 35.3994 37.4516 36.8618 34.2943 32.9556 32.309 31.171 29.6035 28.4604 27.3783 26.668 threshold=0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 1 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 4 -1 6 9 11 -4 12 13 23 16 24 14 -3 -9 19 22 -19 27 21 -21 -8 26 29 -15 -6 -2 -24 -5 right_child=2 5 7 8 10 -7 17 15 -10 -11 -12 -13 -14 25 -16 -17 -18 18 -20 20 -22 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_parent=3 27 14 7 29 26 5 22 15 8 9 10 11 12 25 14 15 16 18 18 21 20 21 28 23 24 25 26 27 28 29 leaf_value=-0.0427868 0.10436 0.0301308 -0.0293051 0.0726374 -0.0054128 -0.015615 0.066183 0.00601933 -0.0354031 -0.0157387 0.0771455 -0.00681984 -0.0218107 0.069298 0.099393 0.0729852 0.0196053 0.0226333 0.111697 -0.0374967 0.110639 0.0673868 0.0282385 -0.0275605 0.00158147 0.128139 0.0662951 0.0245041 0.104353 0.00841406 leaf_count=11400 1614 1134 1662 1625 501 997 1643 788 1121 432 935 630 874 456 789 806 582 150 4871 337 223 239 171 754 490 872 418 193 1944 355 internal_value=0 0.0423872 0.729625 -0.204568 0.827875 0.586967 0.904156 0.110652 0.219708 0.733379 0.366327 0.619537 0.370071 0.81623 0.604583 0.434079 0.728765 0.995409 1.09371 0.830208 0.46962 0.171322 0.86006 0.073936 0.528583 1.10022 0.31571 0.967522 0.993739 0.631145 internal_count=39006 20545 18461 15865 15205 4680 12597 3256 4465 3683 2608 3818 3344 3251 1923 1594 3188 8779 5021 2606 799 576 3758 1673 2470 1328 919 1807 2115 1980 Tree=47 num_leaves=31 split_feature=85 14 59 66 14 39 63 13 7 42 42 31 66 39 24 87 23 13 24 70 23 10 59 66 84 47 87 39 28 47 split_gain=594.332 318.983 216.346 104.722 99.7205 66.4228 54.2477 50.948 39.4976 38.46 37.4452 34.6187 63.0337 33.8277 30.2702 30.1917 37.2824 27.5606 23.1129 22.7238 20.4217 18.3559 17.9366 20.1865 17.2399 17.0781 23.2888 15.4324 21.856 17.3254 threshold=0 0 0 0 1 0 0 0 0 2 1 0 0 0 7 0 0 1 0 1 1 0 1 0 0 1 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 3 15 18 -1 9 -7 19 -5 -11 12 -6 -12 -15 16 -2 -9 -3 -8 -18 -17 23 24 -4 26 -13 -16 -29 -30 right_child=2 4 22 6 11 7 8 17 -10 10 13 25 -14 14 27 21 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_parent=5 16 18 24 9 12 7 19 17 8 10 13 26 12 14 27 21 20 17 18 19 20 21 22 23 24 25 26 28 29 29 leaf_value=-0.0492687 0.0657109 -0.037483 -0.00461263 0.115307 0.0585123 -0.0404055 0.0975232 -0.034129 0.00394043 0.0624548 -0.0275086 0.122304 -0.0119548 0.116998 -0.0128423 0.0750665 0.0483736 0.0192583 0.0065451 0.0510034 -0.0224736 0.123861 -0.0461688 -0.0227647 0.0839198 0.0438203 0.0494583 0.100734 0.0606007 0.00291412 leaf_count=11350 1640 1410 286 161 1072 2821 444 764 789 523 1312 312 1206 127 850 2369 289 1845 1182 2020 367 324 1224 1466 185 763 297 118 305 1185 internal_value=0 -0.187364 0.365557 0.466175 0.213929 -0.379716 0.304752 -0.169237 0.496799 0.1443 0.10455 0.416923 0.25002 0.0265132 0.166302 0.673257 0.508387 0.0531431 -0.152951 0.604561 0.100019 0.806699 -0.220171 -0.0821698 0.323005 0.657539 0.87808 0.111292 0.235153 0.152561 internal_count=39006 23022 15984 12823 6242 16780 7834 5430 3253 4581 4420 3650 2278 3897 2585 4989 2296 2609 2592 2464 656 2693 3161 1937 471 1372 609 2458 1608 1490 Tree=48 num_leaves=31 split_feature=66 87 24 10 59 13 23 41 87 78 24 14 41 23 41 15 71 88 71 14 24 15 47 85 7 14 15 8 24 87 split_gain=130.365 115.571 55.6965 44.8401 51.6835 26.6087 24.401 22.0172 21.763 20.546 19.1553 17.5448 17.2311 16.981 15.7538 14.5455 13.4599 12.0443 13.7997 11.3929 11.3012 10.4867 10.4236 15.0833 13.4701 8.79896 8.20474 7.98047 8.20796 6.86731 threshold=0 0 0 0 0 0 0 0 1 3 1 0 0 0 1 0 0 0 0 1 6 0 0 0 0 0 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 11 4 7 9 -6 21 -8 -2 -4 -1 15 22 26 25 -16 18 -14 -13 -15 27 23 -7 -25 -12 -9 -3 -29 -30 right_child=5 3 10 -5 6 13 8 14 -10 -11 12 19 17 20 16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_parent=11 9 27 10 3 6 23 8 26 8 9 25 19 18 20 16 15 16 17 18 19 20 21 22 24 24 25 26 28 29 29 leaf_value=-0.0510971 0.0242299 -0.0349529 -0.0263819 -0.0318302 0.146246 -0.0371637 -0.0234783 0.0585064 0.111813 -0.0495631 0.000724382 -0.0457738 0.0217191 0.0182406 0.0416888 -0.0282181 0.148512 -0.0226598 0.0973237 0.000640483 -0.040266 -0.0133185 -0.0250602 0.00940542 0.100011 0.0538225 0.00655536 -0.00550088 0.00933107 0.0445354 leaf_count=4899 196 147 1712 981 188 301 118 242 101 13686 630 600 261 210 104 850 105 142 176 635 6740 959 2332 378 111 218 348 471 458 707 internal_value=0 -0.123237 -0.277349 0.154554 0.252998 -0.410276 0.948553 0.1598 0.444538 -0.48264 -0.0777128 -0.43803 0.0552175 -0.314092 0.470911 -0.066601 0.962916 0.368385 0.528421 -0.187998 -0.384672 0.0591422 -0.16751 0.0676491 0.314174 0.140888 0.284606 0.161787 0.20685 0.305325 internal_count=39006 15052 10123 4929 3948 23954 407 3541 219 13882 3989 6134 2277 10072 799 1698 209 579 437 1235 6950 2742 3122 790 489 848 590 1783 1636 1165 Tree=49 num_leaves=31 split_feature=33 33 33 85 43 33 59 15 59 23 15 14 63 14 14 15 7 43 39 47 47 47 47 31 14 72 7 23 15 24 split_gain=792.526 837.653 470.218 193.957 93.0784 40.6027 12.0991 11.3403 5.5972 2.25916 3.55848 1.3929 0.977695 0.970215 0.502995 0.896071 0.89387 0.445631 0.413114 0.401958 0.39974 0.298238 0.434348 0.271196 0.412918 0.909202 0.218474 0.208877 0.481119 0.969215 threshold=0 1 2 0 0 3 0 0 0 0 0 0 0 0 1 0 0 0 0 2 1 0 1 6 0 2 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=23 14 9 4 5 -4 -6 -5 11 10 -3 12 18 -9 15 16 -2 -12 21 -11 -14 -7 -23 24 -1 -26 -13 28 29 -16 right_child=1 2 3 7 6 8 -8 13 -10 19 17 26 20 -15 27 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=24 16 10 5 7 6 21 6 13 8 19 17 26 20 13 29 15 16 17 18 19 20 22 22 23 25 25 26 27 28 29 leaf_value=-0.0546413 -0.0469272 0.00688958 0.0319235 0.0291052 0.0465092 0.147087 -0.0444017 -0.0473298 0.108062 -0.0400271 -0.0350685 0.157892 0.141335 -0.0212403 -0.0305312 -0.0529576 -0.0181279 -0.0544647 0.151392 -0.0532564 0.129045 0.145956 0.13444 -0.0542886 -0.054592 -0.0220991 0.150151 -0.053872 -0.0537979 -0.0527276 leaf_count=301 155 103 172 169 157 349 127 275 115 175 155 213 122 112 181 440 114 151 249 978 124 161 143 28561 127 102 144 3560 941 330 internal_value=0 0.214559 0.782159 1.1179 1.28871 1.3886 0.10357 -0.155505 1.44096 -0.452715 -0.295872 1.46343 1.43797 -0.396298 -0.519063 -0.455745 -0.345176 -0.442336 1.46092 -0.512127 1.35267 1.44112 1.40613 -0.54182 -0.484609 -0.402471 1.54752 -0.528116 -0.502459 -0.442128 internal_count=39006 9915 4194 2632 2076 1792 284 556 1620 1562 409 1505 1148 387 5721 709 269 306 902 1153 246 653 304 29091 530 229 357 5012 1452 511 Tree=50 num_leaves=31 split_feature=10 59 59 79 41 59 85 41 23 59 41 10 59 10 41 59 41 59 59 41 41 41 71 10 41 59 39 32 41 23 split_gain=2050.4 1239.28 569.658 559.194 221.846 218.123 186.962 153.516 99.7103 172.596 89.0157 84.42 83.4253 77.3297 75.0539 62.1228 57.4449 55.6694 49.8482 42.8673 36.3992 65.2902 35.4851 34.2563 29.3596 27.732 27.7136 24.0811 22.7401 19.4739 threshold=0 0 1 0 0 2 0 1 0 0 2 1 0 1 0 1 1 1 3 2 0 1 0 2 2 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 14 6 -1 -4 8 26 13 29 27 12 -5 28 -3 -11 -16 -14 -7 -18 -8 -22 -12 25 -23 -13 -6 -9 -2 -10 right_child=3 2 5 11 7 18 20 10 9 15 22 23 17 -15 16 -17 19 -19 -20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=4 28 14 5 12 26 18 20 27 29 15 22 25 17 13 16 15 19 17 18 19 21 24 22 23 24 25 26 27 28 29 leaf_value=-0.0452223 -0.0275104 -0.0372932 0.00896761 -0.00426259 0.00450497 0.0388801 -0.0344847 0.0424983 0.0383521 0.0297276 0.137597 0.0239326 0.0229989 0.133489 -0.0148853 0.136722 0.0170223 0.134011 0.141141 0.146528 -0.028061 0.0128446 0.04304 0.140358 0.149302 0.119908 -0.0413052 -0.032006 0.0837379 -0.0247423 leaf_count=18365 223 1919 675 408 1105 172 1297 410 271 297 420 184 209 715 506 440 204 516 1956 206 463 104 206 3911 133 266 1836 382 107 1100 internal_value=0 -0.0147225 0.724207 0.965716 -0.320065 1.1585 0.451946 0.11184 0.706203 0.429798 0.613305 1.27782 0.82908 1.10466 -0.0925296 1.03146 0.387564 1.10148 1.35313 0.908517 -0.106012 0.263401 1.09125 1.36454 1.00427 0.881942 -0.224344 0.103695 0.198815 -0.106866 internal_count=39006 28362 5638 10644 22724 2803 5150 4359 3153 2108 1418 5494 1133 1045 2835 737 916 725 2128 410 1997 700 626 4361 237 450 2941 792 330 1371 Tree=51 num_leaves=31 split_feature=84 31 44 31 55 55 44 14 36 10 49 10 22 41 42 22 10 84 75 22 39 85 66 24 61 47 69 14 61 34 split_gain=105.035 90.1077 42.5463 38.5636 32.2322 29.5771 27.4633 26.8793 22.0528 19.7765 18.2379 15.06 14.5794 13.5767 13.127 11.7649 10.6367 10.0522 9.85404 9.62518 8.45093 17.6234 17.4287 8.06243 7.49434 7.84787 6.88071 6.80164 6.67115 6.55403 threshold=0 0 1 1 1 1 2 0 3 1 1 1 1 0 1 2 1 1 0 1 0 0 0 1 0 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 7 4 24 -1 13 29 12 -8 28 16 -6 -2 -5 -11 -12 -10 -14 -16 -17 21 -21 23 -23 25 -3 -24 -9 -7 -4 right_child=1 3 6 5 11 9 8 27 10 14 15 -13 17 -15 18 19 -18 -19 -20 20 -22 22 26 -25 -26 -27 -28 -29 -30 -31 leaf_parent=4 12 25 29 13 11 28 8 27 16 14 15 11 17 13 18 19 16 17 18 21 20 23 26 23 24 25 26 27 28 29 leaf_value=0.0949615 0.0580656 -0.0238471 0.0739699 0.126909 0.0478663 0.0990537 0.0355095 -0.0206077 0.0267966 0.0783645 0.00841437 -0.0234114 -0.0233542 0.0449265 -0.014338 -0.0153135 -0.023328 0.0115322 0.0268171 -0.042831 -0.0466285 0.0373654 -0.0412933 -0.0100576 -0.030621 0.0386143 -0.0130967 -0.0484859 0.042028 -0.00216978 leaf_count=172 135 204 127 187 176 163 221 679 225 118 238 877 1495 138 605 871 1409 608 542 10778 12098 260 1906 703 610 229 686 2261 173 112 internal_value=0 -0.0523483 -0.353118 0.241567 0.0767912 0.407975 -0.372727 -0.255646 -0.380103 0.277817 -0.386377 -0.0909443 -0.069258 0.939692 0.143312 -0.402626 -0.149619 -0.123417 0.0648476 -0.408074 -0.41668 -0.376536 -0.231418 0.0351717 -0.134276 0.0960794 -0.337412 -0.417422 0.706072 0.398653 internal_count=39006 8147 30859 2969 1225 1926 29634 5178 29395 1601 29174 1053 2238 325 1265 27540 1634 2103 1147 27302 26431 14333 3555 963 1043 433 2592 2940 336 239 Tree=52 num_leaves=31 split_feature=75 29 75 77 19 85 75 85 46 15 46 19 3 14 13 41 29 24 19 24 36 85 14 24 87 14 24 61 13 41 split_gain=860.315 423.329 293.227 273.191 119.214 111.773 76.2498 75.6637 72.0224 62.5646 59.0849 58.0504 54.5371 52.5166 44.606 41.0849 38.8062 37.1598 34.5376 56.2553 34.276 32.2551 31.1715 29.2375 27.1581 26.962 26.3175 25.5367 24.7409 24.0865 threshold=0 1 1 1 0 0 2 0 2 0 1 1 0 0 0 0 1 1 0 0 1 0 0 0 0 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 9 5 17 8 12 16 11 -5 22 26 -6 13 15 25 -2 -4 24 19 27 -19 -18 -1 -7 -3 -12 -10 -8 -11 -13 right_child=2 3 6 4 7 23 18 -9 10 28 14 29 -14 -15 -16 -17 21 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 15 24 16 8 11 23 27 7 26 28 25 29 12 13 14 15 21 20 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.119556 0.1058 0.128542 0.121682 0.0819754 0.00687476 0.0275264 0.124242 -0.0273886 0.0886432 0.06159 -0.0190111 0.103605 -0.00182867 -0.00516193 -0.0484078 0.0215056 0.0652107 0.117833 0.124326 0.0131108 0.019931 0.000389009 0.00829813 -0.0371313 0.0171128 -0.0442056 -0.000600993 0.0534645 -0.0200728 0.0297562 leaf_count=695 917 322 206 199 1645 408 552 1817 222 420 8118 433 762 389 10808 356 747 155 1514 317 690 481 114 1535 110 3644 592 226 282 330 internal_value=0 -0.108832 0.621402 -0.190061 -0.252636 0.195162 0.925482 0.0891146 -0.325097 0.817815 -0.340936 0.33662 0.482442 0.678488 -0.366268 0.858651 0.56777 0.654252 1.08692 0.844109 0.399516 0.422153 1.09053 -0.217879 1.06311 -0.265511 0.254413 1.06551 0.311684 0.769397 internal_count=39006 30596 8410 29085 27808 4367 4043 4225 23583 1511 23384 2408 2424 1662 22570 1273 1434 1277 2609 1095 845 1228 809 1943 432 11762 814 778 702 763 Tree=53 num_leaves=31 split_feature=35 35 35 61 61 61 61 61 19 61 61 61 10 75 66 35 66 63 61 71 61 61 87 24 63 88 71 79 66 16 split_gain=598.35 354.023 156.71 132.413 115.842 110.536 91.0689 81.3473 69.7638 67.5583 57.467 47.9867 41.1315 36.4363 32.0589 29.6076 28.4935 30.6441 28.0113 23.2947 22.7238 22.641 23.2112 31.0676 22.6187 20.5389 17.8992 16.3817 15.6434 15.4629 threshold=0 1 2 0 1 2 3 4 0 5 0 6 0 0 0 3 0 0 0 0 0 1 0 0 1 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 14 10 -1 -5 -6 -7 26 15 19 -3 -11 16 20 -2 29 -12 -18 -16 -9 -10 -20 23 -23 -19 -13 28 -17 -8 -4 right_child=1 2 8 4 5 6 7 9 13 11 12 25 -14 -15 18 27 17 24 21 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=3 14 10 29 4 5 6 28 19 20 11 16 25 12 13 18 27 17 24 21 19 20 23 22 23 24 25 26 27 28 29 leaf_value=-0.0460212 -0.0448625 -0.0169015 0.132679 -0.0394626 -0.0308396 -0.0187762 -0.0315477 0.0677352 0.0101533 0.0342605 -0.0169689 0.180607 -0.0116715 0.000629757 -0.0262211 0.131232 0.125006 0.103925 -0.0165699 -0.0324531 0.104626 0.00463519 -0.0171895 0.0993074 -0.00729863 0.111177 -0.0361661 0.0615715 0.0593421 0.0501135 leaf_count=17542 1674 1138 100 5495 2624 1321 140 182 131 247 131 273 396 457 1755 1019 346 120 724 252 305 305 287 355 170 368 404 126 270 349 internal_value=0 0.311585 0.64946 -0.318234 -0.126218 0.0828149 0.326237 0.573859 0.929896 0.865851 0.213859 1.15954 0.512598 0.471247 -0.167315 1.1248 0.744187 0.895318 -0.0413992 0.148371 0.807961 0.161499 0.373872 0.589121 0.407348 1.41774 -0.00307917 1.25132 0.304543 0.697524 internal_count=39006 9888 4788 29118 11576 6081 3457 2136 2487 1322 2301 888 1163 893 5100 1594 767 636 3426 434 436 1671 947 660 290 641 814 1145 410 449 Tree=54 num_leaves=31 split_feature=7 35 24 39 77 35 39 80 33 46 47 13 29 34 19 7 46 78 39 85 10 41 84 54 68 14 10 87 16 24 split_gain=74.2221 37.7813 28.2823 25.6399 17.214 15.1768 11.3493 11.0383 11.2612 10.4174 10.403 10.3763 10.1147 9.84323 10.5912 9.48004 9.15381 9.14661 8.15746 6.60005 6.35461 6.05239 8.8849 5.9933 5.87404 5.40049 7.75811 6.46131 6.28565 5.16809 threshold=0 0 0 0 3 0 0 1 0 1 0 0 1 0 0 1 1 1 0 0 0 0 0 2 1 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 6 7 4 -1 16 9 -3 12 -2 -7 21 -9 14 19 -16 20 18 -4 -14 29 22 -12 -8 -11 26 27 28 -18 -6 right_child=1 2 17 -5 5 10 23 8 -10 24 11 -13 13 -15 15 -17 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=4 9 7 18 3 29 10 23 12 8 24 22 11 19 13 15 15 28 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0599875 0.0292413 0.088821 0.0657274 -0.0501905 0.0315486 -0.0380038 0.0074891 -0.0354178 -0.0112085 0.00838892 0.00368484 -0.0403641 0.0162431 -0.0172207 0.0295695 0.114105 0.00347201 -0.0257802 -0.0261735 0.0724551 -0.0477388 -0.0215814 0.0715475 -0.0454533 -0.0282623 -0.0508202 -0.0485421 -0.047504 -0.0305098 -0.0257296 leaf_count=106 187 110 100 13726 181 1208 150 133 638 265 675 469 554 203 104 142 315 2141 103 125 202 416 117 2732 2797 3071 3236 1261 3390 149 internal_value=0 -0.175111 -0.0101917 -0.418723 -0.34782 -0.35556 -0.305592 0.176862 0.137656 -0.21012 -0.199828 -0.0827823 0.257863 0.323124 0.409966 0.784543 -0.397425 -0.205154 0.252359 0.264739 -0.094958 0.025375 0.137591 -0.426868 -0.247917 -0.41392 -0.380996 -0.323381 -0.272112 0.0801684 internal_count=39006 10484 4353 28522 14796 14690 6131 2009 1899 3249 2885 1677 1261 1128 925 246 11805 2344 203 679 532 1208 792 2882 3062 11273 8202 4966 3705 330 Tree=55 num_leaves=31 split_feature=24 14 39 87 71 41 85 14 41 43 87 19 71 17 53 74 74 78 41 23 57 47 85 14 7 85 13 13 13 47 split_gain=916.007 600.525 287.967 168.198 156.311 140.416 106.479 83.7604 74.0291 70.9509 62.4056 53.7539 53.3264 47.0673 45.8941 49.9155 40.9781 38.7743 38.1504 38.1288 36.303 38.616 38.5443 35.1668 31.9897 31.5817 31.4718 35.9391 30.818 27.6596 threshold=0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 2 0 0 1 0 0 0 0 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 6 3 7 10 11 -1 14 28 29 25 17 -6 16 15 26 -8 -4 24 -14 -19 22 -22 -13 -9 -3 -2 -28 -7 -5 right_child=2 4 5 9 12 8 13 18 -10 -11 -12 23 19 -15 -16 -17 -18 20 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=6 26 25 17 29 12 28 16 24 8 9 10 23 19 13 14 15 16 20 18 19 22 21 22 23 24 25 27 27 28 29 leaf_value=-0.0435185 0.00670827 -0.022707 -0.00689073 0.0496935 0.0384051 0.0203817 0.043382 0.0750635 0.00707924 0.00692081 0.0713152 0.0211839 0.0679807 -0.0415564 -0.0425198 -0.044637 -0.035893 0.0178176 -0.0103172 0.12695 0.103465 0.103909 0.0657419 0.0824139 -0.0106713 0.0485459 0.00802946 0.120516 0.0717817 0.0955564 leaf_count=10944 1181 1260 132 677 551 570 1182 814 1276 739 479 772 513 755 1719 792 463 204 417 829 1291 4428 2114 575 197 294 215 198 1909 1516 internal_value=0 -0.0194775 0.621214 0.307605 0.574018 0.763048 -0.316617 0.0765188 0.460722 0.66862 0.156489 0.867235 0.903544 0.0791345 -0.110079 0.068939 0.261009 0.912736 0.441677 1.06521 0.926171 0.942906 0.801373 0.510898 0.610104 -0.0672178 0.255644 0.693908 0.626891 0.819049 internal_count=39006 17270 21736 8465 3926 13271 13344 5533 3755 2932 2033 9516 1893 2400 4105 2386 1645 8169 1428 1342 8037 7833 3405 1347 1011 1554 1594 413 2479 2193 Tree=56 num_leaves=31 split_feature=85 14 66 14 91 39 19 70 13 91 91 13 47 87 87 75 74 66 31 47 47 13 39 69 24 85 15 84 69 14 split_gain=528.925 279.213 125.127 84.5089 83.0652 65.1612 47.0849 45.5383 45.4335 34.1342 30.5892 26.416 25.1535 24.7827 24.0234 23.7039 22.7959 26.8275 28.1586 24.6704 21.9715 19.2777 23.6081 19.8625 19.1983 18.2276 23.4922 18.0346 17.9528 17.6279 threshold=0 0 0 1 0 0 0 1 0 0 0 1 3 6 0 0 1 0 6 1 2 0 0 0 0 1 1 0 0 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 10 24 6 -1 7 -4 -7 16 21 -10 -9 -14 -12 -8 19 28 -19 -5 -15 22 27 25 -3 26 -23 -2 -18 -22 right_child=2 3 4 9 -6 8 15 12 11 -11 14 -13 13 20 -16 -17 17 18 -20 -21 29 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=5 27 24 7 19 4 8 15 12 11 9 14 11 13 20 14 15 28 18 18 19 29 26 22 23 24 25 26 27 28 29 leaf_value=-0.0483963 -0.0063864 -0.0362135 0.0802965 0.108367 -0.0269494 -0.0389325 0.019014 -0.0107502 -0.0342794 -0.0136357 -0.00900429 0.0182036 0.129906 -0.00495999 0.0592366 -0.0306133 0.0387341 0.0895644 0.00766861 0.0308811 0.111327 0.0105198 0.0665605 0.0868634 0.00427334 0.0397732 0.0863945 0.0593158 0.0948976 0.0341038 leaf_count=11362 537 1435 747 295 1927 2796 942 701 790 627 534 1852 104 659 380 995 519 148 1431 289 126 162 658 1283 1178 1015 862 243 343 4066 internal_value=0 -0.181648 0.339842 0.188177 0.185513 -0.368384 0.268973 0.351071 -0.158531 0.369528 0.556178 0.0477873 0.282126 0.333033 0.201861 -0.0413138 0.445528 0.354094 0.18484 0.768533 0.31016 0.611505 0.418899 0.685663 -0.155344 0.574263 0.744735 0.163851 0.617576 0.365901 internal_count=39006 23065 15941 6265 10267 16800 8340 6403 5438 3652 5674 2642 5656 4955 914 1937 3025 2441 1579 584 4851 4760 1438 3322 2613 2039 1024 780 862 4192 Tree=57 num_leaves=31 split_feature=87 66 23 10 24 41 24 66 71 14 78 41 41 23 14 53 15 15 74 24 61 24 8 66 47 52 41 39 66 24 split_gain=125.27 102.602 44.7606 36.3191 32.7361 31.4114 26.0354 22.6001 21.7131 18.7624 18.5713 17.418 15.4818 14.8674 12.4412 11.4945 11.4056 10.8825 10.2614 10.2569 9.34654 9.32306 8.91442 8.42081 8.16618 8.17203 7.59961 7.4185 8.98703 8.22375 threshold=0 0 0 0 0 0 6 0 0 0 3 1 0 0 1 0 0 0 1 1 0 1 1 1 0 1 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 3 4 5 9 17 20 12 15 -1 -4 -10 16 24 -11 -7 21 22 -9 -14 -3 -6 -2 -15 -8 -26 -21 -12 29 -29 right_child=1 6 10 -5 7 8 13 18 11 14 27 -13 19 23 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=9 22 20 10 3 21 15 24 18 11 14 27 11 19 23 14 15 16 17 18 26 20 21 22 23 25 25 26 29 28 29 leaf_value=-0.0507378 -0.0300711 0.0931754 0.02339 -0.0283786 -0.016475 0.0536402 0.0139926 0.0186782 0.0590135 -0.045681 -0.0514031 0.144568 -0.00668679 -0.0187573 0.00928306 -0.00956481 -0.0273326 -0.00623579 -0.0364781 0.0321996 0.000680267 0.0282166 0.0267337 -0.0431411 0.0139841 -0.0319761 0.0967319 -0.0463194 -0.0461316 -0.00918359 leaf_count=3471 158 130 201 966 462 306 497 219 291 463 10904 143 223 1153 533 235 924 1072 1970 267 133 533 1738 4397 294 1137 110 685 4597 794 internal_value=0 -0.0871173 -0.383663 0.155991 -0.248039 0.241628 -0.281643 -0.11719 0.56253 -0.411164 -0.463228 0.896825 0.0225779 -0.310155 -0.125501 0.269127 -0.0850536 0.120361 -0.30719 0.31593 0.476023 0.0838257 0.222029 -0.379452 -0.125444 -0.222556 0.519512 -0.473418 -0.402526 -0.239638 internal_count=39006 12650 26356 4909 9175 3943 7741 4708 975 4467 17181 434 2519 7478 996 541 1919 2968 2189 600 263 995 1896 5550 1928 1431 377 16980 6076 1479 Tree=58 num_leaves=31 split_feature=33 33 33 85 33 34 15 53 10 35 53 23 38 33 24 31 14 15 7 14 61 66 31 14 7 23 24 53 15 87 split_gain=750.154 733.701 391.735 152.482 86.9752 45.405 14.2234 10.093 5.74156 2.52367 2.40635 5.83449 1.28619 1.29408 0.783111 0.67776 0.616332 1.09916 1.14051 0.308196 0.336686 0.295651 0.284126 0.452065 0.280573 0.267294 0.530244 1.60496 0.213748 0.207008 threshold=0 1 2 0 3 0 0 0 0 0 0 0 1 3 1 1 1 0 0 0 0 0 6 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=22 16 10 4 7 8 -5 -4 9 14 11 -3 -8 -14 -6 -16 17 18 -2 20 24 -21 23 -1 -17 26 27 -18 -22 -25 right_child=1 2 3 6 5 -7 12 -9 -10 -11 -12 -13 13 -15 15 19 25 -19 -20 21 28 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_parent=23 18 11 7 6 14 5 12 7 8 9 10 11 13 13 15 24 27 17 18 21 28 21 22 29 24 25 26 27 28 29 leaf_value=-0.0543674 -0.0464699 0.00849782 0.0418684 0.0363218 0.144305 0.0125489 -0.0550659 -0.0422451 0.0917022 0.113859 -0.0535243 -0.0495363 -0.0485352 -0.0101144 0.14111 0.12438 -0.0236508 -0.0526225 -0.014041 0.139886 0.12982 0.129755 -0.0540016 -0.0314425 0.131349 -0.0535584 -0.0535326 -0.0525131 0.137913 -0.047545 leaf_count=306 158 129 117 165 129 137 196 199 105 183 1035 376 102 100 150 338 156 447 121 132 172 125 28556 118 195 3519 869 444 126 101 internal_value=0 0.204915 0.716424 1.00223 1.14521 1.23316 -0.133907 -0.0408727 1.28597 1.30698 -0.458004 -0.321616 -0.406591 -0.274834 1.32836 1.31738 -0.512614 -0.441816 -0.320263 1.30464 1.29104 1.34997 -0.538897 -0.478668 1.26925 -0.523078 -0.493593 -0.434739 1.33124 -0.38823 internal_count=39006 9925 4211 2671 2108 1792 563 316 1655 1550 1540 505 398 202 1367 1238 5714 726 279 1088 831 257 29081 525 533 4988 1469 600 298 219 Tree=59 num_leaves=31 split_feature=10 41 79 41 85 24 34 41 23 41 85 24 10 71 32 41 41 71 39 41 23 41 34 39 84 10 65 50 10 41 split_gain=1699.77 974.368 448.402 273.927 146.094 130.239 91.2072 84.8003 78.4169 118.808 74.1172 64.433 61.7298 44.4545 43.8037 37.0847 61.1414 33.2541 31.2904 29.534 28.6522 27.8216 27.7733 26.3422 25.7483 24.7671 21.0129 20.6478 20.2438 20.0875 threshold=0 0 0 1 0 0 0 2 0 0 0 0 1 0 0 0 1 1 0 1 1 2 0 0 0 1 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 6 4 5 8 22 18 14 12 20 25 26 29 -9 -5 -6 -17 -15 27 -11 -10 -18 -3 -7 28 -4 -8 -1 -12 -2 right_child=2 3 10 7 15 23 11 13 9 19 24 -13 -14 17 -16 16 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 29 22 25 14 15 23 26 13 20 19 28 11 12 17 14 16 21 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0573918 -0.0293055 0.0402451 0.0921192 0.0773902 -0.0340889 0.0120947 0.0705783 0.127369 0.0531431 0.0530072 0.038858 -0.0293852 0.117374 0.104053 0.00545451 -0.0262808 0.0101672 0.0132041 -0.0492642 0.12449 -0.0195789 0.139097 0.0991296 -0.0332517 0.0130827 0.124826 0.00809965 -0.0305997 0.10706 0.0757333 leaf_count=131 223 829 748 793 1291 943 526 1227 270 384 250 1260 709 284 563 477 108 221 9714 338 1100 136 387 1896 280 3870 377 9229 342 100 internal_value=0 -0.0162223 0.869766 0.558648 0.408336 0.146424 -0.328549 0.906479 0.629515 0.38352 1.13947 0.0938224 0.976097 1.12219 0.527066 -0.0886292 0.2705 0.678005 -0.389959 0.920725 -0.0275984 0.949281 0.637132 -0.157148 0.640749 1.20483 0.466176 -0.290699 0.832406 0.158102 internal_count=39006 28380 10626 7143 5136 4055 21237 3088 3124 2092 5490 2163 1032 1732 1356 2012 721 505 19074 722 1370 244 1216 2839 872 4618 903 9360 592 323 Tree=60 num_leaves=31 split_feature=84 31 49 31 19 33 22 49 31 14 33 55 10 85 39 55 39 22 85 65 84 85 10 53 31 55 85 90 85 91 split_gain=103.481 90.0546 44.1099 37.2698 26.8416 26.5529 26.2306 21.0326 19.2667 18.1888 16.028 13.7663 12.8502 12.7766 17.8668 12.6511 10.5532 10.1235 9.8094 9.51204 9.3389 9.07127 7.9764 11.8606 7.77128 7.54719 7.4213 7.07539 6.76278 6.50856 threshold=0 0 1 1 0 0 1 2 0 0 1 1 1 4 0 1 1 2 0 0 1 0 1 0 5 1 0 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 6 8 26 7 16 -2 -4 -1 20 18 -10 -13 14 -9 -6 19 -17 -7 -5 -8 -12 23 -19 -15 -18 -3 -26 -24 -29 right_child=1 3 4 5 15 10 9 13 11 -11 21 12 -14 24 -16 17 25 22 -20 -21 -22 -23 28 -25 27 -27 -28 29 -30 -31 leaf_parent=8 6 26 7 19 15 18 20 14 11 9 21 12 12 24 14 17 25 23 18 19 20 21 28 23 27 25 26 29 28 29 leaf_value=-0.022681 0.0462076 -0.0323673 0.0222136 0.00724826 0.0190033 0.0135642 -0.0237568 0.0543041 0.0820676 -0.0428591 0.156134 0.0632118 -0.00718497 0.017197 -0.0393092 0.0382227 0.0517326 0.0481209 0.0801592 0.0843922 0.0100874 0.0771192 -0.0388151 -0.0252368 0.0121439 0.00431709 0.00794448 -0.0403926 -0.0156451 -0.0506095 leaf_count=1018 216 542 267 112 459 185 1488 165 148 2856 116 139 595 131 347 124 150 192 196 195 602 118 2320 391 138 876 483 17847 1143 5447 internal_value=0 -0.0389939 -0.340207 0.249755 -0.366998 0.406496 -0.248308 -0.401705 -0.00164321 -0.291054 0.75419 0.238307 0.101378 -0.4107 -0.0293468 -0.195386 0.234196 -0.238684 0.486828 0.573051 -0.128746 1.16238 -0.262608 0.00148076 -0.419766 0.129111 -0.129975 -0.423405 -0.308633 -0.427025 internal_count=39006 8135 30871 2973 28971 1948 5162 24342 1900 4946 615 882 734 24075 512 4629 1333 4170 381 307 2090 234 4046 583 23563 1026 1025 23432 3463 23294 Tree=61 num_leaves=31 split_feature=74 19 74 19 77 19 15 13 19 68 19 14 75 78 8 13 14 41 41 87 67 74 77 19 89 24 85 85 3 87 split_gain=755.402 382.654 207.564 179.294 157.037 141.594 94.6284 91.4635 66.0431 64.1387 57.3712 50.769 50.0604 48.263 47.2142 41.774 38.3656 55.0522 35.0397 34.1441 33.0326 32.5574 29.28 27.8257 25.7443 25.192 38.7092 24.9308 29.4034 23.2719 threshold=0 0 1 1 1 0 0 0 0 2 1 0 0 2 2 0 0 0 0 0 3 2 2 2 2 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 5 15 13 16 21 9 -8 -6 -7 14 19 -1 -11 18 17 27 -3 -5 -16 -4 -22 -12 -24 26 -26 28 -2 -15 right_child=2 3 6 12 7 10 8 -9 -10 11 23 -13 -14 29 20 -17 -18 -19 -20 -21 22 -23 24 -25 25 -27 -28 -29 -30 -31 leaf_parent=13 28 18 21 19 9 10 8 7 8 14 23 11 12 29 20 15 16 17 18 19 22 21 24 23 26 25 26 27 28 29 leaf_value=0.150378 0.0801016 0.042434 0.0701867 0.0724989 0.11785 0.0331668 0.010359 -0.0455989 0.091419 0.0858323 0.0584705 -0.0429033 0.103828 0.0468101 0.112627 -0.0270387 -0.0346991 -0.0319194 -0.020826 -0.00259609 0.084385 0.124811 0.0874951 0.128817 0.0364769 -0.0238607 -0.0310945 0.00365628 -0.0102706 -0.0323083 leaf_count=113 663 1258 493 647 144 829 854 11569 677 245 299 3570 1007 656 101 1450 1168 847 623 446 101 1300 110 483 981 6540 842 569 224 197 internal_value=0 -0.0972284 0.591083 0.381797 -0.239026 0.295661 0.907023 -0.288868 0.523618 -0.154304 0.733051 -0.175663 0.782057 0.485803 -0.0853022 0.0336637 0.0139757 0.16602 0.233314 0.455633 -0.115913 1.1367 -0.13271 1.05054 -0.151904 -0.16827 0.069247 0.396692 0.604347 0.316281 internal_count=39006 30600 8406 5431 25169 5082 3324 24203 1531 12634 1611 12490 2100 966 8920 3331 3471 2303 1881 1093 8675 1793 8574 782 8473 8363 1823 1456 887 853 Tree=62 num_leaves=31 split_feature=7 35 7 0 29 0 61 7 61 35 35 61 91 7 61 91 87 79 61 75 66 61 91 74 91 24 13 19 10 19 split_gain=566.108 254.658 129.023 125.245 90.1524 83.1238 72.0007 64.5271 43.6537 41.1922 33.3326 31.4244 31.3677 28.9271 27.1828 23.5355 22.9465 24.8396 20.9376 18.1755 17.844 17.5252 16.6269 14.3548 14.1186 20.7473 14.254 14.0379 13.6647 14.093 threshold=0 0 1 5 3 3 0 2 1 0 1 2 0 3 3 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 6 18 -1 -5 12 -2 28 -8 15 -11 -10 -6 -9 -13 -7 17 19 -3 20 -12 -22 -16 -15 -17 -26 -27 -25 29 -4 right_child=1 2 7 4 5 9 8 13 11 10 16 14 -14 23 22 24 -18 -19 -20 -21 21 -23 -24 27 25 26 -28 -29 -30 -31 leaf_parent=3 6 18 29 4 12 15 8 13 11 10 20 14 12 23 22 24 16 17 18 19 21 21 22 27 25 26 26 27 28 29 leaf_value=0.117398 -0.0360968 -0.0110295 0.0718753 0.125882 0.000435844 -0.0458563 -0.0199589 0.0559274 -0.00895695 -0.0334967 -0.0165759 -0.00105026 0.120566 0.122926 0.0389084 -0.0356512 -0.0320174 -0.0314706 0.0349529 -0.00442309 0.0388407 0.119775 0.0919019 0.107029 -0.0349684 0.0599986 -0.00879718 0.0309032 -0.00663001 0.00820249 leaf_count=201 2939 881 405 106 225 18135 1339 378 676 3477 118 407 146 890 405 2929 601 346 992 315 242 181 377 202 804 306 373 134 270 206 internal_value=0 0.289933 0.611472 -0.316883 -0.335115 -0.34754 -0.0533354 0.847328 0.156403 -0.366552 -0.182397 0.341213 0.620459 1.02288 0.508225 -0.417047 0.0467885 0.210922 0.152281 0.390446 0.603544 0.779706 0.674716 1.13196 -0.253985 -0.0588008 0.234753 0.813372 0.38032 0.522605 internal_count=39006 10501 4358 28505 28304 28198 6143 2485 3204 27827 5280 1865 371 1604 1189 22547 1803 1202 1873 856 541 423 782 1226 4412 1483 679 336 881 611 Tree=63 num_leaves=31 split_feature=7 35 39 41 35 36 39 13 34 70 38 46 39 34 78 78 65 33 72 10 14 87 16 33 85 33 10 69 38 66 split_gain=75.2278 34.0596 26.3148 21.3697 18.7082 12.1723 9.61454 9.06093 10.8534 8.8163 8.81261 8.57574 6.72659 6.5408 7.39946 8.13609 6.18294 6.16605 5.73244 5.63774 8.0685 6.2206 5.62695 5.53476 5.39463 4.96614 4.94453 4.90985 4.82655 3.91208 threshold=0 0 0 0 0 1 0 0 0 2 1 1 0 0 1 2 2 1 1 0 0 0 1 1 0 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 5 4 6 11 23 9 8 10 -3 -6 26 28 14 -11 -16 -8 -12 -17 20 21 22 -13 27 -10 -20 29 -2 -7 -1 right_child=1 3 -4 -5 7 12 16 -9 24 13 17 19 -14 -15 15 18 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 27 9 2 3 10 28 16 7 24 14 17 22 12 13 15 18 16 17 25 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0285121 0.057681 0.0744316 -0.0496745 -0.0255834 0.0515278 0.00623138 0.0338503 -0.0399817 -0.0491603 0.0750666 0.0367653 0.00248371 -0.0448015 -0.0233337 0.077148 0.0618809 -0.0155724 -0.0110165 0.015072 -0.0488729 -0.0490319 -0.0460255 -0.0290784 -0.0157369 0.00846105 -0.0197951 -0.043721 -0.00923845 -0.0295738 0.0234247 leaf_count=116 123 129 13731 1466 160 243 174 802 539 102 159 328 2454 225 102 101 954 1139 814 3850 2466 1275 3405 968 132 291 205 135 2207 211 internal_value=0 -0.161097 -0.410001 -0.00412756 -0.337151 -0.287685 0.106821 -0.16422 -0.085751 0.205925 0.0178354 -0.384948 -0.346874 0.158365 0.211147 0.161953 -0.0758429 -0.0478642 0.109709 -0.401394 -0.362955 -0.308629 -0.258441 -0.070954 -0.370729 0.0618611 -0.0908765 0.243706 -0.257642 0.0611423 internal_count=39006 10488 28518 4358 14787 6130 2892 2931 2129 1764 1458 11856 4904 1635 1410 1308 1128 1298 1206 11324 7474 5008 3733 1226 671 1105 532 258 2450 327 Tree=64 num_leaves=31 split_feature=39 14 85 13 14 34 85 25 59 35 65 59 14 39 59 25 71 87 29 22 13 63 63 32 14 17 14 14 69 87 split_gain=764.156 407.334 235.729 230.126 134.438 105.163 94.79 89.307 71.4925 66.0046 59.5865 59.5217 48.832 42.4349 41.0995 38.6993 36.5169 50.3687 36.2965 36.6208 30.386 38.5764 29.5849 29.2892 27.4522 27.1355 26.5078 25.7577 25.3752 23.7887 threshold=0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 1 1 0 0 1 0 0 0 2 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 -1 4 6 11 -2 10 9 20 18 16 -6 27 25 24 17 -3 -5 -20 21 -4 -23 28 -9 -8 -14 -12 -21 -13 right_child=3 5 8 7 12 -7 14 15 -10 -11 13 29 26 -15 -16 -17 -18 -19 19 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=2 6 17 21 18 12 5 25 24 8 9 27 29 26 13 14 15 16 17 19 28 20 22 22 23 24 25 26 27 28 29 leaf_value=-0.0412372 -0.0264637 0.0244469 -0.00469079 0.00278822 0.0204889 -0.0250026 0.0657114 0.0173606 -0.0348316 -0.0250445 -0.0215726 -0.0313903 0.0368394 0.0648714 -0.029751 -0.0201452 0.0874303 0.0818672 0.0102887 0.0822647 0.0728772 -0.0176832 0.076389 0.0937316 0.0874133 -0.00466837 0.0893017 0.0534392 0.0509536 0.0550349 leaf_count=11364 2810 1180 769 163 848 839 956 496 1115 865 460 441 396 1492 383 631 1286 786 187 2506 920 179 597 4314 348 278 1016 243 962 176 internal_value=0 0.0369568 -0.18725 0.596984 0.282607 0.476744 0.0287195 0.720223 0.195449 0.325188 0.76372 0.580478 0.599168 0.501245 0.37682 0.23905 0.660975 0.502108 0.821733 0.835999 0.465332 0.290036 0.579815 0.851865 0.487396 0.520393 0.765529 0.0950127 0.740638 -0.0252766 internal_count=39006 20517 15809 18489 6687 4708 4427 11802 4445 3330 10327 3869 2260 2195 1617 1475 3252 1966 8132 7969 2465 1545 776 7782 844 1234 1412 703 3468 617 Tree=65 num_leaves=31 split_feature=85 14 59 14 91 39 66 13 25 70 66 31 14 66 59 53 74 85 59 66 39 74 91 87 13 32 71 17 33 13 split_gain=441.03 267.816 174.733 70.3705 68.706 65.7514 53.6442 46.5009 34.3649 28.545 25.7724 61.1764 23.802 30.1119 23.2372 21.3752 19.6146 17.5901 17.1071 19.5966 16.5156 16.2844 15.8147 15.4841 14.7179 14.59 14.3817 13.7885 13.5796 12.6628 threshold=0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 0 0 3 1 0 0 1 1 0 1 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 4 15 6 -1 29 -7 10 16 -5 -12 13 25 24 20 -8 -14 19 26 -3 23 -6 -13 -9 -11 -4 -15 -22 -2 right_child=2 3 18 8 22 7 9 14 -10 12 11 21 17 27 -16 -17 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=5 29 20 26 10 22 7 16 24 8 25 11 23 17 27 14 15 16 17 18 19 28 21 22 23 24 25 26 27 28 29 leaf_value=-0.0477159 0.0434181 -0.0173261 -0.00695705 0.0674629 0.0145624 -0.0384927 0.0799873 -0.0204772 -0.0199764 0.0633532 -0.0122438 0.114419 -0.00415336 0.0125953 -0.0432816 -0.0343077 0.008868 0.0545455 -0.0465745 -0.0239581 0.0600553 0.03851 -0.027671 0.0451594 0.0254086 0.0170168 0.0697803 -0.0261078 -0.0165515 0.0656799 leaf_count=11349 1219 647 262 957 1289 2792 631 528 484 699 1071 207 253 2217 527 1391 198 1539 1233 1471 374 780 667 181 1563 475 216 532 193 3061 internal_value=0 -0.167107 0.308897 0.189706 0.394713 -0.357105 0.448632 -0.144646 0.349979 0.324683 0.418338 0.294698 0.269078 0.178799 0.0632863 -0.130161 0.648855 0.464121 -0.221756 -0.0904902 0.0889429 0.56201 0.00892433 0.837301 0.157163 0.449809 0.287981 0.0585543 0.367876 0.597978 internal_count=39006 23044 15962 6285 12780 16759 10824 5410 3680 6544 3196 2239 5715 3923 2618 2605 829 1792 3182 1949 1214 1168 1956 388 2091 1174 478 2749 567 4280 Tree=66 num_leaves=31 split_feature=66 87 25 3 14 85 13 25 85 66 59 84 78 17 25 39 23 15 91 79 39 59 13 65 59 17 25 91 53 23 split_gain=127.574 98.7292 60.63 69.8623 40.4059 29.2012 27.1848 20.5128 27.5445 21.7184 18.0872 54.3819 17.7142 17.109 15.5454 18.217 12.7062 11.7722 12.2489 11.1554 8.24769 8.08908 7.69447 7.6706 7.17655 6.88089 12.2516 6.75923 6.72967 6.25719 threshold=0 0 0 0 0 0 0 0 0 1 0 0 3 0 0 0 0 0 1 0 0 0 1 0 1 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 17 13 5 20 12 16 28 -10 25 -12 -2 -4 29 -16 -8 18 -3 -5 -1 -19 -11 -24 -20 26 27 -6 -9 -7 right_child=6 2 3 19 10 14 7 8 9 22 11 -13 -14 -15 15 -17 -18 21 24 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 12 18 13 19 27 29 16 28 9 22 11 11 12 13 15 15 16 21 24 19 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.0515476 0.0188194 0.076298 0.130285 0.0398934 0.0346843 -0.00969841 -0.0209202 0.0143782 0.0938122 -0.0324404 -0.0339731 0.132138 -0.0486439 0.0361511 -0.0416095 0.0755642 -0.041806 -0.0180925 0.0640324 -0.0456816 -0.0299408 0.030027 0.0721337 -0.0141719 0.0056687 -0.0380407 0.0508136 -0.0157264 -0.045539 -0.0430301 leaf_count=4177 200 140 302 109 165 1015 2772 131 158 220 274 165 13667 101 115 144 5804 1553 102 297 1589 189 104 126 2132 418 165 1409 768 495 internal_value=0 -0.103952 0.148275 0.658934 -0.254283 -0.353728 -0.395873 -0.295762 -0.0293893 0.325366 -0.00522934 0.429907 -0.472973 1.11427 -0.0967544 0.363944 -0.346017 0.0261705 0.128039 -0.158776 -0.451194 -0.121095 0.0176905 0.310975 0.0864498 -0.0945179 -0.0322081 -0.103701 -0.34863 -0.202003 internal_count=39006 15056 4925 809 10131 7535 23950 10083 1507 608 2596 439 13867 403 1769 259 8576 4116 2374 406 5766 1742 450 230 2234 2157 1739 1574 899 1510 Tree=67 num_leaves=31 split_feature=33 33 33 85 33 33 33 15 53 33 53 23 38 43 33 39 14 66 23 53 13 53 41 14 10 63 15 17 31 14 split_gain=702.595 642.761 333.872 126.913 82.1662 39.8902 13.376 10.9552 5.62611 4.74022 2.93117 4.80718 1.24278 1.98967 1.14984 0.889764 0.51081 0.974139 0.390755 0.653348 1.07406 0.385935 0.36355 0.315262 0.231539 0.228651 0.445517 0.20515 0.188272 0.310038 threshold=0 1 2 0 3 4 5 0 0 6 0 0 1 0 7 0 1 1 0 0 0 0 1 0 0 0 0 0 6 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=28 16 10 4 8 -6 -7 -5 -4 -8 11 -3 -9 -14 -11 23 17 -2 19 20 -18 -17 -19 27 -10 26 -13 -16 29 -1 right_child=1 2 3 7 5 6 9 12 24 14 -12 25 13 -15 15 21 18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 17 11 8 7 5 6 9 12 24 14 10 26 13 13 27 21 20 22 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.054126 -0.0245896 0.00561716 0.0198643 0.0283681 0.0212747 0.0634132 0.0906237 -0.0547872 -0.0366187 0.107314 -0.0539368 -0.0322555 -0.00620497 -0.0544905 0.120428 0.126187 -0.0292007 -0.0360263 -0.0534808 -0.0530669 -0.0519363 0.136602 -0.0526282 0.125641 -0.0542012 -0.054215 -0.05449 0.114181 -0.0537309 -0.0408013 leaf_count=301 135 135 107 161 151 114 124 190 101 110 1042 141 101 101 582 275 234 121 3546 880 324 109 460 213 100 155 103 138 28538 214 internal_value=0 0.191863 0.653679 0.906658 1.03005 1.10939 1.16386 -0.150248 -0.158286 1.19664 -0.449506 -0.30334 -0.398403 -0.269938 1.21915 1.23085 -0.509728 -0.443287 -0.519491 -0.482334 -0.414886 1.2904 -0.492202 1.20687 -0.447275 -0.460718 -0.413203 1.19255 -0.536378 -0.485637 internal_count=39006 9953 4253 2677 2124 1816 1665 553 308 1551 1576 534 392 202 1427 1317 5700 716 4984 1438 558 384 581 933 201 399 244 720 29053 515 Tree=68 num_leaves=31 split_feature=25 10 10 59 59 85 59 85 59 59 41 10 59 10 39 25 10 10 39 41 41 41 41 41 85 41 39 79 59 69 split_gain=1677.85 868.681 281.138 261.225 213.21 120.975 119.769 113.609 68.2895 61.5306 59.766 54.0092 51.9351 117.226 43.342 42.7303 40.489 39.6796 38.6461 37.3562 36.386 22.5829 27.7199 22.0834 21.3935 20.8777 22.7051 20.3595 20.1902 18.5877 threshold=0 0 1 0 1 0 0 0 2 1 0 2 0 0 0 1 1 3 0 1 0 0 1 0 0 1 0 0 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 6 10 23 12 -3 11 -6 -8 -1 20 13 18 19 21 -15 -13 -2 -12 -4 -7 -23 -5 -10 -25 -27 -9 -11 -17 right_child=5 2 7 4 8 15 9 27 24 28 14 17 -14 16 -16 29 -18 -19 -20 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31 leaf_parent=10 18 6 20 23 8 21 9 27 24 28 19 17 12 16 14 29 16 17 18 19 20 22 22 25 24 26 26 27 28 29 leaf_value=-0.0467845 0.0599633 -0.0344575 -0.00492834 -0.0429089 0.00327053 -0.00961218 -0.0130797 -0.0211625 0.112292 0.0327358 -0.0105062 0.0185223 0.110309 0.0292278 -0.0357219 0.101446 0.112297 0.108079 -0.00925174 0.0656361 0.109283 -0.00190061 0.0772728 -0.0260099 0.0498547 0.13236 -0.00853884 0.0474854 0.113405 0.0506265 leaf_count=17338 675 2338 376 1742 488 532 444 482 537 115 948 232 3423 180 2120 390 1357 1916 562 358 149 270 295 390 192 107 119 253 272 406 internal_value=0 -0.00506949 0.555512 -0.269665 0.236753 0.894599 0.00728446 0.828588 0.744028 0.55244 -0.399316 0.950331 0.987481 0.815438 -0.123993 0.488684 1.04728 1.03154 0.333622 0.170377 0.33304 0.230696 0.453975 -0.281526 0.978279 0.0915541 0.613763 0.0841391 0.920141 0.765889 internal_count=39006 30916 6577 24339 3575 8090 3169 3408 1217 831 20764 2673 6197 2774 3426 1893 1537 2148 1237 1306 525 1097 565 2358 729 616 226 735 387 796 Tree=69 num_leaves=31 split_feature=38 84 31 38 38 31 33 49 14 22 37 36 33 44 49 22 49 39 31 91 33 66 39 85 10 37 31 42 23 34 split_gain=112.328 91.8694 71.1426 39.6429 39.8171 29.5882 25.4158 24.3783 21.6504 21.5406 18.4399 19.7398 17.6514 15.2896 15.0263 13.1913 13.1819 11.3285 10.2925 10.1704 9.97225 9.04757 12.4921 25.0046 13.0538 9.21857 10.2762 12.1651 8.69626 8.4008 threshold=5 0 0 3 4 1 0 1 0 2 0 1 1 1 2 1 3 1 0 0 0 0 0 0 0 0 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 8 -2 -5 -4 13 18 15 -9 -8 -12 -13 -7 -11 -3 -16 -15 -6 21 -20 22 23 24 28 -23 -27 -28 -18 -19 right_child=1 2 5 4 7 6 10 9 -10 14 11 12 -14 17 16 -17 19 29 20 -21 -22 25 -24 -25 -26 26 27 -29 -30 -31 leaf_parent=0 3 15 5 4 18 13 10 9 8 14 11 12 12 17 16 15 28 29 20 19 20 25 22 23 24 26 27 27 28 29 leaf_value=0.171371 0.0629375 0.0545795 -0.0138294 0.0800986 -0.0261077 0.0780027 0.0173221 0.0232293 -0.0394462 0.00302823 0.0258627 0.0776948 0.179021 0.0456311 0.0287304 -0.0126112 0.00256111 0.0427246 -0.00623593 -0.0488855 0.0503696 -0.0445045 -0.0410485 0.0143719 -0.0488795 -0.044044 0.0718546 -0.0180986 -0.0335477 -0.0128796 leaf_count=121 222 126 1012 113 990 146 197 282 2933 446 132 159 111 269 153 2100 729 146 593 6584 217 10610 4052 854 1743 1139 107 1047 932 741 internal_value=0 -0.27057 -0.0513305 -0.338935 -0.347697 0.206389 0.345449 -0.355183 -0.240795 -0.375399 0.6811 0.924589 1.21867 0.173296 -0.383698 -0.073004 -0.392313 0.0866188 -0.0930655 -0.397012 0.0929021 -0.369999 -0.303068 -0.208773 -0.31678 -0.412673 -0.265458 -0.0970355 -0.165831 -0.0338385 internal_count=39006 38885 8072 30813 30591 2913 1901 30478 5159 28678 599 402 270 1302 28396 2226 27950 1156 1800 27797 810 21213 8310 4258 3404 12903 2293 1154 1661 887 Tree=70 num_leaves=31 split_feature=74 37 37 74 37 77 15 14 14 13 89 37 41 14 8 25 41 7 23 77 32 77 3 23 46 74 37 32 13 59 split_gain=679.172 316.123 202.634 166.102 138.686 127.059 86.8546 85.2394 72.2454 70.3986 54.4614 46.0276 45.2998 42.3907 46.0741 39.3552 37.0985 47.2935 37.0549 35.5157 31.0065 25.4501 25.2171 24.22 23.6752 23.2156 25.5827 22.8909 21.9582 21.5126 threshold=0 0 1 1 0 1 0 0 0 0 2 0 0 0 2 0 0 0 0 1 0 2 0 1 2 2 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 16 4 19 22 25 12 15 10 -7 -8 18 14 -12 23 17 -3 28 -2 -19 -16 -1 -6 -23 26 -5 -21 -4 -14 right_child=3 2 7 6 8 9 11 -9 -10 -11 13 -13 29 -15 21 -17 -18 20 -20 27 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 19 17 28 26 23 10 11 7 8 9 14 11 29 13 21 15 16 20 18 27 20 24 22 23 24 25 26 27 28 29 leaf_value=0.055746 0.0663557 -0.0084525 0.0862456 0.0329289 0.0183615 0.101043 0.0074267 0.00890482 -0.0068053 -0.0452159 0.083084 0.0743491 0.0781973 -0.0447294 0.0663533 0.0243603 -0.0339575 0.0937469 0.124171 0.00454034 0.000618734 0.065045 -0.0198419 0.113694 -0.0186686 0.111945 0.118169 -0.0369689 -0.0297685 0.00888572 leaf_count=712 214 2006 181 328 125 163 766 887 473 10692 223 797 400 3197 120 341 1646 380 913 1962 306 116 215 874 7907 1329 175 1063 139 356 internal_value=0 -0.0986063 0.285656 0.547894 0.281198 -0.247238 0.81865 0.672293 0.689509 -0.295916 -0.174622 0.456949 0.874777 -0.196598 -0.114241 0.886445 -0.0538314 0.104112 1.08215 -0.0119061 0.577697 -0.145786 0.406752 1.04573 -0.166813 1.02902 0.673295 -0.0898502 0.428252 0.467044 internal_count=39006 30559 7214 8447 5052 23345 3395 2876 1813 22418 11726 1563 1989 11563 8366 1340 4338 2692 1233 3239 686 8143 927 999 8023 1832 503 3025 320 756 Tree=71 num_leaves=31 split_feature=7 35 0 7 0 0 35 7 35 66 10 63 66 91 33 91 34 40 15 63 16 36 66 63 67 59 67 40 69 41 split_gain=512.675 228.501 118.036 108.387 69.8968 63.3512 58.8647 50.7835 43.6572 33.681 29.8905 32.3382 32.7044 29.5023 25.8533 24.6467 22.2393 21.8104 17.8858 17.0932 17.8576 14.702 16.1531 14.9393 14.4524 13.6276 13.5518 12.8611 12.8355 13.9872 threshold=0 0 5 1 3 3 0 2 1 0 0 0 0 0 2 0 0 2 1 0 1 1 0 0 1 0 2 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 4 -1 17 -2 13 15 -5 -8 -6 11 12 -10 -4 -11 -7 -9 -3 -14 20 25 -19 -23 28 -22 -16 -17 -28 29 -24 right_child=1 3 5 7 9 6 8 16 10 14 -12 -13 18 -15 19 26 -18 21 -20 -21 24 22 23 -25 -26 -27 27 -29 -30 -31 leaf_parent=2 4 17 13 7 9 15 8 16 12 14 10 11 18 13 25 26 16 21 18 19 24 22 29 23 24 25 27 27 28 29 leaf_value=0.109766 0.150818 0.0919092 -0.00790442 0.0371513 -0.034515 -0.0452604 -0.0307304 0.100573 -0.0363637 0.0640134 -0.0315691 -0.00956792 0.129545 0.10752 0.103439 0.0529159 0.04299 -0.025545 0.0530112 -0.0261593 0.0629164 -0.0312 0.10419 0.00154444 -0.00535273 -0.00605096 0.0362055 -0.029649 0.0128479 0.0102157 leaf_count=197 115 133 234 902 2236 18179 3526 1329 154 278 616 555 141 138 158 136 262 496 365 1197 184 271 222 449 1869 100 162 4098 203 101 internal_value=0 0.269347 -0.31025 0.566731 -0.0612873 -0.329109 -0.346363 0.777212 -0.127719 -0.101758 0.126269 0.296865 0.584876 0.507889 0.0272359 -0.409001 0.930687 0.145842 0.793863 -0.0329234 0.0841488 0.0766883 0.194919 0.310328 0.00902476 0.647043 -0.23981 -0.265554 0.535588 0.782862 internal_count=39006 10505 28501 4368 6137 28304 27932 2493 5357 6022 1831 1215 660 372 3786 22575 1591 1875 506 3508 2311 1742 1246 975 2053 258 4396 4260 526 323 Tree=72 num_leaves=31 split_feature=7 35 24 39 35 36 70 54 41 3 46 37 59 24 78 63 17 39 10 24 10 14 24 16 86 34 33 74 36 15 split_gain=71.9913 31.874 27.3607 25.9039 19.1555 14.1206 12.4018 11.1353 9.52001 10.1748 9.19749 8.06866 9.6635 7.70685 7.10088 6.52644 6.38822 6.13974 5.9003 5.85407 5.4689 8.38903 6.39496 6.60031 5.3773 5.17643 7.41178 5.17413 4.65531 4.5986 threshold=0 0 0 0 0 1 2 2 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 5 6 4 10 25 -3 -8 9 13 18 12 -9 -6 -4 28 -17 -7 19 -1 21 22 23 -12 -13 26 -2 -24 -14 -15 right_child=1 2 14 -5 8 17 7 11 -10 -11 20 24 15 29 -16 16 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 26 6 14 3 13 17 7 12 8 9 23 24 28 29 14 16 16 17 18 19 20 21 27 23 24 25 26 27 28 29 leaf_value=0.032852 0.0437995 0.0840392 0.0200998 -0.0492966 0.0166659 -0.0261468 0.0884843 0.0711634 -0.0356416 -0.0407799 0.0133589 0.0260805 0.039281 -0.0331513 -0.0250432 0.012164 0.0737282 -0.0446716 -0.0465998 -0.0283959 -0.0486104 -0.0494139 -0.0452193 -0.0264159 -0.0279503 -0.037206 -0.00807282 -0.013886 -0.00931788 0.014553 leaf_count=182 198 109 205 13687 837 2478 102 138 1049 459 227 134 109 415 2138 212 138 2440 205 144 3918 2441 1982 2406 433 251 783 400 609 177 internal_value=0 -0.156696 -0.00332265 -0.403945 -0.33102 -0.281087 0.181182 0.13263 -0.154823 -0.0567571 -0.380585 0.0916126 0.190154 0.0327126 -0.201525 0.113707 0.360973 -0.346634 -0.0741276 0.0884142 -0.398118 -0.359731 -0.304367 -0.22001 -0.147637 -0.0475658 0.0313325 -0.39931 -0.0111424 -0.190158 internal_count=39006 10477 4327 28529 14842 6150 1984 1875 2937 1888 11905 1773 1206 1429 2343 1068 350 4918 531 326 11374 7456 5015 2633 567 1232 981 2382 718 592 Tree=73 num_leaves=31 split_feature=13 14 13 85 14 14 74 59 59 14 13 66 53 47 85 35 74 41 53 19 7 88 14 24 35 59 68 85 24 17 split_gain=648.322 474.497 261.112 232.325 121.626 113.67 95.0098 61.8328 58.3464 45.0371 44.4013 41.971 41.8594 41.1457 43.1709 38.8947 38.8816 38.3076 35.1611 30.9386 28.1522 27.0657 25.0166 23.5257 22.1447 22.021 21.2846 19.6181 18.8965 23.332 threshold=0 0 1 0 1 0 0 0 0 1 2 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 5 23 18 8 10 15 12 -7 17 25 20 14 -12 19 22 -4 24 -5 -2 -15 -8 -1 -3 -6 -13 -11 -25 -30 right_child=2 4 6 7 11 9 16 -9 -10 27 13 26 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 29 -31 leaf_parent=23 20 24 17 19 25 9 22 7 8 27 14 26 12 21 14 15 16 17 18 19 20 21 22 28 24 25 26 27 29 29 leaf_value=-0.0489753 0.0488793 0.0401752 0.0666369 0.0486456 0.0442174 0.0190914 0.0199773 -0.0334545 -0.0453911 0.0911314 0.0931416 0.005811 -0.0157341 0.0940672 0.0501677 -0.0134759 -0.0242504 0.0142121 -0.0247923 -0.0107729 -0.0147859 0.0515946 0.0723827 -0.0363259 -0.03067 -0.0384641 0.0803473 0.0472859 0.0305519 -0.0482622 leaf_count=8758 1011 894 1608 2036 936 858 720 1095 1311 688 947 121 1384 3869 1859 841 490 674 1051 448 409 476 460 2233 222 133 2058 496 574 346 internal_value=0 0.0582 0.564838 -0.19296 0.471754 0.218682 0.698365 0.178948 -0.0115996 0.532577 0.754005 0.646633 0.133826 0.811334 0.651626 0.293006 0.279494 0.538784 0.0688337 0.39826 0.344427 0.901995 0.435318 -0.412752 0.281309 0.359416 0.768036 0.730663 -0.241725 0.038628 internal_count=39006 21746 17260 16331 5415 6157 11103 4420 4115 2042 9433 3248 2804 7151 2806 3325 1670 2282 2167 2484 1420 4345 1180 11911 1116 1069 2179 1184 3153 920 Tree=74 num_leaves=31 split_feature=85 14 59 14 39 91 47 13 20 87 47 25 39 33 66 24 23 14 91 47 39 17 39 39 63 53 47 66 59 66 split_gain=399.881 244.971 156.345 64.5565 61.0539 59.8539 44.474 43.0772 31.6122 30.1754 29.7287 29.0198 22.472 22.3554 20.8567 19.8278 19.0867 19.426 18.8598 18.5397 18.2252 22.3778 21.0201 20.6856 18.5288 17.9548 17.4967 16.8085 15.4198 17.8449 threshold=0 0 0 1 0 0 3 0 2 6 2 0 1 1 1 3 2 4 0 0 0 0 1 2 0 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 5 15 -1 6 -2 -6 -8 -10 -11 14 -9 -12 -5 -3 -15 -18 19 -14 21 24 -22 -24 -19 -17 -26 -7 29 -4 right_child=2 3 28 11 7 27 8 12 9 10 13 -13 18 16 -16 25 17 20 -20 -21 22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_parent=4 6 15 29 14 7 27 8 12 9 10 13 11 19 16 14 25 17 24 18 19 22 21 23 23 26 25 26 27 28 29 leaf_value=-0.0472372 -0.00291182 0.069599 0.0257516 -0.000729312 -0.0385427 0.0230861 0.115944 -0.0272895 0.105216 0.0121468 0.0149266 -0.0185894 0.0618037 0.021894 0.0453135 0.00130591 0.127424 0.0256121 -0.0199355 0.00786083 0.0389265 -0.01196 0.0434006 0.0776717 0.0268359 -0.0400566 0.0801944 -0.0177815 -0.0459636 -0.02437 leaf_count=11380 919 130 479 569 2773 728 208 907 247 1205 846 491 525 879 2565 1155 115 1063 488 689 1388 348 893 1878 313 1303 585 1232 1239 1466 internal_value=0 -0.165804 0.287938 0.174833 -0.352989 0.366087 0.414903 -0.146729 0.448302 0.432365 0.414518 0.326879 0.0518084 0.452775 0.388682 -0.136791 0.484179 0.518035 0.191273 0.330356 0.504406 0.36683 0.575953 0.668388 0.439452 -0.19008 0.622816 0.00606266 -0.221366 -0.0975211 internal_count=39006 22975 16031 6213 16762 12847 10887 5382 9968 9760 9513 3625 2609 8308 3134 2588 7462 6583 1702 1214 6468 2309 4159 2771 1961 2458 898 1960 3184 1945 Tree=75 num_leaves=31 split_feature=66 87 24 25 3 25 24 85 41 66 25 14 66 61 43 14 79 17 52 91 24 47 53 14 85 13 59 37 14 59 split_gain=124.759 96.9103 52.5423 47.4373 51.7516 38.7026 32.5713 27.528 31.9242 29.7858 22.5547 19.1038 18.6884 13.23 13.1814 11.6879 10.4962 10.4507 10.2309 11.2147 10.174 9.66804 9.26484 8.50304 8.9034 7.59912 7.43191 7.3568 7.31255 9.86604 threshold=0 0 0 0 0 0 1 0 2 1 0 0 1 0 0 1 0 0 1 0 6 0 0 2 0 6 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 11 13 17 28 -7 25 9 -9 20 -1 21 18 -8 -13 -6 -5 -3 27 -10 -12 -11 -17 -25 -2 -15 -20 -4 -30 right_child=7 3 5 4 16 6 14 8 10 22 12 15 -14 26 -16 23 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_parent=11 25 18 28 17 16 6 14 9 20 22 21 15 12 26 14 23 16 17 27 19 20 21 22 24 24 25 26 27 29 29 leaf_value=-0.0503956 0.0182295 0.0473056 -0.0255277 0.110639 0.0382787 -0.0145729 0.103664 0.125667 0.00840658 0.0429883 0.101507 -0.0450554 -0.0187215 -0.021207 0.0249194 -0.0332559 -0.0445592 0.0381258 0.00807132 0.0592391 -0.0387571 0.0113752 -0.0332438 0.0482533 -0.0199502 -0.047318 0.0306104 -0.031725 -0.0107925 0.0532442 leaf_count=4898 121 355 2169 303 114 351 189 125 308 161 105 597 834 1238 129 228 289 101 1866 188 8333 126 303 249 160 13590 150 288 1017 121 internal_value=0 -0.09325 -0.245961 0.155924 0.59943 -0.0532139 0.379317 -0.386206 -0.285544 0.286197 -0.322584 -0.418593 0.016723 0.0454005 0.762336 -0.14993 -0.129084 0.967388 0.13486 0.0775115 -0.369536 0.549209 -0.0484346 0.0436385 0.228631 -0.466952 -0.145497 0.0292178 -0.173149 -0.0207136 internal_count=39006 15000 10108 4892 807 3976 669 24006 10295 589 9706 6132 1065 4085 318 1234 403 404 2697 2342 8641 231 464 637 409 13711 1388 2154 3307 1138 Tree=76 num_leaves=31 split_feature=33 33 33 85 33 33 53 33 15 33 53 23 24 14 14 15 7 14 61 39 23 13 53 24 86 31 14 87 31 66 split_gain=663.92 589.949 289.808 108.16 55.1535 30.5767 10.0987 9.27708 8.06385 4.21652 2.06612 3.86993 1.50445 0.981786 0.699507 1.0639 1.10458 0.520465 0.429717 0.352775 0.352145 0.625017 1.12325 1.29011 0.327474 0.309476 0.487357 0.22624 0.195402 0.187661 threshold=0 1 2 0 3 4 0 5 0 6 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 6 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=25 14 10 4 6 -6 -4 -7 -5 -9 11 -3 17 24 15 16 -2 18 -11 29 21 22 23 -16 -10 26 -1 -28 -13 -20 right_child=1 2 3 8 5 7 -8 9 13 12 -12 28 -14 -15 20 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=26 16 11 6 8 5 7 6 9 24 18 10 28 12 13 23 15 16 17 29 19 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.0538989 -0.045675 0.00056027 0.0423194 0.0224239 0.0238863 0.0636437 -0.0436848 0.082527 -0.0553065 0.106223 -0.0529187 -0.0420373 0.125249 -0.0182054 -0.01243 -0.051943 -0.0133289 0.11543 0.105079 0.119039 -0.0534344 -0.0537762 -0.0518384 -0.0488616 -0.0376878 -0.0534533 -0.0288365 -0.0464393 -0.0540745 0.113132 leaf_count=303 164 128 113 153 148 115 195 122 117 615 1024 219 161 114 115 443 126 289 112 118 3552 788 427 127 154 28545 116 103 172 128 internal_value=0 0.185346 0.622383 0.848493 0.958028 1.02173 -0.0153742 1.06852 -0.152204 1.09578 -0.450428 -0.324289 1.11682 -0.37224 -0.507487 -0.429021 -0.309831 1.10069 1.08489 1.12484 -0.519316 -0.483534 -0.424029 -0.295127 -0.456261 -0.533296 -0.467119 -0.369365 -0.471033 1.09351 internal_count=39006 9939 4197 2654 2116 1808 308 1660 538 1545 1543 519 1423 385 5742 733 290 1262 973 358 5009 1457 669 242 271 29067 522 219 391 240 Tree=77 num_leaves=31 split_feature=25 10 59 10 59 10 59 85 10 59 41 59 59 10 39 10 10 39 25 41 41 59 41 39 59 41 41 41 41 39 split_gain=1414.88 751.635 253.225 238.176 184.004 105.48 102.814 98.0776 66.8883 63.0816 58.9808 50.0266 44.0898 97.9787 42.3626 35.6826 34.6972 34.5035 31.8879 31.1995 29.7751 24.022 21.8614 21.8566 20.0344 19.6035 18.8405 17.8971 25.8126 16.81 threshold=0 0 0 1 1 2 0 0 3 2 0 1 0 0 0 1 4 0 1 0 1 0 0 0 2 1 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 10 6 22 19 -3 12 21 -6 -1 -8 13 17 20 -15 -10 -2 27 -5 -12 -7 -4 26 -13 -21 -24 -9 -29 -19 right_child=7 3 4 5 9 8 11 18 16 -11 14 24 -14 15 -16 -17 -18 29 -20 25 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=10 17 6 22 19 9 21 11 27 16 9 20 24 12 15 14 15 16 29 18 25 20 21 26 23 24 25 26 28 28 29 leaf_value=-0.0461361 0.0553682 -0.0341213 -0.0411085 -0.0184849 0.00161331 -0.0398876 -0.0138402 -0.0048466 0.0273894 0.0911564 -0.00875821 0.0203889 0.100665 0.0236205 -0.0354721 0.101991 0.100791 0.0307966 0.0690033 0.0154917 0.0576881 0.0740912 0.00443017 -0.0309266 0.0999146 0.119674 0.121295 -0.00349116 0.0737174 -0.0411383 leaf_count=17317 669 2305 1733 638 497 246 444 556 215 734 941 113 3379 175 2138 1385 1908 236 801 170 371 128 172 353 284 108 104 263 288 335 internal_value=0 -0.0053974 -0.258032 0.511454 0.236026 0.758491 0.00130621 0.817529 0.884895 0.691995 -0.390593 0.488125 0.900369 0.744845 -0.117203 0.952038 0.956394 0.308144 0.45653 0.10314 0.16732 0.00847721 -0.257336 0.104593 0.801676 0.629333 0.555465 0.233432 0.436245 -0.0951397 internal_count=39006 30919 24360 6559 3593 3413 3146 8087 2497 1231 20767 841 6179 2800 3450 1560 2123 1240 1908 916 1312 374 2362 629 397 278 276 1107 551 571 Tree=78 num_leaves=31 split_feature=31 55 10 24 37 41 42 31 22 42 39 85 85 66 41 89 91 53 85 24 13 10 49 55 19 63 47 35 14 24 split_gain=93.2977 73.7697 65.4987 44.935 37.4162 34.3863 24.1504 21.5958 21.5171 19.3007 15.1897 25.3695 14.786 11.9998 11.8905 10.8242 11.1738 9.98551 9.76416 13.6967 9.69145 8.71349 8.47992 8.74047 7.98527 7.60763 7.52712 7.49782 9.91753 14.8363 threshold=0 1 1 0 0 0 1 1 1 2 0 0 1 0 1 1 0 0 0 0 0 0 1 1 1 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=8 3 7 21 18 -5 -6 -3 24 -8 11 17 -13 -14 26 -9 27 22 -4 20 -20 -2 -10 -24 -1 -7 -11 28 29 -17 right_child=1 2 4 5 6 25 9 15 10 14 -12 12 13 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 21 7 18 5 6 25 9 15 22 26 10 12 13 13 14 29 16 17 20 19 20 21 23 23 24 25 26 27 28 29 leaf_value=0.0551306 0.0337599 -0.0167074 -0.0429798 0.112009 0.0600193 -0.0256357 0.0853913 0.106322 0.0211885 -0.027554 -0.0425211 -0.0308908 0.0229761 -0.0166151 -0.0220604 0.0247294 -0.021481 -0.0465488 -0.00761824 -0.0318167 0.0713714 -0.0290953 0.0303848 -0.0336538 -0.00771234 0.0461068 0.0367442 0.0185135 0.0175084 0.121547 leaf_count=130 157 490 4253 401 293 134 111 110 172 162 13635 1395 849 932 2154 120 159 4379 329 1990 128 471 132 4064 714 148 355 292 174 173 internal_value=0 -0.0866915 -0.157266 0.410944 -0.239403 0.748729 -0.0231586 0.276222 -0.348364 -0.0966291 -0.36321 -0.297534 -0.113542 0.0292307 -0.139673 0.442468 0.360648 -0.373651 -0.351283 -0.229268 0.156813 -0.0989584 -0.288796 -0.314226 0.0252999 0.158691 0.185887 0.463769 0.632288 0.850291 internal_count=39006 12604 11293 1311 9775 683 3075 1518 26402 2782 25558 11923 3176 1781 2671 1028 918 8747 6700 2447 457 628 4368 4196 844 282 517 759 467 293 Tree=79 num_leaves=31 split_feature=75 29 77 37 74 77 46 37 37 74 37 85 46 89 24 41 14 19 46 85 25 7 15 13 85 2 23 41 85 24 split_gain=598.183 270.235 196.457 173.241 134.208 93.1105 85.925 78.1256 68.2404 57.8994 57.5139 46.9631 45.6263 38.7775 38.3844 36.0067 35.707 35.073 34.2705 31.8146 29.7062 28.4292 27.7698 26.4661 24.776 19.5376 18.6022 18.5476 17.51 23.2723 threshold=0 1 1 0 0 2 3 0 1 1 1 0 2 2 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 16 21 4 19 -4 -7 12 15 27 -9 17 -8 -14 -10 25 20 -12 -15 -2 26 -3 -11 -20 -16 -5 -1 -6 29 -23 right_child=3 2 5 8 9 6 7 10 14 22 11 -13 13 18 24 -17 -18 -19 23 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 19 21 5 25 27 6 12 10 14 22 17 11 13 18 24 15 16 17 23 19 20 29 22 23 24 25 26 27 28 29 leaf_value=0.0318832 0.012354 0.0986429 0.0772874 0.0759892 0.0364878 0.173179 0.0570321 -0.0206494 0.110942 0.0996154 0.0155029 -0.0175134 0.0596418 0.0127749 0.0935204 -0.00563168 -0.00587602 0.0906148 -0.0301301 -0.0307421 0.000510558 0.0196064 0.0242303 -0.0486045 0.0329101 0.0106759 0.0927697 -0.0337689 -0.00198274 0.0876137 leaf_count=214 1897 271 293 665 477 112 192 3744 1312 641 664 781 210 718 411 452 309 490 10754 1515 211 388 195 9865 438 211 745 235 321 275 internal_value=0 -0.102293 -0.172456 0.495692 0.24064 -0.230931 -0.251509 -0.261317 0.775243 0.615974 -0.0184841 0.282009 -0.334513 -0.349444 0.946401 0.4313 0.614941 0.544209 -0.361783 -0.0407902 0.725705 0.514394 0.866256 -0.383128 0.642204 0.623009 0.826022 0.191067 0.357455 0.518601 internal_count=39006 30557 29078 8449 4960 27823 27530 27418 3489 1548 5679 1935 21739 21547 2161 1328 1479 1154 21337 3412 1170 1255 836 20619 849 876 959 712 984 663 Tree=80 num_leaves=31 split_feature=7 35 0 35 29 0 61 47 75 66 35 0 66 87 10 91 14 10 19 65 91 29 35 85 61 47 61 91 31 87 split_gain=464.814 187.779 104.228 93.334 76.7156 68.9394 65.2715 47.2169 51.4363 38.7914 38.6445 29.8834 29.3875 26.3722 28.0769 23.6176 22.8327 24.2301 22.759 19.2499 19.5268 17.7581 16.9659 16.1429 15.689 15.0331 12.9918 12.6561 12.1548 11.6665 threshold=0 0 5 1 3 3 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1 1 2 0 2 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 6 23 24 -4 15 -2 19 -9 -8 11 -7 -12 14 22 -6 17 25 -10 -5 -21 -13 -14 -1 -3 -11 -27 -23 -24 -26 right_child=1 3 4 7 5 10 9 8 18 16 12 21 13 -15 -16 -17 -18 -19 -20 20 -22 27 28 -25 29 26 -28 -29 -30 -31 leaf_parent=23 6 24 4 19 15 11 9 8 18 25 12 21 22 13 14 15 16 17 18 20 20 27 28 23 29 26 26 27 28 29 leaf_value=0.138324 -0.0349724 -0.025449 0.105819 -0.0172837 -0.00309328 0.0697375 -0.0230259 0.0940528 0.0657559 0.118264 -0.0457558 -0.00660381 0.00046326 -0.0356022 -0.0304721 0.0970938 -0.00399266 0.000263717 0.00198375 0.0100672 0.108781 -0.0460081 0.0716786 0.0387451 0.0366755 0.0147433 0.0682893 -0.0299629 0.0167338 -0.0186346 leaf_count=103 2967 673 108 299 235 148 1028 1431 377 153 1697 1024 943 1217 838 147 645 456 451 166 101 17165 315 106 601 388 515 4132 311 266 internal_value=0 0.255967 -0.298025 0.520521 -0.317477 -0.330643 -0.0476981 0.675863 0.777018 0.150886 -0.350132 -0.402308 -0.169517 -0.0585125 0.0750997 0.512442 0.305897 0.447354 0.375682 0.181505 0.520225 -0.410849 0.236561 0.947527 0.0395296 0.611835 0.502922 -0.427161 0.464263 0.214515 internal_count=39006 10517 28489 4365 28280 28172 6152 2825 2259 3185 27790 22469 5321 3624 2407 382 2157 1512 828 566 267 22321 1569 209 1540 1056 903 21297 626 867 Tree=81 num_leaves=31 split_feature=35 24 34 16 39 36 66 36 66 46 16 70 9 78 67 67 14 10 16 23 54 6 87 84 29 70 54 47 36 24 split_gain=72.6449 42.644 27.7347 24.5157 19.116 18.4259 15.3668 12.0126 11.0869 10.9726 9.31881 8.35575 8.9754 9.37052 8.15462 6.99737 6.4379 7.19318 7.89154 9.13254 8.00632 7.5916 6.06796 8.24134 8.05713 6.02369 5.81396 5.78854 5.60213 5.39045 threshold=0 0 0 3 0 1 0 1 1 1 2 2 1 1 1 1 0 0 1 0 2 1 0 0 1 1 2 2 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 2 6 -1 5 9 -2 14 -8 -5 29 -10 -13 -14 -3 -15 17 18 19 -12 -20 -22 23 24 -17 -4 -6 -16 -26 -7 right_child=1 7 25 4 26 10 8 -9 11 -11 16 12 13 15 27 22 -18 -19 20 -21 21 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_parent=3 6 14 25 9 26 29 8 7 11 9 19 12 13 15 27 24 16 17 20 19 21 21 22 23 28 25 26 27 28 29 leaf_value=0.0579265 -0.0214285 0.0536511 0.0255147 0.0551264 -0.0127715 0.0306315 -0.0299551 -0.0361809 0.0793195 -0.0149931 0.0557352 0.0858518 0.0804312 0.057558 0.0377098 -0.0368226 -0.0488 -0.0454554 0.0238783 -0.0186367 0.0124494 -0.0368589 -0.0205516 0.0666604 0.0547968 -0.0360749 -0.0486928 -0.0234694 0.0104534 -0.0332084 leaf_count=167 614 130 123 118 362 201 231 4518 113 1442 105 112 114 171 118 174 3416 3629 136 468 200 5123 282 150 150 1288 13600 675 936 140 internal_value=0 -0.137734 0.0291324 -0.394023 -0.400457 -0.336658 0.137613 -0.303529 0.212985 -0.0790543 -0.370279 0.258318 0.222684 0.188339 -0.0369434 0.149327 -0.382406 -0.349047 -0.299958 -0.0428187 -0.332336 -0.348988 0.104563 0.163529 0.104779 -0.30367 -0.477494 -0.139463 0.173001 0.0380217 internal_count=39006 9899 4458 29107 28940 14978 3047 5441 2433 1560 13418 2202 2089 1977 923 1863 13077 9661 6032 573 5459 5323 1692 1410 1260 1411 13962 793 1086 341 Tree=82 num_leaves=31 split_feature=39 14 79 24 39 59 25 21 39 7 19 7 29 25 32 71 87 65 66 15 59 39 32 24 14 13 72 37 28 54 split_gain=546.5 321.272 167.108 155.096 94.0779 84.0122 79.0665 76.0529 65.0717 63.4475 56.437 49.1847 39.0502 41.8371 31.6514 31.1188 51.7254 28.909 27.2809 29.3372 28.7481 22.942 21.9182 21.4354 25.2451 20.6784 23.7931 18.0962 17.4353 18.1489 threshold=0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 2 0 0 0 0 2 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 4 -1 5 11 10 9 -4 12 15 23 -5 25 -10 16 -3 18 19 -6 -21 -19 -13 24 -2 26 -14 -17 29 -20 right_child=2 6 8 7 17 -7 -8 -9 14 -11 -12 22 13 -15 -16 27 -18 21 28 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=3 24 16 8 12 19 5 6 7 14 9 10 22 26 13 14 27 16 21 29 20 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0409801 0.00117249 0.0165249 -0.0291331 -0.0530517 0.0430948 -0.017894 -0.0313117 -0.033797 -0.0013282 -0.0266459 -0.00554515 -0.0138728 0.0813359 -0.0415246 0.0527487 0.0836387 0.0724772 0.0179891 -0.0254871 0.0790593 -0.00527655 0.0578953 0.037969 0.0626536 0.0629427 0.07132 0.0204487 0.0330429 0.0798904 0.0658275 leaf_count=9960 583 1231 1650 289 1657 1108 776 1940 771 1182 648 678 265 315 798 1017 781 663 103 1528 147 1457 562 2374 337 792 1134 246 3830 184 internal_value=0 0.0290302 0.498594 -0.179187 0.559652 0.366711 0.403595 0.0748312 0.0587734 0.221066 0.478552 0.455813 0.360958 0.421555 0.303796 0.557871 0.417173 0.648888 0.691976 0.581499 0.733351 0.469309 0.112978 0.552394 0.302927 0.495419 0.342758 0.748522 0.773929 0.370383 internal_count=39006 20576 18430 15877 15211 5642 4699 5917 3219 3977 3923 4534 2795 2506 1569 3275 2012 9569 7449 3332 1675 2120 1240 3294 920 2191 1399 1263 4117 287 Tree=83 num_leaves=31 split_feature=24 59 91 14 47 82 87 84 38 33 87 47 33 69 20 14 23 33 91 59 66 31 47 42 33 3 42 66 33 84 split_gain=329.208 160.909 106.958 89.8962 47.4868 43.179 41.4265 39.9659 37.2634 43.9044 36.8543 35.5381 34.2826 28.5162 27.4701 25.7393 24.243 23.7723 23.4681 21.7189 25.8893 19.6432 18.4538 18.2288 17.2864 16.8818 18.5354 19.7864 17.4908 16.1464 threshold=0 0 0 0 3 1 0 0 1 0 1 2 0 0 2 0 0 1 1 1 0 6 0 1 0 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 2 4 6 -2 -6 8 25 9 -1 -8 -7 13 14 -13 -14 -15 -11 24 20 29 -16 -9 -23 -4 26 -5 28 -28 -3 right_child=1 19 18 7 5 11 10 22 -10 17 -12 12 15 16 21 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=9 4 29 24 26 5 11 10 22 8 17 10 14 15 16 21 15 16 17 18 19 20 23 22 23 24 25 28 27 28 29 leaf_value=-0.0453769 -0.00719786 -0.00645978 0.0167544 0.0601906 -0.0218955 0.0111971 -0.0330999 0.0505721 -0.046395 -0.0260427 0.0294788 0.131345 -0.00367587 0.0795607 0.0947346 0.0436186 0.0458073 0.092445 -0.0362139 -0.0474 -0.0252903 0.0663454 -0.00288809 0.0330577 -0.0300374 -0.0482236 0.0362238 -0.0319259 -0.0408578 0.0682813 leaf_count=635 1118 337 1493 185 553 1568 1401 855 10124 166 743 108 1087 1448 173 780 1552 220 1201 1801 1893 608 449 5238 573 727 464 1039 232 235 internal_value=0 0.217032 0.286654 -0.216243 0.350148 0.379972 -0.334508 0.0672384 -0.408445 0.034976 -0.0383805 0.400435 0.436599 0.481756 0.407421 0.185806 0.631299 0.568306 -0.0964511 -0.238956 -0.101322 0.389726 0.3473 0.368766 0.0448451 -0.113551 -0.0180944 -0.0965541 0.166124 0.302044 internal_count=39006 21766 17500 17240 14233 13115 13289 3951 11145 1021 2144 12562 10994 9127 6127 1867 3000 386 3267 4266 2465 6019 1304 5846 2066 2647 1920 1735 696 572 Tree=84 num_leaves=31 split_feature=66 24 25 14 3 14 39 78 25 13 79 87 13 25 59 59 23 21 88 24 15 91 24 23 87 87 24 79 53 84 split_gain=123.651 89.5941 80.3122 47.541 34.5109 30.1059 29.2682 28.8856 23.9395 21.8336 20.5435 19.8138 16.6715 16.7415 15.5323 14.3291 14.2213 15.4815 12.9846 12.9681 12.0107 21.5601 12.0675 11.9591 11.0607 10.932 9.25247 8.79422 7.07816 6.71263 threshold=0 0 0 0 0 1 0 3 0 0 0 0 1 1 0 1 0 0 0 1 0 1 1 0 0 1 2 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 14 24 15 -5 -2 -8 23 -10 12 -7 -11 -14 20 -4 17 -16 19 -17 21 -3 28 -9 -1 -26 -24 -6 -23 -13 right_child=6 2 4 5 27 11 7 8 9 10 -12 29 13 -15 16 18 -18 -19 -20 -21 -22 22 26 -25 25 -27 -28 -29 -30 -31 leaf_parent=24 6 21 15 5 27 11 7 23 9 12 10 29 13 13 17 19 16 17 18 19 20 28 26 23 25 25 26 27 28 29 leaf_value=-0.049646 -0.0466124 0.0643219 0.127236 -0.0385219 0.0289113 0.00358154 0.0794653 -0.0212633 -0.0342927 -0.004818 -0.0364603 0.0324727 0.038104 0.143122 0.106292 0.030846 -0.00610058 0.00442008 0.00943743 0.0945498 -0.0203133 0.0376889 -0.0133558 -0.0418801 -0.0443121 0.00609972 0.0221358 -0.0414502 -0.0272849 0.0963322 leaf_count=4897 12983 228 115 796 154 646 124 2869 864 218 263 121 171 117 151 173 286 114 140 289 2573 105 639 6357 598 425 1018 223 1191 158 internal_value=0 -0.0811019 0.0816464 -0.300325 0.54284 0.0372904 -0.376626 -0.275877 -0.293547 -0.00706582 0.259075 0.274729 0.500787 0.810005 -0.0391814 0.732382 0.306465 0.638026 0.616065 0.748663 -0.07853 0.0154832 -0.0432893 -0.349175 -0.431934 -0.209271 0.0845257 -0.0657004 -0.219977 0.706383 internal_count=39006 15040 7399 7641 1094 1721 23966 10983 10859 1633 769 925 506 288 6305 717 551 265 602 462 5754 3181 2953 9226 5920 1023 1657 377 1296 279 Tree=85 num_leaves=31 split_feature=33 33 33 33 38 33 33 33 53 42 24 53 23 14 14 15 7 65 90 7 23 24 53 31 14 72 24 66 66 39 split_gain=614.364 518.625 244.237 76.4495 56.8823 35.7841 12.4128 6.25733 6.12572 4.51136 3.83765 2.58596 3.87064 1.43941 0.654665 1.10068 1.0347 0.639043 0.454905 0.453167 0.38266 0.753819 1.9793 0.317488 0.512883 1.02349 0.28615 0.229418 0.462505 0.224537 threshold=0 1 2 3 1 4 5 6 0 1 0 0 0 0 1 0 0 0 1 1 0 0 0 6 0 2 0 0 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=23 14 11 8 9 29 -7 -8 -4 -5 13 12 -3 18 15 16 -2 -10 -9 -20 21 22 -16 24 -1 -26 -14 -21 -29 -6 right_child=1 2 3 4 5 6 7 10 17 -11 -12 -13 26 -15 20 -17 -18 -19 19 27 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=24 16 12 8 9 29 6 7 18 17 9 10 11 26 13 22 15 16 17 19 27 20 21 22 23 25 25 26 28 28 29 leaf_value=-0.0536868 -0.0448363 0.00285093 0.012816 -0.0556398 0.0226031 0.0491186 0.0696005 0.0917623 -0.0288961 0.00637098 0.125206 -0.0526469 -0.0356769 0.110472 -0.0174639 -0.0516206 -0.0128824 -0.0540532 0.105267 0.10028 -0.0527478 -0.052701 -0.0513958 -0.0532411 -0.0537592 -0.0154998 -0.0506906 0.101485 0.088239 0.0100916 leaf_count=314 157 133 184 115 104 128 137 156 129 145 171 1015 147 287 153 448 126 161 253 341 3551 865 435 28566 117 101 244 100 123 100 internal_value=0 0.17291 0.579605 0.783515 0.867235 0.928524 0.983808 1.01555 -0.144734 -0.161303 1.0418 -0.434051 -0.292655 1.01532 -0.499597 -0.42189 -0.297918 -0.42055 0.989014 1.00249 -0.511386 -0.473059 -0.396901 -0.531106 -0.463145 -0.359997 -0.446734 0.979791 0.943393 0.168465 internal_count=39006 9908 4173 2634 2160 1900 1696 1568 474 260 1431 1539 524 1260 5735 731 283 290 973 817 5004 1453 588 29098 532 218 391 564 223 204 Tree=86 num_leaves=31 split_feature=25 10 59 79 59 84 24 23 14 3 59 59 39 10 10 23 59 39 59 59 71 19 31 59 7 59 35 65 59 75 split_gain=1228.72 671.295 231.806 202.025 160.3 86.3359 80.4511 80.3009 54.8492 45.6418 62.4438 42.4152 40.2274 36.9773 28.2638 27.7449 26.6223 25.8441 25.4034 25.2597 24.2662 22.2907 25.965 19.9227 19.4447 19.31 18.2307 17.1414 16.8395 16.5785 threshold=0 0 0 0 1 0 0 0 0 0 0 2 0 1 1 1 0 0 0 1 0 0 0 1 0 2 0 0 3 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 17 6 -4 9 7 14 -7 10 12 26 24 16 -3 -9 -5 27 -8 -12 -10 -15 -23 -18 -2 -21 -6 -1 -13 -17 right_child=5 3 4 13 11 8 18 15 20 -11 19 28 -14 21 -16 29 23 -19 -20 25 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 24 14 4 16 26 8 18 15 20 9 19 28 12 21 14 29 23 17 18 25 20 22 22 23 24 25 26 27 28 29 leaf_value=-0.0345464 0.0760127 -0.0152713 -0.0256913 -0.0216523 -0.0317941 0.0606231 -0.0350444 0.06444 0.0538128 0.0913646 0.0485375 0.021495 -0.00247676 0.0977385 0.0930885 0.0230096 -0.0167593 -0.047921 0.0203438 0.0377693 -0.0359823 0.0912305 0.0149242 0.0902107 0.00944407 0.101786 0.0532546 -0.00692543 0.0895985 -0.0312566 leaf_count=7860 527 145 2336 331 257 720 1798 221 121 3890 398 132 694 1312 487 416 112 11232 433 136 469 249 249 168 182 945 227 1651 602 706 internal_value=0 -0.0106826 -0.256868 0.47274 0.216888 0.754629 0.148286 0.396499 0.341665 0.81722 0.654029 0.634998 0.351369 0.799896 0.814367 0.0482345 0.348977 -0.387789 -0.190905 0.845542 -0.129918 0.886427 0.578206 0.657519 0.607536 0.951837 0.0703174 -0.291246 0.80974 -0.106401 internal_count=39006 30924 24297 6627 3554 8082 4206 1975 1310 6772 2882 1218 1403 2421 632 1343 611 20743 2231 1479 590 1810 498 280 709 1081 484 9511 734 1122 Tree=87 num_leaves=31 split_feature=84 31 19 31 14 49 55 55 42 49 24 22 89 31 59 16 33 91 90 10 53 42 39 66 24 55 24 10 37 91 split_gain=93.6632 68.5134 38.1722 26.3852 22.0177 21.1002 18.1816 17.6316 18.8947 17.1614 15.0566 13.1154 11.9796 11.7895 11.6139 10.3875 10.0851 9.7013 11.2347 9.46698 13.3636 9.67962 9.26431 8.84084 17.454 13.5099 13.4999 10.0084 8.50196 8.15267 threshold=0 0 0 1 0 1 1 1 1 2 1 1 1 0 0 2 0 0 2 1 0 1 0 0 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 4 5 -3 11 13 10 14 -9 -7 -4 -2 -10 -1 -5 -14 -15 18 -11 20 -8 -21 23 24 27 26 -25 -20 -17 -13 right_child=1 3 6 7 -6 9 19 8 12 17 -12 29 15 16 -16 28 -18 -19 22 21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_parent=13 11 3 10 14 4 9 20 8 12 18 10 29 15 16 14 28 16 17 27 21 20 21 22 26 24 25 26 27 28 29 leaf_value=-0.0264504 0.0522239 -0.0109203 0.106734 0.0997951 -0.0379401 0.0182459 0.0494567 0.0872811 0.0703639 0.0451894 0.00858743 -0.00317348 0.0718349 0.000921885 0.0291327 -0.0163513 0.0748269 -0.0493532 -0.0173444 0.0176554 -0.0184419 -0.0268134 -0.0434847 -0.0329743 0.0104672 -0.0401825 0.0802627 -0.0490625 0.0200312 -0.0417225 leaf_count=704 140 1016 101 181 2942 265 243 154 156 100 479 1667 100 339 143 570 116 5548 1425 346 469 3703 8557 176 748 5948 105 1508 629 428 internal_value=0 -0.0216375 -0.316427 0.223715 -0.216849 -0.36166 -0.123401 0.348755 0.247019 -0.381027 0.27918 -0.046821 0.163767 -0.0540484 0.724878 0.0944447 0.212987 -0.390167 -0.361543 -0.177813 0.0756217 -0.228901 -0.366922 -0.313457 -0.211671 -0.374304 0.175171 -0.314981 0.0357521 -0.106014 internal_count=39006 8126 30880 2949 5177 25539 5341 1933 1609 24380 580 2235 1455 1159 324 1299 455 24115 18567 4761 712 4049 18467 9910 3681 6229 281 2933 1199 2095 Tree=88 num_leaves=31 split_feature=75 29 77 75 89 29 89 13 29 37 37 19 74 37 77 77 82 67 24 25 37 46 89 46 33 14 19 13 35 39 split_gain=518.325 234.958 184.821 168.993 107.878 79.4977 76.9334 69.065 56.3949 55.0039 52.0023 47.1567 46.4633 43.0482 42.5255 31.6938 29.9799 29.9626 29.9048 28.0756 24.7222 24.452 23.9934 23.6746 22.3348 20.1944 19.9576 19.6657 18.8084 18.6416 threshold=0 1 1 1 4 2 3 0 1 0 0 0 0 1 2 1 1 3 0 0 1 2 2 1 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 19 16 8 -4 -6 -7 9 -2 14 12 15 -5 -11 -8 -10 -3 -16 -13 25 -12 -19 -23 -24 -14 -1 -15 -17 -18 -9 right_child=3 2 4 10 5 6 7 29 11 13 20 18 24 26 17 27 28 21 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 8 16 4 12 5 6 14 29 15 13 20 18 24 26 17 27 28 21 18 19 20 22 23 23 24 25 26 27 28 29 leaf_value=0.0739239 0.0776914 0.0973163 0.166245 0.0158103 0.147159 0.128558 0.0833844 -0.025013 0.0579886 -0.0102778 0.0546338 0.0695436 0.0821499 0.0168481 0.0929927 -0.00318336 0.0490541 0.0478868 0.0042691 -0.00781933 0.0934407 0.0596817 0.0194694 -0.0324788 0.0180932 0.00808917 0.0759308 -0.0425113 -0.00725066 -0.0469082 leaf_count=964 325 236 106 1046 127 161 106 3557 186 1910 610 499 675 605 106 1559 705 140 573 263 1509 134 455 10576 184 239 422 1294 312 9423 internal_value=0 -0.0968215 -0.163952 0.457602 -0.222719 -0.235738 -0.246404 -0.257979 0.137125 -0.147814 0.670323 0.0479968 0.455369 0.127308 -0.229377 -0.11342 0.492763 -0.250532 0.384548 0.566902 0.832693 -0.264224 -0.282181 -0.297436 0.699151 0.656755 0.461104 -0.191341 0.334109 -0.403578 internal_count=39006 30547 29081 8459 27828 27722 27595 27434 4435 14454 4024 4110 1905 2937 11517 3038 1253 11411 1072 1466 2119 11305 11165 11031 859 1203 1027 2853 1017 12980 Tree=89 num_leaves=31 split_feature=7 35 0 7 0 61 29 7 35 61 66 0 87 79 61 61 61 61 34 75 91 47 61 61 61 61 61 69 15 40 split_gain=433.761 164.997 89.8193 77.814 62.8534 62.2275 61.9881 40.8142 39.377 33.8804 28.2618 27.2202 27.2101 28.092 24.7395 23.6089 19.7335 19.556 18.613 17.0518 16.75 15.4111 14.8589 18.5572 29.8094 14.4981 15.4219 12.327 13.5228 11.5079 threshold=0 0 5 1 3 0 3 2 0 1 0 4 0 0 2 3 0 0 0 0 0 2 1 3 2 4 5 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 5 -1 16 17 -2 -6 29 11 -7 -10 -8 13 19 -11 -16 27 -4 -9 21 -13 -12 -18 -24 -25 -17 -27 28 -3 -5 right_child=1 3 4 7 6 9 8 18 10 14 12 20 -14 -15 15 25 22 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31 leaf_parent=2 5 28 17 29 6 9 11 18 10 14 21 20 12 13 15 25 22 17 18 19 20 21 23 24 24 26 26 27 28 29 leaf_value=0.0849558 -0.0347443 0.0714615 -0.0227257 0.0753078 0.0932942 -0.0175211 0.0652698 0.085471 -0.0450551 -0.00842003 0.0874178 -0.0443981 -0.0355648 -0.0366105 -0.00397686 0.0212098 -0.000215199 0.0775369 0.0333048 -0.0113686 -0.0260426 0.0243204 -0.0139041 0.00673413 0.110503 0.0220144 0.0908513 -0.0508588 -0.0122402 0.0193575 leaf_count=205 2957 102 152 158 100 1352 140 1345 1686 675 204 18013 1240 656 409 269 425 224 260 576 4321 929 137 201 230 144 368 320 451 757 internal_value=0 0.244007 -0.292819 0.487216 -0.311778 -0.0431322 -0.330998 0.657589 -0.343308 0.145598 -0.158925 -0.397436 -0.0506911 0.0859436 0.303521 0.445905 0.130173 0.489866 0.790156 0.223744 -0.405935 0.369959 0.313059 0.507036 0.697964 0.594212 0.745317 -0.130946 0.0608325 0.302061 internal_count=39006 10560 28446 4386 28241 6174 27865 2520 27765 3217 5291 22474 3605 2365 1865 1190 1866 376 1605 1709 22334 1133 993 568 431 781 512 873 553 915 Tree=90 num_leaves=31 split_feature=7 24 39 42 6 77 34 46 33 33 29 16 54 68 19 36 36 37 78 33 16 31 70 47 24 53 16 41 7 6 split_gain=66.3766 28.1063 25.1772 16.2223 15.0594 13.3797 13.1652 13.6256 14.9868 16.9737 12.2657 11.3498 11.111 9.71799 9.60343 10.6689 9.53406 9.27177 9.12413 20.0808 8.95283 8.63049 7.55013 7.07208 12.118 8.49997 5.67589 5.32896 6.40525 4.8762 threshold=0 0 0 1 2 3 0 1 0 1 1 3 2 1 0 1 1 0 1 1 2 0 1 0 0 0 1 0 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 3 5 -2 -5 -1 7 -6 10 21 -9 -7 -3 23 15 -12 -15 -16 19 -14 -18 -10 -17 -13 25 -25 -22 28 -20 -28 right_child=1 12 -4 4 6 11 -8 8 9 -11 14 13 18 16 17 22 20 -19 27 -21 26 -23 -24 24 -26 -27 29 -29 -30 -31 leaf_parent=5 3 12 2 4 7 11 6 10 21 9 15 23 19 16 17 22 20 17 28 19 26 21 22 25 24 25 29 27 28 29 leaf_value=0.0537019 -0.0529563 0.0172378 -0.0482694 0.0859069 0.0700324 0.0385521 -0.0283903 -0.0341903 -0.00963744 -0.0445359 0.0610753 -0.0311121 0.0890607 -0.0102247 0.0732104 0.0537919 0.00571155 0.00719497 -0.0370185 -0.0313323 -0.0214134 0.0554676 -0.00705689 0.0876876 -0.0390581 -0.00058563 0.0112463 -0.045716 -0.0121412 -0.0409615 leaf_count=101 380 353 13731 125 160 131 934 286 305 838 168 479 102 965 268 118 300 188 1894 294 1166 170 869 135 187 148 117 1901 1161 11033 internal_value=0 -0.145999 -0.390197 -0.0117655 0.0279308 -0.316044 0.00321285 0.0676263 0.0305863 -0.187699 0.155584 -0.323743 -0.277068 -0.331668 0.226177 0.109516 -0.350419 0.495316 -0.307654 0.0475694 -0.371048 0.14168 0.00976065 -0.072136 0.14779 0.469014 -0.383209 -0.341595 -0.274841 -0.403288 internal_count=39006 10513 28493 4808 4428 14762 4303 3369 3209 1313 1896 14661 5705 14530 1610 1154 13581 456 5352 396 12616 475 987 949 470 283 12316 4956 3055 11150 Tree=91 num_leaves=31 split_feature=39 14 85 39 53 79 14 59 1 14 7 41 7 0 41 23 32 65 59 24 6 24 24 24 41 32 22 32 47 47 split_gain=479.136 281.898 190.302 145.892 114.633 71.828 60.1253 50.7242 46.284 44.7192 40.117 34.0422 33.8212 28.0648 26.7425 25.9938 24.2059 24.0905 23.709 23.1213 23.0304 22.0359 24.8168 23.4804 19.7198 18.9036 17.8487 17.2453 16.4695 16.4664 threshold=0 0 0 1 0 0 0 0 1 1 0 0 0 1 1 2 0 0 0 0 1 0 1 2 2 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 21 4 10 9 -6 12 -5 18 19 13 17 -10 27 -15 -8 28 -3 -2 -17 -1 -23 -24 -16 -12 -22 -13 -4 -28 right_child=3 5 7 8 6 -7 16 -9 11 -11 25 14 -14 15 24 20 -18 -19 -20 -21 26 22 23 -25 -26 -27 29 -29 -30 -31 leaf_parent=21 19 18 28 8 6 5 16 7 13 9 25 27 12 15 24 20 16 17 18 19 26 22 23 23 24 25 29 27 28 29 leaf_value=-0.0483277 0.0246834 0.0278227 0.0193796 -0.0109193 -0.0283369 -0.0286284 -0.0049437 -0.0329636 0.0904937 0.0564117 -0.0173998 0.0320927 -0.01465 0.0829584 0.0352691 -0.00742938 0.0516988 -0.00407071 -0.0355619 0.0602855 -0.00201534 -0.0386645 -0.0209555 0.0565794 -0.0212483 0.0371787 0.0498981 0.0634652 0.0556771 0.0667818 leaf_count=8424 827 1158 648 373 2512 779 477 1123 796 2372 571 797 908 1004 544 166 528 564 387 1949 146 2044 592 303 380 394 2814 1217 1237 2972 internal_value=0 0.0232468 -0.176642 0.462434 0.242549 0.369411 -0.0582155 0.151429 0.566675 0.442866 0.42874 0.582534 0.251891 0.633573 0.424443 0.601146 0.282965 0.349667 0.167856 0.518449 0.561204 -0.401242 -0.226032 0.0900052 0.155169 0.0750417 0.576149 0.520896 0.438187 0.588783 internal_count=39006 20539 15843 18467 7258 4696 3517 4480 11209 3917 3741 10836 3357 7898 2938 7102 1005 2449 1545 2776 6098 11363 2939 895 924 965 5932 2014 1885 5786 Tree=92 num_leaves=31 split_feature=85 14 59 39 14 87 39 33 91 25 75 23 70 87 38 33 47 47 47 87 24 59 33 91 71 47 39 74 23 31 split_gain=328.877 214.533 107.979 60.8117 48.9672 43.5348 34.0669 29.4205 24.8435 22.9438 22.3767 18.59 18.2745 17.4864 17.2035 19.9778 17.0249 18.9754 17.8821 16.9442 16.4443 15.9548 14.3979 14.0009 12.9347 12.7695 12.6682 12.5211 13.2484 17.8582 threshold=0 0 0 0 1 0 1 0 0 0 0 0 1 1 1 0 3 2 4 2 0 1 0 0 0 0 2 1 0 6 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 5 -1 20 8 -5 13 10 23 14 22 -12 -7 15 -2 -16 -18 -19 -15 -3 24 26 27 -4 -26 -8 -6 -29 -30 right_child=2 4 21 6 9 7 11 -9 -10 -11 12 -13 -14 19 16 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31 leaf_parent=3 15 20 24 6 27 13 26 7 8 9 12 11 12 19 16 15 17 18 18 19 20 21 22 23 25 25 26 28 29 29 leaf_value=-0.0468853 0.02146 -0.0328362 -0.0220123 -0.0347444 0.0614131 0.0334512 -0.00172584 0.00850645 -0.0105706 -0.0177684 0.054083 -0.0126207 -0.0123003 0.0345815 -0.0210778 0.10702 -0.0113064 -0.019737 0.0387888 0.0629925 0.00595419 -0.0434975 -0.0181462 -0.0046954 0.0567116 -0.0057134 0.0611375 0.050373 0.0737678 0.0104009 leaf_count=11312 179 1443 1146 2837 525 2103 244 866 1126 495 189 1563 991 1036 315 202 396 230 2787 2398 1181 1248 284 449 264 520 505 697 140 1335 internal_value=0 -0.15506 0.257968 -0.341267 0.156327 0.319406 -0.135412 0.425019 0.202586 0.284638 0.250685 0.0459411 -0.00311231 0.471717 0.311519 0.687219 0.272351 0.305636 0.351392 0.549935 -0.119299 -0.178669 0.272087 0.337167 -0.0532944 0.17925 0.425898 0.38013 0.310004 0.193519 internal_count=39006 23010 15996 16745 6265 12818 5433 6403 6415 3641 5289 2596 1180 5537 4109 381 3728 3413 3017 3434 2624 3178 1033 3146 1930 784 749 2697 2172 1475 Tree=93 num_leaves=31 split_feature=87 25 3 23 31 24 25 17 78 19 17 14 47 2 47 59 85 31 31 14 14 10 87 24 87 24 71 39 41 59 split_gain=111.744 74.3861 54.9079 43.5099 31.8459 29.8738 30.3585 29.117 19.5104 19.052 18.5694 17.9872 17.8273 16.0582 13.4048 16.6157 13.5922 12.242 12.1721 11.6395 10.0859 10.1788 9.33502 9.33091 9.16494 8.51078 8.26057 7.91668 7.61109 7.58471 threshold=0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 1 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 4 7 5 10 11 29 17 9 -5 14 -1 13 -8 15 24 -17 22 23 -13 -4 -22 -3 -6 -2 -26 -9 -10 -27 -7 right_child=1 2 20 8 18 6 12 26 27 -11 -12 19 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 28 -28 -29 -30 -31 leaf_parent=11 24 22 20 9 23 29 13 26 27 9 10 19 12 13 14 16 16 17 18 19 21 21 22 23 25 28 26 27 28 29 leaf_value=-0.0491501 -0.0110846 0.0707911 -0.0392729 0.0885705 -0.0524253 -0.0219351 0.0723301 -0.0283905 -0.0495658 -0.0550662 -0.0319333 -0.0464776 -0.0182286 -0.0247374 -0.0124822 0.00547788 0.116505 0.0294345 -0.0498877 0.0106291 0.0649182 -0.0365548 0.12328 0.00198184 -0.013265 0.0164203 0.0445338 -0.0370484 0.0611203 0.0130803 leaf_count=3498 1147 219 614 102 317 3611 296 199 10839 101 1501 448 303 115 3144 110 112 160 2209 535 115 133 220 692 413 922 155 6121 258 397 internal_value=0 -0.0539286 0.365938 -0.348602 -0.142044 -0.209651 -0.0853671 0.652097 -0.436188 0.276023 -0.0602501 -0.383546 0.305087 0.534152 -0.00206439 0.106492 0.688 0.869381 -0.376326 -0.0943493 -0.184228 0.221132 0.996691 -0.14537 0.0529666 0.167419 0.0680228 -0.44868 0.265978 -0.181819 internal_count=39006 12640 1815 26366 10825 9203 4722 953 17163 203 7607 4481 714 411 6106 2962 222 599 3218 983 862 248 439 1009 2740 1593 354 16960 1180 4008 Tree=94 num_leaves=31 split_feature=33 33 33 85 74 33 38 43 15 59 21 53 23 15 14 15 47 14 53 91 23 24 53 32 31 14 32 87 39 41 split_gain=582.396 469.419 218.174 80.6015 48.6595 24.1111 11.8815 9.43858 8.94285 6.77176 4.2061 2.37673 4.04753 0.814235 0.70398 1.11311 1.05785 0.518913 0.401861 0.367322 0.312515 0.625635 1.60935 0.272235 0.210627 0.32763 0.136703 0.0893304 0.0855151 0.0703307 threshold=0 1 2 0 0 3 1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 6 0 0 0 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=24 14 11 4 5 10 -5 13 -8 -6 -4 12 -3 17 15 16 -2 18 -7 -15 21 22 -16 -14 25 -1 -19 -27 -13 -17 right_child=1 2 3 6 9 7 8 -9 -10 -11 -12 28 23 19 20 29 -18 26 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=25 16 12 10 6 9 18 8 7 8 9 10 28 23 19 22 29 16 26 18 19 20 21 22 23 24 27 26 27 28 29 leaf_value=-0.0534672 -0.0445749 0.00313298 0.0361992 -0.0553431 0.0202674 0.0961586 0.0589717 0.0420969 -0.0203486 -0.0502989 -0.0323235 -0.0440176 -0.0511068 0.0963443 -0.0199787 -0.0443132 -0.0117979 0.0993907 0.0871445 0.0860941 -0.0524903 -0.0524802 -0.0511276 -0.0353588 -0.0530185 -0.0337499 0.105849 -0.0452615 -0.0532939 -0.0532981 leaf_count=303 146 131 123 246 115 807 104 111 191 101 102 102 258 100 149 100 138 158 116 269 3532 873 448 128 28534 118 115 103 937 348 internal_value=0 0.166655 0.545442 0.732842 0.826129 0.887617 -0.133157 0.9254 0.158224 -0.0524959 0.12953 -0.434045 -0.295823 0.948737 -0.497189 -0.414825 -0.288965 0.966524 0.950431 0.889004 -0.509791 -0.474632 -0.404105 -0.460088 -0.529097 -0.471866 1.02113 -0.389204 -0.524124 -0.513089 internal_count=39006 9948 4214 2658 2117 1901 541 1676 295 216 225 1556 517 1565 5734 732 284 1196 923 369 5002 1470 597 386 29058 524 273 221 1039 448 Tree=95 num_leaves=31 split_feature=25 10 59 79 59 24 24 75 39 41 85 41 39 59 10 41 41 59 41 19 59 41 24 41 39 59 75 85 19 19 split_gain=1046.85 614.734 213.761 175.139 139.294 76.9513 69.4291 76.338 67.273 60.4615 43.6287 42.8577 41.4286 41.0468 40.7296 29.7851 42.0724 26.5148 22.6812 22.3825 22.9343 22.2164 22.18 17.3166 18.8893 17.2559 15.8859 15.3161 15.1557 18.872 threshold=0 0 0 0 1 0 0 0 0 0 0 1 1 2 1 0 1 0 2 0 0 0 1 0 0 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 9 6 23 19 7 14 25 -1 28 -11 21 -6 17 -8 -17 -3 -13 -2 -21 -10 -14 -4 -25 -7 -9 -15 -5 -30 right_child=5 3 4 10 13 8 15 26 12 11 -12 18 22 27 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_parent=9 19 17 23 28 13 25 15 26 21 11 10 18 22 27 14 16 16 17 18 20 20 21 22 24 24 25 26 27 29 29 leaf_value=-0.0457347 0.0848521 -0.0301572 -0.0386255 0.091177 0.00335129 0.0478552 -0.0387347 0.0262269 0.00476792 -0.0292559 0.0229147 -0.00106638 0.0296029 0.0875365 0.083684 -0.0251359 0.0849521 0.0725332 0.0666409 0.0311052 0.0769924 0.0747835 -0.0324108 0.0492607 -0.0324147 0.0826254 -0.0374919 0.0366167 0.0860564 0.0199429 leaf_count=17373 3929 389 1742 1403 483 638 1507 218 279 2516 516 593 306 542 624 501 209 125 286 427 634 374 672 269 346 810 612 188 252 243 internal_value=0 -0.0111846 -0.25216 0.450175 0.200675 0.696449 0.144964 0.373803 0.472333 -0.382123 0.752643 -0.0973291 0.180512 0.586373 0.630196 -0.176332 0.183018 0.103075 0.274942 0.798591 0.604458 0.514286 -0.0945527 -0.2452 0.0815806 0.691383 -0.16607 0.757327 0.840107 0.581074 internal_count=39006 30937 24338 6599 3570 8069 4185 1968 3079 20768 2414 3395 1631 1213 1138 2217 710 514 879 4990 1061 653 978 2357 615 1448 830 730 1898 495 Tree=96 num_leaves=31 split_feature=44 49 49 49 49 49 37 31 55 10 68 10 15 24 31 42 22 39 85 53 22 34 85 31 16 7 24 47 55 85 split_gain=95.2522 68.6089 65.6688 49.3355 47.4692 49.3848 25.2312 23.3798 22.42 21.2846 16.6897 14.9686 13.6151 12.444 12.3017 14.2513 13.5105 10.789 17.1689 9.96947 8.76437 8.75002 8.40674 8.15363 7.93073 6.78276 6.63245 6.62256 6.10563 5.94997 threshold=1 4 5 3 2 1 0 0 1 1 1 1 0 0 1 1 1 0 0 0 1 1 0 0 1 0 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=8 -2 -3 -4 12 11 17 22 13 19 27 -6 26 -1 -12 -16 -17 18 -7 -10 -13 -20 -8 -11 25 -24 -5 -9 -18 -23 right_child=1 2 3 4 5 6 7 10 9 23 14 20 -14 -15 15 16 28 -19 21 -21 -22 29 24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=13 1 2 3 26 11 18 22 27 19 23 14 20 12 13 15 16 28 17 21 19 20 29 25 23 24 25 26 27 28 29 leaf_value=0.0138587 0.103617 0.127016 0.05261 0.0946715 0.0338354 -0.0399189 -0.0424697 -0.00622413 0.106765 -0.0237476 -0.0350034 0.0373364 -0.00204864 0.108034 0.0697149 0.06529 0.0257277 -0.0448987 0.0265023 0.0257679 -0.0144856 -0.0336348 0.0691439 0.0190986 -0.0257126 -0.0246791 0.0321307 0.0695005 -0.0230405 -0.0126004 leaf_count=105 183 116 353 123 404 10065 2941 108 125 602 950 168 478 168 138 125 154 12127 230 137 2245 1699 120 559 1375 102 214 209 971 1712 internal_value=0 -0.266081 -0.27596 -0.283985 -0.295551 -0.31285 -0.346235 -0.209769 0.306309 0.16162 -0.0307655 -0.0185737 0.23302 0.810232 -0.107391 0.0285789 -0.0606239 -0.387188 -0.336913 0.672371 -0.100455 -0.192933 -0.335102 -0.0128165 -0.18202 0.2846 0.559468 0.476751 -0.150434 -0.225981 internal_count=39006 37310 37127 37011 36658 35843 33026 7193 1696 1423 2655 2817 815 273 2338 1388 1250 25833 13706 262 2413 3641 4538 1161 1597 222 337 317 1125 3411 Tree=97 num_leaves=31 split_feature=74 19 19 14 85 78 25 14 4 85 24 75 24 37 37 14 41 25 85 37 15 74 2 24 87 46 59 24 2 14 split_gain=462.158 263.426 115.015 113.299 97.6698 94.2708 94.151 53.616 51.6977 44.0038 80.4315 38.0997 38.206 34.3163 31.8256 31.3372 28.528 28.0621 32.8529 28.0433 37.4693 25.6664 24.5999 23.0721 22.5264 19.5044 18.9578 24.2219 18.5399 18.184 threshold=0 0 1 0 0 2 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 15 6 5 23 9 8 22 19 -11 12 25 -8 -13 17 -4 18 -3 20 -2 29 -7 -1 -12 -10 27 -18 -16 -5 right_child=3 2 16 21 -6 7 13 -9 11 10 24 14 -14 -15 28 -17 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 20 18 16 29 4 22 13 7 25 10 24 14 12 13 28 15 27 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0237164 0.0754839 0.0484332 0.0746101 0.0109605 -0.0409392 0.108897 -0.0231287 -0.0390073 0.0965416 0.0846022 0.0300877 0.000376796 -0.024763 0.0429808 0.0908069 -0.0348905 0.103665 -0.0321589 -0.010819 0.0986637 0.0173064 0.0320592 -0.0180388 0.122999 -0.0245283 0.00876879 0.00185369 0.00920765 0.00428438 -0.0405399 leaf_count=187 1498 943 1257 552 10722 243 1002 4164 109 608 660 1046 6685 556 246 1012 177 600 768 932 528 527 125 209 563 1242 459 203 163 1020 internal_value=0 -0.0858965 0.297741 0.44365 -0.215619 -0.088197 0.545385 -0.129814 -0.0397029 0.642197 0.412856 -0.0781029 -0.159991 0.050184 0.209142 0.0101192 0.596704 0.138155 0.259622 0.758996 0.645813 -0.0216867 0.75307 0.861017 0.0778806 0.185881 0.30555 0.602535 0.640408 -0.196334 internal_count=39006 30560 5419 8446 25141 14419 6347 14023 9859 4789 1831 9491 8036 1558 1455 3323 2096 2311 1711 2958 2026 2099 368 396 1223 1351 839 380 409 1572 Tree=98 num_leaves=31 split_feature=7 7 40 7 40 40 74 40 40 7 40 7 16 31 91 24 85 67 31 91 39 47 36 23 7 91 37 75 58 40 split_gain=369.889 137.723 86.2445 67.4628 50.1942 48.1111 55.2761 34.7756 36.4408 34.1938 24.251 21.9369 20.4341 20.0251 18.793 18.7758 18.5479 16.5419 15.7534 13.8163 13.7428 13.1453 12.2645 11.9968 13.3128 11.6687 11.4852 19.767 11.06 10.8933 threshold=0 1 2 2 3 1 4 3 2 3 1 4 2 2 0 0 0 2 0 0 0 0 2 0 5 1 0 0 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 7 15 14 -4 13 -7 -2 -9 29 -10 18 -8 16 20 -1 -6 -14 -11 -17 22 -12 -3 -13 -25 -16 27 -24 -19 -5 right_child=1 3 4 9 5 6 12 8 10 11 21 23 17 -15 25 19 -18 28 -20 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31 leaf_parent=15 7 22 4 29 16 6 12 8 10 18 21 23 17 13 25 19 16 28 18 19 20 21 27 24 24 25 26 27 28 29 leaf_value=-0.0180723 0.0925269 -0.0456308 0.0763113 0.0696501 -0.00648315 0.106032 0.0148839 0.0616338 0.0186238 0.0668592 -0.0363555 0.123205 0.0105932 -0.00989926 0.0173491 0.024877 0.114217 0.0350558 0.00018453 0.0981881 -0.0254142 -0.0099949 0.0136505 0.0375039 0.0860363 0.077531 -0.0134109 0.0943164 -0.04043 0.0135582 leaf_count=210 125 174 194 149 155 148 442 282 974 264 2027 161 425 2881 308 252 113 107 227 216 645 2448 384 202 765 238 285 210 23385 610 internal_value=0 0.215617 -0.283722 0.438309 -0.311493 -0.323531 -0.366169 -0.0474155 -0.0805818 0.614037 -0.130742 0.73358 -0.377732 -0.0294668 0.136791 0.488862 0.563285 -0.389405 0.397557 0.689906 0.0133645 -0.209418 0.16459 0.84202 0.774439 0.461565 0.255605 0.411303 -0.399673 0.258451 internal_count=39006 10478 28528 4622 27850 27656 24507 5856 5731 2378 5449 1619 24359 3149 2244 678 268 23917 491 468 1698 4475 1053 1128 967 546 879 594 23492 759 Tree=99 num_leaves=31 split_feature=35 24 66 36 34 16 36 13 66 68 42 29 41 84 54 32 46 59 14 34 16 16 54 33 65 13 41 47 7 35 split_gain=71.7292 34.6514 26.0016 18.9639 16.318 11.7753 11.4103 10.381 9.8243 8.5777 8.1162 7.88127 8.43901 8.63312 7.71273 7.32961 7.19576 7.09844 6.65615 7.12011 7.13672 7.19746 7.61402 5.96246 7.47612 5.73269 5.75678 7.03568 5.56173 4.57868 threshold=0 0 0 1 0 3 1 0 1 1 1 1 0 0 2 0 1 0 0 0 1 2 2 1 1 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 2 -2 16 8 -5 25 9 -4 23 -10 -12 13 17 15 -8 -1 -13 19 20 -11 -22 -23 -7 -25 26 27 -3 -18 -16 right_child=1 6 4 5 -6 7 14 -9 10 18 11 12 -14 -15 29 -17 28 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=16 2 27 8 5 4 23 15 7 10 20 11 17 12 13 29 15 28 17 18 19 21 22 22 24 24 25 26 27 28 29 leaf_value=0.0276644 -0.0337523 -0.0145229 -0.0286202 0.0335376 -0.0202271 0.0422907 0.0603182 -0.0475299 -0.0396437 -0.00228343 -0.0117443 0.024695 0.00176203 0.0831825 -0.0449497 -0.0350732 -0.0336241 0.0642022 -0.0481383 -0.0469881 0.0204011 0.0252013 -0.0355691 0.0378698 -0.0328793 -0.0234549 -0.023659 0.0647535 -0.00860307 -0.026611 leaf_count=175 1097 110 235 133 961 127 121 11648 108 535 254 980 421 188 2289 116 1450 268 3948 2743 149 139 6147 137 612 479 159 183 1149 1945 internal_value=0 -0.116897 0.0323646 -0.378992 0.125412 -0.404153 -0.274925 -0.409094 0.207909 -0.360104 0.249139 0.277385 0.324195 0.396399 -0.335831 0.139436 -0.170231 0.332144 -0.377852 -0.34054 -0.297079 -0.324528 -0.340329 -0.0973544 -0.195824 -0.0123878 0.179648 0.371544 -0.211696 -0.363849 internal_count=39006 9914 4512 29092 3415 26318 5402 26185 2454 14537 2219 2111 1857 1436 4471 237 2774 1248 13661 9713 6970 6435 6286 876 749 931 452 293 2599 4234 Tree=100 num_leaves=31 split_feature=13 14 85 13 14 14 74 59 59 66 0 75 53 28 66 33 14 72 53 19 71 43 16 24 54 41 66 29 14 59 split_gain=414.455 322.978 179.954 178.668 83.5166 75.2718 61.7323 47.5038 44.1167 36.1017 35.8285 29.9283 29.432 28.9227 30.1159 29.2525 27.3896 26.802 25.94 25.042 24.167 29.2701 21.7504 20.9775 19.3356 18.0364 17.3058 17.1375 16.4101 16.3557 threshold=0 0 0 1 1 0 0 0 0 0 1 0 0 1 0 0 1 2 0 0 0 0 1 0 1 0 0 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 23 5 18 8 10 17 12 29 -5 -8 -2 24 15 -15 -7 -4 -3 25 21 -11 -16 -1 -12 27 -18 -19 -28 -6 right_child=3 4 7 6 9 16 11 -9 -10 20 13 -13 -14 14 22 -17 26 19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_parent=23 12 18 17 10 29 16 11 7 8 21 24 11 12 15 22 15 26 27 18 19 20 21 22 23 24 25 28 27 28 29 leaf_value=-0.0468495 0.0253831 0.0208001 0.0648483 0.0846039 0.0312573 0.0132385 0.0353558 -0.0334415 -0.0449003 0.0525581 -0.0315404 -0.0225532 -0.0169991 0.0419263 0.020926 0.081088 0.0311339 -0.0429487 -0.0244021 -0.0236069 0.0767628 -0.0362112 0.069898 -0.0226485 0.0384207 -0.0144171 0.02656 0.035337 0.0840765 -0.0408626 leaf_count=8777 1393 1121 414 1124 954 837 1111 1085 1308 979 183 549 1366 3268 278 586 510 171 1059 627 1068 134 3633 3152 373 418 185 1712 502 129 internal_value=0 0.0440044 -0.17555 0.44471 0.367102 0.158348 0.549389 0.136895 -0.0366485 0.503897 0.591851 0.21631 0.0844501 0.555441 0.577859 0.476473 0.400283 0.228753 0.0356769 0.159215 0.612316 0.442318 0.670741 -0.388011 0.174447 0.239635 0.543864 0.311425 0.704403 0.248526 internal_count=39006 21800 16356 17206 5444 6101 11105 4427 4067 3264 9445 1660 2759 8321 7765 3854 2034 3342 2180 2928 2181 1113 3911 11929 556 2301 1197 1883 687 1083 Tree=101 num_leaves=31 split_feature=85 14 59 24 25 66 91 91 7 36 24 70 84 59 33 47 41 29 69 91 59 74 66 71 14 66 66 33 69 85 split_gain=284.454 191.468 101.451 56.9146 40.3382 38.8729 27.6212 25.267 25.0613 22.9872 22.8505 21.2033 20.9848 20.6977 18.9879 17.4468 16.1533 14.4982 14.15 14.041 13.828 13.4814 13.4148 14.6691 13.3602 24.173 13.3172 12.6898 12.022 11.7865 threshold=0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 3 1 1 0 0 1 0 0 0 0 1 0 0 0 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 5 -1 7 14 9 10 13 -7 12 21 22 17 18 -13 27 -5 -2 -19 26 -11 23 -3 25 28 -4 -12 -17 -26 right_child=2 4 20 8 -6 6 -8 -9 -10 11 16 15 -14 -15 -16 24 -18 19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_parent=3 18 23 26 17 4 9 6 7 8 21 27 15 12 13 14 28 16 19 18 19 20 21 22 23 29 25 26 27 28 29 leaf_value=-0.0464558 0.0374028 -0.0205805 0.0225923 -0.0521787 -0.0290819 -0.0103566 -0.0132832 -0.0166568 -0.0385823 0.0680632 0.0940802 -0.00983321 0.0346127 -0.043704 0.0104113 0.0291905 0.0309599 0.0166305 0.0576966 -0.0239347 -0.0433696 0.00391862 -0.0401374 0.0655992 -0.00187725 0.00757024 -0.0205859 0.0130464 0.0740572 0.0490345 leaf_count=10967 2745 283 479 293 1165 731 1230 875 2028 559 266 640 588 872 623 648 2115 2041 1616 610 1242 154 661 138 206 2059 1471 103 317 1281 internal_value=0 -0.144035 0.241153 -0.324465 0.149325 0.299318 0.203523 0.215855 -0.143078 0.245778 0.271067 0.283891 0.0522941 -0.037301 0.412329 0.235856 0.370951 0.0388652 0.449726 0.0841531 -0.186436 0.567458 -0.165589 0.136697 0.275075 0.199708 -0.07194 0.73769 0.446208 0.423869 internal_count=39006 23005 16001 16811 6194 12809 7825 5029 5844 6595 4154 5864 1670 3816 4984 5151 2484 2944 4361 2651 3192 713 1082 421 4511 3024 1950 369 965 1487 Tree=102 num_leaves=31 split_feature=66 87 24 25 79 13 25 25 14 85 78 66 24 23 61 25 14 85 8 15 13 14 53 14 24 24 41 31 47 41 split_gain=112.945 80.8445 41.8051 30.4568 31.1102 29.9768 25.4438 21.841 21.2971 21.1175 15.7323 14.8613 14.1847 11.781 11.6463 11.2323 11.0931 12.0909 10.336 10.1385 9.93693 9.61154 9.4361 9.18643 8.96325 8.85732 13.3291 8.48496 8.06963 7.88119 threshold=0 0 0 0 0 0 1 0 0 0 3 1 1 0 0 0 0 0 1 0 0 0 0 1 1 3 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 8 14 16 10 19 13 -1 22 -2 -11 -8 -7 18 21 17 -5 -3 -4 -21 -14 -9 -10 -20 -26 27 -27 29 -23 right_child=5 3 6 4 -6 7 12 9 23 11 -12 -13 15 -15 -16 -17 -18 -19 24 20 -22 28 -24 -25 25 26 -28 -29 -30 -31 leaf_parent=8 10 18 19 17 4 13 12 22 23 11 10 11 21 13 14 15 16 17 24 20 20 29 22 23 25 27 26 27 28 29 leaf_value=-0.0492232 0.0182047 -0.0327766 0.0831627 0.00167634 -0.0168358 -0.01714 -0.0311504 0.0291254 -0.0400919 0.0795324 -0.0467717 0.00549146 -0.0179164 -0.0386183 -0.0123888 0.0560134 0.105961 0.0793078 -0.00521514 -0.0315984 0.0488919 -0.0218547 -0.0439558 0.00568031 -0.0109085 0.0277879 0.0738221 -0.0406671 0.0593975 0.042167 leaf_count=4958 192 233 110 133 352 2791 1536 137 603 156 13651 449 1311 5789 1372 118 173 148 653 113 137 323 754 661 271 1145 296 115 191 135 internal_value=0 -0.0729135 -0.221869 0.151907 0.500875 -0.363472 -0.0509785 -0.251708 -0.390341 0.0335946 -0.452855 0.328416 -0.12695 -0.309119 0.0611885 -0.00289295 0.735067 0.502613 0.1436 0.413627 0.17421 -0.0567389 -0.287067 -0.104483 0.185105 0.26291 0.328028 0.223603 0.17543 0.0102896 internal_count=39006 15087 10196 4891 806 23919 3974 10076 6222 1496 13843 605 3614 8580 4085 2078 454 281 2713 360 250 1960 891 1264 2480 1827 1556 1260 649 458 Tree=103 num_leaves=31 split_feature=33 33 33 85 74 33 38 33 43 15 53 23 91 79 24 15 14 47 23 24 14 31 14 72 24 7 70 53 66 14 split_gain=558.091 435.419 195.891 74.1543 41.0481 20.1397 10.4352 9.85196 7.67293 2.8294 2.58503 5.10495 1.76917 1.57693 0.884249 0.439022 0.820513 0.968064 0.470132 0.748534 0.394883 0.345119 0.542448 1.093 0.234586 0.202756 0.177161 0.170887 0.111996 0.085029 threshold=0 1 2 0 0 3 1 4 0 0 0 0 0 0 1 0 1 0 0 0 0 6 0 2 0 0 1 0 1 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=21 15 10 4 5 12 -5 -7 -8 -6 11 -3 -4 14 -9 16 17 -2 19 -18 26 22 -1 -24 -13 -22 -16 -28 -20 -30 right_child=1 2 3 6 9 7 8 13 -10 -11 -12 24 -14 -15 20 -17 18 -19 28 -21 25 -23 23 -25 -26 -27 27 -29 29 -31 leaf_parent=22 17 11 12 6 9 7 8 14 8 9 10 24 12 13 26 15 19 17 28 19 25 21 23 23 24 25 27 27 29 29 leaf_value=-0.0532971 -0.049053 0.00827055 0.0327919 -0.055018 0.013391 0.0384431 0.0343864 0.102645 -0.0478827 -0.0328189 -0.0530744 -0.0393526 -0.0107865 0.0770366 0.0934241 -0.0522991 -0.0290996 -0.0174709 -0.0454194 -0.0508233 0.0975945 -0.0528052 -0.053369 -0.012372 -0.0535003 0.0901281 0.0889141 0.0832146 -0.0446441 -0.0534023 leaf_count=315 145 128 103 246 112 110 186 132 111 100 1034 148 109 185 146 3297 179 142 198 331 190 28563 120 101 238 125 690 130 114 1278 internal_value=0 0.166185 0.524794 0.697385 0.785599 0.840605 -0.139494 0.873561 0.125786 -0.0356599 -0.432582 -0.287151 0.123051 0.898298 0.914202 -0.499374 -0.470273 -0.335134 -0.49149 -0.418848 0.902774 -0.5266 -0.452512 -0.343182 -0.476304 0.946919 0.888477 0.880285 -0.517656 -0.527361 internal_count=39006 9907 4223 2675 2132 1920 543 1708 297 212 1548 514 212 1598 1413 5684 2387 287 2100 510 1281 29099 536 221 386 315 966 820 1590 1392 Tree=104 num_leaves=31 split_feature=25 10 59 10 59 59 85 10 41 10 59 41 59 32 10 59 41 10 13 59 82 41 41 59 41 59 2 41 59 41 split_gain=895.772 539.804 192.725 159.607 121.38 83.97 73.2489 72.2886 58.0306 46.9321 43.9434 40.0372 37.9404 36.4154 28.0826 66.6013 28.2132 26.2225 24.6142 24.346 23.7059 22.1822 21.3472 20.8402 17.7542 17.0559 16.1468 15.9546 15.1487 14.2854 threshold=0 0 0 1 1 0 0 2 0 3 1 1 2 2 0 0 0 4 0 1 1 2 0 0 0 0 0 1 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 8 5 24 -3 13 22 -1 23 -7 -10 -6 25 15 16 26 -11 -8 -17 -20 -13 -5 -9 -4 -2 -15 -24 -14 -26 right_child=6 3 4 7 12 10 18 9 11 17 -12 21 28 14 -16 19 -18 -19 20 -21 -22 -23 27 -25 29 -27 -28 -29 -30 -31 leaf_parent=8 25 5 24 22 12 10 18 23 11 17 10 21 28 26 14 19 16 17 20 19 20 21 27 23 29 25 26 27 28 29 leaf_value=-0.0446598 -0.0188151 -0.0332859 -0.0378065 -0.0174123 0.000982895 -0.0186202 0.0521765 -0.039764 -0.0284767 0.0202914 0.0696207 -0.00242589 0.0159413 -0.0292159 0.0824351 0.0308693 0.0510291 0.0830943 0.080822 0.0867555 0.000894568 0.0634391 0.00508526 0.0637713 -0.0219966 0.0543768 0.0403372 0.0949152 0.0790779 0.0495001 leaf_count=17343 194 2332 1774 624 477 432 869 250 2555 211 403 600 132 451 3291 228 494 1916 113 1210 892 286 173 127 381 149 165 110 596 228 internal_value=0 -0.0117856 -0.242489 0.420956 0.186852 -0.00385555 0.644868 0.620782 -0.369768 0.725161 0.420468 -0.0921141 0.545182 0.715888 0.74139 0.611697 0.251593 0.785469 0.339144 0.793335 0.127206 0.260364 0.079174 -0.000716676 -0.233185 0.194296 -0.0678535 0.487071 0.708029 0.0968937 internal_count=39006 30950 24372 6578 3588 3167 8056 3411 20784 2504 835 3441 1205 6182 5839 2548 1110 2127 1874 1438 1005 886 907 377 2383 343 616 283 728 609 Tree=105 num_leaves=31 split_feature=44 84 75 22 44 36 91 22 14 14 31 49 33 24 61 31 13 66 31 92 24 69 85 82 53 10 13 24 37 47 split_gain=85.3149 66.4072 36.615 27.5144 23.6699 23.216 18.6058 16.6238 15.9549 18.2001 15.923 15.0931 14.7992 12.3674 12.2619 10.922 10.5327 10.1359 12.2152 11.7449 11.3626 9.68171 8.97685 11.4067 8.70965 7.78015 7.32633 7.17115 7.10136 6.97081 threshold=1 0 0 1 2 3 0 2 0 1 0 1 2 0 0 1 0 0 2 1 1 0 0 1 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=10 4 3 -3 -2 16 7 -7 14 21 -1 24 -4 -12 -5 -15 -6 20 25 -20 26 -10 28 -24 -9 -19 -13 -25 -14 -30 right_child=1 2 12 8 5 6 -8 11 9 -11 13 17 22 15 -16 -17 -18 18 19 -21 -22 -23 23 27 -26 -27 -28 -29 29 -31 leaf_parent=10 4 3 12 14 16 7 6 24 21 9 13 26 28 15 14 15 16 25 19 19 20 21 23 27 24 25 26 27 29 29 leaf_value=-0.000843788 0.0401333 0.048847 0.0889611 0.00846127 -0.007018 0.0295945 -0.0469109 0.0117243 -0.0375276 -0.0462783 0.0166569 0.0165495 -0.0325054 -0.000287837 -0.0251972 0.082267 0.0950375 0.0478467 0.00612713 -0.0418221 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23.801 21.9132 20.2719 20.1396 19.8979 19.3934 21.8132 17.9774 17.7442 17.4806 16.6802 16.432 threshold=0 1 1 1 0 0 0 0 1 0 0 1 2 2 1 0 0 0 0 0 1 2 0 0 0 0 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 15 20 6 5 11 9 10 23 16 17 29 -13 -14 27 -1 25 -5 -8 21 -3 -10 26 24 -7 -2 -15 -9 -19 -4 right_child=3 2 4 7 -6 8 18 14 19 -11 -12 12 13 22 -16 -17 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=15 25 20 29 17 4 24 18 27 21 9 10 12 13 26 14 15 16 28 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.060888 0.0393913 0.079515 0.0848041 0.0922965 -0.039136 0.0345458 0.0216761 0.0558856 0.038755 -0.0164984 0.000953631 0.0548216 0.068226 0.0436224 0.083134 -0.00326361 -0.0039906 0.0729794 -0.0357426 0.00550498 0.0280409 0.101602 -0.0429873 -0.0339133 -0.0293805 0.0831945 -0.0213796 -0.0216431 0.0254973 0.00310113 leaf_count=1172 865 269 152 288 11763 872 407 513 459 732 642 159 138 250 1495 306 414 238 1541 426 981 342 3725 883 524 439 7790 115 729 377 internal_value=0 -0.0875268 -0.153135 0.404117 -0.207173 -0.0864198 0.125026 0.581802 0.20792 0.323437 0.382495 -0.189044 -0.219946 -0.24204 0.729141 0.519163 0.458726 0.531758 -0.203905 0.505933 0.412395 0.67751 -0.259208 -0.0186995 0.143778 0.561331 -0.190297 0.446704 0.399692 0.318656 internal_count=39006 30588 29110 8418 27860 16097 4398 4020 3506 2450 1897 12591 12062 11903 2123 1478 1718 1255 1948 1227 1250 801 11765 2279 1396 1304 8040 628 967 529 Tree=107 num_leaves=31 split_feature=7 66 61 91 0 76 7 0 35 31 35 69 66 35 91 61 65 66 37 35 38 10 15 61 61 61 61 61 35 36 split_gain=358.458 137.845 93.8378 76.3978 55.9419 53.8158 51.1797 47.5881 39.5049 36.9258 28.3563 39.9011 27.8078 21.582 20.6827 20.5403 18.603 18.0442 17.5121 16.7553 16.4322 16.3989 15.0798 14.9728 14.9593 16.2437 13.6666 24.2403 15.0197 13.6532 threshold=0 0 0 0 5 2 1 3 0 0 0 0 0 1 1 1 0 1 0 2 1 0 1 1 0 1 2 3 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 16 10 8 -5 -4 15 -6 -1 17 -3 21 -9 -10 -14 -7 -2 -8 -11 -15 -19 29 -21 -16 -18 -26 -17 -28 -29 -12 right_child=1 2 5 4 7 6 9 12 13 18 11 -13 14 19 23 26 24 20 -20 22 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_parent=8 16 10 5 4 7 15 17 12 13 18 29 11 14 19 23 26 24 20 18 22 20 21 22 23 25 25 27 28 28 29 leaf_value=-0.0418049 -0.0408646 -0.0258117 0.158218 0.112238 0.0824522 -0.0107381 0.00603732 -0.0364698 -0.0304984 0.0542089 -0.00327173 -0.0397285 -0.0147965 -0.0164672 -0.0286942 -0.00198957 -0.0518193 0.023837 0.00682653 0.0695524 0.0883795 -0.0167618 0.00356797 0.0419618 -0.0457771 0.0403253 -0.00734301 0.0410952 0.103718 0.0633064 leaf_count=18361 2056 1743 138 103 146 861 136 2504 2754 528 154 441 2033 973 250 387 293 144 563 172 1070 213 387 813 178 332 275 277 197 524 internal_value=0 0.217898 0.338579 -0.276583 -0.0224195 0.486619 0.449104 -0.0763272 -0.354015 0.600053 0.00252165 0.191137 -0.137347 -0.146671 0.013508 0.181296 -0.266997 0.771151 0.3335 0.0475029 0.822631 0.393774 0.297942 0.27631 0.0127673 0.191321 0.337209 0.46636 0.672715 0.511125 internal_count=39006 10510 7651 28496 5849 4576 4438 5746 22647 2441 3075 1332 5600 4286 3096 1997 2859 1350 1091 1532 1214 891 559 1063 803 510 1136 749 474 678 Tree=108 num_leaves=31 split_feature=7 39 35 35 41 39 80 46 13 34 16 33 66 24 63 35 87 41 37 14 10 24 33 24 34 19 36 38 66 85 split_gain=70.1088 28.3838 26.3516 15.9718 15.5068 12.4477 10.7187 9.85546 9.21916 8.50958 8.1269 7.58554 7.27171 6.90948 9.22971 8.64633 6.89432 6.27334 6.03012 5.8245 7.22038 7.60897 5.65634 7.84659 8.3333 8.28408 5.65272 5.4117 5.38371 5.32584 threshold=0 0 0 0 0 0 1 1 0 0 3 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 5 7 10 11 -5 28 9 27 -4 17 -12 14 -14 -16 26 18 -2 20 21 -9 23 24 25 -13 -15 -8 -1 -17 right_child=2 -3 4 6 -6 -7 8 19 -10 -11 12 22 13 16 15 29 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 18 1 10 6 4 5 27 21 8 9 12 25 14 26 15 29 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0353363 0.0491905 -0.0477482 0.0675502 0.0584587 -0.0210157 -0.0384488 0.04023 -0.0173557 -0.0428706 -0.0382024 -0.0225234 -0.00204703 0.0076238 0.0437866 -0.00893199 0.0445025 -0.0326822 -0.0269176 -0.0160116 -0.0478175 -0.0448646 -0.0380615 -0.0416776 -0.0306812 -0.0419713 0.0555941 -0.00364507 -0.00456956 0.0169233 0.0989623 leaf_count=214 259 13771 140 142 1444 2895 154 2613 744 604 398 564 692 215 112 279 366 204 137 3073 3274 2371 711 892 262 209 559 1255 327 126 internal_value=0 -0.373822 -0.115217 -0.293009 0.0258894 -0.23824 -0.125302 -0.343029 -0.159821 -0.0776244 0.118803 -0.133287 0.0900289 0.137843 0.242223 0.462655 -0.0201878 0.119074 0.288954 -0.36353 -0.326721 -0.270039 -0.196951 -0.128704 0.0244222 0.145706 0.114754 0.00988109 -0.0152219 0.607218 internal_count=39006 28542 10464 14771 4331 6133 2899 11872 2757 2013 2887 3238 2747 2349 1209 517 1140 600 396 11331 8258 4984 2638 1927 1035 773 774 1409 541 405 Tree=109 num_leaves=31 split_feature=39 14 85 79 59 65 39 59 14 74 35 34 39 66 70 71 87 79 24 24 15 39 14 77 59 74 53 0 16 14 split_gain=350.247 217.567 157.942 106.236 60.8247 58.8324 46.4151 43.0332 42.5213 39.348 33.7965 29.6523 27.8749 27.1151 26.3132 25.8325 27.9657 25.4293 25.3191 25.2286 24.7741 23.2827 22.7965 21.7936 21.7174 20.415 26.2793 19.7249 19.6065 18.3838 threshold=0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 1 0 1 0 2 0 1 0 0 0 3 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 18 5 11 9 -5 10 12 13 -4 15 -7 20 -15 16 -3 -8 -1 -20 -2 -14 -19 -16 -22 26 -21 -25 -29 -11 right_child=3 4 7 6 -6 8 17 -9 -10 29 -12 -13 21 14 23 -17 -18 22 19 25 24 -23 -24 27 -26 -27 -28 28 -30 -31 leaf_parent=18 20 16 10 6 4 12 17 7 8 29 10 11 21 14 23 15 16 22 19 26 24 21 22 27 24 25 26 28 28 29 leaf_value=-0.0478659 0.0324678 0.012294 0.0301061 -0.0271731 -0.0181732 -0.0207248 0.0431686 -0.0333526 0.0443953 0.00258127 -0.0207598 -0.012432 -0.0171482 0.0237232 -0.0221565 0.0604077 0.0528514 -0.039306 -0.0363377 0.070317 0.0610528 0.0381564 0.0301313 -0.0112682 -0.00736429 -0.0408222 -0.0314394 0.021534 0.0666363 0.0419711 leaf_count=8433 2596 1167 2491 1642 1010 1143 810 1127 1361 834 879 437 398 581 110 1290 766 462 2054 272 1690 772 297 103 181 345 259 286 4660 550 internal_value=0 0.017413 -0.164818 0.392611 0.31452 0.438736 0.0400444 0.124253 0.236552 0.489106 0.21173 0.39475 0.0586095 0.520292 0.589678 0.438189 0.309867 0.237025 -0.384181 -0.194938 0.426135 0.227687 -0.0450287 0.620923 0.564807 0.122686 0.357996 0.632708 0.644933 0.216296 internal_count=39006 20530 15860 18476 4670 15265 3211 4497 3674 11591 3370 3660 2313 10207 5740 3223 1933 1569 11363 2930 4467 1170 759 5159 1871 876 531 5049 4946 1384 Tree=110 num_leaves=31 split_feature=85 14 59 39 14 25 39 66 63 39 24 91 28 85 38 84 66 53 36 59 69 84 63 66 15 39 87 85 91 53 split_gain=255.124 190.203 80.8853 62.5189 42.6139 39.1422 35.2042 31.3525 29.9589 25.3326 22.6368 20.5085 19.2731 21.1668 18.5446 18.2315 17.2241 16.8691 15.4491 14.3894 13.7141 13.5937 13.5289 30.5428 12.8254 17.0772 14.8337 12.2468 13.2196 11.2837 threshold=0 0 0 0 1 0 1 0 0 0 0 0 1 1 1 0 0 0 1 1 0 0 0 0 1 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 5 -1 15 7 29 20 9 14 -10 22 13 -11 -9 -3 -17 -8 -12 21 24 -4 23 -6 -2 26 -26 28 -27 -5 right_child=2 4 19 6 11 -7 17 8 10 12 18 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_parent=3 24 15 21 29 23 5 17 14 10 13 18 11 12 13 14 16 16 17 18 19 20 21 22 23 26 28 26 27 28 29 leaf_value=-0.0458357 0.00657521 -0.0222125 -0.0198542 -0.0143667 0.0422508 -0.0131963 0.0254803 0.041802 -0.00768558 0.116118 -0.00292998 -0.014246 0.0147784 0.00657741 -0.025882 0.0679421 -0.0161654 -0.012716 0.0460257 -0.0418349 0.053042 0.0219877 0.0435333 -0.0132432 -0.0116902 0.0665651 0.0389738 0.0314623 0.000203823 -0.049198 leaf_count=11324 428 2111 1253 1110 729 964 1220 183 495 114 277 625 2664 116 1173 223 267 1355 2267 1222 1713 681 1491 842 379 827 363 761 123 1706 internal_value=0 -0.133478 0.231992 -0.321089 0.152197 0.282399 -0.108468 0.308204 0.220039 0.10047 0.354868 0.267537 0.204653 0.693954 -0.146411 -0.110438 0.269824 0.0757345 0.4149 -0.155943 0.411398 -0.0406583 0.31871 0.18522 0.338826 0.386444 0.156007 0.474681 0.600668 -0.335887 internal_count=39006 23003 16003 16715 6288 12847 5391 11883 7289 4250 3039 3687 2894 230 1356 2601 490 2575 2544 3156 4594 1934 3062 1571 2881 2453 742 1711 950 2816 Tree=111 num_leaves=31 split_feature=66 10 25 34 13 41 84 13 25 79 65 87 78 13 14 53 13 71 24 17 24 84 14 15 59 61 24 24 63 0 split_gain=104.966 68.9795 60.5922 38.0913 29.8471 27.3115 23.5328 28.0423 20.1037 22.3773 19.0947 17.13 15.9139 13.9037 13.382 12.8991 12.752 11.947 10.5157 10.6351 9.79392 8.83847 9.05019 7.48373 7.43568 7.20259 6.17864 6.13327 7.78893 6.73599 threshold=0 0 0 0 0 0 0 0 0 0 0 0 3 1 0 0 0 0 1 0 6 0 0 0 0 0 0 1 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 5 6 12 11 7 -4 20 10 13 14 -2 -10 -1 -9 -5 -7 -19 -20 -6 -3 -23 -13 -15 -16 -22 -28 -29 -30 right_child=4 21 3 16 8 17 -8 15 9 -11 -12 23 -14 24 25 -17 -18 18 19 -21 26 22 -24 -25 -26 -27 27 28 29 -31 leaf_parent=14 12 21 7 16 20 17 6 15 13 9 10 23 12 24 25 15 16 18 19 19 26 22 22 23 24 25 27 28 29 29 leaf_value=-0.0345519 0.0187119 -0.0455804 -0.0165439 -0.0433982 0.0125584 0.00207751 0.104131 0.0988585 0.00295547 -0.0428245 -0.0181072 0.00862821 -0.0458971 0.0491209 0.00651731 0.0314236 0.0256319 -0.00954956 0.074733 0.0033235 -0.0472625 -0.0361102 0.0300538 -0.0174518 0.120884 -0.0304016 -0.0418105 0.0499148 -0.0492711 -0.0195911 leaf_count=3124 196 3889 354 438 375 959 235 153 221 615 449 1778 13663 126 969 171 220 159 368 151 1747 396 198 941 112 505 1844 122 733 3795 internal_value=0 -0.067461 0.021409 0.387983 -0.351415 -0.0673373 0.59809 0.390298 -0.238891 0.0322918 0.247447 -0.137022 -0.443126 0.536937 -0.240712 0.680357 -0.111414 0.194032 0.412496 0.560774 -0.295971 -0.395326 -0.105847 0.00252322 0.835234 -0.0527205 -0.317625 -0.278564 -0.224639 -0.242944 internal_count=39006 15008 10525 1571 23998 8954 913 678 10139 1523 908 7317 13859 459 4598 324 658 1637 678 519 8616 4483 594 2719 238 1474 8241 6494 4650 4528 Tree=112 num_leaves=31 split_feature=33 33 33 85 74 43 38 33 33 21 91 53 24 15 14 7 69 7 31 14 72 14 91 24 53 31 59 61 14 53 split_gain=507.176 384.237 165.883 62.8453 36.8296 21.9569 9.30515 7.66777 5.26813 3.56335 3.30254 2.6711 3.18675 0.793669 0.616091 1.11879 1.90163 0.427038 0.37239 0.553754 1.10573 0.318119 0.270509 0.269819 0.553853 0.535533 0.631279 0.638861 0.236557 0.223507 threshold=0 1 2 0 0 0 1 3 3 0 0 0 0 0 1 0 0 0 6 0 2 0 1 0 0 0 0 0 3 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=18 14 11 4 5 8 -5 -8 -4 -6 -7 12 -3 21 15 -2 -17 -14 19 -1 -21 29 -15 24 25 26 27 -16 -25 -10 right_child=1 2 3 6 9 10 7 -9 13 -11 -12 -13 17 22 23 16 -18 -19 -20 20 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_parent=19 15 12 8 6 9 10 7 7 29 9 10 11 17 22 27 16 16 17 18 20 20 21 22 28 24 25 26 27 28 29 leaf_value=-0.0531008 -0.0511248 0.000753054 0.0404332 -0.0520298 0.0144559 -0.00917752 -0.0308519 0.0428722 0.0858569 -0.0376272 0.0416226 -0.0519143 -0.0506401 0.0848822 -0.0224027 -0.00590686 -0.0531626 -0.0304276 -0.0525771 -0.0531477 -0.0109676 0.0906531 0.076039 -0.0409457 -0.051998 -0.0534184 -0.0534708 -0.0476673 -0.0531321 0.0790087 leaf_count=302 441 175 132 249 109 105 148 150 809 101 103 1023 207 100 211 142 146 131 28607 120 100 265 259 169 1408 250 148 108 2675 113 internal_value=0 0.150951 0.491149 0.650689 0.733815 0.787133 -0.123841 0.124247 0.829103 -0.0497862 0.153259 -0.414525 -0.266037 0.845125 -0.492646 -0.411992 -0.274404 -0.429939 -0.524239 -0.444221 -0.332411 0.86291 0.785301 -0.505234 -0.478639 -0.417998 -0.366531 -0.306052 -0.524561 0.850227 internal_count=39006 9877 4179 2643 2096 1886 547 298 1678 210 208 1536 513 1546 5698 729 288 338 29129 522 220 1187 359 4969 2125 717 467 319 2844 922 Tree=113 num_leaves=31 split_feature=25 10 59 79 59 84 24 41 84 66 10 59 59 85 39 41 59 85 10 41 41 10 41 41 39 84 41 41 39 66 split_gain=781.124 484.256 179.067 139.165 112.567 73.4688 62.8124 57.5195 43.5029 42.2388 39.1801 67.3422 47.5208 33.5117 32.4987 32.3675 32.0901 29.7689 24.4184 23.7123 32.0302 18.5746 18.3391 18.1734 16.8934 16.8328 16.141 15.654 15.7583 15.4575 threshold=0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 0 2 0 1 0 1 2 1 0 0 0 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 7 6 26 10 9 -1 -7 18 11 15 -13 25 22 24 -14 -5 -3 -8 -21 -12 -9 29 -2 -6 -4 -28 -29 -11 right_child=5 3 4 17 13 8 19 14 -10 23 21 12 16 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_parent=7 24 18 26 17 25 8 19 22 8 29 21 12 16 13 14 15 16 17 18 20 20 21 22 23 24 25 27 28 28 29 leaf_value=-0.0439624 0.0164505 -0.00562293 -0.0386725 0.0745303 0.0791276 0.047269 -0.038591 -0.00498633 -0.0165507 0.0365774 0.0388071 0.0150001 -0.000163572 0.00933022 -0.0309076 0.0442951 0.0875872 0.0248673 0.0759213 -0.0264756 0.0694584 0.079232 0.0475643 0.0502082 -0.0444567 0.0162426 -0.0266459 0.0956435 -0.0158074 -0.0260073 leaf_count=17382 368 236 1731 1885 645 734 1515 924 578 195 266 345 114 439 2093 733 1255 520 517 503 208 3276 360 245 419 154 386 105 119 756 internal_value=0 -0.0108461 -0.234 0.400465 0.177886 0.604934 0.122548 -0.361109 0.230431 0.342602 0.662982 0.528806 0.707397 0.51126 -0.0808187 0.226672 0.816086 0.670313 0.624761 -0.189697 0.130085 0.762778 0.16812 0.0634393 -0.0961059 0.689827 -0.24074 0.068469 0.476031 -0.0902635 internal_count=39006 30918 24338 6580 3579 8088 4175 20759 1312 1949 6776 3234 1714 1238 3377 1520 1369 2405 753 2226 711 3542 1284 1196 787 799 2341 610 224 951 Tree=114 num_leaves=31 split_feature=84 31 55 10 14 66 44 22 55 10 31 25 24 19 61 42 22 13 10 85 61 90 85 66 39 85 10 47 84 7 split_gain=89.5822 50.8557 35.3285 25.3784 24.0223 21.1204 20.8908 18.5773 16.828 17.5726 16.3032 13.2771 14.1614 12.9348 12.3241 11.5399 11.0116 10.1176 9.7642 9.18707 9.18243 8.89703 8.25586 8.20269 8.68435 21.286 7.58196 7.12741 6.93651 6.28341 threshold=0 0 1 1 0 9 1 2 1 1 0 0 1 0 0 1 1 0 1 0 0 2 0 0 0 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 4 6 10 14 -3 -1 -7 -9 -10 -4 12 20 21 18 29 -11 27 -2 -19 -8 -5 -17 24 25 26 -23 -12 -20 -15 right_child=1 5 3 13 -6 7 11 8 9 16 17 -13 -14 15 -16 22 -18 19 28 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=6 18 5 10 21 4 7 20 8 9 16 27 11 12 29 14 22 16 19 28 19 20 26 22 23 24 25 26 27 28 29 leaf_value=0.0719703 0.0727112 0.0970014 -0.0251725 0.0280099 -0.0359382 0.0874699 0.109131 0.0483751 0.039716 0.0448793 0.0390247 -0.0407915 -0.00658446 -0.00162263 -0.0200072 -0.0349716 -0.0123849 0.0908115 -0.00718894 0.00991113 0.0145033 -0.0238993 -0.00829954 -0.0428769 -0.0409598 0.011126 -0.0515033 -0.0169924 0.0331763 0.0713 leaf_count=163 133 133 1883 133 2897 138 108 374 422 156 178 697 1026 235 1041 2508 1728 157 709 167 131 2026 1199 12746 4490 816 1625 536 338 113 internal_value=0 0.00481715 -0.291434 -0.318585 -0.174909 0.21046 0.0377079 0.167129 0.123882 0.0421488 -0.0865774 -0.0639728 0.0832712 -0.348537 0.00244161 -0.210688 -0.0640189 0.149837 0.165003 0.498039 0.600595 -0.377548 -0.256437 -0.382611 -0.315593 -0.230169 -0.340204 -0.019363 0.0813542 0.237873 internal_count=39006 8069 30937 28812 5118 2951 2125 2818 2680 2306 2921 1962 1265 25891 2221 4055 1884 1038 1180 324 239 21836 3707 21703 8957 4467 3651 714 1047 348 Tree=115 num_leaves=31 split_feature=74 19 13 19 41 14 78 14 19 37 15 37 41 74 79 67 14 14 25 19 85 46 2 46 85 35 19 8 71 24 split_gain=362.82 222.245 97.0889 91.4771 85.1757 68.1521 63.3509 45.153 36.8898 34.8717 56.7207 34.8669 31.44 30.6206 28.8687 27.7771 26.5366 26.1277 27.0847 24.9472 23.3168 23.2803 22.8584 22.8301 21.0604 20.1266 19.7144 19.3902 17.1308 14.9233 threshold=0 0 0 1 0 0 2 0 0 0 0 0 0 1 1 2 1 0 0 1 0 2 0 1 0 0 2 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 6 17 5 9 25 11 -6 10 13 15 22 -2 -7 -8 -16 18 20 -10 -3 -17 24 -4 -13 -1 28 -23 -5 -22 right_child=4 3 23 26 8 14 7 -9 19 -11 -12 12 -14 -15 16 21 -18 -19 -20 -21 29 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 13 20 23 28 8 14 15 7 19 9 10 24 12 13 16 21 16 17 18 19 29 27 22 23 24 25 26 27 28 29 leaf_value=0.098557 0.0307123 0.041508 0.0230254 0.0503772 -0.0181476 0.0893408 0.0654292 -0.037151 -0.00570516 0.0780249 0.00179437 0.0876853 -0.0183003 0.0735779 0.030273 0.0636863 -0.03488 -0.0330251 -0.0350948 0.0564631 0.0374747 0.0516003 -0.003142 -0.0422028 0.0103135 -0.00749906 0.0675778 -0.0177096 -0.000215127 -0.0294853 leaf_count=233 887 948 312 628 1662 127 219 3613 451 1477 883 403 633 1142 440 107 870 1013 597 495 200 175 392 11520 223 126 1094 7158 393 585 internal_value=0 -0.0769285 -0.201906 0.268518 0.393238 0.498689 -0.0709428 -0.10613 0.058017 0.5823 0.46812 -0.0277381 0.25184 0.596889 0.0539913 -0.102172 -0.0645646 0.00900021 0.122017 0.32516 0.234046 -0.129922 0.457078 -0.39802 0.652598 0.723373 0.526259 -0.153709 0.334098 -0.0776046 internal_count=39006 30572 25114 5458 8434 5826 13282 12923 2608 4389 2912 9310 1651 2029 1437 7659 1310 3343 2330 946 1733 7440 1018 11832 626 359 2115 7333 1021 785 Tree=116 num_leaves=31 split_feature=35 35 61 61 61 61 61 61 61 61 47 69 61 74 61 21 61 61 61 35 37 61 61 61 37 63 10 71 37 47 split_gain=320.382 154.633 119.728 86.0361 69.3786 62.5431 50.6312 41.9249 42.0006 40.4074 35.7771 30.692 26.9988 25.8194 22.7329 21.2025 21.0542 20.6316 20.5674 19.9762 19.5665 19.1059 18.785 17.6894 16.7875 16.0718 15.6421 15.3218 13.1066 11.3731 threshold=0 1 0 1 2 0 3 4 5 1 0 0 2 4 0 0 1 2 3 2 0 6 4 3 1 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 14 13 -4 -5 10 -6 -8 27 15 -3 19 20 -1 -2 29 -16 -18 -19 25 -11 -10 -20 -14 -23 -12 -21 -9 -26 -7 right_child=1 5 3 4 6 9 7 8 21 12 11 -13 23 -15 16 -17 17 18 22 26 -22 24 -24 -25 28 -27 -28 -29 -30 -31 leaf_parent=13 14 10 3 4 6 29 7 27 21 20 25 11 23 13 16 15 17 18 22 26 20 24 22 23 28 25 26 27 28 29 leaf_value=0.0915661 -0.0312899 -0.036858 -0.0334884 -0.0241351 -0.0126364 -0.016162 0.0035681 0.045892 0.0342663 0.0605939 0.0410253 -0.0284986 0.0425777 -0.0428983 -0.0255807 -0.0126617 -0.0185843 -0.00635322 -0.00302937 0.0706524 -0.0100085 0.14643 0.0903154 0.0907708 0.0992434 -0.0410208 -0.0131892 -0.0372604 0.0280638 0.0558186 leaf_count=105 2711 587 5535 2608 1322 105 823 181 243 301 255 386 290 17376 1089 426 553 327 150 446 260 182 282 998 322 229 107 255 136 416 internal_value=0 0.217635 -0.257621 -0.0675527 0.112395 0.414902 0.29587 0.46623 0.660389 0.565475 0.124453 0.273074 0.698126 -0.419761 -0.133229 0.242049 0.0241337 0.199598 0.402751 0.41967 0.356453 0.865605 0.658395 0.816437 1.00794 0.046503 0.59984 0.06827 0.825625 0.451994 internal_count=39006 9918 29088 11607 6072 4806 3464 2142 1319 2796 2010 1423 1849 17481 5112 947 2401 1312 759 1037 561 883 432 1288 640 484 553 436 458 521 Tree=117 num_leaves=31 split_feature=7 39 39 41 16 16 35 16 46 7 75 35 46 35 66 24 85 35 23 13 33 14 10 24 16 25 16 48 66 24 split_gain=71.0072 26.4891 26.3239 17.8848 19.1502 16.9898 15.0525 12.4767 10.7843 9.71053 8.77902 8.58503 7.8323 6.86867 6.55144 6.32805 6.27549 5.71334 5.67012 6.28649 6.59459 5.49217 7.14224 6.38396 5.56111 5.29616 5.12964 5.08637 4.74714 4.64177 threshold=0 0 0 0 4 3 0 2 1 3 0 0 1 1 0 0 0 2 0 0 1 0 0 0 1 0 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 6 3 4 -2 -6 12 15 -9 -10 26 -4 28 -13 -11 -7 -15 -18 -12 20 -20 22 23 24 -14 -22 -8 -25 -1 -16 right_child=2 -3 11 -5 5 7 10 8 9 14 18 13 21 16 29 -17 17 -19 19 -21 25 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_parent=28 4 1 11 3 5 15 26 8 9 14 18 13 24 16 29 15 17 17 20 19 25 21 22 27 24 25 26 27 28 29 leaf_value=-0.0372042 0.103484 -0.0470486 -0.0378548 -0.0245599 0.0800126 0.0704293 0.00987895 0.0477391 0.0414342 -0.0298522 -0.0543461 -0.0350756 0.0152593 -0.0180744 0.00488239 0.000483822 -0.0116679 0.0455281 0.0801312 -0.0277585 0.00270783 -0.0470747 -0.0445477 0.0165284 -0.0220423 0.0737357 -0.0276024 -0.0397012 0.0133725 -0.0180957 leaf_count=205 107 13725 2876 1615 148 157 280 199 221 901 100 701 226 655 1382 124 226 302 104 209 378 3077 3303 126 2388 101 1723 2244 318 885 internal_value=0 -0.366949 -0.103532 0.00254412 0.0815605 0.0525237 -0.288064 0.018675 -0.0249591 -0.0616577 -0.123978 -0.269518 -0.3379 -0.13444 -0.0990793 0.463849 -0.0124815 0.211529 0.0862632 0.152595 0.271591 -0.356457 -0.32031 -0.263812 -0.175141 0.142178 -0.221353 -0.367273 -0.0389751 -0.0340854 internal_count=39006 28507 10499 5739 4124 4017 14782 3869 3588 3389 2895 4760 11887 1884 3168 281 1183 528 892 792 583 11364 8287 4984 2614 479 2003 2370 523 2267 Tree=118 num_leaves=31 split_feature=39 14 85 25 31 25 19 75 40 39 43 47 7 14 7 59 25 59 15 7 33 74 47 24 24 75 23 39 85 66 split_gain=308.869 185.923 149.563 96.6485 66.1765 50.5745 45.6188 44.1481 42.5651 39.5081 36.4949 33.2813 33.3627 33.1772 32.2255 27.8368 25.8127 25.7063 24.7824 23.2134 22.0856 21.2037 20.5416 20.2585 19.4598 18.7625 18.6257 18.2684 17.9825 17.3173 threshold=0 0 0 0 0 0 0 0 2 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 1 1 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 23 4 8 6 20 13 -2 -5 16 17 22 28 -14 27 19 18 -10 -4 21 29 -13 -1 -25 -9 -26 -11 -6 -3 right_child=3 5 10 9 7 -7 -8 25 11 15 -12 12 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_parent=23 8 29 19 9 28 5 6 25 18 27 10 22 14 13 14 15 16 17 18 19 20 21 22 24 26 25 26 27 28 29 leaf_value=-0.0466403 -0.0213866 0.0356955 0.0334745 -0.0295985 -0.0215558 -0.031175 -0.0134829 0.00927837 0.0291995 -0.000959173 -0.0259355 0.0433815 0.0509388 0.0516817 -0.00225209 -0.0162961 -0.0439854 -0.00302263 0.0510886 -0.010553 0.0136411 0.0149448 0.0659889 -0.0361657 0.0636789 -0.0405061 -0.0131411 0.0573705 0.0250472 0.065389 leaf_count=8465 280 831 2164 1531 549 778 649 539 2476 295 1162 1317 782 940 620 635 347 470 2687 783 753 450 3378 2040 179 738 703 541 714 1210 internal_value=0 0.0137623 -0.158498 0.366464 0.406608 0.28508 0.339933 0.180618 0.455817 0.00201906 0.120407 0.468824 0.546169 0.309392 0.310275 0.204281 0.209884 0.379056 0.407367 0.255589 0.407848 0.473585 0.601095 -0.378887 -0.208576 -0.141574 0.0669596 0.398412 0.0989952 0.539235 internal_count=39006 20514 15843 18492 15490 4671 3893 3480 12010 3002 4456 11730 6097 2203 1402 1471 3294 5633 5163 2947 3244 2491 4695 11387 2922 1277 882 836 1263 2041 Tree=119 num_leaves=31 split_feature=24 85 59 91 14 75 47 47 71 41 7 66 66 63 23 66 69 66 59 39 72 19 14 33 39 63 42 35 28 25 split_gain=217.901 103.306 99.9893 64.4287 54.2335 33.9776 33.1261 31.1287 27.5951 26.0937 23.4597 23.2121 21.7265 21.0187 51.6383 30.9946 20.6644 18.9984 19.0449 18.5329 17.3055 17.0336 14.7485 14.1243 13.8664 13.5518 12.7874 12.6445 12.317 11.9867 threshold=0 0 0 0 0 0 3 2 0 0 2 0 0 0 0 0 0 0 1 0 2 0 0 0 1 0 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 3 6 -1 9 20 25 -6 10 -3 29 23 14 16 -16 19 18 22 -9 -2 24 -4 -5 -15 -8 -7 -21 -18 -10 right_child=2 5 17 12 8 26 7 13 11 -11 -12 -13 -14 21 15 -17 28 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=4 20 10 22 23 8 26 25 19 29 9 10 11 12 24 15 15 28 17 18 27 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0453012 0.0553145 0.106674 -0.00173459 0.026379 -0.0308809 0.0284015 -0.0140866 -0.000554963 0.0604345 -0.0258203 0.0244342 -0.0126148 -0.024684 0.0208253 0.0314339 -0.00912924 0.109543 -0.0311768 -0.0455579 0.0310151 -0.0192565 0.0195677 0.0692788 -0.026095 0.0519346 0.0220977 -0.0381307 0.0675043 0.052607 -0.0278954 leaf_count=10941 125 136 366 859 1509 162 936 591 388 484 1781 756 2074 529 1034 2260 117 3320 389 1521 982 987 211 350 2967 724 1010 359 1021 117 internal_value=0 -0.187348 0.174975 0.225555 -0.334528 0.10072 0.27191 0.295369 -0.0506926 0.214363 0.302366 0.174413 -0.0769423 0.327592 0.259077 0.0646587 0.398332 -0.204684 0.0851478 0.302917 -0.0825005 0.419919 0.298417 0.13251 0.473587 0.036848 -0.262156 0.383449 0.593212 0.47884 internal_count=39006 17284 21722 17436 13711 3573 14153 13046 2770 2401 1917 1261 3283 11386 6903 3294 3609 4286 966 2471 1107 4483 577 1209 3496 1660 1172 1880 1138 505 Tree=120 num_leaves=31 split_feature=66 24 25 14 13 14 25 39 10 59 53 41 53 24 15 39 91 23 59 39 85 13 87 53 13 74 52 15 53 41 split_gain=108.312 72.7405 48.3295 36.2677 32.0513 23.9574 19.3495 19.0615 18.8685 16.088 15.6668 14.4384 17.379 12.4746 15.9034 13.3435 16.6567 11.9289 11.3532 11.1433 11.1349 10.724 10.2059 9.47099 8.6859 7.90451 7.77049 8.73097 7.25036 7.2235 threshold=0 0 0 0 0 1 0 0 0 0 0 2 0 1 0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 13 20 11 -5 17 -8 21 22 -9 12 -2 -3 15 -15 -17 26 29 -12 -1 -4 -7 -23 -22 -21 27 -6 -26 -16 right_child=4 2 8 5 6 9 7 10 -10 -11 19 -13 -14 14 18 16 -18 -19 -20 25 24 23 -24 -25 28 -27 -28 -29 -30 -31 leaf_parent=20 12 13 21 5 27 22 7 10 8 9 19 11 12 15 29 16 16 17 18 25 24 23 22 23 28 25 26 27 28 29 leaf_value=-0.0466031 0.0595297 -0.0157961 0.0209938 -0.0389918 0.047461 -0.00781862 -0.0350149 0.0744271 -0.0135947 0.0966247 -0.0409818 -0.0470437 -0.037801 -0.00985026 0.0377842 0.103772 0.0241061 -0.0370268 0.0377972 0.000171274 -0.0408243 0.0907196 0.0436902 0.0459323 0.0339601 0.0756343 -0.0218425 -0.0209601 -0.0430415 -0.0203248 leaf_count=5208 207 2348 269 795 281 551 718 177 297 120 275 13183 508 503 113 127 1273 5771 198 216 417 200 242 300 231 124 2222 269 114 1749 internal_value=0 -0.0580192 0.0861393 -0.274035 -0.350299 0.0243299 -0.231387 0.0380527 0.434503 0.228145 0.261649 -0.447497 -0.0349991 -0.0128882 0.0659382 0.212459 0.331095 -0.288966 -0.0876257 0.0286847 -0.40405 0.54117 0.113537 0.665101 -0.128164 0.29909 -0.146187 0.142317 0.131448 -0.158282 internal_count=39006 15055 7377 7678 23951 1708 10053 1510 1066 913 792 13898 715 6311 3963 1903 1400 8543 2060 615 5970 769 793 500 762 340 2772 550 345 1862 Tree=121 num_leaves=31 split_feature=33 33 33 85 34 74 38 15 33 59 53 23 35 53 24 23 66 31 53 63 47 15 63 90 14 91 66 39 91 23 split_gain=486.334 351.183 149.668 58.077 35.4412 16.7408 8.38631 7.50611 6.9692 6.17389 2.66687 3.62466 2.24688 0.630904 1.09417 1.24678 1.63914 0.41376 0.429833 0.385518 0.795005 0.275017 0.49491 0.27411 0.268717 0.195352 0.190296 0.155943 0.118751 0.109285 threshold=0 1 2 0 0 0 1 0 3 0 0 0 0 0 0 0 1 1 0 4 1 0 0 1 3 1 3 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=19 13 10 4 5 8 -5 -8 -4 -6 11 -3 17 14 15 -2 -17 -10 23 20 -1 22 -13 -19 -16 -25 -26 29 -20 -27 right_child=1 2 3 6 9 -7 7 -9 12 -11 -12 21 -14 -15 24 16 -18 18 28 -21 -22 -23 -24 25 26 27 -28 -29 -30 -31 leaf_parent=20 15 11 8 6 9 5 7 7 17 9 10 22 12 13 24 16 16 23 28 19 20 21 22 25 26 29 26 27 28 29 leaf_value=-0.0222433 -0.018706 0.00509756 0.0319474 -0.0517513 0.0155343 0.00822998 0.049496 -0.0232911 0.0883831 -0.0565163 -0.0517036 -0.0268613 0.0649997 -0.0517935 -0.0353875 -0.0146194 -0.0516204 0.0762994 0.0721831 -0.0524208 -0.0528417 -0.0534235 -0.0533442 0.0796394 -0.040926 0.0860174 -0.0523795 0.0882381 0.0787578 0.0813301 leaf_count=128 177 131 151 251 123 113 100 193 171 120 1028 142 200 3299 121 118 517 146 128 28716 252 139 106 251 147 164 1317 165 106 286 internal_value=0 0.149863 0.470693 0.619651 0.698426 0.74801 -0.134843 0.102394 0.778177 -0.109421 -0.408597 -0.260032 0.797228 -0.487228 -0.451524 -0.368273 -0.437712 0.81716 0.807957 -0.522875 -0.422074 -0.426892 -0.370531 0.82087 -0.500919 0.8307 -0.511862 0.844526 0.751785 0.830493 internal_count=39006 9910 4214 2668 2124 1881 544 293 1768 243 1546 518 1617 5696 2397 812 635 1417 1246 29096 380 387 248 1012 1585 866 1464 615 234 450 Tree=122 num_leaves=31 split_feature=25 10 59 10 59 59 85 10 41 10 85 39 59 10 10 59 10 87 41 73 59 41 41 39 24 59 59 3 61 59 split_gain=691.137 437.179 159.55 118.174 98.731 70.452 61.3655 59.7279 55.6218 45.7164 34.1455 32.2076 31.2149 69.6049 30.2938 27.9964 26.6699 22.2418 20.2663 18.4494 18.0226 17.1172 16.55 17.3041 16.3923 15.1391 21.2549 14.7768 14.6693 14.4609 threshold=0 0 0 1 1 0 0 2 0 3 0 0 0 0 1 1 4 0 0 1 0 1 0 0 0 0 1 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 8 5 22 -3 12 19 -1 -9 24 21 13 18 -15 -7 -11 20 27 -5 -8 -10 -4 -24 -6 -21 -27 -2 -20 -17 right_child=6 3 4 7 10 15 17 9 11 16 -12 -13 -14 14 -16 29 -18 -19 28 25 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_parent=8 27 5 22 19 24 15 20 9 21 16 10 11 12 14 14 29 16 17 28 25 20 21 23 23 24 26 26 27 28 29 leaf_value=-0.0436226 -0.033012 -0.0308125 -0.0389329 0.0717334 0.0812298 -0.00944809 0.0179424 -0.00732041 -0.0051632 0.0127617 0.00432428 -0.0315024 0.0721156 0.00611551 0.0752526 0.0143049 0.075686 0.00430659 0.0635053 -0.0381488 0.060336 0.0447446 0.0428691 -0.0336296 0.0325941 -0.0407207 0.0604063 0.0301149 0.0112563 0.0777343 leaf_count=17356 491 2323 1742 138 496 440 540 370 942 214 431 2118 3431 174 1375 121 1901 786 238 493 557 367 273 354 291 125 147 172 322 278 internal_value=0 -0.0161229 -0.232456 0.375927 0.15707 0.00624036 0.566672 0.550328 -0.355766 0.647951 0.471394 -0.0817668 0.632654 0.502725 0.685172 0.387692 0.708968 0.290051 0.155857 0.059059 0.429127 0.159332 -0.236205 0.0684332 0.651052 -0.0766953 0.213508 -0.109981 0.356949 0.606437 internal_count=39006 30920 24370 6550 3587 3162 8086 3388 20783 2485 1218 3427 6203 2772 1549 839 2115 1883 1223 903 1097 1309 2369 627 787 765 272 663 560 399 Tree=123 num_leaves=31 split_feature=44 49 49 22 22 49 49 49 42 55 10 10 91 19 6 66 39 85 14 58 70 24 31 63 84 86 21 10 42 31 split_gain=80.6523 59.4961 50.2391 44.7558 39.6281 32.9553 24.3799 25.2802 19.8251 19.6773 15.1136 14.484 12.9511 11.1138 9.58969 9.50501 13.5513 19.9835 9.31625 9.24427 8.58704 8.1529 7.87427 7.85581 7.81607 7.57333 7.13043 6.66784 6.6165 6.52157 threshold=1 4 5 1 2 2 3 1 5 1 1 1 0 0 1 0 0 0 0 1 1 0 3 1 0 1 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=9 -2 -3 19 24 10 -7 22 -9 21 -6 -11 13 15 -13 16 17 20 -19 -4 -10 -1 -8 29 -5 -16 -12 -17 -15 -21 right_child=1 2 3 4 5 6 7 8 12 11 26 14 -14 28 25 27 -18 18 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 1 2 19 24 10 6 22 8 20 11 26 14 12 28 25 27 16 18 18 29 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0173389 0.0940821 0.105292 0.0752278 0.0120266 0.0892987 0.0319816 0.041741 0.0772138 0.0299925 0.0546936 0.0245098 0.0636231 -0.0459539 0.0147269 0.0403939 -0.0202015 -0.0390933 0.0322233 -0.0199188 0.00545175 -0.0324676 0.0917565 -0.0123542 -0.00101119 0.0705456 -0.0201147 -0.0266895 -0.0419771 -0.0223356 0.0762163 leaf_count=101 181 116 118 287 111 292 137 109 162 260 328 121 7345 346 154 1206 4332 560 354 146 2964 173 2382 1001 167 869 261 10912 3366 145 internal_value=0 -0.239561 -0.249894 -0.257868 -0.280062 -0.293583 -0.308848 -0.317796 -0.343431 0.287018 0.189319 0.141942 -0.348052 -0.31772 -0.0119355 -0.345626 -0.270649 -0.158703 0.145287 0.161708 -0.284816 0.725529 -0.0869931 0.0968809 0.362025 -0.0997805 0.0325323 -0.396616 -0.185441 0.434346 internal_count=39006 37328 37147 37031 35621 35167 34467 34175 31656 1678 700 1404 31547 24202 1144 20490 8372 4040 914 1410 3126 274 2519 1292 454 1023 589 12118 3712 291 Tree=124 num_leaves=31 split_feature=75 29 77 75 85 85 19 24 46 46 25 19 67 19 13 17 41 24 87 24 68 24 29 19 31 33 19 14 10 41 split_gain=319.469 155.079 121.247 97.6649 83.4935 56.0592 55.7339 33.936 33.2548 30.6897 27.7569 26.8209 23.9921 22.0811 19.937 19.3648 19.2677 17.5408 17.2272 19.0539 16.9301 16.6125 16.0477 18.5347 16.3389 15.6271 14.3605 13.5313 18.5286 14.2131 threshold=0 1 1 1 0 0 0 0 2 1 0 0 3 1 0 0 0 0 0 0 1 0 1 0 1 2 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 16 18 5 6 10 8 20 -4 17 22 -9 -11 -8 25 -6 -1 -10 19 -3 -5 -7 -2 24 -24 -14 -13 28 29 -27 right_child=3 2 4 7 15 21 13 11 9 12 -12 26 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31 leaf_parent=16 22 19 8 20 15 21 13 11 17 12 10 26 25 13 14 15 16 17 18 19 20 21 24 23 24 29 26 27 28 29 leaf_value=0.0525843 0.0815633 0.0207864 0.0606411 0.0261312 -0.0431741 0.0135901 0.00302825 -0.0001343 -0.00562975 0.0872163 -0.0129623 0.0117677 0.0428768 0.0438272 -0.0388611 -0.0158994 -0.00389878 0.071222 -0.00100077 0.0699433 0.0652453 -0.0336358 0.0673056 0.0586867 0.00246036 0.00853522 0.0611405 -0.0360501 -0.0313227 -0.0288447 leaf_count=1170 178 455 171 311 9451 423 1645 703 345 111 720 233 265 770 4397 2262 318 233 341 457 2286 1556 168 449 919 2405 504 2472 2364 924 internal_value=0 -0.0799847 -0.139673 0.355593 -0.192543 0.107026 -0.0779635 0.509269 -0.15782 -0.180467 0.292595 0.290791 -0.213941 0.205414 -0.226585 -0.373835 0.446825 0.310838 0.378 0.486156 0.607582 -0.202241 0.40028 0.320852 0.150223 -0.155334 0.478037 -0.177639 -0.113593 -0.00512782 internal_count=39006 30556 29068 8450 27815 4413 16102 4037 13687 13516 2434 1440 12938 2415 12827 11713 1488 578 1253 912 2597 1979 1714 1536 1087 8430 737 8165 5693 3329 Tree=125 num_leaves=31 split_feature=35 35 61 61 61 35 61 61 74 61 85 75 66 63 41 87 10 10 29 61 87 59 61 24 69 14 10 59 7 61 split_gain=313.697 137.368 109.155 77.8075 58.284 53.8181 46.3976 43.1465 29.1077 27.8295 27.2102 23.8545 23.231 23.062 22.8433 20.3829 19.0132 18.3483 15.1588 14.8448 14.7347 13.2724 12.7112 12.3999 13.2955 11.4791 12.065 16.3663 10.853 10.5733 threshold=0 1 0 1 2 2 3 4 4 0 0 0 0 0 1 0 0 0 1 5 0 0 0 0 0 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 12 8 28 25 9 -6 -8 -1 -3 18 21 -2 14 -12 17 20 29 -9 -20 -11 -7 -23 24 -13 26 27 -5 -4 -14 right_child=1 5 3 4 6 11 7 10 -10 16 13 23 15 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=8 12 9 28 27 6 21 7 18 8 20 14 24 29 13 14 15 16 17 19 19 20 22 22 23 24 25 26 27 28 29 leaf_value=0.0961225 -0.0403087 -0.0143838 -0.0418477 0.0830877 -0.0151086 0.0711682 -0.00251979 0.0977703 -0.0426423 0.0599203 0.171986 0.0284489 0.00189728 0.0304799 0.0822958 -0.0309961 -0.0110547 -0.0221182 -0.031187 0.0396119 0.00219554 -0.0107271 0.0549165 0.05143 -0.0399593 -0.0484456 -0.0443802 -0.00832826 -0.014342 0.0408898 leaf_count=105 1679 1132 4138 131 1317 1250 826 108 17427 545 123 270 768 196 296 1113 403 798 227 380 223 140 287 398 195 942 596 916 1341 736 internal_value=0 0.215945 -0.256714 -0.074095 0.0954011 0.397723 0.260239 0.418977 -0.415889 0.142432 0.60843 0.542427 -0.120993 0.863292 1.07675 -0.016216 0.326887 0.104861 0.311389 0.174322 0.462498 0.637461 0.377433 0.272468 0.0606738 -0.237343 -0.105384 0.0499706 -0.336595 0.24353 internal_count=39006 9937 29069 11537 6058 4843 3473 2156 17532 2303 1330 2540 5094 615 419 3415 1171 2302 715 607 768 1677 427 863 465 2585 1643 1047 5479 1504 Tree=126 num_leaves=31 split_feature=35 24 39 35 79 36 63 70 6 13 67 6 21 90 80 13 16 46 35 75 53 54 14 65 31 16 54 41 10 74 split_gain=69.2983 33.0474 22.2703 21.787 19.0614 15.5246 11.9448 10.5973 9.80168 9.26744 9.43441 8.74171 10.6075 8.60993 8.09536 7.65185 7.41263 6.91504 6.70659 16.7273 7.17879 6.37781 6.0279 5.98511 5.76314 5.73286 6.64723 5.63789 5.24015 5.2398 threshold=0 0 0 1 0 1 2 3 2 0 1 1 0 1 1 1 2 1 2 0 0 2 0 0 0 1 2 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 3 5 14 6 17 -5 -3 -7 10 -9 12 -10 -8 -2 -11 27 -1 -15 23 -21 24 25 -20 -4 28 -27 -13 -18 -12 right_child=1 7 21 4 -6 8 13 9 11 15 29 16 -14 18 -16 -17 22 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=17 14 7 24 6 4 8 13 10 12 15 29 27 12 18 14 15 28 17 23 20 20 21 22 23 24 26 26 27 28 29 leaf_value=0.0444262 0.0534422 0.0421817 -0.0432302 0.0881317 -0.027454 0.026631 0.0719349 0.0325745 0.0328944 -0.0173457 -0.0324043 0.0342572 -0.0373904 4.74888e-05 -0.0167431 -0.0488213 0.00105503 -0.0103049 -0.00622229 0.115731 0.0370315 -0.0463896 -0.0476579 0.0453309 0.0325499 0.0114638 -0.0363071 -0.0463235 -0.0467114 -0.00226455 leaf_count=115 117 164 202 165 504 186 171 265 309 948 1161 160 371 580 2177 2225 495 1461 366 119 115 13599 3300 167 176 219 8084 102 310 673 internal_value=0 -0.0884089 -0.356363 0.0587354 0.217415 -0.283768 0.315627 -0.250989 -0.318909 -0.274989 -0.141063 -0.329433 -0.0193111 0.251419 -0.130612 -0.384189 -0.347465 -0.0413039 0.189118 0.32552 0.818671 -0.452137 -0.359207 0.101283 -0.0594296 -0.32349 -0.348487 0.0798332 -0.115457 -0.212072 internal_count=39006 9917 29089 4481 2187 15112 1683 5436 13536 5272 2099 13350 680 1518 2294 3173 12670 1576 1347 767 234 13977 12408 533 378 9108 8303 262 805 1834 Tree=127 num_leaves=31 split_feature=13 14 85 13 14 14 31 47 59 41 59 75 24 66 14 24 17 33 13 17 24 7 28 54 66 34 47 41 35 24 split_gain=275.729 233.643 141.283 109.89 59.8731 57.1493 47.4255 39.1096 36.8072 35.8183 33.7487 32.257 25.2099 25.1899 22.9263 22.4825 21.8966 21.6754 21.0315 20.5172 18.4337 18.327 17.2172 26.3624 16.9924 16.5363 15.8416 15.0225 14.9735 14.6497 threshold=0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 1 0 0 2 0 0 0 1 1 0 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 20 5 16 9 7 8 17 12 19 24 -2 -6 -7 -14 25 -5 21 26 -1 27 23 -20 -8 28 -4 -9 -3 -22 right_child=3 4 10 6 13 14 11 18 -10 -11 -12 -13 15 -15 -16 -17 -18 -19 22 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 12 28 26 17 13 14 24 27 8 9 10 11 15 13 14 15 16 17 23 19 29 21 22 23 24 25 26 27 28 29 leaf_value=-0.0458883 -0.020155 0.0298258 0.00257579 0.0344387 0.0199888 0.00960474 -0.0162662 0.0566296 -0.0208539 -0.036969 -0.0312078 -0.0189628 -0.00590036 0.0498135 0.0463459 0.0410869 -0.0314886 0.0665888 -0.0404325 -0.0161763 -0.0340957 -0.00778309 0.0628324 0.057736 0.039878 -0.0432986 0.0329766 -0.00216609 -0.0255253 0.00201338 leaf_count=8766 1305 970 832 3050 1086 853 207 543 388 1403 1094 768 628 2156 1191 724 739 598 127 701 2219 253 3803 179 1060 239 1782 172 248 922 internal_value=0 0.0282056 -0.16829 0.35483 0.294508 0.131454 0.434994 0.475801 0.357548 -0.0420061 0.0972116 0.177647 0.0829874 0.408242 0.334741 0.222947 0.016819 0.397477 0.560647 0.170446 -0.375406 0.344056 0.603431 0.238494 0.319743 0.136658 0.235113 0.460092 0.208397 -0.22241 internal_count=39006 21754 16316 17252 5438 6104 11148 9113 4036 4060 4409 2035 2657 3242 2044 1352 2196 3648 5077 3315 11907 968 4109 306 1267 1457 2614 715 1218 3141 Tree=128 num_leaves=31 split_feature=24 85 59 84 91 82 63 66 39 75 28 66 66 14 7 54 39 66 39 53 59 41 31 47 33 69 24 47 47 39 split_gain=190.252 95.6927 87.3779 53.8536 52.5979 33.2244 29.182 52.6748 40.882 28.3557 21.9322 21.8799 21.3839 20.5619 20.4623 19.3845 18.4581 21.414 25.4253 21.1808 16.9631 16.1871 15.4859 15.2003 14.6352 13.5535 13.0999 13.0541 12.9368 12.5463 threshold=0 0 0 0 0 1 0 0 0 0 1 0 0 0 2 1 0 0 1 0 1 0 10 2 0 0 7 7 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 4 16 5 -2 7 23 -9 14 15 24 20 -5 -3 -10 -1 18 -18 -20 -4 -16 -8 -7 25 -6 -12 -24 -28 -25 right_child=2 9 12 13 11 6 22 8 10 -11 26 -13 -14 -15 21 -17 17 -19 19 -21 -22 -23 27 29 -26 -27 28 -29 -30 -31 leaf_parent=16 5 14 20 13 25 23 22 8 15 9 26 11 12 13 21 15 18 17 19 19 20 21 27 29 24 25 28 27 28 29 leaf_value=-0.0487212 -0.0272541 0.0861031 0.0299363 -0.0294281 0.00162286 -0.0048507 0.0896132 -0.0322953 0.106505 -0.0240467 0.0731292 -0.0238299 -0.0315828 0.0267779 0.0220631 0.00797538 -0.0320776 -0.0455047 0.0985769 -0.00528081 -0.0441362 -0.0242774 0.0935791 0.0164947 -0.0259341 0.0524022 0.0267808 0.0335808 -0.0044206 0.0419126 leaf_count=8978 561 159 577 973 432 368 131 1409 105 1169 120 2067 3274 801 1797 146 876 1636 196 312 369 446 110 848 357 433 748 5081 1998 2529 internal_value=0 -0.176818 0.164551 -0.323352 0.21059 0.251896 0.267597 0.192466 0.0216552 0.0983659 0.140593 -0.0636769 -0.198199 0.0693407 0.199856 0.631575 -0.411913 -0.217916 0.0376758 0.45482 0.110318 0.151081 0.36674 0.330829 0.142505 0.273196 0.0803513 0.34942 0.0498813 0.363371 internal_count=39006 17343 21663 13772 17443 14154 13593 8271 4526 3571 3117 3289 4220 1774 2402 251 11998 3020 1384 508 946 2243 5322 3745 1222 865 2866 5191 2746 3377 Tree=129 num_leaves=31 split_feature=13 66 14 23 59 10 14 59 41 59 14 24 41 24 47 63 24 61 34 85 79 15 15 91 84 59 39 17 88 66 split_gain=96.1238 50.9246 44.9284 51.484 31.3244 26.7609 24.2058 28.2068 21.692 16.1978 15.8502 15.7468 15.203 14.6075 12.568 14.7178 13.0226 13.5512 11.7166 11.3778 12.8387 20.8865 10.835 10.4583 10.3317 9.78982 9.08149 8.33457 8.24703 7.45155 threshold=0 0 0 0 2 0 1 0 0 1 2 0 1 1 0 3 2 0 0 0 1 0 0 1 0 2 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 4 19 6 -2 8 -4 10 9 -6 -8 -3 27 -13 16 -16 -15 -18 -14 -1 21 -21 23 -11 -5 -17 -12 28 -10 -22 right_child=1 11 3 24 5 -7 7 -9 12 22 26 13 18 14 15 25 17 -19 -20 20 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 4 11 6 24 9 5 10 7 28 23 26 13 18 16 15 25 17 17 18 21 29 21 22 23 24 25 26 27 28 29 leaf_value=-0.0482146 0.102556 -0.0435424 -0.0235767 -0.0462695 0.0543144 -0.0327395 -0.0281136 0.135835 0.0378626 0.0572927 0.0662175 -0.0359083 0.0871111 -0.0240979 0.0742642 0.0485455 0.067536 -0.00161246 0.00881856 0.0857761 -0.0187986 -0.0427903 -0.0183121 0.00243547 -0.010491 -0.0214953 0.0124578 -0.0210181 -0.0254465 -0.0444549 leaf_count=11971 154 2383 686 2705 196 1334 273 112 587 179 346 2194 280 406 131 146 384 373 121 150 1021 241 1652 2278 982 4061 307 226 125 3002 internal_value=0 -0.0676766 -0.345954 -0.127242 0.0722964 0.0464346 0.196578 0.392798 0.104303 0.0154424 0.243946 -0.214037 0.332186 -0.155503 -0.0808428 -0.156085 0.156698 0.350289 0.658738 -0.428804 -0.310189 0.169084 -0.0243851 0.0708659 -0.360639 -0.18675 0.421468 0.177271 0.282806 -0.358211 internal_count=39006 17210 21796 5411 7132 6978 1724 1038 5644 4305 926 10078 1339 7695 5501 4338 1163 757 401 16385 4414 391 4109 2457 3687 4207 653 938 712 4023 Tree=130 num_leaves=31 split_feature=33 33 33 85 34 33 38 15 37 75 53 23 41 53 24 23 66 14 63 47 90 14 15 63 66 7 66 66 47 47 split_gain=448.826 317.651 132.582 51.6502 28.8109 16.7807 8.02883 6.96579 6.73655 4.99335 2.91839 4.23229 1.5008 0.70565 1.06016 1.71941 1.12515 0.534512 0.416294 0.817874 0.314707 0.288728 0.28027 0.523577 0.18931 0.14537 0.152335 0.271271 0.147286 0.0883437 threshold=0 1 2 0 0 3 1 0 0 0 0 0 0 0 0 0 1 0 4 1 1 3 0 0 3 1 0 2 0 10 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=18 13 10 4 5 -4 -5 -8 -6 12 11 -3 17 14 15 -2 -17 20 19 -1 -7 -16 23 -13 -23 28 -27 -28 -22 -20 right_child=1 2 3 6 8 9 7 -9 -10 -11 -12 22 -14 -15 21 16 -18 -19 29 -21 25 24 -24 -25 -26 26 27 -29 -30 -31 leaf_parent=19 15 11 5 6 8 20 7 7 8 9 10 23 12 13 21 16 16 17 29 19 28 24 22 23 24 26 27 27 28 29 leaf_value=-0.0207561 -0.0154402 0.00946205 0.0080567 -0.0513335 0.0217361 0.0701855 0.0466832 -0.021705 -0.0531132 0.042883 -0.0514775 -0.0258013 0.0632603 -0.051907 -0.0339434 -0.0204746 -0.0514648 0.083135 -0.0433324 -0.052687 0.0767773 -0.0406542 -0.0532099 -0.053187 -0.0521771 0.0779418 0.0787926 0.0688601 0.0835643 -0.0523545 leaf_count=125 181 129 197 249 131 153 101 204 112 110 1041 138 173 3310 117 117 526 317 124 246 140 151 148 112 1307 392 106 135 138 28576 internal_value=0 0.138447 0.445264 0.58676 0.663489 0.709649 -0.120025 0.0988418 -0.0629882 0.74267 -0.397046 -0.242109 0.763399 -0.485429 -0.447087 -0.365178 -0.448708 0.779336 -0.521761 -0.413442 0.763324 -0.497711 -0.424053 -0.366214 -0.509256 0.773757 0.761429 0.73239 0.801865 -0.523178 internal_count=39006 9935 4226 2658 2104 1861 554 305 243 1664 1568 527 1554 5709 2399 824 643 1381 29071 371 1064 1575 398 250 1458 911 633 241 278 28700 Tree=131 num_leaves=31 split_feature=10 59 59 79 41 59 13 39 75 39 10 41 59 10 59 41 59 75 59 59 23 41 41 41 79 39 10 35 10 41 split_gain=576.313 456.692 181.55 157.973 135.49 84.0293 57.3157 52.302 46.0977 35.3224 34.8983 33.7548 29.9533 24.7729 24.5441 23.8371 23.2489 21.7441 20.683 19.7204 45.5225 19.5185 19.1888 19.3965 16.9411 16.2858 15.3957 15.3452 15.2495 13.5182 threshold=0 0 1 0 0 2 0 0 0 1 1 0 0 2 3 1 0 1 1 0 0 1 1 2 0 0 1 0 3 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 11 6 25 27 8 15 19 21 12 -3 -5 -12 -7 -6 -8 -10 -14 20 26 -9 -13 -24 29 -1 -2 -4 -15 -17 right_child=3 2 5 10 7 14 16 9 17 -11 13 22 18 28 -16 24 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 26 11 27 12 15 14 16 21 17 9 13 22 18 28 14 29 16 17 18 19 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.0314981 0.000161356 -0.0340568 -0.0273576 -0.0123345 0.00409425 0.0114983 -0.0283044 -0.0151759 0.0334208 -0.0427805 0.0347217 -0.0164208 0.00284075 0.0287912 0.0755232 0.0283896 0.0194435 -0.0289126 0.0662147 0.0715196 -0.00613817 0.0568376 -0.00422709 0.0719991 -0.00255101 -0.0490891 0.0749527 0.0327794 0.0765252 0.080205 leaf_count=8712 164 1911 386 417 1083 173 1512 540 357 1752 451 497 206 198 1969 250 562 641 532 633 804 270 209 213 131 9722 446 274 3689 302 internal_value=0 -0.0282676 0.38574 0.501622 -0.262695 0.602534 0.220271 0.0624103 0.366654 -0.201972 0.655855 -0.106527 0.389398 0.711554 0.714461 0.282578 -0.0834812 -0.0195765 0.533091 0.503866 0.358475 0.181133 0.170761 0.411385 0.483797 -0.401414 0.643626 -0.0331306 0.746514 0.608144 internal_count=39006 28394 5632 10612 22762 2802 5119 4328 3045 2562 5493 2830 1155 4338 2142 1766 2074 998 738 2047 1414 810 919 422 683 18434 610 660 3887 552 Tree=132 num_leaves=31 split_feature=31 37 44 42 42 49 66 39 2 49 91 84 33 39 33 85 85 49 47 85 22 49 84 8 85 42 14 69 19 84 split_gain=79.7794 52.0783 34.4591 24.8265 25.2241 24.0472 20.5201 20.8486 23.4215 19.5276 16.7771 16.1837 16.4318 11.8941 11.2803 9.13951 8.41447 8.27967 7.44516 15.8724 7.21409 7.81392 7.05705 6.5621 6.548 6.41803 6.85559 6.34692 6.29847 6.15407 threshold=0 0 1 2 1 2 0 0 0 1 0 0 0 0 1 0 1 2 0 0 2 1 2 1 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=6 2 13 -3 18 -4 7 8 10 27 15 -6 -13 -2 -14 -1 -17 -8 -5 -20 -19 -22 -9 24 -11 -18 -27 -7 -24 -25 right_child=1 3 5 4 11 9 17 22 -10 23 -12 12 14 -15 -16 16 25 20 19 -21 21 -23 28 29 -26 26 -28 -29 -30 -31 leaf_parent=15 13 3 5 18 11 27 17 22 8 24 10 12 14 13 14 16 25 20 19 19 21 21 28 29 24 26 26 27 28 29 leaf_value=-0.00499338 0.0713389 0.0994037 0.0515924 0.0135071 -0.00984164 0.0319679 0.00955763 0.0107201 -0.0430299 -0.0272712 -0.0442154 0.00506393 0.0272313 -0.0104114 0.0931872 -0.00678504 -0.00924375 0.0197628 0.132078 0.0342668 -0.0150627 -0.0415242 -0.038975 -0.0381379 0.0349962 0.0629604 0.0116802 -0.0149913 -0.0129064 -0.0161794 leaf_count=2126 247 165 169 144 2436 324 205 263 1596 352 736 960 294 136 145 421 146 110 139 155 759 12801 5771 5608 186 381 261 261 832 877 internal_value=0 -0.0390812 -0.178759 0.157621 0.119909 -0.22834 -0.29868 -0.215041 -0.0960696 -0.259795 -0.00237948 0.052103 0.214465 0.448284 0.529306 0.0629226 0.22213 -0.376492 0.613857 0.784915 -0.387229 -0.394953 -0.33036 -0.31172 -0.0178108 0.359652 0.45884 0.121794 -0.351261 -0.337458 internal_count=39006 12598 8160 4438 4273 7777 26408 12533 5667 7608 4071 3835 1399 383 439 3335 1209 13875 438 294 13670 13560 6866 7023 538 788 642 585 6603 6485 Tree=133 num_leaves=31 split_feature=74 37 37 77 41 13 14 84 14 14 41 8 37 37 15 74 79 59 23 14 14 19 65 13 23 7 77 13 59 59 split_gain=290.504 186.937 86.645 75.2515 70.847 57.1473 51.9811 43.0168 32.3755 30.56 33.8043 29.6459 28.8284 26.9664 46.1687 26.7916 25.9757 25.2908 24.8651 21.9468 19.5773 18.8434 18.3712 17.0735 17.4564 16.2857 15.9568 14.7396 14.7127 14.6522 threshold=0 0 1 1 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 1 0 2 0 0 1 2 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 9 -1 6 8 13 17 11 10 18 -5 -6 14 15 -2 20 23 -3 -9 -8 -14 28 -4 -25 -20 -24 -7 -13 -23 right_child=4 2 7 5 12 27 16 19 -10 -11 -12 22 21 -15 -16 -17 -18 -19 25 -21 -22 29 26 24 -26 -27 -28 -29 -30 -31 leaf_parent=3 15 18 23 11 12 27 20 19 8 9 10 28 21 13 14 15 16 17 25 19 20 29 26 24 24 25 26 27 28 29 leaf_value=0.027084 0.0262374 -0.0121442 0.0894562 0.0635055 -0.0205332 -0.0259695 0.0226071 0.0334017 -0.0387271 -0.0360619 -0.02615 0.061293 -0.00915151 0.0688277 -0.000160619 0.0657174 0.0609585 0.0280671 0.0890096 -0.0247783 -0.0358611 0.0694391 0.045526 -0.0200994 0.0678134 0.0296721 -0.0150714 -0.0493194 -0.021152 0.014947 leaf_count=926 898 709 757 234 1472 3127 400 571 3269 1413 1137 290 523 1468 844 1164 241 607 191 521 827 283 121 179 260 867 7704 7490 204 310 internal_value=0 -0.0718554 0.212286 -0.203645 0.349788 -0.250151 0.443663 0.440313 -0.140108 -0.0279389 0.0913169 -0.0701775 0.0391116 0.51655 0.416325 0.527982 0.061362 0.607938 0.260294 0.12407 -0.0972592 0.248331 -0.0989694 0.753648 0.423479 0.430188 -0.129857 -0.417356 0.325041 0.430885 internal_count=39006 30576 7212 23364 8430 22439 5842 2895 11822 4317 2904 8553 2588 4374 2906 2062 1468 1803 1767 1092 1227 1116 8319 1196 439 1058 7825 10617 494 593 Tree=134 num_leaves=31 split_feature=7 66 91 7 61 61 61 35 42 31 85 47 61 31 39 10 63 31 66 65 66 70 66 10 16 61 61 47 84 43 split_gain=280.797 101.132 68.228 62.2944 42.7045 62.6157 40.5489 38.6741 33.4833 31.2033 27.6811 26.3788 25.2953 22.2923 20.8882 23.2737 24.3329 19.8741 19.0745 18.0229 15.3121 13.1442 12.9916 11.5033 12.7667 11.3877 13.2091 10.8409 10.8163 10.5924 threshold=0 0 0 1 0 1 2 0 1 0 0 0 0 1 0 0 0 2 0 0 1 1 1 0 1 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 19 7 12 21 -6 -7 -1 -5 11 18 -10 -3 -11 15 16 27 -15 -8 -2 -14 -4 -13 24 -22 -21 -27 -9 -12 -28 right_child=1 3 4 8 5 6 10 14 9 13 28 22 20 17 -16 -17 -18 -19 -20 25 23 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_parent=7 19 12 21 8 5 6 18 27 11 13 28 22 20 17 14 15 16 17 18 25 24 21 22 23 24 26 29 27 28 29 leaf_value=-0.040343 -0.0396568 -0.0165832 0.0339722 -0.0328782 -0.032868 -0.0147252 -0.0360592 0.00286183 0.0125479 0.061279 0.101049 -0.000543444 -0.0173278 0.050084 -0.0333133 -0.0381678 -0.0153695 -0.00728828 0.0489208 -0.0479662 0.080194 -0.0392399 0.0732822 -0.000806175 0.0287342 -0.0446887 0.0647343 0.0603059 0.0309551 -0.0022406 leaf_count=18433 2015 1880 195 259 1455 741 267 280 361 451 373 132 419 295 1997 830 709 779 442 295 200 2237 1394 474 965 181 170 475 130 172 internal_value=0 0.192292 -0.256032 0.292969 -0.00938624 0.150303 0.38185 -0.334168 0.443623 0.482547 0.583213 0.617946 0.0723456 0.265192 -0.126486 0.0238432 0.171289 0.107606 0.246207 -0.243005 0.211995 -0.323365 0.699936 0.294896 0.39114 0.0277523 0.170813 0.433589 0.881164 0.345561 internal_count=39006 10442 28564 7609 5840 3408 1953 22724 3671 3412 1212 1887 3938 1525 4291 2294 1464 1074 709 2833 2058 2432 1526 1639 1165 818 523 755 503 342 Tree=135 num_leaves=31 split_feature=7 39 35 35 46 70 50 39 80 39 10 14 87 75 41 46 3 16 46 33 32 66 34 89 40 16 33 35 2 14 split_gain=67.529 28.9585 23.3739 16.2295 15.3204 12.4489 12.2009 11.9007 11.4631 10.625 7.74663 10.7021 8.42597 7.34992 6.51104 9.51413 6.49974 8.70427 6.48184 5.09247 5.07156 7.97571 4.55812 4.98953 4.69657 4.55126 4.46071 4.43904 5.45645 4.69735 threshold=0 0 0 0 2 3 1 0 1 0 0 0 0 0 0 1 0 3 1 1 0 0 0 1 1 1 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 6 10 -4 -6 -2 16 -5 14 11 12 18 27 15 -8 17 -7 -1 -15 21 -17 23 -23 -25 -20 -26 28 -10 -29 right_child=2 -3 4 8 5 7 9 -9 13 -11 -12 -13 -14 19 -16 20 -18 -19 25 -21 -22 22 -24 24 26 -27 -28 29 -30 -31 leaf_parent=18 6 1 4 8 5 17 15 7 28 9 10 11 12 19 14 21 16 17 25 19 20 23 22 24 26 25 26 29 28 29 leaf_value=0.0200516 0.0600612 -0.0463349 0.0971698 0.0645799 0.0856817 0.0745471 0.0553957 -0.0179349 0.0200623 -0.0373999 -0.0446212 -0.0454596 -0.0408758 0.0487378 -0.0338668 -0.0299108 -0.0206412 0.0113362 0.00751292 -0.00274877 -0.0330405 -0.0400622 -0.037303 -0.0206872 0.0709726 -0.0220031 0.0205356 0.00343718 -0.0393479 -0.0495702 leaf_count=241 132 13758 102 137 109 115 109 1755 123 2861 4116 2477 1303 141 882 599 406 1814 325 706 559 103 142 133 124 3438 500 551 1092 153 internal_value=0 -0.348875 -0.0844872 -0.264758 0.0497132 0.025235 -0.206861 0.00259687 -0.0927471 -0.227158 -0.319185 -0.272875 -0.211848 -0.129997 -0.127518 -0.0562422 0.1042 0.154858 -0.152616 0.0671127 -0.104448 -0.0295732 0.10185 0.165266 0.2313 -0.185667 0.320941 -0.224001 -0.32939 -0.0671742 internal_count=39006 28561 10445 14803 4301 4199 6144 4090 2903 6012 11900 7784 5307 2766 3151 2269 2335 1929 4004 847 2160 1601 1002 860 757 3763 624 1919 1215 704 Tree=136 num_leaves=31 split_feature=39 14 85 32 79 59 19 87 41 41 41 71 87 72 35 25 7 74 65 71 71 41 63 25 85 13 13 21 31 80 split_gain=242.225 140.637 116.998 73.501 64.8522 42.8507 40.9992 31.8323 30.1472 31.588 23.0733 21.9021 26.6519 20.8476 20.3518 18.7149 18.0551 17.7686 22.534 17.1357 16.8696 16.216 15.8875 15.6473 15.1099 14.2002 19.6221 18.0821 16.1183 14.1071 threshold=0 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 1 2 0 1 0 0 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 25 4 6 11 10 13 14 -10 22 12 -3 -4 29 -9 -16 18 21 -13 -21 -15 -2 -12 -6 -1 -27 28 -28 -5 right_child=3 5 7 8 24 -7 -8 15 9 -11 23 19 -14 17 16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_parent=25 22 12 13 29 24 5 6 15 9 9 23 19 12 21 16 15 16 17 18 20 20 21 22 23 24 26 28 27 28 29 leaf_value=-0.0419266 0.0117657 0.00188408 0.0477619 -0.00567358 -0.0367469 -0.0192998 -0.00720184 0.0336334 0.0378672 -0.00201748 0.0174425 0.0184174 0.0391531 0.020186 0.0425605 -0.0419136 0.00126236 -0.0463368 -0.0452444 0.0183881 0.0663541 -0.0375346 0.0383813 -0.0350096 0.0048806 -0.03788 0.0689649 -0.0460049 -0.0237015 0.052083 leaf_count=9176 678 1401 230 121 1383 999 1280 1496 1750 948 920 503 838 892 734 223 590 820 535 232 719 275 4153 365 553 1573 214 282 161 4962 internal_value=0 0.00351966 -0.151614 0.317036 0.202552 0.234803 0.256086 0.088337 0.413767 0.261951 0.302718 0.298456 0.187586 -0.0636403 0.468966 0.280691 0.278115 -0.12696 -0.0299707 0.442672 0.554015 0.0962105 0.348256 0.0867614 -0.195988 -0.359449 -0.170614 0.141043 0.389419 0.509385 internal_count=39006 20569 15877 18437 9332 4692 7396 4471 9105 2698 6116 3693 2239 2752 6407 1719 1324 2522 1702 1454 951 1167 4831 1285 1936 11406 2230 657 375 5083 Tree=137 num_leaves=31 split_feature=85 14 59 39 13 87 14 91 33 13 23 66 14 33 33 14 39 63 63 47 85 47 10 32 91 87 74 55 47 70 split_gain=179.561 152.189 59.6321 57.7706 35.0986 32.958 32.8556 17.3642 15.6792 15.5044 14.0702 13.7979 13.1213 15.9471 14.8032 14.6275 14.2094 23.2085 22.9387 15.6095 13.9355 12.6165 12.1972 11.5467 11.3093 10.2257 10.1891 13.5204 12.1542 10.1544 threshold=0 0 0 0 0 0 1 0 0 1 0 4 0 1 0 1 0 0 1 0 1 3 0 1 0 6 1 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 5 -1 -5 7 10 12 11 -6 22 -7 13 -2 16 20 17 -15 -19 -18 -14 -13 -3 -16 26 -23 28 -28 -8 -20 right_child=2 6 -4 4 9 8 24 -9 -10 -11 -12 21 15 14 23 -17 19 18 29 -21 -22 25 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=3 13 22 2 4 9 11 28 7 8 9 10 21 20 17 23 15 19 18 29 19 20 25 22 23 24 25 27 27 28 29 leaf_value=-0.0439498 -0.0262446 0.0280991 -0.0151938 -0.0339699 -0.0260276 -0.00545191 0.0665465 -0.0120241 0.00801898 0.017626 -0.0246558 3.73335e-05 0.0370112 -0.0311736 0.0983682 0.0480588 0.0388812 -0.0434283 0.0753329 0.00455167 -0.012295 0.0729739 -0.0438651 0.0245682 -0.00759977 0.0374918 0.0686667 0.017209 0.0161037 0.01913 leaf_count=11369 426 616 3124 2792 799 278 291 1158 882 1856 1686 361 363 737 110 786 693 180 120 1023 393 232 258 188 624 4676 201 2243 280 261 internal_value=0 -0.11588 0.194016 -0.295012 -0.0914779 0.234805 0.13747 0.135534 0.32263 0.0818969 -0.103039 0.354874 0.173792 0.112179 0.152072 0.311758 0.112773 -0.0447254 0.206212 0.215737 0.129942 0.373912 0.140145 0.542666 0.235822 0.393879 0.272612 0.214139 0.470225 0.406778 internal_count=39006 23015 15991 16816 5447 12867 6199 6438 6429 2655 2560 5547 5280 3738 3312 1542 3014 1298 561 1716 756 5269 874 298 3639 4908 3015 2444 571 381 Tree=138 num_leaves=31 split_feature=66 10 25 39 34 87 78 25 85 14 59 84 13 23 13 66 41 34 85 41 91 31 59 85 41 61 74 69 65 87 split_gain=96.9888 55.5557 47.1311 30.2691 29.1642 24.3863 21.8312 23.74 17.0213 16.7424 16.084 13.2411 19.5992 11.9817 10.3931 10.3818 10.009 9.42694 8.80914 7.88168 7.16587 6.91813 9.35316 6.801 6.6099 6.35266 5.8848 6.3741 5.71368 5.17656 threshold=0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 5 -2 11 9 -5 13 -9 18 20 12 -4 26 -6 -10 21 19 -1 -18 -11 22 25 -3 -20 -7 27 -8 -17 -28 right_child=3 23 4 6 14 16 7 8 15 10 -12 -13 -14 -15 -16 28 17 -19 24 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_parent=18 3 23 12 6 14 25 27 8 15 20 10 11 12 13 14 28 19 17 24 19 20 21 22 23 24 25 29 27 28 29 leaf_value=-0.0394298 -0.0438224 -0.0448823 -0.0127711 0.0701954 -0.0418045 0.00705712 -0.0229911 -0.0224344 0.0745483 0.0355821 0.0613429 0.0846165 0.0599582 -0.0386133 0.0218154 0.0375325 0.0263522 -0.0226527 -0.0210983 0.0803104 -0.0138458 -0.045784 0.0526014 -0.0166084 0.0253575 -0.0214658 -0.031511 0.0727268 -0.0201999 -0.0063383 leaf_count=2402 13063 3664 345 115 444 1760 103 1031 141 198 165 236 320 6320 217 197 491 143 1092 141 1433 162 143 795 207 676 1391 111 254 1246 internal_value=0 -0.0498106 0.0264177 -0.333716 0.350275 -0.0532355 -0.221248 -0.240312 0.0618534 -0.171823 0.0136894 0.529715 0.367502 -0.30496 -0.100369 0.339529 0.0869999 0.295071 -0.285413 0.400145 -0.0751913 0.0154027 0.0446477 -0.372481 -0.121237 0.00337427 -0.157516 0.282754 0.104283 -0.19512 internal_count=39006 15034 10575 23972 1562 9013 10909 10794 1623 5497 1796 901 665 9171 661 592 3516 775 3701 632 1631 2741 2579 4459 1299 2436 2851 214 451 2637 Tree=139 num_leaves=31 split_feature=33 33 33 85 74 43 38 15 59 33 23 85 41 39 47 15 14 23 47 13 15 31 14 61 14 90 66 69 66 39 split_gain=419.064 289.234 119.026 45.9144 28.3152 14.7914 7.72697 6.7331 4.2385 3.82603 1.92302 2.68274 0.741979 0.683561 0.682984 0.669443 1.23957 0.922942 0.815799 0.756258 0.457526 0.430569 0.66251 0.417329 0.305546 0.214639 0.129231 0.1832 0.119933 0.0745494 threshold=0 1 2 0 0 0 1 0 0 3 0 0 0 0 2 0 1 0 0 0 0 6 0 0 1 1 3 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=21 15 10 4 5 9 -5 -8 -6 -4 11 13 20 -3 -12 16 18 19 -2 -18 25 22 -1 -22 -16 -11 27 -17 -19 -27 right_child=1 2 3 6 8 -7 7 -9 -10 12 14 -13 -14 -15 24 26 17 28 -20 -21 23 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_parent=22 18 13 9 6 8 5 7 7 8 25 14 11 12 13 24 27 19 28 18 19 23 21 22 23 24 29 26 27 28 29 leaf_value=-0.0526567 -0.0413497 0.0155118 0.0357132 -0.0509174 0.0128393 0.0155953 0.0446985 -0.0227354 -0.0471095 0.0708597 -0.0280848 -0.0493501 0.0638067 -0.0169357 -0.0354039 -0.0344572 -0.0253649 -0.0438843 -0.00956651 -0.0487889 0.0771428 -0.0520607 -0.0293023 0.0657072 -0.0528091 0.0759654 -0.0517285 -0.0526809 -0.0520048 0.0789849 leaf_count=311 142 109 126 252 108 199 101 197 101 157 169 173 159 122 133 113 245 202 137 264 104 28549 217 208 849 683 3116 124 1392 244 internal_value=0 0.133123 0.42841 0.562234 0.635522 0.68335 -0.111944 0.101549 -0.0708178 0.719077 -0.394876 -0.226715 0.733455 -0.0122718 -0.470582 -0.47826 -0.439172 -0.467755 -0.257078 -0.357953 0.744455 -0.518787 -0.426526 0.694926 -0.505141 0.759026 -0.511084 -0.43761 -0.508588 0.767714 internal_count=39006 9929 4194 2639 2089 1880 550 298 209 1681 1555 404 1555 231 1151 5735 2382 2103 279 509 1396 29077 528 312 982 1084 3353 237 1594 927 Tree=140 num_leaves=31 split_feature=25 10 59 10 59 84 41 10 59 14 3 41 10 41 59 59 58 19 23 59 59 59 41 71 39 41 7 41 32 59 split_gain=539.209 345.217 144.472 102.684 80.038 53.8213 53.1705 52.4703 52.022 33.6665 32.1336 48.7827 30.3357 29.0559 26.1241 21.7597 21.3577 20.6027 19.1163 18.4546 18.2497 17.1521 16.7422 16.2639 15.411 15.156 14.6247 14.5732 15.2591 13.1727 threshold=0 0 0 1 1 0 0 2 0 0 0 0 3 1 2 1 1 0 0 0 0 1 2 0 0 0 0 1 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 6 8 25 10 -1 16 -3 -7 11 24 20 -8 26 -10 -5 -14 -19 -18 -9 -21 -15 -11 -2 -4 -6 28 -13 -17 right_child=5 3 4 7 14 9 13 12 15 23 -12 27 17 22 -16 29 19 18 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=6 24 8 25 16 26 9 13 20 15 23 10 28 17 22 14 29 19 18 18 21 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0423762 0.0278624 -0.0294234 -0.0363661 0.0763695 -0.0338506 0.0386451 -0.0250343 -0.0375922 -0.010422 0.0335838 0.064177 0.0516353 0.0720878 -0.00401433 0.0570645 0.00487942 -0.0431082 0.0755729 0.00784638 -0.0327015 0.0585721 0.0577613 0.0519417 -0.0386682 -0.0151494 0.00806975 0.0400433 0.0665664 -0.0085583 0.0674971 leaf_count=17366 632 2320 1754 112 251 721 2540 249 442 121 3919 371 1682 593 744 110 525 146 287 127 123 139 296 458 567 618 225 1102 195 271 internal_value=0 -0.016033 -0.21544 0.336472 0.155814 0.507491 -0.339499 0.501169 -0.0148943 0.185162 0.558365 0.422454 0.59605 -0.0711135 0.434197 0.313969 0.0434284 0.648043 0.340168 -0.0995247 0.0130037 0.222068 0.21746 -0.188664 0.121696 -0.210136 0.00512339 0.572912 0.354253 0.514028 internal_count=39006 30920 24387 6533 3592 8086 20795 3390 3143 1300 6786 2867 2487 3429 1220 823 903 2115 433 791 372 266 889 579 1199 2372 476 1668 566 381 Tree=141 num_leaves=31 split_feature=19 22 31 49 91 49 49 49 55 22 44 91 31 31 38 7 61 85 32 85 33 47 42 36 69 61 10 89 43 31 split_gain=77.6714 38.9783 30.5621 24.1838 24.1394 21.9631 22.0552 20.5083 19.8945 17.3201 15.6788 11.7363 11.4325 12.4147 10.98 10.8854 10.5225 10.3088 10.5575 10.2154 9.71284 9.15415 9.0915 9.42477 8.17713 9.46542 8.03193 7.09479 7.05361 6.81596 threshold=0 1 5 5 0 3 2 1 1 2 1 0 0 1 2 0 0 4 0 0 0 0 1 2 0 0 1 1 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 12 -3 -2 8 -4 -7 16 20 -10 15 14 -1 -14 -9 -11 -8 18 21 22 -5 -16 -12 -24 -19 29 28 -21 -25 -26 right_child=3 2 5 4 -6 6 7 11 9 10 19 -13 13 -15 17 -17 -18 24 -20 27 -22 -23 23 26 25 -27 -28 -29 -30 -31 leaf_parent=12 3 2 5 20 4 6 16 14 9 15 22 11 13 13 21 15 16 24 18 27 20 21 23 28 29 25 26 27 28 29 leaf_value=-0.0019888 0.0948871 0.0529773 0.0485527 0.0229904 -0.0291299 0.0211457 0.012032 0.0174228 0.0611214 0.071176 0.0327477 -0.0458343 -0.0126626 0.0780314 0.0809418 -0.0027157 -0.0277359 -0.0359522 -0.0429559 0.0478034 0.0764114 -0.00996554 0.0463519 0.0344636 0.0517267 -0.0346832 -0.0321404 0.00133484 -0.0316411 -0.0129241 leaf_count=589 103 236 163 525 1727 394 887 303 206 232 216 6246 158 234 129 189 725 15647 232 198 209 157 125 214 109 2547 2260 1775 175 2096 internal_value=0 -0.258829 -0.281029 0.027918 0.00730352 -0.291818 -0.300013 -0.312651 0.0721866 0.0128656 -0.0205352 -0.336056 0.221527 0.514821 -0.304668 0.395849 -0.0494865 -0.314091 0.05956 -0.0664094 0.399842 0.360934 -0.170405 -0.214434 -0.325654 -0.221342 -0.250919 0.0664468 0.0642367 -0.0883858 internal_count=39006 30852 29871 8154 8051 29635 29472 29078 6324 5590 5384 27466 981 392 21220 421 1612 20917 518 4963 734 286 2990 2774 20399 4752 2649 1973 389 2205 Tree=142 num_leaves=31 split_feature=75 85 75 14 29 37 85 68 74 77 37 74 37 66 14 25 4 77 25 89 37 10 13 65 59 14 75 7 29 10 split_gain=256.673 125.651 78.2925 77.4031 56.262 54.7082 42.1598 40.1526 35.9598 33.3382 31.3158 31.3117 26.7397 25.8774 24.7519 22.0684 21.6052 20.0976 21.7933 19.9641 18.3505 17.8774 19.113 14.9542 19.0812 14.2072 13.9897 13.6718 13.5869 13.4066 threshold=0 0 1 0 1 0 0 2 0 1 0 1 1 0 1 0 1 1 0 1 1 0 0 0 0 0 3 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 6 4 -1 9 17 -3 -9 -6 13 -10 15 -4 -5 27 -11 -2 25 -15 -12 22 23 -18 -25 -19 -22 -7 -21 -23 right_child=2 7 10 14 5 12 -8 8 11 16 20 -13 -14 19 -16 -17 21 18 -20 28 26 29 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=4 17 7 13 14 9 27 6 8 11 16 20 11 12 19 14 15 23 25 18 28 26 29 22 24 24 25 26 27 28 29 leaf_value=0.0521771 0.0662368 0.0826834 0.067796 -0.00247433 0.0393378 0.0798532 -0.0175134 -0.0389252 -0.0278756 0.0537019 0.0338088 0.0305122 0.0566711 0.0637681 -0.0408748 -0.0262264 -0.00347403 0.0363645 -0.0242641 0.0431618 0.0253384 0.0331138 -0.0277241 0.0560911 -0.0175419 -0.0120184 0.0708662 0.0181556 0.00153407 -0.0372218 leaf_count=866 252 118 356 2116 461 176 2004 10568 1306 286 622 540 908 206 3226 732 2887 1113 658 243 179 181 1955 450 332 409 1337 801 1118 2601 internal_value=0 -0.0732109 0.318743 0.0489864 0.135316 0.0733768 0.0954318 -0.289484 -0.310439 -0.030127 0.454847 -0.0396371 0.334298 0.290875 -0.246143 0.13433 -0.0844014 0.255171 0.174702 0.191708 0.574176 -0.111444 -0.0381289 0.0507841 0.317602 0.276664 0.658083 0.314256 0.108292 -0.309365 internal_count=39006 30510 8496 17978 12636 11770 4435 12532 12414 9153 4061 1846 2617 1923 5342 1709 8692 2431 2180 1567 2138 8406 5624 3669 782 1522 1516 977 1361 2782 Tree=143 num_leaves=31 split_feature=61 61 61 29 61 61 7 61 35 39 10 66 74 37 66 87 41 66 47 61 21 37 75 39 72 43 66 31 15 15 split_gain=248.482 143.06 94.3256 81.681 73.1353 55.4609 48.9401 40.5762 39.9755 34.7281 31.5453 25.1226 25.1034 23.7838 23.7173 25.5743 23.7644 20.2528 19.5801 18.2587 17.9925 17.8871 13.6314 12.9838 12.4416 12.3612 12.2229 12.2677 13.8237 12.2188 threshold=0 1 2 3 3 4 0 5 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 1 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 6 9 -1 18 17 -2 25 12 10 13 -8 -5 22 -10 16 21 -6 -4 -9 23 24 -3 -13 -16 -7 -26 -28 -29 -20 right_child=1 2 4 8 5 7 11 19 14 -11 -12 20 -14 -15 15 -17 -18 -19 29 -21 -22 -23 -24 -25 26 -27 27 28 -30 -31 leaf_parent=3 6 22 18 12 17 25 11 19 14 9 10 23 12 13 24 15 16 17 29 19 20 21 22 23 26 25 27 28 28 29 leaf_value=0.0975539 -0.0360794 0.0463826 -0.0297838 0.0865264 -0.039686 0.0460044 -0.0428004 0.0463705 -0.0493589 -0.0280625 -0.0334649 0.0509611 -0.0410079 -0.0135213 -0.041424 -0.0378756 -0.0333953 0.0295178 0.054676 0.0892358 -0.011553 -0.0329415 0.120233 0.00336812 -0.0295325 -0.00958086 0.0612444 -0.0030587 0.0755299 0.00438278 leaf_count=123 5256 490 830 104 347 400 616 415 1227 2162 638 556 17394 309 123 1078 678 831 290 1308 664 368 122 413 175 272 480 416 112 809 internal_value=0 0.122532 0.280835 -0.29444 0.422805 0.554442 -0.172555 0.686127 -0.318442 -0.0524928 0.20319 0.0705858 -0.399285 0.412111 -0.130421 -0.0478362 0.0721172 0.153363 0.0253555 0.805992 0.178574 0.195879 0.627026 0.338083 0.289838 0.257911 0.347318 0.414238 0.173794 0.19955 internal_count=39006 16728 9223 22278 5502 3573 7505 2395 22155 3721 1559 2249 17498 921 4657 3430 2352 1178 1929 1723 1633 1674 612 969 1306 672 1183 1008 528 1099 Tree=144 num_leaves=31 split_feature=7 39 24 16 80 16 80 66 42 80 46 36 24 10 33 75 0 54 33 3 65 32 6 66 65 10 16 35 31 70 split_gain=61.8211 25.5107 21.769 14.3493 14.905 13.9623 12.4559 11.2648 11.4361 10.9822 9.96909 9.95811 8.79515 12.7833 7.88207 11.1077 7.40791 7.40011 7.19641 6.68299 6.93522 6.44851 6.41901 5.50717 5.91286 5.49972 5.14308 4.84633 4.83742 4.7194 threshold=0 0 0 3 1 3 1 0 1 2 1 1 0 0 1 0 1 2 1 0 0 0 1 10 3 1 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 3 -2 -5 -1 27 -6 -9 -8 -10 18 13 14 15 -11 -12 -13 21 20 -18 -4 -16 -19 -25 -15 -24 -7 -3 -28 right_child=2 28 11 4 7 6 9 8 10 12 16 17 -14 25 22 -17 19 23 -20 -21 -22 -23 26 24 -26 -27 29 -29 -30 -31 leaf_parent=5 3 28 21 4 7 27 9 8 10 15 16 17 12 25 22 15 20 23 18 19 20 21 26 24 24 25 29 27 28 29 leaf_value=0.0504798 0.0767373 -0.0484902 0.0620899 0.0662657 -0.0258664 -0.00196034 0.063605 -0.0513115 0.0644211 -0.0087092 0.0409412 0.0173075 -0.038545 -0.0179943 0.0227668 0.0784953 -0.00290392 0.0296761 -0.0122569 -0.0341859 0.0298347 -0.0198295 0.00433322 0.0166253 -0.0356886 -0.0475967 0.00810982 0.0586045 -0.033095 -0.02891 leaf_count=141 128 10821 157 204 1284 361 106 265 164 346 299 262 5673 763 220 113 1565 118 933 392 504 106 377 187 3934 3069 263 128 2888 3235 internal_value=0 -0.340468 -0.0849853 0.0362942 0.00911634 -0.260847 -0.271703 -0.0236372 0.0486467 -0.288713 0.0887908 -0.212248 -0.296159 -0.233903 -0.149445 0.162722 0.0508673 -0.281422 -0.00308275 0.00423248 0.0534867 0.349032 -0.19062 -0.312904 -0.331579 -0.396266 -0.218946 0.170406 -0.451587 -0.257592 internal_count=39006 28504 10502 4805 4677 14795 14654 4473 3189 14165 2924 5697 14059 8386 4554 459 2760 4501 1196 2461 2069 263 4095 4239 4121 3832 3875 489 13709 3498 Tree=145 num_leaves=31 split_feature=39 59 39 59 2 7 65 17 74 1 66 63 32 40 40 32 71 7 72 0 25 24 23 63 63 10 85 33 23 66 split_gain=207.12 116.246 63.3962 65.3883 61.864 61.5338 33.2951 32.8988 28.166 27.2284 22.4112 21.7479 21.4891 21.2977 21.367 20.8372 18.5031 18.3878 17.7173 17.433 16.3786 15.8745 15.0949 14.1006 13.712 13.5021 13.27 13.1356 22.0293 16.8233 threshold=0 0 1 0 0 0 0 0 0 1 0 0 0 2 1 0 0 0 2 1 0 0 2 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 3 7 5 6 8 15 10 -4 25 -10 -7 -11 -15 17 20 21 23 -16 -12 26 -21 -3 -8 -1 -2 29 -29 -24 right_child=2 18 9 -5 -6 12 24 -9 11 13 16 -13 -14 14 19 -17 -18 -19 -20 22 -22 -23 27 -25 -26 -27 -28 28 -30 -31 leaf_parent=25 26 23 9 3 4 12 24 7 11 13 20 11 12 14 19 15 16 17 18 22 20 21 29 23 24 25 26 28 28 29 leaf_value=0.020844 -0.0273656 -0.0468557 -0.016796 -0.0259566 -0.0330447 -0.0317231 -0.0355405 -0.00669952 -0.0327474 -0.00765839 0.0352677 0.0201135 0.0102738 0.0202881 0.0605686 0.0426354 0.0643293 -0.0142317 -0.03963 0.0546395 -0.0386085 0.0342565 0.0241662 0.0814584 0.007447 -0.0260098 0.0263727 0.0679732 0.0281274 0.0410725 leaf_count=1898 462 127 367 1817 2631 2321 684 1301 825 310 2313 641 1009 1448 931 1655 592 564 5891 1178 181 1266 2816 106 711 548 242 716 745 2710 internal_value=0 0.00430138 0.295044 0.151869 0.0870157 0.134141 0.205571 0.226935 0.253062 0.36101 0.305425 -0.0183398 -0.170728 0.372212 0.382758 0.289447 0.396493 0.186365 -0.359904 0.409776 0.323623 0.252783 0.386496 0.32171 -0.100678 0.157301 0.000445327 0.358865 0.496712 0.326153 internal_count=39006 20478 18528 7307 14354 11723 8393 5490 6998 11221 5532 1466 3330 10854 10544 4189 3086 2534 6124 9096 2494 1970 8165 233 1395 2446 704 6987 1461 5526 Tree=146 num_leaves=31 split_feature=24 85 59 71 33 63 23 39 23 66 75 25 91 39 39 66 82 41 47 47 59 10 66 69 42 24 47 72 85 53 split_gain=162.191 76.3867 69.7088 49.3455 42.5611 28.7699 48.257 27.9142 24.9944 24.2262 22.7694 19.0001 18.7372 18.2924 29.2387 17.6661 17.2032 16.6755 16.0985 13.8769 13.7624 12.7949 12.0161 14.4782 11.4816 11.166 11.0498 10.2024 10.1171 9.21068 threshold=0 0 0 0 0 0 0 0 0 0 0 0 0 1 2 0 1 0 0 7 1 1 1 0 1 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 4 -1 5 6 7 26 11 18 17 -5 27 -9 -15 20 -7 21 -8 -18 25 -3 23 -16 -12 -4 -2 -6 -11 -29 right_child=2 10 15 8 12 16 9 13 -10 28 24 -13 -14 14 22 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=3 26 21 25 11 27 16 18 13 8 28 24 11 12 14 23 15 19 17 18 19 20 21 22 23 24 25 26 29 28 29 leaf_value=-0.0426414 0.0135192 0.0728901 -0.010015 0.0433979 -0.036476 -0.0179515 0.0388704 0.0138022 -0.0233595 -0.0309088 0.0301172 -0.03584 -0.0327763 0.0114374 0.0526323 -0.0290842 0.093216 -0.0226973 -0.00105683 0.034051 -0.0410934 0.0179725 0.0487956 0.132784 -0.035788 0.0516117 -0.0302441 0.0195628 -0.00342479 -0.00664506 leaf_count=10701 602 170 253 674 216 291 592 958 1949 1316 150 395 1011 694 207 3299 114 490 795 4773 384 1747 1549 135 1012 328 436 1379 1479 907 internal_value=0 -0.16875 0.151164 -0.308816 0.191136 0.233552 0.161528 0.284672 -0.0158569 -0.00901018 0.0719353 0.263939 -0.0221888 0.356232 0.434435 -0.179635 0.335361 0.159146 0.177041 0.355915 0.0998716 0.225385 0.550199 0.883321 -0.241288 0.266423 -0.00766541 0.0564098 -0.144153 0.0954475 internal_count=39006 17288 21718 13719 17454 13941 8763 4581 3018 4182 3569 1069 3513 3543 2585 4264 5178 2407 1387 4887 965 1917 1891 342 1162 581 1038 2502 2795 2286 Tree=147 num_leaves=31 split_feature=66 24 25 85 47 41 71 3 13 24 13 25 25 79 25 61 15 39 13 23 59 88 91 59 24 42 53 79 24 24 split_gain=91.3973 52.6054 39.4034 31.3815 28.3438 29.2142 19.7781 14.2678 12.0381 11.3191 11.2081 10.8394 10.3463 10.0422 10.0156 10.1628 9.83956 9.88516 9.64746 8.81578 8.71561 9.24948 8.53132 8.18452 7.43348 7.26198 6.34347 6.27637 6.24214 6.54539 threshold=0 0 0 0 0 2 0 0 3 1 6 0 0 0 0 0 0 0 0 1 1 0 1 0 1 1 0 0 9 6 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 6 9 10 5 -5 8 20 -1 -3 -2 25 28 14 15 -8 17 -11 -13 -14 -4 24 -19 -18 -22 -7 -10 -9 -6 -30 right_child=3 2 7 4 12 11 13 27 26 16 -12 18 19 -15 -16 -17 23 22 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=8 10 9 20 5 28 25 15 27 26 17 10 18 19 13 14 15 23 22 18 19 24 21 22 23 24 25 26 27 29 29 leaf_value=0.0449988 0.0464356 -0.0154656 0.0900393 0.105162 0.0331076 0.0382626 0.016891 0.023834 -0.0274774 -0.00917143 -0.0438208 -0.0269955 0.0558612 -0.0401283 0.060563 -0.0337584 -0.012821 0.0756328 0.0688825 -0.0144418 0.0190756 -0.00208268 0.0209657 0.0314411 0.0665277 -0.0204309 -0.0487982 -0.0397766 0.00875809 -0.0364368 leaf_count=112 117 2337 111 151 133 196 619 163 2894 512 13567 150 140 622 165 391 1838 129 137 745 165 132 1282 202 268 1500 2863 209 270 6886 internal_value=0 -0.0428427 0.0785286 -0.322148 -0.203442 0.075446 -0.23823 0.394943 -0.339591 -0.012482 -0.428619 -0.0321686 -0.290008 -0.00866388 0.089582 -0.0036218 0.0624383 0.175565 0.390061 -0.0172434 0.506045 0.414616 0.276812 -0.0625429 0.522861 -0.134658 -0.365448 -0.0252049 -0.332345 -0.344477 internal_count=39006 15014 7348 23992 10308 2134 7666 1048 5869 6300 13684 1983 8174 1797 1175 1010 3963 1923 287 885 676 565 1411 2040 433 1696 5757 372 7289 7156 Tree=148 num_leaves=31 split_feature=33 33 33 33 33 38 33 15 21 33 53 24 24 86 86 15 24 23 66 24 11 65 31 85 23 53 66 65 63 39 split_gain=397.52 271.305 108.827 40.8079 30.3104 20.08 6.91697 6.55941 6.24611 5.57932 2.9223 3.29996 2.05014 1.583 1.14529 0.599967 1.12238 1.83056 1.13371 0.573094 0.344096 0.319867 0.277258 0.388377 0.214688 0.37943 0.143194 0.186168 0.138916 0.089488 threshold=0 1 2 3 4 1 5 0 0 6 0 0 0 1 1 0 0 0 1 1 1 0 6 0 3 0 3 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=22 15 10 7 8 13 -7 -4 -5 -8 11 -3 14 -6 -11 16 17 -2 -19 -13 -16 -9 23 -1 -22 29 27 -17 -18 -26 right_child=1 2 3 4 5 6 9 21 -10 12 -12 19 -14 -15 20 26 28 18 -20 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=23 17 11 7 8 13 6 9 21 8 14 10 19 12 13 20 27 28 18 18 19 24 21 22 23 29 25 26 27 28 29 leaf_value=-0.0343485 -0.014066 0.0064046 0.013285 0.0161904 -0.0339111 0.0327141 0.0417039 -0.0352222 -0.0504382 0.0577946 -0.0511569 -0.0292212 0.0894772 0.00963739 0.0811047 -0.0340625 -0.0427804 -0.019942 -0.0510293 -0.053759 0.07898 -0.0535431 -0.0518585 -0.0525656 0.0726433 0.0650668 -0.0519557 -0.0526457 -0.0518133 0.0764411 leaf_count=240 203 175 177 141 104 128 141 144 110 115 1054 174 183 103 134 115 221 130 647 156 123 169 28517 283 576 139 3108 125 1184 187 internal_value=0 0.129767 0.414331 0.541502 0.60672 0.661816 0.696471 -0.138849 -0.0488014 0.721783 -0.388977 -0.225251 0.748222 -0.0866127 0.726267 -0.480644 -0.442984 -0.362596 -0.446192 -0.408233 0.740201 -0.43894 -0.517082 -0.441066 0.730613 0.722484 -0.512724 -0.434585 -0.504103 0.735952 internal_count=39006 9966 4233 2674 2184 1933 1726 490 251 1598 1559 505 1457 207 1274 5733 2385 980 777 330 1159 313 29040 523 1025 902 3348 240 1405 763 Tree=149 num_leaves=31 split_feature=25 10 41 79 24 39 13 59 23 39 59 24 85 24 59 59 41 39 59 37 37 39 19 19 59 37 37 47 29 2 split_gain=475.81 306.678 134.813 88.4236 51.0642 50.9742 43.4317 41.6139 39.2414 38.3811 38.0523 27.2018 26.7031 25.1906 24.1842 23.2893 21.4459 21.4146 17.043 16.6682 29.3247 16.0874 13.6058 14.4364 11.3892 11.2581 11.7289 11.191 10.7724 10.6128 threshold=0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 1 0 0 1 1 0 1 0 2 3 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 7 6 19 16 8 -1 -3 28 -9 27 22 18 -10 -16 24 -7 -11 29 -21 -15 -5 -24 -4 -22 -27 -12 -6 -2 right_child=4 3 5 12 9 17 -8 10 14 13 11 -13 -14 21 15 -17 -18 -19 -20 20 25 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_parent=7 29 8 24 22 28 17 6 10 14 18 27 11 12 21 15 15 16 17 18 20 25 21 23 23 24 26 26 27 28 29 leaf_value=-0.0421685 0.0517451 0.0558926 -0.00578573 0.0685592 -0.00220954 0.0122881 -0.0236392 -0.0350477 -0.0183661 0.00153882 0.0851238 -0.0221647 0.0136703 0.0208172 -0.0119585 0.0707777 0.0515412 -0.0343419 0.0557726 0.0603383 0.038816 -0.0352458 0.0614199 0.00367652 0.0375562 0.0346473 -0.0241269 0.0223139 0.0494969 0.0694422 leaf_count=17352 1327 705 940 1375 106 898 1746 1737 1295 395 167 256 516 269 266 184 708 1805 300 1000 324 664 258 243 324 128 206 149 1353 2010 internal_value=0 -0.0219367 -0.214136 0.311306 0.474532 0.103417 0.0843841 -0.353936 0.240537 0.29756 -0.0626166 0.269666 0.533788 0.0783732 0.0291967 0.353337 0.312721 -0.158951 0.308965 0.563743 0.439638 -0.159147 0.609828 0.367884 0.107806 0.190874 -0.00881739 0.569485 0.459097 0.626201 internal_count=39006 30924 24336 6588 8082 4675 4196 19661 2450 3087 2309 572 2392 1628 1745 450 1972 2703 695 4995 1658 933 1876 501 1264 658 334 316 1459 3337 Tree=150 num_leaves=31 split_feature=31 37 49 49 66 89 39 91 68 2 31 85 67 75 8 41 19 24 71 19 36 68 10 31 85 49 59 49 24 86 split_gain=77.9322 46.2313 23.5363 22.9847 22.4335 20.6601 18.909 20.2119 18.8719 17.2191 13.4359 11.4624 10.3031 10.3273 10.1015 9.36233 9.17427 9.02517 8.56397 8.54103 7.55387 7.55114 7.54381 7.15784 6.95271 6.35231 6.14329 7.33894 6.08362 6.06254 threshold=0 0 2 1 0 1 0 0 1 0 1 0 1 2 1 1 0 1 0 0 1 2 0 1 0 2 1 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=4 2 -2 23 6 15 7 9 20 17 24 -5 -12 -14 -13 -3 25 18 -1 -8 -7 -15 28 -4 -10 -6 -19 -28 -16 -23 right_child=1 5 3 11 16 8 19 -9 10 -11 12 14 13 21 22 -17 -18 26 -20 -21 -22 29 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=18 2 15 23 11 25 20 19 7 24 9 12 14 13 21 28 15 16 26 18 19 20 29 22 23 24 25 27 27 28 29 leaf_value=0.0470698 0.0520031 0.111763 -0.0185244 -0.0343837 0.0141627 0.00419065 -0.0353726 -0.0467219 -0.0390379 -0.036743 0.0609306 0.0424142 0.0612913 0.058797 0.0111259 0.0413466 -0.021084 0.037501 -0.0108135 -0.00588809 0.067308 0.0269177 0.0156381 0.0320624 0.00347932 -0.0413047 0.0401317 -0.00948615 -0.0301806 -0.00760989 leaf_count=489 185 117 201 4721 112 138 5898 1259 771 1100 201 198 163 103 306 393 2423 231 234 910 349 334 387 463 406 11360 183 2215 1673 1483 internal_value=0 -0.0175884 -0.153732 -0.186655 -0.279387 0.166304 -0.189842 -0.0758722 0.103516 -0.00448111 0.0353263 -0.247745 0.127685 0.0775179 -0.110461 0.585175 -0.364049 0.0730609 0.305611 -0.30521 0.508636 0.0275716 -0.163276 0.185264 -0.213464 -0.403416 -0.00392321 -0.0467281 -0.235755 -0.0105737 internal_count=39006 12592 8134 7949 26414 4458 12519 5711 3948 4452 3461 7285 2284 2083 2564 510 13895 3352 723 6808 487 1920 2366 664 1177 11472 2629 2398 1979 1817 Tree=151 num_leaves=31 split_feature=19 29 19 13 89 46 13 89 41 46 29 15 19 89 67 8 85 46 24 37 4 24 15 10 24 33 36 37 34 59 split_gain=231.291 185.111 100.553 96.9365 52.1471 53.1929 40.855 34.7146 33.9152 32.7054 31.6542 31.1971 30.7493 28.1377 30.2536 28.4865 25.4597 24.9743 23.5594 22.421 21.8595 20.4756 19.8186 18.8514 18.7248 18.316 16.8045 13.0256 12.8575 16.1388 threshold=0 1 1 0 2 3 1 3 0 2 2 0 2 1 4 2 0 1 0 0 1 0 0 2 0 2 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 11 8 4 -3 -6 20 -7 19 -9 -11 -1 18 22 -15 -16 17 21 -4 -2 -5 -17 -12 -22 -21 -19 -14 -27 -28 -30 right_child=2 3 12 6 5 7 -8 9 -10 10 13 -13 26 14 15 16 -18 25 -20 24 23 -23 -24 -25 -26 27 28 -29 29 -31 leaf_parent=11 19 4 18 20 5 7 6 9 8 10 22 11 26 14 15 21 16 25 18 24 23 21 22 23 24 27 28 27 29 29 leaf_value=0.0555951 0.00394816 0.076115 0.051097 0.0723319 0.123947 0.0982034 -0.0461423 0.0560623 -0.0186528 0.0751237 0.0557869 0.00779872 0.0830822 0.0896146 0.0415152 -0.00514811 -0.0350502 0.0377621 0.00665821 0.0572788 0.0720025 0.0834509 -0.0165094 -0.0209345 0.0102952 -0.0215238 0.0372251 0.00317906 0.0874688 0.0352843 leaf_count=1165 1721 280 737 147 121 120 8959 228 1683 130 387 713 638 119 381 277 3876 315 792 648 103 153 367 4042 565 7541 717 1408 399 274 internal_value=0 -0.0606998 0.321953 -0.138334 -0.0226883 -0.0475368 -0.335767 -0.0634635 0.0917231 -0.0764168 -0.0966933 0.423284 0.509795 -0.111906 -0.140957 -0.153933 -0.176478 -0.107976 0.310245 0.208398 -0.128444 0.363292 0.289884 -0.171809 0.388733 -0.142557 0.630141 -0.16722 0.525302 0.685427 internal_count=39006 30832 8174 28954 15703 15423 13251 15302 4617 15182 14954 1878 3557 14824 14070 13951 13570 9694 1529 2934 4292 430 754 4145 1213 9264 2028 8949 1390 673 Tree=152 num_leaves=31 split_feature=7 66 91 66 66 76 19 74 91 42 35 7 19 24 73 65 39 63 79 10 63 85 61 40 61 61 91 35 79 47 split_gain=240.565 82.5781 69.1061 51.7765 41.1428 41.1018 45.7862 37.2145 35.2593 33.0247 30.5902 26.1054 23.5835 19.9019 18.8757 16.5592 15.7514 15.9431 16.8235 13.0346 12.472 11.1586 10.2343 10.2091 10.1516 11.0922 9.9766 9.72766 9.6806 9.71639 threshold=0 0 0 1 0 2 0 4 1 1 0 1 1 0 1 0 0 0 0 0 0 0 0 2 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 15 7 26 21 -5 9 -1 27 -7 22 14 -8 -10 -11 -2 17 18 -12 -13 28 -4 -9 -24 -17 -26 -3 -6 29 -16 right_child=1 3 4 5 8 6 12 10 13 11 16 19 -14 -15 20 24 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_parent=7 15 26 21 5 27 9 12 22 13 14 18 19 12 13 29 24 16 17 18 19 20 21 23 23 25 25 26 27 28 29 leaf_value=0.079173 -0.0378579 -0.0352221 -0.043845 0.124857 -0.0187039 -0.0315017 0.0258341 -0.0450295 -0.00443958 0.0973119 0.0323483 0.0626156 -0.01841 0.0604399 -0.00457463 -0.0470628 -0.0329683 -0.0240264 -0.041144 0.0261568 -0.0104871 -0.000703436 0.0362866 -0.0317809 -0.0431666 0.0318857 0.00922637 0.0209479 -0.0228193 0.0495859 leaf_count=152 2032 874 1886 140 1574 301 957 12669 486 137 822 1607 1188 726 249 295 1954 1041 350 409 578 645 157 5555 182 342 369 500 152 677 internal_value=0 0.18335 -0.237391 0.271664 0.0144001 0.331276 0.304482 -0.319993 0.173594 0.413616 -0.333373 0.4533 0.0462768 0.444882 0.239105 -0.2233 -0.14121 -0.00651922 0.181964 0.565824 0.170168 -0.300481 -0.397766 -0.292546 0.0366299 0.167063 -0.188107 -0.0648153 0.303147 0.382407 internal_count=39006 10489 28517 7638 5817 6395 6255 22700 3286 4110 22548 3809 2145 1212 1793 2851 4167 2213 1172 2016 1656 2531 18381 5712 819 524 1243 2074 1078 926 Tree=153 num_leaves=31 split_feature=7 39 24 66 35 42 54 54 47 34 46 36 39 17 13 84 29 47 37 38 61 74 87 2 6 53 54 16 65 66 split_gain=66.1812 28.3722 23.1561 16.5105 16.2262 14.2421 10.292 9.81135 9.35015 8.64518 8.08332 8.03424 7.93344 10.5143 7.23728 7.20988 7.19255 6.28706 9.76792 5.96982 5.8726 5.69251 5.47199 6.85685 7.28501 11.1421 4.85928 4.83368 4.68221 4.71552 threshold=0 0 0 0 0 1 2 2 0 0 1 1 0 2 0 1 1 0 0 1 0 0 0 0 1 0 1 1 3 10 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 3 20 10 -5 -4 -7 -6 12 -1 17 13 -9 19 -15 -17 -8 21 -10 -2 -19 23 24 25 -12 -14 -21 -13 -30 right_child=2 -3 6 5 8 7 11 9 14 -11 22 28 26 15 -16 16 -18 18 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=10 20 1 6 5 8 7 17 13 19 9 25 28 26 15 14 16 16 21 18 27 20 21 22 23 24 25 26 27 29 29 leaf_value=0.000607619 -0.0381821 -0.0455287 0.0254199 -0.048195 -0.028019 0.0736705 -0.0303523 0.0942928 0.0541566 -0.0162883 0.0769844 0.0131111 0.0414354 0.0723416 -0.0277225 -0.0321359 0.0232869 0.0102556 -0.0311421 0.0425491 0.00114133 0.0708526 -0.0449548 -0.0460911 -0.0267596 -0.0333661 -0.0155946 -0.00203215 0.0248994 -0.0341872 leaf_count=518 813 13698 346 288 1213 173 409 101 153 649 120 197 110 130 480 175 1250 257 289 178 520 147 2808 2332 5940 158 599 913 110 3932 internal_value=0 -0.33457 -0.06727 0.0575119 -0.249913 0.138335 -0.200772 0.179376 -0.0762177 0.145827 -0.307159 -0.234458 0.202408 0.278205 0.0371059 0.228934 0.18015 -0.0388005 0.112346 0.125649 -0.22681 0.342799 -0.328185 -0.288984 -0.243108 0.190398 -0.0478263 0.0549028 -0.300131 -0.323325 internal_count=39006 28511 10495 4808 14813 3475 5687 3187 2937 3014 11876 5341 2365 1656 1724 1555 1425 1102 693 1244 1333 404 11358 8550 6218 278 709 1091 4239 4042 Tree=154 num_leaves=31 split_feature=24 14 65 85 74 71 87 87 24 14 17 29 14 32 39 39 69 66 25 25 42 7 47 53 74 74 71 32 13 13 split_gain=194.789 180.633 71.3006 54.2961 52.8845 45.261 42.914 32.976 28.8131 29.7059 25.674 24.1988 23.7599 23.7373 23.6131 22.5201 19.8386 18.8534 17.4054 17.1444 16.6096 15.9374 17.1774 15.5765 15.4083 15.3226 15.0158 14.9225 14.8988 14.8425 threshold=0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 4 28 8 13 14 24 9 18 20 -10 -8 23 -4 -16 19 -7 21 -13 -5 22 -2 -3 -6 -22 -19 -11 -1 -30 right_child=2 5 6 10 7 17 12 -9 11 27 -12 16 -14 -15 15 -17 -18 26 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=28 22 23 14 20 24 17 12 7 11 27 10 19 12 13 15 15 16 26 18 19 25 21 22 23 24 25 26 27 29 29 leaf_value=-0.0446833 0.00497524 7.76635e-05 -0.0328661 0.0529417 0.000689009 0.0223018 0.00763226 0.0298724 -0.023228 0.0274274 -0.0398883 0.0489774 0.0420873 0.0307762 -0.0227197 0.0192911 0.0308564 0.0140317 -0.0343255 0.000916205 0.0128188 -0.0134508 0.0351879 -0.0466371 -0.0415022 -0.0421842 0.0626422 0.0550504 -0.0382455 0.00528591 leaf_count=8756 898 777 1622 272 1054 849 1504 1013 156 1071 772 4771 991 601 846 946 2680 266 464 288 944 661 1256 649 716 429 783 798 1538 635 internal_value=0 -0.0357383 0.265881 -0.252157 0.316288 0.243899 0.0791613 0.0775465 0.353423 0.25078 0.00882409 0.407801 0.243182 0.0203683 -0.0833116 0.0356548 0.419005 0.399393 0.135403 0.473169 0.125244 0.172038 0.228427 -0.134241 -0.108136 0.0275737 0.538583 0.394799 -0.375805 -0.192073 internal_count=39006 17271 21735 13346 15826 3925 5909 2783 13043 5148 2417 7895 2495 2027 3414 1792 7739 1898 3279 5059 1645 2815 2154 1426 1770 1373 1049 1869 10929 2173 Tree=155 num_leaves=31 split_feature=24 85 59 87 14 14 7 42 42 14 75 71 59 84 26 31 39 63 63 39 39 39 23 39 31 74 55 66 66 84 split_gain=145.362 74.4284 61.933 45.9265 45.5152 38.4926 25.0334 21.0754 22.2469 20.1632 19.2096 18.8045 16.5879 16.6053 15.095 13.7423 18.4376 20.3765 22.445 16.4704 21.0716 14.3892 13.0259 17.3094 12.5739 12.5053 12.8088 12.4634 11.6143 10.9562 threshold=0 0 0 0 0 0 0 1 2 1 0 0 1 0 1 7 0 0 1 1 2 3 0 0 6 1 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 3 5 -1 6 15 -3 -9 -7 29 -6 13 -4 -5 -2 17 -17 -19 -18 -21 -22 23 -16 -24 -11 -27 -13 -8 -10 right_child=2 7 12 14 11 9 28 8 10 25 -12 27 -14 -15 22 16 19 18 -20 20 21 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_parent=4 15 7 13 14 11 9 28 8 29 25 10 27 12 13 23 17 19 18 18 20 21 21 24 23 24 26 26 27 28 29 leaf_value=-0.0430913 0.0530872 0.0399113 -0.0215691 0.0697382 -0.0276695 0.00490251 0.000446653 0.0612682 -0.00653102 0.0621143 -0.0391752 0.0357797 -0.0424227 0.0213756 0.00853487 -0.0348388 -0.010666 -0.0422886 0.0401773 -0.0104879 0.00310956 0.0454935 0.0592194 0.041961 0.0174679 0.0877854 0.0227049 -0.00901499 -0.0400579 0.0259064 leaf_count=10912 147 543 1675 277 1486 1258 441 187 1354 379 956 492 1818 802 635 1242 949 246 312 579 394 951 210 2462 4281 112 1274 759 1351 522 internal_value=0 -0.1618 0.143601 0.180645 -0.305497 0.0835665 -0.0130819 0.0731275 -0.00413697 0.249021 -0.057457 -0.040208 -0.170834 -0.0540172 0.280101 0.052709 0.0288262 -0.155008 0.130066 0.116334 0.211454 0.333832 0.264705 0.352608 0.19931 0.362604 0.277163 0.14087 -0.263487 0.0348374 internal_count=39006 17211 21795 17500 13649 9635 6612 3562 3019 3023 2832 2737 4295 2477 7865 4820 4673 1800 558 2873 1924 1345 7588 3097 4491 1765 1386 1251 1792 1876 Tree=156 num_leaves=31 split_feature=87 23 23 87 59 24 14 25 25 59 84 39 17 53 52 66 66 25 86 61 17 14 25 79 39 34 15 66 23 91 split_gain=96.0987 42.3324 40.117 30.6873 26.4033 20.9601 18.0977 17.3316 16.7096 16.6825 14.3173 14.0972 13.7925 13.787 12.6095 12.3666 11.7075 10.5287 10.1104 15.4099 10.0043 9.78504 9.18101 8.82534 8.80135 8.07551 8.03383 7.97427 12.1467 7.76026 threshold=0 0 0 1 2 0 0 0 0 2 0 0 0 0 1 0 0 0 2 0 0 1 0 0 1 0 0 2 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 4 5 -3 -2 6 -1 12 16 -7 13 -4 14 -9 -6 17 26 -11 19 -13 -10 -8 -20 24 -24 -19 -5 28 -18 -16 right_child=1 3 11 8 7 9 21 10 20 15 -12 18 -14 -15 29 -17 27 25 22 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=6 4 3 11 26 14 9 21 13 20 17 10 19 12 13 29 15 28 25 22 19 20 21 24 23 24 25 26 27 28 29 leaf_value=-0.0465438 0.106836 -0.0330222 -0.0469949 0.0227133 0.047013 0.0810575 -0.0435069 0.0710037 0.0697098 -0.0061121 0.0806486 0.0939419 -0.0270099 -0.0100618 0.0434703 -0.0249873 0.108152 0.0443868 -0.0376045 -0.0418156 -0.00373216 0.0141412 -0.0191292 -0.0417731 0.0442674 -0.0225701 -0.0202533 -0.0297548 -0.0158957 0.000673023 leaf_count=3490 120 4014 11030 853 537 108 455 103 211 2118 175 107 769 359 278 2145 110 245 4628 179 221 530 410 582 261 111 366 1855 262 2374 internal_value=0 0.00210118 -0.295205 -0.137631 0.173109 -0.153574 -0.326131 0.136088 0.025803 -0.0496766 0.435802 -0.395851 0.0604971 0.185127 0.128788 -0.0762514 -0.0504255 0.0243706 -0.28021 0.255087 0.441438 -0.0304539 -0.309607 -0.0827109 0.108258 0.299181 0.112196 -0.211967 0.204804 0.0558294 internal_count=39006 12607 26399 7892 4715 9202 4475 4595 3878 4727 637 17197 3958 462 3189 4619 3446 2474 6167 286 432 985 5881 1253 671 356 1219 2227 372 2652 Tree=157 num_leaves=31 split_feature=24 10 85 74 65 84 59 35 66 77 34 32 85 69 74 24 32 71 71 7 69 35 85 15 88 32 65 71 66 10 split_gain=120.125 83.9468 57.499 56.0447 46.0009 30.2377 24.0776 12.8691 14.7985 10.3633 9.84284 7.82864 7.82367 5.56525 5.3503 5.11154 5.92756 4.69255 9.17594 4.4335 4.32639 3.88523 3.56662 4.79089 3.39557 3.27763 3.24727 3.05128 2.75127 2.70325 threshold=0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 1 0 1 1 0 0 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 4 5 6 7 9 -9 -1 17 -8 13 14 15 16 28 20 -19 22 -11 -10 23 -4 27 -6 -27 -18 -2 -3 right_child=12 29 19 -5 25 -7 11 8 21 10 -12 -13 -14 -15 -16 -17 24 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=9 28 29 23 3 25 5 11 8 21 20 10 11 12 13 14 15 27 18 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.0460222 -0.0101885 -0.034901 0.0522797 -0.041028 -0.0454622 -0.033046 -0.0376249 0.0504168 0.0043209 0.0550264 -0.0146603 0.0275875 -0.0500526 -0.0481579 -0.0495014 -0.0404241 0.0236205 0.0481339 -0.0261341 -0.0469068 0.00611614 -0.0447583 -0.0528003 -0.0358676 -0.0411226 0.00594116 -0.0484768 -0.0189124 -0.0362532 -0.0506796 leaf_count=100 496 1755 105 1916 897 693 664 167 166 1591 161 160 12423 3513 1478 1765 382 220 225 2237 108 399 144 109 163 219 184 223 1311 5033 internal_value=0 -0.0850571 0.0337571 0.122374 0.20889 0.289376 0.342873 0.399362 0.0899449 0.454421 0.472089 -0.164898 -0.440315 -0.371042 -0.313319 -0.261929 -0.181516 0.497377 0.277274 -0.411148 0.53265 -0.22313 -0.0951553 0.12444 0.0233016 -0.337395 -0.129285 0.105985 -0.282919 -0.450703 internal_count=39006 17252 10464 7869 5953 4653 3960 3136 732 2404 2305 824 21754 9331 5818 4340 2575 2144 445 2595 1699 565 358 214 768 1300 403 605 1807 6788 Tree=158 num_leaves=31 split_feature=3 59 59 10 10 85 59 59 25 10 10 10 59 25 61 10 39 71 19 43 10 10 39 59 69 35 61 85 79 85 split_gain=435.851 250.082 109.21 91.7135 80.1356 71.2284 54.0336 42.5337 40.091 36.2881 30.4049 29.5662 45.3913 28.8121 23.0825 20.4271 20.4213 19.6131 19.1658 17.7689 16.3779 14.5968 12.2836 12.0713 11.9557 11.8131 10.8392 10.2161 10.1403 9.94699 threshold=0 0 1 0 1 0 2 3 0 2 3 0 0 0 0 2 0 0 0 0 0 1 0 1 0 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 20 8 -5 11 22 -8 16 -6 -11 12 14 28 -2 -13 19 -10 -12 -1 -3 -17 25 -14 -15 -4 -16 -22 -7 -26 right_child=5 2 6 4 9 13 7 -9 17 10 18 15 23 24 26 21 -18 -19 -20 -21 27 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_parent=19 14 20 25 4 9 28 7 7 17 10 18 15 23 24 26 21 16 17 18 19 27 21 22 23 29 25 26 27 28 29 leaf_value=-0.0284264 0.0386612 -0.0159565 0.000299689 -0.0290214 -0.0203773 -0.0234139 -0.00363733 0.0674167 0.0145666 -0.0340948 0.0650977 0.0136898 0.0156249 0.0589357 0.0157354 0.039842 -0.0435407 -0.0384753 0.0034045 0.0107481 0.0306332 0.0687628 -0.0229052 0.0643837 0.0436501 0.055922 -0.0446023 -0.0125477 0.0189373 -0.00693626 leaf_count=7962 416 2387 270 2217 543 1079 247 1703 991 210 795 217 228 299 232 552 10396 437 156 881 517 3311 318 817 187 195 511 337 372 223 internal_value=0 -0.00909815 0.292752 -0.174708 0.108082 0.479988 0.481497 0.597677 -0.275105 0.345799 0.470377 0.556173 0.375125 0.153755 0.024153 0.626463 -0.33208 0.0200571 0.55711 -0.233176 -0.0337166 0.651394 0.0673721 0.574172 0.369704 0.235797 -0.24668 0.166719 -0.0921548 0.181286 internal_count=39006 30562 5974 24588 3921 8444 2733 1950 20667 1704 1161 6284 2204 2160 1159 4080 19239 1428 951 8843 3241 3863 783 1045 709 465 743 854 1451 410 Tree=159 num_leaves=31 split_feature=19 10 22 31 55 42 55 82 85 10 37 66 91 39 85 24 34 2 72 10 35 59 66 38 22 67 35 75 31 13 split_gain=68.4207 34.2414 28.5921 22.3254 21.2322 23.7796 19.7334 16.7573 14.2402 12.8417 12.7012 10.8751 10.4039 10.4865 13.9663 10.2719 9.84298 9.4948 10.9243 9.29695 9.08082 9.06343 8.82332 8.62937 8.73762 8.10044 10.114 7.73902 8.5284 11.6887 threshold=0 1 1 0 1 1 1 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 2 1 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 10 -1 15 -6 7 -4 9 -7 -3 12 13 14 19 16 -2 18 -9 -8 -5 22 -17 -10 -25 26 -26 -13 -29 -30 right_child=4 2 6 20 5 8 11 17 23 -11 -12 27 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31 leaf_parent=3 16 10 7 20 5 9 19 18 23 9 10 27 12 13 14 22 16 17 18 19 20 21 22 24 26 25 26 28 29 29 leaf_value=-0.0182647 0.0383475 -0.00755021 0.0821181 0.0459584 0.0398228 0.0116751 -0.0121615 0.0685465 0.0606058 -0.0269338 0.0557305 -0.0417323 -0.0454228 -0.0322599 0.012632 0.011056 -0.0377006 -0.0469015 -0.00880278 -0.0499489 -0.00233074 0.015791 0.0893259 0.0477209 0.08531 -0.00869906 -0.0146418 -0.0422392 -0.0262587 0.02858 leaf_count=1938 193 566 122 625 669 618 1746 108 133 3379 278 11853 2385 4197 1002 103 223 581 945 1238 351 232 220 181 120 1935 113 1522 1062 368 internal_value=0 -0.246587 -0.282355 0.0318267 0.0266714 -0.029587 -0.303096 -0.0202444 -0.082368 -0.190454 0.170067 -0.327042 -0.250976 -0.204686 -0.105943 0.328787 0.0151711 -0.107823 0.0198088 -0.228615 0.297743 0.495808 0.705432 0.0581723 0.0195249 -0.0306241 0.388243 -0.380269 -0.2481 -0.106686 internal_count=39006 30887 27973 2914 8119 7148 27129 1756 6479 3997 844 25373 10568 8183 3986 971 416 1634 1053 2984 976 555 323 2482 2349 2168 233 14805 2952 1430 Tree=160 num_leaves=31 split_feature=74 37 13 37 74 37 84 14 8 15 14 14 19 4 13 25 85 59 65 14 85 37 59 77 24 85 74 74 37 23 split_gain=211.508 138.459 66.5061 58.9534 52.8642 48.2778 36.8677 35.8822 28.8592 26.419 26.057 24.3013 22.1765 21.3475 21.1603 19.4798 18.4467 18.3023 17.8541 16.9221 16.5438 15.7197 15.5103 14.1166 13.5187 12.1533 11.3464 14.0042 12.3255 11.3255 threshold=0 0 0 1 1 0 0 0 2 0 0 0 0 1 1 0 0 0 0 0 0 1 0 1 0 0 2 4 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 7 10 5 20 17 8 -1 26 15 21 -11 -10 25 16 29 24 23 -8 -2 -7 -20 -15 -5 -4 28 -28 -6 -3 right_child=4 3 14 6 9 11 19 -9 13 12 -12 -13 -14 18 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=8 20 29 25 24 28 21 19 7 13 12 10 11 12 23 14 15 16 17 22 19 20 21 22 23 24 25 27 27 28 29 leaf_value=0.0615446 0.00777309 0.000816638 -0.00450901 0.078872 0.00908952 0.0240567 0.0257838 -0.0342297 0.0518674 0.00182022 -0.0341391 -0.00833935 0.0458208 0.0172987 -0.0469695 -0.0261506 -0.0100226 0.0244041 0.0283701 -0.0254275 -0.0263982 0.0624668 -0.014233 -0.0165065 0.0391598 -0.0388776 0.0141624 0.0673233 0.0653376 0.0457317 leaf_count=258 2113 401 1831 657 316 631 566 3299 299 873 1421 474 678 402 7624 928 838 608 1157 533 1162 705 854 6158 510 1481 126 1216 165 722 internal_value=0 -0.061964 -0.181198 0.182135 0.301648 0.151267 0.367842 -0.070862 -0.00530172 0.447498 -0.0212092 0.371983 0.258932 -0.0339273 -0.369793 0.0879997 0.188303 0.521691 -0.05881 0.074161 -0.033053 0.470802 0.130998 -0.122126 0.644797 -0.190244 0.562003 0.625036 0.325549 0.33638 internal_count=39006 30547 23363 7184 8459 5085 2874 12427 9128 3374 4310 1810 1551 8870 10936 2889 1961 1775 8571 1099 3275 1336 2011 6560 1167 3312 1823 1342 481 1123 Tree=161 num_leaves=31 split_feature=61 61 61 29 61 61 35 7 61 39 87 66 10 66 74 61 69 47 37 21 39 66 31 14 37 7 66 66 43 34 split_gain=221.849 128.319 81.7181 63.7832 60.3948 53.34 41.5775 39.7388 30.4994 26.7508 22.6061 22.3052 21.3867 21.1989 20.2181 18.9217 18.6533 18.3273 16.3801 16.0667 15.6812 14.3974 14.3063 12.8515 11.7014 12.7313 11.1034 10.9805 10.3236 10.1223 threshold=0 1 2 3 3 4 0 0 5 0 0 0 0 0 4 6 0 0 0 0 1 0 0 0 1 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 7 9 -1 17 21 14 -2 26 12 11 -8 18 -9 -5 -10 22 -4 -3 23 -11 -6 27 -15 25 -17 -7 -13 -28 -23 right_child=1 2 4 6 5 8 10 13 15 20 -12 16 -14 19 -16 24 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 28 -29 -30 -31 leaf_parent=3 7 18 17 14 21 26 11 13 15 20 10 27 12 23 14 25 16 17 18 19 20 29 22 23 24 25 28 27 28 29 leaf_value=0.0843927 -0.034486 0.051931 -0.0287674 0.0658879 -0.0375555 -0.0360009 -0.045399 -0.0428608 0.0393682 0.00319313 -0.0397702 -0.0242166 -0.0280179 0.0385653 -0.0403295 0.152522 -0.0303057 0.0202326 -0.0118846 -0.0137141 -0.0436089 0.03343 -0.00265201 -0.0227947 0.0728724 0.0884412 0.056287 0.0461633 -0.000358602 -0.0248693 leaf_count=124 5247 619 833 109 331 152 848 622 415 733 1428 177 632 776 17486 136 610 1067 301 677 1429 635 889 208 928 253 299 647 197 198 internal_value=0 0.119901 0.269429 -0.282789 0.400547 0.517753 -0.305331 -0.165649 0.644722 -0.0465472 -0.110493 -0.00665898 0.177223 0.0490399 -0.392005 0.745153 0.0829011 0.0308954 0.345576 0.143487 -0.253213 0.120828 0.187088 0.289414 0.830094 1.05624 0.266009 0.370442 0.371533 0.233903 internal_count=39006 16688 9158 22318 5444 3544 22194 7530 2380 3714 4599 3171 1552 2283 17595 1732 2323 1900 920 1661 2162 1164 1713 984 1317 389 648 824 496 833 Tree=162 num_leaves=31 split_feature=7 39 24 42 70 35 54 50 70 39 36 14 10 24 13 66 34 17 54 36 33 16 19 31 48 70 32 74 65 10 split_gain=54.7406 28.6978 19.9386 14.0743 13.7758 13.679 12.6736 11.7524 10.7544 8.8912 8.36058 8.19798 9.35643 8.44516 7.99106 8.70757 7.96727 7.47907 6.29055 6.18145 5.8342 5.60902 6.31037 5.26797 5.19145 5.18223 4.99065 4.9194 4.90273 4.87915 threshold=0 0 0 1 2 0 2 1 3 0 1 0 0 0 0 0 0 2 2 1 1 2 0 0 1 1 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 3 -2 -5 11 -6 -8 -4 16 20 12 13 25 15 -7 17 -9 -12 -17 26 -19 28 -3 -15 -1 -10 -26 -23 -14 right_child=2 23 8 4 6 14 7 9 10 -11 18 -13 29 24 -16 19 -18 21 -20 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31 leaf_parent=25 3 23 8 4 6 15 7 17 26 9 18 11 29 24 14 19 16 21 18 19 20 28 22 23 27 25 26 27 28 29 leaf_value=0.0329529 -0.0514396 -0.0481811 0.0420908 0.0639346 0.0635152 -0.0368704 0.0774079 0.0640269 0.0578154 -0.0235671 0.01467 -0.0442493 -0.020208 0.0230356 -0.0336169 0.0466683 -0.0295543 0.0456248 -0.0324347 0.00170632 -0.0136686 -0.0115401 0.027999 -0.0313154 -0.0401951 -0.0115482 -0.0176909 -0.00534927 0.0265951 -0.0501996 leaf_count=202 381 10860 203 192 194 474 113 114 134 1208 222 3178 821 136 807 194 505 128 4128 1432 899 1345 374 2867 1950 2593 101 389 221 2641 internal_value=0 -0.320473 -0.0744934 0.0412492 0.0767947 -0.234492 0.0402319 0.00635721 -0.200495 -0.0193708 -0.226934 -0.288086 -0.24341 -0.181648 -0.0733161 0.00361668 0.0520298 0.10499 -0.293943 0.080122 -0.0282154 0.0677896 0.026675 -0.445264 -0.307904 -0.081806 0.311494 -0.340505 -0.0517655 -0.407771 internal_count=39006 28544 10462 4775 4394 14817 4202 4008 5687 3895 5484 11910 8732 5270 2907 2100 2687 2182 4350 1626 1134 2068 1940 13727 2475 2795 235 2339 1566 3462 Tree=163 num_leaves=31 split_feature=24 14 41 41 70 71 29 16 78 10 13 42 32 7 13 32 41 13 14 71 23 32 87 53 23 71 69 20 39 87 split_gain=165.221 168.576 69.0812 58.3559 54.1935 40.3786 37.0746 31.9125 29.7989 29.6322 33.3285 27.6427 24.8701 23.8195 23.6866 21.8157 19.5652 18.047 17.4015 15.5173 15.24 15.0489 14.4215 13.8382 13.8324 12.9122 12.7247 12.4865 11.9857 11.9394 threshold=0 0 0 1 2 0 1 2 2 0 0 1 0 0 0 0 2 1 0 1 0 1 0 0 0 2 0 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 9 4 14 -2 15 18 -8 -9 10 11 -1 13 27 22 23 -5 29 -6 -7 -21 -14 -4 -3 -12 -22 -19 -10 -15 -16 right_child=2 5 3 16 6 19 7 8 12 -11 24 -13 21 28 17 -17 -18 26 -20 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=11 4 23 22 16 18 19 7 8 27 9 24 11 21 28 29 15 16 26 18 20 25 21 22 23 24 25 26 27 28 29 leaf_value=0.0340192 -0.0317355 -0.000378001 -0.020831 -0.00219028 -0.0405095 0.0114428 -0.0402083 -0.0288254 -0.0190783 -0.0449343 0.0281123 -0.0349482 0.034291 -0.0207951 -0.0227659 0.0295185 -0.0395675 0.0470717 0.0213287 0.024895 0.0136205 0.0500138 0.0244628 -0.0449294 -0.00907452 0.0656314 0.0213922 0.0325061 0.0175809 0.0282452 leaf_count=320 599 780 880 1136 630 549 276 291 121 5796 552 5509 3061 657 381 596 1501 844 202 530 154 2721 378 660 1201 678 986 6111 663 243 internal_value=0 -0.0359922 0.243075 0.073941 0.296937 0.231988 0.312276 0.327248 0.33531 -0.24955 -0.159074 -0.288432 0.344213 0.280834 0.192981 0.0205686 -0.193704 0.270379 -0.129013 0.378187 0.454363 0.418359 -0.0484193 -0.128181 0.0692712 0.578174 0.337859 0.315189 0.0378426 -0.00821542 internal_count=39006 17325 21681 6349 15332 3947 14733 13901 13625 13378 7582 5829 13334 7552 3712 2036 2637 2454 832 1911 1362 5782 1258 1440 1753 832 1830 6232 1320 624 Tree=164 num_leaves=31 split_feature=25 87 14 39 39 31 14 87 39 59 39 66 24 87 39 39 66 25 33 31 42 71 42 39 26 23 39 63 42 66 split_gain=133.154 87.2112 96.6021 69.4575 31.3981 30.5258 28.2996 27.7015 21.3183 18.4867 16.0042 15.0747 16.8902 15.0457 14.258 14.1298 13.3897 11.907 11.2782 10.9024 11.222 10.7792 10.5168 8.92927 9.42202 8.92563 8.87011 8.40695 8.2499 8.19448 threshold=0 0 0 0 1 7 1 1 2 0 0 0 0 2 3 1 0 1 0 6 2 0 1 2 1 2 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 5 -5 -1 16 9 -6 11 -2 -3 -13 22 -10 -14 21 26 25 -7 -21 -4 -9 -15 -25 -16 29 -17 -28 -12 right_child=10 7 6 4 8 19 -8 13 14 -11 17 12 15 23 18 27 -18 -19 -20 20 -22 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_parent=5 10 11 21 4 8 19 6 22 14 9 29 12 15 23 25 27 16 17 18 20 20 21 22 24 24 25 28 27 28 29 leaf_value=0.0414981 -0.044937 0.0300067 0.00373293 -0.0159784 -0.00737672 0.0209138 0.0317846 0.0528535 0.00394738 -0.0264536 0.033435 -0.0317481 -0.0223224 0.0158965 -0.00998158 0.000296913 -0.0132138 -0.039286 -0.00233223 0.0341417 -0.0364047 0.0500927 0.0124521 0.0840095 0.0396197 0.0537933 0.0668558 0.0283477 0.0012086 -0.0388957 leaf_count=169 5061 1485 620 2606 1097 155 3027 255 638 878 132 668 385 495 104 717 1477 1445 261 129 8641 277 1820 161 2880 903 122 1044 713 641 internal_value=0 0.100577 -0.000857307 -0.123929 0.0493055 -0.294761 0.210507 0.230665 0.178169 0.11895 -0.316266 0.157317 0.0648622 0.3163 0.295535 0.128587 0.0175854 -0.177556 0.408745 -0.331157 -0.349109 0.20064 0.180135 0.383711 0.419949 0.485281 -0.0472697 0.196179 0.107177 -0.264443 internal_count=39006 30892 20104 14703 5609 9094 5401 10788 3003 5177 8114 4299 2814 5611 1906 2146 2374 3053 1268 8925 8770 897 2075 3536 3041 1007 1608 1761 835 773 Tree=165 num_leaves=31 split_feature=87 31 23 25 24 78 53 71 59 14 17 25 24 31 19 25 24 41 41 10 39 66 41 66 24 7 32 10 59 17 split_gain=86.5027 45.2435 39.5157 39.2028 21.8437 16.3286 15.8442 16.8617 15.5888 15.2308 15.0527 14.0521 13.6089 13.1921 12.689 12.379 11.9132 10.6196 20.0464 10.604 9.53931 8.67788 8.46266 7.90399 7.70187 7.67687 7.98632 8.1802 7.40968 7.25953 threshold=0 0 0 0 0 3 0 0 2 0 0 1 8 1 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 3 4 10 9 14 -5 -8 -6 -1 12 22 -2 16 -4 -10 -3 23 25 -17 -7 -22 -9 28 -18 26 -19 -28 -14 -26 right_child=1 13 5 6 8 20 7 11 15 -11 -12 -13 17 -15 -16 19 24 18 -20 -21 21 -23 -24 -25 29 -27 27 -29 -30 -31 leaf_parent=9 12 16 14 6 8 20 7 22 15 9 10 11 28 13 14 19 24 26 18 19 21 21 22 23 29 25 27 27 28 29 leaf_value=-0.0457519 0.100897 -0.0499385 0.0705154 0.0738622 0.0771879 -0.0467108 -0.0143799 -0.0223715 -0.0135114 -0.00562826 -0.0255102 0.102484 0.00218823 -0.0441675 -0.0539719 0.0300495 -0.0276142 -0.0271031 0.0754028 -0.042499 -0.0127734 -0.0386616 0.057142 -0.0166882 0.0476184 -0.0355922 0.043863 -0.0395192 0.0508768 -0.0234535 leaf_count=3505 113 438 104 316 106 10878 491 107 3936 1002 1517 142 2343 2588 102 478 270 183 307 189 1510 4579 111 2212 378 240 462 110 129 160 internal_value=0 -0.000399896 -0.285044 0.0865739 -0.144147 -0.388104 0.436642 0.233993 -0.0384134 -0.32385 0.00411112 0.52206 0.0569453 -0.296481 0.275482 -0.0649943 -0.0687204 0.0412887 0.234875 0.186926 -0.403761 -0.305687 0.204125 -0.0197827 0.109399 0.0556222 0.172117 0.316523 0.0589081 0.291232 internal_count=39006 12617 26389 8783 9216 17173 1167 851 4709 4507 7616 360 6099 3834 206 4603 1246 5986 1302 667 16967 6089 218 4684 808 995 755 572 2472 538 Tree=166 num_leaves=31 split_feature=33 33 33 33 33 42 33 10 24 21 33 53 23 24 33 14 61 7 23 24 53 63 14 86 71 63 7 23 14 17 split_gain=366.217 233.663 88.9996 33.4345 27.0982 19.7926 10.8514 5.00941 5.71687 4.95398 3.63914 3.15326 4.0793 1.23185 0.833876 0.756375 1.50008 1.83224 0.544343 0.982225 1.64902 0.504773 0.571162 0.403428 0.341604 0.329868 0.467182 0.22984 0.146757 0.10636 threshold=0 1 2 3 4 1 5 0 0 0 6 0 0 0 7 1 0 0 0 0 0 4 0 1 0 0 0 3 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=21 15 11 7 9 -6 -7 8 -4 -5 -8 12 -3 14 -12 16 17 -2 19 20 -17 22 -1 -16 27 26 -14 -25 29 -29 right_child=1 2 3 4 5 6 10 -9 -10 -11 13 -13 25 -15 23 18 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_parent=22 17 12 8 9 5 6 10 7 8 9 14 11 26 13 23 20 16 17 18 19 20 21 22 27 24 25 26 29 28 29 leaf_value=-0.052295 -0.0417334 0.0138549 0.0364963 0.0151051 -0.00865564 0.0210773 0.0446941 -0.0544493 -0.0265938 -0.0435905 0.0571343 -0.0507281 -0.0458982 0.0839877 0.0621774 -0.0127875 -0.0523663 0.00718248 -0.0508675 -0.0507611 -0.0485989 -0.0515993 -0.0239671 0.0778181 0.0800302 -0.0527131 -0.0181603 0.0703719 0.0740198 0.0655102 leaf_count=187 214 126 125 131 163 154 147 175 187 123 121 1028 123 170 118 155 386 124 3550 855 441 28687 186 116 120 153 107 488 202 144 internal_value=0 0.131406 0.397742 0.512593 0.573116 0.626505 0.663957 -0.114159 0.0358137 -0.0583396 0.697962 -0.366577 -0.197372 0.720095 0.70301 -0.467581 -0.364689 -0.211685 -0.483888 -0.427453 -0.324269 -0.514254 -0.381968 0.715032 0.723994 -0.399319 -0.330597 0.713829 0.704639 0.692502 internal_count=39006 9946 4221 2684 2197 1943 1780 487 312 254 1626 1537 509 1479 1309 5725 724 338 5001 1451 596 29060 373 1188 1070 383 230 950 834 632 Tree=167 num_leaves=31 split_feature=25 10 41 10 3 41 39 74 59 59 59 41 69 69 10 39 24 41 41 10 79 59 32 37 39 31 41 14 75 69 split_gain=384.449 257.624 112.935 81.6762 45.024 56.9572 43.0671 42.7318 39.57 31.6087 30.7168 24.7001 24.1588 41.7563 23.2858 19.7111 18.879 17.9576 16.8668 15.8162 15.1826 15.0635 14.4375 13.8235 13.6837 12.8669 11.1786 11.1442 10.4063 9.83129 threshold=0 0 0 1 0 0 0 0 0 0 1 1 0 1 2 1 0 0 1 3 0 0 0 0 0 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 9 8 5 24 18 14 -3 -1 -11 22 -6 -14 21 26 28 -10 27 -16 -9 -5 29 -15 -2 -22 -8 -4 -12 -7 right_child=4 3 6 7 12 11 15 20 17 10 16 -13 13 23 19 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=9 24 8 27 21 12 29 26 20 17 10 28 11 13 23 19 15 16 17 18 19 25 21 22 23 24 25 26 27 28 29 leaf_value=-0.0405758 0.0129955 -0.0286813 0.0216349 -0.0230914 0.0619771 0.0502002 -0.0149117 -0.0228832 -0.00379054 -0.0356609 0.0640681 0.0554532 0.0610255 0.0393494 0.00382911 -0.035158 -0.0211974 0.0486932 0.04545 0.0635116 0.0610979 0.0450316 -0.0157854 -0.00341647 -0.0237552 -0.00144672 0.0379875 -0.0262515 -0.0001843 0.00171163 leaf_count=17346 739 2346 893 358 2714 305 592 504 449 1742 213 1304 902 295 205 1817 254 389 706 1815 156 191 296 528 766 206 312 376 116 171 internal_value=0 -0.02629 -0.208663 0.282339 0.429632 0.284382 0.0843335 0.434755 -0.0328705 -0.342638 -0.0889904 0.435563 0.529507 0.383974 0.533204 -0.165136 0.20277 0.248341 0.275565 0.598872 0.0559882 0.143338 0.188069 0.121855 -0.0135438 0.28147 0.10475 0.091107 0.444625 0.341323 internal_count=39006 30986 24367 6619 8020 3581 4696 3435 3184 19671 2325 2076 4439 1725 2569 2721 583 838 1975 2020 866 549 772 823 1505 362 904 1269 329 476 Tree=168 num_leaves=31 split_feature=38 84 75 38 38 19 44 89 14 14 39 61 33 79 55 66 24 24 55 10 39 70 42 69 75 41 34 55 41 44 split_gain=70.2167 65.4095 34.5578 28.9113 27.9619 21.2329 18.5358 15.9974 12.8888 14.5017 11.6401 10.0513 8.29235 8.28047 13.8122 11.0414 8.50025 8.42998 7.84934 7.7862 7.33622 7.21413 7.09291 6.9773 6.5512 6.26023 7.30538 6.09036 6.25428 5.71991 threshold=5 0 0 3 4 0 1 1 0 1 0 0 2 0 1 0 0 1 1 1 0 1 1 0 0 0 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 6 -2 -5 10 -3 20 11 23 13 -9 -4 14 16 17 -6 -16 25 24 -8 -19 -20 -10 -17 26 -7 -14 -29 -24 right_child=1 2 12 4 5 18 7 8 9 -11 -12 -13 27 -15 15 19 -18 21 22 -21 -22 -23 29 -25 -26 -27 -28 28 -30 -31 leaf_parent=0 3 6 12 4 16 26 20 11 23 9 10 11 27 13 17 24 16 21 22 19 20 21 29 23 24 25 26 28 28 29 leaf_value=0.126687 0.0582375 0.0479693 0.0713329 0.0685265 -0.0185434 0.0619433 0.00210852 0.0089406 -0.0336883 -0.0429693 -0.0391877 -0.0231622 0.0470061 -0.0408428 0.0200112 -0.0206278 0.0592983 0.0432562 0.0167501 -0.0356196 0.0742128 -0.0214345 0.0140886 0.0224758 0.0420784 -0.0228427 -0.0106065 0.0415731 0.00680886 -0.0225974 leaf_count=123 224 229 127 112 195 197 154 1282 294 2487 11836 1137 273 3490 446 487 176 134 399 5789 169 2608 287 393 158 201 150 317 1199 3933 internal_value=0 -0.177671 0.0147944 -0.252463 -0.263046 -0.272171 -0.0974954 -0.134467 -0.172621 -0.309221 -0.314133 -0.0484508 0.256812 -0.254936 -0.217366 -0.242395 0.261017 -0.108869 -0.114072 -0.31783 0.379163 -0.177814 -0.155747 0.0234639 -0.0281009 0.166496 0.349083 0.211741 0.147463 -0.193289 internal_count=39006 38883 8061 30822 30598 30486 6145 5916 5593 3174 25319 2419 1916 13483 9993 9622 371 3188 5167 6434 323 2742 4619 687 645 548 347 1789 1516 4220 Tree=169 num_leaves=31 split_feature=74 37 37 13 41 14 14 71 14 41 7 13 19 8 37 15 7 24 87 1 74 42 7 14 19 69 31 65 74 24 split_gain=192.208 126.427 58.9827 55.8877 46.0949 29.1523 28.7759 24.95 22.7594 24.0261 22.6962 22.193 21.7364 20.0752 19.328 31.6878 18.6131 18.3755 20.6486 18.116 17.617 16.6485 14.758 14.0532 13.962 13.771 12.9862 12.6607 11.7741 10.9223 threshold=0 0 1 0 0 0 0 0 0 0 0 1 0 2 0 0 0 1 0 2 1 1 1 0 1 0 1 2 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 8 6 5 14 13 21 9 16 -7 22 -6 -1 15 20 -3 18 26 -19 -2 -4 -5 -9 -14 -21 -15 -23 -22 -29 right_child=4 2 7 11 12 10 -8 23 -10 -11 -12 -13 24 17 -16 -17 -18 19 -20 25 28 27 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=13 20 16 21 22 12 10 6 23 8 9 10 11 24 26 14 15 16 19 18 25 28 27 22 23 24 25 26 29 28 29 leaf_value=0.0499492 0.0215018 0.00425901 -0.0121801 0.0248511 -0.0164668 -0.0152054 -0.0326045 0.0288935 -0.034833 -0.0253267 0.0428227 -0.046217 -0.00570483 0.0645944 0.0557633 -0.00079766 0.051024 0.0793796 -0.0344539 -0.0187704 0.0155175 0.0956887 -0.0256683 -0.0137434 0.0402341 0.00884297 0.0144163 0.0613805 0.0597875 0.02679 leaf_count=252 903 1269 143 455 1674 1042 3320 743 1403 1127 411 7637 462 214 1471 883 477 109 454 5454 198 191 2835 607 493 1235 1375 685 949 535 internal_value=0 -0.0631864 0.169051 -0.179368 0.284314 0.360446 -0.0784234 0.350238 -0.0392973 0.0620397 0.0673027 -0.356637 0.0331437 -0.0200272 0.414206 0.327998 0.201269 -0.0440244 0.132116 -0.111803 0.424599 0.494885 -0.171062 0.143836 0.229119 -0.129801 0.233403 0.549829 0.535449 0.480889 internal_count=39006 30520 7180 23340 8486 5857 12413 2904 4276 2873 1453 10927 2629 9093 4404 2933 1746 8841 2043 6798 2050 1554 3290 1350 955 6689 1589 1411 1147 1220 Tree=170 num_leaves=31 split_feature=61 61 61 35 61 61 7 39 61 41 39 10 39 66 74 61 69 15 31 37 66 21 37 66 39 14 61 61 82 88 split_gain=197.053 105.05 72.5461 56.1378 54.0905 46.9287 39.0784 30.2059 29.612 24.5935 22.8176 20.3088 18.4044 17.0669 15.5172 14.6133 14.0334 15.8174 17.9006 13.4442 12.9993 12.4735 12.1611 11.9933 11.6189 10.6487 10.3386 11.4898 14.4611 10.1259 threshold=0 1 2 0 3 4 0 0 5 0 0 0 0 0 4 6 0 1 0 0 0 0 0 0 1 0 7 8 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 6 10 14 19 23 -2 9 20 13 11 22 21 -5 -1 -10 17 -15 -19 25 -7 -8 -3 -6 -12 -4 -17 -28 -29 -22 right_child=1 2 4 7 5 8 12 -9 15 -11 24 -13 -14 16 -16 26 -18 18 -20 -21 29 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_parent=14 6 22 25 13 23 20 21 7 15 9 24 11 12 17 14 26 16 18 18 19 29 21 22 23 24 25 27 28 28 29 leaf_value=0.0535505 -0.0336917 0.0449917 0.0312766 -0.038296 -0.0355315 -0.0477226 0.0366564 -0.0355305 0.0383859 -0.0355308 -0.00170885 -0.0315444 -0.0183277 0.0721192 -0.0393828 0.0483271 -0.023951 0.0425096 -0.0104366 -0.0248876 0.0527339 -0.00929952 -0.0110355 0.020102 -0.0426932 -0.0162882 0.0485587 0.0485206 0.101321 -0.0016896 leaf_count=104 5293 611 700 419 337 152 740 1803 426 753 736 643 1071 231 17455 297 319 569 596 787 289 465 296 840 1390 453 213 153 649 216 internal_value=0 0.106478 0.240352 -0.277613 0.360644 0.470726 -0.156003 -0.0579649 0.58776 0.0714137 -0.0642669 0.142539 0.0579151 0.176752 -0.383465 0.685086 0.246241 0.320253 0.203787 0.0144412 0.216427 0.222837 0.304774 0.098373 -0.261122 0.16355 0.759813 0.831685 0.912095 0.326563 internal_count=39006 16757 9188 22249 5512 3572 7569 4690 2395 2887 3676 1550 2276 2134 17559 1738 1715 1396 1165 1940 657 1205 907 1177 2126 1153 1312 1015 802 505 Tree=171 num_leaves=31 split_feature=35 24 39 83 35 36 78 68 35 46 33 54 24 65 48 75 53 54 46 84 66 6 56 16 16 17 23 17 31 3 split_gain=58.8038 27.4847 22.3858 19.9576 17.2678 14.0867 13.6185 10.7585 9.4459 8.36505 7.38727 6.84582 6.79344 6.5312 6.51124 8.79074 14.527 6.30358 5.89183 5.69782 5.37288 5.37867 6.27145 6.4721 6.55692 5.05206 5.03509 4.95116 4.82828 4.82158 threshold=0 0 0 1 1 1 1 1 2 1 0 2 1 0 1 0 0 1 1 0 9 2 1 2 1 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 3 5 -2 18 9 10 13 -6 -1 -3 28 -8 19 -10 17 -17 -16 -5 -7 -9 -22 29 -24 26 -15 -25 -14 -4 -23 right_child=1 6 11 4 8 7 12 20 14 -11 -12 -13 27 25 15 16 -18 -19 -20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31 leaf_parent=9 3 10 28 18 8 19 12 20 14 9 10 11 27 25 17 16 16 17 18 19 21 29 23 26 24 25 26 27 28 29 leaf_value=0.0513595 0.111138 -0.00597061 -0.0357553 0.0421237 0.000943036 -0.0272765 -0.0142577 0.0246746 0.0884435 -0.00761002 0.0685692 -0.0438803 -0.0473019 0.075716 0.0557649 0.0942155 0.00644031 5.31135e-05 -0.0167252 0.0502635 0.0163192 0.00336214 0.0120758 0.0251108 -0.0379125 -0.00399092 -0.0243496 -0.0191947 0.0383741 -0.04521 leaf_count=119 110 245 211 128 989 484 2148 142 110 1467 140 13590 1900 141 122 176 204 549 2103 100 168 710 215 226 10197 136 679 969 165 363 internal_value=0 -0.052181 -0.314351 0.0814122 0.0534461 -0.238061 -0.215519 -0.275752 0.192613 -0.000765794 0.260982 -0.424366 -0.265952 0.0429642 0.326893 0.274189 0.542862 0.112572 -0.130497 -0.137726 -0.300589 -0.308374 -0.317549 -0.339983 -0.352629 0.410843 -0.123716 -0.373402 0.00980082 -0.0883066 internal_count=39006 9893 29113 4491 4381 15147 5402 13561 2150 1586 385 13966 5017 861 1161 1051 380 671 2231 584 12700 12558 12390 11317 11102 277 905 2869 376 1073 Tree=172 num_leaves=31 split_feature=13 59 13 87 71 85 71 59 13 24 47 85 35 31 75 65 87 23 17 59 39 39 47 54 28 71 87 87 35 43 split_gain=152.273 92.003 70.3489 48.3441 54.5879 45.2109 38.9609 30.1406 26.4903 24.8013 24.4612 22.202 20.7259 19.7591 17.3242 14.7296 14.6943 14.656 14.6543 14.6503 14.3038 14.0287 13.4777 14.2583 16.8581 12.91 12.8517 12.5223 12.4045 11.7636 threshold=0 0 1 0 0 0 1 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 1 1 1 2 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 7 4 5 9 18 12 14 -1 11 -10 20 22 17 -11 -3 -4 -6 -13 -2 -7 -12 24 -24 -8 -9 -25 -19 -18 right_child=2 16 8 -5 6 21 25 26 10 15 13 19 -14 -15 -16 -17 29 28 -20 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31 leaf_parent=9 20 16 17 3 18 21 25 26 11 15 22 19 12 13 14 15 29 28 18 19 20 21 24 27 24 25 26 27 28 29 leaf_value=-0.0370851 0.00380434 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47 85 59 39 28 52 23 58 84 84 35 85 38 24 72 split_gain=127.924 81.9403 44.3039 32.4186 36.6179 41.8635 32.7615 28.3568 27.71 22.6049 19.5753 18.0849 15.827 15.4294 15.1959 13.0656 12.3409 12.2694 11.464 15.2537 11.1939 10.8631 10.3649 10.1646 11.381 9.8174 9.72998 13.5046 9.6278 11.046 threshold=0 0 0 0 0 0 1 1 2 0 0 0 0 0 0 3 1 1 2 1 1 0 1 1 2 1 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 4 26 -6 -7 16 -8 -2 13 12 -9 20 -10 -15 25 23 -13 -20 -3 -17 -22 -11 -25 -4 -1 -28 -12 -30 right_child=9 10 7 -5 5 6 8 11 14 17 28 18 -14 15 -16 21 -18 -19 19 -21 22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_parent=26 9 20 25 3 5 6 8 12 14 23 28 18 12 15 14 21 16 17 19 19 22 21 22 24 24 25 27 27 29 29 leaf_value=-0.0425129 -0.0377593 0.0499413 0.0659385 0.0153847 -0.0401482 -0.0507514 -0.0469989 0.0372984 0.0482121 -0.0144652 -0.0305959 -0.0148062 -0.00413272 -0.00622443 -0.0242855 0.0417525 -0.0139236 -0.0366607 0.0745287 0.0091242 -0.0355517 0.0257419 0.0132228 -0.0179215 0.0522762 0.00592468 0.0390279 -0.0272172 -0.0504316 0.0155309 leaf_count=4594 7663 277 109 1571 1848 413 268 1883 710 690 494 892 498 389 200 2488 2782 897 121 1364 193 2965 2074 223 330 655 116 1027 111 1161 internal_value=0 0.107245 0.00640288 -0.11308 -0.186057 0.00126673 0.180407 0.109723 0.298991 -0.279733 0.232816 0.201604 0.307698 0.265902 0.404184 0.315195 -0.0506375 -0.0450226 0.0622865 0.165321 0.13979 0.334593 0.0951649 0.0867245 0.300571 0.148053 -0.335628 -0.186027 0.0275294 0.0996992 internal_count=39006 29203 19051 10747 9176 3439 1591 8304 1178 9803 10152 4758 2381 8386 910 5842 3546 2140 2377 1485 2544 5453 2267 1243 553 764 5737 1143 1766 1272 Tree=174 num_leaves=31 split_feature=87 31 39 25 24 25 84 66 31 3 61 17 88 24 84 24 25 58 53 24 24 7 24 23 55 52 24 39 43 59 split_gain=84.1907 37.9671 37.0789 34.503 21.0695 21.4913 16.5342 15.9632 15.8513 15.7214 14.3598 13.9913 13.8965 13.0123 12.4763 11.1429 10.6392 10.4324 9.78983 9.70153 9.17863 8.98121 10.7283 9.02854 12.5092 7.49757 6.78382 6.48309 6.08227 5.05963 threshold=0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 9 1 1 0 1 1 0 6 0 1 1 3 5 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 3 6 11 -4 10 -1 29 13 16 17 15 19 -3 -11 -2 18 -6 -5 -7 -15 22 -17 28 -25 -22 -19 -26 -24 -8 right_child=1 8 4 9 5 12 7 -9 -10 14 -12 -13 -14 20 -16 21 -18 26 -20 -21 25 -23 23 24 27 -27 -28 -29 -30 -31 leaf_parent=6 15 13 4 18 17 19 29 7 8 14 10 11 12 20 14 22 16 26 18 19 25 21 28 24 27 25 26 27 28 29 leaf_value=-0.0442488 0.0910243 -0.0494099 -0.036627 0.0633517 0.0599151 -0.00242976 -0.00311255 -0.0419733 -0.0437399 -0.0394694 -0.0296282 -0.0250049 -0.0207767 -0.0276325 0.0514361 0.0688914 0.0874807 0.0274508 0.008907 0.055191 0.0852349 -0.0201384 0.010812 0.0620678 0.0548754 0.0154138 -0.0123767 -0.0134742 0.0440179 0.0421756 leaf_count=13448 112 455 3853 204 150 265 637 1427 2571 386 3128 1510 357 284 127 186 221 382 227 339 128 937 1890 179 107 432 2157 2317 379 211 internal_value=0 0.00340033 -0.279976 0.0827853 -0.153292 -0.0727976 -0.391441 -0.159552 -0.270636 0.408895 -0.155377 0.00460168 0.218992 -0.0281667 -0.027686 0.0549365 0.546499 -0.00877779 0.383637 0.384504 0.146655 0.0406421 0.0820384 0.0589448 -0.0539185 0.33346 -0.0591462 -0.105226 0.167424 0.0839108 internal_count=39006 12652 26354 8782 10631 6778 15723 2275 3870 1165 5817 7617 961 1299 513 6107 652 2689 431 604 844 5995 5058 4872 2603 560 2539 2424 2269 848 Tree=175 num_leaves=31 split_feature=33 33 33 85 43 74 15 59 33 53 23 56 38 53 31 85 7 24 21 59 75 71 23 47 70 15 15 7 53 43 split_gain=337.591 215.066 81.2021 31.8468 22.5212 12.2085 7.96765 4.91252 3.58873 2.98366 3.71832 0.883959 0.821541 0.571628 0.541194 0.681212 0.490173 0.56233 0.788801 0.93854 1.171 1.01925 0.672079 0.499644 0.317017 0.485683 0.316038 0.498383 0.249706 0.0823366 threshold=0 1 2 0 0 0 0 0 3 0 0 1 1 0 6 0 3 0 0 0 0 0 0 0 1 0 0 0 1 5 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=14 16 9 4 5 8 -5 -6 -4 10 -3 -10 -8 24 15 -1 -2 18 19 20 21 22 -18 -24 -13 -26 27 -12 -15 -16 right_child=1 2 3 6 7 -7 12 -9 11 -11 26 13 -14 28 29 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_parent=15 16 10 8 6 7 5 12 7 11 9 27 24 12 28 29 15 22 17 18 19 20 21 23 23 25 25 26 27 28 29 leaf_value=-0.0260789 -0.0272878 0.0111372 0.0297343 0.0237775 0.0168554 0.00644408 -0.0529854 -0.043808 0.0515641 -0.0505313 -0.0459712 0.0760639 -0.0257812 0.0642394 -0.0430489 -0.0521756 -0.00372675 -0.0509602 -0.0518748 -0.0523489 -0.0527885 -0.0527515 -0.0443712 -0.0154947 0.0684719 0.0578295 -0.0527033 -0.0174121 0.0551541 -0.0515849 leaf_count=235 160 132 130 165 155 130 186 135 100 1030 142 106 194 172 182 279 154 3182 1142 462 235 121 111 129 941 116 144 109 123 28404 internal_value=0 0.121452 0.379131 0.491001 0.556075 0.607113 -0.0837714 -0.0208401 0.639128 -0.361495 -0.200186 0.654952 -0.369921 0.664958 -0.513109 -0.398092 -0.472471 -0.478247 -0.434849 -0.38061 -0.318215 -0.241999 -0.175574 -0.287029 0.681022 0.672495 -0.397065 -0.331603 0.604818 -0.515373 internal_count=39006 9906 4210 2653 2108 1818 545 290 1688 1557 527 1558 380 1458 29100 514 5696 5536 2354 1212 750 515 394 240 1163 1057 395 251 295 28586 Tree=176 num_leaves=31 split_feature=2 59 59 2 59 39 59 59 31 32 84 39 23 39 43 59 53 59 7 25 59 25 37 37 37 37 85 56 56 24 split_gain=353.182 260.348 133.7 65.6872 63.163 62.6067 43.7134 34.368 32.3187 21.8475 21.4058 20.9991 18.9443 17.3543 16.1857 15.2272 13.4058 13.3758 13.3613 13.1493 12.973 11.7288 11.6015 21.2748 13.2777 17.4744 11.5802 9.45629 8.16337 7.63086 threshold=0 0 1 1 2 0 3 0 1 2 0 1 0 0 0 1 0 4 0 0 2 0 0 1 2 3 0 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 13 7 27 8 -6 10 12 29 18 16 -1 -3 19 26 -7 -8 -2 28 -17 -14 -11 -24 -25 -26 -9 -4 -10 -5 right_child=3 2 4 9 6 11 17 15 14 22 -12 -13 21 -15 -16 20 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31 leaf_parent=12 18 13 27 29 6 16 17 26 28 22 10 11 21 13 14 20 16 17 18 19 20 21 23 24 25 25 26 27 28 29 leaf_value=0.0477633 0.0268258 0.00511935 0.041768 0.0327274 -0.00794928 -0.0325289 0.0304662 0.0348839 0.0442932 0.065955 -0.0407568 -0.044922 -0.0176184 -0.0283867 0.0101234 0.0070606 -0.000772801 0.0696029 -0.0195688 0.00748137 0.063106 0.0439817 0.0640039 0.0494629 0.046906 -0.0290525 -0.0247177 -0.00602717 -0.0231946 -0.0278186 leaf_count=557 989 1731 151 126 243 3184 224 310 128 2636 630 8226 943 1563 1285 148 1489 1848 521 502 604 105 937 306 141 239 221 673 8213 133 internal_value=0 -0.00372489 0.28696 0.453556 0.475624 -0.183503 0.589143 0.228741 -0.0578614 0.567898 0.0163054 -0.345384 0.2316 -0.0852916 -0.122286 0.41653 -0.195034 0.654228 0.141237 -0.173368 0.542335 -0.0124526 0.594123 0.483856 0.256387 0.0277761 0.151837 0.0352214 -0.219286 0.0760827 internal_count=39006 31065 6433 7941 3139 24632 2315 3423 11733 4518 2140 12899 1605 3294 10128 1283 4673 2072 1510 8843 752 1048 4259 1623 686 380 531 824 8341 259 Tree=177 num_leaves=31 split_feature=31 37 44 22 42 66 22 49 39 24 49 31 86 22 55 53 85 24 29 71 39 69 70 70 53 49 53 71 23 87 split_gain=64.3035 43.8174 32.6994 21.4829 20.1287 18.3782 16.997 16.4708 15.0869 14.6474 13.463 11.9469 10.8433 10.3294 9.52628 8.82058 8.13557 10.5267 7.76254 7.4498 7.24958 7.24137 6.3963 6.37491 6.23488 5.79287 5.72961 5.55401 6.54553 5.48945 threshold=0 0 1 1 2 0 2 2 0 0 1 1 3 1 1 0 0 0 1 0 0 0 1 1 0 1 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 2 20 21 -3 8 -6 -4 9 15 -9 26 -13 -14 -7 23 -12 -18 -15 -20 -2 -1 -21 -5 -23 -25 -8 28 -11 -30 right_child=1 4 7 5 6 14 11 10 -10 27 16 12 13 18 -16 -17 17 -19 19 22 -22 24 -24 25 -26 -27 -28 -29 29 -31 leaf_parent=21 20 4 7 23 6 14 26 10 8 28 16 12 13 18 14 15 17 17 19 22 20 24 22 25 24 25 26 27 29 29 leaf_value=-0.0101868 0.0665782 0.0891898 0.0387219 0.0545528 0.0693786 -0.00308415 0.0140269 0.00774293 -0.0297089 -0.0157506 -0.036661 0.0814576 0.0494399 -0.0342882 -0.0376103 -0.0378451 0.0195874 -0.0250873 0.000636651 0.0720741 0.00202168 0.0698538 0.0195889 0.040279 0.00873562 -0.0167537 -0.0249731 -0.0138793 0.0796597 0.0222383 leaf_count=445 237 170 172 109 214 775 377 610 6565 262 4532 110 304 242 12697 1879 497 1955 1289 134 137 157 637 102 231 1792 999 493 118 765 internal_value=0 -0.00558033 -0.143658 -0.250492 0.173049 -0.270237 0.136896 -0.197285 -0.184594 -0.0790295 -0.227886 0.0955081 0.173042 0.139914 -0.353507 -0.196837 -0.278279 -0.15565 0.079851 0.124114 0.464876 0.15196 0.292591 -0.0767149 0.377601 -0.118813 -0.12897 0.110677 0.199347 0.298366 internal_count=39006 12616 8140 26390 4476 25557 4306 7766 12085 5520 7594 4092 2716 2606 13472 3882 6984 2452 2302 2060 374 833 771 2003 388 1894 1376 1638 1145 883 Tree=178 num_leaves=31 split_feature=75 85 77 37 46 77 29 65 29 68 89 74 85 37 74 4 38 24 12 12 71 59 24 89 36 1 89 46 43 2 split_gain=171.843 101.661 58.2848 51.8977 48.0065 48.3259 40.6745 38.4303 36.0688 34.4564 31.95 28.8764 26.163 25.1439 22.9185 20.6892 19.4082 18.1351 17.8951 18.1497 17.3257 20.7407 16.6417 16.0471 17.8782 15.642 17.3602 14.7056 14.432 13.2168 threshold=0 0 1 0 3 2 1 0 1 2 2 0 0 1 1 1 2 0 10 11 0 0 0 1 1 2 2 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 17 8 -4 -6 -7 15 -2 -3 -10 28 23 29 -13 -8 -9 -1 -15 -20 21 -18 -21 -12 -25 -17 -27 -28 -11 -5 right_child=3 9 4 13 5 6 7 16 10 11 12 14 -14 18 -16 25 20 -19 19 22 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_parent=17 8 9 4 29 5 6 15 16 10 28 23 14 12 18 14 25 21 17 19 22 20 21 22 24 24 26 27 27 28 29 leaf_value=0.0184219 0.0454368 0.0713049 0.135055 0.0296564 0.0762733 0.0301972 0.0414375 0.0808104 0.0807418 -0.0428663 0.0517254 -0.026307 -0.0243156 0.100492 0.0238867 0.0654184 0.0335276 0.0648421 0.10397 0.0530406 -0.0179811 -0.0107565 0.022418 0.0466691 -0.00345877 0.0585428 0.0194768 -0.0259903 -0.016038 -0.012652 leaf_count=502 625 125 101 937 201 941 327 134 139 8570 239 1288 1840 135 545 133 1558 448 106 1141 1385 1256 773 271 1862 113 369 10547 2003 392 internal_value=0 -0.0647946 0.0460804 0.261212 -0.0054203 -0.0192218 -0.0435592 -0.0913585 0.115027 -0.269632 0.0292668 -0.291937 -0.0122336 0.401467 -0.0494099 -0.182945 0.102595 0.435763 0.496863 0.456848 0.0629514 0.17158 0.418686 0.10839 0.0447773 -0.206515 -0.21937 -0.234856 -0.369396 0.19743 internal_count=39006 30546 18015 8460 17065 16964 16763 15822 4976 12531 4351 12406 4212 3484 1833 11489 4333 950 2155 2020 4199 2814 1914 2372 2133 11162 11029 10916 10573 1329 Tree=179 num_leaves=31 split_feature=61 61 61 35 61 61 66 39 7 39 61 21 74 69 61 66 15 31 74 37 66 21 66 39 47 39 88 47 84 61 split_gain=188.05 101.702 62.4186 53.0165 42.8678 38.4975 34.8883 26.2459 24.7989 23.3414 21.9988 17.3464 16.881 15.4063 14.8909 14.6929 13.9196 16.2253 14.3867 13.6115 13.1597 12.4119 11.8873 11.1125 10.2461 9.75361 9.72086 13.6813 9.30155 9.22366 threshold=0 1 2 0 3 4 0 0 0 0 5 0 4 0 6 0 0 0 0 0 0 0 0 1 0 0 0 0 0 7 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 6 9 12 13 20 -2 11 -8 19 26 15 -1 22 -12 -5 17 -17 -18 24 -6 -10 -4 -11 -3 -14 27 -7 -22 -16 right_child=1 2 4 7 5 10 8 -9 21 23 14 -13 25 -15 29 16 18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=12 6 24 22 15 20 27 8 7 21 23 14 11 25 13 29 17 18 17 18 19 28 21 22 23 24 25 26 27 28 29 leaf_value=0.0548619 -0.0454619 -0.004327 -0.0311145 -0.0403382 -0.0368332 -0.0178358 -0.0237736 -0.0333864 0.0267068 -0.000428976 0.0343224 -0.0272676 -0.0319675 -0.0166052 0.0463431 0.0309752 -0.00288087 -0.018223 0.0759529 -0.0166832 0.0345037 -0.0112392 0.0384176 -0.0404757 0.046573 -0.0482413 -0.00546674 0.0633044 -0.0131863 0.0789479 leaf_count=108 2917 402 255 354 340 134 2974 1808 974 742 426 833 10339 1046 300 600 201 657 234 593 565 673 631 1422 551 7128 295 242 274 988 internal_value=0 0.113474 0.243667 -0.265747 0.355027 0.452168 -0.150268 -0.0518783 -0.0331617 -0.0389987 0.557648 0.0681752 -0.371624 0.0448095 0.643052 0.161765 0.222704 0.102321 0.522954 0.169118 0.115261 0.138328 0.260193 -0.239125 0.316597 -0.383337 0.245428 0.428229 0.220613 0.719717 internal_count=39006 16744 9206 22262 5496 3564 7538 4687 4621 3710 2385 2879 17575 1932 1714 2046 1692 1257 435 1546 1179 1647 886 2164 953 17467 671 376 839 1288 Tree=180 num_leaves=31 split_feature=16 24 66 83 0 78 16 80 36 16 75 14 54 41 84 37 10 65 21 16 10 77 28 31 52 41 33 69 39 78 split_gain=53.0115 47.4252 43.2105 28.7778 24.1249 22.7577 19.2268 16.8971 16.5181 13.363 12.7634 11.9673 10.84 8.55101 10.8923 20.6686 7.57439 7.26046 6.55355 6.45407 6.38765 7.9569 6.86008 6.0649 6.03488 6.01789 7.84708 8.11705 5.4172 7.09823 threshold=5 0 0 1 3 3 3 1 1 4 0 0 2 0 0 0 0 0 0 2 0 1 1 0 3 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 20 -4 -5 -6 -7 -8 25 -9 11 16 23 14 -12 -16 17 19 -19 -11 21 -2 -23 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-0.398913 -0.335466 internal_count=39006 38852 17224 9541 9362 9253 9128 8957 21628 8606 8495 5732 19299 2763 2016 317 4081 2684 619 2065 7683 4285 4127 617 18682 2329 1506 422 18494 7005 Tree=181 num_leaves=31 split_feature=39 87 14 39 59 85 37 25 14 85 59 78 22 22 41 40 35 40 47 33 66 47 53 14 66 7 48 58 36 85 split_gain=126.974 93.5343 69.0879 46.9624 41.2959 35.7981 27.0188 25.0857 24.6782 32.6697 24.3415 21.6391 18.9681 16.9024 16.361 14.829 13.9808 13.9405 16.7007 21.4701 13.526 13.36 13.2604 12.8948 12.3067 11.8663 11.2413 10.9634 10.9222 10.8437 threshold=0 0 0 1 0 0 0 0 0 0 0 2 1 2 0 2 0 1 0 0 1 0 0 0 0 0 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 5 4 8 -1 7 -3 9 22 20 -5 -13 -14 16 -15 21 29 19 23 -4 -7 -2 -19 -25 -22 -11 -28 -10 -17 right_child=3 6 10 11 -6 14 -8 -9 28 26 -12 12 13 15 -16 17 -18 18 -20 -21 25 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_parent=5 22 7 20 11 4 21 6 7 28 26 10 12 13 15 14 29 16 23 18 19 25 21 22 24 24 25 27 27 28 29 leaf_value=-0.0380607 -0.00243707 0.0315736 0.0451159 -0.0306936 -0.0239557 -0.0182974 -0.00955569 -0.033683 -0.0183539 -0.0437751 -0.0323246 -0.0121006 -0.0430626 -0.00789167 -0.0389504 0.0324817 -0.0344906 0.0118428 0.0393998 0.0490778 0.0157038 0.0223415 -0.0400951 0.019207 0.0486101 -0.0207004 -0.0317072 0.0252527 0.033567 0.00427461 leaf_count=9971 941 2901 366 207 1831 469 1306 526 130 107 730 320 118 297 783 619 566 1874 4905 807 1536 920 1000 770 525 397 111 1592 1621 760 internal_value=0 -0.00669606 -0.123059 0.223646 0.09961 -0.255422 0.209346 0.277382 0.15765 0.0633626 0.0927877 0.280094 0.288091 0.298287 -0.0646499 0.303513 0.0201522 0.312315 0.334212 0.259736 0.156438 0.10147 -0.163107 0.204098 0.315921 0.0988718 0.195863 0.221693 0.303767 0.164479 internal_count=39006 20471 15738 18535 7333 12709 4733 3427 5502 3751 3029 11202 10995 10675 2738 10557 1955 10260 8881 3976 2299 1389 1941 3169 1295 1933 1810 1703 1751 1379 Tree=182 num_leaves=31 split_feature=24 85 91 14 66 7 63 39 28 66 63 42 42 70 69 69 39 41 67 84 75 85 66 39 87 23 53 66 87 39 split_gain=115.329 59.5486 49.4377 43.527 25.9356 45.8607 25.0337 27.1606 25.0402 18.9894 18.772 17.7318 20.5505 15.9146 15.6501 16.8719 16.1643 15.1012 14.9775 14.7744 14.3379 13.0042 12.8509 12.8055 12.0165 11.6968 12.3169 10.9708 10.8972 10.7464 threshold=0 0 0 0 0 0 0 0 1 0 1 1 2 2 0 1 0 1 1 0 0 1 0 3 0 1 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 4 23 14 6 7 -6 -9 28 -8 -3 -13 -12 16 -16 -2 -17 -10 22 -14 -18 -5 -1 -7 -15 -27 -26 -4 -20 right_child=2 11 9 19 5 24 10 8 18 -11 13 12 20 25 15 17 21 -19 29 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31 leaf_parent=23 16 11 28 22 7 24 10 8 18 9 13 12 20 25 15 17 21 17 29 19 20 21 22 23 27 26 26 27 28 29 leaf_value=0.0388087 -0.00393524 0.035451 -0.00881327 0.00533957 -0.0264136 -0.0299317 0.00479333 0.0674433 0.0737254 -0.0253811 0.0900718 0.057741 0.00147928 0.00671643 0.0181071 0.0747557 0.0380283 0.0366099 -0.0168016 0.0186587 -0.0364102 0.0138445 -0.0411294 -0.0437025 0.0437447 0.0429422 0.0121302 -0.0107405 0.0279784 0.0125852 leaf_count=176 980 545 930 822 1349 1896 1224 238 138 3072 158 182 1872 506 929 412 1001 1022 824 797 962 1531 1116 10782 194 1472 560 888 585 1843 internal_value=0 -0.144574 0.132881 -0.282988 0.171107 0.107114 0.169998 0.0446165 0.140356 -0.108548 0.261914 0.0622811 -0.0104941 0.331907 0.258746 0.366179 0.184106 0.480099 0.0735069 -0.02358 -0.0628596 0.24692 -0.188678 -0.417649 -0.16574 0.302283 0.357701 0.0139554 0.0699811 0.0373061 internal_count=39006 17254 21752 13693 17165 11290 8312 4392 3043 4587 3920 3561 3016 2696 5875 2363 3512 1434 2805 2735 2834 2532 1938 10958 2978 2538 2032 1082 1515 2667 Tree=183 num_leaves=31 split_feature=87 23 31 25 24 59 78 14 31 2 24 7 24 66 66 23 41 61 24 14 47 24 17 25 59 61 91 14 14 14 split_gain=78.9443 39.8232 35.3282 30.2513 19.0708 16.1335 15.5879 15.2841 14.1638 13.7685 12.1475 11.797 9.95536 9.55875 9.14653 8.26195 8.25703 7.81336 7.42603 7.2438 7.02639 6.932 7.04708 6.58909 6.09926 8.27358 6.86558 7.25473 9.46759 7.94815 threshold=0 0 0 0 0 2 3 0 1 0 0 0 6 0 0 1 0 0 3 1 1 1 0 1 0 0 0 1 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 3 11 7 -6 -3 -1 10 23 -4 12 -2 24 16 18 17 20 -8 -9 -7 -12 -23 -5 25 26 27 -14 -29 -30 right_child=2 6 8 9 5 14 15 19 -10 -11 21 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31 leaf_parent=7 12 6 10 23 5 20 18 19 8 9 21 11 27 13 14 15 16 17 18 19 20 22 22 23 24 25 26 28 29 29 leaf_value=-0.0448142 0.0559739 0.0277227 -0.0492149 0.0384118 0.079889 0.0603846 0.0179641 -0.0399496 -0.042651 -0.00411723 -0.0239588 -0.0226686 -0.0220085 -0.0111494 -0.0211553 -0.0448137 0.0241699 -0.025116 -0.0319476 0.0112039 3.6607e-05 0.0461601 -0.0230714 0.0767278 0.0445333 -0.0144151 0.0578945 0.00783422 0.0150071 0.0858392 leaf_count=3489 240 197 459 449 100 116 259 461 2585 465 284 1439 325 2870 2136 12098 586 829 4603 538 942 391 162 245 187 824 147 1267 165 148 internal_value=0 -0.271304 0.00604902 0.0822141 -0.12746 -0.0289548 -0.380184 -0.304192 -0.263502 0.38779 -0.034303 0.00842709 0.0548555 0.033007 -0.0566609 -0.396568 0.0300992 -0.0593471 -0.283107 -0.0333697 0.0734937 0.134086 0.295126 0.510788 0.109476 0.0773733 0.149706 0.108614 0.170744 0.513691 internal_count=39006 26354 12652 8771 9197 4709 17157 4488 3881 1159 1296 7612 6173 5933 4609 16960 2473 1887 4862 999 1058 837 553 694 3063 2876 2052 1905 1580 313 Tree=184 num_leaves=31 split_feature=33 33 33 85 43 33 38 43 79 53 23 88 66 7 66 66 14 66 7 14 23 24 53 63 7 63 85 39 7 91 split_gain=319.627 197.562 72.0439 31.5668 20.4649 8.2883 6.57987 6.31239 4.74341 3.0175 3.76226 2.66795 0.956107 0.98679 1.0915 1.65216 0.715808 0.943697 0.445882 0.419836 0.418473 0.627989 0.884141 0.340523 0.409261 0.305693 0.402565 0.129908 0.179275 0.138543 threshold=0 1 2 0 0 3 1 0 0 0 0 0 0 1 2 1 1 1 0 0 0 0 0 0 0 4 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=25 16 9 4 5 -4 -5 -8 -6 10 -3 12 19 -14 -15 -16 17 -2 -19 27 21 22 -18 24 -12 26 -1 -7 -29 -30 right_child=1 2 3 6 8 11 7 -9 -10 -11 23 -13 13 14 15 -17 20 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_parent=26 17 10 5 6 8 27 7 7 8 9 24 11 13 14 15 15 22 18 18 19 20 21 22 23 24 25 26 28 29 29 leaf_value=-0.0269644 -0.0116512 0.0129446 0.0129698 -0.0502802 0.0165776 0.0694559 0.0262137 -0.0537236 -0.0440374 -0.0503342 -0.0449003 0.0382253 0.0671973 0.0633456 0.0589002 0.0334017 -0.0208778 -0.0522359 -0.0319122 0.0733824 -0.0508927 -0.0503256 -0.0479722 -0.0525795 -0.0184741 -0.0514035 -0.0520108 0.0679353 0.0664817 0.0596835 leaf_count=170 136 126 177 241 170 125 190 114 120 1012 125 120 220 195 141 113 160 341 239 174 3518 835 434 155 113 28776 201 181 116 268 internal_value=0 0.117796 0.365599 0.470641 0.536628 0.586112 -0.103375 0.0883393 -0.0166603 -0.352331 -0.188457 0.61258 0.630441 0.586246 0.543605 0.476219 -0.468933 -0.363818 -0.432177 0.666388 -0.48581 -0.43374 -0.349225 -0.390837 -0.32022 -0.5126 -0.40451 0.64763 0.636969 0.616978 internal_count=39006 9859 4196 2665 2120 1830 545 304 290 1531 519 1653 1533 669 449 254 5663 716 580 864 4947 1429 594 393 238 29147 371 690 565 384 Tree=185 num_leaves=31 split_feature=10 41 2 59 59 59 85 59 41 85 10 10 69 41 41 24 41 41 41 39 59 10 41 35 39 25 88 41 59 41 split_gain=318.89 260.092 97.4751 70.5323 68.1465 52.7856 46.1147 36.156 35.501 30.9586 29.9738 35.271 25.6961 29.1084 20.6441 19.3575 24.258 18.1775 26.7393 17.3247 17.012 15.1467 15.0204 13.2824 12.4456 10.8052 10.3521 10.0605 9.38688 9.17996 threshold=0 0 0 0 0 1 0 2 1 0 1 2 0 0 2 0 0 0 1 0 0 4 0 0 0 0 0 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 6 19 8 -5 12 23 24 28 22 20 15 -14 -10 -2 -17 -8 -19 25 -12 -13 -4 -7 -3 -1 -16 -15 -6 -20 right_child=2 4 10 5 9 7 17 -9 14 -11 11 21 13 27 26 16 -18 18 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 15 24 22 5 28 23 17 7 14 9 20 21 13 27 26 16 16 18 29 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0320679 0.0487097 -0.000748696 -0.0160173 -0.0306905 0.0277368 -0.0502241 -0.0278111 0.0523699 -0.00182187 0.0151103 -0.0455166 0.00377133 -0.0236794 0.00766344 0.0540913 -0.027015 0.0487635 -0.0228478 0.00777469 -0.0476318 0.0347023 0.0653817 0.0378526 0.025582 -0.0347517 -0.00180964 0.00786695 0.0588939 0.0588034 0.0755996 leaf_count=8271 1763 1097 349 1917 412 234 1401 527 790 981 152 107 687 245 465 510 239 511 111 9708 179 3522 469 146 1814 454 170 226 1399 150 internal_value=0 -0.0413083 0.377863 -0.266914 0.236735 0.0363822 0.189831 0.304098 0.0326489 0.416516 0.538468 0.59129 0.299895 0.0614134 0.232932 0.400664 0.102711 -0.0919443 0.141834 -0.368508 0.0587277 0.635499 0.212508 -0.206113 -0.171124 -0.274789 0.420306 0.368746 0.53464 0.531816 internal_count=39006 28385 10621 21257 7128 2824 5843 907 4336 2792 4778 3960 3670 1158 1425 2512 749 2173 772 18433 331 3629 818 380 2911 8725 635 471 1811 261 Tree=186 num_leaves=31 split_feature=84 38 75 19 44 14 14 91 90 39 85 61 10 16 69 33 67 89 55 66 31 41 55 10 24 53 24 10 91 22 split_gain=60.66 26.8857 26.008 24.5307 19.2825 14.2889 16.0629 13.1669 13.611 12.5738 13.017 11.6265 8.86162 8.6497 8.58228 8.0949 7.48042 8.4872 7.4698 10.0211 7.90076 7.37549 7.3697 7.19112 7.51165 7.95828 7.08992 6.73892 6.71606 6.46657 threshold=0 4 0 0 1 0 1 0 2 0 0 0 1 2 0 2 1 1 1 0 2 1 1 1 0 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 4 7 -2 11 14 8 -3 10 12 23 -10 -5 -7 -4 -15 -18 -12 -20 -21 27 -23 -6 25 -25 -16 -17 -19 -11 right_child=2 3 15 13 5 6 -8 -9 9 29 18 -13 -14 16 26 21 17 28 19 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=1 4 8 15 13 23 14 6 7 12 29 18 11 12 16 26 27 17 28 19 20 20 22 22 25 24 25 26 27 28 29 leaf_value=0.0691484 0.0493758 0.0640725 0.0655449 0.0355955 0.0580832 -0.0338311 -0.038866 -0.0431614 0.00364045 0.0119701 0.0403919 -0.0173848 -0.0302481 0.0223709 0.0832982 0.0192377 0.0225647 -0.0118659 0.0129125 0.0445186 -0.0265063 0.0438737 0.003649 0.0609799 -0.00406146 -0.00786954 0.00954591 0.0747605 -0.0416412 -0.0366394 leaf_count=112 244 108 140 340 152 303 2514 5820 730 228 172 1256 7023 469 112 227 413 3081 771 118 1794 200 1220 229 859 180 338 164 937 8752 internal_value=0 -0.222973 0.0363636 -0.232423 -0.0635774 -0.104103 -0.251667 -0.279508 -0.243573 -0.251472 -0.184607 0.0175665 -0.262721 -0.0632269 0.074348 0.241244 -0.0940091 -0.131711 -0.0390677 -0.0812336 -0.211696 0.194315 0.116424 0.156813 0.0896499 0.354187 0.269789 0.447449 -0.174254 -0.348841 internal_count=39006 30868 8138 30756 6187 5943 3267 25516 19696 19588 10608 2676 7753 5240 753 1951 4900 4431 2855 2683 1912 1811 1420 1420 1268 409 450 391 4018 8980 Tree=187 num_leaves=31 split_feature=19 29 19 87 46 46 32 89 46 14 41 19 37 14 37 24 85 25 36 10 24 84 41 23 25 68 69 24 89 61 split_gain=162.569 116.861 75.3317 73.7594 53.2979 42.7468 43.8055 32.236 30.9819 25.542 25.0268 22.3055 21.2593 19.2987 18.5537 18.2952 15.8029 18.4733 15.5237 14.9492 14.6218 13.0004 12.6931 15.3157 11.0895 10.1421 9.97279 10.1185 14.8006 11.4703 threshold=0 1 1 0 3 2 0 2 1 0 0 2 0 0 0 0 0 0 1 2 0 0 0 0 0 1 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 21 10 4 -3 -6 7 -7 15 12 13 20 16 14 -2 -9 17 26 -13 -8 -4 24 23 -14 -1 -20 27 29 -29 -10 right_child=2 3 11 -5 5 6 19 8 9 -11 -12 18 22 -15 -16 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=24 14 4 20 3 5 7 19 15 29 9 10 18 23 13 14 15 16 17 25 19 20 21 22 23 24 25 26 28 28 29 leaf_value=0.0422469 0.00686483 0.115788 0.0416034 -0.0350519 0.061092 0.0635875 0.0440709 0.00458358 0.00356618 -0.0325904 -0.018173 0.0720275 -0.00919989 -0.0166022 0.0425873 0.0745685 -0.0273798 -0.0274096 0.00537624 -0.0316375 0.00635881 -0.00665299 -0.0116416 0.0459982 -0.00581035 0.0479891 0.0384242 0.0520856 -0.0100525 0.0688731 leaf_count=1421 1211 129 722 9493 272 246 150 357 293 2788 1699 641 376 865 833 271 2266 1825 175 5902 781 254 575 669 232 1195 431 149 2603 182 internal_value=0 -0.0591692 0.266275 -0.12415 -0.0418997 -0.0571877 -0.0794875 -0.0040173 -0.0287117 -0.0647742 0.0635761 0.428017 -0.010871 0.163621 0.244445 0.40867 -0.0766625 -0.00704541 0.529621 -0.28854 0.256237 0.329812 0.203959 0.31631 0.379376 0.428225 0.0742447 0.0249324 -0.0421314 0.292994 internal_count=39006 30884 8122 28977 19484 19355 19083 13031 12785 12157 4608 3514 9369 2909 2044 628 7749 5483 2011 6052 1503 1907 1620 1045 1653 1370 3658 3227 2752 475 Tree=188 num_leaves=31 split_feature=61 61 61 29 61 66 61 87 7 10 14 7 61 40 39 66 31 47 41 61 66 33 66 42 47 66 23 84 21 7 split_gain=172.294 90.032 55.1633 54.2689 41.7077 37.582 31.9533 31.8282 29.9352 24.873 23.9833 21.1195 20.0248 16.219 17.5857 16.2055 15.6936 15.439 14.9297 11.7269 11.3001 11.2075 11.1129 10.7682 12.0409 10.342 9.70881 9.54645 9.45149 8.7562 threshold=0 1 2 3 3 0 4 0 0 0 0 0 5 1 0 0 0 0 0 6 0 0 1 1 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 8 11 -1 17 -5 20 9 -2 10 13 -3 27 21 16 -10 18 -4 25 -14 -6 -7 -17 -13 -25 -15 -21 -8 -24 -16 right_child=1 2 4 5 6 7 12 -9 15 -11 -12 23 19 14 29 22 -18 -19 -20 26 -22 -23 28 24 -26 -27 -28 -29 -30 -31 leaf_parent=3 8 11 17 5 20 21 27 7 15 9 10 23 19 25 29 22 16 17 18 26 20 21 28 24 24 25 26 27 28 29 leaf_value=0.0778068 -0.0311469 -0.0235609 -0.0281137 -0.0461432 -0.0349161 0.0655284 0.0362621 -0.0416743 -0.0398804 -0.038593 -0.0366687 -0.0495137 0.0337422 -0.00851514 -0.0460302 -0.0413443 -0.0112312 0.0175528 -0.0247766 0.0851194 0.021379 -0.023232 0.0295281 -0.01568 0.0343344 0.0499031 0.0568325 -0.0169151 -0.00535258 0.00950978 leaf_count=126 5269 2462 828 9339 327 428 422 4293 626 2363 1506 143 424 310 1062 235 1292 1088 396 442 834 115 832 374 707 832 863 233 580 255 internal_value=0 0.107941 0.229855 -0.258805 0.333703 -0.281821 0.428583 -0.187763 -0.143809 -0.0925593 -0.0103452 -0.038918 0.523495 0.0732092 0.0111727 0.0427458 0.111415 0.025339 0.275642 0.60185 0.119755 0.47388 0.123762 0.156022 0.215802 0.391443 0.668632 0.217011 0.177805 -0.299312 internal_count=39006 16689 9147 22317 5461 22191 3545 12852 7542 8559 6196 3686 2384 4690 4147 2273 2830 1916 1538 1729 1161 543 1647 1224 1081 1142 1305 655 1412 1317 Tree=189 num_leaves=31 split_feature=35 66 83 41 14 46 35 6 36 16 79 29 41 33 34 6 33 87 38 16 54 31 41 87 13 0 79 34 66 24 split_gain=56.5052 22.5164 23.8423 20.1574 19.5148 15.7871 12.9597 10.0051 10.1555 8.38149 8.34058 8.40979 7.6228 7.37196 6.8501 6.79678 6.39315 6.04407 7.59064 5.61496 6.20709 5.73225 6.4762 5.57216 5.10393 4.78084 4.62368 4.5628 4.52915 4.19026 threshold=0 0 1 0 0 1 1 2 1 1 1 3 0 0 0 1 1 0 1 2 2 2 1 1 0 1 0 0 8 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=4 -2 -3 6 5 12 16 14 -9 27 -8 -12 13 -1 -7 26 24 18 -13 -17 -21 22 -22 -19 -4 -20 -11 -10 -5 -27 right_child=1 2 3 28 -6 7 10 8 9 15 11 17 -14 -15 -16 19 -18 23 25 20 21 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_parent=13 1 2 24 28 4 14 10 8 27 26 11 18 12 13 14 19 16 23 25 20 22 21 22 23 24 29 26 27 28 29 leaf_value=0.00725733 -0.033569 0.0976699 0.0422942 0.0266112 -0.0446617 0.0578901 -0.0287529 -0.0078786 0.00275916 0.0144539 -0.054938 0.0732763 -0.0278927 0.0714648 -0.0363123 0.0036744 -0.0165341 0.0213932 0.0625302 0.0061696 0.0591521 -0.0393788 -0.0236079 -0.0300731 -0.0271007 -0.0288293 -0.0464517 -0.0390368 -0.0263439 0.0249786 leaf_count=406 2320 159 205 149 9059 151 239 1887 826 407 100 201 337 182 117 282 1620 390 177 305 144 13659 663 271 145 131 257 414 2545 1259 internal_value=0 -0.0381542 0.0237802 -0.000959197 -0.300695 -0.247009 0.0881767 -0.272032 -0.283086 -0.312961 0.191863 0.230804 0.0994431 0.263679 0.260854 -0.337583 -0.0878822 0.256889 0.324133 -0.353802 -0.365303 -0.377273 -0.0834401 0.0321033 0.225788 0.26378 -0.0185881 -0.0784629 -0.230367 0.214468 internal_count=39006 9911 7591 7432 29095 20036 4738 19111 18843 16957 2768 2529 925 588 268 15717 1970 2429 1768 15053 14771 14466 807 661 350 1567 664 1240 2694 1390 Tree=190 num_leaves=31 split_feature=13 14 85 13 14 72 75 31 47 59 47 14 15 75 17 66 59 24 54 63 24 24 68 41 40 85 28 21 32 8 split_gain=123.686 119.022 82.642 52.9902 31.5758 28.9807 28.0708 25.8082 25.4027 27.4576 20.9875 20.6166 19.7678 19.4259 18.5118 18.2745 16.8248 16.2532 15.1739 14.3543 13.804 18.2481 13.3916 13.0696 12.8113 12.127 12.0996 12.0374 11.8346 11.216 threshold=0 0 0 1 1 2 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 2 1 0 1 0 1 0 0 13 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 17 6 23 -4 11 8 9 12 -10 16 -5 -9 24 -6 27 -1 26 -20 -19 -22 -17 25 -7 -3 -12 -2 -13 -24 right_child=3 4 5 7 15 14 -8 13 10 -11 18 28 -14 -15 -16 22 -18 20 19 -21 21 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_parent=17 27 25 5 12 15 24 6 13 10 9 26 28 12 13 14 22 16 20 19 19 21 21 29 23 24 25 26 27 28 29 leaf_value=-0.0430108 0.0159306 -0.00719054 0.044437 0.014575 0.0096565 -0.0317983 -0.0240631 0.0201736 0.0214301 -0.0266652 -0.0354535 0.00794323 0.0368368 -0.019389 -0.0301277 -0.020227 -0.036864 -0.0313477 0.0522152 0.0299204 -0.0228367 0.0461526 -0.0091248 -0.0305664 0.00904852 0.0276289 0.0319515 -0.0162229 0.0350911 0.039856 leaf_count=8826 1403 1012 456 1846 1077 367 1335 1276 1271 402 120 731 1782 769 1096 116 864 2209 2557 888 600 302 115 682 2476 465 190 790 1031 1952 internal_value=0 0.00544847 -0.146992 0.227494 0.189978 0.0435628 0.0719828 0.282792 0.312999 0.221258 0.383703 0.127535 0.254273 0.0948347 -0.0194129 0.270133 0.00478373 -0.334165 0.439719 0.466473 -0.189239 0.0493981 0.346562 -0.0158232 0.0467762 0.0682187 0.098479 0.0705408 0.249907 0.372073 internal_count=39006 21751 16332 17255 5419 4395 6154 11101 9056 4030 5026 4819 3628 2045 3939 3260 3057 11937 3755 3445 3111 902 2183 2159 2843 1477 310 2193 1762 2067 Tree=191 num_leaves=31 split_feature=59 85 14 13 59 13 71 0 24 25 91 47 66 29 14 47 47 85 63 63 63 55 14 85 70 66 69 23 14 23 split_gain=103.705 60.2565 72.4293 37.2998 21.2336 19.4992 18.8922 16.8391 15.0482 14.7854 13.9986 12.8377 13.8609 12.8465 12.1469 13.6657 13.2688 12.9234 10.3893 29.6414 26.3132 9.47838 8.90906 10.2031 8.31013 10.6208 8.0943 7.84055 8.2963 7.80077 threshold=0 0 0 0 1 1 0 3 0 0 0 7 0 1 0 5 8 3 0 1 2 1 1 1 1 1 0 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 8 6 -5 -2 -3 -1 11 21 -9 13 -13 15 -14 -17 -16 -10 -20 -21 -4 23 -19 26 -26 -18 -8 -29 -23 right_child=4 7 10 5 -6 -7 27 9 18 -11 -12 12 14 -15 17 16 24 22 19 20 -22 29 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=8 6 7 21 5 4 5 27 11 18 9 10 13 15 13 17 16 26 23 19 20 20 29 22 23 25 25 26 28 28 29 leaf_value=-0.0465737 -0.0293323 -0.0324592 0.0530935 -0.0298219 -0.0468019 0.0117032 0.0314865 0.0571171 -0.0309036 -0.00878047 -0.0146877 0.075671 0.0397423 0.023014 -0.0145384 0.0566773 0.0377091 0.0382876 -0.0491133 -0.0549258 0.0957516 -0.00596763 0.0427563 -0.00313456 0.0131053 -0.0100587 -0.00968564 -0.0301661 0.0179709 0.0192692 leaf_count=5660 3454 329 293 1480 4787 2006 518 277 1485 906 987 143 421 4415 297 139 312 383 364 119 198 607 903 493 1045 2568 199 660 407 3151 internal_value=0 0.0895307 -0.0307669 -0.195448 -0.266977 -0.000189546 -0.153896 0.167121 -0.342443 0.175847 0.142991 0.19039 0.181165 0.244403 0.119734 0.063988 0.0308574 0.240129 -0.17782 0.0715653 0.552825 0.182201 0.298654 0.15968 0.00885432 -0.0279073 0.217994 0.0727768 -0.0694854 0.157148 internal_count=39006 29180 16350 11312 9826 3486 5039 12830 7826 12501 5038 11595 11318 4558 6760 4684 4263 2076 2166 681 317 4051 1779 876 4124 3613 511 1585 1067 3758 Tree=192 num_leaves=31 split_feature=13 14 23 25 53 66 14 59 10 14 74 41 61 85 79 53 23 41 47 41 37 66 10 59 0 52 15 23 85 15 split_gain=77.2142 40.1129 35.9072 35.3812 33.0636 22.8802 16.8624 18.4143 16.4278 13.5016 12.5067 12.1501 11.5455 10.2353 11.9968 12.6984 8.78921 8.56892 8.329 8.07524 7.86357 7.57919 6.71929 7.38634 6.49131 6.77102 7.58301 6.16508 9.11404 8.75459 threshold=0 0 0 0 0 0 1 0 0 2 1 3 0 0 1 0 0 2 0 0 0 0 0 0 1 1 0 2 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 13 6 5 -5 12 -3 9 10 -8 -6 -7 19 -1 15 -15 24 -12 -16 -2 -21 -4 23 -14 -13 26 -26 28 29 -18 right_child=3 2 21 4 8 11 7 -9 -10 -11 17 16 22 14 18 -17 27 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=13 19 6 21 4 10 11 9 7 8 9 17 24 23 15 18 15 29 17 18 20 20 21 22 23 26 25 26 27 28 29 leaf_value=-0.0455595 0.00340528 -0.0219112 -0.00431111 0.0566327 0.0629908 0.0680641 -0.0289575 0.108777 -0.0373246 0.0373287 0.0616014 -0.0462775 -0.0135154 0.070157 -0.0155107 -0.0351072 0.103039 -0.00534355 -0.0441823 0.0450255 -0.010413 -0.0405859 -0.0475313 0.0370616 0.0616706 -0.0122426 -0.0133856 -0.0379479 -0.0249119 -0.0229167 leaf_count=11955 2880 677 663 568 203 162 285 104 1046 655 110 392 1753 152 1305 240 126 781 2683 481 188 3053 463 139 234 1914 213 4348 1116 117 internal_value=0 -0.300619 -0.0792792 -0.0276572 0.217685 -0.0928439 0.18558 0.339246 0.0134775 0.21407 0.158524 -0.215065 0.0142588 -0.393577 -0.273371 0.211204 -0.231682 0.033952 -0.326354 0.0966272 0.310994 -0.314395 -0.136208 -0.0760813 -0.0999435 -0.042294 0.273247 -0.314927 -0.120461 0.458311 internal_count=39006 21772 5437 17234 2708 14526 1721 1044 2140 940 1094 8622 5904 16335 4380 392 8460 891 3988 3549 669 3716 2355 1892 2753 2361 447 5707 1359 243 Tree=193 num_leaves=31 split_feature=33 33 33 33 33 38 33 33 10 69 21 53 23 14 14 15 47 90 23 24 53 23 66 63 17 31 14 61 91 23 split_gain=297.346 179.924 65.125 28.5236 23.8421 15.2662 6.09502 4.52225 3.83609 3.77035 3.29969 3.27789 3.71862 1.55255 0.874208 1.1666 0.923128 0.572563 0.504462 0.859454 1.14055 0.41071 0.647867 0.375389 0.360842 0.357827 0.554544 0.313195 0.237555 0.0960962 threshold=0 1 2 3 4 1 5 6 0 0 0 0 0 0 1 0 0 1 0 0 0 3 0 0 0 6 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=25 14 11 8 10 -6 -7 -8 9 -4 -5 12 -3 17 15 16 -2 -9 19 20 -16 -19 29 27 -15 26 -1 -14 -24 -23 right_child=1 2 3 4 5 6 7 13 -10 -11 -12 -13 23 24 18 -17 -18 21 -20 -21 -22 22 28 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 16 12 9 10 5 6 7 17 8 9 10 11 27 24 20 15 16 21 18 19 20 29 28 23 24 25 26 27 28 29 leaf_value=-0.0519857 -0.0377957 0.0131142 0.0167067 0.00772184 -0.00994972 0.0254719 0.0344032 0.0538557 -0.0541805 -0.038912 -0.041976 -0.050151 -0.0191853 0.0711568 -0.0158558 -0.0483066 -0.000473082 0.0735255 -0.0503383 -0.050155 -0.0474712 0.0685929 0.0523209 -0.0524321 0.0818305 -0.0511521 -0.0272222 -0.0431426 0.0623387 0.0640256 leaf_count=308 140 133 174 141 213 135 140 173 171 129 111 1039 111 258 158 452 140 108 3575 852 431 257 167 161 113 28526 211 118 102 259 internal_value=0 0.1119 0.352 0.453912 0.513783 0.569099 0.603236 0.630717 -0.137343 -0.00933231 -0.075298 -0.339159 -0.169225 0.657459 -0.458495 -0.341218 -0.190695 0.624128 -0.477648 -0.419057 -0.317017 0.641317 0.627829 -0.382494 0.743791 -0.509551 -0.411889 -0.304524 0.562655 0.6629 internal_count=39006 9961 4213 2651 2177 1925 1712 1577 474 303 252 1562 523 1437 5748 732 280 1066 5016 1441 589 893 785 390 371 29045 519 229 269 516 Tree=194 num_leaves=31 split_feature=10 41 2 59 59 59 13 41 59 59 10 10 41 66 41 66 59 59 71 41 41 31 59 41 41 10 71 35 13 41 split_gain=286.257 240.61 92.9828 71.5585 62.5079 48.873 41.0108 34.6989 34.1825 29.68 26.5159 30.8372 23.3815 36.9218 22.56 20.4547 19.9444 17.2931 16.432 14.8799 14.6714 14.2222 14.1684 14.1239 13.9058 13.1595 12.5751 12.322 11.8342 10.1043 threshold=0 0 0 0 0 1 0 1 2 1 2 1 0 0 2 1 2 0 0 0 1 0 0 0 1 4 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 6 -1 7 -5 12 28 27 18 22 23 13 21 -9 -15 -11 -8 20 -19 -6 -2 -4 -12 -21 -13 -16 -7 -3 -14 right_child=2 4 10 5 9 8 17 14 -10 16 11 25 29 15 26 -17 -18 19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=3 21 28 22 5 20 27 17 14 8 16 23 25 29 15 26 15 16 19 18 24 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0368052 0.0199278 -0.000465396 -0.0426655 -0.0293308 -0.00968609 -0.0505303 -0.0266699 -0.00392027 0.051277 0.0061682 -0.0121028 0.00629985 0.0287662 0.0363648 0.055505 -0.0196443 0.0559929 -0.0209066 -0.0266926 -0.00532234 0.0529374 0.0634984 0.0317704 0.0394423 0.0602746 0.0633262 0.0056366 0.0236173 -0.0338118 0.0621942 leaf_count=18406 492 1138 153 1897 290 231 1565 786 536 301 360 109 499 296 432 1287 1597 303 365 179 260 477 174 456 190 3526 207 144 1794 556 internal_value=0 -0.0397664 0.362228 -0.262787 0.226521 0.0455275 0.177634 0.0306861 0.30255 0.399369 0.522261 0.555558 0.288347 0.172424 0.227607 -0.0525192 0.498297 -0.0757995 0.0935044 0.12805 0.283686 0.428117 0.049913 0.228204 0.33344 0.615371 0.419769 -0.206986 -0.172845 0.486627 internal_count=39006 28384 10622 21214 7170 2808 5844 4357 911 2813 4778 4451 3607 2552 1425 1583 1898 2237 915 672 550 969 327 816 369 3635 639 375 2932 1055 Tree=195 num_leaves=31 split_feature=31 31 55 10 41 24 66 2 91 24 80 6 22 31 85 41 55 29 13 85 78 35 65 15 47 87 10 14 23 2 split_gain=63.0299 39.7151 25.1113 27.8345 22.3824 21.327 18.4252 17.5022 15.871 12.4372 11.249 10.9685 10.0128 9.66723 9.60569 9.48219 8.72241 7.91919 7.67871 7.39702 7.13881 6.97929 6.77683 6.26127 6.21603 6.12984 6.01288 5.66904 6.47089 6.19072 threshold=0 1 1 1 0 0 0 0 0 0 1 1 1 2 0 0 1 1 2 6 3 1 2 1 0 0 0 0 3 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=6 14 9 17 11 7 8 13 10 26 -1 -5 -12 -6 -2 25 -8 -4 -13 -14 -18 -7 -19 -24 -9 -11 -3 29 -29 -21 right_child=1 2 3 4 5 21 16 24 -10 15 12 18 19 -15 -16 -17 20 22 -20 27 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=10 14 26 17 11 13 21 16 24 8 25 12 18 19 13 14 15 20 22 18 29 20 21 23 23 24 25 26 28 28 29 leaf_value=0.0475674 -0.034067 0.0427987 -0.0291073 0.0301717 0.0330614 0.0420484 -0.00280122 -0.0472006 -0.0405833 0.0957316 0.0292661 0.0244272 0.0458253 0.127478 -0.00618208 0.021182 0.0305573 -0.00792331 -0.0243054 -0.00751383 -0.0359885 -0.0130067 0.0835212 0.0375764 0.0407832 0.0458572 -0.0204453 0.0470162 -0.0315357 -0.0346365 leaf_count=243 3258 103 109 284 129 172 814 171 2830 179 325 244 135 186 1534 186 135 109 3801 4960 12897 763 157 638 149 131 303 101 2714 1246 internal_value=0 0.00408276 0.103267 0.0363408 -0.0537529 0.207219 -0.243302 0.610028 -0.158626 0.414311 -0.108626 -0.165159 -0.126652 0.980394 -0.228674 0.57074 -0.328093 0.347564 -0.208704 -0.149701 -0.350762 -0.0226614 0.403205 0.471729 0.0453228 0.746404 0.0420756 -0.16209 -0.283961 -0.113758 internal_count=39006 12606 7814 6912 5899 1570 26400 635 12554 902 9724 4329 9481 315 4792 496 13846 1013 4045 9156 13032 935 904 795 320 310 406 9021 2815 6206 Tree=196 num_leaves=31 split_feature=19 13 29 19 13 89 14 13 46 87 41 85 19 24 3 25 37 89 71 59 74 46 24 65 69 1 47 59 41 34 split_gain=143.443 117.971 69.6543 64.5157 50.8698 35.2171 34.24 24.0874 23.7588 22.8033 21.4219 20.9968 20.9082 17.4083 19.4853 16.5464 16.3834 16.2366 15.5904 15.1483 14.6413 15.4514 14.3024 12.7454 12.3065 12.092 11.0154 10.8472 12.0348 11.2329 threshold=0 0 1 1 1 2 0 0 3 0 0 0 2 1 0 0 0 1 0 0 0 1 0 0 0 3 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 -1 7 9 -4 8 15 -7 20 11 13 18 -10 16 -2 17 -15 26 -13 21 -3 -9 -8 -19 -14 -5 29 -29 -27 right_child=3 4 5 12 -6 6 23 22 10 -11 -12 19 25 14 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_parent=2 15 21 5 26 4 8 23 22 13 9 10 19 25 17 14 15 16 24 18 19 20 21 22 23 24 29 26 28 28 29 leaf_value=0.0381694 0.0249431 0.0656033 0.0625653 0.0568066 -0.0445134 0.0858722 -0.0365721 0.0101983 0.0362056 -0.0387802 -0.0184829 -0.0223454 0.0945181 0.0616358 -0.0242945 -0.0175928 0.046367 -0.0046408 -0.00285387 0.0304034 0.0314768 -0.0144434 -0.0304323 0.00368042 0.0415149 0.0412705 0.020013 0.0477058 0.00567111 0.0726021 leaf_count=1471 1899 131 267 411 9201 106 3473 623 929 1342 3169 1949 128 151 1361 700 380 2571 577 279 596 2437 1376 807 262 598 545 417 340 510 internal_value=0 -0.0551926 0.0562429 0.251343 -0.288628 -0.0134788 -0.0352744 0.0628131 0.0221551 -0.0668188 0.0078024 0.0649668 0.400051 0.13502 0.0659879 0.177684 0.140039 0.0663574 0.236142 -0.134825 0.0503706 -0.0743267 -0.143835 -0.279151 0.0136078 0.499208 0.357617 0.465381 0.31247 0.560595 internal_count=39006 30882 17175 8124 13707 15704 15437 4598 11157 4506 11051 7882 3526 5654 4725 2599 3364 2984 1533 2228 3164 2568 1999 4280 2833 1993 956 1865 757 1108 Tree=197 num_leaves=31 split_feature=61 61 35 61 0 61 66 61 66 66 41 61 47 87 63 74 37 47 72 37 61 33 37 88 47 66 66 10 14 88 split_gain=156.805 77.629 49.4128 48.8303 35.636 32.0901 29.6861 27.9601 24.5594 22.7126 22.227 20.0874 17.3574 17.3048 17.084 14.98 14.0383 13.636 12.3879 12.2372 11.6904 11.0002 11.3528 9.91255 11.8004 9.83575 9.80841 9.52984 9.33527 9.32781 threshold=0 1 0 2 5 3 0 4 0 1 0 5 0 0 0 4 0 0 1 0 6 0 0 0 0 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 6 15 12 -5 17 -2 25 -4 -8 13 23 -3 18 21 -1 27 -6 -10 26 -13 22 -11 24 -9 -7 -20 28 -14 -27 right_child=1 3 8 4 5 7 9 11 10 14 -12 20 16 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_parent=15 6 12 8 4 17 25 9 24 18 22 10 20 28 13 14 15 16 17 26 19 20 21 22 23 24 29 26 27 28 29 leaf_value=0.051255 -0.0432584 -0.0279811 -0.0472866 0.100704 -0.0293444 -0.0383403 -0.0428313 -0.0251785 -0.0387002 0.0424985 -0.0316836 0.0267897 0.0421873 -0.0244847 -0.0143459 -0.0373574 -0.0217427 0.0142616 -0.0290555 -0.0237586 0.0610102 -0.00992436 -0.0126278 -0.0160669 0.0522709 0.0333896 0.0389337 -0.0218232 -0.00756725 -0.0102162 leaf_count=105 2911 1657 1239 159 819 323 1213 129 183 988 1065 405 707 658 1543 17426 714 1081 172 306 1200 557 348 292 240 433 1105 301 355 372 internal_value=0 0.100412 -0.253524 0.212958 0.310695 0.27479 -0.136054 0.362173 -0.0452005 -0.0296224 0.0314277 0.454427 -0.0398398 0.131849 0.0526797 -0.361702 0.0914226 0.00384487 0.224974 0.276153 0.539495 0.204493 0.316473 0.152144 0.336856 0.0664441 0.341413 0.219029 0.305494 0.156168 internal_count=39006 16747 22259 9187 5453 5294 7560 3394 4728 4649 3489 2266 3734 2424 3436 17531 2077 1900 1766 1583 1605 1893 1336 661 369 1128 1277 1363 1062 805 Tree=198 num_leaves=31 split_feature=7 16 13 41 35 35 14 75 19 54 14 65 36 79 54 16 34 6 19 23 27 35 28 33 84 85 16 53 37 90 split_gain=60.484 30.3157 25.4065 18.376 16.3888 14.3737 8.98163 8.95185 8.01891 7.90692 7.61967 7.19511 7.04228 6.90669 6.39421 6.88309 6.34864 8.4232 6.23562 5.97387 5.96538 6.63147 5.89993 5.87199 5.57247 5.48594 5.47186 5.13236 4.93659 4.43981 threshold=0 5 0 0 0 0 0 0 3 2 0 0 1 0 2 2 0 1 1 0 1 1 2 1 0 1 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 -2 5 4 6 9 11 26 -6 -1 16 12 28 18 -10 -16 17 -11 -13 -9 -17 -22 -5 -19 -21 27 -7 -23 -3 -27 right_child=1 3 -4 22 8 7 -8 19 14 10 -12 13 -14 -15 15 20 -18 23 -20 24 21 25 -24 -25 -26 29 -28 -29 -30 -31 leaf_parent=9 1 28 2 22 8 26 6 19 14 17 10 18 12 13 15 20 16 23 18 24 21 27 22 23 24 29 26 27 28 29 leaf_value=0.0206319 0.119469 0.0252475 -0.0428071 0.0463371 0.0827752 0.0216197 -0.0373174 -0.0538486 0.0598785 0.0315479 -0.0443056 0.0919026 -0.0229901 -0.0303623 0.0441502 0.0637184 -0.0407582 0.0044883 0.0195937 0.013354 -0.0182804 0.0799465 -0.0280685 -0.025879 0.0684716 0.0457887 -0.0213631 0.00646031 -0.0366902 0.000142936 leaf_count=327 101 406 12993 111 100 251 1169 102 145 245 3592 104 1772 226 251 115 2552 672 452 617 722 108 3167 5180 161 126 1823 115 119 1181 internal_value=0 -0.0288569 -0.299337 -0.0482049 0.022266 -0.214735 -0.111783 -0.0422565 0.152288 -0.273937 -0.289647 -0.0375665 -0.122925 0.19619 0.127417 0.0979506 -0.240701 -0.19125 0.339455 0.183962 0.0517105 0.0250297 -0.25505 -0.21926 0.254221 0.11239 -0.152269 0.461719 0.126299 0.05132 internal_count=39006 10491 28515 10390 7112 15522 4249 2954 2863 12568 12241 3080 2298 782 2763 2618 8649 6097 556 880 2367 2252 3278 5852 778 1530 2074 223 525 1307 Tree=199 num_leaves=31 split_feature=32 24 14 7 25 32 17 14 85 90 77 14 34 66 14 87 29 41 12 16 79 29 39 85 63 20 74 23 23 39 split_gain=105.878 102.673 57.8079 39.6834 31.6314 30.6456 36.2092 29.0758 28.0356 20.8901 20.5274 16.5979 19.2664 16.4997 16.026 15.8743 15.816 15.5141 14.7095 14.2294 13.2351 13.1917 11.7676 11.3142 11.1012 11.501 10.6309 10.5687 10.3663 10.1113 threshold=0 0 0 0 0 1 0 1 0 1 1 0 0 0 2 0 1 0 1 1 0 1 0 0 1 2 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 8 4 16 6 18 -4 -1 -7 -11 12 19 -13 -9 28 -3 24 -2 -12 -20 -21 -6 -15 -18 -26 -10 -27 -5 -8 right_child=5 3 7 15 22 9 29 14 26 10 11 13 -14 23 -16 -17 17 -19 20 21 -22 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_parent=8 18 16 7 28 22 9 29 14 26 10 19 13 12 23 14 15 24 17 20 21 20 21 22 23 25 27 26 27 28 29 leaf_value=-0.0423304 -0.0147149 -0.0249357 -0.0205027 0.000840242 -0.0465651 -0.0213755 -0.0325359 -0.00941617 -0.000328319 -0.0279314 -0.0187738 0.027039 -0.011727 0.0621001 0.0340974 0.0108168 0.00586621 0.0040135 0.0266469 -0.0315121 -0.00849752 0.0368922 -5.20607e-05 0.0390022 -0.0250397 0.0399893 -0.0425724 0.0235877 -0.0325545 0.000145224 leaf_count=8761 421 392 1245 516 772 326 1059 386 1186 220 222 1040 558 955 737 839 751 1409 4377 112 591 1966 514 961 103 1182 596 4116 1593 1100 internal_value=0 0.0365343 -0.163583 0.126362 0.171278 0.240102 0.157317 0.0651157 -0.306429 0.320177 0.336827 0.351446 0.248866 0.424132 0.223323 -0.097754 0.197903 0.209463 0.220837 0.305865 0.242877 0.341952 -0.190489 0.506505 0.240191 0.264421 -0.0861981 0.274455 -0.214882 -0.0934738 internal_count=39006 25098 12911 12187 9239 13908 7548 2368 10543 6360 6034 5814 2858 2956 1123 2948 7953 7561 5389 2300 4968 2078 1286 1916 6152 5401 1782 5298 2109 2159 Tree=200 num_leaves=31 split_feature=59 39 14 85 39 33 23 59 39 71 70 66 63 84 42 3 17 75 42 69 63 23 69 13 63 8 87 38 84 84 split_gain=94.59 63.5521 64.7801 52.9226 40.3192 26.1161 26.014 21.397 19.5963 17.9289 17.5647 15.0946 14.6518 19.8166 13.6788 11.0542 10.847 10.4749 10.1765 9.96541 9.72208 9.27059 13.1553 8.30189 8.26225 7.89156 7.82452 11.3297 7.37439 8.10068 threshold=0 0 0 0 1 0 0 1 2 0 1 0 0 0 2 0 0 0 1 0 0 1 0 1 0 13 0 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 -1 11 6 8 9 -6 -2 20 15 13 -4 -13 -3 26 -11 -16 -10 -5 22 -8 -21 -23 -14 27 -12 -15 -30 right_child=7 4 12 10 5 -7 21 -9 19 17 16 14 25 28 18 -17 -18 -19 -20 23 -22 24 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=3 9 15 13 20 8 5 22 7 19 17 27 14 25 28 18 15 16 17 18 23 20 24 22 23 24 25 26 27 29 29 leaf_value=-0.0378521 -0.0281643 0.0184896 -0.0187177 -0.0136605 0.0174339 0.00115064 0.0134921 -0.0465595 0.0367033 0.019256 0.0379163 0.0589799 0.0649154 -0.0117808 0.0260471 -0.0315928 -0.0358156 -0.0326515 -0.0151097 0.0219183 0.0412629 -0.00491516 0.0492864 0.0635746 0.0209647 0.023651 0.00817231 -0.0206115 0.0132906 0.055615 leaf_count=7403 3412 1743 1161 173 1108 1851 1023 4755 1641 1134 129 108 110 175 273 358 556 446 2995 158 344 1179 583 1000 792 1645 998 1155 352 246 internal_value=0 0.0921964 -0.02844 -0.155061 0.173709 0.244431 0.287411 -0.254779 0.381116 -0.141301 -0.00556761 0.0258927 0.167877 0.0311839 -0.0768903 0.143555 -0.0704137 0.0784159 -0.107688 0.456136 0.27979 0.161357 0.266933 0.57679 0.0678515 0.272777 -0.0216754 -0.136086 0.235731 0.326785 internal_count=39006 29259 14447 10758 14812 9335 7484 9747 3907 4992 3355 5477 3689 1934 3376 2101 2838 1580 3268 2799 517 3577 1606 1158 1971 1755 2282 1284 773 598 Tree=201 num_leaves=31 split_feature=87 39 23 87 88 25 14 41 59 8 23 25 66 3 15 25 52 87 84 66 23 66 15 39 61 75 14 14 15 39 split_gain=80.3748 38.1286 30.7745 28.2507 19.4454 21.6217 17.1573 16.6579 15.7484 13.4378 12.7602 12.1866 12.0984 10.8203 10.3878 9.62681 10.7306 9.5787 9.46369 8.84397 9.53816 9.01698 8.41971 8.19479 7.45123 6.93564 6.20843 6.60689 6.05904 8.33897 threshold=0 0 0 1 0 0 0 2 2 1 0 0 0 0 0 0 1 2 0 0 2 2 0 0 0 0 1 2 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 6 8 23 5 7 -1 14 -2 -10 26 19 -9 25 -3 16 24 -13 22 28 21 -21 -17 -4 -11 -7 -8 -28 29 -5 right_child=2 4 3 11 -6 13 10 12 9 15 -12 17 -14 -15 -16 18 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=6 8 14 23 29 4 25 26 12 9 24 10 17 12 13 14 22 16 17 18 21 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.0446413 0.0849146 0.0951634 -0.0450863 -0.0174239 -0.037288 0.0450234 -0.0240449 -0.00430224 -0.034962 0.0641313 -0.0367533 -0.00452411 -0.0310542 -0.0214905 -0.00661815 0.0617945 0.00518483 0.0651374 0.0695029 0.095508 -0.0296665 -0.00253474 -0.00607267 -0.0160626 0.00955576 -0.0263681 -0.0228014 0.0366141 -0.0166754 0.0345875 leaf_count=12661 120 106 2147 219 2736 609 460 2568 341 323 2079 221 3919 477 147 104 3039 217 171 114 1693 448 296 1856 305 123 169 325 354 659 internal_value=0 -0.258859 0.026454 -0.0998736 -0.127874 -0.059053 -0.380285 -0.13748 0.171561 0.141815 -0.171727 0.0554166 -0.17474 0.247156 0.486247 0.178348 0.118336 0.399652 0.408603 -0.0142484 -0.165507 0.194691 0.179214 -0.302575 0.410371 0.374717 0.0458687 0.19873 0.124094 0.218467 internal_count=39006 26379 12627 7928 10685 7949 15694 6740 4699 4579 3033 3925 6487 1209 253 4238 3667 438 571 3487 2255 562 400 4003 628 732 954 494 1232 878 Tree=202 num_leaves=31 split_feature=33 33 33 42 74 85 2 38 74 37 23 53 41 39 70 14 7 61 63 85 15 23 13 15 66 61 87 14 66 66 split_gain=277.193 164.025 65.0013 29.8889 22.5341 12.6641 8.72547 4.93847 4.15616 3.13262 1.75886 2.54278 1.24783 1.15007 0.971264 0.937555 1.52651 1.76689 0.594795 0.694879 0.474264 0.405081 0.790584 1.01275 0.62401 0.279161 0.236936 0.213845 0.315195 0.390821 threshold=0 1 2 1 0 0 0 1 1 0 0 0 0 0 1 1 0 0 4 0 0 0 0 0 0 0 1 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=18 15 10 13 5 6 9 -7 -6 12 11 -3 14 -4 25 16 -2 -18 19 -1 27 22 23 24 -17 -5 -12 28 -16 -30 right_child=1 2 3 4 8 7 -8 -9 -10 -11 26 -13 -14 -15 20 21 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=19 16 11 13 25 8 7 6 7 8 9 26 11 12 13 28 24 17 17 18 19 20 21 22 23 24 25 26 27 29 29 leaf_value=-0.0176577 -0.0487132 0.00142215 -0.0490141 0.0800718 0.00473985 -0.0465516 0.0115454 0.0245082 -0.0567497 0.031128 -0.0329661 -0.0517275 0.0494518 -0.0179838 0.0651557 -0.00242541 0.0117764 -0.0431201 -0.0510773 -0.0517893 0.0554857 -0.0501275 -0.0518119 -0.048155 -0.0336099 0.0683944 -0.0491428 0.0685878 0.0641028 0.0506407 leaf_count=174 435 124 111 107 178 112 165 183 103 107 184 272 181 141 489 100 125 167 28702 199 221 3555 777 433 143 106 953 211 129 119 internal_value=0 0.10527 0.336324 0.437841 0.487646 0.539362 0.577748 0.0519449 -0.104389 0.607829 -0.379006 -0.201974 0.62576 -0.327735 0.642875 -0.456756 -0.33273 -0.143655 -0.508618 -0.351859 0.622996 -0.477298 -0.423783 -0.337987 -0.200087 0.742295 -0.468317 0.639991 0.625774 0.576925 internal_count=39006 9931 4196 2663 2411 2130 1835 295 281 1670 1533 396 1563 252 1382 5735 727 292 29075 373 1169 5008 1453 676 243 213 1137 948 737 248 Tree=203 num_leaves=31 split_feature=2 41 41 24 2 41 59 85 59 59 59 59 60 69 69 59 32 66 71 13 33 39 59 59 86 14 39 14 59 85 split_gain=260.387 201.364 88.4801 64.9876 47.9782 34.9959 34.7858 28.2367 28.0397 34.49 24.3286 23.3336 21.7891 19.7362 31.6105 18.5769 17.8848 15.0142 14.5137 13.4649 12.5848 12.5694 11.0448 11.2893 10.5839 9.90749 9.43448 9.09184 13.4043 9.01903 threshold=0 0 1 0 1 2 0 0 0 1 1 0 1 0 1 2 0 0 0 0 0 0 1 2 2 0 0 0 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 6 7 11 16 25 8 12 -10 -8 18 -1 -6 -15 -12 -4 19 -2 20 -14 -5 29 -24 -16 26 -3 28 -11 -13 right_child=4 2 5 21 13 -7 10 -9 9 27 15 22 17 14 24 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=12 18 26 16 21 13 5 10 7 9 28 15 29 20 14 24 15 16 17 18 19 20 21 23 23 24 25 26 27 28 29 leaf_value=0.0618237 0.0169168 0.00627463 0.0328001 -0.0237575 0.0591521 0.0559973 -0.0136771 -0.0307402 -0.0119831 -0.015552 -0.0119551 0.0312954 0.0208014 0.0564139 -0.0436095 0.0529087 -0.01361 -0.0262504 -0.0237174 -0.0426023 -0.0339019 -0.0431884 0.00299326 0.0560517 0.0171039 -0.0398824 -0.0281975 0.0916143 0.0551791 -0.0217137 leaf_count=144 1164 871 817 5286 2760 1760 594 2463 752 104 181 314 1284 935 110 500 542 3127 946 511 717 8641 145 601 706 1160 1203 108 342 218 internal_value=0 -0.00924151 0.235703 -0.184853 0.398946 0.425545 -0.00272755 -0.033173 0.0410446 0.272144 0.216575 0.203219 -0.0700783 0.503436 0.356939 0.391228 0.186328 -0.113011 0.0225373 0.0316991 0.115114 -0.341996 0.361384 0.473192 0.0912935 -0.185787 -0.087314 0.520326 0.414518 0.134495 internal_count=39006 31107 7628 23479 7899 3119 4509 9552 7089 1306 1275 3388 5783 4511 1751 681 1359 5639 2110 2512 2001 13927 1278 746 816 3234 2074 554 446 532 Tree=204 num_leaves=31 split_feature=38 84 19 75 44 49 22 49 89 38 85 13 61 61 69 55 61 33 69 42 39 14 14 21 69 7 75 34 85 41 split_gain=55.923 48.7002 24.8902 22.4382 17.8576 14.0424 13.9398 10.9726 10.5475 10.364 10.1298 9.78208 9.67807 8.74229 10.7858 8.57875 8.2591 10.9318 7.92403 7.35792 7.21381 6.70253 6.91136 6.0127 5.93754 5.82655 8.50869 5.68909 5.40746 5.30459 threshold=5 0 0 0 1 1 1 2 1 3 4 0 0 0 0 1 0 0 1 1 0 0 1 2 0 1 3 1 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 5 4 -3 16 -6 -7 -8 -4 11 -9 21 14 -12 -11 17 24 -16 20 -17 -10 -23 -21 -2 -5 -27 -20 -14 -28 right_child=1 3 9 25 6 7 8 10 12 15 13 -13 28 -15 18 19 -18 -19 27 23 -22 22 -24 -25 -26 26 29 -29 -30 -31 leaf_parent=0 24 4 9 25 6 7 8 11 21 15 14 11 28 13 18 20 16 17 27 23 20 22 22 23 24 26 29 27 28 29 leaf_value=0.110475 0.0217668 0.0477349 0.0634285 -0.000649299 0.0351062 0.0171969 0.028922 0.0594924 0.00516519 0.0223542 -0.0299832 -0.0229618 0.0166739 -0.0397983 -0.0197866 0.0536948 -0.0266364 0.0872123 0.0897612 -0.0441443 -0.0156175 0.00915158 -0.0385662 -0.0110255 -0.0323735 0.0833945 0.0475973 0.0100026 -0.0345633 0.0157016 leaf_count=121 353 227 112 428 239 266 307 139 1198 561 12460 361 169 8874 1434 207 500 100 108 604 200 334 1014 3697 196 111 291 628 2689 1078 internal_value=0 -0.14307 -0.212822 0.0245258 -0.0703228 -0.262782 -0.110029 -0.285629 -0.149513 -0.0434599 -0.297077 0.10981 -0.1836 -0.309259 -0.259598 -0.0662809 0.00779817 0.178124 -0.0488614 -0.111942 0.217617 -0.0662817 -0.233948 -0.151809 0.0337321 0.217755 0.282214 0.21191 -0.309653 0.232958 internal_count=39006 38885 30800 8085 6177 25419 5950 24270 5711 5381 24004 500 5404 23504 14630 5269 1149 649 2170 4708 407 2546 1348 4301 549 1908 1480 736 2858 1369 Tree=205 num_leaves=31 split_feature=75 85 77 24 14 85 68 77 13 37 29 4 74 37 89 89 7 14 24 37 4 83 74 65 37 61 41 67 7 53 split_gain=132.144 83.7074 44.2415 40.8679 37.9644 37.0584 29.5823 28.1186 25.5607 23.3277 23.9494 20.6442 20.2814 19.0953 21.1539 20.3531 18.2613 17.6295 15.268 13.9952 13.0097 12.8355 12.7301 12.3783 12.3103 12.2959 11.7999 10.7051 10.5007 10.1476 threshold=0 0 1 0 0 0 2 2 0 0 1 1 0 0 1 2 0 1 0 1 1 1 1 2 1 0 0 2 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 18 13 7 11 -3 -4 12 10 -9 -5 -8 14 -2 -16 -7 -6 -1 26 -12 -22 -14 -23 -15 -17 29 -25 -13 -11 right_child=3 6 4 5 17 16 8 9 -10 19 20 28 22 24 15 25 -18 -19 -20 -21 21 23 -24 27 -26 -27 -28 -29 -30 -31 leaf_parent=18 14 6 7 11 17 16 12 10 8 29 20 28 22 24 15 25 16 17 18 19 21 23 22 27 24 25 26 27 28 29 leaf_value=0.0146976 0.0587884 0.0650851 0.069566 0.0971106 -0.00228615 -0.0302718 -0.0246012 0.0284563 -0.0402864 0.0737783 0.0407475 0.0461766 -0.013604 0.0257579 0.0743276 0.0175911 0.0106389 -0.0387269 0.0577737 0.0401814 0.0611867 0.0272599 0.0366847 0.0376475 0.0523552 -0.0156231 -0.0248411 -0.0175345 0.0114403 0.0107344 leaf_count=488 353 125 167 101 2013 1582 3572 577 8003 109 272 333 530 742 130 1264 699 3194 451 814 143 450 330 198 1296 680 657 7586 1237 910 internal_value=0 -0.0584251 0.0427232 0.231753 -0.00329302 0.0706378 -0.251927 0.0626275 -0.274246 0.0396022 -0.0297586 0.255606 -0.135537 0.334075 0.214637 0.134914 -0.137437 -0.235906 0.385034 0.220283 -0.0864054 -0.109519 0.130786 -0.125861 0.439525 0.0778026 0.0709762 -0.155042 0.199003 0.201376 internal_count=39006 30589 18029 8417 17090 3952 12560 11883 12435 11716 9226 1671 4432 4465 2427 2074 2281 5207 939 2490 8649 8377 860 8234 2038 1944 1676 7784 1570 1019 Tree=206 num_leaves=31 split_feature=35 0 35 61 0 14 61 35 61 61 85 29 61 79 63 42 61 41 61 61 24 85 63 66 61 37 87 35 39 63 split_gain=145.874 67.119 54.5839 48.6664 33.6213 34.5571 34.5468 25.6725 16.145 15.6408 15.3025 14.9104 13.621 12.5988 12.1891 12.4624 11.5985 10.7473 13.7508 9.81062 10.0573 10.681 8.81324 9.55679 8.55216 7.9615 7.80986 7.78633 7.44809 7.07466 threshold=0 3 1 0 4 0 1 2 2 0 0 1 0 0 0 1 3 0 4 1 0 0 0 0 0 0 0 3 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 10 12 11 -5 6 -6 9 -8 26 -1 -3 -2 27 15 -14 -10 25 -19 -17 -21 -22 23 -11 -15 -18 -4 -9 -13 -7 right_child=2 3 7 4 5 29 8 13 16 22 -12 28 14 24 -16 19 17 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=10 12 11 26 4 6 29 8 27 16 23 10 28 15 24 14 19 25 18 18 20 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.0236913 -0.0241361 0.00706665 -0.00214612 0.097237 -0.0252591 -0.0235742 -0.0109811 0.0239901 -0.00403899 -0.0227783 0.0773208 -0.0322084 -0.0455211 -0.0500875 -0.0177969 -0.00348799 0.0343849 -0.00206461 0.0763874 0.00305833 0.0249368 0.0911015 0.0019871 0.0452672 0.0196834 -0.00797294 -0.0492272 0.0476721 -0.0477264 -0.0482824 leaf_count=108 2708 969 756 117 3802 2307 1580 590 739 145 311 9495 215 138 949 582 420 161 263 258 197 203 544 470 301 277 369 1431 6959 1642 internal_value=0 -0.193465 0.154058 -0.222216 -0.0965152 -0.117756 -0.00975935 0.270312 0.136238 0.0873979 0.59632 -0.357964 -0.0758275 0.373781 0.0441283 0.182113 0.244062 0.340426 0.573598 0.261822 0.413463 0.595496 0.224874 0.364542 0.0556204 0.194595 -0.144748 0.419488 -0.383333 -0.338134 internal_count=39006 29150 9856 28731 11308 11191 7242 4744 3440 2284 419 17423 5112 2460 2404 1455 1860 1121 424 1240 658 400 1159 615 439 697 1125 2021 16454 3949 Tree=207 num_leaves=31 split_feature=7 39 35 35 42 50 46 47 87 10 36 86 31 6 41 13 39 52 7 63 54 65 31 91 37 54 63 63 47 31 split_gain=51.8003 29.6988 19.4392 12.4428 10.8705 10.1185 9.32056 8.6817 7.22155 8.52812 8.14552 7.59259 7.14853 8.32307 7.11557 6.44974 6.28026 5.72387 5.32242 6.43689 7.90011 5.2299 6.08574 6.95405 5.20558 5.14856 4.8758 5.55281 4.84963 4.5571 threshold=0 0 0 0 1 1 2 0 0 0 1 1 3 2 0 0 0 2 1 0 1 0 0 0 0 2 1 0 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 5 8 -4 -2 -6 -5 9 10 -1 -12 24 -14 17 26 -15 -8 -19 28 -21 -16 23 -23 -7 -13 -9 -28 -20 -3 right_child=2 29 4 7 6 12 14 15 -10 -11 11 25 13 16 21 -17 -18 18 19 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=10 5 29 4 7 6 24 17 26 8 9 11 25 13 16 21 15 16 18 28 20 20 23 22 23 24 25 27 27 28 29 leaf_value=0.0279698 0.0577405 -0.0465169 -0.0502519 -0.0248496 0.0803006 0.059704 -0.0355794 0.0463718 -0.0400842 -0.0381699 0.018551 0.0330019 0.054746 -0.0138422 -0.0330603 -0.0250301 -0.0355828 0.00502206 -0.0219439 0.0951665 0.0314931 0.0676277 -0.0187779 -0.019295 -0.0261703 -0.023296 0.0196037 -0.0217798 0.0230235 -0.0292013 leaf_count=335 132 10830 280 1221 104 146 161 265 2908 3452 441 116 102 2970 540 478 2738 1027 176 135 522 210 414 156 106 4571 708 278 637 2847 internal_value=0 -0.28167 -0.0293186 -0.190452 0.0929214 -0.154221 0.121294 -0.0340477 -0.248058 -0.201226 -0.140056 -0.173691 -0.176183 -0.201113 0.0990329 0.0748573 -0.220266 0.160223 0.184709 0.276218 0.44996 -0.0964837 0.0610843 0.349665 0.292824 -0.213263 0.155315 0.0753192 0.132262 -0.426205 internal_count=39006 28450 10556 14773 4362 6194 4082 2950 11823 8915 5463 5128 6062 5810 3978 1729 5708 2658 2497 1470 657 1320 780 366 252 4687 1251 986 813 13677 Tree=208 num_leaves=31 split_feature=32 24 71 41 65 85 71 7 87 47 32 39 71 19 47 54 17 25 29 31 24 84 40 74 70 74 24 31 15 22 split_gain=105.604 82.2164 45.9124 33.9849 32.9458 31.9028 26.1737 25.7057 22.996 21.6441 19.4301 17.8974 16.494 16.444 13.6667 14.7259 13.1858 12.6655 12.5215 11.7271 10.9225 10.347 9.95137 9.60569 9.58452 9.95905 9.53451 11.2038 9.28024 8.79831 threshold=0 0 0 0 0 0 1 0 0 0 1 0 2 0 1 1 0 0 1 7 1 1 2 0 1 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 5 7 10 -1 -4 9 -5 20 13 -6 -8 17 19 -16 -7 24 -12 -11 -3 -17 -20 -22 -2 -26 -9 28 -28 -24 right_child=4 3 6 8 11 16 12 26 -10 14 18 -13 -14 -15 15 21 -18 -19 22 -21 23 -23 29 -25 25 -27 27 -29 -30 -31 leaf_parent=5 24 20 6 8 11 16 12 26 8 19 18 11 12 13 15 21 16 17 22 19 23 21 29 23 25 25 28 27 28 29 leaf_value=-0.0378006 -0.0013987 -0.0040353 -0.0157031 -0.0234095 -0.016422 0.00436249 -0.00632034 -0.0220148 0.0107345 0.0436995 -0.0106013 0.0147938 0.0455538 -0.00713539 -0.00950855 0.00540465 -0.0409773 -0.0112283 -0.00981244 0.00898828 0.0212407 0.0400814 -0.0098988 -0.0243851 0.0312234 0.00175278 -0.0060023 -0.029018 0.042198 0.0396655 leaf_count=8604 402 1347 1567 2160 1548 1281 455 1100 1170 261 180 2568 493 742 233 256 524 584 141 1469 1157 2085 110 191 3322 400 224 309 253 3870 internal_value=0 0.0288577 -0.152651 0.108724 0.232782 -0.258534 0.09756 0.155383 -0.0762097 0.191742 0.280148 0.0815227 0.297069 0.207599 0.26004 0.332677 -0.0392409 0.240401 0.356627 0.149991 0.0746798 0.366103 0.372504 0.16987 0.262734 0.285638 -0.0694175 0.0750499 0.212259 0.385333 internal_count=39006 25139 12924 12215 13867 10409 2515 8885 3330 6999 9751 4116 948 5450 4304 2574 1805 4708 4301 1730 2695 2341 4121 1348 4124 3722 1886 786 477 3980 Tree=209 num_leaves=31 split_feature=25 87 39 63 63 63 84 39 87 66 39 31 33 71 24 13 47 66 87 25 69 66 85 38 42 47 38 84 53 28 split_gain=87.0257 60.4038 38.48 39.2703 48.8017 33.9648 30.35 26.5324 21.4487 16.2348 15.552 13.5984 11.7813 11.5971 11.4667 10.4482 10.3916 10.0534 9.95741 9.91999 9.85534 12.6272 9.16399 13.5734 9.08904 8.79005 8.73223 8.64538 11.135 8.44884 threshold=0 0 0 0 1 2 0 1 1 0 0 0 0 0 0 11 0 0 2 1 0 1 0 1 1 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 6 13 -6 22 26 14 12 -2 -7 25 -5 17 -10 -8 -3 24 -12 -11 -22 -1 -24 -17 -9 -4 28 -28 -20 right_child=10 8 7 4 5 11 16 9 15 20 19 -13 -14 -15 -16 18 -18 -19 29 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_parent=22 10 17 26 13 5 11 16 25 15 20 19 11 12 13 14 24 16 17 29 19 21 21 23 23 24 25 28 27 28 29 leaf_value=-0.0428913 -0.0428366 0.0105148 0.0256889 -0.0438439 -0.0306155 -0.0244721 0.0218164 0.0406911 0.0771691 -0.00475204 -0.00216277 0.0455001 -0.00607001 0.00399439 0.0136336 0.0459686 -0.022725 -0.0320692 0.0664917 -0.0357031 0.0532649 0.00303658 0.0263763 -0.0299657 0.00872024 0.0125445 -0.00696049 0.00814395 -0.0413918 0.0284955 leaf_count=5298 5039 542 335 1513 593 165 629 1171 145 1724 1592 944 373 411 3772 253 509 897 203 1432 353 721 180 1290 1760 523 1541 786 1065 3247 internal_value=0 0.0852575 -0.00168592 -0.112365 0.0707609 0.264913 -0.239987 0.0945437 0.190609 0.182678 -0.276179 0.397039 0.286605 -0.29348 0.0932072 0.264464 0.0717778 -0.113558 0.252317 -0.138275 0.0561146 0.22699 -0.338297 -0.203964 0.140264 0.336656 -0.0612261 -0.100533 -0.176969 0.305973 internal_count=39006 30943 20124 11532 3626 1702 7906 8592 10819 4865 8063 1109 2067 1924 5211 5608 1138 1439 5463 3024 2798 1074 6768 1470 2013 1694 3727 3392 2606 3450 Tree=210 num_leaves=31 split_feature=13 84 10 25 41 66 17 53 41 25 41 86 85 87 24 74 31 40 61 39 65 66 39 24 87 71 24 66 13 24 split_gain=71.7384 31.6044 30.2368 37.2133 18.6815 18.0609 16.4088 13.401 13.1096 12.9741 12.5168 12.4647 12.6805 12.0939 13.8285 10.2859 10.0954 9.31817 9.05973 11.3347 7.85384 6.65022 6.48565 6.23782 5.77536 5.68827 5.65909 5.45863 5.29831 5.2907 threshold=0 0 0 0 3 0 0 0 0 0 1 2 0 0 6 1 0 1 0 0 0 1 2 0 0 0 3 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 11 3 4 -2 9 8 -5 13 -3 27 12 -1 22 -15 28 18 25 19 -13 -12 24 -6 -21 -7 -16 -24 -10 -9 -25 right_child=2 5 -4 7 6 21 -8 15 10 -11 20 16 -14 14 17 -17 -18 -19 -20 23 -22 -23 26 29 -26 -27 -28 -29 -30 -31 leaf_parent=12 4 9 2 7 22 24 6 28 27 9 20 19 12 14 25 15 16 17 18 23 20 21 26 29 24 25 26 27 28 29 leaf_value=-0.0340158 0.0921278 0.00213938 -0.0300076 0.0542032 0.00978127 -0.0185629 -0.028288 0.00692524 0.0194501 0.0599527 0.0804816 -0.0323791 0.0693155 0.0783734 0.0739712 0.0044402 -0.0493004 -0.00363204 -0.0439476 -0.0248318 0.00814333 -0.0385704 0.00900926 -0.0128874 0.0576933 0.000920716 -0.0300541 -0.0141882 0.0810946 0.0343762 leaf_count=343 159 1123 3659 465 598 406 2382 101 628 243 257 4903 154 158 197 891 6715 3425 4353 868 141 1874 353 316 154 141 2782 765 103 349 internal_value=0 -0.28281 -0.0136269 0.0353247 -0.0360646 -0.0417507 -0.049333 0.318372 -0.000898502 0.142235 0.191358 -0.354435 0.148337 -0.0576538 0.0395385 0.156844 -0.372003 0.00499242 -0.310814 -0.233057 0.56456 -0.27587 -0.191798 -0.0117409 0.0522869 0.443788 -0.249261 0.0688791 0.58156 0.148912 internal_count=39006 21801 17205 13546 11986 3800 11827 1560 9445 1366 1791 18001 497 7654 3921 1095 17504 3763 10789 6436 398 2434 3733 1533 560 338 3135 1393 204 665 Tree=211 num_leaves=31 split_feature=33 33 33 33 33 42 33 53 33 53 24 53 86 24 15 31 24 75 31 85 24 47 63 41 66 61 32 41 71 63 split_gain=267.863 150.943 56.6606 27.0394 20.1895 17.1075 7.80269 5.82644 3.37223 2.59038 2.66069 1.5574 1.38724 0.970292 0.755922 1.05732 1.08175 1.15808 0.652021 0.748135 0.640834 0.626875 0.35458 0.343413 0.189772 0.175927 0.143573 0.083114 0.0724566 0.0724018 threshold=0 1 2 3 4 1 5 0 6 0 0 0 1 0 0 0 0 0 6 0 1 0 0 0 3 0 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=18 14 9 7 11 -6 -7 -4 -8 10 -3 -5 -10 23 15 16 17 21 19 -1 -12 -2 -18 25 -16 -14 -27 -11 -9 -17 right_child=1 2 3 4 5 6 8 28 12 27 20 -13 13 -15 24 29 22 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=19 21 10 7 11 5 6 8 28 12 27 20 11 25 13 24 29 22 17 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.0216522 -0.0267159 0.00622119 0.00740839 0.00863285 -0.0173707 0.0174029 0.0358899 -0.0541126 0.0472878 -0.041576 -0.0248703 -0.0234414 0.0624717 0.0767486 -0.0387602 -0.0431497 -0.0494503 -0.0528076 -0.05094 -0.0517768 -0.0532749 -0.00216269 -0.0309372 0.0543312 -0.0504654 0.0639723 0.0706646 -0.051655 -0.0436316 -0.0520125 leaf_count=242 268 184 186 102 154 150 153 184 158 196 183 150 716 151 243 179 558 146 28561 269 157 212 219 104 3061 208 164 841 106 801 internal_value=0 0.108788 0.329088 0.424967 0.48558 0.538141 0.575896 -0.154198 0.608016 -0.342263 -0.19095 -0.0652975 0.6322 0.649266 -0.449293 -0.401402 -0.340647 -0.242 -0.506594 -0.367375 -0.379385 -0.167518 -0.44376 0.631456 -0.494719 0.641184 0.670803 -0.497888 -0.503956 -0.504287 internal_count=39006 9934 4247 2686 2210 1958 1804 476 1654 1561 524 252 1501 1343 5687 2383 1403 626 29072 511 340 480 777 1192 3304 1088 372 1037 290 980 Tree=212 num_leaves=31 split_feature=3 41 41 10 24 10 56 24 41 74 56 19 24 19 10 71 39 32 66 19 41 3 10 30 71 7 13 37 75 41 split_gain=239.978 165.542 75.0146 73.426 51.7052 41.5604 39.4857 36.4354 31.4739 30.4537 29.3386 24.564 22.0565 21.4824 19.2367 13.4303 13.4203 13.0959 12.2516 11.9645 11.692 11.6642 9.93338 8.55257 8.45806 7.67819 7.32019 7.17654 7.04219 6.96011 threshold=0 0 1 0 0 1 2 0 2 0 1 0 1 1 2 0 0 0 5 0 0 1 0 1 0 0 0 0 0 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 7 6 11 -5 -1 15 17 14 28 22 21 -13 -7 25 23 -4 -9 -16 -14 -6 27 -12 -22 -3 -20 -2 -8 -10 right_child=4 2 8 5 12 9 10 18 29 -11 16 13 20 -15 19 -17 -18 -19 26 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=6 27 25 17 5 21 14 28 18 29 9 23 13 20 13 19 15 16 17 26 19 24 21 22 23 24 25 26 27 28 29 leaf_value=0.0628127 0.0470955 0.0447245 0.0288285 -0.0207163 0.0130894 -0.00864739 0.0303123 0.0515169 0.0374185 -0.0205033 0.0389282 0.046419 -0.0298669 0.00150337 0.0574841 -0.0149517 -0.0451745 -0.0127105 -0.0078939 0.00211176 0.0282616 0.0461263 0.0586861 -0.0283432 -0.0128165 0.00610022 -0.0339398 0.0120584 -0.0192155 0.0601593 leaf_count=253 772 660 769 2088 867 336 611 111 529 493 126 719 815 685 792 339 9628 523 914 143 370 621 2959 8430 353 318 2046 282 352 1102 internal_value=0 -0.016837 0.216733 -0.177549 0.372926 0.0703943 -0.290904 -0.0117567 0.399373 0.253076 -0.314869 0.468597 0.15335 0.261762 0.38756 0.2409 -0.351681 0.163345 -0.192346 0.493756 -0.0456927 0.301702 0.537871 -0.268728 0.0991987 0.344247 -0.22953 0.379986 0.141254 0.532852 internal_count=39006 30563 7311 23252 8443 3852 19400 4388 2923 1764 19147 5417 3026 1404 1271 1317 18184 1292 3071 935 1538 1488 4013 8556 723 978 2960 1054 963 1631 Tree=213 num_leaves=31 split_feature=19 22 10 55 91 68 31 44 82 61 86 55 22 38 66 53 53 85 33 35 2 84 10 69 82 13 39 10 36 63 split_gain=55.3255 27.3497 25.7243 16.657 15.8762 14.4381 12.9218 11.3711 12.0009 11.1849 10.6128 9.38909 9.49623 9.30423 8.81591 8.46158 8.37067 8.26132 7.98715 7.94366 7.87386 7.79288 7.50905 7.22685 6.59825 6.21662 6.15386 7.87331 5.82362 5.6661 threshold=0 1 1 1 0 1 0 1 1 0 4 1 2 3 0 3 0 2 0 0 0 0 2 0 1 0 0 0 2 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 20 6 7 5 23 -3 -4 -9 14 -7 18 -13 -14 17 -6 19 25 -12 -15 21 -1 -16 -2 -8 -5 27 -19 -18 -24 right_child=4 2 3 9 15 10 24 8 -10 -11 11 12 13 16 22 -17 28 26 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 23 6 7 25 15 10 24 8 8 9 18 12 13 19 22 15 28 27 18 19 20 21 29 23 24 25 26 27 28 29 leaf_value=0.012462 0.00497317 -0.0153322 0.0552717 0.0557192 0.0379668 0.0701192 0.0746098 0.071648 -0.0175894 -0.0380312 0.0107981 0.0479337 0.0635902 0.0182287 0.0227721 -0.0287066 0.0304221 -0.00391294 0.0615156 -0.0205023 -0.0209092 0.0653008 0.00761524 0.0540135 0.0158191 -0.00631783 -0.0319477 -0.0435659 -0.0196559 -0.0340635 leaf_count=517 263 1874 111 191 178 131 109 101 1543 9758 476 163 101 1227 239 1560 154 2459 180 557 271 166 357 500 818 420 2717 1121 2629 8115 internal_value=0 -0.203115 -0.225586 -0.261206 0.0529287 0.10353 0.034083 0.00959225 -0.0911401 -0.286356 0.0538518 0.0345706 -0.0146293 -0.0428685 -0.233161 -0.211832 -0.0641547 -0.146101 0.265692 0.0725559 0.212038 0.336239 -0.304029 0.395656 0.239608 0.18548 -0.184958 -0.10525 -0.162219 -0.321957 internal_count=39006 30887 29933 27132 8119 6381 2801 1755 1644 25377 5618 5487 4831 4668 15619 1738 4567 6908 656 1784 954 683 8711 763 927 611 6297 3580 2783 8472 Tree=214 num_leaves=31 split_feature=37 13 74 37 13 24 41 74 65 85 7 7 77 85 38 1 42 8 39 15 37 82 46 4 74 24 63 84 46 77 split_gain=126.409 84.5356 59.5015 51.4367 47.0923 32.0732 24.959 24.6437 23.3068 23.2837 21.972 19.0503 18.7871 17.6556 17.6376 17.5838 16.7575 16.5483 14.4308 14.2553 13.348 12.6778 12.316 12.2869 11.4979 11.3621 12.2866 10.8343 9.91527 9.79867 threshold=0 0 0 1 1 0 0 1 2 0 0 1 1 1 2 2 1 2 0 0 2 2 2 1 0 0 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 8 6 11 16 10 -4 -1 27 14 -3 25 -11 -2 -14 -5 -17 24 -9 -18 -19 -23 -13 -16 -10 -27 -7 -24 -12 right_child=3 4 7 5 -6 9 -8 19 12 13 29 23 15 -15 18 17 20 21 -20 -21 -22 22 28 -25 -26 26 -28 -29 -30 -31 leaf_parent=8 14 11 7 16 4 27 6 19 25 13 29 23 15 13 24 17 20 21 18 19 20 22 28 23 24 26 26 27 28 29 leaf_value=0.0343093 0.0692092 0.0320305 0.00458108 0.00335905 -0.043633 0.049708 -0.0187054 0.0445811 -0.00636322 0.0281592 0.0742653 0.0620858 0.0769184 -0.0237687 -0.00525656 0.0343993 0.0349905 0.0429103 -0.0241914 0.00675853 0.063128 0.0377144 0.0137967 -0.018226 0.0356868 0.0669581 -0.000358965 0.0134633 -0.0226072 0.0280922 leaf_count=647 105 607 2027 240 8608 601 2063 1189 344 420 132 101 111 769 894 286 869 151 1235 508 1156 105 385 3292 326 160 137 474 10168 896 internal_value=0 -0.0623532 0.0328543 0.221784 -0.274831 0.347199 0.0579883 0.229182 -0.0721688 0.176527 0.151794 -0.0493232 -0.102022 -0.0389754 0.0272705 -0.140882 0.479715 -0.153451 -0.0252387 0.362811 0.526769 -0.175391 -0.189832 -0.144837 0.116993 0.173612 0.39459 0.35084 -0.205147 0.376506 internal_count=39006 28826 16218 10180 12608 4529 5651 3724 12494 2264 3588 4000 11847 1189 2560 11206 2265 11095 2455 1697 2025 10809 10658 3393 1220 641 297 1075 10553 1028 Tree=215 num_leaves=31 split_feature=66 35 61 35 63 63 63 66 61 47 39 61 33 53 57 75 61 29 39 85 87 40 66 31 41 10 61 39 43 24 split_gain=141.059 82.0326 41.3116 36.6896 27.3207 23.7832 20.6565 24.481 20.6047 20.8262 18.5036 17.8775 17.0443 23.0134 15.3783 14.6085 13.8132 13.6624 12.2371 11.7198 11.707 10.7764 10.4538 10.4359 10.3943 10.2905 10.2507 9.22147 9.16399 10.5122 threshold=0 0 0 1 0 1 0 1 0 3 0 0 0 0 1 0 1 1 1 0 0 1 1 0 0 0 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=8 2 17 20 10 22 7 -5 -1 -10 12 -8 13 15 -12 -4 -11 23 -18 -15 25 -19 -6 -2 -24 -3 -13 -16 -9 -30 right_child=1 3 4 6 5 -7 11 28 9 16 14 26 -14 19 27 -17 18 21 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31 leaf_parent=8 23 25 15 7 22 5 11 28 9 16 14 26 12 19 27 15 18 21 18 19 20 21 24 23 24 25 26 27 29 29 leaf_value=-0.044987 0.0600729 0.0177991 0.059047 -0.0488036 -0.0331043 -0.045513 -0.0100385 0.0514408 0.0751108 -0.0426183 0.0557897 0.00326701 0.00487654 -0.00737107 0.0115028 0.145851 0.0253374 0.00671684 -0.0203692 0.0590571 -0.0258811 -0.034543 -0.00624235 -0.0278109 0.0464405 -0.0196073 0.0380718 -0.0214137 -0.0271818 0.0390974 leaf_count=9322 312 1462 272 154 473 1248 883 1467 133 2861 166 456 710 507 885 140 464 783 2245 203 1137 7997 562 314 381 785 830 1457 152 245 internal_value=0 0.0571291 -0.0903096 0.209812 0.0352238 -0.182381 0.301137 0.419122 -0.328837 -0.195766 0.150841 0.163541 0.328813 0.518819 0.00422908 0.915703 -0.231861 -0.267825 -0.110759 0.214971 -0.0146054 -0.304805 0.0490468 0.213278 0.183979 0.0779783 0.27886 -0.0672044 0.458518 0.208764 internal_count=39006 23981 16410 7571 7004 2664 4187 2018 15025 5703 4340 2169 1832 1122 2508 412 5570 9406 2709 710 3384 8780 1416 626 943 2247 1286 2342 1864 397 Tree=216 num_leaves=31 split_feature=7 39 42 77 16 41 66 80 46 80 16 46 13 10 6 65 67 25 85 9 31 72 87 59 68 79 61 91 21 61 split_gain=47.5293 25.735 14.1887 14.1418 13.3695 11.9245 11.2644 10.6916 10.2128 8.80561 8.26122 7.68084 7.21551 8.07379 7.31118 6.86687 6.34091 7.32009 10.0744 7.27328 5.23243 5.03663 4.55995 5.45801 4.42847 5.70084 4.28324 4.18091 5.63384 4.05231 threshold=0 0 1 3 3 0 0 1 2 2 4 1 0 0 1 0 1 0 0 1 0 2 0 1 1 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 -2 -1 -5 6 26 29 -8 -9 -10 -12 13 14 -11 -7 -13 19 -19 -18 -3 -16 23 -21 25 -15 -4 28 -28 -6 right_child=2 20 5 4 7 15 8 9 10 12 11 16 -14 24 21 -17 17 18 -20 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=3 2 20 26 4 29 15 8 9 10 14 11 16 12 25 21 15 19 18 18 23 20 21 22 23 24 25 28 27 28 29 leaf_value=0.0699665 -0.0444165 -0.0463261 -0.0315873 0.0563796 -0.00354088 -0.035022 0.0789431 0.0658276 0.0641901 0.0262688 0.0431958 0.0316264 -0.0385644 0.045642 -0.047542 -0.0038017 0.0392699 0.00625864 0.115976 0.0258066 -0.0274694 -0.0152778 -0.0281721 -0.00751649 -0.0414506 -0.0524901 0.0793561 -0.0317472 -0.00121051 0.0517502 leaf_count=109 910 10857 1005 131 263 1519 117 100 126 280 290 420 3539 130 577 1452 246 232 111 332 2846 5777 709 2265 3483 180 121 275 382 222 internal_value=0 -0.28222 -0.0376729 -0.196652 -0.208378 -0.0097636 0.047126 -0.221414 0.103043 -0.2401 0.0821613 0.0608174 -0.247925 -0.205736 -0.153249 -0.188868 0.0297476 -0.00625919 0.414717 -0.038105 -0.420168 -0.177737 -0.0713645 -0.0253636 -0.367543 0.0374332 -0.179679 -0.00065233 0.173215 0.216637 internal_count=39006 28494 10512 14791 14682 9602 6631 14551 4848 14066 4731 4605 13966 10427 6634 2971 4315 3895 343 3552 13703 6354 3306 2597 3793 310 1783 778 503 485 Tree=217 num_leaves=31 split_feature=13 59 31 17 75 71 63 63 39 13 47 59 85 42 47 63 87 87 71 59 47 23 71 87 85 43 63 63 39 53 split_gain=91.744 62.6556 38.0815 34.1079 29.6386 23.7778 33.8183 37.6059 33.5103 21.2326 21.0154 18.8122 16.8482 16.5617 16.4454 16.4133 16.1946 15.4197 15.0221 14.4601 14.2972 14.0154 13.8216 12.9218 11.0855 11.0005 10.8089 10.7104 9.62511 9.18502 threshold=0 0 0 0 0 0 0 1 0 1 0 0 0 1 1 0 0 0 1 0 0 0 2 0 0 0 4 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 9 5 16 6 8 -8 13 19 11 12 -11 20 -12 -16 -4 -5 -7 28 -1 -20 -23 -3 -10 -25 -9 -28 -2 -24 right_child=2 23 4 17 -6 18 7 26 24 10 14 -13 -14 -15 15 -17 -18 -19 21 -21 -22 22 29 25 -26 -27 27 -29 -30 -31 leaf_parent=20 28 23 16 17 4 18 7 26 24 12 14 11 12 13 15 15 16 17 21 19 20 22 29 25 24 25 27 27 28 29 leaf_value=-0.0291452 0.000653227 -0.0371023 -0.00441201 -0.0269532 -0.0256171 0.0063716 -0.0217086 -0.0150175 -0.00708452 0.0339594 0.0179655 -0.0229367 0.0128915 -0.0294751 0.0438114 0.0206446 0.0251822 0.00909644 0.014189 -0.0182899 0.0743549 0.00529454 0.0699994 0.0173617 0.0247506 -0.0368841 -0.00360867 0.035791 0.0217341 0.0322468 leaf_count=124 1372 5127 1359 2889 1571 1300 1188 147 903 1362 1280 398 2284 4211 2805 963 1175 748 587 918 129 219 386 571 655 505 362 1492 1743 233 internal_value=0 -0.000490187 0.1925 0.0519722 0.0179218 0.0962917 0.034287 0.173871 -0.088098 0.22828 0.263644 0.181249 0.207803 -0.242646 0.329078 0.379737 0.1222 -0.168027 0.228001 0.109613 0.285238 0.326116 0.4565 -0.289436 0.117464 -0.0400752 0.277878 0.312445 0.152169 0.556742 internal_count=39006 21776 17230 15573 4105 11936 9211 3189 6022 13125 9092 4044 3646 4464 5048 3768 2534 3637 2725 4033 253 1425 838 6203 1558 1076 2001 1854 3115 619 Tree=218 num_leaves=31 split_feature=59 87 71 85 84 66 21 63 63 63 39 13 47 59 84 87 66 23 84 39 31 75 91 79 79 47 91 85 66 41 split_gain=85.74 50.8794 32.837 28.8247 20.8298 18.7486 18.3111 22.974 31.8195 23.4072 16.652 16.0986 14.327 11.5843 11.3951 11.2481 9.53804 9.34663 9.60551 9.25464 10.7249 10.1647 8.24242 7.92354 10.3802 7.79925 7.67471 7.63449 7.23256 7.82016 threshold=0 0 0 1 0 0 0 0 1 2 0 0 3 1 0 6 4 0 0 0 0 0 0 1 0 4 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 19 27 17 7 10 -9 -10 14 26 -13 28 -5 -14 -17 -4 -19 20 -1 -22 -7 -18 -25 -21 -3 -2 29 -6 right_child=4 11 5 6 13 22 -8 8 9 -11 -12 12 15 -15 -16 16 23 18 -20 25 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=20 27 26 17 14 29 22 6 8 9 9 10 12 15 13 14 16 23 18 18 25 21 21 22 24 24 25 26 27 28 29 leaf_value=-0.0261209 -0.0448354 0.0097186 0.0334815 -0.0389736 0.00302704 0.00640006 -0.0349633 -0.0269275 -0.0369619 0.0424029 -0.00372331 -0.0127537 0.0560757 -0.0372565 0.0105806 -0.0134929 -0.00614477 -0.0214006 0.0317174 -0.0345276 0.0280127 -0.0330974 -0.0280207 0.0247896 0.0713225 0.0208392 -0.025529 -0.021444 -0.00714755 0.0609613 leaf_count=552 5588 2674 1513 3835 220 2253 2890 1240 325 670 2044 472 296 883 309 267 302 429 205 113 335 177 642 5464 199 1501 492 2075 866 175 internal_value=0 0.0905245 0.00839899 -0.0591743 -0.246313 0.148302 -0.137539 -0.0822847 0.103557 0.300709 -0.182014 0.18676 0.232753 -0.0204115 -0.324593 0.251393 0.233468 0.267955 0.0376335 0.0978696 -0.0488363 0.133378 0.00979443 0.246972 0.260862 0.178778 0.068674 -0.354007 0.0986012 0.304448 internal_count=39006 29199 19033 13991 9807 5042 11313 8423 2235 995 6188 10166 7000 2144 4144 6528 6232 2147 634 2678 1064 512 2895 5965 5663 1614 3166 7663 1261 395 Tree=219 num_leaves=31 split_feature=87 23 41 17 25 23 31 59 10 78 25 55 34 39 66 91 59 66 10 65 47 59 34 52 59 69 39 66 25 61 split_gain=67.9222 35.3385 30.4709 27.7894 24.7421 18.5577 14.5427 13.6446 13.5358 12.8677 12.5622 10.0251 8.1055 7.82464 7.9493 7.5863 7.26514 6.93707 6.65307 6.40938 6.08365 6.33894 6.05006 6.47901 5.60648 5.59017 5.44848 5.05095 6.58082 4.6986 threshold=0 0 3 0 0 0 0 2 0 3 0 1 0 0 0 0 0 0 0 0 1 0 1 1 0 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 7 24 4 5 15 11 19 10 -3 17 -7 -12 -11 -15 22 -6 20 -18 -1 -9 -22 -4 -24 -2 26 -13 28 -16 -17 right_child=2 9 3 -5 16 6 -8 8 -10 13 12 25 -14 14 27 29 18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 24 9 22 3 16 11 6 20 8 13 12 26 12 14 28 29 18 17 18 19 21 21 23 23 24 25 26 27 28 29 leaf_value=0.0914279 0.132544 0.025592 -0.0394297 -0.026459 0.0231417 0.0535173 -0.0393392 0.0267789 -0.0403628 -0.0448462 0.0286032 -0.019408 -0.0284681 -0.0104665 -0.0324114 0.0703953 0.0757881 -0.0290827 0.00314585 -0.0023933 -0.0148181 0.0308997 0.0386545 0.00560449 0.0523647 -0.0245274 0.011282 -0.0449357 0.0300703 0.0213406 leaf_count=132 115 198 168 3212 531 207 1841 350 2671 10857 544 651 232 1489 961 172 210 2209 146 115 2787 154 419 2189 122 1006 1386 3385 237 310 internal_value=0 -0.251171 0.0156632 -0.0042711 0.0616533 -0.000159622 -0.125095 -0.11252 -0.132992 -0.364272 -0.0820538 -0.0291833 0.172925 -0.380989 -0.285031 0.137739 0.371442 -0.141675 0.612846 0.545833 -0.0722302 -0.111383 0.0853432 0.114543 0.939696 -0.071852 0.0114297 -0.373365 -0.174906 0.42052 internal_count=39006 26321 12685 12448 9236 8349 5091 9194 8947 17127 6276 3250 776 16929 6072 3258 887 5500 356 247 3291 2941 2776 2608 237 3043 2037 4583 1198 482 Tree=220 num_leaves=31 split_feature=85 69 74 10 87 65 75 84 25 91 0 10 16 39 71 71 53 32 91 32 75 7 41 47 53 37 32 84 91 66 split_gain=68.5305 44.1933 35.0716 33.4478 15.3273 15.3402 12.0205 9.32522 8.12287 6.40928 6.26579 4.52734 4.24432 4.17128 4.02481 4.61004 3.76254 3.59124 3.39953 3.3086 3.23615 2.70081 2.28319 2.23172 2.20611 2.17288 2.45386 3.29824 2.7346 2.01853 threshold=0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 1 0 0 0 1 1 1 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 4 5 6 7 8 10 -6 -1 22 -12 -11 18 -16 -10 -7 19 -14 23 -21 -5 -8 -19 26 -3 28 -28 -4 right_child=-2 25 29 11 9 17 20 -9 16 13 12 -13 14 -15 15 -17 -18 24 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=10 0 26 29 22 9 17 23 7 16 13 12 11 19 13 15 15 16 24 18 21 20 21 22 23 24 25 28 27 28 29 leaf_value=-0.0213676 -0.0465485 -0.04431 -0.028006 -0.00667833 -0.032804 -0.0401726 -0.0390611 -0.0192153 0.0143572 0.0442092 -0.00632444 -0.049011 0.049349 -0.0260309 0.0269599 -0.0327661 -0.0358803 0.0332411 0.0499634 0.0438648 -0.0449748 0.0193196 -0.0433998 0.0104054 -0.0211892 -0.0493796 -0.0295137 -0.0492487 0.00922249 -0.048733 leaf_count=251 15975 2124 1010 561 1471 755 126 569 267 128 225 3102 386 184 294 247 357 102 629 274 342 1145 412 253 214 3515 594 594 365 2535 internal_value=0 -0.132872 -0.0468481 0.0203742 0.0943409 0.14546 0.190815 0.232656 0.264646 -0.207613 0.301028 -0.361058 0.322088 0.162577 0.341924 0.111961 -0.0852159 -0.252827 0.375063 0.315944 -0.186011 0.256414 -0.17887 -0.0249667 0.0249834 -0.413989 -0.350404 -0.239324 -0.119148 -0.419702 internal_count=39006 23031 15839 12294 8219 6436 5365 4644 4075 1783 3451 4075 3200 312 2975 541 624 1071 2434 1805 721 1419 973 379 316 7192 3677 1553 959 3545 Tree=221 num_leaves=31 split_feature=3 41 41 10 10 59 59 10 74 10 41 13 10 59 59 59 10 59 10 59 69 10 61 59 39 10 32 7 39 59 split_gain=219.968 144.003 66.9429 65.3988 50.2499 39.7619 36.8099 33.5392 29.4724 27.9216 26.4173 26.3342 26.1312 25.4466 20.4744 25.6178 18.0474 17.3248 16.7408 16.4116 15.6627 14.3222 13.9911 13.615 12.3441 11.3351 11.0159 10.1445 9.67986 8.35303 threshold=0 0 1 0 0 0 0 1 0 1 2 0 2 1 1 2 2 0 3 2 0 4 0 0 0 3 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 11 6 5 22 24 29 16 20 26 23 17 -8 -7 -16 -9 -11 -14 27 -6 -20 -2 -3 -1 -18 -4 -15 -13 -5 right_child=4 2 10 7 9 14 13 8 -10 12 -12 28 18 19 15 -17 25 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 22 23 26 29 20 14 13 16 8 17 10 28 18 27 15 15 25 17 21 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0273727 0.0140509 -0.00200501 0.026864 -0.0325739 0.0414543 -0.00467406 -0.0281205 -0.00924208 -0.0220845 -0.0472321 0.0493558 -0.0012939 0.00369301 -0.049576 -0.0207291 0.0548252 -0.0149705 0.0356411 0.00479397 0.0433523 -0.00672867 0.0618711 -0.0260548 0.0333975 -0.0466956 0.0532852 -0.0114208 0.0235006 -0.0358025 0.000147268 leaf_count=8083 750 1256 773 1603 414 482 1651 340 494 151 1640 619 179 173 160 924 119 188 124 326 501 3312 1318 607 8993 817 526 147 1854 482 internal_value=0 -0.0192936 0.19906 -0.172212 0.357508 0.162979 -0.281344 0.0640519 0.230643 0.464343 0.371199 -0.01987 0.5255 -0.0154291 0.344939 0.449452 0.366112 0.058177 0.568817 0.223677 0.171817 0.595459 -0.0919565 0.143079 -0.361129 0.4723 0.154088 -0.147345 -0.226562 -0.187163 internal_count=39006 30503 7275 23228 8503 3634 19373 3855 1770 4869 2939 4336 3954 2297 1566 1084 1276 339 3615 646 915 3436 2068 1863 17076 936 1299 320 2473 2085 Tree=222 num_leaves=31 split_feature=37 44 31 49 49 49 22 42 85 76 39 61 69 65 31 66 89 31 16 84 80 91 92 59 66 29 30 8 10 19 split_gain=53.3366 31.1454 30.9687 20.7958 21.8591 23.5721 14.3332 17.0561 11.8456 14.7036 11.6177 11.433 9.67953 9.24163 8.10828 11.142 7.89325 7.97768 7.7305 7.54747 7.42919 7.31795 6.89221 5.8531 5.6511 5.45819 5.37348 5.0722 5.02243 5.01752 threshold=0 1 0 3 1 2 2 2 0 1 0 0 0 0 2 0 1 1 2 0 1 0 1 0 0 1 1 2 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 10 8 -3 21 -6 28 -8 18 -10 13 14 -9 -1 25 20 23 -18 -2 -11 -16 -5 -17 -14 -19 -7 -26 -24 -4 -21 right_child=2 3 6 4 5 11 7 12 9 19 -12 -13 16 -15 15 22 17 24 -20 29 -22 -23 27 -25 26 -27 -28 -29 -30 -31 leaf_parent=13 18 3 28 21 5 25 7 12 9 19 10 11 23 13 20 22 17 24 18 29 20 21 27 23 26 25 26 27 28 29 leaf_value=0.0227083 0.047234 0.0710239 0.0906913 0.0112423 0.0287406 -0.0526618 0.0846247 -0.00928557 0.0935302 -0.0209294 -0.0123125 -0.0381493 0.0773043 0.0888682 0.059862 0.0247267 -0.0137313 -0.0240271 -0.0294275 0.0516419 -0.0166817 -0.0419462 0.0208806 0.0173749 0.0622954 0.0206659 0.0192907 -0.0358534 0.0341711 0.00307569 leaf_count=322 133 111 124 1288 330 152 148 1436 131 1169 430 9517 159 155 103 197 728 179 3455 196 6819 237 169 144 144 599 1232 8379 126 694 internal_value=0 -0.200588 0.0446606 -0.225675 -0.234253 -0.26432 0.17905 0.136809 -0.130893 0.0293955 0.25364 -0.282733 0.10148 0.469192 -0.231177 -0.248358 0.178318 0.125419 -0.260738 -0.0343254 -0.151381 0.0489997 -0.330421 0.499523 0.201547 0.088704 0.242907 -0.346153 0.635432 0.146936 internal_count=39006 28808 10198 27901 27790 26265 4420 4170 5778 2190 907 25935 4022 477 16418 15667 2586 2283 3588 2059 6922 1525 8745 303 1555 751 1376 8548 250 890 Tree=223 num_leaves=31 split_feature=37 13 23 74 13 37 74 12 41 65 46 7 4 78 36 7 84 19 67 36 59 74 74 13 65 85 59 54 56 68 split_gain=119.082 75.5862 56.9269 51.3077 42.9177 32.2768 26.6592 21.7305 21.5936 20.9801 17.2177 16.6532 16.4416 15.849 17.423 15.7022 15.5989 19.3972 12.7167 12.9085 12.4458 12.217 16.8575 12.0473 11.4218 11.4139 11.0802 9.96078 9.85196 9.53703 threshold=0 0 0 0 1 1 1 10 0 2 2 1 1 2 1 1 0 0 2 2 0 4 2 0 2 0 1 2 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 23 9 11 8 -5 -7 15 -1 -11 -3 -12 -14 -15 -4 20 -18 -16 -20 -9 -8 -23 24 -2 -13 -22 -6 -28 -21 right_child=2 4 5 6 27 7 21 16 -10 10 12 25 13 14 18 -17 17 -19 19 29 26 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_parent=9 24 11 15 6 27 7 21 20 8 10 12 25 13 14 18 15 17 17 19 29 26 22 22 23 24 25 28 27 28 29 leaf_value=0.0319047 0.0528186 0.0290061 0.0523901 0.00222986 0.0415009 0.0950141 -0.00711207 0.0548338 -0.0129512 0.0465707 0.0347777 -0.000784636 0.033936 0.0135083 0.0290655 0.0144041 -0.0191678 0.03226 0.0368492 0.0314756 0.0456957 0.00676329 0.0503171 -0.0278613 -0.00428935 -0.0341478 0.0487944 -0.04428 -0.0152211 -0.0247967 leaf_count=658 174 604 437 2026 120 145 163 1220 1420 144 368 1896 279 988 243 1925 452 898 201 111 401 458 1054 1549 1237 1540 100 8442 317 9436 internal_value=0 -0.0615558 0.214997 0.0288618 -0.265967 0.288307 0.212433 0.392339 0.135615 -0.0697112 -0.0989647 -0.0525015 -0.116737 -0.138016 -0.15889 0.234531 0.360104 0.207402 -0.197783 -0.217128 0.449514 0.353974 0.404582 -0.0938505 0.0413397 -0.142877 0.274741 -0.42627 0.0411131 -0.234156 internal_count=39006 28731 10275 16129 12602 7315 3701 3533 3782 12428 11770 4040 11626 11258 10979 2362 3388 1350 9991 9748 2038 1675 1512 2960 1411 3436 818 8562 417 9547 Tree=224 num_leaves=31 split_feature=66 61 0 61 29 87 47 61 63 42 47 63 66 66 10 88 61 39 10 84 31 39 61 61 61 61 63 40 29 61 split_gain=128.063 76.4323 38.442 34.867 32.6315 26.5381 21.9822 21.7386 19.9708 23.1731 19.4171 19.1916 18.5203 17.6262 15.0935 14.2717 14.1418 13.9804 14.3767 13.0949 12.818 19.2477 11.3317 15.8924 16.6038 13.9692 11.3006 10.9599 10.0437 9.98753 threshold=0 0 5 1 3 0 0 0 0 1 3 1 1 1 0 0 1 0 0 0 0 0 2 3 4 5 2 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=7 4 -3 13 -2 12 19 -1 9 -8 -9 -10 -6 -4 20 -11 -12 18 -15 29 21 28 -18 -24 -25 -26 -13 -22 -14 -5 right_child=1 2 3 6 5 -7 8 10 11 15 16 26 14 17 -16 -17 22 -19 -20 -21 27 -23 23 24 25 -27 -28 -29 -30 -31 leaf_parent=7 4 2 13 29 12 5 9 10 11 15 16 26 28 18 14 15 22 17 18 19 27 21 23 24 25 25 26 27 28 29 leaf_value=-0.0450485 0.0721994 0.0883036 -0.0417861 -0.0218003 -0.0351488 -0.0393833 -0.0290226 0.0701524 0.0327571 0.0555086 -0.0424781 0.0213116 0.0845762 0.0255005 -0.0290815 0.0242616 -0.0344763 -0.0178527 -0.0249466 -0.0285114 0.0392042 -0.0214932 -0.0409062 -0.0384815 -0.0411112 0.0492918 -0.0247945 -0.017799 0.0257344 0.0258362 leaf_count=9388 112 187 1225 442 2434 4236 251 133 909 1447 2838 349 208 1273 1570 812 1321 1557 538 672 255 885 577 332 146 322 688 1925 1291 683 internal_value=0 0.0499795 0.163818 0.139871 -0.136989 -0.164942 0.224302 -0.323069 0.289813 0.397904 -0.185177 0.130434 -0.0768515 -0.0513086 -0.00589669 0.446654 -0.222029 0.0213597 0.14801 0.000362227 0.0642434 0.196256 -0.0997702 0.0301925 0.18578 0.35524 -0.0773707 -0.0959634 0.337133 0.135621 internal_count=39006 23949 11033 10846 12916 12804 6253 15057 4456 2510 5669 1946 8568 4593 6134 2259 5536 3368 1811 1797 4564 2384 2698 1377 800 468 1037 2180 1499 1125 Tree=225 num_leaves=31 split_feature=24 66 77 0 7 78 66 83 66 50 39 70 46 47 14 33 13 70 13 64 61 16 41 90 7 2 10 77 28 15 split_gain=47.8292 44.7809 20.3357 22.2081 19.4878 17.9154 15.0442 11.7165 10.3151 9.274 9.06448 8.3245 8.09893 7.71834 7.68932 6.51477 8.18589 7.04135 6.15977 9.9256 5.94294 5.84259 5.74139 5.68619 5.53744 5.62351 5.17651 5.7416 5.21114 7.24497 threshold=0 0 4 3 0 3 1 1 2 1 0 3 1 0 0 1 0 1 0 2 0 2 0 1 3 1 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 26 -3 -4 18 -5 -7 -8 -9 -10 12 -6 -11 -13 22 16 20 -17 19 -2 -14 -19 24 -21 -15 -26 27 -1 29 -29 right_child=4 2 3 5 11 6 7 8 9 10 -12 13 15 14 -16 17 -18 21 -20 23 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=27 19 2 3 5 11 6 7 8 9 12 10 13 20 24 14 17 16 21 18 23 20 21 22 23 25 25 26 29 28 29 leaf_value=0.0262515 0.0574325 0.107401 0.116512 0.0916004 0.0406068 -0.0236784 0.0805624 -0.0194009 0.0798608 0.0618758 -0.0154324 -0.0338228 0.0806695 0.064075 -0.0351793 0.0365127 -0.0290705 0.0382783 -0.0449644 0.0344311 0.0175907 -0.00484801 -0.0224731 -0.0338628 0.0633998 -0.00186658 -0.0447947 0.071008 -0.0294218 -0.0373242 leaf_count=154 147 103 107 120 202 2774 116 1587 133 154 1429 2042 178 135 976 340 125 160 9759 135 153 2134 940 6002 130 1244 3399 114 3883 131 internal_value=0 -0.0631701 0.0527378 0.0348287 -0.302026 0.0168472 -0.00167757 0.0590412 0.0403039 0.0941843 0.0743656 -0.151118 0.135712 -0.177443 -0.0888631 0.102801 0.37153 0.0519728 -0.378659 -0.301014 0.534465 -0.00408706 -0.00516906 -0.322258 0.0934874 0.0381591 -0.294747 -0.234029 -0.263043 0.180896 internal_count=39006 17294 9613 9510 21712 9403 9283 6509 6393 4806 4673 5669 3244 5467 3425 3090 456 2634 16043 6284 331 2294 2449 6137 1509 1374 7681 4282 4128 245 Tree=226 num_leaves=31 split_feature=32 59 3 7 78 56 87 32 17 39 39 65 47 47 14 32 59 10 31 54 85 31 85 25 70 56 88 66 14 23 split_gain=84.507 66.125 40.462 30.9236 25.8225 23.8826 23.5691 21.0148 26.2184 18.6566 18.5531 18.497 16.4819 15.2973 15.7072 15.2708 12.8351 12.7343 12.5433 12.3088 11.9079 11.1334 10.873 10.85 11.1177 9.733 9.29327 8.83879 8.55697 8.55304 threshold=0 0 0 0 2 1 0 1 0 0 1 0 0 0 0 2 1 0 0 1 0 0 0 0 1 1 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 11 -2 -6 -3 8 23 -5 -11 13 -8 14 18 26 -14 -4 -1 -15 -17 -12 -13 24 -7 -21 -9 -16 -25 -27 right_child=4 6 17 9 5 7 12 15 -10 10 21 22 16 19 27 20 -18 -19 -20 25 -22 -23 -24 28 -26 29 -28 -29 -30 -31 leaf_parent=18 4 6 17 9 5 24 12 26 8 10 21 22 16 19 27 20 16 17 18 25 20 21 22 28 24 29 26 27 28 29 leaf_value=0.00282674 -0.0360477 -0.0372734 -0.0102256 -0.0289754 -0.0141634 -0.00415729 -0.0358103 0.0262471 -0.00710474 -0.0217768 0.0313372 -0.0237771 0.0391806 -0.0132509 0.0463607 0.0485879 -0.0220068 -0.0471742 -0.0377785 -0.0303484 0.0278457 -0.0234211 0.00689465 -0.0364807 0.02566 0.0360578 0.00353803 0.0143015 0.0217105 0.0201674 leaf_count=2348 388 5459 1098 2335 909 455 619 2236 1814 741 496 1014 415 328 240 1366 346 1942 728 177 1356 168 825 402 4032 1158 762 1110 160 3579 internal_value=0 0.0214012 0.0645073 0.0919287 0.204627 0.214602 -0.25313 0.229495 0.159472 -0.0987526 0.0381355 0.128523 0.00673834 0.155696 0.0756201 0.298953 0.195752 -0.241028 -0.0149604 0.214701 0.381125 0.212557 -0.0545586 0.212333 0.231936 0.233719 0.213279 0.201865 -0.103891 0.243971 internal_count=39006 25126 18287 15247 13880 13492 6839 12583 6863 3740 1405 11507 1380 9668 4426 5720 761 3040 3076 5242 2722 664 1839 5049 4487 4914 2998 1350 562 4737 Tree=227 num_leaves=31 split_feature=25 85 14 39 14 13 76 39 17 24 91 91 39 39 0 28 91 47 70 14 67 39 87 38 92 55 31 23 47 47 split_gain=70.7765 44.8747 62.3284 36.2572 18.9607 18.6018 15.2079 15.2109 14.9844 14.6687 12.5121 11.4149 11.4025 15.1874 14.1487 19.5905 10.6365 10.3648 9.46313 11.8431 8.62061 8.47673 7.99882 9.2746 7.87413 8.89913 7.19524 7.17672 10.0361 7.50749 threshold=0 0 0 0 4 0 4 0 0 0 0 0 1 2 2 1 0 0 1 0 1 0 0 1 1 1 6 0 5 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 -1 17 -5 -6 8 10 -2 18 24 16 -14 15 -15 -9 -3 -8 22 -16 -11 23 -20 -4 -26 -27 28 -22 -29 right_child=9 4 11 5 6 -7 7 12 -10 21 -12 -13 13 14 20 -17 -18 -19 19 -21 27 -23 -24 -25 25 26 -28 29 -30 -31 leaf_parent=3 9 17 24 5 6 5 18 16 8 21 10 11 13 15 20 15 16 17 23 19 28 21 22 23 25 26 26 29 28 29 leaf_value=-0.0366665 -0.0439411 0.0280502 -0.0351257 -0.0265056 -0.0614215 0.0100407 0.0324172 0.0117444 -0.0197423 -0.0343453 -0.0321364 -0.0157557 0.00813471 0.1119 0.0603453 0.00883035 -0.0281207 0.102526 0.0361779 0.0241662 0.085281 -0.00407402 0.0103203 -0.0187302 0.048758 0.0436511 0.012019 0.0319887 0.0272459 0.00374982 leaf_count=7733 4956 102 161 1880 125 2139 526 2471 1066 1438 372 880 1776 106 220 119 413 124 129 918 121 1620 978 1144 298 183 3565 401 1913 1129 internal_value=0 0.0736316 -0.0322883 -0.192591 0.137836 -0.0230805 0.128579 0.133655 0.0496102 -0.262282 0.0929194 0.123842 0.178833 0.224169 0.284149 0.700867 0.0823019 0.636392 0.118264 0.0773378 0.256955 -0.142803 0.000400773 -0.121549 0.155996 0.169707 0.144312 0.235728 0.298964 0.132965 internal_count=39006 30992 16839 11752 14153 4019 13927 13802 5133 8014 4067 5087 8669 5785 4009 225 2884 226 3695 3169 3784 3058 2251 1273 4207 4046 3748 3564 2034 1530 Tree=228 num_leaves=31 split_feature=13 14 84 10 25 59 25 61 91 52 17 66 85 59 55 85 31 61 23 21 41 32 43 61 33 39 15 23 14 14 split_gain=64.6088 40.6756 35.5029 28.1521 31.3836 17.9936 17.0524 15.4441 16.8458 12.7704 11.6124 11.2329 11.0468 9.67154 9.62109 9.29857 8.85073 9.90755 8.84022 7.47066 7.04268 6.53697 6.43296 6.39731 6.21713 6.52351 6.02183 15.9494 5.71614 8.81071 threshold=0 0 0 0 0 2 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 12 11 4 5 19 13 8 9 15 14 21 -1 -4 -6 -7 17 20 23 -2 -14 28 -22 -9 25 -11 27 -10 -3 -30 right_child=3 2 6 -5 10 7 -8 18 26 24 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=12 19 28 13 3 14 15 6 23 27 25 10 11 20 13 14 15 16 17 18 19 22 21 22 23 24 25 26 27 29 29 leaf_value=-0.0443081 0.115444 -0.0185353 0.000879671 -0.0295277 0.0898345 0.0674687 0.0787804 0.00958895 0.108581 -0.0195229 0.000188907 -0.0435502 -0.0109691 0.0594179 0.0331427 0.00981074 -0.0427875 -0.0395771 -0.0323728 0.00983993 0.058622 -0.0395953 -0.0244924 -0.0203395 -0.0353847 0.00329341 0.0153741 -0.00159847 -0.0258414 0.0623956 leaf_count=11947 101 452 1292 3664 100 280 212 1026 185 1366 624 2633 1001 210 837 652 2143 909 2713 100 214 303 114 1249 640 3246 305 188 141 159 internal_value=0 -0.268537 -0.0389895 -0.00766879 0.0386502 -0.0282603 0.250849 -0.044106 0.0357978 -0.0130976 0.296346 -0.268726 -0.37133 0.116143 0.40146 0.267006 -0.242025 -0.129949 -0.180569 0.75762 0.0106606 -0.0422751 0.3482 -0.0625134 -0.0706044 -0.0372339 0.42147 0.645247 0.104244 0.325537 internal_count=39006 21730 5402 17276 13612 12051 1714 11850 6862 6184 1561 3688 16328 1502 937 932 4381 2238 4988 201 1329 1055 328 2275 5252 4612 678 373 752 300 Tree=229 num_leaves=31 split_feature=33 33 33 43 38 33 33 84 33 33 24 86 24 53 7 14 66 24 32 31 14 23 24 61 7 14 90 13 7 32 split_gain=244.956 135.875 50.7366 20.9244 16.3849 8.49407 9.85209 4.54186 4.31574 4.00828 3.69775 2.70985 2.9154 2.28061 2.21104 1.09885 1.44825 1.04647 1.00702 0.692988 0.918624 0.622735 0.918789 1.38167 0.520608 0.41322 0.265574 0.176506 0.123261 0.11681 threshold=0 1 2 0 1 4 3 0 5 3 0 1 0 0 1 1 1 0 1 6 0 0 0 0 0 0 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=19 15 13 4 18 -6 10 9 -8 -5 -7 -10 25 14 -3 16 -2 -16 -4 20 -1 22 23 -17 -18 26 -13 -19 -28 -27 right_child=1 2 3 7 5 6 8 -9 11 -11 -12 12 -14 -15 17 21 24 27 -20 -21 -22 -23 -24 -25 -26 29 28 -29 -30 -31 leaf_parent=20 16 14 18 9 5 10 8 7 11 9 10 26 12 13 17 23 24 27 18 19 20 21 22 23 24 29 28 27 28 29 leaf_value=-0.0516447 0.00126864 0.0173985 -0.0402331 -0.0464969 0.00584639 0.0381673 0.0237918 -0.0575787 0.0385386 0.0180158 -0.0166038 0.0506287 0.0830447 -0.0494502 -0.0124888 -0.0142507 -0.0518518 -0.0533739 -0.00566812 -0.0508016 -0.0172161 -0.0501755 -0.049473 -0.0524373 -0.027101 0.0617368 0.062308 -0.0359943 0.0573656 0.0686462 leaf_count=306 146 115 103 133 116 107 101 123 148 169 142 145 154 1044 140 311 327 137 157 28540 217 3552 855 284 231 157 238 131 552 125 internal_value=0 0.106813 0.320385 0.413153 0.468599 0.507107 0.537615 -0.105342 0.577265 0.0319621 0.110005 0.601181 0.62646 -0.33828 -0.19587 -0.445807 -0.301362 -0.307348 -0.178525 -0.50492 -0.357377 -0.469513 -0.399448 -0.288451 -0.403294 0.594319 0.575114 -0.446535 0.588603 0.650332 internal_count=39006 9943 4237 2670 2245 1985 1869 425 1620 302 249 1519 1371 1567 523 5706 704 408 260 29063 523 5002 1450 595 558 1217 935 268 790 282 Tree=230 num_leaves=31 split_feature=2 59 59 10 39 59 59 41 10 61 10 10 10 59 41 66 39 41 41 59 39 10 59 41 10 69 33 69 14 59 split_gain=207.92 155.507 81.2052 48.3971 45.828 44.536 33.9053 33.4017 32.77 27.2737 26.5952 23.8906 29.1037 19.2933 18.571 18.5628 18.1999 17.208 15.4861 15.4188 13.4379 12.1019 12.0376 11.774 10.4385 10.1423 9.94616 15.3237 9.48222 9.30313 threshold=0 0 1 0 0 2 3 0 0 0 1 1 2 0 1 0 1 0 0 4 0 4 0 1 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 17 9 7 26 -7 8 -1 -2 -10 29 22 -11 28 -12 18 -3 24 25 -19 -14 -13 -20 -6 -8 -4 -28 -9 -5 right_child=3 2 5 11 16 6 19 14 10 13 15 12 21 -15 -16 -17 -18 20 23 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=8 9 17 26 29 24 6 25 28 10 13 15 22 21 13 14 15 16 20 23 19 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.0281049 0.0386365 -0.0243497 -0.0142181 -0.0124817 -0.0411492 -0.00986702 0.04787 0.00704083 -0.033839 -0.0244987 0.0463867 -0.0442005 0.00234096 0.0187154 0.0350693 -0.00898733 -0.0435337 0.0284547 -0.0177262 0.0594537 -0.0159217 0.0582633 0.0261904 0.0379863 0.000593333 -0.0193312 0.0633327 -0.0218096 -0.0399347 0.0305046 leaf_count=8135 1076 2242 549 377 3279 250 126 863 813 1345 545 147 109 706 629 440 8271 486 612 1836 556 3534 180 248 490 104 144 135 351 428 internal_value=0 -0.0187628 0.214744 0.359831 -0.17 0.371804 0.477811 -0.0601446 -0.157534 0.140207 0.0869429 0.461698 0.516155 -0.0214369 0.158506 0.258605 -0.326096 -0.0839582 -0.175176 0.544495 0.0968657 0.562982 0.018429 0.0862738 -0.302958 0.154736 0.00146458 0.275732 -0.0414037 0.164837 internal_count=39006 31104 6428 7902 24676 3144 2316 11776 9933 3127 1798 4775 3970 2051 1843 985 12900 3284 4629 2066 1042 3643 327 860 3769 230 828 279 1214 805 Tree=231 num_leaves=31 split_feature=84 44 75 91 10 31 66 55 39 10 91 37 24 14 14 35 14 13 55 24 92 14 36 68 4 70 55 23 66 43 split_gain=47.1236 24.0171 22.5276 18.0794 19.1084 14.1315 11.8852 11.2632 10.7625 13.4197 10.2882 11.2041 9.61041 8.79738 8.8682 10.9477 8.13065 7.48599 7.31281 7.27955 7.23147 7.21272 6.91288 6.40684 6.39777 7.21726 6.30271 7.47836 5.72908 5.6077 threshold=0 1 0 0 1 4 0 1 0 0 0 0 1 1 0 0 0 0 1 1 1 1 2 1 1 1 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 18 5 4 12 -2 8 19 9 26 11 16 17 29 15 -15 28 -3 -1 -8 -9 -18 -22 -14 -4 -26 -6 -28 -7 -13 right_child=2 3 24 -5 6 10 7 20 -10 -11 -12 13 23 14 -16 -17 21 -19 -20 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_parent=18 5 17 24 3 26 28 19 20 8 9 10 29 23 15 14 15 21 17 18 19 22 21 22 23 25 25 27 27 28 29 leaf_value=0.0509213 0.0635944 0.0132657 -0.0207368 -0.0388069 0.0578322 0.017006 0.05787 0.0104531 -0.0254646 -0.0363298 -0.0354146 0.0170097 0.0522855 0.03615 -0.0228501 -0.022511 0.00145127 0.0782789 0.00480391 -0.00955238 0.0147475 -0.0447944 -0.0336661 -0.0101507 0.0576938 0.0211081 0.0177287 -0.0119989 -0.015849 0.0872003 leaf_count=171 110 338 145 6894 113 600 118 399 4051 1663 1122 126 122 531 736 253 408 181 1058 546 323 1363 10958 1512 288 1509 1124 1352 784 108 internal_value=0 -0.186471 0.0501004 -0.21121 -0.171566 -0.0490799 -0.207166 -0.274258 -0.111318 -0.0126485 -0.0751133 -0.0268152 0.0832496 0.126417 0.0468266 0.187015 -0.139174 0.386413 0.16528 0.0779173 -0.303674 -0.309318 -0.32133 -0.039519 0.23756 0.271858 0.0722604 0.0379378 -0.0118966 0.527911 internal_count=39006 30923 8083 29694 22800 6141 20647 12344 8303 4252 6031 4909 2153 1754 1520 784 3155 519 1229 664 11680 1771 11281 1634 1942 1797 2589 2476 1384 234 Tree=232 num_leaves=31 split_feature=19 13 13 19 14 41 89 87 19 4 36 23 47 41 65 10 71 36 59 71 24 77 23 25 68 37 24 85 2 37 split_gain=101.155 86.3742 47.854 45.1475 32.0642 22.8789 17.9664 17.9133 17.8768 17.5234 20.7227 17.8481 26.9333 17.3483 15.9334 14.6335 14.0215 13.7892 13.1796 12.8586 11.9912 12.885 11.685 11.5167 11.2545 10.8164 10.5678 10.416 10.1794 8.63521 threshold=0 0 1 1 0 0 4 0 2 1 2 0 0 0 0 0 0 1 0 0 0 1 1 1 1 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 7 13 5 9 -5 16 19 -1 -11 15 22 20 -6 27 25 -10 -7 -8 -2 -22 26 -24 -19 -3 -13 -12 -27 -14 right_child=3 2 -4 6 14 18 8 -9 17 10 11 12 29 -15 -16 -17 -18 24 -20 -21 21 -23 23 -25 -26 28 -28 -29 -30 -31 leaf_parent=9 20 25 2 6 14 18 19 7 17 10 27 26 29 13 14 15 16 24 18 19 21 21 23 23 24 28 26 27 28 29 leaf_value=0.0541735 0.0242951 0.00427602 -0.0433084 0.0885578 -0.0287943 0.00475528 0.0266148 -0.0348084 0.0593792 0.0513507 0.0139292 0.0492358 -0.00258628 -0.0161673 0.0144058 -0.0377221 -0.0236935 -0.00831791 -0.0280536 -0.00973342 0.0466611 -0.0106569 -0.0189 0.0487129 0.0365087 0.0634941 -0.00873482 -0.0233617 -0.0122315 0.0224648 leaf_count=354 1473 1689 9220 132 3649 1559 914 1331 595 404 1052 149 2827 1687 866 1216 972 174 1928 554 128 1319 180 1178 1150 281 568 690 191 576 internal_value=0 -0.0514497 -0.264842 0.210323 0.0438805 0.0905479 0.335516 -0.0478981 0.309743 0.139161 0.116877 0.0886484 0.15121 0.0509619 -0.19023 -0.0764576 0.056306 0.403741 -0.101778 0.152646 0.132909 -0.0187215 0.333708 0.433679 0.307948 0.168787 0.0958949 0.0260125 0.448128 0.0334348 internal_count=39006 30880 13684 8126 17196 12681 3519 4464 3387 9194 8840 8436 5478 4607 4515 2958 3133 1919 3487 1468 2920 1447 2075 1358 1324 2161 717 1742 472 3403 Tree=233 num_leaves=31 split_feature=66 61 35 0 39 63 66 63 63 10 61 19 61 31 85 39 15 39 38 19 85 35 65 36 43 24 24 61 61 61 split_gain=121.664 68.1217 35.508 38.9487 29.072 27.3158 22.5164 20.7804 20.5019 18.913 18.7399 17.5798 16.9687 16.0178 15.8739 15.4839 13.7008 13.4778 12.9254 15.8396 17.3576 11.4808 11.1952 12.1133 10.6128 10.4921 12.6927 10.1203 9.72022 9.06788 threshold=0 0 0 3 0 0 1 0 1 0 0 0 1 2 1 0 1 1 1 0 0 0 0 1 0 0 1 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=10 4 3 -3 5 6 -2 15 -9 16 -1 14 -12 -14 -4 18 -8 28 -5 20 24 -7 23 -18 -20 -13 -27 -28 -15 -17 right_child=1 2 11 7 -6 21 9 8 -10 -11 12 25 13 17 -16 29 22 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_parent=10 6 3 14 18 4 21 16 8 8 9 12 25 13 28 14 29 23 17 24 19 20 21 22 23 24 26 27 27 28 29 leaf_value=-0.0442143 -0.0293531 0.072227 0.00548639 -0.0292116 -0.0356228 -0.0408775 0.0635595 6.92594e-05 -0.0491011 -0.0249187 -0.0417533 -0.0116816 0.0658674 -0.0344736 0.04296 -0.0321865 -0.0279841 -0.0223655 0.0418128 -0.0171376 0.0882754 -0.00601389 -0.0289653 0.0360278 -0.021144 -0.00579036 -0.0109885 0.054464 0.0491304 0.00359836 leaf_count=9352 1384 212 460 203 4855 2536 418 1337 1222 776 2914 678 178 197 2071 1030 212 2174 613 345 288 1050 305 1394 285 376 150 367 232 1392 internal_value=0 0.0498712 0.157199 0.0250942 -0.128172 -0.0330936 0.105599 -0.0274817 -0.227251 0.204943 -0.319527 0.278049 -0.190985 -0.0619491 0.363856 0.0777957 0.296536 -0.122053 0.247669 0.329302 0.453465 -0.241232 0.189742 0.2709 0.255424 0.101667 0.227994 0.412309 0.266554 -0.0630688 internal_count=39006 23959 11029 6927 12930 8075 4489 6715 2559 3105 15047 4102 5695 2781 2531 4156 2329 2603 1734 1531 1186 3586 1911 1606 898 1571 893 517 429 2422 Tree=234 num_leaves=31 split_feature=7 13 14 76 16 35 35 47 14 75 7 10 34 46 65 65 9 35 7 37 75 16 19 75 74 75 63 90 10 90 split_gain=48.7445 25.9755 16.3875 16.2215 13.3746 13.106 10.9424 9.04217 8.90943 8.20907 7.56506 7.17183 6.74615 6.68928 6.5668 5.58671 5.25384 5.24559 5.56079 5.03803 5.36149 4.85027 4.79865 5.42989 4.75016 4.67778 4.62089 4.5848 4.40837 5.43998 threshold=0 0 0 2 4 0 0 0 0 0 3 0 0 1 0 0 2 4 5 0 1 2 0 0 1 1 2 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 4 -1 -2 8 12 -7 11 -4 14 16 13 -6 -8 -15 -5 -12 -19 20 -11 -18 -3 -24 -17 -25 -23 -9 29 -20 right_child=2 22 9 5 6 7 10 27 -10 19 17 -13 -14 15 -16 24 21 18 28 -21 -22 26 23 25 -26 -27 -28 -29 -30 -31 leaf_parent=3 4 22 9 16 13 7 14 27 8 20 17 11 12 15 14 24 21 18 29 19 20 26 23 25 24 25 26 27 28 29 leaf_value=0.101468 0.0699801 -0.0446051 -0.0355192 0.0510073 0.0398572 -0.0246307 0.0186774 0.0605452 -0.0425299 -0.00703188 0.0486783 -0.0374786 -0.0354037 -0.0154448 0.0974326 0.0553354 0.0395715 0.0580346 0.043115 -0.0236615 0.0723531 0.0282345 -0.0374775 -0.0296239 0.00136223 0.0344012 -0.0189059 0.00612605 -0.0159408 0.00406382 leaf_count=100 162 10803 2024 103 190 1270 145 113 3676 166 199 3467 960 2367 124 166 105 126 226 304 112 195 1516 291 679 334 5032 1519 729 1803 internal_value=0 -0.263353 -0.0111527 -0.175685 0.0462017 -0.186368 0.0253797 -0.0153642 -0.24699 -0.244535 0.126768 -0.193457 -0.0879386 -0.0315691 0.527135 -0.0734719 -0.13836 0.0891779 0.0604679 0.0626286 0.325839 -0.153077 -0.407962 -0.245052 0.130535 0.0405738 -0.169494 0.102964 0.0355102 0.0908145 internal_count=39006 28524 10482 15580 7876 15480 7714 2902 12578 2606 3352 8902 4362 3402 269 3212 5435 3083 2884 582 278 5332 12944 2141 845 625 5227 1632 2758 2029 Tree=235 num_leaves=31 split_feature=13 14 85 78 13 14 75 0 72 20 14 14 43 41 28 18 66 33 35 54 17 14 65 17 40 53 39 23 59 32 split_gain=74.8799 80.349 54.8507 32.8235 29.9836 20.3767 20.3202 18.2323 18.1836 15.298 15.0225 13.8471 14.5616 13.5017 13.4477 15.429 12.8191 12.5423 11.1532 11.0509 10.6854 10.6707 10.413 10.1279 9.67414 9.67177 11.1536 9.61033 9.08232 8.64555 threshold=0 0 0 2 1 1 0 1 2 1 0 2 0 0 1 1 0 0 0 1 0 0 0 0 1 0 0 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 25 -2 6 22 10 18 -4 -10 13 12 -7 -5 19 -16 17 -17 -6 -9 -18 -22 28 24 -11 26 -1 -13 -3 -12 right_child=3 5 8 4 7 11 -8 14 9 23 29 27 -14 -15 15 16 20 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 3 28 8 13 18 12 6 19 9 24 29 27 12 13 15 17 20 17 18 19 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.0314902 -0.0404821 0.0109293 0.0319084 0.00756551 0.0467114 0.0121059 -0.0220871 -0.038311 0.051828 -0.0340746 0.00606594 0.0491039 -0.0466844 -0.0267703 -0.0151181 0.0128014 0.031859 0.0369183 0.00921481 0.0100845 -0.0109915 0.0265381 -0.0287138 -0.0287448 0.0021844 -0.0416249 -0.00199525 0.0226676 -0.0335727 0.029529 leaf_count=4735 425 1182 461 1898 1002 818 1277 220 172 358 714 364 182 1035 343 3430 3550 604 306 473 482 475 622 1047 2331 6206 1015 1881 383 1015 internal_value=0 -0.00669207 -0.13756 0.16883 0.178285 0.144453 0.0582678 0.220251 0.0132691 -0.0387032 0.105467 0.209137 0.0436823 -0.00406682 0.196786 0.21158 0.223199 0.162546 0.396412 -0.0367487 0.282786 0.115983 -0.0226623 -0.0667903 -0.0174861 -0.3046 -0.220744 0.27072 0.0521861 0.209429 internal_count=39006 21757 16325 17249 16824 5432 5939 10885 4369 3908 4662 3245 1000 2933 9577 8884 8541 4034 1308 693 4507 957 2187 3736 2689 11956 5750 2245 1565 1729 Tree=236 num_leaves=31 split_feature=39 14 85 39 33 69 53 17 70 25 47 23 8 48 23 23 84 14 85 39 47 85 13 61 66 63 88 55 40 35 split_gain=67.3639 64.4952 55.4143 34.1612 27.0179 23.5592 17.7288 17.4744 15.4604 13.882 12.6589 12.5204 11.0933 10.4106 9.81172 16.9115 8.85026 8.2444 9.83193 7.9979 7.98481 7.9222 7.60018 7.58811 7.08782 7.13342 9.87486 6.95718 6.78741 6.7525 threshold=0 0 0 1 0 0 0 0 1 0 0 0 13 1 0 1 0 1 0 2 2 0 1 0 0 0 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 -1 6 5 11 24 8 10 12 -4 13 -3 -5 19 23 21 18 -14 -7 -15 -8 -21 -16 -2 26 -26 -19 -29 -22 right_child=3 9 7 4 -6 14 16 -9 -10 -11 -12 -13 17 20 15 -17 -18 27 -20 22 29 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=2 24 12 10 13 4 19 21 7 8 9 10 11 18 20 23 15 16 27 18 22 29 21 22 23 26 25 26 28 28 29 leaf_value=-0.0398136 0.016755 0.0583705 -0.032729 0.0733484 -0.003353 0.0219221 -0.0420564 -0.0327782 -0.00472486 -0.0291343 0.0418443 0.00382665 -0.0221268 -0.0184635 0.0211967 0.00612101 0.00124393 0.0584153 0.0134062 0.0168169 0.0183862 -0.00966021 0.0552836 0.0621312 -0.0170453 0.0153589 0.0421442 0.050607 0.0127189 0.0433558 leaf_count=11386 1518 118 109 152 2439 436 1809 1154 2805 781 401 2462 916 204 267 1181 987 125 638 180 1843 743 1149 446 1359 718 187 170 1937 386 internal_value=0 -0.0706497 -0.188927 0.125737 0.188663 0.231137 -0.000966886 -0.0416453 0.0162177 0.114277 0.2937 0.147494 0.144031 0.229227 0.348331 0.235094 -0.153075 0.120487 -0.0118709 0.434897 0.203491 -0.260466 0.500266 0.459363 0.0810096 -0.00764025 -0.104586 0.181724 0.156864 0.230445 internal_count=39006 20540 15855 18466 11145 8706 7321 4469 3315 4685 510 5047 3904 2585 3659 1894 3539 3786 1554 1765 2433 2552 1329 713 3782 2264 1546 2232 2107 2229 Tree=237 num_leaves=31 split_feature=23 39 59 10 31 41 71 61 61 84 84 21 25 41 39 39 25 25 85 13 53 13 25 47 65 3 87 14 47 47 split_gain=57.6601 42.5226 26.6885 22.2595 22.0606 19.8603 17.2339 15.2569 14.8656 12.3385 12.3595 11.5006 11.3267 9.82516 9.43503 8.15656 7.99758 7.71382 7.53011 7.57761 7.51375 7.26014 6.47539 7.02116 6.17432 5.33724 4.97863 4.99913 10.9924 4.97843 threshold=0 0 2 0 0 0 0 0 0 1 0 0 0 2 5 1 1 0 0 3 0 0 0 4 0 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 18 11 5 7 8 29 13 22 -8 20 -1 -9 -3 -15 -14 -17 -16 -2 -20 -11 -10 23 -4 -12 -19 27 -25 -29 -7 right_child=1 4 3 -5 -6 6 9 12 21 10 24 -13 15 14 17 16 -18 25 19 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_parent=11 18 13 23 3 4 29 9 12 21 20 24 11 15 14 17 16 16 25 19 19 20 21 22 27 24 25 26 28 28 29 leaf_value=0.0983425 -0.0451315 0.0710984 0.0551008 -0.0310624 -0.0334401 0.0140749 -0.0159205 -0.0283102 -0.0406193 0.0684982 0.0614931 0.0101016 -0.0261506 0.0707834 -0.0015933 0.00146826 0.0781403 0.0555003 0.029612 -0.030663 0.00855235 -0.0103817 0.0301882 -0.0184899 0.120591 -0.0143926 0.00946211 0.0828852 -0.00444044 -0.0170323 leaf_count=156 10140 140 224 3395 3537 754 138 2838 1041 176 185 214 344 171 2868 174 183 187 181 4068 325 1778 303 2013 102 209 1589 104 772 697 internal_value=0 -0.234002 0.0140241 -0.00961709 -0.0906285 0.0337836 0.218381 -0.00154717 -0.0384624 0.434231 0.540076 0.652923 -0.167581 0.12196 0.0828629 0.141366 0.375771 0.0451292 -0.382575 -0.270834 0.294781 -0.205453 0.0447114 0.00946826 0.842331 0.379943 -0.0111658 -0.0889203 0.0603832 0.0277744 internal_count=39006 25040 13966 13596 10651 10201 2377 7114 7824 926 788 370 3539 3575 3435 701 357 3264 14389 4249 501 2819 5005 4702 287 396 4478 2889 876 1451 Tree=238 num_leaves=31 split_feature=33 33 33 10 82 33 33 21 17 33 53 23 33 14 61 7 23 53 13 14 90 63 66 39 32 7 7 32 66 41 split_gain=236.353 125.742 43.9431 21.5745 13.654 10.1742 8.58044 5.5107 5.0265 3.45876 2.98872 3.49818 1.43297 1.35123 1.48706 1.69258 0.797412 0.851086 0.943826 0.73991 0.861344 0.712069 0.706178 0.411099 0.397147 0.350063 0.30398 0.251894 0.193385 0.0947277 threshold=0 1 2 0 1 3 4 0 0 5 0 0 6 1 0 0 0 0 0 0 1 4 0 0 0 1 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=21 13 10 4 -4 8 -7 24 -6 -8 11 -3 -11 14 15 -2 17 18 22 20 -14 -1 -15 -21 -5 -22 -13 28 -27 -18 right_child=1 2 3 7 5 6 9 -9 -10 12 -12 26 19 16 -16 -17 29 -19 -20 23 25 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=21 15 11 4 24 8 6 9 7 8 12 10 26 20 22 14 15 29 17 18 23 25 21 22 23 24 28 26 27 28 29 leaf_value=-0.0313374 -0.0358722 0.0146874 -0.0336207 0.000532725 0.0263478 0.0102201 0.0276267 -0.0492715 -0.0430583 0.0411717 -0.0492233 -0.0463895 0.0463755 0.000725066 -0.0469087 0.0177525 -0.044885 -0.0489269 -0.0462262 0.0623842 0.0659097 -0.0504749 -0.0321652 0.0742967 0.0183292 0.0580868 -0.0265081 0.0624789 0.0493824 -0.0510417 leaf_count=371 207 136 123 128 167 154 128 199 111 135 1032 214 170 101 386 125 634 877 329 208 273 28681 144 142 105 258 186 241 137 2904 internal_value=0 0.111491 0.317939 0.405335 0.465286 0.492142 0.530927 -0.102044 0.0647266 0.566494 -0.30357 -0.144736 0.589431 -0.434925 -0.273355 -0.101721 -0.462286 -0.381462 -0.286587 0.606176 0.581182 -0.502123 -0.165199 0.673448 0.0861569 0.604043 -0.366275 0.580368 0.550174 -0.50003 internal_count=39006 9954 4247 2679 2247 2124 1846 432 278 1692 1568 536 1564 5707 718 332 4989 1451 574 1429 1079 29052 245 350 233 909 400 636 395 3538 Tree=239 num_leaves=31 split_feature=10 41 79 59 71 10 39 59 69 41 71 10 59 10 59 23 10 41 41 41 41 41 10 59 59 71 21 59 7 66 split_gain=182.954 148.984 75.4731 46.6355 37.1119 26.044 25.7972 22.8647 21.3353 18.4335 17.8921 16.7708 15.8394 15.3203 13.8122 23.761 16.6758 13.3692 15.2223 12.8942 12.3174 11.8729 11.4765 11.3956 11.1675 11.1613 10.2157 9.7143 11.6475 9.14979 threshold=0 0 0 12 0 1 0 0 0 0 1 2 0 4 0 0 1 1 2 1 2 0 3 1 1 2 0 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 8 -1 7 21 12 19 14 -10 26 29 -5 -13 15 16 -2 -11 -19 -3 -21 -4 -15 -14 -9 -12 -6 28 -25 -7 right_child=2 4 5 6 10 11 -8 24 9 17 25 13 23 22 -16 -17 -18 18 -20 20 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_parent=3 16 19 21 12 26 29 6 24 9 17 25 13 23 22 14 15 16 18 18 20 20 21 22 28 24 25 26 27 28 29 leaf_value=0.0663927 -0.0177659 -0.00374281 -0.00519024 -0.0236533 -0.0124782 -0.0233848 -0.0400541 0.0167133 -0.0314593 -0.0150877 -0.00293924 0.00378587 -0.0181964 0.0148175 0.0384305 -0.0149247 0.0527291 -0.0179367 0.0590068 0.00243783 0.0426059 0.0329627 0.058192 -0.0524542 0.0471889 -0.047722 0.0264515 0.0406463 0.0325047 0.0323008 leaf_count=152 335 1830 508 8725 619 110 10889 560 1210 528 472 151 1019 199 801 1393 479 136 201 493 424 639 3538 133 1396 684 668 255 118 341 internal_value=0 -0.0439889 0.297508 -0.235011 0.169183 0.428069 -0.261896 0.263264 0.0870301 -0.0889159 -0.0589513 0.490655 -0.162585 0.531133 0.202359 0.0828331 0.349933 0.107286 0.339826 0.121189 0.259356 0.182567 0.557162 0.0336335 0.394721 -0.269884 0.109061 0.210532 -0.0915536 0.183907 internal_count=39006 28437 10569 21291 7146 5486 21139 4703 5083 2075 2443 4339 10250 3888 3008 2207 814 865 337 2747 917 1147 3737 1525 1956 1156 1287 506 251 451 Tree=240 num_leaves=31 split_feature=31 37 55 66 2 10 39 22 2 41 55 85 8 34 35 68 31 19 33 85 14 84 31 14 10 39 41 36 22 61 split_gain=49.1086 29.3379 21.0089 18.4276 14.4949 14.1137 12.903 12.3675 11.6269 9.27082 9.07087 8.26217 11.4171 10.0158 8.00165 10.1307 9.17057 7.82769 7.59807 7.06721 7.41916 7.05635 6.33142 6.27249 5.96822 5.89738 5.85358 5.50974 5.48389 5.22449 threshold=0 0 1 0 0 1 0 2 0 2 1 0 1 1 2 1 1 0 0 0 0 2 1 0 0 1 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 2 4 6 -2 22 8 -3 19 -9 -5 -7 -13 -14 -11 27 -17 21 -18 -1 -21 -8 -4 -20 -15 26 -19 -16 -12 -24 right_child=1 7 5 10 -6 11 17 9 -10 14 28 12 13 24 15 16 18 25 23 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 4 7 22 10 4 11 21 9 8 14 28 12 13 24 27 16 18 26 23 20 20 21 29 23 24 25 26 27 28 29 leaf_value=-0.0056931 0.0509081 0.0592205 -0.0213037 0.00220583 -0.0403627 -0.032076 0.0289256 0.0543826 -0.0333543 -0.0214915 0.000927043 0.0521824 0.049314 -0.0262065 0.000575096 -0.0151126 0.00603931 0.0547454 0.0213028 0.0291306 -0.0103121 -0.0312524 0.0406107 0.0703613 0.0302979 -0.0175767 -0.0286847 0.0595321 -0.0335096 -0.00729273 leaf_count=2831 371 250 314 824 230 4286 203 285 1609 423 365 178 167 1965 111 1114 1374 233 441 815 514 5706 330 160 140 565 113 296 12605 188 internal_value=0 0.0279789 -0.0949417 -0.199285 0.32154 -0.151751 -0.112036 0.173852 -0.0152818 0.134343 -0.292331 -0.216014 -0.0919848 -0.155864 0.101226 0.141242 0.0836437 -0.225875 0.16601 0.0424089 0.175117 -0.284301 0.12933 0.370922 -0.21438 0.0230548 0.312977 0.454515 -0.318597 0.256519 internal_count=39006 12623 8169 26383 601 7568 12589 4454 5769 4204 13794 6736 2450 2272 3919 3496 3089 6820 1975 4160 1329 5909 832 601 2105 911 346 407 12970 518 Tree=241 num_leaves=31 split_feature=23 37 29 39 14 89 47 23 89 37 89 23 41 7 23 25 74 77 85 74 14 14 12 7 55 4 12 70 32 14 split_gain=95.2474 76.3938 44.4889 42.283 32.1297 31.1082 29.2241 27.0313 26.2524 23.1033 20.8946 20.4941 19.211 17.4712 14.8494 14.8103 14.778 16.0762 12.3211 11.9322 11.6452 13.0094 10.8157 10.7813 10.6212 10.4957 10.2383 10.4481 9.72674 9.10793 threshold=0 0 1 0 0 3 0 1 2 1 2 2 0 1 1 0 0 1 0 1 1 2 10 1 1 1 11 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 2 -2 10 9 -4 7 -7 -8 12 -1 29 23 -10 -11 24 17 -12 28 -18 -6 -22 -16 -3 -13 -15 -24 -28 -5 -9 right_child=1 4 5 18 20 6 8 11 13 14 16 15 -14 25 22 -17 19 -19 -20 -21 21 -23 26 -25 -26 -27 27 -29 -30 -31 leaf_parent=10 2 23 5 28 20 7 8 29 13 14 17 24 12 25 22 15 19 17 18 19 21 21 26 23 24 25 27 27 28 29 leaf_value=0.077182 0.0295879 0.0539168 0.0806953 -0.00559077 0.0161727 -0.0166976 0.0502157 0.00645868 0.0053707 0.00692876 0.0439405 -0.027834 -0.0113943 0.020979 0.0901016 -0.00350202 -0.0081026 -0.0166379 -0.046455 0.0396797 0.0155034 -0.0397507 0.090139 0.0192329 0.0508149 -0.0254774 0.0123451 0.0456604 -0.0385703 -0.0453946 leaf_count=106 1254 319 144 1419 876 2430 184 1000 1516 380 147 101 1051 258 122 702 443 5038 4800 348 348 776 100 1284 1154 8593 307 1708 1615 483 internal_value=0 0.110823 0.00353096 -0.166902 0.259725 -0.0512251 -0.066711 0.0809581 -0.152782 0.322172 -0.0220516 0.209728 0.17643 -0.180377 0.420571 0.350975 -0.0509216 -0.123694 -0.342243 0.179926 0.00280011 -0.184331 0.464526 0.278323 0.45718 -0.233922 0.435536 0.408117 -0.208483 -0.0506451 internal_count=39006 25090 17819 13916 7271 16565 16421 5870 10551 5271 6082 3440 2654 10367 2617 1957 5976 5185 7834 791 2000 1124 2237 1603 1255 8851 2115 2015 3034 1483 Tree=242 num_leaves=31 split_feature=61 61 66 0 47 29 31 87 7 14 87 35 66 14 10 85 79 66 63 39 12 39 31 23 47 14 10 43 61 49 split_gain=106.616 49.9465 38.03 32.0844 33.5705 27.894 26.2338 25.042 24.8467 18.0135 17.6891 16.1744 16.1209 14.8667 12.5618 11.6316 11.2636 10.6962 10.6331 14.6428 9.60518 9.10306 8.91198 8.7467 9.05333 8.70373 8.46601 8.36591 8.27048 7.98408 threshold=0 1 0 5 0 3 2 0 0 0 0 0 1 0 0 0 0 0 0 0 2 0 0 1 0 1 0 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 8 -1 -3 13 -4 15 12 21 16 11 -11 -7 28 18 -6 20 -10 19 22 -8 26 23 -14 -25 -15 -2 -22 -5 -19 right_child=1 3 5 4 6 7 9 -9 17 10 -12 -13 14 25 -16 -17 -18 29 -20 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=2 26 3 5 28 15 12 20 7 17 11 10 11 23 25 14 15 16 29 18 19 27 21 22 24 24 25 26 27 28 29 leaf_value=-0.0434039 -0.000495392 0.0804043 0.0680233 -0.0154131 0.0277075 -0.033821 0.0687048 -0.0384195 -0.0355181 -0.0138725 -0.0328548 0.0463566 0.0809015 0.00265116 -0.0272554 0.0855421 0.00147966 -0.0308038 -0.0121382 -0.021339 0.000586799 -0.042642 0.00439084 -0.015682 0.0418728 -0.0408118 -0.0444867 0.0329206 0.016979 0.0166645 leaf_count=9359 1381 189 112 1031 234 2402 174 4257 617 534 722 277 245 448 1563 281 738 199 1741 929 346 2771 787 262 646 1105 1103 1959 1149 1445 internal_value=0 0.0864914 -0.221138 0.175839 0.149358 -0.126648 0.240073 -0.153051 -0.114004 0.188059 -0.0244322 0.173052 -0.0675995 -0.0506056 -0.00324179 0.636236 0.263389 0.0559452 0.0591331 0.156146 0.317925 -0.284107 0.256481 0.391461 0.281193 -0.264348 -0.135195 0.279733 0.0698229 0.116459 internal_count=39006 16703 22303 9187 8998 12944 5265 12832 7516 4750 1533 811 8575 3733 6173 515 3217 2261 4610 2869 2479 5255 1940 1153 908 1553 2484 2305 2180 1644 Tree=243 num_leaves=31 split_feature=35 39 39 76 16 35 34 54 33 67 80 78 24 85 46 6 78 22 54 85 31 9 9 13 0 24 90 2 35 14 split_gain=48.7813 20.5614 19.4237 12.1716 11.2247 10.0374 9.35275 10.9882 9.00477 8.85204 8.51766 7.97324 9.75985 7.66782 7.41715 7.91194 7.12669 6.57283 6.54309 6.35179 6.09164 5.7409 5.36032 5.17792 5.53563 4.99208 4.95157 4.41417 5.48861 4.30361 threshold=0 0 0 2 3 1 0 2 1 2 1 1 0 3 2 2 1 1 2 0 3 1 2 0 1 0 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 6 -1 -5 -4 7 -2 16 -10 -9 -12 26 -7 -11 -16 -6 -15 -17 -8 -3 -14 25 24 -18 -20 -13 -28 -29 -24 right_child=2 20 5 4 8 13 19 10 9 14 11 12 21 17 15 18 23 -19 22 -21 -22 -23 29 -25 -26 -27 27 28 -30 -31 leaf_parent=3 7 20 5 4 16 13 19 10 9 14 11 26 21 17 15 18 24 17 25 19 20 21 29 23 24 25 27 28 28 29 leaf_value=0.0817341 0.0742272 0.0161721 -0.0358144 0.0604531 0.0548657 0.078187 -0.0334449 0.063803 0.0258052 0.0410055 0.0488936 0.0469829 0.0502172 0.0688812 0.0304157 0.0135718 0.0599486 -0.0122662 0.0712711 0.0151517 -0.0393054 -0.0204155 -0.026657 -0.0356853 -0.00389745 -0.0259601 0.0526052 -0.00965066 0.017581 -0.0435969 leaf_count=104 169 260 2515 109 166 100 983 162 323 169 219 179 112 111 174 350 106 1796 118 369 13726 1374 8587 545 1223 115 111 764 927 3040 internal_value=0 -0.251785 0.00660103 -0.173577 -0.183164 -0.182909 0.097372 0.144581 -0.194393 -0.231291 0.11612 0.0896516 0.0556232 -0.0262711 -0.248485 -0.259566 0.000666732 -0.0754108 -0.273607 -0.162118 -0.378771 -0.149799 -0.289997 -0.0646794 0.0349863 0.207681 0.143486 0.103425 0.0724631 -0.301483 internal_count=39006 29115 9891 15129 15025 4522 5369 4017 14916 12876 3848 3686 3467 2007 12553 12384 2040 1907 12210 1352 13986 1486 11860 1874 1329 233 1981 1802 1691 11627 Tree=244 num_leaves=31 split_feature=32 24 14 41 85 16 14 16 32 16 66 77 31 24 17 42 87 87 74 17 0 14 39 85 56 59 39 47 47 59 split_gain=66.8362 57.2669 41.5049 25.3312 24.036 22.4669 20.5391 20.3782 19.1386 17.0848 16.4981 15.1201 14.3556 21.9566 13.8085 13.4408 12.9473 12.7774 10.108 9.95394 9.8189 9.79224 9.77422 9.70901 9.2198 9.10041 8.85749 8.47968 15.4228 11.0248 threshold=0 0 0 0 0 1 1 2 1 2 0 1 7 1 0 1 0 0 0 0 1 0 0 0 1 0 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 4 9 -1 21 23 -7 14 -3 15 -12 -11 17 24 -10 -5 -14 20 -6 -15 -2 -16 -4 -9 -17 -24 29 -29 -26 right_child=5 3 6 16 19 7 -8 8 10 12 11 -13 13 18 22 25 -18 -19 -20 -21 -22 -23 26 -25 27 -27 -28 28 -30 -31 leaf_parent=4 21 9 23 16 19 7 6 24 15 12 11 11 17 20 22 25 16 17 18 19 20 21 26 23 29 25 26 28 28 29 leaf_value=-0.0399368 -0.024365 -0.0559984 -0.0343408 -0.0201452 0.00101813 -0.0334909 0.0183181 -0.0300804 -0.0149414 0.0375352 -0.0381889 0.0367619 -0.00711169 0.0443063 -0.0300141 0.0251588 0.00579444 0.0131689 -0.00298949 -0.0415517 0.0187628 0.00973603 -0.0248855 0.00743285 0.0145372 -0.0180589 0.0166402 0.00706301 0.03489 -0.034983 leaf_count=8722 879 214 984 2168 1195 395 1134 226 258 516 120 3301 2729 408 850 1569 1154 1348 705 548 2992 463 355 279 1881 204 573 876 1699 261 internal_value=0 0.0175207 -0.141422 0.0828385 -0.275501 0.181169 0.0512538 0.201015 0.210025 0.122779 0.278078 0.351005 0.130755 0.111828 0.142271 0.168832 -0.0793888 0.0139415 0.189762 -0.0706715 0.218479 -0.0672087 -0.0305885 -0.184901 0.180677 0.219779 0.0653107 0.191928 0.257457 0.114114 internal_count=39006 25096 12862 12234 10465 13910 2397 12568 12173 8912 5452 3421 8698 8182 6721 2031 3322 4077 4105 1743 3400 1342 1778 1263 4943 1773 928 4717 2575 2142 Tree=245 num_leaves=31 split_feature=59 39 14 85 39 84 39 23 91 35 33 47 66 31 59 23 63 14 84 84 86 47 87 87 21 35 66 39 56 23 split_gain=65.6331 39.4033 41.9513 33.5801 27.1823 19.0172 17.9108 14.6493 14.1695 12.7216 12.542 10.7414 10.9648 9.89826 9.57973 9.50182 9.63976 9.49385 9.3828 9.03244 8.17254 7.8061 7.58383 7.66295 7.37932 6.82133 6.79735 6.72297 6.67828 6.62834 threshold=0 0 0 0 1 0 2 0 0 0 0 5 2 7 1 4 0 3 0 1 1 0 0 1 0 2 0 4 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 15 8 27 21 10 22 13 11 -8 -13 -5 -7 16 -1 -4 -17 -20 -11 -6 24 26 -3 -14 -24 -2 -15 -9 right_child=5 4 17 9 6 14 7 29 -10 20 -12 12 25 28 -16 18 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=16 27 24 17 13 21 14 11 29 8 20 10 12 25 28 14 18 16 17 19 19 20 21 26 23 24 25 26 27 28 29 leaf_value=-0.0382129 0.0323253 0.00395461 0.0317215 0.0334684 0.0160724 0.00943022 0.0839616 0.0244118 -0.0278676 0.0142054 0.00542441 0.0708586 0.068558 -0.0464442 -0.0345416 -0.0419766 0.0548646 0.00840355 -0.0277719 0.05506 -0.0380719 -0.0041286 0.0187479 0.0234354 -0.0229455 0.0287602 -0.0189045 -0.0357689 0.00189964 0.00575666 leaf_count=306 135 1930 598 245 1360 1247 153 1271 1117 181 631 271 128 145 887 6279 194 3098 415 187 688 1591 255 963 782 2270 456 7488 2074 1661 internal_value=0 0.0783133 -0.0198729 -0.128985 0.140832 -0.226653 0.197659 0.249764 0.018865 -0.0138882 0.321855 0.363104 0.340206 0.0415689 -0.0116617 -0.328617 0.112799 0.134091 -0.368892 0.00767073 -0.261347 0.0691742 0.0570696 0.143356 -0.0224948 0.308518 -0.0155473 -0.338218 -0.00302319 0.143008 internal_count=39006 29249 14410 10714 14839 9757 9336 6385 5503 3333 3453 2822 2669 2464 2134 7381 500 3696 6881 602 869 2951 4386 1674 2712 2398 711 7623 2219 2932 Tree=246 num_leaves=31 split_feature=13 14 84 10 41 0 24 41 8 41 59 21 31 85 66 79 61 88 91 24 15 61 61 61 84 8 75 14 14 32 split_gain=59.13 38.966 34.929 24.5702 22.5594 15.7813 15.6203 13.6328 12.7216 13.0058 16.6025 12.4873 11.0209 10.5477 10.2662 9.94508 11.3556 9.51925 10.7494 10.2206 8.24817 7.22086 6.76031 10.1973 6.59774 6.45515 6.38771 6.2114 5.94275 5.69523 threshold=0 0 0 0 0 1 8 0 1 1 0 0 0 0 0 1 0 0 1 6 0 0 1 0 1 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 13 14 4 5 -2 -7 20 -6 10 -10 17 22 -1 29 16 -15 18 -8 -20 -4 -14 -11 -24 -9 -21 -27 -25 -12 -3 right_child=3 2 7 -5 8 6 11 24 9 12 28 -13 21 15 -16 -17 -18 -19 19 25 -22 -23 23 27 -26 26 -28 -29 -30 -31 leaf_parent=13 5 29 20 3 8 6 18 24 10 22 28 11 21 16 14 15 16 17 19 25 20 21 23 27 24 26 26 27 28 29 leaf_value=-0.0434655 -0.0383471 0.00907366 0.0288232 -0.0277027 -0.0330869 0.0901093 0.0412079 0.0130661 0.000441334 0.0925957 0.0263305 -0.0217309 0.0528735 0.0594642 -0.0433382 -0.0286653 -0.0472947 -0.0323093 0.0611539 -0.0361714 -0.0159078 -0.0377329 0.071964 -0.0257501 0.0835401 0.00712497 -0.0239881 0.0475106 0.0802743 -0.0387217 leaf_count=11937 1159 748 702 3681 340 135 556 150 1642 219 272 2003 122 212 2661 4018 193 524 211 370 618 226 310 202 243 4275 677 110 185 305 internal_value=0 -0.255046 -0.0283351 -0.000246262 0.0428309 -0.0330207 0.00371699 0.254658 0.209616 0.251839 0.132816 -0.0119724 0.463169 -0.360355 -0.266765 -0.23297 0.218269 0.0438002 0.074058 0.033913 0.105081 -0.0252333 0.584297 0.451743 0.639694 0.00892341 0.0345847 0.0978134 0.523719 -0.0474571 internal_count=39006 21787 5427 17219 13538 9910 8751 1713 3628 3288 2099 8616 1189 16360 3714 4423 405 6613 6089 5533 1320 348 841 622 393 5322 4952 312 457 1053 Tree=247 num_leaves=31 split_feature=33 33 33 42 43 74 38 65 84 33 10 53 23 24 53 59 31 35 38 47 31 14 14 24 35 85 7 79 7 39 split_gain=210.918 115.085 40.0786 23.9138 19.532 11.7808 5.84878 3.97642 3.27891 3.21535 2.60642 2.30002 2.83142 1.12899 1.31444 1.39919 1.69893 0.998479 0.928992 0.824336 0.752824 1.00076 0.702993 0.627587 0.313587 0.172137 0.153814 0.153633 0.15875 0.209078 threshold=0 1 2 1 0 0 1 0 0 3 0 0 0 0 0 0 0 0 1 0 6 0 1 0 1 2 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=20 13 11 18 5 6 -5 10 9 -6 17 12 -3 14 15 16 19 22 -4 -2 21 -1 -8 27 -16 -15 -14 28 -24 -30 right_child=1 2 3 4 8 -7 7 -9 -10 -11 -12 -13 26 25 24 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_parent=21 19 12 18 6 9 5 22 7 8 9 10 11 26 25 24 15 16 17 18 19 20 21 28 23 24 25 26 27 29 29 leaf_value=-0.0514734 -0.0228294 0.00918022 -0.055336 0.00232879 -0.0454762 -0.00354913 0.069193 0.0197731 -0.0566869 0.0153945 0.0295819 -0.0490009 -0.0457538 -0.0406808 -0.03231 -0.0523337 -0.0525873 0.0466773 -0.0236278 0.00706749 -0.0504867 -0.0138886 0.0653306 0.046897 -0.0513828 -0.0508828 -0.0309558 0.0538296 0.0574114 0.0651967 leaf_count=308 177 129 133 127 131 151 256 123 113 146 104 1020 206 386 287 285 166 181 114 192 28619 217 249 123 1305 2894 176 113 414 161 internal_value=0 0.0937123 0.296658 0.381655 0.431456 0.488838 0.528332 0.550222 -0.1095 0.00930204 0.57247 -0.318808 -0.174297 -0.443519 -0.37109 -0.272986 -0.186783 0.592223 -0.331662 -0.082897 -0.501441 -0.340593 0.610101 0.588053 -0.47964 -0.497377 -0.385364 0.605223 0.61378 0.596894 internal_count=39006 9862 4170 2639 2392 2002 1851 1724 390 277 1601 1531 511 5692 2412 820 535 1497 247 369 29144 525 1316 1060 1592 3280 382 937 824 575 Tree=248 num_leaves=31 split_feature=10 41 79 56 56 59 56 10 85 59 32 10 59 10 39 75 10 59 59 32 71 71 28 32 66 59 2 37 41 37 split_gain=165.571 135.228 64.6758 39.7745 39.2229 36.4107 32.2389 25.1995 22.364 21.9709 19.6809 19.4388 16.3692 16.3236 15.474 13.751 12.7846 12.189 13.9211 12.0521 10.9506 9.94358 9.50704 9.22827 9.06184 8.97158 8.76869 10.06 8.75402 8.55486 threshold=0 0 0 3 2 0 1 1 0 1 0 2 2 4 0 0 3 0 1 0 0 0 1 1 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 8 -1 -5 10 24 17 15 20 21 29 -11 -13 26 19 -15 -4 -19 -2 -7 -3 -10 -12 -6 -21 -8 -28 -17 -9 right_child=2 5 7 4 6 9 14 11 22 12 23 13 -14 16 -16 28 -18 18 -20 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=3 19 21 17 4 24 20 26 29 22 12 23 13 12 16 14 28 16 18 18 25 20 21 22 23 24 25 27 27 28 29 leaf_value=0.0826639 0.0348034 0.0191989 -0.018057 0.0499406 0.0515077 0.0188929 -0.0277999 0.0394407 0.0317181 -0.000747122 -0.00299159 -0.000399981 0.0455544 0.00994111 -0.0438679 -0.0212872 0.0566654 -0.0154011 0.0395408 -0.0237652 -0.0262226 -0.0137244 -0.0200697 -0.0380632 -0.000947351 0.0330413 0.0233455 -0.0390548 0.0215841 -0.00730586 leaf_count=135 1556 1643 415 350 298 554 8560 190 187 290 912 148 1600 190 10454 664 3545 202 518 507 373 628 1811 1158 843 133 369 243 270 260 internal_value=0 -0.0495833 0.279222 -0.236132 -0.256233 0.153207 -0.284639 0.40338 0.0848076 0.294694 0.002956 0.466563 0.391526 0.512109 -0.326822 0.18219 0.539838 0.159465 0.266018 0.266972 0.0374699 0.118762 -0.135111 -0.201639 0.149332 -0.0161676 -0.240635 0.0182337 -0.0419077 0.13794 internal_count=39006 28410 10596 21252 21117 7158 20767 5468 5128 2817 4341 4333 1890 3883 19626 3130 3735 1135 720 2196 927 2271 1998 2070 1141 640 9172 612 934 450 Tree=249 num_leaves=31 split_feature=31 37 66 16 38 55 91 42 42 39 24 2 10 78 33 55 66 42 53 85 24 23 35 14 14 14 17 31 41 24 split_gain=43.9551 30.2066 18.7455 16.0769 14.0547 13.4651 12.7416 12.5841 12.6984 10.9837 10.0667 10.0027 9.50391 8.36895 7.66842 7.65543 7.51131 6.64316 6.53048 6.10226 13.3187 5.98321 5.89681 7.50578 5.68396 6.31723 5.57906 5.51665 6.18836 8.13986 threshold=0 0 0 2 2 1 0 2 1 0 0 0 1 3 0 1 0 1 0 0 0 1 2 0 0 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 3 4 -2 -1 11 9 -3 -9 10 18 -5 -7 -4 -10 -15 -16 -17 -6 -14 -21 -12 -18 27 26 -26 -23 -24 29 -29 right_child=1 7 13 5 6 12 -8 8 14 -11 21 -13 19 15 16 17 22 -19 -20 20 -22 24 23 -25 25 -27 -28 28 -30 -31 leaf_parent=4 3 7 13 11 18 12 6 8 14 9 21 11 19 15 16 17 22 17 18 20 20 26 27 23 25 25 26 29 28 29 leaf_value=0.0836369 0.0460013 0.0716358 0.0426139 0.0362304 0.000291353 0.00623752 -0.0365624 0.0480639 0.00103006 -0.0192432 -0.0145423 -0.0423089 -0.0329161 -0.00089332 -0.0355834 -0.00589195 -0.0164416 -0.0346952 -0.0311733 0.0285002 -0.0242683 0.0449169 -0.021658 0.0713465 0.0305104 -0.0375883 -0.0123802 -0.0273255 0.0688033 0.0462386 leaf_count=131 291 165 145 369 1671 784 2782 449 2665 5127 301 226 4114 829 181 1074 130 11853 1312 446 1937 566 215 219 172 264 129 161 147 151 internal_value=0 0.0260533 -0.190276 -0.0999232 -0.101025 -0.132642 -0.114151 0.17332 0.14245 -0.0691735 0.0240784 0.207099 -0.180446 -0.284896 0.089586 -0.295821 0.24704 -0.320967 -0.0954993 -0.234297 -0.126165 0.178827 0.307603 0.37443 0.256642 -0.015844 0.365718 0.239239 0.342615 0.154882 internal_count=39006 12650 26356 8167 12455 7876 12324 4483 4318 9542 4415 595 7281 13901 3869 13756 1204 12927 2983 6497 2383 1432 1023 893 1131 436 695 674 459 312 Tree=250 num_leaves=31 split_feature=89 74 46 85 89 89 17 14 24 74 1 37 15 38 78 89 14 89 79 77 46 67 57 14 4 39 32 67 74 32 split_gain=86.2278 86.2185 62.8859 57.2564 37.2942 35.7232 30.23 27.257 24.852 24.7533 23.3499 20.975 18.1596 18.0924 15.5531 15.077 15.0649 14.8732 14.5157 13.557 13.0531 12.3261 12.1835 11.9222 11.1978 10.347 9.40645 9.29952 9.24214 9.03106 threshold=6 0 4 0 4 3 0 0 1 1 2 0 0 2 2 2 0 2 0 2 1 2 1 0 1 1 0 1 4 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 4 -4 -6 15 8 14 11 -10 26 28 -12 -7 -5 -13 -15 -14 -19 -9 -21 -17 -8 -16 -26 -3 -20 -11 -23 right_child=1 9 3 6 5 7 23 20 10 12 13 16 18 17 24 22 -18 19 27 21 -22 29 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=0 2 26 4 15 5 14 23 20 10 28 13 16 18 17 24 22 16 19 27 21 20 29 22 23 25 25 26 27 28 29 leaf_value=0.110305 0.126073 0.00194276 0.0829858 0.0415783 0.0893372 0.0702993 0.0112474 0.0539164 0.054481 -0.00176738 0.044358 0.0300058 0.000360842 0.0410562 0.0626676 0.0101131 -0.0146654 0.0379904 -0.0162296 0.0354194 -0.0270169 -0.0347966 -0.0379445 -0.028307 0.0368292 0.00102694 -0.0268068 0.0492688 0.0426307 -0.0112286 leaf_count=180 118 2124 137 114 141 165 1585 127 270 126 216 1319 1049 169 121 425 474 141 103 234 4745 1594 9834 931 454 1504 1102 407 1664 7433 internal_value=0 0.0198855 -0.0660867 -0.0776746 0.00801698 -0.0089944 -0.242462 -0.0241422 0.0259345 0.179105 -0.0375709 0.0730022 0.28474 -0.0633647 0.214191 -0.332283 0.220323 -0.0873417 0.13131 -0.108359 -0.235908 -0.12872 -0.352191 0.000161161 0.153508 0.102772 -0.056217 0.381372 0.391687 -0.148218 internal_count=39006 38826 30458 30340 17451 17314 12889 17173 12301 8368 10057 5019 3349 9787 2244 10373 1793 9571 1559 9402 4872 9261 10259 2516 2079 1958 3226 510 1790 9027 Tree=251 num_leaves=31 split_feature=66 66 63 63 35 42 61 39 61 61 10 46 11 85 31 91 7 15 53 24 74 63 43 37 61 17 66 91 39 33 split_gain=104.171 56.3917 56.5483 41.2891 27.3833 27.1231 22.4931 20.081 18.6201 16.1521 15.4989 14.9976 14.4237 13.2499 15.5268 12.7526 12.2074 12.042 11.6214 14.3703 11.4621 11.2923 10.6457 9.20416 9.13462 8.47963 8.15409 9.0959 7.49673 7.45027 threshold=0 1 0 1 0 1 0 0 0 1 0 1 1 0 0 0 0 1 0 0 0 2 0 0 1 0 2 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=8 15 5 16 -5 -3 7 10 -1 -10 17 -8 -6 -11 28 -2 -4 25 26 22 29 -14 23 -20 -21 -7 27 -13 -15 -19 right_child=1 2 3 4 12 6 11 -9 9 13 -12 18 21 14 -16 -17 -18 20 19 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=8 15 5 16 4 12 25 11 7 9 13 10 27 21 28 14 15 16 29 23 24 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.043146 -0.0333989 -0.0310368 -0.00460595 -0.0470422 0.0408591 0.0727529 -0.0132908 -0.0241563 -0.0408718 -0.0208597 -0.0248884 -0.00626715 0.00936036 0.0492759 0.069343 -0.0013347 0.0257413 0.0411881 0.0369372 0.00434135 -0.0124809 -0.0287902 -0.0335512 -0.0288847 0.0452692 -0.0133107 0.0568842 0.0619877 -0.0158327 -0.00580924 leaf_count=9415 4811 709 1889 3016 203 303 254 1728 2877 1784 717 317 586 114 168 1376 1398 885 345 421 639 1032 383 167 983 104 1198 151 721 312 internal_value=0 0.0489301 0.105702 -0.0589648 -0.229253 0.223577 0.253494 0.0952809 -0.302535 -0.172593 0.198702 0.341917 -0.0560905 -0.0490164 0.17948 -0.235246 0.140524 0.277218 0.372541 0.27809 0.177061 -0.137418 0.0329016 0.205791 0.38357 0.597658 0.499531 0.214863 -0.0227044 0.30989 internal_count=39006 23927 17740 8124 4837 9616 8907 4688 15079 5664 2960 4219 1821 2787 1003 6187 3287 2243 3965 2299 1836 1618 895 512 1404 407 1666 468 835 1197 Tree=252 num_leaves=31 split_feature=7 39 42 66 50 41 87 80 46 34 6 54 47 33 32 31 65 25 61 39 61 0 14 10 68 69 82 65 67 54 split_gain=39.9821 24.5353 14.0494 13.1755 14.6216 11.3432 10.9702 12.9993 8.85075 8.74245 13.4432 8.43653 6.99718 6.59907 6.55955 6.21775 5.52063 5.51124 5.3845 6.99696 5.36902 5.34687 5.34473 5.17852 5.7498 5.25958 4.93058 4.88881 4.72628 6.17521 threshold=0 0 1 0 1 0 0 1 2 0 1 2 0 1 0 0 0 0 0 0 0 3 0 0 1 2 1 0 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 6 -2 16 -5 8 7 20 -6 10 12 -12 -9 14 -10 -3 -4 28 -18 -20 -1 -7 23 25 -25 -13 -8 -16 -15 -30 right_child=2 15 3 4 5 21 26 9 13 -11 11 22 -14 17 27 -17 18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_parent=20 2 15 16 4 8 21 26 12 14 9 11 25 12 28 27 15 18 17 19 19 20 21 22 24 24 25 26 27 29 29 leaf_value=0.0085502 -0.0446013 -0.0449961 -0.0320095 0.076647 0.0714464 0.053372 0.0196338 -0.000789953 0.0413716 -0.033541 0.045359 0.0462414 0.0780539 0.0284123 -0.031575 -0.0230275 -0.0348867 0.0417181 0.0657228 -0.0129487 0.0821022 -0.0206731 -0.0341151 0.0339647 -0.038948 -0.00787427 -0.0369704 0.0367779 0.0422526 -0.00653396 leaf_count=191 896 10842 1839 178 121 104 184 168 564 3040 175 153 171 313 196 2889 274 299 164 311 176 2032 1779 139 1613 3537 3435 139 157 2927 internal_value=0 -0.248771 -0.0163677 0.0108864 0.0638501 0.0409749 -0.163262 -0.111709 0.102405 -0.13626 -0.087793 -0.122969 0.436824 0.0811813 0.271083 -0.397236 -0.209603 0.0284098 0.0190401 0.224605 0.448336 -0.168609 -0.144403 -0.103132 -0.303654 -0.0556674 -0.33678 -0.0500771 0.000899662 -0.0337757 internal_count=39006 28492 10514 9618 7030 6852 14761 11142 4716 10775 7735 7396 339 4595 899 13731 2588 3696 749 475 367 2136 7221 5442 1752 3690 3619 335 3397 3084 Tree=253 num_leaves=31 split_feature=32 25 19 40 17 74 56 32 87 87 17 47 54 59 40 66 39 78 82 24 90 42 70 24 47 47 70 55 74 65 split_gain=63.0607 54.1911 39.6669 25.0126 23.4929 22.2325 21.7995 20.5191 19.7113 18.8549 18.5918 16.3705 14.2387 13.9512 13.9151 13.3989 12.3808 12.2917 11.6516 9.83823 9.384 9.232 9.14494 8.58204 8.51573 9.79995 9.15774 8.3783 8.07817 7.48404 threshold=0 0 0 2 0 0 1 1 0 0 0 0 1 0 1 0 0 2 1 0 1 1 2 0 0 1 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 4 -2 5 11 -5 10 28 -4 14 13 -13 27 -8 21 -3 -17 -19 -6 -20 -9 -14 -11 -16 -26 -27 -1 -7 -24 right_child=3 16 9 6 19 8 7 15 -10 23 -12 12 22 -15 24 17 -18 18 20 -21 -22 -23 29 -25 25 26 -28 -29 -30 -31 leaf_parent=27 3 16 9 6 19 28 14 21 8 23 10 12 22 13 24 17 16 18 20 19 20 21 29 23 25 26 26 27 28 29 leaf_value=-0.0226605 -0.0228834 -0.0457461 -0.0323682 -0.0164813 -0.0342619 -0.0131181 -0.00726915 -0.00873739 0.0166786 -0.0275601 -0.00661543 -0.01577 -0.0257731 -0.0348416 0.0125251 -0.0374444 -0.014607 -0.0153043 -0.0178088 -0.00331538 0.0380743 0.0213954 0.0253367 0.0108488 0.0117258 -0.00384071 0.0391998 0.0101197 -0.0474409 0.00235027 leaf_count=288 637 4018 2750 897 1355 843 634 269 505 512 1830 389 138 570 1934 104 1768 182 147 1246 3088 1773 4312 722 803 201 1410 4006 1131 544 internal_value=0 0.0124707 0.0444417 0.171949 0.0804653 0.107271 0.185705 0.199884 -0.0896097 -0.177731 0.130118 0.137204 0.199595 0.0570802 0.175056 0.269648 -0.297553 0.334193 0.347815 -0.125034 0.366436 0.171169 0.22124 0.00909204 0.207802 0.275895 0.350308 0.0810787 -0.244025 0.232239 internal_count=39006 25097 19311 13909 15327 12726 13272 12375 2479 3984 6812 10247 5383 4864 4982 5563 5786 3521 3417 2601 3235 2042 4994 1234 4348 2414 1611 4294 1974 4856 Tree=254 num_leaves=31 split_feature=25 14 39 85 85 14 87 39 70 39 39 66 47 33 0 47 12 63 31 25 87 38 24 63 63 63 13 84 42 85 split_gain=61.1701 37.4772 50.9757 38.9988 18.8491 17.1723 16.4769 15.1059 14.7462 14.0109 12.2517 11.6452 11.1197 10.4912 9.79906 11.0871 9.76078 9.56908 8.60452 7.6838 7.55956 7.97563 7.3401 10.0127 14.3595 15.6976 6.91193 6.4823 6.40096 6.092 threshold=0 0 0 0 1 1 0 1 1 2 0 0 0 1 2 2 2 1 0 1 0 1 0 0 1 2 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 22 28 11 7 29 12 -9 -2 27 -5 -10 -11 -16 -13 -8 -14 -12 21 -15 -1 -24 -25 -26 -17 -6 -3 -4 right_child=10 4 6 8 5 -7 17 9 13 14 19 16 18 20 15 26 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31 leaf_parent=22 10 28 29 12 27 5 17 9 13 14 19 16 18 21 15 26 16 17 18 19 20 21 23 24 25 25 26 27 28 29 leaf_value=-0.0442491 -0.0402838 0.057745 -0.0287284 -0.0313422 0.00350107 0.0187274 0.0358468 -0.010542 -0.0413821 0.0701043 -0.00251007 0.055077 -0.0138942 0.0258125 -0.0301749 -0.0113986 -0.0159873 0.0139391 0.0462685 -0.0334219 0.00678366 -0.0197165 -0.0384844 -0.0414192 -0.0471625 0.0718034 0.025401 0.0327748 0.0283805 -0.00381526 leaf_count=5627 5072 249 1577 125 932 4595 831 1100 426 109 1576 122 123 169 221 207 1978 3215 355 1435 1113 1491 1387 396 169 207 1382 320 1441 1056 internal_value=0 0.0735302 0.0106249 -0.131831 0.164853 0.122667 0.103258 0.0190957 -0.0118521 0.103515 -0.247924 -0.00232005 0.241599 -0.0715517 0.192628 0.156091 -0.122006 0.186894 0.349432 -0.126447 -0.0326916 -0.138851 -0.34538 -0.207338 0.0421205 0.376866 0.205296 0.131945 0.33277 -0.134273 internal_count=39006 30923 21286 11588 9637 7947 9698 5652 3802 3019 8083 3352 603 3199 1919 1810 2100 4046 478 3011 2773 1660 7786 2159 772 376 1589 1252 1690 2633 Tree=255 num_leaves=31 split_feature=87 39 31 41 24 66 8 14 88 25 84 17 25 86 23 74 24 24 31 39 24 7 53 84 41 8 66 33 15 41 split_gain=54.9969 32.05 22.1421 16.9364 16.431 16.12 15.5313 15.3811 15.0902 14.9757 11.8105 10.7132 10.3094 9.94073 8.27836 9.14949 7.87897 7.94163 7.86198 7.19859 6.32661 6.09633 5.94908 8.60816 7.91028 5.77501 5.3791 5.26728 5.18864 5.08607 threshold=0 0 0 3 0 1 1 0 0 0 0 0 0 2 0 1 6 8 1 0 0 0 0 0 0 2 0 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 7 3 -2 -3 19 -5 -1 12 11 -9 16 13 -6 15 -15 28 -18 20 -4 -7 -17 -11 -24 -25 -19 -12 -14 -8 -27 right_child=2 4 5 6 8 18 9 10 -10 22 26 -13 27 14 -16 21 17 25 -20 -21 -22 -23 23 24 -26 29 -28 -29 -30 -31 leaf_parent=7 3 4 19 6 13 20 28 10 8 22 26 11 27 15 14 21 17 25 18 19 20 21 23 24 24 29 26 27 28 29 leaf_value=-0.0419038 0.0904863 -0.031686 -0.0218978 -0.0331477 0.0687737 -0.0505917 0.0908757 -0.0319617 -0.0309776 0.051246 0.022983 -0.021866 0.0394906 0.0632588 -0.0220249 0.0064225 0.0792801 -0.0459397 -0.0436034 0.070001 0.00478276 -0.0355962 -0.00571353 0.00474362 0.0765129 0.0437761 -0.0273982 -0.00548421 0.0116742 0.00493993 leaf_count=12716 143 3834 175 713 102 360 112 2188 1569 277 443 1324 423 174 2155 1832 109 164 2457 220 657 336 502 104 121 177 415 190 101 4913 internal_value=0 -0.220006 0.0283748 0.0869654 -0.0951091 -0.210666 0.0706571 -0.345547 -0.0227954 0.101681 -0.140238 0.0447607 0.0452569 -0.0238662 -0.052707 0.0534385 0.0887484 0.0677564 -0.29613 0.395383 -0.0901017 -0.00200078 0.329326 0.188808 0.456377 0.0533186 0.104787 0.284052 0.562492 0.068461 internal_count=39006 26377 12629 8760 10615 3869 8617 15762 6781 7904 3046 6900 5212 4599 4497 2342 5576 5363 3474 395 1017 2168 1004 727 225 5254 858 613 213 5090 Tree=256 num_leaves=31 split_feature=33 33 33 42 74 10 15 33 21 33 53 24 7 53 38 14 7 66 7 31 14 24 23 24 21 32 66 39 47 41 split_gain=202.164 103.207 35.8726 20.3618 17.8929 11.3397 5.72759 6.5033 3.85318 3.38063 2.68827 2.72181 1.45495 1.24581 1.12721 1.10081 1.75438 0.896524 0.932053 0.780179 1.01222 0.715674 0.632168 1.06065 1.11779 0.3665 0.325534 0.105222 0.0908092 0.0805767 threshold=0 1 2 1 0 0 0 3 0 3 0 0 0 0 1 1 0 0 0 6 0 1 0 0 0 0 2 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=19 15 10 14 5 6 17 -8 -7 -6 11 -3 13 -9 -4 16 -2 27 25 20 -1 -13 23 24 -17 -19 -20 28 -5 -24 right_child=1 2 3 4 9 8 7 12 -10 -11 -12 21 -14 -15 -16 22 -18 18 26 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 16 11 14 28 9 8 7 13 8 9 10 21 12 13 14 24 16 25 26 19 20 21 29 23 24 25 26 27 28 29 leaf_value=-0.0514578 -0.0472127 0.0105826 -0.0553072 0.0665203 -0.0557487 0.0186975 -0.0285476 0.0633244 -0.0430297 0.00153845 -0.0488653 -0.0208435 0.028693 0.0391668 -0.0192211 -0.0131081 -0.00581521 0.0543276 0.0532579 -0.0503613 -0.0128822 -0.0529585 -0.0441438 -0.0489611 -0.0515112 0.0676244 0.0397448 0.0669746 0.0603326 -0.0500915 leaf_count=300 437 187 125 110 125 161 120 122 116 165 1033 175 195 153 124 276 285 170 100 28565 215 158 649 857 313 115 156 172 448 2879 internal_value=0 0.09388 0.285788 0.367444 0.414411 0.468514 0.513949 0.352335 0.0227305 -0.122212 -0.297774 -0.145368 0.418901 0.498387 -0.289031 -0.428599 -0.277586 0.583702 0.528405 -0.500007 -0.332745 -0.356248 -0.454962 -0.37974 -0.252327 0.600703 0.44811 0.629385 0.615971 -0.490661 internal_count=39006 9926 4230 2677 2428 2138 1861 590 277 290 1553 520 470 275 249 5696 722 1271 541 29080 515 333 4974 1446 589 285 256 730 558 3528 Tree=257 num_leaves=31 split_feature=25 10 41 10 84 85 41 56 56 39 59 10 10 84 19 59 41 59 10 66 39 32 7 41 41 37 31 47 47 39 split_gain=154.703 100.357 52.1057 37.144 30.3398 24.0418 21.5025 20.9255 22.1203 20.1238 19.1554 22.1372 20.4153 16.7352 15.2465 13.1827 12.0662 11.9918 20.1782 11.3905 10.5675 10.4468 9.69427 9.20215 8.71167 8.65776 8.55045 11.9602 8.47665 7.97755 threshold=0 0 0 1 0 0 0 1 2 0 0 0 1 1 0 2 1 1 0 1 1 0 0 2 1 0 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 7 6 10 14 -3 25 -9 24 11 22 -13 21 -5 -12 -8 18 -17 -16 -11 -6 28 -18 26 -1 27 -4 -2 -10 right_child=4 3 9 5 13 -7 16 8 29 20 15 12 -14 -15 19 17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 28 6 27 14 21 5 16 8 29 20 15 12 12 13 19 18 23 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0330502 0.042459 -0.0231504 0.0754185 0.0461672 0.0347354 -0.00489318 -0.00501129 0.0440939 -0.0271266 0.00412266 0.0111269 -0.0101996 0.0460097 -0.0236268 0.0613986 -0.00309666 0.00396759 0.0533407 0.0465209 0.00075234 -0.0315455 -0.00849824 -0.0207114 0.0665175 0.0284133 -0.0288183 -0.0202958 0.00294416 0.0051205 -0.0429063 leaf_count=658 244 2169 138 2008 444 748 623 257 8670 887 387 208 1394 561 118 334 161 2029 921 561 1810 303 412 182 712 315 521 590 819 9822 internal_value=0 -0.0414983 -0.169792 0.173289 0.282452 0.29491 -0.0509651 -0.284649 -0.318607 0.0291764 0.330348 0.221795 0.369883 0.0266793 0.374095 0.414942 0.197742 0.45197 0.311053 0.13153 -0.159281 0.18961 0.0581731 0.439443 0.15714 0.141643 0.0191142 0.180784 0.142365 -0.340358 internal_count=39006 30950 24380 6570 8056 3435 3135 19722 18749 4658 6748 3077 1602 1308 2687 3671 966 3284 1255 679 2697 747 1475 343 1961 973 1249 728 1063 18492 Tree=258 num_leaves=31 split_feature=37 38 31 32 10 85 85 36 42 24 13 53 42 55 85 69 66 39 49 61 8 55 2 24 31 42 53 84 85 23 split_gain=44.9588 24.713 23.4439 22.4236 18.6051 16.2345 17.7175 11.256 11.1558 10.126 9.47694 9.28366 9.14556 8.94846 7.70443 13.5593 7.90804 7.60335 6.97021 7.40265 6.54637 6.38808 6.38538 6.2391 6.20814 6.04446 5.85784 5.47889 5.25345 5.14099 threshold=0 3 0 0 1 0 1 2 1 1 0 0 2 1 2 1 0 0 1 0 2 1 0 0 0 1 0 0 3 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 7 4 9 13 23 -2 -4 26 14 27 -10 22 16 -16 -8 20 19 -5 -14 -13 -6 -7 -12 -15 -3 -9 -17 -27 right_child=2 3 8 18 5 6 10 11 12 -11 24 21 17 25 15 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_parent=1 7 26 8 19 22 23 16 27 12 9 24 21 20 25 15 28 16 17 18 19 20 21 22 23 24 29 26 27 28 29 leaf_value=0.0674319 0.0560759 0.0645172 0.0488974 0.0298494 0.0269843 0.00135311 0.0445457 -0.0104613 0.0596662 -0.000324849 -0.0161697 0.0116877 0.0514022 0.00866076 0.114568 -0.00951587 -0.0213325 0.0213667 -0.035448 -0.0371119 -0.00469075 -0.0290363 -0.0460066 -0.0317579 0.0265281 -0.0188822 0.00529655 0.0257726 0.0435259 -0.0368461 leaf_count=169 228 281 435 229 328 705 193 1002 160 1246 1521 446 120 543 120 242 463 1664 9459 272 2081 3562 333 2438 300 3138 173 526 311 6318 internal_value=0 -0.172791 0.0578761 -0.184425 -0.120144 -0.160655 -0.0439395 -0.104737 0.171001 0.150155 0.101284 -0.137086 0.12432 -0.25479 0.262054 0.439145 0.0256637 0.0947762 -0.325452 -0.0153959 -0.00891015 -0.235168 0.0971908 -0.228879 -0.0582395 -0.285872 0.44822 0.052745 0.256749 -0.307464 internal_count=39006 28782 10224 28613 18653 16953 6293 5764 4460 1700 3150 5536 4025 10660 1329 673 656 3865 9960 501 2201 4008 661 3143 1821 9999 454 1528 553 9456 Tree=259 num_leaves=31 split_feature=37 87 37 77 29 12 67 89 83 14 77 18 24 37 13 85 14 36 41 7 84 36 46 14 8 15 89 47 1 37 split_gain=86.8649 63.5217 42.5491 32.6373 29.062 25.1315 25.1124 25.7581 23.984 23.7557 19.9551 19.2647 18.5956 18.261 17.3168 16.4072 16.0701 15.459 14.561 13.7535 12.7092 12.1575 11.3975 12.6891 10.8194 10.351 10.0958 9.47777 8.88137 8.59831 threshold=0 0 1 1 1 10 4 2 1 0 2 2 0 2 0 0 0 1 0 0 0 1 1 0 2 0 1 0 1 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 16 12 25 -4 -6 -8 -9 13 -10 -12 17 -7 21 22 18 -1 19 -2 27 -3 -13 24 -24 -5 -26 -11 -16 -15 right_child=2 14 5 4 6 9 7 8 10 20 11 15 -14 29 28 -17 -18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_parent=17 19 21 5 25 6 13 7 8 10 27 11 22 12 29 28 15 16 17 18 19 20 21 24 23 26 25 26 27 28 29 leaf_value=0.0581225 0.00580958 0.0300787 0.0885761 0.0301518 0.080797 0.0173388 0.048519 0.0610265 0.0383171 0.0579547 0.0761692 0.021983 0.0500608 0.0289486 0.0357502 -0.0299539 -0.0213177 -0.0116121 -0.0128695 0.0368779 -0.0190574 -0.0206123 0.0475065 -0.0335244 0.0241441 -0.00496323 -0.0122978 0.00323521 -0.0443085 0.0531082 leaf_count=103 1691 256 161 931 135 1379 255 242 200 208 110 484 510 689 106 5359 1746 436 1491 729 773 2690 161 2740 406 416 7051 325 6185 1038 internal_value=0 -0.0552471 0.185503 0.0148385 -0.0245749 0.299051 -0.0718002 -0.0848998 -0.105944 0.26851 -0.122116 -0.14162 0.291899 0.338055 -0.28841 -0.152559 0.0318687 0.0525301 0.0951358 0.174098 0.0122746 -0.140897 -0.0946094 -0.120845 -0.0744328 0.210615 -0.0932157 0.232435 -0.419079 0.443819 internal_count=39006 28776 10230 19539 18490 4573 17143 17008 16753 4412 16511 16311 1049 3106 9237 16201 5657 539 3911 2420 1306 2946 10842 10358 7618 1347 7457 533 6291 1727 Tree=260 num_leaves=31 split_feature=61 61 61 66 29 61 61 39 87 39 10 66 41 31 29 10 69 34 59 66 37 19 40 39 89 47 39 33 84 41 split_gain=91.0924 46.7797 34.0487 32.2015 26.2332 23.8054 23.075 22.702 21.8251 16.1773 13.7894 12.4222 11.8049 10.9926 10.1457 9.86252 9.36999 8.85591 8.73603 9.64825 8.57979 8.00074 9.09849 7.58396 7.54229 7.24162 7.07824 6.97152 6.9185 6.42451 threshold=0 1 2 0 3 3 4 0 0 0 0 1 0 0 1 0 0 0 0 2 0 0 1 1 2 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 7 9 -1 -5 16 -7 10 11 15 21 -6 28 14 -13 20 -4 -14 19 -16 -3 22 -2 -9 -15 -24 -11 29 -8 -27 right_child=1 2 5 4 8 6 12 23 -10 26 -12 13 17 24 18 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 27 -28 -29 -30 -31 leaf_parent=3 22 20 16 4 11 6 28 23 8 26 10 14 17 24 19 15 16 17 18 19 20 21 25 23 24 29 26 27 28 29 leaf_value=-0.0416831 0.0636682 0.0349162 0.0174965 0.0655676 -0.0316976 0.00546575 0.0357512 -0.0140035 -0.0372948 -0.00445277 -0.0282409 0.0548194 0.0626626 0.0606318 -0.0179948 -0.0239442 -0.0167236 0.0279486 -0.0239287 0.0250302 -0.0130673 -0.0144024 -0.0146349 -0.0429622 -0.0174043 0.048058 -0.0383941 -0.0129967 0.00571453 -0.00688719 leaf_count=9374 220 605 892 116 2406 1174 961 1468 4275 737 1456 304 704 112 772 642 1024 319 852 1071 300 582 621 2373 3020 366 1413 268 392 187 internal_value=0 0.0798173 0.166624 -0.210289 -0.123429 0.24756 0.319266 -0.117845 -0.150077 -0.0554451 0.0292038 -0.0699247 0.400912 -0.013969 0.100784 0.12126 0.00844169 0.532431 0.0426683 0.132388 0.228071 0.124543 0.208364 -0.303414 -0.144718 0.129941 -0.236369 0.244421 0.290945 0.359453 internal_count=39006 16704 9163 22302 12928 5466 3550 7541 12812 3697 3700 8537 2376 6131 2999 1547 1916 1023 2695 1843 905 2244 1662 3841 3132 1442 2150 821 1353 553 Tree=261 num_leaves=31 split_feature=7 39 14 41 70 74 24 10 14 66 42 75 79 54 64 36 84 70 70 37 37 0 75 65 16 91 63 31 6 24 split_gain=43.1238 26.0313 15.6205 12.3698 12.6753 10.4506 11.3463 10.5199 9.71585 9.62258 7.96767 7.32961 6.69421 7.79928 6.67348 6.31596 6.10359 6.09476 5.89115 5.81839 5.78388 5.67224 7.73982 5.6707 5.34925 5.30877 5.15618 4.94473 4.777 4.76049 threshold=0 0 0 0 3 0 0 0 0 0 1 0 0 2 1 1 1 2 1 0 0 1 0 0 2 0 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 3 4 -2 6 7 8 14 -6 -11 -4 13 -12 -1 -7 -15 -18 -16 25 -13 22 -17 -5 -19 -14 -8 -3 -23 -25 right_child=2 27 11 23 9 15 26 -9 -10 10 12 20 19 16 18 21 17 24 -20 -21 -22 28 -24 29 -26 -27 -28 -29 -30 -31 leaf_parent=14 4 27 11 23 9 15 26 7 8 10 13 20 25 16 18 22 17 24 18 19 20 28 22 29 24 25 26 27 28 29 leaf_value=0.05762 0.0842382 -0.0450225 -0.0347139 -0.0337294 -0.0152945 0.0367463 -0.00500701 -0.0345257 -0.0371576 -0.0445129 0.0653528 0.0340226 -0.0147251 0.0490007 0.040832 -0.00853389 0.0510893 0.0435642 -0.00465152 -0.0468315 -0.0268089 0.036613 0.0996278 0.0222682 0.00511614 0.0612843 -0.0396485 -0.0250887 -0.0146371 -0.0187927 leaf_count=155 116 10880 2044 1193 1441 350 618 3369 1040 227 177 271 200 320 190 154 178 194 2100 282 308 211 101 455 2199 109 3884 2882 2573 785 internal_value=0 -0.245232 -0.00178569 0.0541532 0.114573 -0.156761 -0.211147 -0.118924 -0.0322016 0.0912833 0.145657 -0.236857 0.168413 0.208533 0.0416814 0.0033398 0.173607 0.132148 0.00244644 -0.123963 0.0542079 -0.0536564 0.380733 -0.159208 0.0930329 0.121411 -0.348477 -0.401914 -0.10328 -0.00883708 internal_count=39006 28507 10499 7876 5443 14745 11356 6854 3485 5327 3886 2623 3659 3068 2445 3389 2891 2571 2290 591 579 3039 255 2433 2393 309 4502 13762 2784 1240 Tree=262 num_leaves=31 split_feature=13 14 85 31 87 14 72 66 78 13 69 33 47 23 47 42 63 24 14 74 24 17 35 31 59 35 59 55 13 15 split_gain=54.6614 65.2877 46.7312 29.5077 19.9809 19.0611 16.1587 16.1162 16.0266 14.1314 14.3202 13.9243 15.7035 13.0828 12.8784 12.4733 11.8989 11.2683 11.1806 10.3322 11.6927 10.2006 10.1677 9.80862 9.74144 9.62146 9.43733 8.64412 8.57913 8.22064 threshold=0 0 0 0 0 1 2 0 2 1 5 0 0 1 1 1 0 0 0 0 1 0 0 1 0 0 0 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 17 8 13 25 -4 -7 -2 22 -11 12 27 -5 -14 -8 -16 -1 -6 20 -19 -22 26 -15 -17 -3 -10 -12 -13 -29 right_child=3 5 6 4 18 7 15 -9 9 10 11 28 14 23 16 24 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=17 8 25 6 13 18 7 15 7 26 10 27 28 14 23 16 24 16 20 18 19 21 21 22 23 24 25 26 29 28 29 leaf_value=-0.0395326 -0.0330484 0.00232528 0.0288226 0.0175387 -0.00365214 0.00231533 0.0267085 0.0257474 0.0156552 -0.0267186 -0.0221674 0.0135839 0.00993195 -0.00595558 0.035502 -0.00458659 0.0128725 -0.0231719 0.0247248 -0.04486 0.0320534 -0.0382197 -0.013071 -0.0385105 -0.0355116 -0.0329113 -0.0167127 0.00552419 0.0420866 0.021472 leaf_count=8774 237 1619 458 330 1025 1082 387 2206 2381 167 211 411 958 705 2385 2602 704 1579 731 1016 347 218 885 1336 964 564 652 1618 1078 1376 internal_value=0 -0.0135298 -0.134015 0.137741 -0.0164675 0.122261 0.00157086 0.184026 0.169895 0.176399 0.205965 0.214064 0.187095 -0.168227 0.251416 -0.0472646 0.301191 -0.297021 0.111763 -0.177634 -0.0896873 0.161816 0.0780789 -0.249194 -0.087497 -0.0422335 0.12141 0.107899 0.354578 0.126882 internal_count=39006 21816 16345 17190 4127 5471 4411 3288 13063 12826 8908 8741 7252 2371 4047 3953 3089 11934 1756 3160 2144 565 3918 2041 3566 2183 3033 3205 1489 2994 Tree=263 num_leaves=31 split_feature=25 39 14 85 39 39 33 69 35 70 39 42 66 42 8 0 13 25 14 87 24 63 63 63 14 38 91 63 69 43 split_gain=55.2467 36.2146 41.0755 35.4793 22.574 16.842 13.4849 16.1023 12.7166 12.8852 12.326 11.5213 10.3977 11.0876 10.0436 9.24497 8.64657 8.60635 8.50604 8.30602 7.71899 8.73339 12.3602 13.8017 7.50457 7.24469 6.97057 6.79244 6.61476 6.56368 threshold=0 0 0 0 1 2 0 0 0 1 0 1 0 2 13 2 0 1 1 0 0 0 1 2 3 1 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 20 11 24 7 -7 9 -5 -2 -3 -13 -14 -4 -9 18 -12 -16 25 -1 -22 -23 -24 -6 -11 -8 -15 -17 -18 right_child=10 4 14 8 5 6 26 15 -10 19 17 12 13 27 16 28 29 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 10 11 14 9 24 7 26 15 8 25 17 12 13 27 18 28 29 17 18 19 21 22 23 23 24 25 26 27 28 29 leaf_value=-0.0440896 -0.039883 0.0268572 0.0543481 0.0299066 0.0503055 0.0182759 0.0118889 0.0855118 -0.0258147 0.0261581 -0.00119627 0.00896889 0.0485663 -0.0238472 -0.0156295 0.0230137 0.0288729 -0.0342786 0.0102891 0.00835859 -0.036409 -0.0403911 -0.0469071 0.065286 0.00368237 -0.0203193 -0.0250789 -0.00176832 0.0436926 -0.00643048 leaf_count=5613 5096 552 118 419 115 3094 851 112 1036 136 1594 1749 117 1991 923 873 1017 1443 1555 984 1390 396 169 203 2961 1229 435 1326 1235 274 internal_value=0 0.0703251 -0.0216895 -0.128964 0.130726 0.182348 0.232964 0.267714 -0.0157319 0.0382372 -0.238591 0.0195608 -0.0175299 -0.10685 0.126592 0.384077 0.104366 -0.117526 0.0361023 -0.0239015 -0.33809 -0.195426 0.0394882 0.342099 0.0584847 -0.144257 0.0294781 -0.138444 0.355524 0.22745 internal_count=39006 30873 15462 11575 15411 9676 6600 5314 3804 2768 8133 5735 5183 3434 3887 2220 3769 3037 2478 2349 7771 2158 768 372 3076 1365 1286 3317 2108 1291 Tree=264 num_leaves=31 split_feature=66 14 39 13 59 41 24 47 84 24 15 85 84 53 24 74 7 53 47 24 32 88 0 24 21 25 21 13 91 91 split_gain=56.4644 28.2683 35.6675 27.0829 16.0982 16.0638 14.0507 13.8583 13.8158 12.5186 12.429 12.2581 11.8002 10.1959 9.43358 12.0602 13.0313 9.58511 11.3199 9.14608 9.06182 9.47434 7.88139 7.37882 7.16156 6.8434 6.35683 6.30282 6.28848 6.17344 threshold=0 0 0 0 0 2 0 1 0 1 0 0 4 0 2 1 1 0 2 1 0 0 1 0 0 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 11 5 7 13 -5 28 24 -8 19 -1 -9 -2 -11 16 -16 22 -19 -4 21 25 -17 -21 -6 -14 -18 -12 -3 -22 right_child=3 4 10 6 8 -7 9 12 -10 14 27 -13 20 -15 15 17 26 18 -20 23 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=11 13 28 19 6 24 5 9 12 8 14 27 11 25 13 16 22 26 18 18 23 29 21 22 23 24 25 26 27 28 29 leaf_value=-0.0430137 0.0658436 0.0311279 -0.0089844 -0.0381014 0.0411959 -0.0393676 -0.0278387 0.0728672 0.0711865 -0.0198275 -0.0326378 -0.00845888 0.0142334 -0.023459 0.121538 -0.032709 0.0554024 0.0645618 -0.0297804 -0.00284786 0.0215003 -0.0414099 0.0231865 0.035532 -0.0402011 0.0651851 -0.0291491 -0.00015084 0.0917025 -0.0205874 leaf_count=4732 202 375 608 2365 158 13187 2196 122 277 1473 928 1087 1207 510 111 360 167 158 1130 603 233 243 1895 1141 205 120 168 1696 115 1234 internal_value=0 0.0245411 -0.0727084 -0.227462 0.178953 -0.357542 -0.103897 0.108058 0.491101 -0.0452208 0.0639922 -0.298603 0.0459804 0.18405 0.0300671 0.106706 0.541216 0.0379358 -0.187014 0.186109 0.0120164 0.144234 0.160219 0.271934 0.0262892 0.211972 0.190727 -0.0774516 0.484639 -0.129356 internal_count=39006 15084 10795 23922 4289 13899 10023 3649 640 7658 4976 5819 3159 712 5462 3989 446 3543 1288 2352 3037 1570 2255 1744 363 1327 335 2624 490 1467 Tree=265 num_leaves=31 split_feature=33 33 33 85 59 59 88 38 10 69 53 23 33 14 15 47 63 23 24 21 90 7 35 14 15 7 61 31 14 24 split_gain=189.775 97.3367 35.1219 20.6333 11.7996 8.84948 7.25281 6.29603 5.57049 5.0706 2.53948 2.58308 1.87774 1.60954 1.6794 1.4964 0.802688 0.795144 1.06552 1.07162 0.682018 0.335356 0.450711 0.362166 0.194083 0.147929 0.128987 0.107637 0.160814 0.0718253 threshold=0 1 2 0 0 1 0 1 0 0 0 0 3 1 0 0 4 0 0 0 1 1 0 0 0 0 0 6 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=16 13 10 4 6 -6 9 -5 -9 12 11 -3 -4 14 15 -2 -1 18 19 -15 -14 26 23 24 -23 -13 -22 28 -18 -29 right_child=1 2 3 7 5 -7 -8 8 -10 -11 -12 25 20 17 -16 -17 27 -19 -20 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=16 15 11 12 7 5 5 6 8 8 9 10 25 20 19 14 15 28 17 18 19 26 24 22 23 24 25 26 29 28 29 leaf_value=-0.0285515 -0.0325294 0.0081985 0.0280396 -0.0533721 0.0307995 -0.0506563 0.010878 0.0267245 -0.0449072 0.0128442 -0.0512489 -0.0451006 0.0466021 -0.0130613 -0.0459903 0.0211064 -0.0513798 -0.0501826 -0.0488035 -0.0514361 0.0601483 0.0568809 0.0444858 0.0649902 0.0481675 -0.0302588 0.0678293 -0.0493844 -0.0355852 -0.0509643 leaf_count=369 136 131 100 253 127 169 183 195 102 115 1008 211 214 274 442 137 296 3570 873 320 265 478 105 156 101 180 107 11934 212 16243 internal_value=0 0.0891746 0.278135 0.359 0.426519 -0.00843191 0.474768 -0.116992 0.0724392 0.513923 -0.317496 -0.168082 0.542693 -0.428298 -0.242001 -0.0468674 -0.498568 -0.460745 -0.375392 -0.247013 0.55952 0.577765 0.557054 0.574201 0.550659 -0.377397 0.626168 -0.501641 -0.43777 -0.503036 internal_count=39006 9952 4200 2670 2120 296 1824 550 297 1641 1530 522 1526 5752 715 273 29054 5037 1467 594 1426 1212 840 735 579 391 372 28685 508 28177 Tree=266 num_leaves=31 split_feature=10 59 79 59 41 59 10 59 13 75 10 32 39 10 59 10 41 75 41 41 41 39 66 35 41 59 59 74 31 32 split_gain=137.11 112.494 59.6327 54.2135 46.9352 33.7234 25.211 22.5678 20.3432 19.2174 19.0871 16.9786 16.3131 14.009 13.7597 11.9515 10.8381 10.3632 10.233 10.1036 9.86526 9.83693 9.70322 9.62262 9.45794 9.05786 15.1179 9.04841 8.56929 8.43722 threshold=0 0 0 1 0 2 1 3 0 0 2 0 0 4 4 3 1 1 0 1 2 0 0 0 0 1 0 4 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 8 18 12 23 25 -7 9 -2 22 16 27 -12 -9 -15 -6 -11 -3 -20 -18 24 -8 -5 -10 -4 -27 -1 -24 -13 right_child=2 3 6 5 11 7 10 14 21 17 13 29 -14 15 -16 -17 20 -19 19 -21 -22 -23 28 -25 -26 26 -28 -29 -30 -31 leaf_parent=27 9 18 25 23 16 7 22 14 24 17 13 29 12 15 14 15 20 17 19 19 20 21 28 23 24 26 26 27 28 29 leaf_value=0.072077 0.0277139 -0.0271742 -0.0221368 -0.0272647 -0.00528574 -0.0121856 -0.0305324 0.0076676 -0.0202516 0.016088 -0.000368954 -0.00350962 -0.044286 0.0102878 0.0528309 0.0548593 0.00193865 -0.0302436 -0.021616 0.0209025 0.0396152 -0.0297887 0.0517832 0.0195674 0.0279066 -0.0154789 0.0366674 -0.0228073 -0.00264878 -0.0376552 leaf_count=132 2020 1916 202 400 1493 178 114 211 456 362 141 912 9758 197 1742 3566 399 642 498 410 373 1340 164 279 284 411 521 8567 175 1143 internal_value=0 -0.048483 0.257268 0.178827 -0.192366 0.319699 0.380461 0.416488 0.067962 0.168672 0.446212 -0.00480481 -0.311171 0.493992 0.474921 0.520358 0.102139 -0.0954219 -0.109823 0.0347062 0.23485 -0.132429 0.119819 -0.069174 0.0439073 0.132927 0.211567 -0.215106 0.265853 -0.199176 internal_count=39006 28411 10595 5634 22777 2810 5491 2131 5104 3024 4357 4320 18457 3904 1953 3763 2265 1004 2824 908 772 2080 453 679 740 1134 932 8699 339 2055 Tree=267 num_leaves=31 split_feature=37 39 44 31 85 68 89 22 91 10 42 55 23 75 84 0 35 85 32 84 47 65 70 79 42 85 17 79 32 10 split_gain=43.0312 23.9957 24.018 22.0458 15.7239 12.5565 13.0749 12.2407 10.5961 11.135 9.59754 8.147 9.24876 7.90198 7.61944 7.91387 7.51249 7.30711 7.89514 7.24638 7.17431 7.15534 6.87199 6.8635 6.80984 6.16408 5.86597 5.69895 5.64381 5.63623 threshold=0 0 1 0 0 1 1 1 0 1 1 1 0 2 0 1 0 1 0 2 3 0 1 0 1 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 21 7 8 -5 26 27 9 16 -8 -11 29 -12 -9 -16 23 -6 20 -3 -19 -1 -22 -4 -14 -17 -7 -2 -21 -13 right_child=3 19 4 5 17 6 10 14 -10 11 13 12 24 -15 15 25 -18 18 -20 28 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 27 19 23 5 17 26 10 14 8 11 13 29 24 13 15 25 16 20 18 28 22 21 22 23 24 25 26 27 28 29 leaf_value=0.019662 0.0582776 0.0079657 0.0474015 0.0465352 -0.0117471 0.0703483 0.0412313 -0.0250769 -0.046901 0.0208697 0.0412722 0.00108268 0.0298929 -0.00343895 0.073137 -0.0258796 -0.0311707 0.0818435 -0.0140695 -0.0234116 -0.0377896 0.0773421 0.0219836 -0.0296326 -0.0361041 0.0119277 0.0189034 -0.0158557 -0.0390973 -0.0449917 leaf_count=318 190 479 391 562 2038 223 315 3713 2362 418 237 1426 179 2893 123 821 241 120 672 6680 160 149 1222 158 4581 815 212 118 6306 884 internal_value=0 -0.162067 -0.0815768 0.0648846 -0.114311 0.174488 0.116841 -0.0941077 -0.201505 -0.153788 0.0577232 -0.204352 -0.236879 0.00718132 -0.145031 0.00981984 0.158811 0.0157299 0.114286 -0.283257 0.211075 0.4148 0.160135 0.321593 -0.331388 -0.0482658 0.470711 0.371523 -0.303596 -0.0627844 internal_count=39006 28784 15319 10222 14852 4442 3880 5780 10640 8278 3445 7488 7070 3130 5472 1759 790 4212 2174 13465 1502 467 1382 549 4760 1636 435 308 12986 2310 Tree=268 num_leaves=31 split_feature=89 75 87 77 70 29 1 89 67 65 24 85 77 1 29 67 67 13 89 29 74 65 47 85 7 37 24 39 17 82 split_gain=82.9816 70.97 62.1127 37.8171 32.031 27.7462 27.4459 24.7191 24.943 23.4872 22.1166 23.3458 19.927 20.3197 18.9298 17.3316 15.6348 15.1587 14.9916 13.9252 12.3516 13.8175 12.3003 12.1309 11.0279 10.4809 10.3338 9.67893 18.1608 9.33267 threshold=6 0 0 1 4 2 3 3 4 2 0 0 2 2 1 3 2 0 2 1 0 0 0 0 0 0 0 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 3 26 -5 -6 -3 -7 -9 -10 20 -12 -11 -14 -15 -16 -17 -4 -18 -13 21 22 -8 29 -21 -24 -2 28 -19 -20 right_child=1 6 17 4 5 7 10 8 9 12 11 19 13 14 15 16 18 27 23 24 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 26 6 17 4 5 7 22 8 9 12 11 19 13 14 15 16 18 28 29 24 20 21 25 23 24 25 26 27 28 29 leaf_value=0.108175 0.0117129 0.0706934 -0.0137366 0.0958211 0.0974765 0.0929989 0.0236525 0.0757337 0.0254434 0.04522 0.0166609 0.038976 0.0603631 0.0101882 0.0623357 0.0306909 0.0374093 -0.0411532 0.0484149 -0.0358667 0.0323029 0.0307323 -0.0274581 -0.0356704 -0.000803699 0.0121247 0.0461261 -0.0473238 0.0275267 -0.0179177 leaf_count=184 501 220 3178 125 106 106 652 141 1134 159 1618 113 219 971 140 372 178 1208 113 1534 1676 903 673 5104 623 316 529 5482 360 10368 internal_value=0 0.0199418 -0.0630891 0.012317 -0.0313762 -0.0443772 0.15883 -0.055456 -0.0657747 -0.0783708 0.137083 0.0153954 -0.108155 -0.124506 -0.137712 -0.175777 -0.187887 -0.276951 -0.205797 -0.157686 0.219148 0.129254 0.0198224 -0.220981 -0.218842 -0.109419 0.316266 -0.385114 -0.190954 -0.167112 internal_count=39006 38822 30494 20266 19236 19111 8328 19005 18899 18758 8108 3888 17624 17465 17246 16275 16135 10228 15763 2270 4220 2544 1641 15585 2157 989 1030 7050 1568 10481 Tree=269 num_leaves=31 split_feature=66 7 63 91 39 66 40 31 31 91 66 42 31 10 55 63 14 91 75 43 15 24 66 32 25 31 35 24 3 61 split_gain=90.8574 52.867 38.1031 23.0967 22.821 20.8727 16.1664 15.9993 18.7404 15.8768 14.493 14.893 13.5539 12.6575 11.9608 11.8387 11.0233 10.935 9.99714 10.1501 9.96547 8.91946 8.42379 8.41418 7.28159 11.8199 7.43154 7.23074 6.85798 6.62706 threshold=0 0 0 0 0 1 2 0 1 0 2 1 2 0 2 1 0 1 0 0 1 4 3 1 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=9 2 3 4 13 -3 -7 10 18 -1 28 -12 -10 16 -11 21 20 -5 -9 -20 -2 -4 -13 27 25 26 -16 -22 -8 -6 right_child=1 5 15 17 29 6 7 8 12 14 11 22 -14 -15 24 -17 -18 -19 19 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=9 20 5 21 17 29 6 28 18 12 14 11 22 12 13 26 15 16 17 19 19 27 21 22 23 24 25 26 27 28 29 leaf_value=-0.0361034 0.0569539 -0.0152577 0.0520892 0.00654523 -0.0435229 0.0544245 -0.020539 0.0154852 0.0190381 0.0705024 -0.0384152 0.0049346 -0.0192118 -0.028128 -0.0291472 -0.0402986 -0.0237154 0.0422182 0.0316348 0.113612 0.00381241 -0.0172768 0.0390989 0.00573189 -0.0397661 0.0488456 0.0183005 0.10359 0.0338619 -0.0136568 leaf_count=11701 382 1242 139 1355 2346 418 529 545 613 102 151 362 1476 1097 1346 3753 598 871 177 123 100 2752 1870 1321 1306 227 323 102 134 1545 internal_value=0 0.0526246 -0.0751565 0.0401432 -0.0631462 0.173428 0.209796 0.179276 0.0560989 -0.284607 0.26877 0.321598 -0.0638882 0.0904453 -0.0852412 -0.273715 0.173711 0.252514 0.311831 0.638347 0.254015 -0.123931 0.350765 0.141004 -0.137656 -0.0342358 -0.15096 0.629625 -0.0575924 -0.272892 internal_count=39006 24001 16361 9717 7491 7640 6398 5980 2934 15005 3046 2383 2089 3600 3304 6644 2503 2226 845 300 1905 2891 2232 1523 3202 1896 1669 202 663 3891 Tree=270 num_leaves=31 split_feature=24 66 80 7 16 66 74 34 46 66 14 58 7 15 6 33 35 13 36 0 70 19 9 13 10 28 56 41 37 85 split_gain=40.8542 30.0444 19.5604 16.3962 13.6729 11.3328 10.9883 10.7343 9.74411 9.23114 8.69828 8.22653 8.57942 8.12131 7.63231 9.22501 9.2235 7.45162 7.38772 7.36378 6.96185 6.12264 5.98588 5.71673 5.53025 6.34989 6.84117 5.35745 6.42203 5.81743 threshold=0 0 1 0 3 1 2 0 1 2 0 2 1 0 1 1 0 0 1 1 1 0 1 0 0 1 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 24 17 6 -4 18 -2 8 -7 -10 11 -5 -13 14 -11 16 -16 -3 -6 -20 -9 -17 23 -8 25 -1 -27 28 29 -14 right_child=3 2 4 10 5 7 22 20 9 13 -12 12 27 -15 15 21 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=25 6 17 4 11 18 8 23 20 9 14 10 12 29 13 16 21 16 17 19 19 20 21 22 23 24 26 26 27 28 29 leaf_value=0.031008 0.0315949 0.0860322 0.0631993 0.0758982 0.0289711 0.0523984 0.0210105 0.0473936 -0.0200798 0.0749667 -0.0350619 -0.0202499 0.0129074 -0.00525591 0.118044 0.00170973 0.0277067 0.00505064 0.0330925 -0.0366487 -0.0310411 0.0371114 -0.0379164 -0.040496 -0.0417802 0.0264034 -0.0250742 -0.0181881 -0.016971 0.0650128 leaf_count=259 344 272 173 114 226 257 410 141 1088 134 1702 2259 388 1269 102 1374 146 134 190 2288 1419 350 14786 500 3402 300 3734 650 301 295 internal_value=0 -0.0278415 0.0672267 -0.260728 0.0345784 0.0115554 -0.339826 0.0645937 0.113149 0.077274 -0.120411 -0.0494622 -0.0744583 0.131872 0.218513 0.176958 0.560199 0.637267 -0.211671 -0.291853 -0.22124 0.101901 -0.357563 -0.0563127 -0.233462 -0.171725 -0.20793 0.0952258 0.209069 0.34992 internal_count=39006 17257 9562 21749 9156 8983 16040 6280 4720 4463 5709 4007 3893 3375 2106 1972 248 406 2703 2478 1560 1724 15696 910 7695 4293 4034 1634 984 683 Tree=271 num_leaves=31 split_feature=59 59 32 3 87 74 87 66 56 40 16 63 40 16 31 80 0 10 70 8 66 15 13 56 14 85 82 31 20 14 split_gain=52.0661 40.3885 39.7248 27.1566 24.4312 23.195 23.3223 22.5526 18.9416 15.53 15.1354 15.0473 11.1491 10.3625 9.89355 9.55948 9.79142 9.13947 8.80208 10.8093 8.77984 8.96101 8.75517 8.49275 8.21054 8.06692 7.61002 7.78137 7.60323 7.42726 threshold=0 1 0 0 0 0 0 0 1 2 1 1 1 2 0 1 1 0 1 14 0 0 0 1 0 0 1 2 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 4 3 5 14 8 -7 -6 -1 -4 29 24 25 -13 22 -14 -17 -5 -15 -20 21 -18 -2 -22 -10 -12 -21 -28 -29 -11 right_child=1 -3 9 17 7 6 -8 -9 11 10 12 13 15 18 -16 16 20 -19 19 26 23 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_parent=8 22 1 9 17 7 6 6 7 24 29 25 13 15 18 14 16 21 17 19 26 23 21 22 23 24 25 27 28 28 29 leaf_value=-0.0378238 -0.021489 -0.0371782 -0.0188431 -0.0112695 -0.0224023 -0.0273108 0.0127823 0.0330442 -0.0159049 -0.0244611 0.0197543 -0.0535866 -0.0159559 -0.00390792 -0.0332501 0.0401827 0.00631848 -0.0450998 0.0628025 -0.0235163 -0.0138992 0.0232769 0.0131156 0.0282655 0.0106973 -0.00611832 -0.0178594 -0.0250461 0.0164017 0.0109774 leaf_count=491 1248 4777 420 1117 433 2458 722 1041 1276 534 735 158 215 951 1678 814 1515 1900 101 269 221 1707 630 3835 483 657 310 126 7880 304 internal_value=0 -0.115017 0.101457 0.0395648 0.00823378 0.061582 -0.118707 0.192434 0.0912691 0.176213 0.187165 0.102111 0.203564 0.127671 -0.145577 0.225885 0.234003 -0.223032 0.132643 0.149084 0.214503 0.153342 -0.0329454 0.268056 -0.0597596 0.062386 0.141151 0.148377 0.157043 -0.0573013 internal_count=39006 9807 29199 18242 5030 15225 3180 1474 12045 10957 10537 11554 9699 9795 3556 8307 8092 3017 9637 8686 7278 3222 1878 4056 1759 1392 8585 8316 8006 838 Tree=272 num_leaves=31 split_feature=91 39 24 85 63 63 66 39 39 31 39 91 55 23 14 14 63 14 70 87 87 43 39 70 23 38 66 42 66 23 split_gain=48.1033 36.3548 36.1576 19.9728 19.9597 21.5312 17.2808 17.1228 16.1626 14.8367 13.9649 13.4867 11.8989 11.6877 11.6554 10.769 10.514 10.405 10.0806 9.68694 10.1841 9.01964 8.66299 10.8154 8.19348 7.88759 8.10719 7.82058 7.71625 7.15794 threshold=0 0 0 0 0 1 0 1 0 0 2 1 1 0 0 0 2 1 2 0 1 1 1 1 0 1 0 2 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 15 6 14 12 19 -2 -7 -9 22 -4 28 -6 -1 -11 -17 -18 27 -21 -15 -10 -24 -20 -5 -27 -3 -12 -25 right_child=8 7 4 25 5 9 -8 10 11 16 13 -13 -14 21 -16 17 18 -19 24 20 -22 -23 23 29 -26 26 -28 -29 -30 -31 leaf_parent=15 8 27 12 25 14 9 6 10 22 16 28 11 12 21 14 17 18 17 24 20 20 21 23 29 24 26 26 27 28 29 leaf_value=-0.0435039 -0.0367417 0.0463857 0.0638703 0.0290108 -0.0311853 -0.0104934 -0.028056 0.00674134 -0.022455 -0.0172219 0.051055 -0.0298297 0.000410774 0.0427349 0.0165376 -0.0478125 0.0821759 0.00350428 -0.00829349 -0.00450975 0.0232 0.00943331 0.0704025 0.0166616 0.0310607 0.0062287 -0.0254061 -0.00713385 0.0264715 -0.0148829 leaf_count=6497 4148 116 115 265 827 479 2032 2909 1043 244 513 1572 1063 361 262 671 105 582 157 893 1104 2463 145 785 1527 581 934 3472 2354 787 internal_value=0 0.0708681 -0.0217638 -0.184866 0.0662382 0.146118 -0.0864717 0.134032 -0.172465 0.217714 0.181708 -0.0837583 0.0719702 0.231 -0.133812 -0.320238 0.271465 -0.127917 0.303779 0.0368147 0.131299 0.136084 0.0141104 0.0964002 0.275308 -0.0177462 -0.0825952 -0.0475273 0.302101 0.0421348 internal_count=39006 30526 16341 9530 6811 3601 3210 14185 8480 2512 8600 4332 1178 5691 1089 7750 2033 1253 1789 5585 1997 2824 2760 1717 1684 1780 1515 3588 2867 1572 Tree=273 num_leaves=31 split_feature=31 87 41 66 41 17 14 24 59 85 85 23 25 7 13 39 57 52 74 53 32 19 8 24 41 41 13 15 88 43 split_gain=51.4356 36.3217 21.5033 19.247 15.0163 15.9734 13.5293 13.4247 11.9794 11.5046 10.3455 9.04468 8.41844 9.19176 8.33562 7.84753 7.31629 6.85118 6.80389 18.7315 6.56912 8.54247 6.03828 6.99094 6.28217 7.36624 5.42522 5.31621 5.18722 4.8415 threshold=0 0 2 0 3 0 0 6 2 0 0 0 0 0 0 0 1 1 1 1 0 1 1 6 0 1 2 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 10 6 -3 8 9 -2 -6 26 -1 14 13 16 -9 -5 -10 -16 19 -17 28 -22 -18 -24 -25 -26 -4 -14 -8 -11 right_child=7 4 3 15 5 -7 20 11 12 29 -12 -13 27 -15 17 18 22 -19 -20 -21 21 -23 23 24 25 -27 -28 -29 -30 -31 leaf_parent=10 7 4 26 15 8 5 28 14 16 29 10 11 27 13 17 19 22 17 18 19 21 21 23 24 25 25 26 27 28 29 leaf_value=0.00176621 0.065961 0.0834396 0.0278064 -0.0427504 0.0753188 -0.0174902 0.0280423 -0.0345131 -0.0499121 0.00642687 0.0690905 -0.0395746 0.0523308 -0.0199485 0.0614474 0.129769 -0.0214546 -0.00652391 -0.025287 -0.0236595 0.0590446 -0.0167077 0.062473 0.00786577 0.0193297 0.07432 -0.0341217 0.0159839 -0.0248953 -0.0352141 leaf_count=711 117 147 145 4999 107 1953 991 1600 147 1262 271 10038 207 899 128 106 388 668 3505 338 101 812 180 3585 651 161 3975 374 193 247 internal_value=0 -0.0278748 -0.134898 -0.166134 0.0963564 0.0802634 -0.0667929 -0.31832 0.130857 -0.170833 0.334179 -0.33581 0.112215 0.071798 -0.140112 -0.306944 0.112169 0.0847703 -0.192582 0.193783 0.0943925 -0.0719871 0.128552 0.153288 0.130943 0.320572 -0.307309 0.319976 0.219152 0.0010977 internal_count=39006 26455 17656 16674 8799 8652 7726 12551 6699 5629 982 12434 6592 6011 2396 8948 5112 796 3949 444 2097 913 4965 4577 4397 812 4120 581 1184 1509 Tree=274 num_leaves=31 split_feature=33 33 33 42 74 43 10 37 74 15 53 41 31 14 15 7 24 31 14 38 66 14 53 23 24 7 66 53 53 41 split_gain=177.898 86.1471 32.1926 19.8335 17.6499 9.56425 5.69452 3.28323 2.89563 2.60247 2.42277 1.93782 2.04138 1.45563 1.51531 1.26318 0.850446 0.83184 1.03905 0.829701 0.724117 0.721558 0.713171 0.912433 1.29703 0.512597 0.700075 0.361877 0.313972 0.160374 threshold=0 1 2 1 0 0 0 0 1 0 0 0 0 1 0 0 0 6 0 1 0 0 0 0 0 1 2 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=17 13 10 19 5 6 9 -7 -6 20 11 12 -3 14 16 28 -2 18 -1 -4 -5 25 23 24 -15 -22 -27 -17 -11 -25 right_child=1 2 3 4 8 7 -8 -9 -10 15 -12 -13 -14 22 -16 27 -18 -19 -20 -21 21 -23 -24 29 -26 26 -28 -29 -30 -31 leaf_parent=18 16 12 19 20 8 7 6 7 8 28 10 11 12 24 14 27 16 17 18 19 25 21 22 29 24 26 26 27 28 29 leaf_value=-0.0513065 0.0141343 0.00811579 -0.0551308 0.0609863 -0.00239645 0.0211853 0.0124782 -0.0341893 -0.0564864 0.0549759 -0.0511804 -0.0537365 -0.0433014 -0.00892089 -0.0457336 0.019153 -0.0255529 -0.0501147 -0.0108932 -0.0234361 0.0558307 0.0613447 -0.0512212 -0.048395 -0.0459696 0.05256 0.0310916 0.0361086 0.041724 -0.0362028 leaf_count=309 124 234 131 710 182 138 174 121 109 121 1023 136 160 151 446 109 161 28593 218 122 137 157 2869 1182 407 110 117 101 129 325 internal_value=0 0.0837354 0.26166 0.3402 0.388383 0.444368 0.485995 0.00966475 -0.152099 0.518678 -0.314535 -0.170612 -0.0635189 -0.418963 -0.24306 0.394501 -0.0646493 -0.497151 -0.318462 -0.317318 0.566058 0.514427 -0.451829 -0.396156 -0.270216 0.464841 0.408834 0.2732 0.479745 -0.461795 internal_count=39006 9886 4221 2668 2415 2124 1865 259 291 1691 1553 530 394 5665 731 460 285 29120 527 253 1231 521 4934 2065 558 364 227 210 250 1507 Tree=275 num_leaves=31 split_feature=3 41 41 69 69 13 10 41 39 56 56 66 10 59 66 3 31 39 13 14 53 13 69 69 10 41 7 59 24 39 split_gain=132.806 91.0157 53.0726 37.195 35.7999 34.419 23.5367 23.1451 19.9449 19.0507 20.5094 18.5277 14.6484 14.1097 13.9465 13.1335 12.0049 10.4793 10.4012 10.0551 9.02431 8.09392 7.60555 10.0737 7.53193 7.49804 7.37075 7.17574 6.64967 6.41844 threshold=0 0 1 0 1 0 0 2 0 1 2 0 0 0 1 1 0 1 1 0 0 0 2 3 2 3 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 8 12 15 6 9 21 19 -1 -11 16 13 -2 -13 27 -8 -10 -7 26 -14 -4 -6 -24 -22 -9 -3 -5 -21 -12 right_child=3 2 7 4 22 18 11 25 17 10 29 14 20 -15 -16 -17 -18 -19 -20 28 24 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=9 13 26 21 27 22 18 16 25 17 10 29 14 20 13 14 15 16 17 18 28 24 21 23 23 24 25 26 27 28 29 leaf_value=0.0259817 0.00353582 0.0265048 0.0228496 -0.00832083 0.0111482 -0.0199569 0.00878892 0.0254389 -0.00490822 0.0524445 -0.0201163 0.029997 0.01014 0.0420127 -0.0197325 0.0494183 0.0545827 -0.0417606 -0.0438665 0.0188971 0.00925264 -0.00831653 0.00946632 -0.0278997 0.0546522 0.0501738 -0.00603848 0.0336615 -0.0399109 -0.0406107 leaf_count=699 916 893 634 515 793 3261 484 522 864 195 6333 303 213 756 1276 934 477 1677 7219 136 109 667 471 892 2589 1105 455 295 345 2978 internal_value=0 -0.0322217 0.144862 0.283797 0.134591 -0.166592 -0.0752752 0.304393 -0.0567335 -0.174028 -0.223052 0.0920595 0.406084 0.248244 -0.0719462 0.351593 0.305772 -0.248614 -0.339904 0.0858505 0.488922 0.0984437 -0.0450809 -0.141791 0.520617 0.426385 0.166367 0.130128 -0.212749 -0.257146 internal_count=39006 30523 7298 8483 3900 23225 12745 2928 4370 10205 9506 2540 4583 1672 1579 1744 961 2541 10480 1829 2911 1301 2156 1363 2698 1627 1348 810 481 9311 Tree=276 num_leaves=31 split_feature=38 91 38 38 38 37 39 35 16 10 13 36 31 66 42 85 26 14 23 70 31 85 15 55 10 24 39 14 79 55 split_gain=39.2613 35.7892 29.6186 25.9901 25.0079 22.25 12.8827 11.4787 15.7438 11.2089 10.1518 8.97589 8.91023 8.14552 8.01434 7.70335 7.45151 7.07409 7.29481 11.1792 7.26684 6.80788 6.72073 6.27517 6.15262 5.98217 5.9315 5.78665 5.73015 5.64217 threshold=5 0 3 4 2 0 0 0 2 1 0 2 0 0 1 0 1 0 0 1 0 0 0 1 0 1 1 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 24 -4 13 6 7 8 -6 10 -10 28 -13 -5 21 -15 -16 18 19 -11 25 -14 -17 -20 -2 -21 -8 -19 -7 -18 right_child=1 -3 3 4 5 11 26 -9 9 17 -12 12 14 15 16 22 29 27 23 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 24 1 3 13 8 28 26 7 10 19 10 12 21 15 16 22 29 27 23 25 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0921285 0.0345156 -0.0325023 0.0604956 0.0916232 0.0670341 0.0568619 -0.016132 -0.0288426 0.00324871 0.0762273 0.0704471 -0.0120895 0.0747076 -0.0059506 0.0593571 0.0821281 0.0241722 -0.00704288 0.0290403 0.0404682 -0.0383675 0.00947987 0.0192143 -0.0192036 0.0949084 -0.00107994 -0.0342487 -0.0415185 -0.00635998 -0.00562112 leaf_count=125 206 8470 177 144 169 254 3887 2772 575 140 163 3771 149 388 125 126 354 795 201 247 669 128 181 3263 110 1214 6408 1576 126 2093 internal_value=0 -0.0951691 -0.0523935 -0.0673883 -0.0802778 -0.101119 -0.161941 -0.096708 -0.0455902 -0.0693711 0.234387 0.0295555 0.00061104 0.32749 0.089929 0.230798 0.0384567 -0.110601 -0.0552045 0.075593 0.00969076 0.41898 0.446704 -0.150173 0.591244 0.0916488 -0.265318 -0.272649 0.378321 0.00565108 internal_count=39006 38881 30411 30095 29918 29079 22079 11784 9012 8843 738 7000 6620 839 2849 695 2572 8105 5734 2270 2130 277 307 3464 316 1461 10295 2371 380 2447 Tree=277 num_leaves=31 split_feature=37 87 37 74 24 24 85 91 32 13 85 65 69 36 36 37 41 7 14 39 7 1 85 42 31 1 85 32 35 41 split_gain=73.7513 53.8103 35.2722 27.6304 27.5671 23.6414 18.6682 17.1159 16.5789 16.3093 15.3148 14.1201 13.5957 13.1094 12.7686 12.7032 12.4787 14.7475 10.8117 9.36022 9.29205 9.26579 8.95589 8.61105 8.35969 8.18431 8.14128 7.69166 7.65868 7.36928 threshold=0 0 1 0 1 0 0 0 0 0 1 2 0 1 2 2 0 0 0 0 1 2 2 1 1 1 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 8 4 11 15 24 14 16 13 -8 -1 21 -3 -5 -4 17 23 20 -10 -13 -6 28 -2 -7 -11 -23 -14 -12 -18 right_child=2 9 5 7 12 6 10 -9 19 25 22 18 27 -15 -16 -17 29 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=11 23 13 15 14 21 24 10 7 19 25 28 20 27 13 14 15 29 17 18 19 20 26 22 23 24 25 26 27 28 29 leaf_value=0.0700176 -0.0466317 0.0324133 0.0224074 0.0568106 0.0515069 0.0614348 0.0227016 -0.0160658 0.00245737 0.0309523 -0.0322056 0.0455751 0.0146785 -0.0202824 0.0157585 0.0491937 0.00566212 0.041373 -0.0230281 -0.0322076 0.00773966 -0.0155627 -0.0415214 0.0112498 0.0210574 -0.043525 -0.036387 -0.0183418 0.042016 -0.0362319 leaf_count=176 198 252 975 275 104 192 425 874 739 108 129 343 1505 2689 2916 1281 647 595 953 1490 1879 6651 530 1391 891 6201 2824 1060 119 594 internal_value=0 -0.0559242 0.168821 0.00891002 -0.0624406 0.27325 0.127986 0.142108 0.0272886 -0.276565 -0.063886 0.130564 -0.137885 -0.133042 0.197852 0.391765 0.112987 0.189255 0.0839736 -0.163642 0.153925 -0.193737 -0.253035 0.0646876 0.28568 -0.409581 -0.206341 0.0409548 0.0743769 -0.120969 internal_count=39006 28810 10196 19560 15495 4542 2286 4065 5654 9250 1203 3351 12144 2941 3191 2256 3425 2184 3175 2229 2222 9579 778 1589 1083 6309 9475 2565 248 1241 Tree=278 num_leaves=31 split_feature=66 35 0 63 28 39 63 79 66 91 63 33 12 41 66 34 66 42 11 59 63 63 19 25 31 31 91 91 91 31 split_gain=84.9426 43.9749 41.5146 28.1744 21.0223 21.3235 18.5144 18.1198 17.2253 15.4104 13.558 12.8731 12.358 12.34 12.1782 12.5253 11.6072 11.7325 11.0824 11.9517 10.0642 10.0767 9.12259 8.95035 8.98713 10.377 8.88095 9.40977 7.75109 7.11896 threshold=0 0 3 0 2 0 1 0 1 0 0 0 2 1 2 0 1 1 1 0 1 2 0 0 0 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=9 2 -2 4 -4 8 12 10 -6 -1 16 14 -5 -7 28 22 -3 -18 19 -12 -20 -22 -16 24 -11 -26 -15 -28 -10 -13 right_child=1 7 3 6 5 13 -8 -9 11 23 18 29 -14 26 15 -17 17 -19 20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_parent=9 2 16 4 12 8 13 6 7 28 24 19 29 12 26 22 15 17 17 20 19 21 21 22 23 25 25 27 27 28 29 leaf_value=-0.0358241 0.0589941 -0.0134986 0.0760932 0.0557572 -0.0204845 0.0167195 -0.046677 -0.00824652 -0.0191551 -0.00726319 0.012786 0.0146113 -0.0168897 -0.0364057 0.0689608 -0.0126445 -0.0359698 0.0345761 0.0180096 0.0864688 0.013491 -0.0254986 0.0064694 -0.0374468 -0.0389439 0.0800748 -0.0284496 0.027449 0.0486529 -0.0308295 leaf_count=11658 350 418 149 156 1727 665 3388 1602 570 1764 210 559 2601 3389 847 307 159 2592 1112 122 508 871 225 1369 125 112 600 275 155 421 internal_value=0 0.049568 -0.0643706 -0.101715 -0.00632822 -0.0322234 -0.285486 0.162792 0.101054 -0.280323 0.206005 0.202977 -0.099524 -0.188538 0.330527 0.468877 0.290262 0.323331 0.0953063 0.414768 0.0400866 -0.0941104 0.579306 -0.0849546 0.0221557 0.472183 -0.262178 -0.0388149 0.00686851 -0.040566 internal_count=39006 23978 16384 16034 9889 9740 6145 7594 4811 15028 5992 3084 2757 4929 2104 1379 3169 2751 2823 332 2491 1379 1072 3370 2001 237 4264 875 725 980 Tree=279 num_leaves=31 split_feature=24 66 36 0 78 83 34 16 75 14 47 54 84 53 52 17 10 70 35 31 85 87 47 28 46 36 32 46 77 82 split_gain=36.8405 28.4835 18.1081 15.7327 14.7795 13.566 11.2872 12.4272 12.6312 11.3792 10.6479 10.2024 9.4254 10.7217 8.85339 7.25685 5.46625 5.29581 5.22887 6.6339 5.17279 5.15523 5.09595 4.95707 4.60834 4.47708 5.1794 4.36199 4.34503 5.02555 threshold=0 0 1 3 3 1 0 3 0 0 2 2 0 0 3 0 0 1 1 0 0 0 4 1 1 1 0 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 16 10 -3 -5 -6 7 -7 9 25 20 18 24 -14 -13 27 23 -8 -4 -20 -2 -12 -17 -1 -10 -9 -27 -16 -25 -30 right_child=2 3 11 4 5 6 17 8 12 -11 21 14 13 -15 15 22 -18 -19 19 -21 -22 -23 -24 28 -26 26 -28 -29 29 -31 leaf_parent=23 20 3 18 4 5 7 17 25 24 9 21 14 13 13 27 22 16 17 19 19 20 21 22 28 24 26 26 27 29 29 leaf_value=0.0257942 0.00984922 0.0958687 0.0709512 0.0797791 0.0744435 0.0658605 0.0301005 0.0235953 0.0557685 -0.0384059 0.00260702 0.0507512 0.0989357 0.00464419 0.0218763 0.0355565 -0.0427667 -0.0296486 -0.0421464 0.0291915 0.0894724 -0.0322741 -0.0228948 0.0243773 0.00691018 0.00269057 -0.0264439 -0.038999 0.0334965 -0.0265324 leaf_count=246 150 111 102 131 175 130 190 427 101 1363 1210 193 162 166 125 209 3376 2436 285 247 167 793 3923 147 1563 1913 732 14332 138 3763 internal_value=0 -0.0317293 -0.255353 0.0598905 0.0431879 0.0241517 0.00538421 0.0532695 0.0281091 -0.0695986 0.00333405 -0.304206 0.193131 0.591054 -0.325884 -0.335187 -0.236761 -0.235614 0.0862843 -0.0460711 0.529835 -0.0855179 -0.196173 -0.175618 0.111828 0.0039437 -0.0444457 -0.381414 -0.207853 -0.236993 internal_count=39006 17270 21736 9600 9489 9358 9183 6557 6427 4435 2320 19416 1992 328 18782 18589 7670 2626 634 532 317 2003 4132 4294 1664 3072 2645 14457 4048 3901 Tree=280 num_leaves=31 split_feature=1 14 24 29 85 88 66 71 71 24 0 87 41 47 20 72 87 19 12 17 63 87 23 35 41 87 10 10 44 71 split_gain=48.5048 41.4473 56.3355 29.0995 26.841 24.3137 22.999 25.613 25.563 20.8133 17.7192 16.5507 21.7588 16.1269 12.0168 11.7229 11.8894 11.0894 10.9079 9.71182 9.13177 8.45103 7.76093 7.75496 8.45072 7.37968 7.33444 7.265 7.813 7.25546 threshold=1 0 0 1 0 0 0 0 1 1 1 0 0 2 1 2 0 0 1 0 1 0 0 0 0 1 0 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 4 -4 21 9 -3 11 -9 15 -11 12 17 -10 -6 -5 23 -8 -12 -16 -20 -2 -15 24 -17 -23 -7 -22 -29 -24 right_child=1 6 3 5 14 26 7 8 13 10 18 -13 -14 22 19 16 -18 -19 20 -21 27 25 29 -25 -26 -27 -28 28 -30 -31 leaf_parent=0 21 6 3 15 14 26 17 8 13 10 18 11 12 22 19 24 16 17 20 19 27 25 29 23 24 25 26 28 28 29 leaf_value=-0.0337871 -0.035148 0.0061396 -0.040253 0.0275591 0.0533911 -0.00494135 0.013355 0.0101212 -0.00263609 0.0398451 -0.0166075 0.0225197 -0.0381706 0.0191918 0.00289535 0.000259445 0.00898155 -0.0422107 -0.000248355 -0.0363628 0.0393893 -0.0259062 0.0262205 -0.0353508 -0.0357281 0.0229372 -0.0342202 0.0487667 0.0150312 0.0545468 leaf_count=2574 8489 4100 844 387 138 1641 1357 1021 182 812 342 1675 579 213 1404 1265 1353 175 820 617 413 919 293 705 546 281 651 194 3726 1291 internal_value=0 0.0813241 0.0236578 0.0774212 -0.170315 0.0917556 0.156709 0.215103 0.321636 0.121108 0.174146 0.121276 0.00438341 0.418283 0.00928302 0.0116529 -0.0263016 0.0922749 0.141436 -0.0377815 0.158266 -0.297796 0.46176 -0.126382 -0.0642451 -0.0681986 -0.109933 0.186694 0.166044 0.499609 internal_count=39006 36432 25546 13698 11848 12854 10886 6786 3000 10562 6306 3786 2111 1979 2159 4256 3869 1532 5495 2021 5153 9689 1797 2516 1811 1200 2292 4333 3920 1584 Tree=281 num_leaves=31 split_feature=24 32 7 66 85 84 42 84 33 91 47 26 84 47 63 47 13 23 15 75 62 66 16 91 75 66 35 66 70 23 split_gain=39.55 29.1092 24.5538 28.2878 22.4592 20.0396 15.7697 14.3149 13.7639 13.4307 11.63 11.6426 10.5139 9.83073 8.9909 14.1019 12.9852 14.5275 10.5815 8.86025 9.03988 8.5027 8.25654 8.70693 8.19692 7.86069 7.79754 7.57288 7.33666 7.16422 threshold=0 0 0 0 0 0 4 0 0 0 8 1 1 1 0 0 0 0 0 0 1 1 1 0 0 1 1 0 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 6 5 7 29 -2 -1 10 13 -8 -12 -7 -3 15 -13 -17 18 -18 20 -15 -5 -10 -24 -6 -20 -22 -28 -16 -4 right_child=2 9 3 21 24 12 8 -9 22 -11 11 14 -14 19 28 16 17 -19 25 -21 26 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_parent=7 6 13 29 21 24 12 10 7 22 9 11 15 12 20 28 16 18 17 25 19 26 21 23 23 24 25 27 27 28 29 leaf_value=-0.0389375 0.0737975 -0.0180499 0.00834198 0.00371111 0.00270475 0.00928662 0.0551297 -0.00249018 -0.0467413 -0.0228364 0.0427599 0.0145934 0.062854 0.0945982 0.0529773 -0.0245768 0.0042978 -0.0096495 0.0812115 -0.0176517 0.0658976 -0.0267099 0.00553974 -0.0284011 -0.0280699 0.0264652 0.0323749 -0.000174147 0.0158347 -0.0260333 leaf_count=9312 125 604 625 656 1584 193 211 1085 280 1227 413 3517 267 104 174 1143 872 1749 150 542 221 3508 1899 747 873 433 784 879 4389 440 internal_value=0 -0.0901974 0.0827087 -0.058483 -0.180072 0.133793 0.115122 -0.309311 0.10932 0.0942653 0.131785 0.124356 0.422383 0.166635 0.113885 0.0700578 -0.0220844 0.041647 0.189994 0.226912 0.281773 -0.205351 -0.0324006 -0.000314004 -0.0328769 0.400555 0.243152 0.186846 0.171764 -0.0262801 internal_count=39006 17215 21791 5689 12854 1525 16102 10397 15977 4361 13051 12840 460 3134 12427 7864 4347 3204 1455 2530 1988 4164 2926 2646 2457 583 1884 1663 4563 1065 Tree=282 num_leaves=31 split_feature=31 87 41 85 66 41 17 23 24 66 24 13 24 8 8 14 24 61 79 32 91 24 85 40 14 31 24 14 14 87 split_gain=49.3629 31.27 22.5848 14.5291 14.4446 11.9649 13.0785 11.37 10.7797 9.47322 9.04985 9.01261 8.705 8.8365 8.22088 8.03627 7.46077 7.26922 6.78543 6.43117 6.23902 6.52819 6.18072 6.03424 5.91474 5.20383 8.42924 5.18458 9.7615 10.3385 threshold=0 0 0 0 0 3 0 0 3 1 0 0 8 1 2 0 1 0 0 0 0 6 0 1 0 1 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 4 11 8 -3 12 10 -1 -5 -2 -4 -7 -14 -15 22 -12 -18 -13 -17 21 -16 -10 -24 -22 26 -9 -23 29 -29 right_child=7 5 3 9 -6 6 -8 25 15 -11 16 18 13 14 20 19 17 -19 -20 -21 24 27 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=8 10 5 11 9 4 12 6 26 22 9 16 18 13 14 21 19 17 17 18 19 24 27 23 23 24 25 26 29 28 29 leaf_value=0.0282856 -0.0438581 0.0744087 -0.0267371 0.0779288 -0.0339428 0.0776218 -0.0149609 -0.0496185 -0.0360442 0.0185084 -0.0267941 0.0253465 -0.0245005 -0.0468753 0.056309 0.0146431 0.0497323 -0.00943818 -0.0398486 -0.0203664 0.0177847 -0.0102266 0.0516803 -0.0155679 0.0577614 -0.04494 -0.00880701 -0.0133212 0.0352466 0.0174149 leaf_count=380 1290 147 2601 244 6665 123 1959 1776 2985 1084 499 701 515 174 179 886 311 361 379 670 520 787 106 965 315 6812 1528 1256 935 1853 internal_value=0 -0.0195263 -0.119817 0.0805464 -0.197739 0.0957218 0.0810622 -0.307935 -0.0998577 0.296559 -0.0919603 -0.0855082 0.12712 0.114051 0.138518 -0.145583 0.0494954 0.228801 0.130893 0.00394731 0.152893 0.115851 -0.243254 -0.0847936 0.335988 -0.377186 -0.251999 0.096774 0.13227 0.0610856 internal_count=39006 26429 17666 5009 12657 8763 8616 12577 5992 1328 2461 3681 6657 6534 6019 5612 1171 672 1080 1556 5845 5010 4056 1071 835 10116 3304 4831 4044 3109 Tree=283 num_leaves=31 split_feature=33 33 33 42 74 10 15 35 13 33 53 23 85 38 66 7 24 14 23 63 32 53 66 17 7 63 53 66 32 47 split_gain=169.752 84.4547 28.2709 16.4404 14.9792 9.18098 5.17939 5.11938 2.74923 2.67997 2.55034 2.41133 2.27867 1.19403 1.1756 1.23648 1.04074 1.28544 0.98037 0.87092 0.684387 0.663993 0.303732 0.278845 0.337413 0.254614 0.44476 0.254392 0.223983 0.143716 threshold=0 1 2 1 0 0 0 0 0 3 0 0 0 1 0 0 0 1 0 4 1 0 1 0 0 1 0 2 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=19 16 11 13 5 6 14 8 20 -6 -7 12 -3 -4 29 28 17 -2 21 -1 -8 -19 -20 24 -13 26 -18 -17 -16 -5 right_child=1 2 3 4 9 10 7 -9 -10 -11 -12 23 -14 -15 15 27 25 18 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 17 12 13 29 9 10 20 7 8 9 10 24 12 13 28 27 26 21 22 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0264408 -0.00905551 0.0155614 -0.054977 0.0670394 -0.0553984 0.0238294 0.0373437 -0.0140718 0.0136169 -0.000652238 -0.0219938 -0.0459198 -0.0385452 -0.0163119 0.0527207 0.0467917 -0.0242564 -0.0142449 -0.0322222 -0.0499001 0.0547458 -0.0435949 -0.051416 -0.0514253 -0.0250603 -0.0503913 -0.051164 0.0340851 0.0635921 0.0597427 leaf_count=373 291 236 130 142 121 105 136 111 123 159 168 363 176 120 166 100 250 153 244 28763 226 427 1293 519 255 2651 363 145 115 582 internal_value=0 0.0860295 0.265165 0.340651 0.386189 0.438113 0.482068 0.32746 0.401801 -0.131085 0.0259961 -0.28365 -0.0691535 -0.261148 0.555216 0.488837 -0.425704 -0.350138 -0.398037 -0.495583 0.483339 -0.259311 -0.479008 -0.419894 -0.361331 -0.483358 -0.391941 0.389317 0.575369 0.612183 internal_count=39006 9870 4198 2649 2399 2119 1846 596 485 280 273 1549 412 250 1250 526 5672 2408 2117 29136 362 580 1537 1137 618 3264 613 245 281 724 Tree=284 num_leaves=31 split_feature=3 41 41 24 24 10 75 41 24 19 32 19 61 17 66 92 13 75 10 71 32 37 2 14 14 23 71 17 19 33 split_gain=117.082 85.0371 48.2207 36.4264 33.7856 28.8156 23.4477 19.8303 19.4638 18.3046 13.3124 12.3697 11.6755 11.5617 9.54431 9.52053 9.29283 8.83511 7.3474 7.34098 7.02036 6.82484 6.76941 6.57928 8.43815 6.5441 6.34825 6.08472 6.01562 5.97186 threshold=0 0 1 0 0 0 0 2 0 0 0 1 0 0 5 1 0 1 0 0 1 0 0 0 1 4 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 8 9 5 13 12 19 26 18 22 -11 -7 15 -10 -1 -6 -8 21 -4 -12 -2 -5 -9 -25 -20 29 -28 -18 -3 right_child=3 2 7 10 16 6 17 23 14 11 20 -13 -14 -15 -16 -17 28 -19 25 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_parent=15 21 29 19 22 16 12 17 23 14 11 20 11 12 13 14 15 28 17 25 19 20 21 22 24 24 25 27 27 28 29 leaf_value=0.04015 0.0396621 0.0323069 0.0193688 0.00712989 -0.0197947 0.0409911 0.0123416 0.0456218 0.0453087 0.0354417 0.00631483 -0.0014454 -0.00342969 0.00566189 -0.022376 -0.0286414 -0.0440497 -0.03626 0.0023945 -0.013638 -0.0257911 0.00339865 0.0332069 0.0387772 -0.0227462 0.0514441 -0.040147 0.022965 -0.0151828 -0.00228256 leaf_count=141 791 634 868 945 5564 1007 233 1353 112 711 664 686 352 1444 2972 5669 7196 565 107 426 770 285 664 178 114 2880 212 126 1011 326 internal_value=0 -0.027698 0.143354 0.271944 -0.159707 -0.0393689 0.146379 0.29543 -0.0499428 0.368243 0.0823134 0.177405 0.301357 -0.178848 -0.188493 -0.256144 -0.291793 -0.170804 0.440747 0.103698 -0.0875952 0.298091 0.198939 0.408085 0.171721 0.49447 0.144549 -0.138147 -0.389513 0.219281 internal_count=39006 30503 7321 8503 23182 9411 2157 2939 4382 5460 3043 1397 1359 7254 3084 5810 13771 798 4063 1294 1434 1076 1609 1645 292 2987 1298 338 8207 960 Tree=285 num_leaves=31 split_feature=49 49 38 91 44 42 49 31 44 84 49 66 8 10 75 85 70 16 80 80 49 87 47 43 42 66 42 16 19 29 split_gain=37.9809 36.3752 34.3354 30.3956 24.5644 18.4744 18.1521 18.7198 13.8803 12.7417 10.9378 9.10263 9.42558 7.9261 7.6694 6.74199 6.6847 6.38272 6.32841 6.32597 6.02086 5.83691 5.76403 5.16716 5.15079 5.50738 5.13935 5.13469 5.05183 4.53054 threshold=5 4 5 0 1 5 3 5 2 0 1 0 1 0 0 4 1 1 1 1 2 0 4 0 2 8 1 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 13 -3 4 22 -6 23 -8 -9 10 21 15 17 -2 19 -12 -16 -13 -17 -11 -21 -10 -4 -7 -5 -26 -14 28 -22 -24 right_child=1 2 3 24 5 6 7 8 9 14 11 12 26 -15 16 18 -18 -19 -20 20 27 -23 29 -25 25 -27 -28 -29 -30 -31 leaf_parent=0 13 2 22 24 5 23 7 8 21 19 15 17 26 13 16 18 16 17 18 20 28 21 29 23 25 25 26 27 28 29 leaf_value=0.0879265 0.106532 0.0878675 -0.030529 0.0184364 0.0862501 0.0674541 0.0407742 0.0429611 0.0169044 0.0352694 0.0365463 0.0764338 -0.00463688 0.0304028 0.0499627 0.0397154 0.00455736 -0.00629662 -0.0162782 0.0223204 -0.00965691 -0.0194767 -0.0243544 0.0122815 0.0303789 -0.0360513 -0.0333437 -0.0196188 0.0594065 0.032398 leaf_count=141 121 112 121 228 124 159 346 225 830 192 185 124 775 100 191 186 989 899 7855 208 275 499 107 143 145 8041 10748 3710 101 1126 internal_value=0 -0.0856737 -0.0982849 -0.108255 -0.0681928 -0.0952116 -0.102332 -0.115562 -0.129209 -0.138932 -0.185182 -0.212705 -0.27767 0.719978 -0.029215 -0.123677 0.12334 0.0441739 -0.144436 -0.0967319 -0.124002 0.0398018 0.240364 0.407857 -0.325688 -0.344289 -0.309856 -0.159636 0.158668 0.284892 internal_count=39006 38865 38644 38532 30118 28764 28640 28338 27992 27767 22101 20772 12546 221 5666 8226 1180 1023 8041 4486 4294 1329 1354 302 8414 8186 11523 4086 376 1233 Tree=286 num_leaves=31 split_feature=89 23 23 47 36 23 85 29 37 77 32 10 29 88 75 0 29 37 23 88 65 13 7 10 85 35 41 66 24 63 split_gain=63.4275 61.725 50.6563 48.1174 35.7471 33.728 33.5149 26.7785 24.5909 21.5014 18.8927 17.4422 17.3264 16.1688 12.336 15.0691 12.3183 12.0287 11.4896 10.4506 10.3834 10.0814 9.97561 9.87625 9.31339 9.07115 8.03897 7.85428 7.81635 7.52744 threshold=6 0 1 0 1 2 0 2 0 1 0 0 1 0 0 1 1 1 3 1 0 0 0 0 0 2 0 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 6 9 5 18 -4 10 -6 16 28 11 13 -11 14 15 -2 -9 -10 -5 -15 29 -14 -20 24 26 -7 -19 -13 -3 -18 right_child=1 2 3 4 7 25 -8 8 17 12 -12 27 21 19 -16 -17 20 23 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 15 28 5 18 7 25 6 16 17 12 10 27 21 19 14 15 29 26 22 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0956568 0.0660446 -0.00825573 0.0031363 -0.0109114 0.0721108 0.0693852 -0.0351915 0.0115143 -0.00579272 0.0189992 -0.0279531 0.0425976 -0.0145026 0.021578 0.0373981 -0.010616 -0.0153345 0.0362195 0.0113095 0.0901795 -0.000976985 -0.038553 0.0438121 0.0338728 -0.0197212 0.0370344 -0.0161846 -0.026405 0.0476924 -0.0377387 leaf_count=179 117 113 2195 317 131 317 6631 463 1416 394 2395 112 3520 231 341 1799 2834 259 534 145 1465 3226 1004 690 324 3172 137 2105 224 2216 internal_value=0 0.0180451 0.0768863 0.13337 0.0511345 0.300512 -0.156702 -0.0143124 -0.0341945 -0.122815 -0.043167 0.0404334 -0.175472 0.141567 0.0574224 -0.0376672 -0.137411 0.0994111 0.283927 0.526306 -0.185894 -0.229468 0.340702 0.197779 0.0512548 0.409065 0.211121 -0.203753 0.289577 -0.255747 internal_count=39006 38827 24951 17474 11790 5684 13876 9935 9804 7477 7245 4850 7140 2633 2257 1916 6978 2826 1855 376 6515 6746 1538 1410 720 3489 396 2217 337 5050 Tree=287 num_leaves=31 split_feature=61 61 66 0 47 31 14 66 87 3 66 14 42 42 63 88 63 35 14 40 74 10 14 37 73 35 2 24 14 46 split_gain=79.4453 38.1622 28.9173 24.0814 24.0702 21.204 20.7496 17.3848 15.8549 14.8914 14.6796 13.8649 13.1418 13.2019 14.6929 10.3848 10.3455 10.8783 9.96608 8.97681 10.4523 8.55257 8.76603 8.44408 9.83107 9.68485 8.41629 7.42528 7.29148 6.70878 threshold=0 1 0 5 0 2 0 0 0 0 1 0 2 1 0 0 1 0 1 1 4 0 0 0 2 0 0 0 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 7 -1 -3 11 27 8 -2 9 19 -9 -5 -7 26 15 -15 -16 -18 -13 -4 -21 22 29 24 -22 -26 -14 -6 -20 -12 right_child=1 3 6 4 5 12 -8 10 -10 -11 21 18 13 14 16 -17 17 -19 28 20 23 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=2 7 3 19 11 27 12 6 10 8 9 29 18 26 15 16 15 17 17 28 20 24 21 22 23 25 25 26 27 28 29 leaf_value=-0.0404096 -0.0389392 0.0727081 0.0340739 0.00814416 0.0165367 -0.0556246 -0.0367234 -0.0393782 -0.0295575 -0.0396764 -0.0394105 0.00664461 -0.0422778 0.041317 0.0224467 0.0139964 -0.044916 0.00661851 0.00523001 0.0611279 0.0877266 -0.0210931 -0.0196922 -0.0332106 -0.0142183 0.0144811 0.0255881 0.0699963 -0.0535397 0.020442 leaf_count=9329 2890 184 662 2247 172 156 3528 1239 2662 1239 111 446 380 1481 788 851 471 447 196 100 111 922 698 840 2650 1122 139 346 928 1671 internal_value=0 0.0837014 -0.193548 0.161868 0.139038 0.217052 -0.112265 -0.0997329 -0.0455077 0.020119 -0.0242637 -0.0329628 0.169126 0.18577 0.21807 0.314828 0.0633705 -0.106655 -0.249479 0.0667963 0.019182 0.0387046 0.102263 -0.0109267 0.0361949 0.0121713 -0.198309 0.575567 -0.412498 0.170458 internal_count=39006 16763 22243 9232 9048 5231 12914 7531 9386 6724 4641 3817 4713 4557 4038 2332 1706 918 1570 5485 4823 3402 2480 4723 3883 3772 519 518 1124 1782 Tree=288 num_leaves=31 split_feature=16 24 66 46 7 0 66 74 34 6 69 16 80 75 75 41 7 33 32 54 16 31 28 13 85 0 75 31 41 14 split_gain=38.3482 34.9206 27.437 18.5726 14.3463 13.8082 11.9022 10.6993 9.79364 8.3355 8.57808 8.08823 9.64348 7.38453 10.7605 7.1717 7.13943 5.99807 11.1662 7.30076 6.03359 5.10604 4.66645 4.58817 5.68796 4.55877 4.54035 4.489 7.56706 4.36048 threshold=5 0 0 2 0 3 1 0 0 1 0 3 1 0 1 0 1 1 0 1 2 0 1 0 1 1 0 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 22 -4 7 -5 25 27 9 10 -8 -11 -13 29 -15 16 23 18 26 21 -21 -19 -2 24 -6 -7 -14 28 -3 -9 right_child=1 4 3 5 15 6 8 13 -10 11 -12 12 17 14 -16 -17 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 22 28 3 5 24 25 10 29 8 11 10 12 26 14 14 15 16 21 18 20 20 21 22 23 24 25 26 27 28 29 leaf_value=0.109493 0.0116534 -0.0426242 0.0883595 0.0867989 0.0427564 0.0239915 0.0807665 -0.0106294 -0.0193744 0.0591325 0.0027064 0.065483 0.0233505 -0.0171524 0.0796577 -0.0299804 0.0123333 0.0478021 -0.0329865 0.0311908 -0.0104731 -0.00442451 -0.0265575 -0.033167 -0.0137983 -0.026675 0.074872 -0.0402903 0.0521924 -0.0492348 leaf_count=155 513 309 165 110 167 218 185 1224 1684 114 149 135 218 370 245 2176 1365 245 181 169 3093 201 7120 1152 816 2529 154 12715 235 894 internal_value=0 -0.136909 -0.0303984 0.059276 -0.25098 0.0375139 0.0210304 -0.32841 0.0729291 0.118371 0.481612 0.0851385 0.0598809 -0.111458 0.227584 -0.117476 -0.040266 0.032981 0.266545 -0.0115649 -0.0653592 0.268749 -0.236246 -0.162202 -0.030169 -0.21084 0.4693 -0.384555 -0.0339405 -0.232071 internal_count=39006 38851 17183 9550 21668 9385 9275 15992 6528 4844 334 4510 4396 2733 615 5676 3500 4261 553 3708 3262 446 7633 2135 983 2747 372 13259 544 2118 Tree=289 num_leaves=31 split_feature=13 14 85 78 74 74 82 0 41 72 76 14 85 17 66 37 24 23 43 42 59 74 24 38 87 63 63 46 59 47 split_gain=46.1058 47.2489 37.312 22.7398 20.3024 17.215 16.2208 15.6449 15.5933 15.0025 11.1144 10.5509 13.6772 12.2481 11.4233 10.5429 10.2845 10.1534 10.0258 9.91283 9.82741 9.30979 8.98039 8.9392 8.49891 8.26674 11.5723 8.17805 7.85076 7.70804 threshold=0 0 0 2 0 1 1 1 0 2 4 0 0 0 0 0 0 0 0 1 2 0 1 1 0 0 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 16 -2 6 20 -5 -8 15 -4 -9 13 14 27 -13 23 -1 -15 21 -11 -6 22 25 -3 -22 -18 -27 -12 -21 -29 right_child=3 8 9 4 5 -7 7 10 -10 19 11 12 -14 17 -16 -17 18 -19 -20 28 24 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_parent=16 3 23 9 6 20 5 7 10 8 19 27 14 12 17 14 15 25 17 18 28 24 21 22 23 24 26 26 29 28 29 leaf_value=-0.0379276 -0.0367883 0.0466626 0.0270822 -0.0245716 -0.0497499 -0.0314343 0.0323504 0.0695795 -0.0120895 0.0225208 -0.033524 0.01691 0.0122941 0.00819238 0.042372 -0.00484791 -0.0281016 -0.0261582 -0.0455959 -0.00531872 -0.00566917 -0.0400027 0.026284 0.0148695 0.0195528 -0.0336101 0.0624167 0.00681394 -0.0339845 0.0185602 leaf_count=8773 437 252 454 508 135 955 1410 101 1231 387 145 818 2442 624 955 815 824 908 920 2613 989 715 346 3156 865 185 151 2808 947 3137 internal_value=0 -0.0199896 -0.12462 0.120471 0.128411 -0.0267097 0.151092 0.159212 0.0962426 -0.00593083 0.13991 0.135381 0.195384 0.0952269 0.302922 0.13526 -0.278373 -0.0802909 -0.163946 -0.0529104 0.0545971 -0.0816899 0.00811199 0.172038 0.0856142 -0.130682 0.203762 0.121826 -0.0890429 0.12968 internal_count=39006 21769 16315 17237 16800 2944 13856 13348 5454 4401 11938 11837 4215 7622 1773 4223 11914 1532 3141 3947 1989 2221 1506 3408 1854 1160 336 6090 3560 5945 Tree=290 num_leaves=31 split_feature=59 14 39 85 59 71 87 31 55 42 31 84 85 31 32 84 23 42 20 61 14 12 63 66 63 39 35 7 69 24 split_gain=47.6776 26.8622 33.4112 23.5452 16.4341 14.721 11.5788 11.1635 10.4917 9.93775 9.20962 9.19747 8.84001 8.83919 8.82562 8.45632 8.42065 7.93044 7.54649 12.3264 8.15797 10.1184 7.32188 7.20383 7.16684 6.50156 5.96456 5.94526 6.68132 8.45697 threshold=0 0 0 0 1 0 0 7 1 1 6 0 1 8 0 1 4 1 2 0 1 2 4 0 1 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 11 5 -2 12 -5 -3 14 -11 16 -4 -9 -10 -13 -1 -15 19 -12 21 -20 -22 -7 -8 -14 -19 28 -23 -30 right_child=4 8 6 7 -6 23 24 13 9 10 18 15 25 17 -16 -17 -18 26 20 -21 22 27 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=16 5 8 12 7 4 23 24 13 14 10 19 15 25 17 14 15 16 26 21 19 22 28 22 23 24 25 26 27 29 29 leaf_value=0.01057 -0.0253103 0.0376025 0.0110526 0.0277036 -0.0437013 0.0298285 0.0298541 0.0378302 0.01217 0.0402718 0.0804761 -0.0220089 -0.0195113 0.0166666 0.0455191 0.0569127 -0.0402188 -0.00806935 0.0585574 -0.000361196 0.0482307 -0.00621904 0.010814 -0.00692967 0.0111024 0.00113431 -0.0319361 -0.021363 -0.0279039 0.0268758 leaf_count=437 3438 677 1640 272 4770 514 752 108 464 230 120 449 1929 312 510 200 6262 1878 126 152 139 1512 3913 1067 3091 1868 759 781 162 474 internal_value=0 0.0655616 0.0107881 -0.113971 -0.204896 -0.107401 0.0827912 -0.0213221 0.142645 0.125635 0.101204 -0.300689 0.0117989 -0.0624536 0.290763 0.0694052 -0.355745 -0.0875386 0.0869698 0.397337 0.0751038 -0.0082676 0.124682 0.0901643 0.151951 -0.0651434 -0.128782 -0.0314183 0.0146419 0.168432 internal_count=39006 29217 19957 10677 9789 5019 9280 3329 9260 8583 7609 7348 5437 3057 974 649 6699 2949 7379 272 7107 3055 4052 1581 3843 3797 2637 2929 2148 636 Tree=291 num_leaves=31 split_feature=39 14 61 14 41 41 31 91 14 14 39 25 87 87 59 24 13 55 41 34 31 47 59 79 63 87 24 69 87 14 split_gain=45.1322 35.7362 22.392 22.3799 16.6194 15.9871 14.1343 12.6369 11.6914 11.0022 10.9747 9.18392 8.8936 10.5242 8.68653 8.24669 8.19758 7.92935 7.77591 7.70727 6.98054 6.96268 12.1814 6.81352 6.04767 5.79278 5.53913 5.43811 5.28039 5.27704 threshold=0 0 0 1 0 0 0 0 2 0 1 0 0 1 0 8 0 1 1 0 0 0 1 0 0 0 1 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 12 7 -3 16 6 28 11 -7 10 -6 15 -1 -14 18 -2 -4 -15 -11 24 -12 22 -17 -16 -9 -24 -27 -13 29 -5 right_child=2 3 4 5 9 8 -8 19 -10 14 20 27 13 17 23 21 -18 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31 leaf_parent=12 15 3 16 29 10 8 6 24 8 18 20 27 13 17 23 22 16 17 18 19 20 21 25 23 24 26 26 27 28 29 leaf_value=-0.0405732 0.0742074 -0.0291604 -0.0391001 -0.0376835 -0.0446414 -0.000644972 -0.039385 0.0551103 0.0906399 -0.0113241 0.0149068 0.0112885 -0.0377733 0.0623092 0.0754308 0.0720234 -0.0133304 -0.00916928 0.0421894 -0.0134717 -0.0488043 -0.0099222 -0.0104683 -0.00564476 0.00409685 -0.0118038 0.0242815 0.0525284 0.0415237 0.0178813 leaf_count=12689 110 2029 2566 229 858 225 999 731 254 645 808 445 1970 131 234 144 3758 1055 276 311 286 3904 1436 136 225 392 939 295 412 514 internal_value=0 -0.229911 0.00456785 0.00669604 -0.108865 0.178404 0.0462105 0.102498 0.614516 0.0541646 -0.105288 0.0558986 -0.338978 -0.198423 0.238391 0.0152456 -0.218014 -0.0061272 0.0826649 0.353172 0.0549571 0.000765859 0.0914032 0.559396 0.446327 0.0433333 0.147873 0.303547 0.197143 0.0443459 internal_count=39006 20507 18499 4662 9567 2633 2154 8932 479 3243 1952 7665 15845 3156 1291 6925 6324 1186 921 1267 1094 6815 2911 370 956 2767 1331 740 1155 743 Tree=292 num_leaves=31 split_feature=33 33 33 33 33 38 75 17 33 33 23 24 85 21 24 24 21 59 75 61 23 14 7 31 14 90 17 24 7 66 split_gain=159.039 77.99 24.3324 16.7566 17.0943 10.5424 5.30455 3.23594 3.15425 2.77547 2.66706 2.63695 2.4741 1.66171 1.45773 0.792669 1.12472 1.36366 1.56068 1.49485 1.58892 0.637388 0.56387 0.557241 0.687646 0.518452 0.458253 0.441293 0.231157 0.34437 threshold=0 1 2 3 4 1 0 0 5 6 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 1 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=23 15 10 7 13 -6 8 11 -7 -10 12 -4 -3 -5 21 16 17 18 19 20 -2 25 -12 24 -1 -11 28 -24 -27 -30 right_child=1 2 3 4 5 6 -8 -9 9 14 22 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 26 -28 -29 29 -31 leaf_parent=24 20 12 11 13 5 8 6 7 9 25 22 11 12 13 14 15 16 17 18 19 20 21 27 23 24 28 26 27 29 29 leaf_value=-0.0512043 0.0279216 0.0204562 0.0216884 -0.00324835 -0.0185898 0.021215 0.0102418 -0.0499452 0.0257561 0.0401825 -0.0517025 -0.0249823 -0.0375671 -0.0412076 0.0716468 -0.0474092 -0.0511405 -0.0517857 -0.051948 -0.0376812 -0.021647 0.0613994 -0.0152438 -0.0499513 -0.0170123 0.0624296 0.0438177 -0.0430961 0.0586638 0.0465768 leaf_count=306 123 231 125 140 205 111 109 206 117 154 636 149 171 116 162 3279 1167 488 249 218 188 285 190 28553 217 175 174 318 261 183 internal_value=0 0.0775907 0.250964 0.320799 0.381397 0.443476 0.479358 -0.148603 0.511222 0.537121 -0.270658 -0.0116675 -0.0373881 -0.146385 0.563612 -0.422486 -0.356158 -0.284664 -0.20038 -0.104411 0.0356553 0.535754 -0.415625 -0.496007 -0.343873 0.507619 0.530629 -0.301299 0.558964 0.532539 internal_count=39006 9930 4218 2672 2192 1936 1731 480 1622 1511 1546 274 402 256 1394 5712 2433 1266 778 529 311 1232 1144 29076 523 947 793 508 619 444 Tree=293 num_leaves=31 split_feature=2 59 59 10 13 59 59 10 10 41 10 13 61 66 61 41 10 59 10 41 41 66 41 41 59 59 7 69 41 14 split_gain=108.381 83.7484 58.5604 35.1399 32.3645 32.098 24.2053 22.3429 27.3355 19.1359 19.6382 18.3477 17.7829 17.5293 16.6305 14.6369 14.1001 13.3628 11.6557 11.6211 11.3142 10.7438 9.64629 12.2507 9.55468 9.43365 9.35257 7.98553 7.91253 7.35044 threshold=0 0 1 0 0 2 3 1 2 0 0 1 0 0 1 1 1 4 4 0 0 1 1 2 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 20 12 9 -4 -7 28 25 10 -1 19 -2 16 -14 -11 -12 27 -10 -6 -3 -15 -22 -24 -16 -9 29 -8 -5 -21 right_child=3 2 5 7 11 6 17 8 18 15 13 -13 14 21 24 -17 -18 -19 -20 26 22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=10 12 20 5 28 19 6 27 25 18 15 16 11 14 21 24 15 16 17 18 29 22 21 23 23 24 25 26 27 28 29 leaf_value=-0.0238599 0.0290265 -0.0249447 -0.00207239 -0.0220957 -0.0274524 -0.00975925 0.0402871 -0.0441355 -0.00419848 -0.00660126 -0.037114 -0.0412754 0.0208439 0.0244988 -0.0424992 0.0295414 0.0415225 0.0515764 0.0518031 0.0434788 -0.0171239 -0.0311094 -0.0119458 0.0460639 -0.00229782 0.0183043 -0.0276107 -0.0240743 0.0203942 -0.0165832 leaf_count=8894 1070 2250 828 338 2738 249 119 159 113 1224 199 8426 738 211 913 637 592 1833 3571 283 594 972 226 219 426 179 263 102 451 189 internal_value=0 -0.0273668 0.153163 0.269804 -0.147821 0.298301 0.399771 0.37187 0.435045 -0.0541212 -0.132959 -0.297348 0.0786682 0.0583259 -0.0553619 0.116801 0.288718 0.464464 0.492912 -0.118692 -0.10862 -0.161723 0.0375262 0.208805 -0.219585 -0.0516303 0.0948408 0.0731644 0.0706829 0.265957 internal_count=39006 31048 6420 7958 24628 3131 2303 4811 4022 12729 10868 11899 3147 1974 2077 1861 791 2054 3684 3473 3289 1183 1039 445 1339 338 735 221 789 472 Tree=294 num_leaves=31 split_feature=37 49 38 49 49 22 22 14 61 31 10 86 10 59 85 66 65 92 91 40 24 70 69 39 75 63 21 31 43 35 split_gain=32.9225 24.2666 20.7046 18.3552 20.5976 17.0367 18.1091 11.0674 11.2161 10.7886 8.35984 7.00978 6.8998 6.94902 6.84321 6.41236 7.47143 11.0527 6.38962 6.02777 5.7848 8.74038 6.5193 5.79955 5.67356 6.01581 5.20871 4.71538 4.69629 4.65446 threshold=0 3 2 1 2 1 2 0 0 0 0 3 1 0 4 0 0 1 0 1 1 1 0 0 2 0 0 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 10 26 19 -7 8 15 18 -4 -11 13 -13 -10 20 17 -17 29 -2 22 -22 23 -6 25 -14 -5 -19 -12 -8 right_child=5 2 3 4 7 6 9 -9 14 11 28 12 24 -15 -16 16 -18 27 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=1 19 2 10 26 23 6 29 7 14 11 28 13 25 13 14 17 16 27 18 19 21 21 22 23 24 25 26 27 28 29 leaf_value=0.0713445 -0.0040838 0.0400967 -0.00309536 0.044976 0.0238492 0.045469 -0.0019452 -0.035292 0.0319125 0.0575096 0.0548504 0.042693 -0.0142264 -0.00417279 -0.033516 0.0705529 0.00478315 0.00901983 -0.0391051 0.0465566 0.0575788 -0.01343 0.0585577 -0.030508 -0.00580009 0.0665955 -0.0136674 -0.0315003 -0.00151225 -0.0295476 leaf_count=131 155 453 1174 242 303 373 2875 7638 141 115 213 331 114 272 6504 108 1098 317 1497 617 163 4221 161 479 2775 115 116 5175 170 960 internal_value=0 -0.143695 -0.155887 -0.172127 -0.203854 0.057899 0.0140109 -0.224581 -0.17929 -0.0236653 0.0879293 0.0653559 0.0415686 0.240859 -0.310709 -0.118647 -0.195266 -0.255319 -0.144278 0.369913 -0.0317382 -0.0961432 0.167331 0.0260048 -0.021114 0.344944 0.297346 -0.283347 0.378631 -0.0835951 internal_count=39006 28807 28676 28223 26666 10199 9427 26308 18670 9054 1557 3722 3607 603 6645 12025 6698 5600 5332 772 5327 4384 943 782 3004 229 358 5492 383 3835 Tree=295 num_leaves=31 split_feature=89 89 46 89 14 37 13 13 37 29 89 79 37 46 89 47 77 7 52 14 66 41 2 1 72 77 32 31 37 40 split_gain=61.8079 60.1016 59.6807 59.4902 56.5376 44.8266 31.7309 29.9099 21.0895 19.4668 18.5776 17.4852 16.9394 13.8463 14.137 14.1892 12.2732 12.2167 9.3482 8.69044 8.63088 9.08907 8.58596 10.158 9.07755 9.11131 8.55451 8.55758 8.35931 8.26016 threshold=6 5 5 4 0 0 0 1 1 1 3 0 2 3 2 0 1 0 2 1 2 0 0 1 1 1 0 1 3 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 5 6 9 -8 17 -5 -11 16 -10 -12 -15 22 -6 -7 -13 -18 -19 -22 23 -16 -25 -26 27 -17 -14 -9 right_child=1 2 3 4 11 8 7 29 12 10 13 18 28 14 15 26 19 20 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 9 16 17 7 29 12 10 13 18 28 14 23 27 19 20 18 19 21 21 22 24 25 25 26 27 28 29 leaf_value=0.0954885 0.0981939 0.124467 0.0723221 0.0228786 0.00863154 -0.00634158 -0.000827845 0.0378793 0.00971553 0.0718498 0.0604516 0.0560841 0.021244 0.0367212 0.0616861 0.0147578 -0.0207583 0.0652224 -0.00501274 -0.041623 0.024332 -0.0195746 -0.0200005 0.0510083 0.0370156 -0.00318123 -0.0353916 -0.0154834 0.0459595 -0.0439246 leaf_count=176 162 119 286 1113 287 2615 2700 129 1362 105 110 109 673 228 125 542 3840 134 1679 5325 628 413 1517 156 157 2915 1302 3552 968 5579 internal_value=0 0.0175554 0.00707185 -0.00112836 -0.0151867 0.0340747 -0.0424696 -0.221692 0.161401 0.0191644 -0.0242822 -0.215457 0.258782 -0.0384084 -0.0508036 -0.0706434 -0.281127 0.0359923 0.0198871 -0.318889 0.198806 0.132284 0.031 0.0809016 0.0499585 0.0158897 -0.156424 -0.107344 0.3666 -0.412353 internal_count=39006 38830 38668 38549 38263 27023 20230 8408 6793 11822 10709 11240 3003 10604 10494 10266 9452 3790 1788 9165 1175 1041 4870 3353 3228 3072 5396 4094 1641 5708 Tree=296 num_leaves=31 split_feature=66 66 63 63 35 42 61 61 39 42 61 10 40 46 63 31 91 40 16 0 78 39 40 63 63 7 34 45 43 43 split_gain=75.7711 41.857 35.419 30.3402 24.0528 22.6616 18.9686 14.882 14.4159 13.0784 11.5642 10.6749 10.6479 9.67225 9.34018 9.30529 9.05208 8.37258 8.35051 12.2904 7.95147 7.57426 7.24076 6.94428 8.97801 6.47955 6.24539 6.10311 7.6626 5.66611 threshold=0 1 0 1 0 1 0 0 0 2 1 0 2 1 2 2 0 1 1 1 1 1 1 3 4 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=7 16 5 12 -5 -3 8 -1 11 -8 -9 20 -4 -11 -6 -12 -2 -15 -19 -20 -7 -17 -14 -16 -25 -24 -22 -21 -29 -18 right_child=1 2 3 4 14 6 9 10 -10 13 15 -13 22 17 23 21 29 18 19 27 26 -23 25 24 -26 -27 -28 28 -30 -31 leaf_parent=7 16 5 12 4 14 20 9 10 8 13 15 11 22 17 23 21 29 18 19 27 26 21 25 24 24 25 26 28 28 29 leaf_value=-0.0407496 -0.030733 -0.0321741 0.0585031 -0.0448702 0.0151374 -0.0429538 -0.0474295 -0.037837 -0.0238006 -0.00951658 0.0471501 -0.0228078 0.0301148 0.0515451 0.0101918 0.0199796 0.0115277 0.0506009 -0.0165124 -0.00958136 0.0285178 -0.0185946 -0.0148561 0.0177545 -0.0423603 0.0120316 -0.0239984 0.0390075 0.0111492 -0.0273452 leaf_count=9390 4818 720 174 3017 705 121 118 2900 1742 229 189 727 603 715 310 427 845 467 345 184 1827 2161 1487 171 641 1042 257 1527 621 526 internal_value=0 0.0443622 0.0925625 -0.0431549 -0.198935 0.18565 0.212508 -0.276277 0.0636511 0.293192 -0.156552 0.149735 0.127599 0.30983 -0.0374796 -0.0513029 -0.217186 0.333653 0.28501 0.234422 0.215154 -0.104285 0.0848216 -0.173998 -0.293691 0.0175576 0.248656 0.285032 0.314738 -0.0228265 internal_count=39006 23939 17750 8150 4844 9600 8880 15067 4674 4206 5677 2932 3306 4088 1827 2777 6189 3859 3144 2677 2205 2588 3132 1122 812 2529 2084 2332 2148 1371 Tree=297 num_leaves=31 split_feature=24 0 77 36 35 33 75 74 32 16 61 46 57 80 59 47 14 7 87 14 34 74 34 39 90 72 33 70 54 6 split_gain=36.914 17.4793 18.8046 16.2807 15.9086 9.4782 9.32579 8.22541 8.18148 8.06307 7.86683 7.72041 7.67919 8.62881 7.50441 7.43379 7.0171 7.44918 5.61279 5.57522 5.52749 5.16509 4.87465 4.81935 5.82696 5.29657 4.38504 5.54888 4.6949 4.9238 threshold=0 3 4 1 0 1 0 2 0 2 0 2 1 1 1 2 0 3 0 0 0 0 0 0 1 1 0 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 15 5 8 10 -8 -4 -7 -5 -11 -6 -14 -9 21 17 -12 -17 20 26 -2 23 24 -15 -26 27 -13 -29 -30 right_child=3 2 4 6 12 9 7 14 -10 11 16 19 13 22 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31 leaf_parent=1 21 2 8 10 12 9 7 14 8 11 17 27 13 24 14 18 16 17 18 19 20 21 22 23 25 25 26 28 29 29 leaf_value=0.0851567 0.00552124 0.0922229 0.0254137 -0.0423203 -0.029454 0.0347509 0.0581715 0.0233671 -0.0355964 0.0634654 0.0578766 0.0326345 0.0630833 0.0531937 -0.0254009 0.00391559 -0.0425796 -0.0184342 -0.032982 -0.0400168 -0.0361396 0.0821528 -0.0164281 -0.00960059 0.0503271 0.00854892 -0.0344607 0.042732 0.032797 -0.0170401 leaf_count=128 201 108 1189 8903 435 242 162 461 433 121 131 227 180 165 2656 1218 2833 4201 803 2704 2604 130 1081 707 149 1633 1358 112 185 3546 internal_value=0 -0.0144873 -0.0281362 -0.24281 -0.0417282 -0.130814 -0.291864 -0.107993 0.119692 -0.176052 -0.336688 -0.19779 0.0826956 0.116689 -0.161767 0.00145232 -0.236736 -0.148803 -0.0760282 -0.211424 -0.167287 0.423672 0.0861378 0.123679 0.172328 0.128437 -0.114788 -0.0700967 -0.109256 -0.136153 internal_count=39006 17307 17179 21699 17071 12721 19347 3279 1622 11099 16068 10857 4350 3915 3117 2352 7165 4332 2021 10736 8032 331 3735 2654 1947 1782 5428 4070 3843 3731 Tree=298 num_leaves=31 split_feature=59 59 32 79 87 47 19 47 40 40 29 67 80 32 54 18 56 22 56 16 24 0 16 71 12 32 32 22 57 38 split_gain=44.6679 32.8478 32.2194 22.9277 20.332 23.2725 18.9113 13.4112 13.1516 12.8481 10.8911 10.7328 10.5692 10.2361 10.0789 9.51644 9.36467 9.22374 8.74587 8.52615 8.06425 7.91652 7.79572 7.78479 7.33328 7.28684 8.76558 6.73496 7.2147 6.84479 threshold=0 1 0 0 0 0 0 1 1 2 1 2 1 0 1 1 2 1 1 1 0 1 2 0 1 1 2 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 4 3 6 13 -6 11 -7 23 -10 -11 -1 -12 -2 -13 -16 -17 -14 -18 -19 -8 -21 -20 -4 -24 -23 -27 -26 -29 -30 right_child=1 -3 8 -5 5 7 20 -9 9 10 12 14 17 -15 15 16 18 19 22 21 -22 25 24 -25 27 26 -28 28 29 -31 leaf_parent=11 13 1 23 3 5 7 20 7 9 10 12 14 17 13 15 16 18 19 22 21 20 25 24 23 27 26 26 28 29 29 leaf_value=-0.0370355 -0.0282732 -0.0363306 -0.0134088 -0.0220064 -0.022176 -0.0108758 -0.0329219 0.0437368 -0.0163225 -0.015108 -0.0200203 -0.0137662 -0.0164351 0.00234752 -0.0246843 -0.0624301 -0.0254277 -0.000528058 -0.0467125 0.0383525 -0.00490197 0.0158921 -0.0124744 0.0112742 -0.0209783 0.0183973 0.0354285 -0.019757 0.0343277 0.0126302 leaf_count=231 2543 4764 773 3256 564 233 1186 679 411 362 231 803 208 1005 333 122 427 560 167 771 1228 3821 597 787 204 1632 1405 270 464 8970 internal_value=0 -0.119152 0.0866033 0.0304955 -0.00751992 0.162301 0.050237 0.32152 0.154382 0.177602 0.188972 0.0735598 0.198954 -0.152284 0.0798823 0.0921703 0.100036 0.207449 0.103743 0.215577 -0.13848 0.228503 0.110782 0.00676608 0.114746 0.210404 0.266423 0.123806 0.130005 0.136893 internal_count=39006 9788 29218 18257 5024 1476 15001 912 10961 9401 8990 12587 8628 3548 12356 11553 11220 8397 11098 8189 2414 7629 10671 1560 10504 6858 3037 9907 9703 9434 Tree=299 num_leaves=31 split_feature=25 87 14 39 14 85 87 70 85 39 39 39 39 47 31 17 26 69 74 23 38 24 55 28 19 47 25 87 31 71 split_gain=43.1479 28.6183 36.573 27.3222 14.1196 13.4498 11.7517 11.0765 10.9336 10.7857 13.4681 12.4233 9.58843 8.855 8.51553 7.70045 7.66907 7.34285 9.3408 7.49794 6.81041 6.60404 6.36101 6.72062 6.5564 6.29864 6.05319 7.00237 5.72907 5.65129 threshold=0 0 0 0 1 0 1 1 1 1 2 3 0 5 0 0 1 0 1 0 1 0 1 1 0 0 1 0 6 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 5 8 -1 21 14 -4 15 -11 25 -2 -8 -7 -5 -15 18 -6 -20 -9 -3 -18 24 -24 -12 27 -14 -23 -21 right_child=12 6 4 9 17 7 13 20 -10 10 11 -13 26 16 -16 -17 22 -19 19 29 -22 28 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=5 12 21 8 15 18 14 13 20 8 10 25 11 27 16 14 15 22 17 19 29 20 28 24 23 24 25 26 27 28 29 leaf_value=-0.0363803 -0.0378286 -0.0103176 0.0212214 -0.00514669 0.0370849 -0.0310613 0.0492099 0.0159944 -0.0117115 -0.0124983 0.0133991 0.0269137 -0.0184152 0.047108 0.0329073 -0.0402671 0.036267 0.0311841 0.0196452 0.00815408 -0.0247718 0.03771 0.0611919 0.0119416 -0.00302623 -0.026293 -0.0316149 0.0159308 0.00726613 -0.0222025 leaf_count=6806 5035 1451 451 1859 309 128 323 193 1909 1090 250 1262 982 232 254 762 426 1137 599 452 1722 164 175 4400 102 394 1424 591 3582 542 internal_value=0 0.0626193 -0.000437519 -0.0873482 0.122983 -0.223086 0.132673 -0.110858 -0.0170385 0.01326 0.0835209 0.169301 -0.222279 0.185167 0.167108 -0.120338 0.169002 0.194558 0.127404 0.0626831 -0.194962 0.0597283 0.154027 0.135153 0.423451 -0.0639354 -0.116149 -0.0283327 0.091293 -0.0569988 internal_count=39006 30974 20119 14720 5399 9103 10855 2297 2360 5617 2996 1906 8032 5658 382 2621 5335 3039 1902 1593 1915 5197 5103 4677 277 644 2997 1573 3746 994 Tree=300 num_leaves=31 split_feature=87 39 31 14 41 88 24 17 31 25 25 84 24 7 33 33 41 23 55 34 61 24 69 25 0 91 40 13 69 24 split_gain=45.1867 22.6368 18.2888 15.3962 15.3182 15.1612 13.9861 11.9941 9.32446 9.22816 8.92311 8.42876 7.96638 7.30328 7.18577 6.95229 7.48833 6.33034 8.73264 7.19921 6.29887 5.5464 5.20157 5.12022 5.02083 5.21512 5.19013 5.00845 4.78713 6.06707 threshold=0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 0 2 0 1 1 0 1 2 1 1 1 1 2 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 4 -1 -2 6 -3 10 12 13 14 -5 -4 15 17 16 -8 19 -19 -6 28 -11 -21 -10 -18 -26 -27 -28 29 -20 right_child=2 5 8 11 7 -7 9 -9 23 21 -12 -13 -14 -15 -16 -17 24 18 20 22 -22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_parent=3 4 6 12 11 19 5 16 7 23 21 10 11 12 13 14 15 24 18 29 22 20 21 22 23 25 26 27 27 28 29 leaf_value=-0.0390869 0.0804368 -0.0277193 -0.0465957 -0.0262572 -0.0348892 -0.0338625 0.0653557 -0.0146871 0.0111223 -0.00583442 0.0327205 0.0107565 0.0135492 -0.0268199 -0.0175698 -0.0288786 -0.0368431 0.0555801 -0.020364 0.0645043 -0.0294836 0.0390299 0.0199537 -0.0438387 0.0437331 0.0520725 0.0426802 -0.00600213 -0.0185463 0.0222745 leaf_count=12696 148 2693 459 2195 152 2704 101 1950 218 274 626 850 830 1060 796 577 339 191 349 161 736 349 2080 2346 284 203 231 1851 492 1065 internal_value=0 -0.188231 0.0449821 -0.305905 0.0963355 -0.0829674 -0.021489 0.0790138 -0.188798 0.0488492 0.122566 -0.0959012 0.00549465 -0.0189243 0.0799053 0.0436992 0.0996219 0.113144 0.0160882 0.200288 -0.0296066 0.272116 0.233528 -0.363718 0.0573867 0.0970338 0.0407052 -0.00561439 0.0431413 0.124882 internal_count=39006 26407 12599 15741 8746 10666 7962 8598 3853 5269 6648 3045 1289 4646 6022 3586 3009 5226 2833 2393 2642 623 2241 2564 2908 2569 2285 2082 1906 1414 Tree=301 num_leaves=31 split_feature=33 33 85 74 77 34 33 15 33 79 85 19 24 61 56 23 14 47 31 14 23 24 61 35 14 15 91 14 47 47 split_gain=149.527 67.0013 24.6122 16.4783 10.3525 8.74967 6.03722 3.9996 3.89241 2.85027 2.59679 2.06927 2.46786 1.89976 1.7781 1.44377 1.18575 1.50969 0.945656 1.0749 0.861231 1.29769 0.975791 0.822229 0.642846 0.423461 0.351106 0.165545 0.166892 0.165046 threshold=0 1 0 0 1 0 2 0 3 0 1 0 0 0 1 0 1 0 6 0 0 0 0 0 0 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=18 16 3 4 -3 6 15 10 -8 -7 13 12 -5 -4 -10 -6 17 -2 19 -1 21 22 -18 25 -9 27 -27 28 -16 -30 right_child=1 2 7 11 5 9 8 24 14 -11 -12 -13 -14 -15 23 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_parent=19 17 4 13 12 15 9 8 24 14 9 10 11 12 13 28 15 22 17 18 19 20 21 22 23 24 26 26 27 29 29 leaf_value=-0.0511228 -0.045578 -0.0509376 0.0315057 0.0119164 0.0219128 0.0126613 0.0137755 -0.0480821 0.0259835 -0.0498731 -0.0406169 -0.0532679 -0.0382338 -0.0131623 0.0572543 -0.0241996 -0.00659685 -0.00374542 -0.049932 -0.00758077 -0.048059 -0.0479854 -0.043425 0.038065 -0.0253387 0.0416339 0.0541866 0.0599764 0.0546564 0.0458038 leaf_count=308 332 130 120 159 119 154 146 505 104 203 120 179 164 105 400 260 308 389 28549 220 3546 868 281 159 254 167 134 240 236 147 internal_value=0 0.0734402 0.235666 0.321132 0.379189 0.402978 0.438632 -0.207964 0.468267 -0.111527 -0.00760248 -0.200341 -0.0861499 0.119929 0.496381 -0.0180622 -0.400582 -0.230795 -0.494588 -0.292739 -0.432019 -0.337426 -0.19416 0.515852 -0.398338 0.532902 0.474674 0.555862 0.539263 0.508843 internal_count=39006 9929 4205 3101 2599 2469 2112 1104 1733 357 345 502 323 225 1587 379 5724 721 29077 528 5003 1457 589 1483 759 1324 301 1023 783 383 Tree=302 num_leaves=31 split_feature=3 41 41 69 69 39 13 56 10 41 10 3 50 59 56 56 10 74 69 56 14 34 13 10 75 61 61 69 69 24 split_gain=99.5365 70.618 35.0552 33.5884 31.1159 27.9259 17.8348 15.2529 14.9468 14.9286 14.3853 13.5141 12.9321 12.8071 11.483 9.26125 11.074 12.6185 10.5694 10.3529 8.97492 8.71021 7.88637 7.7526 7.09959 6.71402 7.34409 6.60558 8.10649 6.23505 threshold=0 0 1 0 1 0 0 3 7 2 0 1 1 0 2 1 0 0 0 2 0 0 0 2 0 0 1 2 3 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 6 10 11 7 20 -1 -9 22 13 -5 -10 25 -7 24 19 18 -18 -17 -3 -16 -4 -12 -14 -2 -27 -6 -29 -22 right_child=3 2 9 4 27 14 -8 8 12 -11 23 -13 15 -15 21 16 17 -19 -20 -21 29 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_parent=7 25 20 22 11 27 14 6 8 12 9 23 11 24 13 21 19 18 17 18 19 29 21 22 23 24 26 26 28 28 29 leaf_value=0.071012 0.020368 0.0174046 0.0214939 0.00864656 0.0084019 0.0461778 -0.0227801 0.0584122 0.0432507 0.0355519 0.00349207 0.0466419 0.028081 0.038387 -0.0383829 0.0399569 0.0220744 -0.0330143 -0.0276039 -0.0248506 0.0201926 -0.00934323 -0.00984792 0.0489468 -0.0168762 0.0137084 -0.0470355 0.00586382 -0.0284449 -0.0382059 leaf_count=108 397 1351 642 794 797 108 2496 151 193 1643 125 943 548 771 10132 160 962 580 278 8422 145 1175 645 2811 407 206 311 482 874 349 internal_value=0 -0.032796 0.125045 0.250203 0.105615 -0.156548 -0.0435436 -0.0682423 -0.0833842 0.255918 0.372862 0.315063 -0.101023 0.214943 -0.312603 -0.120621 -0.154006 -0.00460931 0.110673 -0.225061 0.095856 -0.332851 0.0883488 0.461764 0.111919 0.00952024 -0.198113 -0.0652941 -0.157718 -0.194518 internal_count=39006 30495 7271 8511 3890 23224 4341 11809 11701 2930 4621 1737 11550 1685 11415 11357 10402 1820 1240 8582 1845 11307 1287 2936 955 914 517 2153 1356 494 Tree=303 num_leaves=31 split_feature=19 91 10 22 55 68 56 86 92 14 35 16 85 67 24 63 78 39 61 69 49 35 33 70 34 8 22 19 24 13 split_gain=34.93 22.8627 16.4256 15.6165 13.6578 10.8047 10.3461 8.55048 8.25977 7.89873 7.12964 9.98651 7.59359 8.60369 6.58865 8.55677 6.21081 6.744 6.25175 6.88996 6.05632 5.79308 5.60741 5.18282 5.06646 4.90833 4.67825 5.49723 4.5143 4.49952 threshold=0 0 1 1 1 1 1 4 1 0 0 2 0 1 1 1 1 0 0 0 1 1 0 2 1 1 1 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 14 24 6 26 -5 -7 29 16 11 -10 20 -14 15 -1 17 -6 19 -18 -13 -12 -8 -3 -4 -21 -2 -28 -26 -9 right_child=5 23 3 4 9 7 22 8 10 -11 21 12 13 -15 -16 -17 18 -19 -20 25 -22 -23 -24 -25 28 -27 27 -29 -30 -31 leaf_parent=15 26 23 24 6 17 7 22 29 11 9 21 20 13 13 14 15 19 17 18 25 20 21 22 23 28 25 27 27 28 29 leaf_value=0.0925455 0.0714519 0.0287938 0.0732918 0.0792052 -0.00157929 0.0586996 -0.00770843 -0.00995896 0.0552174 -0.030122 0.00120633 0.0195053 0.066327 0.00747745 0.00288736 0.0184914 -0.0159428 0.0791036 -0.028309 0.0690326 -0.0190952 -0.0274825 0.0406051 -0.0386651 0.0508099 0.00245475 0.000841535 0.0411131 0.00102988 0.0406962 leaf_count=100 102 156 109 120 505 168 981 151 213 6185 1002 318 137 1504 1665 431 7455 164 4010 107 2019 1196 229 6574 126 1472 398 446 483 480 internal_value=0 -0.134656 -0.0935021 -0.129474 -0.153836 0.0795296 0.121128 0.0384427 0.0219971 -0.183906 -0.0111573 0.0564625 0.0189691 0.138345 0.129608 0.359781 -0.138688 0.190325 -0.156252 -0.107942 -0.108371 -0.139767 0.0264286 -0.364946 0.234226 0.0731796 0.315893 0.244662 0.142407 0.292726 internal_count=39006 30872 24142 21946 21228 8134 1330 7188 7020 19898 6389 4191 3978 1641 2196 531 13713 669 13044 9034 2337 2198 1210 6730 718 1579 946 844 609 631 Tree=304 num_leaves=31 split_feature=37 87 12 14 71 74 69 13 24 12 91 1 1 1 23 47 84 0 47 23 13 46 33 31 1 36 88 4 10 24 split_gain=55.9382 45.9297 26.8693 25.4929 23.8383 18.9063 21.3899 16.2177 16.1952 15.9944 15.7281 15.3333 15.378 15.3777 12.7839 14.7817 14.6904 12.629 11.4488 11.4352 11.4062 10.9711 9.70894 8.96428 8.55805 7.9455 7.91149 7.66849 7.658 8.38279 threshold=0 0 10 0 0 0 0 0 1 11 0 2 3 4 0 0 0 1 0 0 0 1 0 1 1 1 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 -2 9 5 6 8 25 21 -4 -7 -11 -13 -14 -15 -16 23 -8 28 -19 26 -1 -23 -17 -9 -3 -5 -6 29 -10 right_child=2 7 3 20 27 10 17 24 18 11 -12 12 13 14 15 16 -18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 2 25 9 26 27 10 17 24 29 11 10 12 13 14 15 23 16 19 18 19 20 22 22 23 24 25 26 27 28 29 leaf_value=0.0620706 0.0800348 0.0239847 0.077992 -0.0301499 0.0291617 0.0223285 0.0747069 0.0319774 0.014408 0.0524951 -0.0160744 0.0592501 0.0700935 -0.00795937 0.0297684 0.0448715 -0.01276 -0.017114 -0.0264878 0.0283693 -0.0227287 -0.00683865 0.0330411 0.0104963 -0.0432713 -0.017451 0.0177937 -0.0228062 -0.0250136 -0.0267767 leaf_count=112 155 255 109 269 162 2649 211 111 1511 355 690 201 122 1795 1662 308 879 742 4005 1041 1737 1499 475 1583 6209 2714 994 4132 1583 736 internal_value=0 -0.0507874 0.147803 0.130144 0.00922879 0.0506353 -0.0180634 -0.26214 -0.0782726 0.184017 0.168016 0.169139 0.144655 0.123804 0.106871 0.15172 0.06954 0.222144 -0.152563 0.140979 -0.0782847 0.106073 0.0433122 0.164056 -0.403378 -0.118752 0.0858829 -0.194917 -0.0316269 0.0547238 internal_count=39006 28837 10169 10014 19548 15254 11915 9289 9921 7014 3339 6905 6550 6349 6227 4432 2770 1994 7835 1783 3000 2086 1974 1891 6320 2969 1263 4294 3830 2247 Tree=305 num_leaves=31 split_feature=7 91 76 7 14 38 36 0 87 47 47 10 91 63 39 43 61 31 61 73 15 16 87 85 10 12 21 16 31 69 split_gain=65.8086 33.1283 25.467 22.6532 19.574 14.7623 14.3897 13.6253 13.5175 13.3396 12.3867 11.7291 11.191 9.60144 9.39058 9.62182 8.36084 8.33313 8.19948 7.79514 7.1683 6.63784 6.60966 6.42562 6.33262 5.59288 6.01297 5.77248 5.41402 6.40474 threshold=0 0 2 1 0 1 2 3 0 0 0 0 1 0 0 0 1 0 2 2 1 1 1 1 0 2 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 -2 7 8 23 -7 -4 10 -8 -1 12 14 19 15 -3 -14 -11 -18 -9 24 -21 -10 -5 -12 -22 -27 -28 -19 -30 right_child=2 11 3 5 -6 6 9 13 22 17 20 -13 16 -15 -16 -17 18 28 -20 21 25 -23 -24 -25 -26 26 27 -29 29 -31 leaf_parent=10 2 15 7 23 4 6 9 19 22 17 24 11 16 13 14 15 18 28 18 21 25 21 22 23 24 26 27 27 29 29 leaf_value=-0.0228952 0.0785849 0.0377213 0.0703342 -0.0464724 -0.0394585 -0.0227246 0.0021993 0.0544485 -0.01796 0.0401084 0.0315947 -0.0205306 -0.0189064 -0.0207923 -0.0180069 -0.0267235 -0.0168038 0.0392259 0.0440565 0.0286584 0.0565918 -0.00501629 -0.0472958 0.00192159 -0.0333102 -0.0413991 0.0323069 -0.00768427 0.0261163 -0.0108617 leaf_count=5305 163 754 106 191 7149 415 1046 154 2307 1467 699 1935 311 2108 1473 285 158 299 895 333 128 3126 2636 350 300 534 321 3292 362 404 internal_value=0 -0.138018 0.111744 0.0928211 -0.214297 0.18581 0.226727 -0.0326256 -0.146694 0.258743 -0.0824252 0.0561284 0.12723 -0.0550201 -0.0133602 0.199679 0.28769 0.319669 0.36339 0.023249 0.0157809 -0.00493346 -0.326768 -0.137689 0.224762 -0.0507746 -0.0739759 -0.0270323 0.180513 0.086336 internal_count=39006 28482 10524 10361 22671 4534 3993 5827 15522 3578 10579 5811 3876 5721 2512 1039 1364 2532 1053 3613 5274 3459 4943 541 999 4275 4147 3613 1065 766 Tree=306 num_leaves=31 split_feature=24 66 74 7 80 63 85 13 42 70 34 70 66 33 47 32 46 16 63 65 85 85 24 62 47 75 15 21 13 77 split_gain=34.136 23.6848 17.2041 12.9133 12.6694 12.5347 13.037 22.0328 11.5317 10.109 9.8633 9.79109 9.65458 7.30625 7.29865 7.15528 6.37234 6.05938 5.84918 5.76472 10.997 6.24347 5.51155 5.08359 4.95248 4.9285 4.87611 4.7088 4.69091 4.51324 threshold=0 0 0 0 1 0 0 0 1 1 0 3 1 1 0 0 1 2 1 0 1 2 1 1 0 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 17 3 -2 28 6 -4 14 -6 26 12 -5 -11 15 -8 25 -15 -1 24 -13 22 -22 -21 -12 -18 -14 -10 -28 -3 -19 right_child=2 4 5 11 8 -7 7 -9 9 10 23 19 13 16 -16 -17 18 29 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=17 3 28 6 11 8 5 14 7 26 12 23 19 25 16 14 15 24 29 18 22 21 21 22 23 24 25 27 27 28 29 leaf_value=0.0533951 -0.0378547 0.0692753 -0.00936758 0.0681799 -0.0403785 -0.0229799 0.0274092 -0.0143707 -0.0066553 -0.0198628 0.0294373 -0.0281783 0.0259939 0.0479752 0.118468 -0.0131549 -0.022734 0.0179989 -0.00193997 0.107333 0.0409658 -0.0275299 0.0166716 -0.0316263 0.037439 0.0769226 0.030519 0.0799141 0.00804572 -0.0250171 leaf_count=111 13326 269 1182 124 773 2342 149 578 192 1428 281 2413 210 163 262 162 149 286 2531 116 183 948 174 1878 515 169 525 214 140 7213 internal_value=0 -0.00767364 -0.229299 -0.297159 0.0746739 -0.0380103 0.15031 0.455454 0.0468421 0.0732467 0.0297508 -0.134975 0.0773194 0.130109 0.928092 0.378678 0.0772751 -0.204513 0.0427666 -0.171647 -0.00433897 -0.162599 0.555179 -0.235538 0.265422 0.522479 0.327107 0.419601 0.516538 -0.223552 internal_count=39006 17209 21797 17284 9599 4513 2171 989 9190 8417 7486 3958 5327 3899 411 541 3358 7610 3195 3834 1421 1131 290 2159 664 379 931 739 409 7499 Tree=307 num_leaves=31 split_feature=16 1 39 87 14 67 71 39 21 74 63 65 87 13 79 33 13 22 23 63 16 13 29 69 55 85 63 13 34 47 split_gain=41.246 37.6185 33.0491 32.1327 26.5721 17.3841 15.7895 15.6398 15.5834 13.625 13.1756 12.5712 11.833 11.1693 10.7844 10.4826 11.661 10.5307 10.4666 10.4499 9.94423 9.2826 9.25486 8.99714 8.77185 8.00381 7.82018 7.56493 7.54365 7.14562 threshold=2 1 0 0 0 3 0 1 0 0 0 0 0 0 3 0 0 1 2 1 1 1 1 3 1 1 2 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 4 8 -4 -6 11 9 13 28 20 -13 25 -9 17 -17 -16 -19 -12 -7 -15 -20 -24 -22 -3 -21 -23 -5 -25 right_child=1 2 5 10 6 7 -8 14 -10 -11 19 12 -14 21 15 16 -18 18 22 26 24 27 23 29 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 25 5 28 6 20 6 14 8 9 19 12 12 21 17 16 16 18 22 26 24 27 23 29 24 25 26 27 28 29 leaf_value=-0.0455315 -0.0309153 0.00512945 -0.0598146 0.00267303 -0.00805879 -0.0236143 0.0196206 -0.0431636 -0.0419259 -0.0392458 -0.00145338 -0.0267718 0.00931758 -0.00934628 -0.0222566 0.00509586 0.0334377 0.0288702 -0.0250978 -0.00174743 -0.0201387 0.000145332 -0.0108095 0.00920575 0.0131817 -0.0227291 0.0309019 0.0561579 -0.0424077 0.0196348 leaf_count=1200 2461 492 140 1465 1728 369 1049 120 3593 2125 746 1296 571 613 210 697 1529 1120 164 341 307 148 364 2944 3928 3923 1337 156 394 3476 internal_value=0 0.0674417 0.0779922 -0.00495096 -0.08651 0.121256 0.0482608 0.125248 -0.189776 -0.126958 0.119838 0.0477108 -0.115983 -0.0664896 0.158757 0.163103 0.266349 0.138769 0.1474 0.199824 0.0899903 0.13752 0.124938 0.133591 0.111112 -0.145692 0.262562 0.345407 -0.0121666 0.146975 internal_count=39006 37806 35345 18110 13827 17235 2777 17095 11050 7457 4283 6471 1867 5332 10624 10504 2226 8278 8068 2424 4604 917 6948 6784 4235 4415 1678 304 1859 6420 Tree=308 num_leaves=31 split_feature=25 39 14 85 39 39 42 72 23 33 74 84 47 84 24 63 63 63 8 23 47 47 41 39 33 13 14 53 69 15 split_gain=36.7981 27.239 29.7068 23.694 14.558 12.5749 10.7376 10.2684 9.97335 9.39751 9.30738 9.23291 8.5574 8.06285 7.95479 8.40302 12.313 12.5936 7.6484 7.55778 7.35686 7.25106 6.89238 6.77493 6.57983 6.48426 7.37641 6.48419 6.47918 9.26347 threshold=0 0 0 0 1 2 1 2 0 1 0 0 5 0 0 0 1 2 13 1 0 0 1 3 0 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 14 6 21 -3 -5 12 -9 -11 -2 -7 27 -1 -16 -17 -18 -4 20 28 -6 -15 -22 -14 26 -20 -8 29 -10 right_child=11 4 18 7 5 8 13 9 19 10 -12 -13 24 22 15 16 17 -19 25 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=14 11 6 18 7 21 12 27 9 29 10 10 11 24 22 15 16 17 17 26 19 23 21 22 23 24 25 26 27 28 29 leaf_value=-0.0424764 -0.0286803 0.0259781 0.0471401 0.0222224 0.0133033 0.0657256 -0.0015343 -0.0392168 0.0445612 0.00187558 -0.0271766 -0.000639337 0.0267402 0.0404372 -0.0338878 -0.0392067 -0.0459048 0.0652348 -0.0157521 0.00211886 -0.0164444 -0.00602232 0.00446858 0.0217971 0.00386472 0.0190491 0.0085294 -0.0226207 0.0602387 -0.0227093 leaf_count=5596 6700 561 115 401 1331 182 2461 462 150 2112 818 1330 2664 242 1375 410 174 187 930 1875 279 1739 1088 553 596 1281 1586 1452 233 123 internal_value=0 0.0607939 -0.0211009 -0.117226 0.112026 0.15295 0.0229521 -0.0278456 0.195918 -0.0708973 -0.0349491 -0.204772 0.255761 -0.0131107 -0.305783 -0.157905 0.0724403 0.371318 0.102595 0.110548 0.215678 0.046004 0.114687 0.0931635 0.23719 0.0836128 0.0252234 -0.0709343 0.378134 0.196322 internal_count=39006 30976 15447 11535 15529 9725 5804 3793 6655 3392 2930 8030 3442 5243 7742 2146 771 361 3912 3213 1338 3070 1330 832 3260 3797 2516 3913 506 273 Tree=309 num_leaves=31 split_feature=13 14 23 10 25 88 41 24 15 75 87 84 8 85 79 61 41 25 74 41 14 47 88 41 42 61 47 33 24 14 split_gain=37.8046 33.0228 20.3903 17.1441 15.3062 12.337 11.4027 10.2156 11.6377 10.7652 9.79311 9.30607 8.95226 8.79324 10.8358 8.52977 8.31717 8.20629 8.1045 7.79555 6.65191 6.52945 6.39617 5.97409 5.60414 5.58772 5.4432 5.31416 5.23737 5.19463 threshold=0 0 0 0 0 0 3 8 0 0 0 0 1 0 1 0 0 1 1 1 1 0 0 0 1 0 0 0 6 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 13 10 4 5 6 -2 8 -8 12 20 -4 -9 24 15 -15 27 22 -19 -18 -3 -13 -6 25 -1 -12 -16 28 -14 -20 right_child=3 2 11 -5 17 -7 7 9 -10 -11 23 21 16 14 26 -17 19 18 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 6 20 11 3 22 5 8 12 8 9 25 21 28 15 26 15 19 18 29 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00419106 0.0853372 -0.0259199 -0.0380066 -0.0238738 0.0210859 -0.0258877 0.121073 -0.03162 -0.0125354 -0.0260056 0.0514549 0.0316924 0.0449689 0.0608036 -0.0111525 -0.0393874 0.0122782 0.0815644 0.00581414 0.0541284 0.0177123 -0.0279428 -0.0175145 0.0844363 -0.0421359 -0.0129662 -0.0375397 -0.0217413 0.00260813 0.0547307 leaf_count=681 105 556 2707 3626 624 1800 100 603 102 1424 198 503 227 214 1309 186 1137 155 383 335 735 471 276 115 11316 150 2686 996 5142 144 internal_value=0 -0.204415 0.00904175 0.0124304 0.0475024 -0.00182108 0.0339106 0.0221107 0.63489 0.00777026 0.194061 -0.223466 0.0431555 -0.317348 -0.195286 0.297123 0.067984 0.229217 0.433904 0.234316 0.058667 0.0594614 0.11925 0.468092 -0.397759 0.286196 -0.257136 0.0147046 0.0469127 0.26728 internal_count=39006 21827 5435 17179 13553 11971 10171 10066 202 9864 1754 3681 8440 16392 4395 400 7837 1582 682 1472 1291 974 900 463 11997 348 3995 6365 5369 527 Tree=310 num_leaves=31 split_feature=33 33 33 42 43 74 38 88 25 37 53 24 15 14 24 21 23 66 41 39 14 63 66 7 39 32 32 14 13 63 split_gain=141.248 68.2151 21.5679 13.7541 14.1155 8.69411 5.23693 3.85542 2.29703 3.39173 2.2967 2.86313 2.24287 1.492 1.25093 1.31871 1.40882 1.36967 0.790377 0.690147 0.668488 0.535902 0.398091 0.366045 0.291644 0.25574 0.253093 0.141789 0.314955 0.134867 threshold=0 1 2 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 1 0 0 0 0 0 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=21 14 10 19 5 6 -5 12 9 -6 11 -3 18 24 15 16 -2 -18 20 -4 22 -1 -8 -24 -14 -22 -13 -16 -29 -23 right_child=1 2 3 4 8 -7 7 -9 -10 -11 -12 26 13 -15 27 -17 17 -19 -20 -21 25 29 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=21 16 11 19 6 9 5 22 7 8 9 10 26 24 13 27 15 17 17 18 19 25 29 23 23 24 25 26 28 28 29 leaf_value=-0.0299901 -0.00659505 0.0139685 -0.0416423 -0.00303503 0.0228583 -0.00500049 0.0580502 0.016314 -0.0447665 -0.0398715 -0.0477323 -0.0456001 0.0341938 0.0553428 -0.0511477 -0.0510408 -0.00639488 -0.0481748 0.0407443 -0.0147596 0.0599685 -0.0418332 0.0574996 0.0429816 0.0201656 0.0726118 -0.0247888 -0.0332743 -0.0510442 -0.0498073 leaf_count=377 311 184 105 132 108 155 531 149 157 109 1014 192 136 101 2148 1180 180 761 120 137 147 676 121 199 118 105 150 437 707 28059 internal_value=0 0.0710928 0.237644 0.306618 0.350124 0.407156 0.448808 0.474927 -0.134919 0.00189099 -0.263159 -0.121279 0.506088 0.368183 -0.418317 -0.331654 -0.252644 -0.369187 0.551169 -0.26945 0.571395 -0.493272 0.539205 0.483819 0.277564 0.658524 -0.362593 -0.486248 -0.439067 -0.496209 internal_count=39006 9894 4170 2630 2388 2014 1859 1727 374 217 1540 526 1578 355 5724 2432 1252 941 1223 242 1103 29112 851 320 254 252 342 3292 1144 28735 Tree=311 num_leaves=31 split_feature=10 41 79 56 56 56 10 71 60 10 10 39 71 10 41 41 41 10 41 24 66 69 25 66 71 88 47 41 41 88 split_gain=88.2977 76.4928 48.0287 31.8028 28.692 22.3254 21.6554 20.5166 16.2502 13.894 13.8038 13.4125 13.3621 12.3647 13.1024 14.7229 12.2647 11.2656 11.1069 10.2091 10.0776 9.9929 9.80636 9.28452 8.93684 8.57691 8.45844 8.11555 7.95631 7.64257 threshold=0 0 0 3 2 1 1 0 1 2 4 0 1 7 0 1 1 3 2 0 0 0 0 0 2 0 0 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 8 -1 -5 23 25 16 -2 20 -11 22 -9 -10 21 -16 19 -12 -18 -3 -8 26 -7 -6 -14 -4 -15 -17 -27 -22 right_child=2 7 6 4 5 11 9 12 13 10 17 -13 24 14 15 27 18 -19 -20 -21 29 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_parent=3 8 19 25 4 23 22 20 12 13 10 17 11 24 26 15 27 18 17 18 19 29 21 22 23 24 28 26 27 28 29 leaf_value=0.0793924 0.0543636 0.0224859 0.0240251 0.043083 0.0485691 -0.0262688 -0.0343159 0.00814004 0.0572733 -0.00404818 0.00767997 -0.0410941 -0.00415987 0.013069 -0.00967446 0.00193163 0.0104607 0.0516379 0.0373685 -0.00779766 0.0503379 -0.0339836 0.00165067 -0.00513023 -0.046387 -0.0414072 -0.0204881 0.0443094 0.0101249 -0.00283906 leaf_count=137 229 855 685 347 307 8653 108 1302 157 147 206 10448 476 833 915 253 890 3529 1236 1708 189 1161 554 828 678 218 1161 394 259 143 internal_value=0 -0.0470837 0.211801 -0.201549 -0.221631 -0.249831 0.33371 0.109733 0.0375181 0.403423 0.450786 -0.290677 -0.0664974 0.00300887 -0.0219081 0.116407 0.184026 0.482753 0.271718 0.0571462 0.117042 -0.135422 -0.207734 0.115821 -0.260914 0.100173 -0.0287666 0.30003 -0.100066 0.267682 internal_count=39006 28419 10587 21274 21137 20790 5484 7145 5103 4322 3882 19655 2456 4874 4717 1562 4689 3735 2126 2563 440 3155 9207 1135 1154 1162 1994 647 477 332 Tree=312 num_leaves=31 split_feature=37 61 38 10 37 42 42 22 61 15 14 39 8 66 55 86 65 70 75 21 14 24 85 85 7 66 35 86 86 92 split_gain=31.4615 18.6063 15.6861 14.1349 13.9541 15.7805 11.1064 9.65371 8.6415 8.31979 7.76351 7.39017 6.2539 6.29392 10.6164 7.75271 8.19893 6.35083 5.64348 5.43573 6.25581 7.26844 5.43339 5.57068 5.25635 5.20052 5.81326 5.0351 4.90823 4.51357 threshold=0 0 2 1 1 2 1 2 1 0 0 0 1 0 1 1 0 1 0 0 0 1 4 3 1 0 2 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 -1 19 7 -6 -7 -2 22 24 12 27 -5 17 -15 16 -16 -14 -11 20 21 -4 -3 -24 -9 -13 -27 -8 -29 -17 right_child=4 8 3 10 5 6 11 9 -10 18 -12 25 13 14 15 29 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_parent=2 7 22 21 12 5 6 27 24 8 18 10 25 17 14 16 29 16 17 18 19 20 21 23 23 24 26 26 28 28 29 leaf_value=0.0517965 0.0493193 0.0402414 0.0693387 0.0201481 0.0791451 0.0462785 0.0442883 -0.0258506 -0.0379653 -0.0246454 -0.0265396 -0.00679685 0.0417758 0.0260273 -0.0119354 0.0349625 0.0784059 -0.0051811 0.00336956 -0.0174747 -0.0144195 0.0177386 0.0304587 -0.0218154 0.0157236 -0.0160973 0.0334209 0.0177651 -0.0167979 -0.0300896 leaf_count=268 125 147 185 743 201 462 128 315 5380 3127 4546 604 230 284 420 104 118 4795 758 346 327 654 212 4826 1352 175 1114 374 1495 5191 internal_value=0 -0.133656 -0.0712497 -0.0886517 0.064954 0.167646 0.128052 -0.0450331 -0.266139 -0.0751005 -0.126319 0.0728236 -0.0831492 -0.105416 -0.184421 -0.234183 0.139913 -0.0183686 -0.167923 0.163888 0.247116 0.350379 -0.160498 -0.186358 0.0835475 0.190418 0.267108 -0.0490412 -0.0894583 -0.282214 internal_count=39006 28776 18211 17943 10230 4553 4352 5677 10565 5552 16431 3890 11885 11142 6117 5833 538 5025 3885 1512 1166 839 5185 5038 1667 1893 1289 1997 1869 5295 Tree=313 num_leaves=31 split_feature=46 37 85 37 4 13 12 71 84 69 74 82 77 78 23 71 47 37 85 91 65 14 43 87 14 15 66 43 79 65 split_gain=55.9379 53.2803 39.3349 26.7697 25.2947 23.115 20.2288 18.3069 16.7187 15.2887 15.1644 12.781 12.6881 11.6888 11.5603 10.5145 10.2252 9.93382 9.82726 9.71553 9.67958 9.40719 8.32706 8.11236 7.78172 7.72778 7.79756 7.69892 7.46062 7.03094 threshold=4 0 0 1 1 0 10 0 0 0 0 2 1 2 0 0 0 2 1 0 0 0 0 0 0 0 2 1 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 4 12 -2 14 -5 9 17 10 13 -10 -3 -6 -4 28 18 23 -16 -12 -15 25 -7 -8 -9 -14 -27 -11 -13 -29 right_child=1 3 5 6 7 22 8 24 11 27 19 15 21 20 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_parent=0 4 12 14 6 13 22 23 24 11 27 19 28 25 20 18 15 16 17 18 19 20 21 22 23 24 26 26 29 28 29 leaf_value=0.10899 0.0459897 0.0281617 -0.0306727 0.0797015 0.0369239 -0.0451504 0.0244876 -0.00996294 0.0597277 -0.00924109 0.0162665 0.00383012 0.0137673 -0.0168375 0.04611 -0.013587 -0.00992254 0.0388099 -0.0108733 -0.0232946 0.00834373 -0.0251252 -0.0129444 -0.0124188 -0.0392012 0.0310345 -0.0132632 0.072643 0.0450001 0.0228 leaf_count=150 545 456 1520 152 213 6483 929 1730 106 424 1969 436 1211 6567 389 1040 2068 1318 300 429 1342 1644 1080 351 1974 240 2107 146 189 1498 internal_value=0 0.0178698 -0.0593467 0.135959 0.0116004 -0.216275 0.228232 -0.0115906 0.201525 0.0283122 -0.0149626 0.0538849 0.0103782 -0.0904308 -0.0896982 0.00472709 -0.00435249 0.290553 0.236242 0.113987 -0.1163 -0.0374287 -0.382295 0.162211 -0.209913 0.0154585 -0.0793537 0.21176 0.175165 0.280616 internal_count=39006 38856 28677 10179 16837 11840 4521 16292 4369 12588 10520 1771 5658 8122 4277 1665 2757 2598 689 2398 7909 5202 7563 1280 3704 3558 2347 2068 625 1644 Tree=314 num_leaves=31 split_feature=61 61 66 61 61 87 39 61 61 39 10 14 10 40 73 15 39 61 10 39 74 66 69 33 88 61 61 82 37 21 split_gain=63.4013 32.5336 26.8436 24.1769 19.9423 17.3818 17.249 16.6335 12.6678 12.131 12.0112 11.4885 11.3347 12.048 10.4557 8.79148 8.28817 8.25775 8.12137 7.87481 7.74145 6.89961 7.01409 6.65941 6.31088 6.28029 8.08835 7.41027 6.17878 5.7036 threshold=0 1 0 2 3 0 0 4 5 0 0 0 0 1 2 1 1 6 0 1 0 0 0 0 0 8 7 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 6 -1 9 21 11 10 -6 -9 18 29 12 13 23 -15 20 24 -10 28 -8 -16 -5 -23 -4 -11 -19 -27 -28 -3 -2 right_child=1 3 5 4 7 -7 19 8 17 16 -12 -13 -14 14 15 -17 -18 25 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_parent=2 29 28 23 21 7 5 19 8 17 24 10 11 12 14 20 15 16 25 18 19 20 22 22 23 24 26 27 27 28 29 leaf_value=-0.0395186 0.0204842 0.0303148 0.0535261 -0.0327662 0.00560409 -0.0317554 -0.0102076 0.0107857 0.0191223 0.0161762 -0.0284764 -0.029606 -0.0250271 0.0851947 -0.00984524 -0.00731059 -0.0378708 0.0203106 -0.0247955 -0.0413507 0.0487345 0.0218324 -0.0111199 -0.0110608 -0.0364428 0.0277312 0.0276258 0.0668327 -0.0103218 -0.00749074 leaf_count=9300 1460 605 449 598 1188 4254 1471 670 427 452 1465 1938 1946 116 390 3439 1430 207 634 2367 238 629 719 128 288 293 149 660 314 782 internal_value=0 0.0762537 -0.177588 0.148155 0.216451 -0.0995165 -0.0972519 0.282785 0.352911 -0.0438422 0.0327421 -0.0309646 0.0180185 0.0745938 0.0144922 -0.00949579 -0.207081 0.41761 0.109771 -0.270915 0.263655 -0.00460007 0.0634331 0.399643 -0.00118077 0.475317 0.52112 0.598064 0.20086 0.119314 internal_count=39006 16808 22198 9263 5540 12898 7545 3594 2406 3723 3707 8644 6706 4760 4183 4067 2170 1736 1553 3838 628 1946 1348 577 740 1309 1102 809 919 2242 Tree=315 num_leaves=31 split_feature=16 24 66 74 46 61 63 85 13 77 83 78 7 66 34 46 16 75 14 47 84 19 59 28 16 16 56 88 12 10 split_gain=34.8819 29.0887 22.5939 14.204 14.1269 12.3849 11.3037 11.8959 17.6228 11.2087 11.6812 12.5157 9.01454 8.8589 6.8804 7.08024 6.16696 6.92207 6.22653 5.93785 5.77421 5.58586 5.32449 4.85389 4.73745 4.11182 4.04664 3.74899 5.45571 3.74238 threshold=5 0 0 0 2 7 0 0 0 4 1 3 0 1 0 1 3 0 0 0 0 0 1 2 2 2 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 25 5 -4 -3 7 -5 19 -6 -11 -12 -7 -13 15 -15 -17 18 27 -9 -19 -22 -16 -14 -25 -2 -8 28 -18 -27 right_child=1 3 4 6 9 12 26 8 -10 10 11 13 23 14 22 16 17 20 -20 -21 21 -23 -24 24 -26 29 -28 -29 -30 -31 leaf_parent=0 25 5 4 7 9 12 26 19 8 10 11 13 23 15 22 16 28 20 18 19 21 21 22 24 24 29 26 27 28 29 leaf_value=0.0990614 0.0369576 0.077307 0.0747078 -0.0114783 0.0740765 -0.0373942 0.0191814 0.0224362 -0.0120256 0.0697087 0.0699173 -0.0224558 0.0458392 0.041428 0.0311839 0.0486229 0.0454951 0.00773146 -0.0387834 0.10527 0.0824289 0.00664733 -0.0308739 0.0289512 -0.0223309 -0.0180677 -0.0297583 -0.0347553 -0.00260438 -0.0408044 leaf_count=163 112 178 167 1179 102 13155 229 142 595 168 123 2712 114 257 225 111 158 1245 757 248 106 130 1380 190 3519 4204 2057 259 1657 3364 internal_value=0 -0.118711 -0.0217197 -0.228688 0.0586694 -0.291731 -0.0523866 0.126148 0.412057 0.0386383 0.0226021 0.00480762 -0.304087 -0.0142007 0.0314272 0.0691196 0.0378387 0.0149646 -0.074002 0.831253 0.150967 0.497496 -0.209245 -0.16541 -0.190372 -0.215677 -0.240477 -0.016635 0.0221102 -0.232223 internal_count=39006 38843 17237 21606 9557 17156 4450 2164 985 9390 9288 9120 16978 8997 6285 4680 4423 4312 2831 390 1481 236 1605 3823 3709 7680 2286 2074 1815 7568 Tree=316 num_leaves=31 split_feature=39 14 85 78 39 2 34 18 63 13 63 14 85 35 35 24 25 68 71 74 47 36 63 38 41 87 53 87 47 15 split_gain=39.3642 33.2482 32.4342 19.2481 18.1005 12.8832 12.3026 11.2372 10.9204 12.0539 10.1892 9.58447 11.8292 9.28436 13.2833 8.3794 8.25949 8.21658 8.52952 8.19927 8.08636 7.95762 7.73334 7.49256 7.44933 7.15363 7.10156 6.87216 6.77892 7.61574 threshold=0 0 0 2 1 0 0 2 0 0 1 0 0 0 1 0 0 1 5 0 6 1 2 1 0 6 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 15 -2 5 11 17 -6 9 23 -10 12 -5 20 28 -1 -14 -3 -19 26 -9 -13 -12 -4 -11 -22 -17 -16 29 -15 right_child=3 6 8 4 7 -7 -8 13 10 24 22 21 16 14 27 19 -18 18 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=15 3 17 23 12 7 5 6 20 10 24 22 21 16 29 27 26 16 18 18 19 25 21 22 23 24 25 26 27 28 29 leaf_value=-0.0383543 -0.0357062 -0.0275727 0.0157948 -0.01643 -0.0476358 -0.0218031 -0.0215189 0.0448756 -0.0138569 0.0123462 -0.0140524 -0.0271516 0.00970445 -0.0213246 -0.0270461 0.00241485 -0.0353661 0.0547644 0.0106115 -0.0444461 -0.0126913 0.0173062 0.0235849 -0.0323032 -0.0292908 0.017224 -0.0333135 0.0043883 0.0232236 0.014978 leaf_count=8440 430 212 183 1859 107 1457 837 270 750 642 315 132 1741 210 584 947 211 109 3516 993 185 1681 986 1301 282 7971 982 382 884 407 internal_value=0 -0.0321787 -0.123094 0.102496 0.109209 0.0276727 0.0777127 0.145306 -0.0124533 -0.112158 0.0890258 0.0554574 -0.00723665 0.149547 0.0578011 -0.284061 0.0680719 0.10559 0.121252 -0.170522 0.173449 0.145627 0.172722 -0.258124 0.0395282 0.164704 -0.0841306 -0.122237 0.142118 0.0158928 internal_count=39006 20495 15821 18511 18081 7081 4674 11000 4459 2408 2051 5624 3811 10893 2467 11362 1952 3837 3625 2922 8426 1813 1301 1484 924 8156 1929 966 1501 617 Tree=317 num_leaves=31 split_feature=59 91 91 39 14 85 59 71 84 39 23 47 29 7 36 28 23 84 84 47 23 84 70 32 10 87 7 41 31 66 split_gain=34.4887 21.4357 19.0403 17.0137 19.4025 17.2301 15.0518 11.143 9.82479 10.6108 9.23702 10.6389 9.29813 7.67416 7.42987 7.24861 6.60141 8.3734 6.29499 6.26239 9.61293 6.21169 5.94888 5.89667 5.81575 6.19273 5.71759 5.66919 5.65762 5.62244 threshold=0 0 1 0 0 0 1 0 0 0 0 5 1 1 2 1 4 0 1 0 1 2 1 2 0 0 2 0 0 7 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 8 4 5 16 7 -2 9 -3 11 -5 -13 -12 -14 -7 -1 -18 -19 20 -15 -6 28 -11 -4 -26 -24 -10 -17 -21 right_child=6 2 24 10 21 15 -8 -9 27 23 13 12 14 19 -16 22 17 18 -20 29 -22 -23 26 -25 25 -27 -28 -29 -30 -31 leaf_parent=16 7 9 24 11 21 15 6 7 27 23 13 12 14 20 14 28 17 18 18 29 20 21 26 23 25 25 26 27 28 29 leaf_value=0.0146982 -0.0218232 -0.0355266 -0.042467 0.056214 -0.0194265 -0.0391713 -0.0413094 0.00856685 0.0387425 0.03381 -0.0118633 0.0659637 0.0546552 0.0303516 0.0135582 -0.0149613 -0.03822 -0.0230324 0.053713 0.0499764 0.00366204 0.0133669 0.0418938 -0.004314 -0.0286234 0.0533761 -0.00401931 -0.00591293 0.0306353 0.00289489 leaf_count=388 3420 1356 1470 237 212 199 4776 1580 459 258 921 109 120 883 4856 125 4913 322 163 112 943 3002 123 1347 388 102 2165 219 285 3553 internal_value=0 0.0581343 -0.101726 0.0792365 0.00984952 -0.0766978 -0.178093 -0.0845389 0.00290064 -0.0762594 0.122918 0.17223 0.157126 0.0685405 0.146487 -5.24715e-06 -0.26703 -0.314062 0.0896001 0.0935676 0.178543 0.113227 0.021989 0.0211863 -0.347323 -0.00765646 -0.0199835 0.241753 0.199904 0.042567 internal_count=39006 29230 5599 23631 11897 8683 9776 5000 3639 2961 11734 5322 5085 6412 4976 2897 5786 5398 485 5491 1826 3214 2698 1605 1960 490 2288 678 410 3665 Tree=318 num_leaves=31 split_feature=31 87 41 85 61 31 24 39 8 41 79 25 24 7 66 23 24 24 32 75 8 41 59 24 34 59 0 24 66 41 split_gain=40.4305 24.0041 17.0229 13.7468 13.1492 12.3512 17.3307 13.0615 11.0793 10.5195 9.97433 10.6566 9.36807 8.52895 8.12807 7.69858 7.39521 6.88701 6.58908 6.08687 5.54044 5.32039 5.20876 4.9913 7.00555 6.19352 6.00082 5.85837 6.00737 6.14135 threshold=0 0 0 0 0 1 0 3 1 3 0 0 3 2 1 0 8 1 0 0 2 1 0 1 0 0 1 6 4 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 4 18 12 6 -2 -8 -3 -10 11 13 -1 -11 -5 22 -15 -9 -4 -19 -18 -16 -14 25 26 -22 -25 -28 -29 -30 right_child=5 8 3 14 -6 -7 7 17 9 10 -12 -13 15 16 21 -17 20 19 -20 -21 23 -23 -24 24 -26 -27 27 28 29 -31 leaf_parent=12 6 8 18 14 4 5 7 17 9 13 10 11 22 16 21 15 20 19 18 19 25 21 22 26 24 25 27 28 29 29 leaf_value=0.0273235 -0.0473644 -0.0268715 -0.0237999 0.0723249 -0.0330228 -0.0408272 0.0895569 -0.0285533 0.0702864 -0.054511 -0.0221739 0.034636 -0.0077507 0.0757698 0.00149201 -0.0278536 -0.0414416 0.0213593 0.0128054 -0.039505 -0.0132811 0.0413641 0.0331192 -0.0169407 -0.0202049 0.0487489 0.0614397 0.0895058 0.00930804 0.0357029 leaf_count=451 2606 716 2625 249 5208 7837 147 1002 137 197 888 625 2931 110 600 3770 204 796 1052 220 1129 472 311 436 472 117 185 130 2687 696 internal_value=0 -0.0120709 -0.1049 0.0737191 -0.176086 -0.286364 -0.137133 0.031584 0.0882486 0.113303 0.0978887 0.125552 -0.0869726 0.0790669 0.282387 -0.129848 0.0949988 -0.0427718 -0.0989617 0.108771 0.0816556 0.175663 -0.0343306 0.095279 0.134921 -0.0625204 0.167523 0.198154 0.171747 0.155176 internal_count=39006 26398 17669 4998 12671 12608 4771 2165 8729 8013 7876 6988 7463 6363 1321 7012 6166 2018 3677 1016 6056 1072 3242 5852 4606 1246 4134 3698 3513 3383 Tree=319 num_leaves=31 split_feature=24 10 69 74 85 59 7 16 84 34 85 14 35 35 75 87 32 71 75 69 66 24 47 91 63 32 86 7 32 14 split_gain=40.1747 22.1275 16.367 12.7168 10.4257 7.93771 7.88374 5.16425 4.27801 4.3132 4.21099 4.45224 3.27513 3.99183 2.18937 2.17852 2.12734 2.00467 2.05972 1.92862 2.27423 2.26389 1.87046 1.62025 1.47647 1.69324 1.43359 1.6881 1.41678 1.31262 threshold=0 0 0 0 0 0 1 1 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 4 5 7 -6 -1 9 12 11 14 17 -14 15 22 -7 18 26 20 21 -13 -2 -4 25 -25 -9 -28 -5 -12 right_child=10 -3 23 28 6 16 -8 8 -10 -11 29 19 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_parent=7 22 1 23 28 6 16 6 26 8 9 29 21 13 13 14 15 16 17 18 19 20 21 22 25 24 25 27 27 28 29 leaf_value=-0.0233113 -0.015393 -0.0404165 -0.040277 -0.0409909 0.0410608 -0.0397435 -0.0372614 0.0632896 -0.0190595 -0.0190006 -0.0128143 -0.00201999 0.0247316 -0.0359723 -0.0450528 -0.0308644 0.00786361 0.0112675 0.00867074 -0.0468106 -0.037357 -0.0389548 0.030414 -0.0323083 -0.0470109 0.0212886 0.0509052 0.0312418 -0.00673453 -0.0464909 leaf_count=333 263 6791 2174 1465 153 775 1223 115 382 205 332 762 268 340 202 380 168 388 171 3064 3642 690 325 227 251 183 352 1027 254 12101 internal_value=0 -0.0770229 -0.00252576 0.0644903 0.116286 0.173913 -0.21616 0.21535 0.242669 0.267521 -0.383703 -0.31056 0.29261 0.0557372 -0.073994 0.0136887 -0.239115 0.331425 0.361366 -0.357802 -0.305149 -0.157275 0.139342 -0.33277 -0.147236 -0.013428 0.389222 0.365153 -0.334876 -0.455075 internal_count=39006 17245 10454 7619 5900 4524 1376 3581 3248 2866 21761 9328 2661 608 1170 968 943 2053 1665 8158 5094 1452 588 2835 661 410 1494 1379 1719 12433 Tree=320 num_leaves=31 split_feature=59 10 10 85 10 10 41 10 59 2 59 8 39 21 32 10 23 59 2 61 85 41 10 74 66 75 74 35 32 41 split_gain=92.2992 65.6041 52.122 42.1106 42.0644 37.0285 28.7627 18.1901 17.8841 27.2233 23.8359 16.0596 14.6955 13.0895 11.5078 10.4355 9.75946 8.97229 8.35543 8.21485 7.36326 8.08087 6.97057 6.91762 10.3596 8.95683 7.52601 6.83282 6.74962 6.44689 threshold=0 0 1 0 2 3 0 4 1 0 2 1 0 0 0 5 0 3 1 0 3 0 0 0 0 0 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 6 -3 8 -4 -6 12 -7 9 -2 19 -5 23 -13 29 16 -9 -12 -11 27 -15 -22 -23 -1 25 26 -25 -10 -16 -8 right_child=3 2 4 11 5 7 14 15 10 18 17 13 -14 20 28 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=23 9 2 4 11 5 7 29 16 27 18 17 13 12 20 28 15 16 17 18 19 21 22 22 26 24 25 26 27 28 29 leaf_value=-0.0238155 -0.00545802 -0.0209918 -0.0283595 0.0411753 -0.0437576 -0.00874855 -0.00579529 0.0470134 0.00600556 0.0104937 0.0128278 -0.0208285 -0.0419665 -0.03408 -0.00476387 0.0533914 -0.0316125 0.0494174 0.0485442 -0.0103823 -0.010076 0.00896857 0.0456886 0.0339191 -0.0161028 -0.0369488 0.135997 0.0558107 -0.0364417 0.0165571 leaf_count=6544 1703 2615 707 329 280 205 1519 166 252 314 226 1478 9686 137 913 2396 106 2528 1058 406 564 430 251 173 1615 200 152 141 1142 770 internal_value=0 -0.0582479 0.133365 0.20732 0.268763 0.363459 -0.171951 0.430794 0.298147 0.158292 0.378441 0.00702671 -0.27641 -0.0479174 -0.0262461 0.486216 0.10379 0.4599 0.378458 0.08922 0.0804449 0.129938 0.24077 -0.183209 0.00559397 0.419219 0.682315 0.280621 -0.19332 0.0610419 internal_count=39006 29189 6475 9817 3860 3153 22714 2873 6628 3075 3553 3189 18370 2860 4344 2668 272 2754 1372 799 1382 1245 681 8684 2140 525 325 393 2055 2289 Tree=321 num_leaves=31 split_feature=44 91 37 49 49 49 22 39 86 38 16 38 16 22 10 66 24 31 85 35 56 23 78 80 16 85 24 29 71 15 split_gain=30.1181 29.5655 24.4231 16.8143 16.7689 16.9602 11.5122 10.7324 9.59697 9.25121 8.70334 9.56606 8.36979 7.90481 7.71533 7.49451 8.63081 7.1608 6.1608 5.91775 5.80184 5.70571 5.55175 5.07381 4.85863 5.07039 4.4368 4.21293 4.20219 4.0328 threshold=3 0 0 2 1 3 2 0 2 2 3 3 1 1 0 0 1 2 0 0 1 7 1 1 2 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 3 29 14 -6 -4 9 19 -7 -10 -12 -13 -14 -5 16 28 18 -17 -8 26 -3 -9 -23 25 -15 -19 -26 -11 -2 right_child=1 21 6 4 5 7 8 22 10 15 11 12 13 24 -16 17 -18 20 -20 -21 -22 23 -24 -25 27 -27 -28 -29 -30 -31 leaf_parent=0 29 21 6 14 5 9 19 22 10 28 11 12 13 25 14 18 16 26 18 19 20 23 22 23 27 25 26 27 28 29 leaf_value=0.10455 0.0509474 0.0448622 0.0466525 0.00119864 0.0569378 0.0494987 0.0653792 0.0275066 0.0648436 0.0329622 0.0587337 0.0217588 0.0222661 0.0608714 0.0409974 -0.0101381 -0.0102588 -0.0181476 0.0651703 0.00927225 -0.0270052 0.00916706 -0.0293002 -0.0338306 -0.0457754 -0.00759061 0.0438291 -0.00936943 -0.0190196 0.00143499 leaf_count=122 199 150 306 1026 121 182 248 238 124 454 128 911 448 148 335 341 3501 359 111 216 5842 353 9529 7966 379 119 188 4662 177 123 internal_value=0 -0.0693361 -0.0312647 -0.0987703 -0.118226 -0.154565 0.0923242 -0.169311 0.0625747 -0.104622 0.0331785 0.0171382 -0.00238131 -0.0481672 0.135896 -0.120548 -0.0188901 -0.198664 0.175183 0.403369 -0.234556 -0.296545 -0.275869 -0.312155 -0.0905995 0.230102 0.101127 -0.116075 0.232564 0.357716 internal_count=39006 38884 30415 22726 22404 21043 7689 20922 7383 11155 6919 6795 6667 5756 1361 10973 4132 6841 452 464 6389 8469 9767 8319 5308 267 547 5041 631 322 Tree=322 num_leaves=31 split_feature=89 89 46 89 74 67 85 46 89 89 43 29 29 82 1 46 77 32 74 24 4 78 35 89 36 14 19 61 89 10 split_gain=52.0774 52.6034 52.0837 52.4267 45.8587 42.1702 32.943 23.4153 22.2829 21.2489 18.8656 17.8335 17.4486 18.6027 17.4062 18.2545 16.5387 16.8128 16.3 16.2526 14.4131 12.692 10.1823 9.71807 8.85753 8.60123 8.57739 8.52623 10.5557 8.61597 threshold=4 6 4 5 0 5 0 3 3 2 0 2 1 1 2 2 2 0 4 0 1 2 0 2 1 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 5 -5 7 -7 -9 -8 24 -6 18 -14 -10 -16 -17 21 -13 26 -21 22 -18 -23 -11 -12 -15 28 29 -25 right_child=1 2 3 4 11 6 9 8 14 10 25 12 13 19 15 16 17 -19 -20 20 -22 23 -24 27 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 5 11 7 9 8 14 24 25 18 13 26 15 16 22 17 18 20 20 23 22 29 24 25 26 27 28 29 leaf_value=0.0695697 0.087131 0.0997827 0.091828 0.10797 0.0664852 0.0802721 0.043278 0.0667272 0.0391115 -0.00595338 0.0042566 -0.0326913 0.0292912 -0.00157319 0.0408953 0.035075 0.0540313 -0.0254475 0.0306285 0.0365854 -0.018535 0.0310389 -0.0209119 0.0423235 -0.0380312 -0.0324749 0.022089 0.00114315 -0.0191588 -0.0240595 leaf_count=296 181 158 154 100 141 115 178 143 377 774 1612 109 752 1683 225 223 207 5422 1360 203 3027 202 134 213 9329 915 858 3608 6099 208 internal_value=0 0.0130979 0.00239837 -0.00684898 -0.0169576 -0.0848838 -0.0950568 -0.0267721 -0.0387673 -0.231776 -0.25898 0.104786 0.0887526 0.0325958 -0.0523724 -0.0696177 -0.0870293 -0.104902 0.249683 -0.0173329 -0.136417 -0.049554 0.320153 -0.072713 -0.341194 -0.0557541 0.0963114 -0.0908973 -0.153462 0.181539 internal_count=39006 38710 38529 38371 38217 30084 29984 17176 17061 12808 12630 8133 7992 6523 16918 16541 16316 16093 1469 5771 3230 10671 341 10330 10103 2527 2541 10128 6520 421 Tree=323 num_leaves=31 split_feature=66 61 76 23 87 61 38 14 14 35 41 61 43 85 31 63 7 72 72 14 66 39 24 85 16 29 74 14 61 39 split_gain=58.9692 33.2414 26.6513 19.902 18.75 16.529 16.27 17.3841 17.2085 13.2168 12.4885 11.8755 11.4801 11.1073 10.1114 9.95371 9.81424 9.50241 9.27102 9.21715 9.10013 9.41603 8.58717 8.4238 7.62739 7.58809 7.43906 6.47409 6.37377 6.18001 threshold=0 0 2 0 0 0 1 0 1 0 0 1 0 0 0 0 0 1 1 2 1 1 1 0 1 1 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=5 4 -3 20 9 -1 23 12 -9 25 17 -7 15 -13 -15 24 -17 -11 -14 -10 -4 -22 -19 -5 -8 26 -2 -27 -20 -23 right_child=1 2 3 6 -6 11 7 8 19 10 -12 13 18 14 -16 16 -18 22 28 -21 21 29 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=5 26 2 20 23 4 11 24 8 19 17 10 13 18 14 14 16 16 22 28 19 21 29 22 23 24 27 26 27 28 29 leaf_value=-0.0392888 0.0832179 0.0755266 0.001685 -0.00159062 -0.0322031 -0.0357693 0.0581885 0.0121893 0.00293387 -0.0402971 -0.0263404 -0.0173654 0.035144 0.001052 0.0573298 -0.0278467 0.0180604 0.0495619 -0.0331345 -0.0462018 0.0658516 0.0396254 0.013106 -0.0439711 0.0250341 -0.0121392 -0.00315733 -0.0436535 0.00137018 0.00841148 leaf_count=9340 167 200 848 499 4237 2898 288 934 381 181 671 1810 287 853 176 563 591 342 687 1170 317 585 1247 493 1658 4148 376 1530 891 638 internal_value=0 0.0476579 0.122598 0.102449 -0.0895674 -0.243081 0.0499343 0.0871325 -0.102889 -0.0189236 0.102453 -0.119054 0.152742 -0.0168045 0.191045 0.225358 0.061095 0.179484 0.000219675 -0.316805 0.28949 0.364637 0.224052 -0.226542 0.311653 -0.143279 0.239075 -0.189163 -0.0787361 0.272619 internal_count=39006 23929 11030 10830 12899 15077 8442 7450 2485 8662 2441 5737 4965 2839 1029 3100 1154 1770 1865 1551 2388 1540 1589 992 1946 6221 543 5678 1578 1223 Tree=324 num_leaves=31 split_feature=39 35 7 36 65 6 86 68 66 7 10 75 14 85 54 18 69 78 75 88 36 24 75 63 35 67 46 75 7 6 split_gain=33.2163 17.2528 13.5899 12.0983 8.88051 8.19361 7.96234 8.07372 7.20778 6.60975 6.34883 7.24669 6.34452 6.16192 5.88623 5.85634 5.86787 5.95679 5.57246 6.24072 5.43557 6.34899 5.33003 5.31115 5.55733 5.03911 4.6329 4.50973 4.35239 3.75392 threshold=0 0 0 1 0 2 1 1 9 1 0 0 0 0 2 1 1 2 1 0 1 0 0 0 1 2 1 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 22 26 -4 -5 7 -7 -8 -6 14 -12 25 -11 -3 -16 23 -18 -13 -20 -19 -22 -2 24 -17 -10 -1 -24 -15 -28 right_child=2 10 4 5 9 6 8 -9 12 13 11 18 -14 28 15 16 17 20 19 -21 21 -23 27 -25 -26 -27 29 -29 -30 -31 leaf_parent=26 22 14 4 5 9 7 8 7 25 13 11 18 12 28 15 24 17 20 19 19 21 21 27 23 24 25 29 27 28 29 leaf_value=0.0527156 -0.0408215 0.0598972 -0.025439 0.040584 -0.0156274 0.0863958 0.054675 -0.00107333 0.0262945 -0.00156908 -0.02956 -0.027548 -0.040628 0.00675917 -0.029695 0.0233919 0.0600807 0.0303887 0.00965462 0.0823683 0.0105462 -0.0208522 -0.0309161 0.0127116 0.103067 -0.01911 -0.041502 0.0155194 0.0733407 0.0115213 leaf_count=120 11643 160 2877 190 977 110 118 1321 250 479 989 255 3147 162 212 117 131 438 296 155 1270 1005 1366 231 129 8430 133 691 246 1358 internal_value=0 -0.0250439 -0.260458 -0.104185 -0.11177 -0.151512 -0.167664 0.0810154 -0.203861 0.0591382 0.0949687 -0.0769532 -0.216298 0.244285 0.146127 0.122762 0.149138 0.106034 0.123261 0.284988 0.0780337 0.018893 -0.362637 0.422647 0.687866 -0.172331 0.129348 -0.142064 0.510222 0.0662097 internal_count=39006 20565 18441 15177 4741 13566 13376 1431 11945 1864 5388 1695 11827 887 3693 3533 3321 2844 706 451 2713 2275 13700 477 246 8680 1611 2057 408 1491 Tree=325 num_leaves=31 split_feature=1 39 87 14 67 40 21 71 22 70 74 78 18 56 80 63 18 63 14 40 15 0 13 71 29 0 7 13 54 69 split_gain=36.0192 32.0589 27.8991 25.5129 16.2514 14.945 13.879 13.5025 12.5858 12.8076 12.2014 11.7788 11.3781 11.2701 11.0364 10.5041 10.3416 9.68594 10.1936 10.1027 12.4173 9.97219 9.29697 9.21557 8.90546 8.71675 8.66887 8.40314 7.84393 7.5196 threshold=1 0 0 0 3 2 0 0 1 2 0 2 1 2 1 0 2 1 0 1 0 1 0 1 1 2 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 3 6 -3 -6 10 -5 -7 -10 22 -11 -13 -14 -4 26 -15 18 -18 -19 21 -21 -2 -9 -22 -26 -16 -24 -17 -27 right_child=1 4 14 7 5 8 -8 23 9 11 -12 12 13 16 15 28 17 19 -20 20 24 -23 27 -25 25 29 -28 -29 -30 -31 leaf_parent=0 22 4 14 7 5 8 6 23 9 11 10 12 13 16 26 28 18 19 18 21 24 21 27 23 25 29 26 27 28 29 leaf_value=-0.0321163 -0.0157044 -0.0584261 -0.0482426 -0.00843547 -0.0219964 -0.0167996 -0.0418493 -0.00725539 -0.0266086 -0.0272283 -0.0396855 -0.0119115 -0.0464967 -0.0431622 0.00442345 -0.0184266 -0.00520346 0.00338491 0.016194 0.0345153 -0.0170357 0.0107269 -0.0116728 0.0267094 -0.0140875 0.0328421 -0.035418 0.0295496 0.0207747 0.0199314 leaf_count=2562 4586 156 211 1795 538 572 3788 382 330 310 2215 620 221 130 1452 250 1458 1452 1061 532 168 4804 640 696 162 2650 426 319 2142 2378 internal_value=0 0.0606617 -0.0203648 -0.0967939 0.103427 0.10733 -0.198955 0.033629 0.114913 0.122472 -0.140077 0.128223 0.13343 0.14151 0.0938449 0.108791 0.144949 0.148288 0.0531053 0.167339 0.184343 0.130025 -0.0839541 0.169701 0.242248 0.253543 -0.00916276 0.0991177 0.180091 0.265425 internal_count=39006 36444 18902 14421 17542 17386 11548 2873 16848 16276 7760 15946 15636 15016 4481 4270 14795 14665 2519 12146 10694 5336 5545 1078 5358 5190 1878 959 2392 5028 Tree=326 num_leaves=31 split_feature=59 91 91 56 86 14 69 59 13 63 63 71 39 70 20 71 87 33 69 0 15 20 44 87 65 61 42 71 13 69 split_gain=35.323 21.3759 19.2506 15.8922 12.5947 12.4941 12.9288 11.6935 10.5603 11.0456 16.1288 19.518 12.852 11.4909 10.5443 10.126 9.1728 8.93092 10.9756 9.17948 11.6086 14.184 8.85886 8.72843 8.54877 8.07576 7.94719 7.59928 7.4817 7.03364 threshold=0 0 1 1 2 4 5 1 0 1 0 0 0 2 2 0 0 0 0 1 1 1 1 1 0 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 27 28 -5 15 24 16 9 -8 11 12 26 -12 25 -6 -2 18 19 -16 -21 -22 -23 -18 -7 -10 -11 -3 -1 -20 right_child=7 2 -4 4 5 6 8 -9 14 10 13 -13 -14 -15 17 -17 23 -19 29 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 16 27 2 4 15 24 9 7 25 26 13 11 12 13 19 15 23 17 29 20 21 22 22 23 24 25 26 27 28 29 leaf_value=-0.0406901 -0.0209204 -0.00977781 -0.0356757 -0.0225786 0.0695197 0.0714948 -0.0165486 -0.0395702 0.0814999 0.0117127 0.0664363 0.0149303 0.00193264 0.0135288 -0.0152007 0.0154068 -0.0170124 -0.00367361 0.0118759 -0.0108602 0.0547923 -0.036141 0.013288 0.0261982 0.00538267 0.0145696 -0.0314483 0.0150249 7.9898e-05 0.0299442 leaf_count=924 3592 2444 1929 572 161 161 1695 4756 112 238 127 1716 1368 2226 645 235 763 1572 1224 738 264 183 3631 697 114 134 3714 1165 422 1484 internal_value=0 0.0596554 -0.102089 0.0805536 0.0902709 0.0976232 0.08961 -0.18117 0.083133 0.0299803 0.0562406 -0.0227417 -0.126423 0.163887 0.122308 0.391991 -0.100294 0.112729 0.133715 0.084644 0.10869 0.145172 0.117084 0.071786 0.476721 0.499326 -0.255576 0.0023774 -0.211474 0.223298 internal_count=39006 29198 5538 23660 22314 21742 21346 9808 21071 11084 9389 7036 5320 2353 9987 396 5052 9741 8169 5461 4816 4078 3814 1460 275 246 3952 3609 1346 2708 Tree=327 num_leaves=31 split_feature=66 24 24 24 14 14 86 17 87 59 88 24 35 24 15 32 13 72 66 86 74 63 23 85 23 39 85 66 42 14 split_gain=38.125 22.3131 20.7986 15.0837 18.6983 12.4369 10.3059 9.4692 10.8283 9.09766 8.68271 8.72456 7.29271 6.8654 9.27732 8.68872 6.38357 5.09475 4.69336 4.53285 5.49266 4.46461 8.24522 5.4785 8.14267 4.34958 4.29873 4.29039 4.2708 4.20858 threshold=0 0 1 0 0 1 2 0 0 2 0 1 0 2 0 2 0 1 2 1 0 0 2 0 0 0 0 2 1 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 -2 6 4 16 -6 -3 8 -4 -5 11 -11 17 28 15 -15 -1 -10 -14 -16 -21 23 -23 24 -19 -17 -18 -24 -13 -7 right_child=1 2 7 9 5 29 -8 -9 12 10 -12 13 18 14 19 25 26 21 -20 20 -22 22 27 -25 -26 -27 -28 -29 -30 -31 leaf_parent=16 1 6 8 9 5 29 6 7 17 11 10 28 18 15 19 25 26 24 18 20 20 22 27 23 24 25 26 27 28 29 leaf_value=-0.0391466 -0.0385746 0.0327927 -0.0105486 0.0556885 -0.0311445 -0.013529 -0.0345032 -0.0228855 -0.0366865 -0.00257605 -0.0129567 0.0364929 0.0411184 0.0873707 0.0452309 0.00106552 -0.0275371 0.106116 -0.0254405 -0.00385359 0.0465525 0.108708 -0.0179812 0.00748636 0.00679092 0.0377105 0.00986226 0.0453573 -0.00199997 0.0292829 leaf_count=4593 9657 299 3028 152 794 143 6138 2110 148 2226 1307 177 117 147 150 194 999 116 516 913 120 154 125 944 185 818 340 483 1130 783 internal_value=0 -0.18962 -0.111272 0.0292261 -0.109521 0.101616 -0.300901 -0.00556587 0.058088 0.0909277 0.0749182 0.110931 0.185777 0.174598 0.24676 0.380352 -0.272811 0.269409 -0.113719 0.0925503 0.0322748 0.304591 0.487469 0.191396 0.544298 0.307364 -0.0968964 0.320701 0.035494 0.228916 internal_count=39006 24020 14363 14986 7652 1720 6437 7926 5816 7334 7182 5875 2788 3649 2342 1159 5932 2155 633 1183 1033 2007 762 1245 301 1012 1339 608 1307 926 Tree=328 num_leaves=31 split_feature=33 33 33 42 74 15 85 35 33 23 21 14 7 7 86 63 15 66 7 23 15 24 21 39 91 24 86 23 13 87 split_gain=129.948 55.1685 19.7513 16.4501 11.0441 8.92569 6.12344 4.78219 2.55302 2.19695 1.57196 1.42077 2.16082 1.3645 1.14556 1.07375 0.895764 0.777625 0.958341 0.55528 0.820192 0.666597 0.335602 0.276052 0.25109 0.112689 0.211352 0.86706 0.117504 0.182264 threshold=0 1 2 1 0 0 0 0 3 0 0 1 0 1 1 4 1 0 0 0 0 0 0 0 0 0 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=15 11 13 14 5 8 7 9 -5 -7 -6 12 -2 -3 -4 -1 -15 -10 -19 20 21 -13 -11 -18 -20 26 27 -17 29 -28 right_child=1 2 3 4 10 6 -8 -9 17 22 -12 19 -14 16 -16 25 23 18 24 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_parent=15 12 13 14 8 10 9 6 7 17 22 10 21 12 16 14 27 23 18 24 19 20 21 22 23 24 25 29 27 28 29 leaf_value=-0.0207266 -0.045409 -0.00182419 -0.0597449 0.0211203 5.38104e-06 0.0102899 -0.0276358 -0.0167814 0.0569374 0.0479903 -0.0389276 -0.011775 0.00720282 -0.010061 -0.0228248 -0.0194567 -0.0354927 0.0544108 0.0311983 -0.0474019 -0.0477548 -0.042484 0.0350852 -0.0517649 0.0448183 -0.0505091 -0.0480649 -0.0511146 -0.0498377 -0.0332593 leaf_count=375 429 317 101 105 131 117 205 105 739 218 145 183 285 229 146 397 518 275 139 3520 929 322 139 465 100 16720 1167 1027 9085 373 internal_value=0 0.0691132 0.218781 0.284467 0.333102 0.381863 0.190298 0.273639 0.486226 0.354728 -0.125455 -0.393967 -0.198635 -0.281074 -0.351694 -0.491033 -0.355377 0.518346 0.459458 -0.431378 -0.351573 -0.236998 0.432027 -0.419926 0.365222 -0.495416 -0.481718 -0.413905 -0.490573 -0.44221 internal_count=39006 9862 4194 2665 2418 2142 784 579 1358 474 276 5668 714 1529 247 29144 1212 1253 514 4954 1434 505 357 983 239 28769 12049 1424 10625 1540 Tree=329 num_leaves=31 split_feature=59 10 10 10 85 10 56 59 58 39 21 10 39 69 10 69 59 10 23 14 14 7 21 91 16 71 71 3 29 8 split_gain=82.6022 57.2062 49.7354 41.8609 40.4769 35.5168 23.3179 17.4228 16.9303 16.3811 15.759 14.4074 14.3179 11.0837 9.14658 8.56503 8.10111 15.0943 8.01175 7.05971 8.02361 6.69147 6.95606 8.97259 6.55506 5.74413 7.63612 5.73836 5.44715 5.18806 threshold=0 0 1 2 0 3 2 12 3 0 0 4 1 0 5 1 1 0 0 0 1 0 0 0 1 0 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 6 -3 -4 7 -5 -1 -2 -8 19 29 -7 24 16 18 27 17 -9 -13 21 -21 22 23 -10 -11 -12 -27 -15 -17 -6 right_child=4 2 3 5 10 11 8 13 9 12 25 14 -14 15 -16 28 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=6 7 2 3 5 29 11 8 17 23 24 25 18 12 27 14 28 16 17 18 20 20 21 22 23 24 26 26 27 28 29 leaf_value=0.0508445 0.0607679 -0.021724 -0.0296723 -0.0426884 0.0228171 -0.00343852 0.0595487 -0.00789587 -0.0161315 0.0291219 0.0237582 0.0440026 -0.0438607 0.0136615 0.0523381 -0.0376467 0.0405647 0.0365264 -0.027858 -0.00715984 -0.043457 -0.0222507 0.0144465 0.0212436 -0.0199728 0.0169108 -0.0237682 0.0426222 0.00725515 -0.0216896 leaf_count=262 587 2603 704 284 139 204 158 825 3335 312 810 176 7952 618 2379 101 1869 1051 104 1040 1929 2423 877 550 3912 423 347 544 1008 1480 internal_value=0 -0.0599788 0.122722 0.258012 0.19432 0.355565 -0.166832 0.284775 -0.185507 -0.197556 -0.00329995 0.424566 -0.316032 0.250039 0.476493 0.14397 0.324546 0.203293 0.117306 -0.119522 -0.268402 -0.0751335 -0.0199575 -0.0906158 -0.150016 0.125965 -0.000982422 0.271875 0.0282498 -0.174766 internal_count=39006 29204 6454 3851 9802 3147 22750 6603 22488 22330 3199 2863 12176 6016 2659 2271 3745 1876 280 10154 2969 7185 4762 3885 4224 1580 770 1162 1109 1619 Tree=330 num_leaves=31 split_feature=49 49 44 44 42 91 44 22 22 80 23 61 75 78 78 24 38 49 69 14 85 10 33 89 42 86 29 14 49 66 split_gain=28.4699 26.8086 26.2341 25.6462 19.3034 17.5878 12.5717 9.8778 9.14711 8.8663 12.4996 8.48601 7.48823 6.41226 6.37119 8.13297 7.22606 6.30094 7.06253 7.05487 4.74858 4.69414 4.58817 4.48945 4.36179 4.27433 5.22646 4.60469 4.1855 3.95185 threshold=5 4 1 3 5 0 2 2 1 1 0 0 0 2 1 1 2 1 0 0 4 0 2 1 2 2 1 0 1 5 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 21 25 -4 -5 6 -6 -8 28 10 -10 14 20 -14 15 -11 -16 -18 19 -19 -13 -2 -15 -22 -7 -3 -27 -28 -9 -26 right_child=1 2 3 4 5 24 7 8 9 11 -12 12 13 22 16 -17 17 18 -20 -21 23 -23 -24 -25 29 26 27 -29 -30 -31 leaf_parent=0 21 25 3 4 6 24 7 28 10 15 10 20 13 22 16 15 17 19 18 19 23 21 22 23 29 26 27 27 28 29 leaf_value=0.0733225 0.0840612 0.0643033 0.0904437 0.0770708 0.0372099 0.0188167 0.0259139 0.0389361 0.0805776 0.0669561 -0.00293228 0.0166775 0.0589792 0.0397344 0.0356116 -0.00426528 0.0065401 -0.0141205 -0.00132799 -0.0351577 0.00841841 0.0279643 -0.0161339 -0.0330801 0.00507697 -0.034632 0.0310571 -0.00177961 0.00255227 -0.0347252 leaf_count=148 129 101 123 157 281 222 351 168 223 148 589 209 103 106 230 564 991 8324 2804 3521 308 106 1648 7039 339 125 1025 340 963 7621 internal_value=0 -0.0644712 -0.0765844 -0.102944 -0.11134 -0.118617 -0.0865222 -0.0973186 -0.10849 -0.126342 0.162897 -0.140155 -0.228164 -0.0573054 -0.0946319 0.194744 -0.110403 -0.122104 -0.148124 -0.194307 -0.288858 0.594689 -0.109659 -0.308418 -0.30235 0.22528 0.186638 0.2271 0.104531 -0.322399 internal_count=39006 38858 38623 37032 36909 36752 28570 28289 27938 26807 812 25995 9413 1857 16582 712 15870 15640 14649 11845 7556 235 1754 7347 8182 1591 1490 1365 1131 7960 Tree=331 num_leaves=31 split_feature=46 89 89 89 23 36 29 14 46 39 89 1 29 46 36 1 7 85 17 59 8 4 71 57 65 89 15 0 66 24 split_gain=47.7897 47.9958 48.9555 46.0435 44.9542 36.0478 28.6105 25.7503 23.5296 24.2929 18.817 18.7577 18.6138 18.3411 18.0098 15.8221 15.5836 12.5366 14.5317 10.95 11.1324 10.7476 10.2401 8.83467 8.64756 8.53033 8.38749 9.06663 7.80106 7.60606 threshold=5 6 4 5 0 1 2 0 2 0 2 2 1 3 2 3 0 0 0 12 2 1 0 1 0 1 4 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 8 16 -7 11 -5 10 -10 -8 -13 -14 -9 -15 -6 19 -19 -17 -21 -22 25 -18 28 -12 -27 29 -23 -28 right_child=1 2 3 4 5 6 7 14 9 -11 22 12 13 15 -16 17 23 18 -20 20 21 24 -24 -25 -26 26 27 -29 -30 -31 leaf_parent=0 1 2 3 8 16 6 11 14 10 9 25 12 13 15 14 19 23 18 18 20 21 28 22 23 24 26 29 27 28 29 leaf_value=0.110323 0.0824553 0.0662184 0.0862191 0.0593591 0.00392586 0.0643489 0.0454894 0.0418651 0.0675854 -0.0347349 0.0288613 0.0205615 0.0652488 0.056102 -0.0251623 -0.0543655 0.0659474 -0.027724 0.0040885 0.040246 0.0333832 0.00615978 -0.0351851 0.02786 0.00792766 0.0620726 0.0593897 -0.0160535 -0.0159695 -0.0224963 leaf_count=123 187 294 157 116 1413 192 343 184 107 7795 337 1187 122 134 6098 445 196 3779 1115 264 328 1774 1357 1576 2119 142 143 3680 3148 151 internal_value=0 0.0178376 0.00746203 -0.00574555 -0.015305 0.0370561 -0.00906445 -0.0223132 -0.171717 -0.194051 -0.0755807 0.0210929 0.00459752 -0.0320702 -0.205218 -0.0446151 0.227119 -0.0570714 -0.172059 -0.00401882 0.0104107 -0.0103217 -0.108769 0.330419 -0.0343288 -0.0504718 -0.0936354 -0.116345 -0.0969268 0.293115 internal_count=39006 38883 38696 38402 38245 24417 21232 21040 13828 13712 5917 14758 14415 13228 6282 13106 3185 12972 4894 8078 7633 7369 5810 1772 7041 4453 4116 3974 4922 294 Tree=332 num_leaves=31 split_feature=7 91 0 7 14 0 42 42 36 87 24 90 91 34 10 76 35 49 39 13 16 29 87 36 10 24 32 39 40 3 split_gain=52.9098 29.4058 22.6002 19.8214 16.6344 16.3157 11.5032 12.2096 11.7074 10.9609 9.93477 9.98587 10.0348 9.46244 8.8012 7.48345 8.22156 6.768 6.64163 7.06277 6.14797 6.42108 5.91465 5.7275 5.7137 5.54456 5.39529 5.31182 5.74993 5.28472 threshold=0 0 5 1 0 3 1 2 2 0 0 1 1 0 0 1 0 1 0 0 1 1 1 1 0 1 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 -2 5 9 -4 -5 -8 -9 14 29 -12 18 17 15 -1 27 -10 25 -20 24 -22 -11 26 -7 -13 -19 -17 -29 -3 right_child=2 10 3 6 -6 20 7 8 13 22 11 12 -14 -15 -16 16 -18 23 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=15 2 29 5 6 4 24 7 8 17 22 11 25 12 13 14 27 16 26 19 19 21 21 22 23 24 25 26 28 28 29 leaf_value=0.0590031 0.0919457 -0.00142192 0.0742331 -0.0315247 -0.0381817 0.0263842 -0.0523253 -0.0213883 -0.00505858 -0.0171183 0.0717711 -0.0123637 0.0263571 -0.000323731 -0.0294633 -0.00504563 0.00961882 -0.00547104 0.0123679 -0.0367682 0.0193955 -0.0133472 -0.0460165 0.0342105 -0.027872 0.041847 0.0322451 0.0251463 -0.0357635 -0.0370359 leaf_count=135 101 1348 112 321 7170 444 141 415 261 2306 117 311 970 745 3767 2956 1388 326 326 984 430 4658 2639 2112 217 261 247 210 2118 1470 internal_value=0 -0.132175 0.0965166 0.0823951 -0.206953 -0.0371807 0.169095 0.190523 0.20664 -0.143748 0.0543293 0.138513 0.0976431 0.233462 -0.0852869 -0.0341484 -0.0522944 0.274434 -0.0558337 -0.194847 -0.0632266 -0.100501 -0.313349 0.29947 0.148878 0.177562 0.125512 -0.138535 -0.287022 -0.141239 internal_count=39006 28476 10530 10429 22689 5861 4568 4247 4106 15519 5787 2969 2852 3691 10574 6807 6672 2946 1882 1310 5749 5088 4945 2685 661 572 573 5284 2328 2818 Tree=333 num_leaves=31 split_feature=16 39 35 46 7 50 65 31 31 28 65 74 85 41 14 57 17 46 91 33 10 24 79 88 69 87 14 7 85 63 split_gain=28.8081 27.2248 16.5339 11.9016 11.0913 8.88312 7.60591 7.37962 7.09729 6.29652 6.05846 6.36465 6.02917 7.10311 5.7001 5.52146 5.47432 7.07966 4.93276 4.67004 4.59744 4.3329 4.49795 4.08364 3.92683 3.93227 3.92111 3.78902 3.67421 3.61766 threshold=5 0 0 1 0 1 0 2 0 2 1 1 0 0 0 1 0 1 0 1 0 1 0 0 2 0 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 3 19 8 -5 -6 21 -3 -9 -8 -12 27 -14 23 -4 26 -18 -10 -2 29 -7 -23 24 -11 -26 -17 -13 -20 -19 right_child=1 4 15 5 6 7 10 9 18 14 11 12 13 -15 -16 16 17 20 28 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=0 19 8 15 5 6 21 10 9 18 24 11 27 13 13 14 26 17 29 28 19 20 22 22 23 25 25 26 27 28 29 leaf_value=0.0880074 0.0667913 -0.0419282 -0.0236574 0.0495376 -0.0255865 -0.027633 -0.0179035 0.0454308 -0.025166 0.0233765 -0.0290281 -0.0331682 0.100193 0.00741186 -0.0372748 0.00764105 0.0804998 0.0503114 -0.0153938 0.0111363 -0.00823184 0.043687 -0.0269671 -0.0340743 -0.0107658 -0.0319985 -0.0203406 0.0320661 0.0564696 0.0164962 leaf_count=162 131 10862 445 274 2863 206 876 149 2200 317 227 187 156 206 3436 2503 142 267 338 559 610 463 320 1962 5744 1514 529 236 312 810 internal_value=0 -0.109948 -0.0387359 -0.11754 -0.255339 -0.150097 -0.119837 -0.164289 -0.350022 -0.189582 0.037402 0.20711 0.345521 0.64488 -0.200735 0.080137 0.104914 0.231273 -0.148659 0.226875 0.176373 0.143207 0.286421 -0.162284 -0.129797 -0.147923 0.0385245 0.0670494 0.219049 0.263007 internal_count=39006 38844 20381 15075 18463 14385 4751 14111 13712 13122 1888 1012 785 362 12973 5306 4861 1829 2850 690 1687 989 783 9537 7575 7258 3032 423 650 1077 Tree=334 num_leaves=31 split_feature=16 56 31 1 67 29 2 67 56 66 59 14 7 15 47 28 71 71 41 87 20 87 42 14 23 7 53 79 71 63 split_gain=33.6043 29.2732 25.9141 24.1414 22.3999 19.7568 16.4895 14.0007 13.1 12.474 17.4484 17.225 15.8816 12.3992 10.6056 11.061 10.5652 14.3427 10.3295 11.1872 9.00885 8.7748 8.47369 8.42412 7.6748 7.65926 7.20107 6.97734 6.77186 6.7466 threshold=2 2 2 1 2 1 0 3 1 0 0 0 0 0 0 1 0 1 0 0 1 0 1 0 1 1 0 0 0 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 23 7 -7 21 10 13 12 14 -10 27 -16 29 -18 19 28 -15 -9 -14 -6 -17 -24 -22 -11 -8 -13 right_child=1 2 3 4 5 6 18 8 9 11 -12 16 22 20 15 24 17 -19 -20 -21 26 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 23 7 28 21 13 27 10 29 22 20 15 24 17 17 18 19 26 21 25 23 24 25 26 27 28 29 leaf_value=-0.0435956 -0.04992 -0.021538 -0.0271345 -0.0358503 -0.0381358 -0.050736 -0.0264797 -0.0301325 0.00313405 0.00108591 -0.0238079 -0.0194507 0.0273276 0.0420292 -0.0203176 0.0331421 0.0109263 0.0390493 -0.0219516 0.0221118 0.00429775 0.0101365 -0.00155599 -0.000703414 0.0149429 -0.0302535 0.0208916 -0.0570291 0.00557372 0.0170284 leaf_count=1205 1130 2392 2022 698 1421 223 1587 1162 5471 1147 1043 124 202 286 286 904 677 1410 2167 723 1189 348 1173 335 3510 1252 1481 164 633 2641 internal_value=0 0.0500605 0.0557823 0.0661492 0.0742054 0.0801748 0.0883562 0.101893 0.104913 0.112154 0.0649241 0.148089 0.0886577 0.0830568 0.13012 0.167813 0.217527 0.301753 -0.058176 0.0328926 0.16307 -0.133975 -0.0816542 -0.202131 0.188291 -0.135874 0.133298 -0.0254407 -0.0993709 0.152362 internal_count=39006 37801 36671 34279 32257 31559 29803 24693 24470 22960 9470 13490 8638 8427 6011 4700 4852 2087 5110 2943 2956 1510 2627 1756 4414 2425 2670 1311 2220 2765 Tree=335 num_leaves=31 split_feature=87 14 85 14 39 13 56 41 42 21 23 47 42 85 47 71 85 87 58 24 55 26 63 13 56 18 33 53 41 74 split_gain=33.4384 33.0509 24.0685 17.3684 14.2403 12.5709 11.1718 9.8817 9.66394 9.32647 9.04608 8.53154 8.37514 10.3182 8.56908 7.82832 9.52128 7.4352 7.25992 7.1712 6.82116 6.69094 6.6255 8.08523 6.0066 5.83964 5.76217 5.74828 5.67869 5.34932 threshold=0 0 0 1 0 0 1 0 4 0 0 2 1 1 5 0 1 6 1 0 1 1 1 11 1 1 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 4 9 -1 18 -4 11 -7 15 26 -8 13 -10 -14 16 -3 -16 -2 -20 -5 -13 25 -24 -21 -19 -6 -12 -9 -22 right_child=5 3 6 20 10 8 7 28 12 -11 27 21 14 -15 17 -17 -18 22 19 24 29 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=4 18 16 6 20 26 8 11 28 13 9 27 21 14 13 17 15 16 25 19 24 29 21 23 23 24 25 26 27 28 29 leaf_value=-0.0370263 -0.0300839 0.0164924 -0.0474123 0.0426021 0.0139557 0.0644914 -0.0229128 -0.00901469 0.0536766 -0.0292623 -0.00978148 0.0565172 0.040687 0.0174303 0.0375709 0.0231075 -0.022045 0.0641921 -0.0129952 -0.0440129 0.0295782 0.00541166 0.054902 0.00414306 0.0105988 0.0166995 -0.0284297 -0.0413328 -0.0433995 0.0100761 leaf_count=9925 352 316 484 309 905 118 520 791 296 1089 1025 102 394 909 259 504 1165 105 1670 133 513 3451 118 4987 2082 1234 411 1601 611 2627 internal_value=0 -0.0261987 -0.10524 0.0869556 -0.238021 0.112391 -0.021924 -0.00344317 0.150711 -0.0606964 -0.109646 0.0379872 0.142487 0.276847 0.115832 0.0162402 -0.0766018 0.100744 0.0127299 0.0380567 0.164358 0.0684039 0.0861695 0.0533417 0.0885198 0.200721 0.0503701 -0.242466 -0.189154 0.138212 internal_count=39006 26349 19826 6523 13867 12657 5959 5475 8420 3074 3942 4073 8302 1205 7097 1985 1481 6703 4237 3885 3449 3553 6444 5105 2215 1339 1316 2626 1402 3140 Tree=336 num_leaves=31 split_feature=23 39 61 59 8 41 10 25 14 31 85 33 39 41 13 14 74 7 86 66 47 31 47 41 14 14 39 21 25 25 split_gain=34.4501 31.1316 16.2304 15.7335 13.1299 10.8476 11.2207 8.97779 7.98238 7.93597 7.70073 7.28733 6.82756 7.5423 6.75227 13.0717 7.96649 7.85934 8.1913 8.25752 9.32659 7.34006 9.47577 7.08667 6.64866 6.63322 6.54325 6.4802 6.29997 5.66906 threshold=0 0 0 2 1 3 0 0 0 0 0 0 5 0 0 0 1 0 1 4 1 1 0 0 0 0 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 10 9 8 -5 -6 11 -4 27 12 -2 14 -3 -14 15 -7 -16 18 -18 -20 25 -22 23 -23 -8 -21 -9 -1 -11 -17 right_child=1 2 7 4 5 6 24 26 -10 28 -12 -13 13 -15 16 29 17 -19 19 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 10 12 7 4 5 15 24 26 8 28 10 11 13 13 16 29 18 17 19 25 21 23 22 23 24 25 26 27 28 29 leaf_value=0.0539141 -0.0414902 0.0667875 -0.0296362 -0.0327425 0.0643937 -0.020119 -0.0379757 -0.0258372 0.0892794 0.0513369 -0.0204225 -0.0119658 0.002231 0.0345887 0.0481618 0.00892976 0.0551953 -0.0163667 0.0966253 0.0170321 0.0619997 0.00164186 -0.0250107 0.0349644 0.00925499 0.0852946 0.0231608 -0.0410251 -0.0293525 0.0541422 leaf_count=100 10241 173 4447 1038 208 1883 2455 634 100 120 4244 1795 2590 778 348 905 286 614 114 205 148 1446 974 335 551 133 566 169 1293 113 internal_value=0 -0.16962 -0.0425548 0.0381573 0.0185787 0.042989 0.0305583 -0.19651 0.535516 0.0789857 -0.325016 0.0600459 0.139334 0.106756 0.0916922 -0.0166051 0.148918 0.115328 0.158835 0.121635 0.10253 0.0533984 0.0241569 0.106169 -0.236909 0.481889 0.0384479 0.170419 -0.19231 0.171396 internal_count=39006 25086 10601 13920 13551 12513 12305 5647 369 4954 14485 9299 3541 3368 7504 2901 4603 4255 3641 3355 3241 2903 2755 1781 3006 338 1200 269 1413 1018 Tree=337 num_leaves=31 split_feature=33 33 33 42 33 33 33 53 33 53 23 86 21 61 14 23 24 85 31 14 17 39 24 47 66 7 13 39 86 23 split_gain=122.945 55.8519 17.7437 15.6667 11.7954 11.4546 7.48744 3.55058 2.99134 2.09169 2.09341 1.68581 1.14181 0.911051 1.09731 0.979791 1.25235 0.849269 0.688424 0.667562 0.409066 0.328989 0.262666 0.18328 0.172641 0.166197 0.144724 0.136002 0.245041 1.22958 threshold=0 1 2 1 4 3 5 0 6 0 0 1 0 0 1 0 0 1 6 0 0 0 2 1 1 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=18 13 9 17 12 7 -7 -6 -8 10 -3 -10 -5 14 -2 16 -16 -4 -1 20 24 -21 -15 -17 -13 -12 -9 28 29 -20 right_child=1 2 3 4 5 6 8 26 11 -11 25 19 -14 22 15 23 -18 -19 27 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=18 14 10 17 12 7 6 8 26 11 9 25 24 12 22 16 23 16 17 29 21 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0297262 -0.0105531 0.011044 -0.0549509 -0.00414492 0.0158293 0.000177594 0.0210967 -0.0271878 0.0323922 -0.0471925 -0.0425203 0.0473882 -0.0386129 -0.0338603 -0.00925237 -0.0378373 -0.0510172 -0.0230491 -0.0166284 0.0577478 0.04416 0.0705801 -0.0499164 -0.0511396 0.0566594 -0.024835 -0.0439966 -0.0505634 -0.0488265 -0.0510159 leaf_count=516 329 131 140 121 158 145 143 123 157 1025 217 114 103 397 310 450 347 101 447 211 213 124 2664 1211 643 177 142 13889 12910 1348 internal_value=0 0.070288 0.223623 0.287882 0.336498 0.388437 0.453927 -0.0204661 0.498842 -0.25286 -0.114211 0.529825 -0.142488 -0.404911 -0.338283 -0.386467 -0.246266 -0.343181 -0.487054 0.556865 0.523768 0.632226 -0.478033 -0.472678 0.550538 -0.335165 -0.35683 -0.491486 -0.479465 -0.41506 internal_count=39006 9896 4188 2638 2397 2173 1750 423 1605 1550 525 1462 224 5708 2647 2318 657 241 29110 1305 970 335 3061 1661 757 394 265 28594 14705 1795 Tree=338 num_leaves=31 split_feature=59 79 85 10 41 13 41 59 10 10 8 37 10 21 37 71 79 61 41 2 59 85 60 41 47 41 37 37 15 59 split_gain=72.1374 53.3141 35.4162 31.9582 27.3883 17.5232 15.5264 15.2381 14.6617 13.9867 13.8276 13.8031 12.0611 10.7313 9.56262 9.44421 8.93977 8.93087 8.34962 7.70163 14.8024 7.14106 7.08572 6.93731 7.38948 6.30945 6.28759 7.65068 6.09361 6.00339 threshold=0 0 0 0 0 0 1 12 1 2 1 0 7 0 1 0 0 0 2 0 1 3 1 0 3 0 2 3 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 7 17 5 12 15 -2 -5 -10 -4 19 -1 -12 16 -6 -13 -3 -8 20 25 -15 -14 -23 -25 -9 -16 -28 -20 -21 right_child=2 3 10 8 6 -7 18 11 9 -11 13 14 22 21 26 -17 -18 -19 28 29 -22 23 -24 24 -26 -27 27 -29 -30 -31 leaf_parent=12 7 17 10 8 15 5 18 25 9 9 13 16 22 21 26 15 16 17 28 29 20 23 22 24 24 25 27 27 28 29 leaf_value=0.0594519 0.0585653 0.0070583 0.0378272 -0.0126889 -0.00335822 -0.0386423 -0.00173389 -0.0137578 -0.0150016 0.0409118 -0.0197649 0.00630162 0.0398774 -0.0346433 0.0145843 -0.0375495 0.0428812 -0.0321112 0.0547422 0.0105355 0.0370905 -0.0094249 -0.0176544 -0.0223481 0.0305576 0.0234743 0.011661 -0.0361878 0.0176527 0.05052 leaf_count=121 591 707 341 411 2094 9344 784 833 187 2260 1460 548 133 139 441 1183 570 1123 158 206 1262 556 10307 104 552 283 210 315 448 1335 internal_value=0 -0.051295 0.188874 0.166142 -0.136544 -0.227475 0.00923316 0.275093 0.293153 0.353862 0.00323884 0.24262 -0.140835 -0.0492988 0.115467 -0.128893 0.248079 -0.144474 0.150855 0.321976 0.24953 0.0682165 -0.160751 0.118357 0.224844 0.0216286 -0.0217098 -0.166942 0.277528 0.448191 internal_count=39006 29260 9746 4688 24572 19905 4667 6594 2858 2447 3152 6003 10561 2811 2084 3277 1118 1830 1390 3919 2378 1351 10440 1212 656 1116 966 525 606 1541 Tree=339 num_leaves=31 split_feature=91 37 49 49 49 66 31 22 22 80 86 86 86 14 24 42 56 25 79 13 28 53 23 25 34 79 39 38 47 23 split_gain=26.2594 19.0072 14.9212 16.7773 14.2083 9.76382 9.98786 8.74674 8.38879 7.7549 7.26691 7.16876 7.03306 6.32239 6.00368 5.87292 5.72522 5.1709 6.67228 5.16442 5.00254 4.69759 7.46703 6.11446 4.98133 4.56392 4.60666 4.50373 4.49027 4.38909 threshold=0 0 1 2 3 0 2 2 1 1 2 1 3 0 1 2 1 1 0 0 2 0 4 1 1 0 0 1 1 7 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 17 -4 -5 9 14 -3 25 -6 -10 19 -13 21 -7 -2 -8 -1 -19 -12 -14 22 -11 -24 -25 28 -27 -26 -9 -17 right_child=15 7 3 4 5 6 16 8 10 13 11 12 20 -15 -16 29 -18 18 -20 -21 -22 -23 23 24 27 26 -28 -29 -30 -31 leaf_parent=17 15 7 3 4 9 14 16 28 10 22 19 12 20 13 14 29 16 18 18 19 20 21 23 24 27 26 26 27 28 29 leaf_value=0.0719476 0.0282445 0.040048 0.0324609 0.0513222 0.0569457 0.0539405 0.00298056 0.00201453 0.0336609 0.078784 -0.000133767 0.0421919 0.0429082 -0.0265716 -0.00733793 0.0308693 -0.0284668 0.0177857 -0.0349943 0.0359167 -0.0101407 -0.020537 0.0571864 0.0512128 0.0525261 -0.0401506 0.0276284 -0.00792732 0.0517796 -0.031683 leaf_count=114 218 312 334 119 147 196 754 101 423 108 626 159 126 2246 504 148 11127 1078 178 546 4936 1876 203 122 115 104 114 3502 326 8144 internal_value=0 -0.022832 -0.0833875 -0.117617 -0.141016 -0.155119 -0.226062 0.085555 0.058798 -0.0638169 0.0197403 -0.008401 -0.0592201 -0.0823958 0.129908 -0.278368 -0.259139 0.151238 0.112768 0.180069 -0.0840161 -0.0285363 0.0251383 -0.000647018 -0.029727 0.283293 0.00590464 -0.0560297 0.399337 -0.300793 internal_count=39006 30496 22723 21353 21019 20900 12581 7773 7461 8319 6816 6393 5221 8172 700 8510 11881 1370 1256 1172 5062 5926 4050 3942 3739 645 218 3617 427 8292 Tree=340 num_leaves=31 split_feature=89 23 46 23 47 85 37 23 59 71 41 87 77 42 57 57 78 87 37 29 74 39 40 74 15 17 29 47 65 1 split_gain=44.8607 41.7537 35.206 35.3352 36.4639 24.7886 21.746 20.834 13.5747 13.3158 13.2608 13.174 13.2722 12.0327 10.6822 11.7036 9.88042 9.13514 8.66593 7.87137 7.18711 6.75016 6.20328 6.18875 5.81062 5.58224 8.55049 7.44944 5.57871 7.33995 threshold=4 0 4 1 0 0 0 2 12 0 0 0 1 1 1 2 2 0 1 1 0 0 2 0 0 0 1 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 5 -3 11 7 9 14 -5 -9 16 13 12 -4 -8 -6 -16 -2 25 -15 -14 28 -7 -10 -12 -24 26 -17 -28 29 -18 right_child=1 2 3 4 6 21 10 8 22 -11 23 -13 19 18 15 17 20 -19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_parent=0 16 2 12 7 14 21 13 8 22 9 23 11 19 18 15 26 29 17 18 19 20 21 24 23 24 25 27 27 28 29 leaf_value=0.065329 0.065837 0.0983744 0.0305556 0.00334474 0.0250941 -0.0180033 -0.0224245 -0.0548495 0.0727275 -0.0245159 -0.015303 -0.0335338 0.0152211 0.0108147 0.0551187 0.01035 0.0437446 -0.0291704 0.0348436 -0.0158567 0.020123 -0.0418681 0.0411426 0.0116653 0.0229204 0.00723288 -0.00212843 -0.0282543 0.0112103 -0.0161471 leaf_count=296 101 120 260 2162 429 1799 211 179 147 2242 904 2548 345 907 110 387 191 2364 1080 4236 633 4832 1629 548 1524 1362 1357 2004 1100 2999 internal_value=0 0.0146602 0.0637862 0.0547351 0.102716 -0.137232 0.0283427 0.251757 0.338905 -0.0371822 0.134296 -0.121157 -0.0526119 0.214356 -0.0651824 -0.0941724 0.0354918 -0.111157 0.254281 -0.107122 0.0111949 -0.318413 0.35845 -0.0266888 0.336487 -0.0625214 -0.113032 -0.179263 -0.0489944 -0.121561 internal_count=39006 38710 24813 24693 17304 13897 11663 5641 3479 7266 3650 7389 4841 2198 8013 7584 5024 7474 1987 4581 4923 6631 3300 1452 3153 5110 3748 3361 4290 3190 Tree=341 num_leaves=31 split_feature=66 66 63 63 63 42 66 91 46 61 46 61 40 31 40 29 63 40 63 85 31 41 59 31 40 13 10 39 71 38 split_gain=55.1667 29.0384 27.0199 26.6781 19.9505 14.907 13.5757 16.2349 13.1657 13.1108 11.6206 10.5857 9.97428 13.7876 9.82408 9.43288 9.00037 8.78049 8.36642 7.62479 8.10131 7.14559 6.52721 6.49831 6.21728 5.65497 5.51453 5.51072 5.41011 5.40841 threshold=0 1 0 1 2 1 2 0 1 0 2 1 1 0 2 1 3 2 4 0 0 0 0 2 1 0 0 1 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=9 17 5 14 -5 -3 7 -7 -8 -1 -10 -11 -12 15 -4 -14 -6 -2 -18 27 28 -17 -23 -19 -16 26 -25 -13 -21 -15 right_child=1 2 3 4 16 6 8 -9 10 11 12 19 13 29 24 21 18 23 -20 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31 leaf_parent=9 17 5 14 4 16 7 8 7 10 11 12 27 15 29 24 21 18 23 18 28 20 22 22 26 24 25 26 27 28 29 leaf_value=-0.0381471 0.0352664 -0.0261383 0.0564122 0.00704719 -0.00420606 -0.0175233 -0.0192807 0.0280021 -0.0405889 -0.0362157 0.0465397 0.0163473 0.0737155 -0.0478744 0.0284679 0.0353744 -0.00317267 0.0267991 -0.0492019 0.0213258 0.0494306 0.0264498 -0.0178756 -0.00543801 0.00177459 -0.0368839 -0.0440623 -0.0255805 -0.0264978 0.00971048 leaf_count=9365 149 718 172 1283 605 2022 346 690 112 2915 1000 308 212 131 599 1831 387 306 2568 382 174 389 389 1764 2534 2861 1065 1475 450 1804 internal_value=0 0.0448305 0.084826 -0.0375457 -0.18996 0.166292 0.187713 0.00657609 0.236081 -0.243241 0.261181 -0.130335 0.276259 0.229583 0.124042 0.323303 -0.327384 -0.183048 -0.413833 -0.0315789 0.144771 0.28363 0.0892362 -0.217503 0.0815854 -0.24745 -0.136793 -0.164922 -0.0212421 0.0672379 internal_count=39006 23937 17792 8148 4843 9644 8926 2712 6214 15069 5868 5704 5756 4756 3305 2821 3560 6145 2955 2789 1006 2609 778 5996 3133 5690 2829 1783 832 1935 Tree=342 num_leaves=31 split_feature=7 13 42 76 75 75 31 14 70 10 14 41 6 66 16 6 50 89 89 74 31 38 7 70 29 17 65 65 80 24 split_gain=27.98 20.611 11.582 11.1678 10.8013 11.2459 17.2638 9.21539 9.03349 8.58429 8.05291 7.73074 9.26999 7.68297 7.32855 6.89298 6.09491 5.91951 5.69315 6.04739 5.8078 5.34372 4.89752 4.81215 4.71687 4.65483 4.92402 6.93488 4.526 4.00456 threshold=0 0 1 2 0 1 0 0 3 0 0 0 2 0 1 1 1 2 1 0 1 1 1 2 1 0 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 -2 -1 7 29 -7 9 22 14 15 12 -10 -14 -5 -8 -15 -18 -19 23 -21 -13 -4 -20 -22 -25 -27 -28 -16 -6 right_child=2 -3 8 4 5 6 10 -9 11 -11 -12 21 13 16 28 -17 17 18 19 20 24 -23 -24 25 -26 26 27 -29 -30 -31 leaf_parent=3 2 1 22 14 29 6 15 7 12 9 10 21 13 16 28 15 17 18 23 20 24 21 22 25 24 26 27 27 28 29 leaf_value=0.0889866 -0.0407131 -0.0345304 0.0138999 0.0264057 -0.000749526 -0.0230818 0.0996599 -0.0395697 0.0715011 -0.0373475 0.132116 0.035734 -0.0159148 0.0667383 0.0370345 0.0258314 -0.0493916 -0.0273835 0.0451938 -0.0171008 -0.00162347 -0.0186459 0.0890948 -0.00541624 0.0453999 0.00201293 -0.0036392 0.0694935 -0.0130058 -0.0370815 leaf_count=100 911 12984 102 457 1012 584 127 3650 136 3287 109 225 1762 105 143 623 135 300 144 194 242 2680 112 1741 801 548 146 199 4675 772 internal_value=0 -0.183608 0.0261948 -0.0998753 -0.111126 0.0625013 0.261451 -0.173858 0.0506852 -0.116833 0.518125 0.033184 0.0790669 0.0604919 -0.0591141 0.406461 0.106368 0.089144 0.105734 0.130942 0.291403 -0.135636 0.550364 0.0633969 0.367388 0.0318559 0.180855 0.411324 -0.107047 -0.152265 internal_count=39006 28523 10483 15539 15439 3227 1443 12212 9572 8562 859 9358 6453 6317 5275 750 4555 4450 4315 4015 1237 2905 214 2778 1043 2634 893 345 4818 1784 Tree=343 num_leaves=31 split_feature=65 87 74 87 32 70 39 87 57 56 39 39 14 56 43 72 55 0 63 45 18 35 66 15 42 7 47 59 78 71 split_gain=30.5294 31.645 22.7844 21.4746 16.6062 15.7021 14.935 14.2356 12.2295 11.0303 10.4502 11.1795 10.2244 9.09441 8.27594 8.17838 8.15944 8.33523 7.82179 7.70346 7.6112 7.2622 6.96704 6.8815 20.2556 15.6767 7.98978 7.43732 6.79095 7.28062 threshold=0 0 0 0 0 1 0 1 1 1 1 2 0 2 0 2 1 1 1 1 1 0 3 0 1 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 6 4 12 8 -6 15 21 -1 -10 -8 -12 -4 -11 19 -2 -7 -18 -9 -15 -21 -3 -5 25 -25 26 27 -22 -19 -30 right_child=1 7 3 22 5 16 10 18 9 13 11 -13 -14 14 -16 -17 17 28 -20 20 23 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_parent=8 15 21 12 22 5 16 10 18 9 13 11 11 12 19 14 15 17 28 18 20 27 21 22 24 24 25 26 27 29 29 leaf_value=-0.0276971 0.0128246 0.00154246 -0.0335971 0.0414115 -0.00880042 -0.00855088 -0.0267685 -0.00712637 -0.0313158 -0.0582564 -0.0250595 0.010233 -0.00595301 -0.019878 -0.00816857 -0.0407185 0.0357324 -0.0241271 0.0227921 -0.0247716 0.00524555 -0.0267995 0.00453805 0.0602976 0.0116306 -0.0171919 0.0159143 -0.0412373 0.0126274 0.024338 leaf_count=825 211 1089 3162 154 838 348 1647 337 780 277 603 846 793 433 1885 4254 715 168 1367 295 2716 742 1135 295 1937 1349 3224 294 4000 2288 internal_value=0 -0.0680864 0.072084 -0.0727243 0.0932615 0.149947 -0.191308 0.0626243 0.048065 0.0584981 -0.103239 -0.0074008 -0.204541 0.0669919 0.0710904 -0.358988 0.172897 0.184937 0.168107 0.0870478 0.0958163 -0.0789284 0.0991381 0.103246 0.19677 0.0780388 0.105315 0.0337158 0.165641 0.173047 internal_count=39006 11096 27910 5244 22666 8357 7561 3535 14309 13485 3096 1449 3955 12705 12428 4465 7519 7171 1704 10543 10110 1831 1289 9815 2232 7583 6234 3010 6456 6288 Tree=344 num_leaves=31 split_feature=87 14 39 13 14 72 41 42 31 47 13 26 21 42 87 13 43 63 66 55 41 40 36 28 63 66 70 70 42 55 split_gain=27.276 32.7143 18.9785 13.9938 11.6738 10.3423 9.71282 8.50615 8.57401 8.28753 7.50876 7.16971 6.62283 6.55918 6.53278 7.01742 6.48806 6.4577 5.81099 5.80855 5.76983 5.50354 5.47206 7.41888 5.3448 7.75736 6.22544 5.22703 5.2043 6.52413 threshold=0 0 0 0 1 2 0 2 7 3 11 1 0 1 6 1 0 1 4 1 0 1 1 1 0 0 2 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 5 24 12 27 11 -7 -9 -5 -11 -4 -3 20 -12 -16 18 -17 -13 -6 -10 -21 -19 -24 25 -2 -26 -1 -25 -30 right_child=3 4 6 9 19 7 -8 8 13 10 14 16 -14 -15 15 17 -18 22 -20 21 -22 -23 23 28 26 -27 -28 -29 29 -31 leaf_parent=27 25 12 11 9 19 7 6 8 20 10 14 18 12 13 15 17 16 22 18 21 20 21 23 28 26 25 26 27 29 29 leaf_value=0.0441173 0.00177058 0.00267327 0.0507452 -0.0123701 0.0387423 0.034706 -0.0203821 0.0203503 0.0208051 0.0498931 0.0365298 -0.0356126 -0.0236042 -0.03199 0.00145823 0.0270898 -0.0189412 -0.0103395 0.00538893 0.0337085 -0.0545104 0.0094726 0.0446233 0.0279734 0.0533798 -0.0309459 0.00242523 -0.00733541 0.0417869 0.00691077 leaf_count=101 859 1994 152 601 308 206 2069 127 428 197 325 198 1102 11170 1727 1170 1092 375 3656 362 256 2761 249 531 101 1041 2216 423 211 2998 internal_value=0 -0.0284408 -0.107487 0.0968862 0.0840919 -0.218333 -0.0282304 -0.253062 -0.270452 0.137303 0.150661 0.0156841 -0.0376948 -0.293291 0.141127 0.127888 0.00121474 0.157686 0.035987 0.147261 0.0329066 0.123055 0.123024 0.142207 -0.00834748 -0.118131 0.0449772 0.112318 0.121197 0.0909803 internal_count=39006 26405 19878 12601 6527 12711 7167 12187 11981 8384 7783 5098 3096 11854 7586 7261 4946 5534 3854 3431 684 3123 4364 3989 4217 1900 2317 524 3740 3209 Tree=345 num_leaves=31 split_feature=31 41 87 24 13 15 34 41 66 24 47 14 56 14 39 14 19 14 74 87 14 39 71 59 24 24 39 43 49 66 split_gain=34.6619 20.0345 15.83 11.6465 11.4104 11.1811 10.3448 12.7805 9.3009 8.01392 8.65397 7.62033 7.26882 6.95615 11.0417 7.06552 6.61235 6.53001 8.0689 6.08916 7.10201 6.82912 5.7154 5.45139 7.77118 6.23707 5.42323 4.67217 4.6291 4.75766 threshold=0 0 0 3 0 0 0 1 0 0 4 1 1 0 0 1 0 0 1 1 0 0 0 0 1 2 0 0 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 -1 -2 11 7 -3 27 -6 -11 -4 -9 14 -14 -15 -16 18 -8 20 21 -13 -19 24 -21 -26 -10 -5 -12 -30 right_child=4 6 5 8 9 -7 17 12 26 10 28 19 13 15 16 -17 -18 22 -20 23 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_parent=3 4 7 11 27 9 5 18 12 26 10 28 21 14 15 16 15 16 22 18 24 20 21 22 23 25 25 26 27 29 29 leaf_value=0.0178173 -0.0391306 0.00766044 -0.0169708 -0.00687045 -0.046482 -0.0124092 0.0265687 -0.0170989 -0.0460809 0.058984 0.0462663 -0.0394379 -0.0101431 0.0264278 0.0628518 0.0935141 -0.0132597 -0.0225637 -0.0392241 -0.0109709 0.0361306 0.00763658 0.0351774 0.0690512 -0.0036395 0.0399688 -0.0202165 -0.0336108 0.0142534 -0.0226288 leaf_count=734 8476 2901 595 4489 1396 2579 369 298 3523 210 164 417 729 191 400 174 102 322 1663 444 281 616 320 125 280 926 2781 1160 286 2055 internal_value=0 -0.00760326 -0.0666192 -0.156848 -0.270106 0.0332995 0.126721 0.190696 -0.194525 -0.120198 -0.0373711 0.118562 0.380223 0.439597 0.305185 0.697711 0.511148 -0.0828866 -0.24235 0.167477 0.0238589 -0.0929844 0.144112 0.259243 0.214403 0.308299 -0.326533 -0.109575 -0.0983263 -0.138324 internal_count=39006 26419 18950 12687 12587 6263 7469 4795 11953 4111 2715 3684 1894 1596 1231 365 502 2674 2032 3089 1314 1033 642 1775 1650 1206 6304 5649 2505 2341 Tree=346 num_leaves=31 split_feature=33 33 88 82 75 38 33 33 33 88 10 63 24 14 15 15 14 31 7 7 53 24 71 39 47 7 39 47 91 53 split_gain=123.505 49.9352 15.2821 11.7363 10.6927 7.59469 6.29652 3.62776 4.11693 3.57428 3.02573 2.99724 2.20807 2.0275 1.65113 1.47282 1.91574 1.16473 1.08103 1.78674 0.929651 0.741048 0.487609 0.443405 0.432738 0.405329 0.33118 0.258678 0.250724 0.239692 threshold=0 1 0 1 0 1 2 3 4 1 0 0 0 0 0 0 1 6 1 0 0 0 0 0 1 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=17 15 3 -3 5 -5 14 -8 -9 10 12 26 -4 18 -7 16 -2 -1 -10 20 24 25 -11 -15 -20 -18 -6 -23 -26 -17 right_child=1 2 9 4 11 6 7 8 13 22 -12 -13 -14 23 -16 29 21 -19 19 -21 -22 27 -24 -25 28 -27 -28 -29 -30 -31 leaf_parent=17 16 3 12 5 26 14 7 8 18 22 10 11 12 23 14 29 25 17 24 19 20 27 22 23 28 25 26 27 28 29 leaf_value=-0.0239246 0.00145908 -0.0509799 0.028348 -0.0194064 -0.00221091 0.0184573 0.0140159 0.0119253 0.0574543 -0.0607833 -0.0434769 -0.0456064 -0.018333 0.0579853 -0.0257174 -0.039034 -0.0187861 -0.0493935 0.0613261 0.018459 0.0294192 -0.0328364 -0.0323314 0.0723684 0.0416582 -0.0395815 0.016587 -0.0509764 0.0541692 -0.0508277 leaf_count=522 273 216 159 196 146 247 184 101 341 237 196 169 204 214 369 706 497 28556 169 116 102 361 200 146 213 362 110 889 173 2632 internal_value=0 0.08147 0.226669 0.293666 0.323638 0.378181 0.410122 0.449731 0.482428 -0.174368 -0.0354805 -0.0936172 0.0984875 0.517398 0.00620055 -0.377977 -0.293012 -0.487897 0.464282 0.417482 0.469647 -0.358186 -0.490452 0.646488 0.513743 -0.263725 0.0586303 -0.457676 0.468459 -0.474414 internal_count=39006 9928 4208 3212 2996 2571 2375 1759 1575 996 559 425 363 1474 616 5720 2382 29078 1114 773 657 2109 437 360 555 859 256 1250 386 3338 Tree=347 num_leaves=31 split_feature=59 10 10 10 10 59 59 41 59 2 10 10 2 39 66 59 59 88 69 10 41 41 41 74 75 74 35 47 92 47 split_gain=66.8235 51.7567 38.7216 36.2397 29.6577 28.6456 35.6071 27.3793 23.9537 23.1907 14.9399 14.3399 12.64 12.4945 11.6485 11.568 12.7671 9.87776 9.30582 9.19231 8.10727 8.64539 8.45963 7.41876 8.83508 8.74504 12.7793 7.24086 6.98563 6.71068 threshold=0 0 1 2 3 1 2 0 3 0 1 4 1 0 0 4 6 0 0 5 0 1 2 0 0 1 0 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 7 27 -4 -5 9 28 13 -8 20 -11 -6 -12 23 -9 18 -17 29 -10 -13 -2 -22 -23 -1 25 -25 -27 -3 -7 -16 right_child=5 2 3 4 11 6 8 14 15 10 12 19 -14 -15 17 16 -18 -19 -20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=23 20 27 3 4 11 28 8 14 18 10 12 19 12 13 29 16 16 17 18 19 21 22 22 25 24 26 26 27 28 29 leaf_value=-0.0239867 -0.0226901 0.0191024 -0.0280992 -0.0382108 -0.00457825 0.0381677 -0.00496213 -0.0192739 0.0439906 -0.0338858 0.000773745 0.00903231 0.0453409 -0.0409066 0.0350947 -0.00335866 0.050283 -0.0190484 -0.0147227 0.0508746 -0.0175952 -0.00906533 0.0401978 -0.00610905 -0.0381202 0.101581 -0.0118508 -0.0251724 -0.00570236 0.0062113 leaf_count=6593 2231 372 690 295 213 124 383 1664 191 146 418 276 1146 9745 477 163 2566 611 171 2389 600 224 221 703 774 323 345 2205 1175 1572 internal_value=0 -0.0583457 0.120446 0.243219 0.337391 0.174832 0.266685 -0.1612 0.365051 0.0318868 0.236591 0.403629 0.313922 -0.26797 -0.0176726 0.424238 0.468723 0.0696321 0.119758 0.459623 -0.10085 0.0233741 0.189704 -0.181536 0.018651 0.172787 0.534171 -0.186408 -0.00584992 0.144307 internal_count=39006 29247 6440 3863 3173 9759 4773 22807 3474 4986 1710 2878 1564 18483 4324 3091 2729 2660 362 2665 3276 1045 445 8738 2145 1371 668 2577 1299 2049 Tree=348 num_leaves=31 split_feature=49 91 10 55 49 37 66 13 42 22 33 42 39 35 8 10 66 9 80 69 53 3 18 79 16 70 31 36 44 63 split_gain=25.6159 21.9037 20.5469 17.0891 15.3943 12.25 10.7203 8.68785 8.44498 8.11441 8.08708 7.86455 7.79897 7.09336 6.66002 5.92899 5.77668 5.39303 5.44728 5.32701 9.73231 8.27398 4.94126 4.95007 5.51008 4.82035 4.96294 4.53737 4.03668 4.52975 threshold=5 0 1 1 4 0 0 4 1 2 0 2 0 0 2 0 0 1 1 0 3 0 1 0 1 1 4 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 7 10 -5 6 17 -2 12 -7 -4 -11 -8 22 -10 27 -12 -6 -19 -3 21 -21 -9 24 -24 -13 -27 -16 -26 -30 right_child=1 19 3 4 5 9 8 13 14 11 16 25 -14 -15 15 -17 -18 18 -20 20 -22 -23 23 -25 28 26 -28 -29 29 -31 leaf_parent=0 7 19 10 4 17 9 12 22 14 11 16 25 12 13 27 15 16 18 18 21 20 21 24 23 28 26 26 27 29 29 leaf_value=0.06871 0.0798716 -0.0367772 0.00549398 0.0592161 0.0312118 0.0417574 0.0464238 0.06028 0.0300511 0.0469054 -0.0144613 0.016595 -0.0253681 -0.00482395 0.0188606 0.00416941 0.0529308 0.0476625 -0.0100245 -0.00550458 -0.0225406 0.110523 0.0669599 -0.00886082 0.0496156 0.0340177 -0.0115564 -0.0324577 0.0452418 0.00410924 leaf_count=151 121 5098 1559 138 396 195 285 130 244 213 163 663 496 1033 233 926 302 118 7259 221 3046 116 144 435 114 157 4358 9484 205 1003 internal_value=0 -0.055959 -0.0234884 -0.0617804 -0.094969 -0.105896 -0.157778 0.165353 -0.236807 0.0110986 0.156178 -0.0210992 0.121361 0.136718 -0.267408 -0.283928 0.412054 -0.0607559 -0.0838009 -0.260892 -0.150187 0.434875 0.220397 0.179448 0.244236 -0.049028 -0.0902815 -0.310324 0.187805 0.123209 internal_count=39006 38855 30374 27189 25165 25027 19441 3185 11668 5586 2024 5391 781 3064 10887 10643 465 7773 7377 8481 3383 337 2031 1901 1466 5178 4515 9717 1322 1208 Tree=349 num_leaves=31 split_feature=46 19 87 46 1 12 46 46 19 89 89 29 6 14 13 88 47 8 45 24 24 71 71 15 74 24 89 33 1 2 split_gain=41.3237 42.0237 45.8329 30.086 23.7645 23.271 23.2087 24.7347 20.3933 18.8038 16.9281 15.7181 16.6446 13.3953 12.6552 12.134 11.5939 11.1015 10.8677 10.8227 10.1317 9.54284 8.5758 8.53023 8.07491 7.84773 7.75927 7.92141 8.54426 8.38038 threshold=5 0 0 2 3 10 1 3 1 3 2 1 2 0 0 4 0 2 2 0 0 0 1 0 0 0 1 2 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 3 25 -3 -6 19 -8 21 -9 -11 23 -13 15 -4 -14 -10 -17 -19 -5 -18 -7 -23 24 -12 -2 -20 -28 29 -29 right_child=1 4 14 6 5 8 7 9 16 10 11 12 13 -15 -16 17 20 18 26 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_parent=0 25 4 14 19 5 21 7 9 16 10 24 12 15 13 14 17 20 18 26 19 20 22 22 23 24 25 27 29 28 29 leaf_value=0.103711 0.017297 0.0638767 -0.0144992 0.00417481 0.0764823 0.00400193 0.0667222 0.0711202 0.0311993 0.0369347 -0.0154737 0.0558904 0.0809571 -0.0310206 -0.0405535 0.0333078 0.0214861 0.0396958 0.0124351 0.0483287 -0.00314933 -0.0038741 -0.0407241 -0.0117888 0.0293426 0.0742456 0.019393 0.0368875 -0.019347 -0.0319757 leaf_count=117 130 243 3113 529 138 2792 150 117 1207 298 190 120 104 4943 6643 272 954 371 606 462 1063 842 827 476 685 177 387 254 10436 360 internal_value=0 0.0117708 -0.0543722 0.00447776 0.125288 0.102827 -0.0159447 -0.0440969 0.0850208 -0.058227 -0.0683549 -0.0845937 -0.121146 -0.133884 -0.2746 -0.0936042 0.177139 -0.102355 -0.119121 0.290899 0.0966452 -0.0301347 -0.189343 0.10266 0.205784 0.532378 -0.133503 -0.154628 -0.171888 0.143692 internal_count=39006 38889 30823 21067 8066 7823 20760 19769 7685 19619 19502 19204 17853 17733 9756 12790 3224 12686 12414 991 2017 4461 1669 1351 875 307 12043 11437 11050 614 Tree=350 num_leaves=31 split_feature=35 0 0 29 0 14 79 76 42 47 40 29 28 16 22 19 40 29 87 7 73 18 13 31 41 65 31 10 10 71 split_gain=46.7879 28.2542 26.7441 23.2456 24.8755 19.4664 14.7142 15.8173 13.0977 11.3734 10.7832 12.1521 11.236 12.1584 9.70464 8.6432 7.77533 7.45757 6.99438 7.57702 6.1652 6.15586 6.08294 6.54044 6.07284 6.07218 5.39521 5.26296 5.18703 5.14192 threshold=0 3 4 1 5 0 0 2 1 0 1 2 2 1 1 3 2 3 0 0 1 1 0 2 0 1 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 26 -3 20 -5 10 7 -2 -9 -10 -6 -12 -13 -14 -11 -16 -15 -17 21 -20 -4 -19 25 -24 -22 -18 -1 29 -27 -8 right_child=6 2 3 4 5 -7 27 8 9 14 11 12 13 16 15 17 22 18 19 -21 24 -23 23 -25 -26 28 -28 -29 -30 -31 leaf_parent=26 7 2 20 4 10 5 29 8 9 14 11 12 13 16 15 17 25 21 19 19 24 21 23 23 24 28 26 27 28 29 leaf_value=0.0125737 0.0797509 0.0698255 0.0800583 0.0668291 0.0071026 -0.0363597 0.0339381 -0.034275 -0.00219512 -0.0287705 0.0652183 0.0495907 0.00992894 0.0145148 -0.0351276 0.0691952 -0.0445726 -0.0243284 -0.0212868 0.0184919 0.00307914 0.0268851 0.0175724 -0.0396474 0.0531994 -0.0103289 0.0635994 -0.0269664 -0.0365203 -0.00874327 leaf_count=213 105 198 163 145 1949 8514 175 582 2192 242 119 163 1229 327 132 103 1300 127 781 547 1112 2770 240 6018 263 4460 189 1489 2483 676 internal_value=0 -0.11688 -0.140178 -0.15543 -0.184904 -0.200188 0.101224 0.140294 0.124374 0.143371 -0.136619 -0.175111 -0.188017 -0.202676 0.191877 0.21033 -0.239374 0.224905 0.209391 0.0484683 0.228546 0.253024 -0.260044 -0.362436 0.154941 -0.196052 0.439698 -0.108827 -0.153483 0.00754277 internal_count=39006 29085 28683 28485 26947 26802 9921 7581 7476 6894 18288 16339 16220 16057 4702 4460 14828 4328 4225 1328 1538 2897 14501 6258 1375 8243 402 2340 6943 851 Tree=351 num_leaves=31 split_feature=39 16 54 7 24 78 66 58 14 33 9 74 63 31 85 34 66 85 17 61 34 75 7 91 33 31 16 63 61 8 split_gain=25.7007 13.932 12.0011 11.7362 11.1541 10.8234 10.3542 9.91048 8.0523 8.04665 7.92084 7.78629 8.25607 7.67831 7.48056 6.50026 7.40526 6.17459 5.98385 5.88251 5.63624 5.69574 5.5461 5.37816 5.35062 7.13573 6.55622 5.71459 5.23213 5.17127 threshold=0 4 2 0 0 1 0 3 0 1 2 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 2 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 17 13 6 9 19 -7 18 -6 -8 -9 14 -2 -13 16 -12 -3 -5 -4 21 -19 -21 -15 25 -18 -26 -28 -24 -20 right_child=3 2 4 8 5 7 10 11 -10 -11 15 12 -14 23 -16 -17 24 20 29 22 -22 -23 28 -25 26 -27 27 -29 -30 -31 leaf_parent=1 13 17 19 18 9 7 10 11 8 9 16 14 12 23 14 15 25 21 29 22 20 21 28 23 26 25 27 27 28 29 leaf_value=0.0597778 -0.0416556 0.0876334 -0.0236862 -0.0144372 0.07781 0.0732136 0.071997 -0.0309344 -0.0347043 -0.00332147 -0.0169286 -0.0069674 -0.0286542 -0.0240255 0.0525244 -0.0203282 0.00523097 0.0121798 0.0690401 -0.0100356 -0.0276698 0.0795898 0.0069494 0.0253768 0.0439687 0.060005 0.0270618 -0.00183451 0.0992983 0.00773894 leaf_count=195 10865 118 3782 1882 101 127 119 5369 1630 364 1172 625 1101 2197 317 1623 217 247 167 1257 275 114 163 646 172 219 537 2184 103 1118 internal_value=0 -0.0240248 -0.0367826 -0.237797 -0.0564323 -0.165712 0.00616129 -0.207679 -0.0993565 0.268577 0.0691132 -0.227152 -0.0485918 -0.340264 0.158884 0.0527174 0.087788 0.318111 -0.00697058 -0.152478 0.195599 0.356783 0.0841979 -0.128576 0.133025 0.347543 0.0869625 0.0452658 0.472385 0.16295 internal_count=39006 20501 20306 18505 19552 8004 11548 7539 4797 465 6243 7412 2043 13708 942 6124 4501 754 3167 5305 636 361 1523 2843 3329 436 2893 2721 266 1285 Tree=352 num_leaves=31 split_feature=13 14 85 13 78 75 72 19 14 8 63 0 75 33 20 71 59 24 24 24 66 35 35 47 17 47 15 42 31 14 split_gain=30.3964 28.5601 25.1018 16.6971 12.0888 10.3772 9.8638 9.5888 9.37059 9.1081 9.65246 11.4087 10.0056 9.56882 8.6238 8.49712 8.42448 8.23231 7.79029 10.5279 7.52746 7.35572 6.98029 6.30918 8.64509 8.36395 6.77708 7.06753 6.43987 6.28281 threshold=0 0 0 1 2 0 2 0 1 2 0 1 0 0 1 0 0 0 1 2 0 0 0 0 1 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 17 5 -5 15 -4 14 21 -6 11 -11 29 23 -8 16 -2 -1 -19 -20 -10 -3 -16 26 -25 -26 27 -13 -27 -12 right_child=3 8 6 4 9 -7 7 -9 20 10 12 13 -14 -15 22 -17 -18 18 19 -21 -22 -23 -24 24 25 28 -28 -29 -30 -31 leaf_parent=17 16 21 6 4 9 5 14 7 20 11 29 27 12 13 22 15 16 18 19 19 20 21 22 24 25 28 26 27 28 29 leaf_value=-0.0359821 -0.00124945 -0.000472328 0.0197847 -0.0328286 0.0431221 -0.0223055 0.0419149 -0.0294103 -0.000886784 0.0319063 0.000895202 -0.0289731 -0.0162702 0.0276435 -0.000264455 0.0113183 -0.0365117 -0.0264786 -0.0216081 0.0328704 0.0154024 -0.0325944 -0.0261857 -0.0164141 0.00180859 0.0264408 0.0133678 0.00158155 -0.00148488 0.0159729 leaf_count=8778 2227 1613 456 241 279 1315 150 1017 1077 943 1557 203 771 971 2090 1781 789 2222 605 306 2170 567 702 228 624 1731 1045 1056 274 1218 internal_value=0 -0.0348412 -0.120076 0.0818731 0.113986 -0.00977967 -0.0247039 -0.0640886 0.0562585 0.120492 0.113413 0.147186 0.0428087 0.122944 -0.0204886 0.0232758 -0.0508825 -0.258585 -0.153642 0.0305832 0.100873 -0.0618795 -0.0448928 0.0969653 0.149777 0.17537 0.0387545 -0.034378 0.228817 0.0799799 internal_count=39006 21753 16326 17253 11141 6112 4415 3959 5427 10900 10621 7075 3546 6132 2942 4797 3016 11911 3133 911 3247 2180 2792 5161 2857 2629 2304 1259 2005 2775 Tree=353 num_leaves=31 split_feature=59 42 91 91 82 59 47 31 71 56 86 47 20 53 26 55 63 39 52 66 24 31 13 23 31 75 31 14 66 24 split_gain=27.8702 21.9561 18.9776 13.5235 12.4882 11.254 10.6471 10.6935 9.5274 9.08278 8.8059 8.88645 7.99554 10.1019 9.03419 8.98545 9.41931 13.7372 8.42478 7.00714 6.29323 6.16705 10.0738 7.46266 8.09306 6.4761 6.04208 5.9212 5.91574 7.15553 threshold=0 4 0 1 1 1 3 1 0 1 2 8 2 0 1 1 0 0 1 1 0 0 0 0 3 1 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 4 8 -3 20 26 19 -4 -9 -11 -12 13 -13 -14 -16 17 -17 -18 -8 -2 22 -20 -23 -25 -24 -6 -10 29 -22 right_child=5 2 3 -5 6 -7 7 9 27 10 11 12 14 -15 15 16 18 -19 21 -21 28 23 25 24 -26 -27 -28 -29 -30 -31 leaf_parent=1 20 4 8 3 26 5 19 9 27 10 11 13 14 13 15 17 18 17 22 19 29 23 25 24 24 25 26 27 28 29 leaf_value=0.0633818 -0.0256892 -0.0200547 -0.0139332 -0.0330597 -0.025102 -0.0389688 0.0169089 -0.0169412 0.0568042 -0.0213447 0.0488097 0.073291 0.0332761 0.00950488 0.0269633 -0.00925269 0.0320934 0.0082919 -0.0147824 -0.0148192 -0.0161866 -0.0157029 0.0450869 -0.0270771 0.023902 0.00795822 0.0042297 0.00737278 -0.0116137 0.0339979 leaf_count=188 2574 1234 2419 1933 971 4813 457 913 143 397 188 120 607 270 973 4158 624 5460 1128 1976 250 163 147 136 1547 1382 615 1028 1856 336 internal_value=0 0.0501693 0.0441756 -0.110441 0.0639323 -0.167534 0.0725039 0.0830716 -0.0231728 0.0964362 0.103768 0.10989 0.104609 0.383833 0.0980821 0.089103 0.0770494 0.0353957 0.135469 -0.0752793 -0.0894576 0.107275 0.0443469 0.177349 0.211077 0.11549 -0.11632 0.139542 -0.0111701 0.161104 internal_count=39006 29177 28989 5523 23466 9829 22232 20646 3590 18213 17300 16903 16715 390 16325 15718 14745 9618 5127 2433 5016 4503 2657 1846 1683 1529 1586 1171 2442 586 Tree=354 num_leaves=31 split_feature=31 87 41 14 39 23 24 13 8 8 88 13 65 0 57 37 25 41 7 23 55 15 66 24 25 7 41 34 41 25 split_gain=32.8033 19.8221 13.9713 13.8976 14.7196 11.9419 10.0776 9.41606 8.64081 8.96553 7.85385 7.65293 7.27936 7.20943 7.34619 6.35054 7.53778 5.90938 5.52423 5.39917 6.63157 5.33915 5.16652 5.02961 4.92306 6.43983 6.52281 6.64183 5.6979 4.69247 threshold=0 0 2 0 0 0 9 0 1 2 0 1 0 1 1 0 0 3 0 1 1 2 0 8 0 0 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 12 4 -4 7 -3 -2 -8 -10 11 -9 -1 -11 -15 16 18 -16 -6 20 -7 -18 -5 -19 25 26 -25 28 -28 -26 right_child=5 6 3 22 15 19 8 10 9 13 -12 -13 -14 14 17 -17 21 23 -20 -21 -22 -23 -24 24 29 -27 27 -29 -30 -31 leaf_parent=12 7 6 4 22 18 20 8 11 9 13 10 11 12 14 17 15 21 23 18 19 20 21 22 26 29 25 28 27 28 29 leaf_value=0.0482605 -0.0287623 0.0843215 -0.0361049 0.00925032 -0.00438852 0.0615167 -0.024636 -0.0117717 -0.0466445 -0.0178869 -0.0395789 0.0593179 -0.0152222 -0.0344443 0.0640213 -0.0374089 -0.0447915 0.0605304 -0.0400816 -0.0404709 -0.0229047 0.0299453 -0.0150678 0.00703976 0.0158013 -0.0136936 0.0265585 -0.0237896 0.0737239 0.049224 leaf_count=565 1635 126 7403 2098 2504 146 720 234 267 742 263 328 414 277 109 938 112 120 833 8350 1692 546 2238 3615 461 1008 614 145 160 343 internal_value=0 -0.00510253 -0.0922866 -0.120529 -0.201686 -0.263507 0.0857473 -0.0291287 0.0748912 0.0971533 0.198029 0.352986 0.295079 0.111232 0.133776 -0.0803124 -0.030272 0.148793 -0.113934 -0.346862 -0.139864 0.21382 0.0233413 0.136668 0.125579 0.0895927 0.127138 0.304129 0.381843 0.270269 internal_count=39006 26358 17651 16672 12336 12648 8707 2460 8581 7861 825 562 979 7594 6852 4933 3995 6575 3337 10188 1838 658 4336 6466 6346 5542 4534 919 774 804 Tree=355 num_leaves=31 split_feature=33 33 85 74 42 41 41 38 85 10 33 23 66 33 15 15 14 61 63 23 24 66 7 53 24 15 7 47 35 24 split_gain=114.924 45.5955 15.1854 11.4257 6.68852 6.75771 4.03286 3.55165 4.47387 4.11856 3.15696 3.04528 3.02505 2.4183 1.91585 1.70846 1.37784 1.38369 1.15938 0.804912 1.05874 0.563659 0.523752 0.524992 0.505135 0.359875 0.334935 0.192196 0.182331 0.153282 threshold=0 1 0 0 1 0 1 1 1 0 2 0 0 3 0 0 1 0 4 0 0 0 0 0 0 0 0 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=18 16 3 4 -3 10 21 -4 9 14 11 -6 -5 -12 -9 27 17 -2 -1 20 25 -7 23 -17 -14 -18 -10 -15 -29 -20 right_child=1 2 7 12 5 6 -8 8 26 -11 13 -13 24 15 -16 22 19 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=18 17 4 7 12 11 21 6 14 26 9 13 11 24 27 14 23 25 17 29 19 20 21 22 23 24 25 26 28 28 29 leaf_value=-0.0173493 0.00119596 -0.0203983 -0.0487682 0.0117545 0.0422738 0.0368977 -0.0307502 0.0456887 -0.0537246 -0.0406724 0.0167109 -0.0274275 -0.0237544 0.0454625 0.000108134 0.0543036 -0.00878601 -0.04303 -0.0471326 -0.0467639 -0.0466302 0.0142616 0.0279401 0.0348982 -0.0506455 -0.0325154 -0.0291658 0.0568706 0.0475397 -0.0500876 leaf_count=379 340 124 331 133 128 125 229 123 193 123 119 270 167 111 161 114 173 374 12015 3558 856 170 134 120 208 415 172 851 130 16660 internal_value=0 0.0761161 0.21519 0.290197 0.344783 0.37432 0.0768111 -0.147617 -0.0383707 0.127184 0.432326 0.0918014 -0.162452 0.460618 0.281053 0.48785 -0.372331 -0.173652 -0.483609 -0.412405 -0.311211 0.241054 0.375839 0.435339 -0.379555 -0.176957 -0.411849 0.54294 0.554667 -0.488687 internal_count=39006 9952 4236 3133 2625 2501 524 1103 772 407 1977 398 508 1579 284 1460 5716 714 29054 5002 1444 295 368 234 375 588 365 1092 981 28675 Tree=356 num_leaves=31 split_feature=59 10 10 85 10 10 41 10 59 39 71 37 21 41 24 7 74 75 12 37 47 19 75 79 66 53 71 54 86 37 split_gain=63.8587 44.4861 38.3952 30.8623 29.3562 28.4026 23.9514 17.105 13.4638 13.1993 11.108 10.8706 10.1701 8.79117 12.1095 8.74052 8.62402 8.57606 8.31767 8.14742 8.0679 6.68657 6.85342 6.50357 6.31973 6.25812 6.23576 5.94101 6.18989 5.93286 threshold=0 0 1 0 2 3 0 4 12 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 1 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 6 -3 8 18 -6 9 -7 -2 16 15 13 -5 14 20 25 -1 24 -4 23 -10 -9 -23 -13 -18 -8 -12 -27 -29 -21 right_child=3 2 4 12 5 7 10 21 11 -11 26 19 -14 -15 -16 -17 17 -19 -20 29 -22 22 -24 -25 -26 27 -28 28 -30 -31 leaf_parent=16 8 2 18 12 5 7 25 21 20 9 26 23 12 13 14 15 24 17 18 29 20 22 22 23 24 27 26 28 28 29 leaf_value=-0.0229999 0.0566123 -0.0192269 0.0337052 -0.0139208 -0.0376646 -0.0110346 0.036756 0.0519495 0.0425529 -0.0403429 -0.00646297 0.00804483 0.0104704 0.0394318 -0.0132911 -0.0157886 0.0552938 -0.0352502 -0.0364185 0.0145505 0.00789445 0.0449869 -0.00631679 0.0392901 0.00280718 0.0447582 -0.0416742 0.0450713 -0.00319956 -0.0161896 leaf_count=6542 582 2607 107 1615 297 202 332 2247 898 9687 797 566 1586 1881 540 780 324 774 593 454 610 260 155 577 1051 147 768 141 1367 519 internal_value=0 -0.0562656 0.112052 0.173553 0.238258 0.32639 -0.152331 0.394252 0.256391 -0.254765 -0.0188369 0.226573 0.00082636 0.29882 0.185393 0.0544734 -0.165179 0.0499607 -0.233123 0.113424 0.287945 0.456689 0.236331 0.235289 0.198783 0.12851 -0.218078 0.0650017 0.0173223 -0.0155899 internal_count=39006 29178 6468 9828 3861 3161 22710 2864 6627 18378 4332 6045 3201 3929 2048 2767 8691 2149 700 2116 1508 2662 415 1143 1375 1987 1565 1655 1508 973 Tree=357 num_leaves=31 split_feature=38 38 22 91 38 38 31 84 39 29 19 31 23 10 37 25 33 14 14 85 58 61 71 78 42 10 55 79 33 19 split_gain=24.8473 24.5607 21.6166 19.0077 15.1639 15.6917 13.1545 9.17737 9.14066 7.42733 6.71625 6.33314 7.51073 6.2317 6.14961 6.07691 5.99323 7.9304 7.79521 5.71639 5.62817 5.41263 5.20889 5.18401 4.833 4.67108 4.61796 4.59622 4.77954 4.65655 threshold=3 5 1 0 4 2 5 0 0 1 1 2 0 0 3 1 0 0 1 0 1 0 0 1 2 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=25 -2 20 4 -4 10 -7 8 9 -8 -6 21 13 15 -10 -13 17 -9 -18 -19 -3 -11 -21 -16 -5 -1 -20 28 29 -22 right_child=1 2 3 24 5 6 7 16 14 11 -12 12 -14 -15 23 -17 18 19 26 22 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 1 20 4 24 10 6 9 17 14 21 10 15 12 13 23 15 18 19 26 22 29 21 22 23 24 25 26 27 28 29 leaf_value=0.0296048 0.0706231 0.0606704 0.0492102 0.0238126 0.0713599 0.0332182 -0.0415113 0.0034125 0.0403107 0.038337 0.015101 0.0742968 -0.016201 -0.0273876 0.0205314 0.00624401 0.0583508 -0.0397995 0.04468 0.0266583 0.0511888 -0.0193766 -0.0204409 -0.0284913 -0.0316321 0.078695 -0.00366243 -0.00936028 0.0497453 0.00279839 leaf_count=235 124 131 153 215 145 358 1205 2076 128 474 595 120 6886 1271 288 1770 170 1319 101 321 111 283 818 9386 7964 136 905 458 275 585 internal_value=0 -0.0593039 -0.0692797 -0.0938261 -0.0612777 -0.0722003 -0.0907114 -0.104034 -0.147002 -0.0889771 0.272358 -0.0659456 -0.0909165 0.0338715 -0.248289 0.0997732 -0.00967307 -0.0616418 0.153166 -0.215886 0.208115 0.208659 -0.0632472 -0.264955 -0.294052 0.508507 0.0474452 0.153404 0.235398 0.128351 internal_count=39006 38635 38511 36951 28772 28619 27879 27521 21811 12009 740 10804 10047 3161 9802 1890 5710 4534 1176 2458 1560 757 1139 9674 8179 371 1006 1429 971 696 Tree=358 num_leaves=31 split_feature=89 89 46 46 1 1 1 85 24 4 89 89 40 29 46 89 24 34 71 18 7 74 23 24 83 58 68 24 82 24 split_gain=40.7494 40.5593 41.0882 39.5538 40.1564 37.3013 38.0999 36.9785 26.2633 22.4161 19.2744 18.3798 18.5484 19.7671 18.0956 17.0507 15.9639 13.5402 13.0928 13.3452 12.2313 11.4208 9.73003 9.14347 8.37656 7.83444 7.1087 6.80236 6.68331 6.59179 threshold=6 5 4 5 2 4 3 0 0 1 2 4 2 1 3 3 1 0 0 2 0 0 1 2 1 1 2 2 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 9 17 29 -11 -12 -13 27 -15 -16 20 21 19 -17 -10 -9 -21 28 -24 -26 -27 -14 -18 -8 right_child=1 2 3 4 5 6 7 8 16 10 11 12 13 14 15 18 23 -19 -20 22 -22 -23 24 -25 25 26 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 29 21 20 10 11 12 27 14 15 19 28 17 18 22 20 21 24 23 25 26 26 27 28 29 leaf_value=0.0780166 0.0843417 0.0892997 0.0939393 0.0437273 0.0722559 0.0588658 0.0102882 -0.0232219 -0.0232071 0.0349214 0.0509576 0.0349643 0.048512 0.0548537 0.0432373 0.064608 0.0230106 0.0262214 -0.0252014 -0.0246682 0.0110982 0.0115072 0.0397069 -0.0450253 -0.0357722 0.030493 -0.00592927 0.00998099 -0.0268926 0.0475143 leaf_count=186 156 152 123 709 184 317 437 2052 3073 463 171 543 165 139 184 103 130 678 4874 2687 875 518 202 5771 483 183 9333 1267 2414 434 internal_value=0 0.0123479 0.00348029 -0.00500225 -0.0127668 -0.0294449 -0.0390598 -0.0509756 -0.172123 0.0100854 -0.010786 -0.0279351 -0.0394095 -0.0557494 -0.0898518 -0.101642 -0.258844 0.00866062 -0.115169 -0.07361 -0.116858 -0.0896719 -0.0841106 -0.358155 -0.0497235 -0.0627737 -0.0437444 0.151252 -0.209124 0.333226 internal_count=39006 38820 38664 38512 38389 37680 37496 37179 15511 21668 20797 20334 20163 19620 18188 18049 12263 3248 17865 12991 3948 2570 12888 8315 10201 9999 9516 1432 2544 871 Tree=359 num_leaves=31 split_feature=66 40 66 63 40 35 61 66 46 63 29 40 31 55 19 87 42 41 31 82 40 66 47 75 39 66 91 40 7 41 split_gain=45.5474 30.44 25.2648 21.5855 18.7573 19.8294 14.9747 13.1984 13.7809 10.9021 10.8668 10.8018 10.7057 9.92854 9.60176 11.3747 9.37638 8.36958 7.85293 7.4161 6.81134 6.45875 6.88161 6.40012 6.07372 5.95434 5.93302 5.826 5.48843 4.98673 threshold=0 2 1 0 3 0 0 2 1 1 1 1 0 2 0 0 1 0 2 1 1 3 1 0 1 4 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=6 -2 -3 7 -5 9 -1 10 -9 20 -4 -10 16 -8 15 -7 -13 19 -15 -18 23 22 -21 -6 28 -23 -12 -26 -20 -19 right_child=1 2 3 4 5 14 13 8 11 -11 26 12 -14 18 -16 -17 17 29 24 21 -22 25 -24 -25 27 -27 -28 -29 -30 -31 leaf_parent=6 1 2 10 4 23 15 13 8 11 9 26 16 12 18 14 15 19 29 28 22 20 25 22 23 27 25 26 27 28 29 leaf_value=-0.0381825 0.0383659 -0.0210693 0.0592685 0.0612842 -0.0017559 0.0227428 0.0485899 -0.0269043 0.0391505 -0.0444979 -0.0218494 -0.0372998 0.000350396 0.0313856 -0.0142962 -0.0170161 0.0821197 0.0215252 -0.0202966 0.0465858 -0.0216218 0.00947997 -0.0214307 0.0804207 0.0021852 0.0431751 0.00842645 -0.0319656 0.031216 -0.0176979 leaf_count=9315 984 6044 176 152 202 1040 204 369 1060 2916 2061 217 1970 335 1319 631 105 368 621 105 1407 411 429 103 651 879 630 3648 250 404 internal_value=0 0.040307 0.0119737 0.0512282 -0.0642882 -0.092686 -0.227062 0.127272 0.175538 -0.282622 -0.0572657 0.201928 0.15054 -0.106123 0.0188282 0.119437 0.234006 0.261766 -0.143465 0.333656 -0.088734 0.295677 0.013872 0.249773 -0.184112 0.357359 -0.111688 -0.249253 0.056211 0.042975 internal_count=39006 23982 22998 16954 7770 7618 15024 9184 6317 4628 2867 5948 4888 5709 2990 1671 2918 2701 5505 1929 1712 1824 534 305 5170 1290 2691 4299 871 772 Tree=360 num_leaves=31 split_feature=24 66 7 74 83 16 7 66 6 61 69 80 63 85 88 47 36 16 85 85 77 32 39 28 15 66 28 65 39 34 split_gain=26.6925 15.0567 13.1183 12.8509 10.5822 8.71527 8.65838 7.85059 7.61636 7.16873 7.80261 5.99611 5.82783 8.72644 5.7334 5.52508 5.46659 5.19435 5.60872 5.01506 4.95673 4.91327 8.92978 4.87936 5.63041 4.7422 4.52923 4.48602 4.19198 5.03691 threshold=0 0 0 0 1 3 1 1 1 1 0 1 0 0 0 0 1 1 1 0 1 0 1 1 0 2 2 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 20 3 17 -3 -6 26 16 9 -9 -11 -10 13 -5 -15 -8 -7 18 -2 -17 -1 27 -23 24 -22 -13 -4 -21 29 -27 right_child=2 4 6 12 5 7 15 8 11 10 -12 25 -14 14 -16 19 -18 -19 -20 21 23 22 -24 -25 -26 28 -28 -29 -30 -31 leaf_parent=20 18 4 26 13 5 16 15 9 11 10 10 25 12 14 14 19 16 17 18 27 24 22 22 23 24 29 26 27 28 29 leaf_value=0.0270519 0.0616157 0.070423 0.0392232 -0.0150867 0.0495225 0.028983 -0.0169313 -0.0144838 0.0434894 0.0882807 0.0127848 -0.0166863 -0.0229076 0.0271289 0.114702 -0.000294573 -0.0242577 -0.0381285 -0.0223233 0.0328487 0.0678304 0.0892976 -0.0186256 -0.022022 -0.0208955 0.013802 -0.0215605 0.100159 -0.0119601 -0.0233591 leaf_count=292 175 178 132 724 193 220 749 144 230 202 212 1401 1443 453 128 802 2524 12536 637 238 150 120 315 6851 340 2375 3181 148 1286 627 internal_value=0 0.0132508 -0.191961 -0.278268 0.0779111 0.0609889 -0.0621879 0.040344 0.0815296 0.3838 0.56402 0.0489347 -0.031497 0.150207 0.492964 0.0883413 -0.165049 -0.352301 -0.0210982 0.190297 -0.155311 0.362516 0.107167 -0.185703 0.209729 0.0266709 -0.185141 0.603996 0.0638118 0.105103 internal_count=39006 17225 21781 16096 9592 9414 5685 9221 6477 558 414 5919 2748 1305 581 2372 2744 13348 812 1623 7633 821 435 7341 490 5689 3313 386 4288 3002 Tree=361 num_leaves=31 split_feature=16 56 14 24 29 88 85 25 71 71 23 71 40 12 24 0 9 10 44 38 31 85 85 63 47 65 23 63 85 10 split_gain=27.6618 24.8265 22.8066 31.9693 18.8701 16.0085 15.255 14.8084 14.4738 16.1741 23.278 12.7893 10.6574 10.4257 9.97908 9.76315 9.71162 10.03 9.3846 8.88815 8.80956 8.52861 9.24465 7.85251 7.77295 7.41835 7.11943 7.01239 6.71788 6.43597 threshold=2 2 0 0 1 0 0 0 0 1 0 2 1 1 1 1 1 1 1 1 7 3 4 0 5 0 0 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 6 -5 7 -3 13 12 -10 -11 -12 -4 -6 28 -16 -17 -18 -19 25 -14 -22 -23 24 -24 -8 -21 -25 -15 -7 right_child=1 2 8 4 5 29 19 -9 9 10 11 -13 20 14 15 16 17 18 -20 26 21 22 23 27 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 6 12 4 13 29 25 7 9 10 11 11 20 28 15 16 17 18 18 26 21 22 24 27 24 25 26 27 28 29 leaf_value=-0.0410775 -0.0488539 -0.0263549 -0.0197251 -0.0372183 -0.0162771 -0.00550644 0.0395075 -0.0178958 0.00305031 0.00759378 0.00713719 0.0393255 0.0324869 0.0221401 0.0331847 -0.0212833 0.0382897 0.0467344 0.00985006 0.00764149 0.030718 0.03648 0.0386131 -0.00703773 -0.00849152 -0.0372469 -0.0201205 0.0150342 -0.000660782 -0.0339484 leaf_count=1211 1118 10049 537 843 557 1603 258 1265 1770 1429 437 1646 272 404 703 248 414 206 3749 529 298 191 101 711 2398 101 1264 1179 2832 683 internal_value=0 0.0441016 0.0491981 0.00465318 0.0448311 0.0560481 -0.152409 0.0801278 0.105716 0.163964 0.222724 0.33347 0.0434842 0.0967474 0.109178 0.148894 0.123156 0.139058 0.115356 -0.0194009 0.0664169 0.0470779 0.0270825 0.0091063 -0.061802 0.264611 -0.0860192 0.0857005 0.0277072 -0.113182 internal_count=39006 37795 36677 25708 13507 12664 12201 10378 10969 5282 3512 2083 5687 9113 8556 5320 4617 4369 3955 2152 5150 4878 4580 4389 2499 359 1793 1890 3236 2286 Tree=362 num_leaves=31 split_feature=59 87 14 85 59 24 24 14 66 38 33 71 47 38 24 47 66 36 47 21 85 71 33 63 54 85 40 92 14 7 split_gain=23.9394 14.9348 21.0036 14.3434 11.5866 10.9051 11.0948 9.08229 8.75451 8.72026 10.9153 8.39683 8.20585 8.59573 9.75683 7.3233 6.88525 7.17953 6.79308 6.41155 6.76792 6.48999 6.15915 6.25589 7.07637 5.89255 5.38542 5.15843 4.93923 4.86509 threshold=0 0 0 0 1 0 1 1 4 1 0 0 2 2 0 5 3 1 3 0 3 0 0 0 1 1 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 5 11 -1 29 19 -3 10 -5 -2 -11 -14 -15 -10 28 -18 -16 20 -4 25 23 24 -20 -22 -9 -19 -17 -7 right_child=4 8 7 9 -6 6 -8 26 15 12 -12 -13 13 14 18 16 17 27 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=5 11 8 20 10 4 29 6 26 15 12 10 11 13 14 18 28 17 27 24 19 25 21 22 23 24 25 26 27 28 29 leaf_value=-0.0347643 -0.0195964 -0.0111583 -0.0430186 -0.0126018 -0.0387951 -0.0154132 0.00744261 0.0360431 0.0347358 -0.0298387 0.0458866 0.00714682 0.0570085 -0.030791 -0.0304962 -0.0308162 -0.00612118 -0.0170856 0.0421032 -0.0246028 0.0172437 0.0297545 -0.0222013 0.0223058 -0.00229486 -0.0149439 0.0123888 0.0138109 0.00362719 -0.0501818 leaf_count=6190 3433 662 104 211 4750 1091 1285 339 448 518 238 1584 122 633 331 310 832 218 127 657 283 373 381 544 1468 841 2631 7278 386 738 internal_value=0 0.0487361 0.00145212 -0.0679105 -0.154992 -0.186299 -0.083925 0.0948491 0.098872 -0.0027897 0.236291 -0.0766556 -0.0331783 -0.00412291 -0.0197204 0.112476 0.10162 0.114941 0.0165131 -0.0206126 0.0417234 0.081846 0.0419716 0.0723073 0.0121507 -0.0094868 0.151779 0.130838 -0.0866613 -0.257386 internal_count=39006 29239 19105 13877 9767 9304 3114 5228 10134 4573 449 5017 4124 3606 3484 9472 9024 8328 2851 2258 1601 1497 2520 2139 1595 1124 2970 7496 696 1829 Tree=363 num_leaves=31 split_feature=31 41 61 24 31 59 41 85 47 59 87 14 39 88 25 38 75 66 48 48 87 24 21 32 73 91 34 63 35 47 split_gain=26.6722 18.3652 17.3686 12.6197 14.9283 10.3401 10.2651 12.4064 9.78738 8.21348 7.47449 7.63771 9.67624 8.62763 6.54426 6.10719 5.92464 5.67071 5.64346 5.63899 5.62799 5.18422 4.79739 4.65773 4.4294 4.97254 4.23674 5.06906 4.15719 4.05966 threshold=0 0 0 0 1 0 1 0 4 2 0 0 0 1 1 1 0 1 1 1 0 1 0 0 1 0 0 1 0 5 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 10 -2 8 -6 9 16 -5 -3 11 12 13 -1 -7 -12 23 -9 -19 -17 -4 -10 24 -8 -13 -26 27 -20 -29 -21 right_child=3 6 20 4 5 14 7 17 21 -11 15 22 -14 -15 -16 19 -18 18 26 29 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=13 3 9 20 8 5 14 23 17 21 9 15 24 12 13 14 19 16 18 27 29 20 21 22 23 25 25 26 28 28 29 leaf_value=0.0437867 -0.0470459 0.0553678 -0.0294769 0.0831115 -0.0455806 0.0592782 -0.0061759 0.082801 -0.0235482 -0.000411934 -0.0394795 0.0728078 -0.000833183 -0.0400698 -0.0157356 -0.0453374 -0.0531941 -0.025421 0.0992046 -0.0358595 -0.00914963 0.0120478 -0.0386922 0.0335063 0.00321546 0.0587003 0.00447039 0.0520794 -0.00616586 0.0140077 leaf_count=332 5581 139 5174 140 3677 194 1392 169 991 3953 183 105 2028 3186 966 178 407 122 125 178 2283 1027 224 515 1459 162 194 303 107 3512 internal_value=0 -0.00485385 -0.0618848 -0.240974 -0.148168 -0.320253 0.124807 0.267874 0.0574425 0.0302345 0.0073047 -0.0740886 -0.16195 -0.335323 0.0118608 0.085855 0.0426265 0.450296 0.360302 0.107212 -0.207419 -0.00836641 0.0773153 0.118947 0.126329 0.0877303 0.428468 0.519502 0.410064 0.124872 internal_count=39006 26430 19004 12576 6995 4837 7426 3334 2158 4092 11547 7496 5546 3518 1160 4051 2314 1020 851 3868 7457 2018 1950 1907 1726 1621 729 535 410 3690 Tree=364 num_leaves=31 split_feature=33 33 65 85 74 15 34 59 32 33 33 47 32 61 14 47 63 56 41 53 23 24 7 61 15 90 23 47 85 7 split_gain=109.531 44.3734 14.3393 10.4942 6.43041 4.99408 3.52745 3.40447 3.32178 2.66719 2.66582 1.66236 1.61392 1.60743 1.43676 1.54781 1.23875 1.21764 0.77532 0.651291 0.667141 0.637587 0.629215 0.497669 0.339243 0.306 0.384094 0.195354 0.269169 0.1878 threshold=0 1 0 0 0 0 0 0 0 2 3 0 0 0 1 0 4 1 0 0 0 0 2 0 1 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=16 14 3 4 6 13 9 8 23 -3 -11 -10 -6 -5 15 -2 -1 -12 25 20 21 -16 -7 -4 -24 -19 29 -22 -29 -27 right_child=1 2 7 5 12 22 -8 -9 11 10 17 -13 -14 -15 19 -17 -18 18 -20 -21 27 -23 24 -25 -26 26 -28 28 -30 -31 leaf_parent=16 15 9 23 13 12 22 6 7 11 10 17 11 12 13 21 15 16 25 18 19 27 21 24 23 24 29 26 28 28 29 leaf_value=-0.0151183 -0.0435388 0.00876352 -0.0216326 0.0337607 -0.0267248 -0.0555191 -0.00334243 -0.053557 0.0368427 0.0144105 0.0247179 -0.0081123 0.0174893 -0.0067549 -0.0120892 0.00339089 -0.0487278 0.0434012 0.0343191 -0.0492231 -0.0512742 -0.0421674 -0.0128911 -0.0525192 -0.0372626 0.0499268 0.0558853 -0.0309491 -0.0507895 0.0379072 leaf_count=370 321 301 110 147 186 116 195 471 141 104 102 171 107 115 158 400 28758 214 132 2889 513 406 133 165 191 262 690 606 404 128 internal_value=0 0.0774073 0.218306 0.284359 0.350636 -0.0610276 0.390492 -0.189185 -0.0569216 0.414182 0.438735 0.141004 -0.0688386 0.17383 -0.37284 -0.168988 -0.481934 0.467978 0.487571 -0.415116 -0.353951 -0.236691 -0.349132 -0.369009 -0.257008 0.508343 0.526558 -0.427837 -0.379129 0.461039 internal_count=39006 9878 4181 3123 2421 702 2128 1058 587 1933 1632 312 293 262 5697 721 29128 1528 1426 4976 2087 564 440 275 324 1294 1080 1523 1010 390 Tree=365 num_leaves=31 split_feature=59 10 10 10 10 85 41 59 10 39 32 21 24 41 10 73 75 75 41 74 75 47 10 15 23 69 72 15 14 57 split_gain=57.4883 44.0279 31.9028 30.0651 27.9847 27.8463 22.6234 14.178 13.1746 12.7411 12.6835 11.5745 11.1437 14.4078 8.86346 8.59266 7.62904 8.91573 6.8126 6.6905 7.75891 6.63487 6.4021 6.1343 6.08181 5.90573 5.56936 6.12634 5.54272 5.53571 threshold=0 0 1 2 3 0 0 12 4 0 0 0 0 0 5 1 0 1 0 0 0 2 0 1 0 0 2 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 6 21 15 -5 7 9 -2 -6 19 23 -7 16 -14 24 -4 -9 -18 25 29 -21 -3 -20 28 -10 -13 -25 -28 -8 -1 right_child=5 2 3 4 8 11 10 12 14 -11 -12 18 13 -15 -16 -17 17 -19 22 20 -22 -23 -24 26 -26 -27 27 -29 -30 -31 leaf_parent=29 7 21 15 4 8 11 28 16 24 9 10 25 13 13 14 15 17 17 22 20 20 21 22 26 24 25 27 27 28 29 leaf_value=0.0207222 0.0563996 0.0204287 0.0348593 -0.0400631 -0.00457007 -0.0152836 0.0380708 0.0344371 0.0393707 -0.0402915 -0.0206553 0.02211 -0.0180269 0.0204971 0.0498581 -0.0381173 0.0332403 -0.00390106 0.00742884 0.0162314 -0.0370628 -0.0226565 0.0389053 -0.0505828 -0.0269572 -0.0241682 0.0153077 -0.0106698 -0.0136789 -0.0250166 leaf_count=252 601 369 102 279 210 1617 337 2968 168 9708 2066 228 801 1091 2408 611 552 593 558 1374 764 2218 319 113 104 449 978 730 141 6297 internal_value=0 -0.0559626 0.114134 0.23185 0.323161 0.16434 -0.151812 0.243877 0.390403 -0.252834 -0.022154 -0.0015812 0.212825 0.0871174 0.447822 -0.249462 0.281005 0.138183 0.110338 -0.165387 0.0244858 -0.164324 0.199225 0.0687813 0.0722241 -0.084701 0.00743741 0.0355137 0.266182 -0.222832 internal_count=39006 29229 6469 3882 3169 9777 22760 6606 2890 18395 4365 3171 6005 1892 2680 713 4113 1145 1554 8687 2138 2587 877 2299 272 677 1821 1708 478 6549 Tree=366 num_leaves=31 split_feature=38 31 31 39 35 89 75 86 91 86 23 63 53 8 55 41 38 36 85 85 6 7 31 63 38 87 10 36 59 66 split_gain=25.1039 18.6355 15.2294 11.0044 11.7217 10.0372 11.7255 10.4076 8.44245 7.74236 7.25304 7.84038 6.33488 6.28508 7.38436 7.32182 5.92978 5.71257 5.57688 9.79731 7.73402 5.40543 5.30766 5.16831 4.81183 4.7815 4.69008 4.68937 5.16878 4.61043 threshold=5 0 1 0 0 1 2 1 1 3 1 1 0 1 1 0 1 2 1 0 1 0 2 1 1 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 16 4 8 -4 22 24 -2 -9 -10 12 -12 27 15 -15 21 -5 -19 -20 -21 26 -7 -16 -8 -26 -3 -11 -29 -22 right_child=1 2 5 17 -6 6 7 9 10 13 11 -13 -14 14 23 -17 -18 18 19 20 29 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=0 8 26 5 17 4 22 24 9 10 27 12 11 12 15 23 15 16 18 19 20 29 21 22 23 25 25 26 28 28 29 leaf_value=0.0717937 -0.037254 0.0770511 0.0355608 0.0257563 -0.0285415 -0.00137086 -0.0187969 0.0433664 -0.0176554 -0.0212524 0.0484588 0.00184608 -0.00293251 0.0289664 0.008041 -0.0293611 -0.018994 -0.0380887 -0.0299005 0.0781751 0.00593384 -0.0282565 0.0535437 -0.0196672 0.0465876 0.00790779 -0.00470475 0.0565213 -0.00620145 -0.0218176 leaf_count=126 1378 153 610 314 2862 163 140 151 1814 121 586 5217 524 362 633 166 4309 3577 6063 105 1793 167 335 3877 524 301 129 215 160 2131 internal_value=0 -0.0560199 0.0281725 -0.124577 -0.0556969 0.0891694 0.0539687 0.0174363 -0.00502348 -0.0350963 0.0228215 0.0702589 0.314598 -0.058828 -0.0944563 0.137121 -0.144128 -0.214354 -0.230022 -0.180586 -0.0336869 0.197513 0.3935 -0.149033 0.249565 0.319389 0.448857 0.207472 0.350306 -0.0714175 internal_count=39006 38880 12516 26364 12381 7758 7148 6650 9519 5685 8141 6327 1110 5534 5038 528 4758 13983 13669 10092 4029 449 498 4510 965 825 282 496 375 3924 Tree=367 num_leaves=31 split_feature=89 89 89 89 23 23 47 87 36 29 23 89 4 29 29 59 70 85 7 34 40 24 71 24 1 59 36 87 70 87 split_gain=40.4531 37.2162 36.8051 36.4738 35.5499 27.6714 30.92 19.7538 18.7545 19.4009 17.3999 14.3463 13.6673 13.145 12.688 10.8837 10.7926 10.6291 10.3502 9.96777 9.19417 9.04556 8.9173 8.82446 7.80906 7.38759 7.29325 6.55227 8.69302 6.44522 threshold=6 5 7 4 0 1 0 0 1 2 2 2 1 1 1 12 2 0 1 0 2 0 0 1 1 0 2 0 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 7 13 10 11 18 -10 -7 -5 23 -6 -14 -12 -13 22 -8 24 -15 25 26 -11 -16 -21 -18 28 -22 -26 right_child=1 2 3 4 5 6 8 -9 9 12 15 16 14 20 19 -17 17 -19 -20 21 27 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 11 13 10 18 7 9 23 15 16 14 20 24 15 26 17 18 25 28 21 22 23 29 25 26 27 28 29 leaf_value=0.0769102 0.0802499 0.0911936 0.0582702 0.0519632 0.0192817 0.00122049 0.0366636 -0.0385146 0.0593063 0.0654099 -0.0546788 0.0458856 0.0130836 0.0332353 0.0145095 0.0318508 0.0449542 -0.0306482 0.00608075 0.0337759 0.0436386 -0.0183897 -0.0287774 0.00508049 -0.0153362 -0.00466541 -0.00374378 -0.036165 -0.0172012 -0.0349711 leaf_count=192 159 108 283 137 411 2147 617 4699 129 128 178 143 674 180 281 3204 161 3388 1167 407 109 741 1501 285 4115 608 3811 2441 4225 2377 internal_value=0 0.0130654 0.00442388 -0.00309162 -0.0147254 0.0322642 0.0758762 -0.158891 0.00613574 -0.0441641 0.218373 -0.0912106 -0.062846 -0.128051 -0.0870794 0.300922 -0.114863 -0.134541 0.184622 -0.126356 -0.176451 0.0231399 -0.0676567 0.293367 -0.17944 0.155884 -0.00677471 -0.201021 -0.14288 -0.205399 internal_count=39006 38814 38655 38547 38264 24424 17058 13840 11529 9745 5529 9141 9616 7366 9203 3382 9004 8861 1784 8529 6955 1756 5473 413 6773 1015 3972 6775 4334 6492 Tree=368 num_leaves=31 split_feature=52 35 0 14 61 35 35 61 67 39 63 47 85 67 16 59 16 15 74 16 16 14 67 23 41 36 35 35 69 61 split_gain=41.6815 40.6187 30.5073 20.5872 14.9325 13.3975 12.0318 11.0316 9.63366 9.55216 8.93474 12.5443 8.85069 7.94118 7.53745 7.08058 7.46828 6.37466 6.18463 5.90408 5.7813 5.17593 5.72215 4.95776 6.00716 4.8864 5.22814 5.95696 5.45403 4.99718 threshold=5 0 3 0 0 1 2 1 2 0 0 0 0 1 1 1 1 1 0 3 2 1 1 0 0 2 3 4 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 12 4 9 19 -7 -6 -5 10 11 -4 -2 -8 -13 18 -17 -16 23 -3 -18 22 -10 -9 -25 -15 29 28 -28 -27 right_child=1 5 3 8 7 6 13 15 21 -11 -12 14 -14 25 17 16 20 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_parent=0 12 19 11 8 7 6 13 23 22 9 10 14 12 25 17 16 20 17 18 19 20 21 22 24 24 29 28 27 28 29 leaf_value=0.106163 -0.0215167 0.050099 -0.0244094 0.0615696 -0.0162968 0.00154278 -0.00515953 -0.00374704 0.0257175 -0.0384995 -0.0352243 0.0718406 0.0613881 -0.0125629 0.0529062 0.0338702 0.0440258 -0.00181576 -0.00698854 -0.00587887 -0.00580744 -0.0416604 -0.0269121 0.0322423 0.092421 -0.0229437 0.0278921 0.0396447 -0.020366 0.0212545 leaf_count=112 106 100 3139 112 3788 2285 294 159 219 4780 2285 226 298 127 286 304 104 1700 162 4995 2455 5161 3447 173 114 131 238 1065 133 508 internal_value=0 -0.0241289 -0.118211 -0.143284 -0.0815206 0.0880529 0.147968 0.00538114 -0.309401 -0.198994 -0.116424 -0.0284634 0.463105 0.224005 0.156971 0.0833203 0.0263289 0.0773762 0.299502 -0.0393297 -0.0262395 -0.328549 -0.21823 0.439145 0.5587 0.261986 0.280893 0.334418 0.130732 0.127254 internal_count=39006 38894 29018 28614 19675 9876 4781 7259 8939 12416 7636 5351 404 2496 2212 3471 2863 1986 608 5095 2559 8827 3666 446 287 2202 2075 1436 371 639 Tree=369 num_leaves=31 split_feature=16 14 75 66 76 9 16 90 24 65 36 54 74 6 70 33 58 41 56 47 87 79 54 79 28 61 17 74 7 7 split_gain=23.8939 23.3265 18.9103 14.4418 11.9924 11.1775 12.4959 11.7781 8.36385 7.77968 7.64508 7.33931 7.20332 7.12111 5.48607 6.22381 5.05475 4.93228 4.91086 4.77939 4.65019 4.65693 4.85509 4.2862 4.23353 4.03502 3.96836 3.87785 5.80359 3.67186 threshold=5 0 0 0 4 1 4 1 0 3 1 1 0 2 1 1 2 0 1 0 0 0 2 0 1 0 0 1 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 -3 9 -5 17 -7 11 14 -2 19 -8 -4 -11 -9 -16 -12 23 -18 -10 21 22 -15 -6 -24 26 -20 -14 -29 -27 right_child=1 2 12 4 5 6 7 8 10 13 16 -13 27 20 15 -17 18 -19 25 -21 -22 -23 24 -25 -26 29 -28 28 -30 -31 leaf_parent=0 9 2 12 4 23 6 11 14 19 13 16 11 27 22 15 15 18 17 26 19 20 21 24 23 24 29 26 28 28 29 leaf_value=0.0775541 0.0495404 -0.0391271 -0.0143784 0.105832 0.0514935 0.0571119 0.0711015 0.0215735 -0.0272132 0.0574071 0.042594 0.0119509 0.00785978 0.0435858 0.0187187 -0.00856831 0.0132024 -0.00287324 -0.0435157 0.020322 -0.0392374 -0.0421761 0.0260672 -0.00759894 -0.0182941 0.027112 -0.00435987 0.119859 0.0216992 -0.0215414 leaf_count=163 268 9627 1222 103 564 199 192 640 295 100 158 765 302 129 791 4558 462 525 3380 709 3093 2344 310 233 4537 177 459 104 111 2486 internal_value=0 -0.0921514 -0.285565 -0.0437279 0.00727101 -0.000511955 -0.0270929 -0.0427676 -0.0720011 -0.185892 -0.167006 0.267483 0.0731602 -0.207605 0.00217864 -0.0363683 -0.228347 0.288452 -0.246996 0.0725083 -0.225479 -0.16956 -0.120084 0.415303 -0.148074 -0.279165 -0.375466 0.365689 0.645155 -0.166308 internal_count=39006 38843 11366 27477 16696 16593 15271 15072 14115 10781 8126 957 1739 10513 5989 5349 7122 1322 6964 1004 10413 7320 4976 797 4847 6502 3839 517 215 2663 Tree=370 num_leaves=31 split_feature=39 87 65 67 35 74 31 14 76 67 41 63 85 66 87 39 17 33 63 7 31 29 87 71 47 33 63 15 47 25 split_gain=27.2938 26.0397 21.9291 14.9514 14.3712 12.7805 12.698 11.8993 10.6095 12.6224 10.2293 9.44435 9.21379 9.12248 8.67293 8.09124 9.80125 9.28125 7.98508 7.61085 7.43577 6.74108 6.62711 6.5414 8.03419 6.50731 6.20043 5.91214 5.86463 5.78559 threshold=0 0 0 3 0 0 0 0 4 1 0 0 0 1 0 1 0 0 1 0 1 1 1 0 0 0 2 0 3 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 4 -2 5 10 8 12 -5 -10 13 19 -8 -1 20 16 -11 21 -13 29 -9 -17 26 24 -15 -16 -20 -19 -23 -3 right_child=3 11 -4 6 -6 -7 7 14 9 15 -12 18 -14 23 25 17 -18 27 22 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=13 3 29 2 8 4 5 12 20 9 16 10 18 12 24 25 21 16 27 26 19 20 28 22 23 24 25 26 27 28 29 leaf_value=0.0271709 -0.0601477 0.00388282 -0.0349633 0.0649657 -0.030294 -0.0254802 -0.0316929 0.013283 -0.0131692 0.00748871 -0.0239191 -0.00488118 -0.00372392 -0.019634 0.0118034 -0.0238607 -0.0175929 0.00757508 -0.0287541 -0.0357919 -0.0213705 0.0315318 0.0312505 0.0141578 0.00453473 0.0465495 0.0145923 0.0304488 0.0104531 -0.0435277 leaf_count=859 163 1240 4482 101 2674 1980 1474 362 803 3361 1478 829 1391 1953 543 134 1067 443 202 513 452 397 762 859 1514 184 839 1231 6328 388 internal_value=0 -0.0404577 -0.11549 0.0740114 -0.0658248 -0.0268672 0.0776855 -0.0197761 0.0994299 0.0954939 0.0150952 0.0685444 -0.122017 0.050743 0.08671 0.106916 0.0395893 0.132866 0.134743 -0.041362 -0.0500686 0.108355 0.188441 0.00902973 -0.0502472 0.20515 0.103215 0.24614 0.115425 0.00791039 internal_count=39006 20572 15799 18434 11317 8643 18271 4406 13865 13764 6663 4773 2865 5185 1541 12961 4428 8533 2632 2141 814 6859 1803 4326 3467 727 1041 1674 6725 1628 Tree=371 num_leaves=31 split_feature=91 39 17 63 84 63 66 39 39 63 14 39 91 23 65 23 63 13 85 15 33 70 14 14 28 39 36 29 88 14 split_gain=26.0112 18.7413 22.0635 16.9528 14.3924 10.7168 10.0871 9.45501 13.8818 9.38812 9.11179 8.73052 9.38492 8.34372 7.70476 7.68283 7.45656 6.81048 6.69333 10.1396 10.6562 6.60179 6.16015 6.11181 6.59621 6.94654 6.43006 7.02511 6.03715 5.74833 threshold=0 0 0 0 0 1 0 1 2 2 0 0 1 0 0 1 3 0 0 0 0 1 3 4 1 3 2 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 6 11 10 17 14 22 -7 -5 -2 21 -11 -3 -15 -17 -1 -8 -20 -21 -13 -9 -10 25 -25 -26 -28 -29 -4 right_child=4 7 29 5 -6 9 18 8 23 13 -12 12 -14 15 -16 16 -18 -19 19 20 -22 -23 -24 24 26 -27 27 28 -30 -31 leaf_parent=17 11 14 29 10 4 9 18 22 23 13 10 21 12 15 14 16 16 17 19 20 20 21 22 25 26 25 27 28 28 29 leaf_value=-0.00854775 -0.0405133 0.00620382 -0.0354351 -0.0233308 0.00840584 -0.0113197 -0.0354168 0.041857 0.0508352 -0.0103608 0.0139142 0.0421403 -0.0367581 0.00230142 -0.0132879 -0.00758319 0.0328282 0.0146565 -0.0230774 -0.0154118 0.0655988 -0.00931324 -0.000642184 -0.0120867 0.0529963 0.0473165 0.0568901 0.0502191 0.0115165 -0.00859022 leaf_count=2666 3641 3972 3594 1393 1433 641 2864 109 148 230 398 180 1305 390 1642 219 1196 807 815 241 126 1950 2795 100 132 320 114 151 4674 760 internal_value=0 0.0486077 -0.0206846 0.0188486 -0.139749 0.101108 -0.0824259 0.0930668 0.128167 0.155815 -0.0733438 -0.216891 -0.142079 0.19664 0.0203779 0.234082 0.289242 0.00753959 -0.205358 -0.0886558 0.241634 -0.0482662 0.0139731 0.176811 0.166292 0.373459 0.147547 0.136753 0.126022 -0.255406 internal_count=39006 30497 16340 11986 8509 4467 7519 14157 8543 2676 1791 7076 3435 2035 5614 1805 1415 3473 4046 1182 367 2130 2904 5639 5491 420 5071 4939 4825 4354 Tree=372 num_leaves=31 split_feature=31 87 41 24 24 24 31 14 14 39 53 24 66 84 41 65 66 84 84 39 23 87 10 59 23 25 74 88 74 61 split_gain=24.6127 14.8135 13.5077 12.5974 9.60425 8.78658 11.0567 8.15259 10.2599 11.1549 10.3951 7.7549 7.49942 7.19777 8.71669 7.14339 9.26917 9.14492 7.97573 6.45826 6.2286 6.69698 6.45489 5.74143 5.18726 4.95907 4.92402 4.56877 4.4335 4.96431 threshold=0 0 0 6 3 0 1 1 0 0 0 1 0 0 0 0 1 0 1 0 2 1 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 4 -2 27 -5 11 -3 10 24 20 -7 -6 -11 -15 16 26 -17 -19 -12 21 -9 25 -8 -10 -22 -4 -1 29 -25 right_child=3 7 15 5 12 6 23 8 9 13 19 -13 -14 14 -16 17 -18 18 -20 -21 22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_parent=27 3 7 26 5 12 11 23 21 24 13 19 11 12 14 14 17 16 18 18 19 25 21 22 29 24 25 26 27 28 29 leaf_value=0.0237045 0.0700375 -0.0125126 0.0396676 -0.0456379 -0.0112968 -0.0275171 -0.0438153 -0.00952948 0.0710715 -0.0107731 -0.0445977 0.0155832 -0.0314887 0.0029637 0.0594763 -0.0309813 0.0086328 -0.0273132 0.0706756 -0.0044057 0.00672124 0.0569305 -0.0316414 0.0447952 0.0219182 0.038567 0.117752 -0.041503 -0.0469632 -0.0230298 leaf_count=629 125 1474 446 5628 5664 1030 3645 184 228 614 697 1053 6257 452 217 1701 2386 200 127 1225 2499 353 343 276 303 165 105 120 431 429 internal_value=0 -0.00853878 -0.0856437 -0.23814 -0.152726 -0.261454 -0.181216 0.0692651 0.103387 0.265701 0.0429306 0.000963824 -0.188817 0.124263 0.289245 0.0767143 0.173017 -0.127849 0.305156 -0.143779 0.116014 0.383271 0.0734462 -0.333717 0.543651 0.108504 0.606712 0.150499 -0.0799454 0.100186 internal_count=39006 26389 17635 12617 12670 12492 6864 8754 7280 1814 5466 2083 11921 1283 669 4965 2937 2028 327 1922 3544 537 3007 4781 531 2664 551 749 1136 705 Tree=373 num_leaves=31 split_feature=33 33 43 42 33 33 33 33 32 13 24 14 61 10 41 23 31 39 35 53 23 24 24 15 7 47 85 21 39 53 split_gain=96.5584 36.2358 12.7819 11.3811 8.51766 6.08717 7.0273 5.73433 2.44695 2.71897 1.89248 1.83299 1.79783 1.7119 1.43934 2.06402 1.2936 0.866872 0.656239 0.654044 0.720196 0.63009 0.368715 0.588747 0.512174 0.194568 0.267458 0.182814 0.14767 0.223283 threshold=0 1 0 1 2 4 3 5 0 0 0 1 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=16 11 3 17 14 -6 10 -8 18 -10 -7 12 -2 22 15 -5 -1 -3 27 20 21 -13 23 -9 -25 -22 -27 -4 29 -18 right_child=1 2 8 4 5 6 7 13 9 -11 -12 19 -14 -15 -16 -17 28 -19 -20 -21 25 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=16 12 17 27 15 5 10 7 23 9 9 10 21 12 13 14 15 29 17 18 19 25 21 22 24 24 26 26 27 28 29 leaf_value=-0.0200757 0.00842689 -0.044491 -0.0221747 0.0249009 -0.00528093 0.0218991 -0.00120373 0.0532183 0.0259192 -0.0283292 -0.0188426 -0.0107181 -0.0426986 0.0235476 -0.0431479 -0.0245973 -0.045517 -0.0129827 -0.0600532 -0.0490454 -0.0512422 -0.0414803 0.060581 0.0492304 0.02983 -0.0307493 -0.0507737 -0.0404585 -0.050354 -0.0508202 leaf_count=522 343 124 131 132 134 108 116 960 200 295 134 156 387 110 291 409 8262 152 213 2891 519 395 152 163 114 623 410 233 13870 6457 internal_value=0 0.0563866 0.185179 0.247869 0.294633 0.345097 0.386961 0.445322 -0.209953 -0.0334016 0.0227801 -0.36007 -0.129157 0.48932 -0.116804 -0.0147492 -0.480155 -0.298609 -0.406108 -0.409813 -0.348039 -0.222795 0.515262 0.497997 0.411056 -0.425387 -0.376747 -0.305264 -0.487105 -0.473282 internal_count=39006 9895 4171 3099 2823 1991 1857 1615 1072 495 242 5724 730 1499 832 541 29111 276 577 4994 2103 551 1389 1237 277 1552 1033 364 28589 14719 Tree=374 num_leaves=31 split_feature=59 10 10 85 10 10 41 10 59 39 66 61 21 10 84 12 59 2 59 7 23 41 43 85 91 53 30 13 31 56 split_gain=51.4217 36.9419 31.528 26.0743 25.7516 21.3439 20.8278 13.3691 13.2096 12.5764 11.8144 10.0486 9.55228 8.78861 8.24195 7.33475 7.29311 14.7626 9.26149 7.22728 6.81977 6.45534 6.1912 6.16476 6.11205 7.06471 5.91437 5.69836 5.58564 5.49979 threshold=0 0 1 0 2 3 0 4 12 0 0 0 0 5 0 1 1 0 2 0 0 0 0 0 0 1 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 6 -3 8 15 -6 9 -7 -2 26 23 -12 27 20 16 -4 17 -10 -18 -19 -9 22 -14 -8 -13 -26 -1 -5 -11 -28 right_child=3 2 4 12 5 7 10 13 14 28 11 24 21 -15 -16 -17 18 19 -20 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31 leaf_parent=26 8 2 15 27 5 7 23 20 17 28 11 24 22 13 14 15 18 19 18 19 20 21 22 23 25 25 29 27 28 29 leaf_value=0.0524972 0.0560259 -0.0166972 0.0310154 -0.000851795 -0.0329425 -0.00609416 -0.00627812 0.0401861 -0.00294356 -0.0450294 0.0218639 -0.0215891 0.0166265 0.0484524 0.00445623 -0.0360974 0.0115893 0.0435094 0.0394112 -0.00455328 -0.0307325 0.0186043 -0.0295629 -0.0383116 0.0546813 -0.00337999 0.01457 -0.0288238 -0.0126758 -0.0194341 leaf_count=120 590 2654 104 727 281 216 811 169 1319 8082 1184 883 299 2399 1007 584 625 1023 1860 173 101 893 358 866 136 472 549 897 1628 7996 internal_value=0 -0.0499776 0.107491 0.160057 0.227983 0.312874 -0.138586 0.372332 0.238645 -0.237086 -0.0137801 0.0754436 0.000735867 0.432653 0.209193 -0.2299 0.248379 0.148065 0.31883 0.343415 0.0553208 0.102449 -0.0934442 -0.190963 -0.0657414 0.0969057 -0.14953 -0.135786 -0.388778 -0.164135 internal_count=39006 29235 6508 9771 3854 3166 22727 2885 6597 18375 4352 2675 3174 2669 6007 688 5000 2515 2485 1196 270 1550 657 1677 1491 608 8665 1624 9710 8545 Tree=375 num_leaves=31 split_feature=38 49 49 44 42 44 91 31 38 49 80 22 32 42 23 42 38 59 38 90 31 61 8 43 49 42 33 49 61 47 split_gain=20.5646 20.4269 18.6579 17.2623 16.2013 15.2473 14.7006 10.5048 10.07 8.55166 9.25677 10.1498 8.20485 8.87937 8.00391 6.26847 6.55642 7.45759 6.97694 7.34977 6.1746 6.05111 5.40327 5.15402 5.1278 4.98935 4.86735 4.83812 5.77352 4.5321 threshold=5 4 5 1 5 3 0 5 4 3 1 3 0 3 0 2 1 1 2 2 1 0 2 0 2 2 0 1 0 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 23 -3 29 -5 -6 7 -7 -9 -10 14 -12 13 -13 -11 -15 17 -17 -18 -20 -19 22 -21 -2 -14 -8 -16 28 -26 -4 right_child=1 2 3 4 5 6 25 8 9 10 11 12 24 15 26 16 18 20 19 21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_parent=0 23 2 29 4 5 7 25 8 9 14 11 13 24 15 26 17 18 20 19 22 20 21 22 23 28 25 26 27 28 29 leaf_value=0.0638365 0.0810638 0.0577793 -0.0315644 0.0686824 0.0692962 0.0301117 0.0233421 0.0470251 0.0264222 0.0610713 0.0657547 0.0513783 0.0157671 0.0235467 -0.016437 -0.0470358 0.020802 0.0771267 0.0522294 0.0341255 0.0107735 -0.0276552 -0.0127499 0.0217756 0.0233284 -0.0311158 0.0340309 -0.0283512 -0.0294311 0.0214715 leaf_count=129 107 140 132 155 117 365 226 113 284 236 133 197 186 490 422 160 394 172 119 234 891 4341 10850 112 274 7942 201 8060 357 1467 internal_value=0 -0.0477191 -0.0586759 -0.0680182 -0.090588 -0.097942 -0.104809 -0.0756917 -0.0873164 -0.0950797 -0.105453 -0.120438 -0.126604 -0.0865121 0.17155 -0.0964569 -0.109364 0.108302 -0.130752 -0.146812 0.210583 -0.155783 -0.11431 0.535463 -0.224103 -0.286214 0.0123049 -0.246063 -0.0226846 0.179306 internal_count=39006 38877 38658 38518 36919 36764 36647 28479 28114 28001 27717 26858 26725 17848 859 17651 17161 1223 15938 15544 1063 15425 11084 219 8877 8168 623 8691 631 1599 Tree=376 num_leaves=31 split_feature=67 1 1 1 85 24 4 68 83 77 67 36 71 11 68 47 36 78 43 85 74 58 17 77 35 85 14 65 65 74 split_gain=35.7597 36.5259 36.7473 32.6242 31.7742 25.5376 22.4815 17.2334 17.3749 15.4026 14.8959 14.8755 14.6159 14.7741 12.5889 11.1534 10.7595 10.7235 10.6474 12.9817 10.2978 9.48613 9.4261 8.65948 8.63493 8.41944 7.87925 7.42921 9.87652 7.58913 threshold=6 3 2 4 0 0 1 4 1 1 5 1 0 2 2 0 2 2 0 1 0 1 0 1 0 2 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 6 20 -5 -8 -9 15 -10 21 13 -13 -15 -7 -16 24 -11 -20 22 -12 -6 -23 -18 -21 -14 29 -29 -19 right_child=1 2 3 4 5 9 7 8 10 18 11 12 26 14 16 -17 17 27 19 25 -22 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=0 1 2 3 6 22 15 7 8 10 18 21 13 26 14 16 15 24 29 19 25 20 23 22 23 24 25 26 28 28 29 leaf_value=0.10826 0.0587634 0.0415911 0.0659797 0.0347567 -0.0204639 0.0475282 0.0600307 0.047707 0.0691795 -0.034381 -0.0338854 0.0660957 -0.0104395 0.0355538 0.0278978 -0.012455 0.049235 -0.0174055 0.0146523 1.98591e-05 0.0194273 0.0486511 0.0154277 0.0118712 -0.0236786 -0.0415571 -0.0350304 -0.0103962 0.0178786 -0.000228479 leaf_count=104 359 749 205 898 1961 159 143 355 100 9152 150 171 2352 295 466 356 207 7242 892 602 790 210 585 1848 132 1083 2629 1776 1226 1809 internal_value=0 0.0115815 -8.89436e-05 -0.0166768 -0.0260942 -0.138699 0.0297737 0.00881822 -0.000381461 -0.226165 -0.0120508 -0.0190031 -0.0496575 -0.0085028 -0.0197755 0.0909645 -0.0371974 -0.0556931 -0.269713 -0.123183 0.035623 0.141982 -0.0803684 0.182898 0.296051 -0.269329 -0.18991 -0.0732322 0.02922 -0.11703 internal_count=39006 38902 38543 37794 37589 15580 22009 21111 20968 12244 20613 20513 18305 13324 13153 515 12858 12392 11729 2577 3336 2208 2546 2058 339 1685 4981 12053 3002 9051 Tree=377 num_leaves=31 split_feature=66 40 66 63 35 66 63 33 61 47 34 29 85 33 40 47 10 61 11 63 63 66 31 32 31 23 40 65 82 31 split_gain=40.4359 25.7746 22.4002 19.4043 17.3656 14.6301 14.0842 11.9967 11.8986 9.69933 8.40696 8.39346 7.83632 8.04921 7.82426 6.26191 5.92751 6.18429 5.92197 7.06231 8.06907 5.44573 5.56751 7.53165 5.35367 5.32626 5.08812 5.45622 5.73939 5.05336 threshold=0 2 1 0 0 2 1 0 0 3 0 1 1 1 1 0 0 0 1 1 2 3 0 0 2 2 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=8 -2 24 5 6 11 25 10 -1 -10 15 -4 13 -9 -11 -7 17 -12 -6 -20 -21 -14 -23 -24 -3 -5 -17 28 -28 -13 right_child=1 2 3 4 18 7 -8 12 9 14 16 29 21 -15 -16 26 -18 -19 19 20 -22 22 23 -25 -26 -27 27 -29 -30 -31 leaf_parent=8 1 24 11 25 18 15 6 13 9 14 17 29 21 13 14 26 16 17 19 20 20 22 23 23 24 25 28 27 28 29 leaf_value=-0.036143 0.0360563 0.0225528 0.0475988 0.0302083 0.0272169 0.00564043 -0.0433886 0.0172973 0.0505465 0.0125593 -0.0362614 -0.0213497 -0.0197798 -0.0499686 -0.0215993 0.049343 -0.0414563 0.0304287 0.0118357 0.00896994 -0.0264744 0.0311232 -0.0252924 0.0345124 -0.0232283 -0.0126598 0.0763991 0.00665213 0.0289399 0.00876403 leaf_count=9332 963 319 182 295 367 661 2933 153 135 822 252 2084 363 247 4769 495 329 256 1179 568 952 528 364 156 5721 1465 112 487 1947 570 internal_value=0 0.0383751 0.0122192 0.0491532 -0.0616243 0.121741 -0.239997 0.172479 -0.218421 -0.109936 0.237296 -0.0760439 0.0129551 -0.264245 -0.146076 0.274609 -0.0357984 0.122002 0.0402891 -0.0017202 -0.115992 0.0972863 0.169087 -0.0203805 -0.202173 -0.0308659 0.314145 0.267962 0.323394 -0.127128 internal_count=39006 23948 22985 16945 7759 9186 4693 6350 15058 5726 4539 2836 1811 400 5591 3702 837 508 3066 2699 1520 1411 1048 520 6040 1760 3041 2546 2059 2654 Tree=378 num_leaves=31 split_feature=24 66 42 58 74 65 0 46 85 68 78 83 66 13 7 56 54 80 1 80 54 16 34 32 66 9 53 19 35 33 split_gain=26.1614 15.5703 11.6387 11.3504 11.1752 9.59825 9.49583 8.9756 8.24107 6.73976 6.21025 6.1474 6.66462 5.86429 5.58151 5.23687 5.24301 4.99509 4.86393 4.81911 4.4154 4.80195 4.35992 5.05755 4.07114 4.10025 4.61695 4.01172 3.98987 3.93355 threshold=0 0 1 3 0 0 3 2 3 1 3 1 1 0 2 1 2 1 2 1 2 1 0 0 4 1 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 15 -3 -2 5 14 -4 -8 -6 29 -11 -12 -13 24 28 -1 -17 -18 -14 -20 -7 -22 23 -21 -10 -26 -27 -25 -5 -9 right_child=3 2 6 4 8 20 7 9 13 10 11 12 18 -15 -16 16 17 -19 19 22 21 -23 -24 27 25 26 -28 -29 -30 -31 leaf_parent=15 3 2 6 28 8 20 7 29 24 10 11 12 18 13 14 16 17 17 19 23 21 21 22 27 25 26 26 27 28 29 leaf_value=0.0201054 0.0586222 -0.038276 0.0761659 -0.0249653 0.0578038 0.0246984 0.0631825 0.066059 -0.0387476 0.0539847 0.0572934 -0.0203588 -0.0483952 -0.0264431 -0.0370045 0.0450221 0.0351909 -0.0252871 0.0455042 0.0130757 0.0208913 -0.0216678 -0.0205178 -0.021372 0.0541401 0.0176315 -0.0196226 0.0190006 0.0377101 0.0202077 leaf_count=677 218 816 105 346 208 333 162 140 360 116 131 2265 203 1945 12428 192 196 6595 174 2713 464 3335 1146 864 171 946 753 208 183 613 internal_value=0 0.0144914 0.079227 -0.191778 -0.204805 -0.267712 0.104484 0.0892058 -0.0435288 0.0713089 0.0403216 0.0246555 0.0100838 -0.0864246 -0.341059 -0.161911 -0.201328 -0.225699 0.0516978 0.0661722 -0.102567 -0.1544 0.0458844 0.0757971 0.0275168 0.0831644 0.0256019 -0.101598 0.00987152 0.314398 internal_count=39006 17316 9656 21690 21472 17089 8840 8735 4383 8573 7820 7704 7573 4175 12957 7660 6983 6791 5308 5105 4132 3799 4931 3785 2230 1870 1699 1072 529 753 Tree=379 num_leaves=31 split_feature=19 32 87 25 71 17 32 39 0 12 28 40 80 20 87 29 14 29 32 40 54 28 55 22 78 20 15 16 25 19 split_gain=26.0534 19.4995 15.7101 15.5131 11.0449 10.5936 10.5892 9.79258 9.7231 8.93548 8.75445 8.30678 8.93188 7.80047 7.33527 7.27546 7.02918 6.81908 7.96409 6.39702 6.31427 7.88328 7.43375 8.34021 6.72967 5.76538 5.97041 5.78707 5.67065 5.30781 threshold=0 0 0 0 0 0 1 0 5 1 1 1 1 2 1 1 0 1 2 2 1 1 1 1 2 1 0 2 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 4 5 -2 9 11 -5 -8 -1 -10 -3 -13 -11 29 -15 -6 -12 -19 -14 21 -17 -22 -24 -25 26 -26 -27 -21 -4 right_child=2 6 14 7 16 -7 8 -9 10 13 17 12 19 15 -16 20 -18 18 -20 28 22 -23 23 24 25 27 -28 -29 -30 -31 leaf_parent=9 4 11 29 7 16 5 8 7 10 13 17 12 19 15 14 21 16 18 18 28 22 21 23 24 26 27 26 27 28 29 leaf_value=-0.0205788 -0.0340344 -0.0135611 -0.00282838 -0.0416385 -0.0275352 -0.012437 -0.0508119 -0.00576972 -0.00870919 -0.0334796 -0.0156826 -0.0494411 -0.0342687 -0.0232004 0.00786129 -0.0638815 0.0043538 0.0131345 0.0274522 0.0113049 -0.0133753 -0.00316912 -0.0286862 -0.0360611 0.01099 -0.0578645 0.0524978 0.00918991 -0.0138366 -0.0323256 leaf_count=867 3541 762 730 3214 1118 2606 100 1335 370 205 182 130 163 866 1487 108 614 2278 2009 4241 583 538 226 175 256 120 203 8545 763 671 internal_value=0 0.0518138 -0.0983282 0.00659267 -0.214473 0.0234268 0.106946 -0.207873 0.162044 0.0414174 0.17032 0.0524157 0.0773565 0.0515943 0.00141331 0.0575122 -0.0744222 0.18996 0.202181 0.0873454 0.0649915 -0.131797 0.0747882 0.0862135 0.0937714 0.09888 0.296796 0.0887191 0.0970235 -0.12882 internal_count=39006 30845 8161 19847 5273 15298 10998 4549 4939 12692 4839 6059 5297 11825 2888 11620 1732 4469 4287 5167 10754 646 10108 9525 9299 9124 459 8665 5004 1401 Tree=380 num_leaves=31 split_feature=39 14 85 39 39 65 72 0 28 29 17 33 43 23 24 7 66 8 17 13 42 75 33 91 84 84 84 53 40 13 split_gain=22.0547 23.0627 17.8097 15.1054 11.2421 11.0488 9.29414 8.78882 17.436 8.20452 7.69932 7.63556 10.0508 8.62305 7.51367 8.13335 6.72712 6.64065 6.42562 6.34183 6.01674 6.02195 7.00699 7.31666 5.96186 8.33025 8.71843 7.91572 8.18014 7.19025 threshold=0 0 0 1 2 0 2 2 1 1 0 0 1 2 0 0 0 13 0 1 2 0 1 0 0 2 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 14 5 -5 -2 -4 8 -6 16 20 12 -11 -14 -1 18 -9 -3 -16 -15 -8 22 -22 -24 27 -26 -27 28 -19 -30 right_child=3 17 6 4 7 -7 10 9 -10 11 -12 -13 13 19 15 -17 -18 24 -20 -21 21 -23 23 -25 25 26 -28 -29 29 -31 leaf_parent=14 5 17 6 4 8 5 20 16 8 12 10 11 13 19 18 15 16 28 18 19 22 21 23 23 25 26 26 27 29 29 leaf_value=-0.0413686 0.00349746 0.0408162 0.0180912 0.00141279 0.0873855 -0.017789 0.0361199 0.073955 0.000189262 0.0346405 -0.0317284 -0.00246723 -0.00971846 -0.00434831 0.00712493 -0.047192 0.00376844 0.0478311 -0.0461499 0.0174414 -0.0414677 -0.0267113 0.00379781 -0.0432653 -0.0172321 0.00499876 0.03718 -0.0226017 -0.00693309 0.0196895 leaf_count=8390 4988 115 427 3643 125 2374 107 101 194 739 1080 1475 676 487 1247 1124 100 150 538 3651 239 753 1588 295 277 652 472 1156 1360 483 internal_value=0 -0.0446107 -0.128744 0.0724174 0.112835 -0.0142221 -0.0538478 0.151555 0.454077 0.137804 -0.0938749 0.126589 0.152343 0.121421 -0.294266 -0.15368 0.499823 0.0620666 -0.0293467 0.148724 -0.0530906 -0.073415 -0.027772 0.00508145 0.0451318 0.140594 0.205933 -0.0126857 0.0424711 0.00735821 internal_count=39006 20453 15788 18553 11191 7362 4489 7548 319 7229 4062 7028 5553 4814 11299 2909 201 4665 1785 4138 2982 2875 2122 1883 4550 1401 1124 3149 1993 1843 Tree=381 num_leaves=31 split_feature=23 39 8 59 61 15 84 91 52 59 84 85 13 24 39 25 65 41 42 57 72 10 0 40 24 87 42 25 52 24 split_gain=25.8528 27.0216 14.5921 15.5394 14.2111 10.622 12.681 10.7955 9.07844 7.33888 7.30256 7.06561 6.16831 5.92241 5.90451 5.82069 5.52855 5.4794 5.29119 5.25594 5.13718 4.93225 4.83824 5.45118 7.09353 4.88671 6.51591 6.1548 6.01288 4.79121 threshold=0 0 1 2 0 0 4 1 2 1 3 0 3 0 5 0 0 0 2 1 1 0 1 1 1 0 1 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 11 -1 16 14 7 -7 29 -9 -10 -8 -2 -13 -12 -3 -6 -4 -16 -15 -11 -17 -19 -21 -24 -25 26 -26 -28 -27 -5 right_child=1 4 3 5 15 6 10 8 9 19 13 12 -14 18 17 20 -18 21 -20 22 -22 -23 23 24 25 28 27 -29 -30 -31 leaf_parent=2 11 14 16 29 15 6 10 8 9 19 13 12 12 18 17 20 16 21 18 22 20 21 23 24 26 28 27 27 28 29 leaf_value=-0.0321383 -0.0392585 0.0552965 0.0808211 -0.00215734 -0.0255098 0.0633235 0.0469673 0.0834308 0.0428278 -0.0577723 -0.0279591 0.0352974 -0.021935 0.0391305 -9.69999e-05 -0.0551708 0.0112888 0.0349631 -0.00644754 -0.0310583 0.0107334 -0.0144072 0.0423262 -0.0176495 0.0517138 0.0603106 0.0473748 -0.0112589 0.0142836 0.0574112 leaf_count=1080 10128 205 201 116 4497 113 129 127 356 176 2299 184 4105 170 3569 184 143 769 3447 390 1008 417 319 943 146 164 105 2134 862 520 internal_value=0 -0.137183 0.0480226 0.0731146 -0.0187923 0.0530437 -0.0400808 0.133377 0.090282 0.0721763 -0.0687214 -0.295027 -0.178164 -0.0902252 0.0946105 -0.170458 0.598319 0.0673625 -0.0386613 0.0408513 0.0240841 0.247058 0.0549024 0.0772907 0.0490109 0.110084 0.00717683 -0.0520391 0.227251 0.462 internal_count=39006 25066 13940 12860 10649 12516 6158 6358 5722 5595 6045 14417 4289 5916 4960 5689 344 4755 3617 5239 1192 1186 5063 4673 4354 3411 2385 2239 1026 636 Tree=382 num_leaves=31 split_feature=33 33 37 75 38 33 33 33 37 23 75 65 24 14 7 53 61 23 24 15 7 14 66 90 17 23 32 86 23 53 split_gain=96.2301 34.9699 13.0474 9.3987 8.23082 6.39568 4.03836 4.38788 2.96031 2.7206 2.38527 1.83963 1.61634 1.28325 1.34859 1.2811 1.21549 0.846934 1.07353 0.811347 0.616147 0.593986 0.466808 0.441988 0.674782 0.331212 0.188031 0.174953 0.68976 1.23559 threshold=0 1 0 0 1 2 3 4 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 5 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=25 13 3 4 26 9 15 -8 11 -6 16 22 19 14 -2 -7 -5 18 -15 21 -21 23 -4 -9 -25 -1 -3 28 29 -27 right_child=1 2 8 10 5 6 7 12 -10 -11 -12 -13 -14 17 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_parent=25 14 26 22 16 9 15 7 23 8 9 10 11 12 18 14 15 16 17 18 20 20 21 22 24 24 29 26 27 28 29 leaf_value=-0.0350061 -0.0375348 -0.0174389 0.0219302 0.0167242 0.0193495 0.0196322 0.00583526 0.0293211 -0.0502603 -0.0345162 -0.0500293 -0.0361305 0.0643482 -0.0151155 0.00646523 -0.0208464 -0.0192896 -0.0459161 -0.0458877 0.0415662 0.0216179 0.0577821 -0.0038791 0.0508792 0.0301604 -0.00485931 -0.0353625 -0.0490092 -0.0507586 -0.0507243 leaf_count=920 441 107 108 120 241 118 111 113 484 466 167 251 171 588 287 117 141 3542 856 193 107 233 154 554 133 382 135 24870 2242 654 internal_value=0 0.0647107 0.190652 0.252387 0.305144 0.341692 0.386279 0.427764 -0.223755 -0.0472297 -0.148972 -0.063205 0.468724 -0.353798 -0.159696 0.0920886 -0.0173087 -0.396876 -0.288612 0.433294 0.340868 0.473738 0.0838565 0.435939 0.463899 -0.480015 -0.268905 -0.484032 -0.437118 -0.298075 internal_count=39006 9938 4224 3227 2799 2557 1850 1615 997 707 428 513 1504 5714 728 235 261 4986 1444 1333 300 1033 262 800 687 29068 242 28148 3278 1036 Tree=383 num_leaves=31 split_feature=2 41 41 56 13 2 41 37 37 30 13 10 92 30 14 23 84 85 66 29 10 32 14 14 61 61 75 41 7 24 split_gain=54.2288 45.1525 24.2836 21.9153 20.7592 19.1693 15.4711 15.2969 14.8508 11.7002 11.5045 9.89883 9.87577 9.02064 8.09376 8.68965 6.75573 6.42387 6.4096 7.3307 7.73567 6.39869 5.7808 6.75229 5.65559 5.73089 5.63663 5.50977 5.49598 5.20564 threshold=0 0 1 3 0 1 2 0 1 1 0 7 1 1 0 1 0 0 0 1 0 0 0 1 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 10 -1 9 17 21 -7 28 -5 14 -11 26 -10 15 -3 18 27 19 -14 -21 -4 -8 -24 -15 -26 -13 -2 -9 -16 right_child=5 2 6 4 -6 7 22 8 13 11 -12 12 16 24 29 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_parent=3 27 15 21 9 4 7 22 28 13 11 10 26 19 24 29 15 16 17 18 20 20 21 23 23 25 25 26 27 28 29 leaf_value=0.0680396 0.000321355 0.0475309 0.0126331 0.0350625 -0.0322888 0.0426969 0.0362616 0.0463339 0.0423467 0.0528216 -0.0203672 0.0534478 0.0690263 0.0176109 0.0105664 0.0053329 -0.0339435 -0.00760994 -0.0172862 -0.0159533 0.0174893 -0.0176745 0.0279395 -0.0289336 0.014137 -0.0376257 -0.0231272 0.0244645 0.00421368 -0.040008 leaf_count=163 1207 263 841 320 10452 2730 1419 797 142 156 2547 250 272 175 184 1168 2086 1255 6726 2274 633 546 199 115 136 330 131 947 180 362 internal_value=0 -0.0334874 0.0911657 -0.14509 -0.160593 0.201752 0.204116 0.301951 0.150706 -0.0844968 -0.0490604 -0.107995 -0.122325 -0.039184 0.0597239 0.134318 -0.143282 0.0654715 -0.109314 0.0073907 -0.0278419 0.0364406 0.312771 0.0876957 -0.139783 -0.252243 0.32149 0.141757 0.364328 -0.210518 internal_count=39006 31107 7644 23463 23300 7899 3120 4490 1760 12848 4524 12528 12372 783 1977 1431 11991 3409 9905 3179 2907 1387 1733 314 641 466 381 2154 977 546 Tree=384 num_leaves=31 split_feature=19 91 85 14 42 14 84 38 35 32 85 24 23 91 92 66 86 29 1 32 16 16 2 89 61 49 8 84 42 65 split_gain=18.5103 14.5531 11.5083 12.7758 10.3897 8.75613 8.59659 7.62598 7.62096 6.99568 6.76198 6.2928 6.07261 5.34744 5.29946 6.30848 5.28094 5.09616 5.08409 5.04696 4.94041 5.32715 5.11001 4.43477 4.36968 5.54688 5.34672 4.31466 4.14459 4.13198 threshold=0 0 9 0 1 1 0 3 0 0 4 5 3 0 1 4 4 1 3 2 1 2 0 1 0 1 1 2 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 -1 6 -2 12 9 -6 11 10 -4 -9 -5 18 -12 -16 -10 -17 -13 -8 22 -22 -20 -14 25 -19 -27 -25 -3 -28 right_child=4 28 3 5 7 -7 19 8 16 -11 14 13 23 -15 15 17 -18 24 20 -21 21 -23 -24 27 -26 26 29 -29 -30 -31 leaf_parent=2 4 28 10 12 7 5 19 11 16 9 14 18 23 13 15 17 16 25 22 19 21 21 22 27 24 26 29 27 28 29 leaf_value=0.0860573 0.0336132 0.0272892 0.0452009 0.0444284 0.0452384 -0.0333449 -0.0343438 0.069665 0.0419791 -0.0213135 0.0415579 -0.0546709 0.0420616 -0.020782 -0.0410494 -0.0347472 -0.0136837 0.0340533 0.0226411 0.0158465 0.0415725 0.00335036 0.0881042 0.0349436 -0.0152945 0.0389834 0.0297621 -0.0197142 -0.0326649 -0.00571902 leaf_count=101 779 168 172 218 182 4308 167 108 117 3916 286 109 130 931 613 924 2566 303 382 1798 199 2657 101 114 2444 372 502 2683 6616 5040 internal_value=0 -0.0894131 -0.0572063 -0.0639728 0.0720546 -0.203237 -0.0141035 0.035066 0.0154795 -0.0594079 -0.0149463 0.0858223 -0.0645999 0.067573 -0.0331866 -0.0486423 -0.106094 -0.0250388 0.102997 0.125984 0.119109 0.072992 0.345155 -0.115396 -0.00224451 0.0425295 0.00524802 -0.15413 -0.301043 -0.0260814 internal_count=39006 30875 24091 23990 8131 7453 16537 7352 7170 14572 10656 4487 3145 4379 10484 10198 2683 9585 3448 1965 3339 2856 483 2927 8661 6217 5914 2797 6784 5542 Tree=385 num_leaves=31 split_feature=89 89 46 89 46 89 1 23 23 14 89 89 46 37 89 85 89 29 12 40 46 57 8 78 44 85 41 10 42 89 split_gain=34.5605 33.2631 33.671 33.4592 33.0416 33.1467 33.7922 30.6946 21.3017 18.6714 16.757 15.7965 16.436 14.1091 14.0142 10.5488 9.96504 10.3971 8.60401 8.08945 7.81844 7.8336 7.73943 7.50042 7.07342 7.80048 6.8021 8.3788 7.06377 6.52959 threshold=6 4 5 7 4 5 4 0 1 0 3 2 2 0 1 0 2 1 1 2 2 2 2 2 1 0 0 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 11 16 10 -10 -8 -13 20 18 23 -9 -18 -14 -19 -12 -22 -23 -16 -11 -26 27 -15 -29 -24 right_child=1 2 3 4 5 6 7 8 9 24 13 12 14 26 15 -17 17 19 -20 -21 21 22 29 -25 25 -27 -28 28 -30 -31 leaf_parent=0 1 2 3 4 5 6 11 16 10 24 20 12 18 27 23 15 17 19 18 19 21 22 29 23 25 25 26 28 28 29 leaf_value=0.0743717 0.0559577 0.0894694 0.0854478 0.0779959 0.0724224 0.0708601 0.0419098 0.0456046 0.0539351 0.0226907 0.0365025 0.0456222 0.0550969 0.0541605 0.0357869 -0.0391735 0.0125367 0.0281244 -0.00809161 -0.0236485 0.0402505 0.0351991 0.0191383 -0.0204078 -0.00729517 -0.0340816 0.00246949 -0.0224429 0.0195597 -0.00747759 leaf_count=180 292 120 109 148 159 178 168 110 218 231 170 105 177 180 117 6287 402 171 517 6630 160 218 472 6367 2572 1740 1429 160 1906 7313 internal_value=0 0.00563413 -0.00559372 -0.0127286 -0.0201474 -0.028156 -0.0367852 -0.0457668 -0.00106915 0.0381029 0.0744035 -0.183455 -0.204904 0.0596917 -0.225967 -0.259091 -0.145498 -0.16612 0.143915 -0.212044 -0.00717781 -0.022681 -0.036845 -0.183337 -0.135557 -0.173666 0.148545 0.202406 0.167647 -0.0526566 internal_count=39006 38826 38534 38414 38305 38157 37998 37820 24082 16769 12226 13738 13570 12008 13465 12771 7313 7203 694 6801 8333 8163 8003 6484 4543 4312 3675 2246 2066 7785 Tree=386 num_leaves=31 split_feature=52 66 52 66 76 42 87 87 61 38 83 13 85 85 12 19 46 33 71 65 15 14 35 32 74 22 6 91 72 57 split_gain=35.7632 35.1716 21.2576 20.5172 14.8344 16.4198 14.4227 11.9647 11.3974 10.2208 10.637 8.67062 10.3756 8.66466 8.46513 10.0367 11.4793 8.01782 6.6473 6.47112 6.34431 6.06752 6.03516 5.90423 5.78901 5.63823 5.37431 5.19416 5.16691 5.10972 threshold=5 0 4 1 2 1 0 1 0 2 1 0 0 1 3 0 2 0 0 0 0 0 0 0 2 1 1 0 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 8 -3 27 18 -6 9 21 -2 -7 -11 12 -10 19 -15 16 -16 24 -5 28 -14 -8 -19 -24 -18 -26 -17 -4 -12 -9 right_child=1 2 3 4 5 6 7 29 11 10 13 -13 20 14 15 26 17 22 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_parent=0 8 2 27 18 5 9 21 29 12 10 28 11 20 14 16 26 24 22 18 19 20 21 23 23 25 25 26 27 28 29 leaf_value=0.0986083 -0.0358315 0.0814306 -0.0261097 0.0171395 -0.0338017 -0.0261924 0.012734 0.0164295 -0.012521 -0.0521086 -0.0577062 -0.0242026 0.0920832 0.0617074 -0.0488791 -0.0397745 -0.0220895 -0.0072055 0.084992 -0.0284676 0.0194094 -0.0182732 0.0032237 0.0443191 -0.0327156 0.0279597 0.00282351 -0.00269884 0.0101842 -0.0318957 leaf_count=111 9341 138 4825 107 1221 489 1736 152 2048 172 147 3017 156 138 124 269 142 1376 109 474 422 1064 334 208 126 4284 1692 1340 1189 2055 internal_value=0 -0.0206882 0.0273649 0.0184037 0.0524222 0.040738 0.0581275 -0.0870893 -0.215444 0.0997954 0.115052 -0.108187 0.0443058 0.12446 0.154181 0.141875 0.185509 0.2005 0.550007 -0.0420091 0.352531 0.0394136 0.0614079 0.211224 0.252387 0.267504 -0.017034 -0.183951 0.0585059 -0.265059 internal_count=39006 38895 23911 23773 17608 17392 16171 5007 14984 11164 10675 5643 2626 10503 8693 8555 6594 6470 216 1810 578 2800 1918 542 4552 4410 1961 6165 1336 2207 Tree=387 num_leaves=31 split_feature=14 75 42 7 13 75 9 34 86 3 17 7 90 74 63 79 27 16 24 75 7 13 91 66 84 10 34 19 16 82 split_gain=23.9906 20.6172 15.8935 14.0365 11.4182 8.30886 7.46512 7.28032 7.04912 6.78069 8.48199 6.643 6.21266 5.70129 6.62553 5.43723 5.55574 5.82644 5.29852 5.2775 5.50882 5.11218 5.08806 4.76788 4.49202 4.84356 4.30236 3.96805 3.89203 3.61143 threshold=0 0 1 0 0 1 2 0 2 0 0 3 1 0 1 1 1 2 0 2 0 0 0 3 0 0 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 29 -1 4 7 -3 21 12 -6 10 11 -8 -4 14 -14 -12 -17 -18 23 -7 -21 -5 26 -16 25 -25 27 -19 -11 -2 right_child=1 5 3 6 8 19 9 -9 -10 28 15 -13 13 -15 18 16 17 22 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=2 29 5 12 21 8 19 11 7 8 28 15 11 14 13 23 16 17 27 18 20 20 21 22 25 24 25 26 27 28 29 leaf_value=-0.0391338 0.00288445 -0.0178034 0.0436907 0.0232153 0.0522236 -0.00977958 0.0430583 -0.023446 -0.027791 0.0248958 -0.0206572 -0.000621667 0.0233588 0.0166053 0.0473188 0.0885906 0.0691715 0.0213706 -0.0269881 0.105165 0.0285898 0.104653 -0.0113568 -0.0036265 0.0329894 -0.0455569 -0.0152753 0.0573276 -0.0259605 -0.0413474 leaf_count=2319 350 1098 316 130 226 267 231 3134 7295 197 251 3554 788 1651 126 121 164 560 2082 168 222 108 406 1223 168 1097 214 289 1040 9211 internal_value=0 -0.271441 -0.0207866 0.000851164 -0.0773371 0.0981461 0.0967035 -0.0117541 -0.246126 0.0780738 0.11242 0.0303494 0.0322523 0.00750081 -0.0540158 0.258036 0.30378 0.262802 -0.108718 0.361078 0.557285 0.572944 0.20037 -0.0158028 -0.0592463 -0.115248 0.285699 0.351404 -0.165737 -0.38939 internal_count=39006 11316 27690 25371 18106 1755 7265 10585 7521 7027 5790 3785 7451 7135 5484 2005 1754 1633 4696 657 390 238 1469 2614 2488 2320 1063 849 1237 9561 Tree=388 num_leaves=31 split_feature=16 56 78 40 56 40 22 25 32 25 40 13 47 54 71 29 16 66 32 26 85 41 87 13 59 74 87 44 84 78 split_gain=23.2401 22.3257 19.7968 19.4149 16.4858 16.1711 17.1775 16.0733 13.3683 12.0022 10.6278 8.04015 7.73457 11.3836 10.4408 7.77548 6.95183 6.52507 7.1004 6.34937 6.59481 6.06615 6.51082 5.91094 5.83498 5.6191 5.48978 5.05648 5.01675 4.41514 threshold=2 2 2 1 1 2 1 0 0 1 3 0 0 1 0 1 1 0 1 1 3 0 0 0 0 0 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 23 11 -6 -7 8 12 -9 -10 -5 14 -14 24 -15 -12 -18 25 -17 -21 29 -23 26 -8 27 -4 -19 -13 -22 right_child=1 2 3 4 5 6 7 9 10 -11 16 28 13 15 -16 19 17 18 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 2 26 11 5 6 24 9 10 9 16 28 13 15 14 19 17 27 18 20 29 22 22 23 24 25 26 27 28 29 leaf_value=-0.03953 -0.0489743 -0.0331497 -0.0278847 -0.0354899 -0.0226954 -0.0225801 -0.0027012 0.00227895 -0.0505079 -0.0306214 -0.0041815 -0.0143514 -0.0181034 -0.0322539 0.0129513 -0.0211369 0.0116377 0.0528316 0.0285146 0.0358868 -0.019562 -0.0207922 0.0118294 -0.00303602 -0.0339405 -0.00886549 0.000913581 0.0156398 0.0256983 0.0153595 leaf_count=1202 1121 997 1748 1812 922 958 4148 2304 122 2502 541 540 660 504 1418 185 3049 119 2070 328 243 559 391 2217 720 338 437 1900 229 4722 internal_value=0 0.0373027 0.042011 0.0479549 0.0647943 0.073568 0.0807356 0.088378 0.101485 -0.083034 0.1528 -0.176719 0.0622861 0.101114 0.00941585 0.119686 0.158413 0.170579 0.215326 0.128312 0.137662 0.122339 -0.022545 -0.0833966 -0.0450765 0.146319 -0.195136 0.178584 -0.0112655 0.145349 internal_count=39006 37804 36683 35686 31284 28703 27781 26823 22017 4806 8139 2581 13878 7592 6286 6932 8017 7476 4427 6428 6243 5915 950 4402 4868 2357 2185 2019 769 4965 Tree=389 num_leaves=31 split_feature=91 39 17 63 84 84 85 63 39 91 39 39 14 42 47 47 32 84 84 70 10 0 28 42 75 43 39 42 84 41 split_gain=20.0254 15.5337 18.3913 13.864 12.7718 11.8269 12.131 11.6344 11.0191 9.42834 8.67826 8.45227 7.91853 7.52437 6.87112 6.50804 6.18159 5.94478 12.9258 5.69109 5.64947 5.59422 14.0837 5.48886 5.45148 5.42735 6.8079 5.36756 6.87925 6.83818 threshold=0 0 0 0 0 0 0 1 1 1 0 2 0 1 0 2 2 1 2 1 0 2 1 2 0 1 5 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 5 9 6 -1 12 23 10 -2 -10 -5 -8 -9 -16 -12 -7 -19 -18 -15 22 -13 -3 -17 -23 -27 29 -29 -25 right_child=4 8 -4 7 -6 17 13 14 11 -11 16 21 -14 20 15 24 19 18 -20 -21 -22 25 -24 27 -26 26 -28 28 -30 -31 leaf_parent=6 10 23 2 12 4 17 13 14 11 9 16 22 12 20 15 24 19 18 18 19 20 25 22 29 24 26 26 28 28 29 leaf_value=-0.0336126 -0.0354449 0.0307384 -0.0236185 -0.0240083 0.00899569 -0.00594127 0.0264201 -0.0056976 0.00350693 -0.0381943 0.0281893 0.0823969 0.0109397 -0.015989 -0.00143769 0.0283444 0.0369861 -0.0178178 0.0420848 -0.0138554 0.0272036 0.0290254 -0.00150407 0.0227156 0.00447186 -0.00516125 0.0153523 -0.00937687 0.00862285 -0.0402459 leaf_count=4705 2210 194 4333 1422 1436 713 179 570 2897 2734 312 106 398 1173 434 1229 153 251 320 1672 231 735 152 485 424 614 4031 3540 1228 125 internal_value=0 0.0465901 -0.0171301 0.0187067 -0.119885 -0.0734853 -0.156279 0.0933979 0.086926 -0.194047 -0.111297 0.124783 -0.0897142 -0.0423317 0.150522 0.189582 -0.0265185 0.0850363 0.21815 -0.0907288 -0.110072 0.162493 0.420601 0.00827828 0.234304 0.150171 0.127094 -0.00698125 -0.0357796 0.155912 internal_count=39006 30489 16382 12049 8517 7572 6288 4477 14107 7081 4347 8535 1820 1583 2657 2087 2137 1284 571 1825 1404 5638 258 5572 1653 5380 4645 5378 4768 610 Tree=390 num_leaves=31 split_feature=39 14 14 17 59 14 41 61 24 38 42 63 47 66 61 22 13 13 13 17 41 41 8 13 14 34 0 48 32 41 split_gain=25.1061 25.6878 17.1204 13.9143 14.6848 10.9942 10.7181 9.80153 10.2603 8.53185 7.41073 7.33307 7.31282 7.68202 6.50996 6.42953 6.33116 8.909 6.08637 5.64711 6.90457 5.09667 5.06713 4.73569 4.47394 4.39874 4.5585 4.34865 4.34393 4.13304 threshold=0 0 1 0 0 2 0 0 1 1 1 0 4 1 1 1 0 1 0 1 0 1 1 10 3 0 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 16 -3 4 7 -4 10 8 -2 -10 -7 24 -6 -14 18 -11 -1 -18 -9 20 -5 -22 -17 -24 -12 26 -19 -15 -26 -16 right_child=3 2 5 19 12 6 -8 14 9 15 11 -13 13 27 29 22 17 25 -20 -21 21 -23 23 -25 28 -27 -28 -29 -30 -31 leaf_parent=16 8 2 5 20 12 10 6 18 9 15 24 11 13 27 29 22 17 26 18 19 21 21 23 23 28 25 26 27 28 29 leaf_value=-0.0350173 -0.0132779 -0.0247064 -0.0133926 -0.0210105 -0.0293759 0.0736975 0.074699 -0.0262117 -0.0420205 0.0764132 -0.0279126 -0.0293845 0.0717287 -0.0301473 -0.0312201 -0.0261108 -0.0339634 -0.0472328 0.0128115 -0.031302 -0.00525466 0.0387597 0.0662991 0.0158347 0.0453489 -0.0455868 0.0143353 0.0295348 -0.0191445 -0.00379423 leaf_count=11926 1517 2054 942 1784 183 110 252 735 269 114 125 685 335 172 2027 289 2347 173 1471 2296 634 430 126 4191 403 317 1009 1264 135 691 internal_value=0 -0.163101 0.0404596 0.0260607 0.0691812 0.189399 0.318511 0.0250154 0.0917403 0.149217 0.185603 0.0920388 0.292167 0.342798 -0.0930123 0.172886 -0.275187 -0.158901 0.0322711 -0.147228 -0.0554271 0.131495 0.154994 0.175637 0.246777 0.014277 0.0786425 0.252391 0.343826 -0.208614 internal_count=39006 20478 4706 18528 13384 2652 1710 11430 6506 4989 1458 1348 1954 1771 4924 4720 15772 3846 2206 5144 2848 1064 4606 4317 663 1499 1182 1436 538 2718 Tree=391 num_leaves=31 split_feature=33 33 10 82 33 42 25 33 33 53 85 41 53 24 24 15 7 53 47 14 91 24 39 53 86 14 41 7 67 13 split_gain=92.6623 33.1166 12.921 9.21589 8.34311 6.94779 5.80762 4.72975 3.17714 2.51524 2.35547 2.72965 1.74032 1.53998 1.32659 1.24095 0.822198 0.695417 0.542805 0.455156 0.304891 0.250079 0.248925 0.403452 0.577428 0.234829 0.216698 0.201501 0.186544 0.145277 threshold=0 1 0 1 2 1 0 4 3 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 1 1 1 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=22 12 3 -3 9 -6 7 -7 -9 14 11 15 13 18 -5 -4 -10 21 -2 -15 -19 -18 23 24 -1 -26 -14 -27 -29 -30 right_child=1 2 10 4 5 6 -8 8 16 -11 -12 -13 26 19 -16 -17 17 20 -20 -21 -22 -23 -24 -25 25 27 -28 28 29 -31 leaf_parent=24 18 3 15 14 5 7 6 8 16 9 10 11 26 19 14 15 21 20 18 19 20 21 22 23 25 27 26 28 29 29 leaf_value=-0.0277774 -0.0230636 -0.0425033 0.0285655 0.0238206 -0.017735 0.0026061 -0.000860765 0.0182182 0.0311769 -0.044433 -0.050141 -0.0401821 -0.0366758 -0.0470977 -0.0162441 -0.0142977 0.0534278 0.0351023 -0.000709707 -0.0256563 0.049584 0.0646498 -0.0499028 -0.0507595 -0.0340721 -0.0369248 -0.0507976 -0.0356995 -0.0398801 -0.0494623 leaf_count=815 382 222 138 120 146 106 197 178 114 575 317 303 732 1040 232 216 995 142 442 546 129 102 13967 6549 633 754 2552 434 654 5274 internal_value=0 0.0678517 0.190788 0.253403 0.284692 0.336121 0.373015 0.417491 0.456921 -0.106207 -0.221921 -0.0939684 -0.347959 -0.255924 0.0479577 0.102277 0.498458 0.516668 -0.123785 -0.391481 0.422851 0.550308 -0.476585 -0.458226 -0.433633 -0.450336 -0.475871 -0.461029 -0.473057 -0.483017 internal_count=39006 9926 4232 3258 3036 2109 1963 1766 1660 927 974 657 5694 2410 352 354 1482 1368 824 1586 271 1097 29080 15113 8564 7749 3284 7116 6362 5928 Tree=392 num_leaves=31 split_feature=2 41 41 10 59 56 13 41 2 10 92 14 39 10 61 61 10 56 10 10 56 67 24 75 13 61 47 71 85 79 split_gain=45.267 40.7598 24.7562 19.4321 16.9821 15.9009 15.9064 14.4629 12.7159 14.7996 11.9147 11.172 10.5549 10.26 9.51145 12.7312 9.00706 8.31685 8.58443 8.18724 8.77444 7.42852 5.9471 5.92188 5.8957 5.64651 5.56248 5.35835 5.31766 6.44325 threshold=0 0 1 0 12 3 0 2 1 2 1 0 0 7 0 1 1 2 8 6 1 1 0 0 1 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 11 14 -1 -6 10 -4 -5 -10 26 12 -3 -12 -2 -16 -11 -15 -19 -20 -21 -17 -13 27 -8 28 -7 -9 -22 -30 right_child=3 2 7 8 5 6 24 23 9 16 13 22 -14 17 15 21 -18 18 19 20 25 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=4 14 12 7 8 5 26 24 27 9 16 13 22 12 17 15 21 16 18 19 20 28 21 22 23 24 25 26 27 29 29 leaf_value=0.0591195 0.0206066 0.0133277 0.00391513 0.0106292 0.0595275 0.060221 -0.0187376 0.0321486 -0.0242108 0.0053135 0.0524297 0.00121923 -0.0166082 0.0253336 0.018523 0.0238389 0.0461295 0.0550156 0.0453061 0.00760577 0.00558969 -0.0302413 -0.0393278 0.0510035 -0.0402571 -0.0340557 -0.00491149 0.00597559 -0.0251897 0.00942757 leaf_count=130 1082 1399 1383 1265 150 182 3253 1037 125 247 160 335 1595 287 714 161 3129 106 115 875 1319 1173 1180 343 7228 3493 229 369 5495 447 internal_value=0 -0.0307094 0.0883135 0.187072 -0.137813 -0.151654 -0.164544 0.203212 0.282655 0.369548 -0.0967748 -0.0539593 0.021446 -0.120671 0.0376447 -0.0687562 0.413075 -0.135825 -0.15666 -0.169135 -0.18289 -0.222859 -0.272932 0.308432 -0.309108 -0.219092 0.354279 0.250886 -0.162483 -0.205956 internal_count=39006 31110 7641 7896 23469 23339 23189 3132 4766 3501 12708 4509 2994 12297 3130 2048 3376 12137 11850 11744 11629 1334 1515 1749 10481 10754 411 1406 7261 5942 Tree=393 num_leaves=31 split_feature=44 22 22 38 36 38 38 41 61 85 85 13 61 38 15 24 25 16 34 85 14 29 34 24 91 79 42 7 17 13 split_gain=19.9278 18.537 15.3824 15.1971 12.89 11.5938 11.455 10.1472 9.97018 8.82047 10.6033 9.35682 7.95826 7.22646 7.05724 6.84082 5.86924 5.52127 4.86961 4.79772 4.57371 4.71953 4.46196 4.38191 4.35646 4.2785 5.2193 5.45512 4.26415 4.00232 threshold=3 1 2 3 2 2 4 1 0 1 0 4 1 1 0 0 0 2 0 0 0 1 1 0 0 0 1 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 25 16 -4 7 14 -7 -5 9 15 11 -11 -10 -12 19 -8 23 -13 -14 -6 21 -19 -15 -3 29 26 -2 -28 -20 -23 right_child=1 2 3 4 5 6 8 -9 12 10 13 17 18 22 -16 -17 -18 20 28 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=0 26 23 3 7 19 6 15 7 12 11 13 17 18 22 14 15 16 21 28 19 20 29 22 23 24 25 27 27 28 29 leaf_value=0.0789001 0.0643642 0.0581551 0.0389205 0.0765777 0.0170268 0.037271 0.000606298 0.00650965 -0.0121695 0.0589098 0.0455572 0.0264195 -0.0371882 0.0363628 -0.00221936 -0.0333581 -0.0274416 -0.04488 0.00599689 0.0782659 -0.0311675 0.038128 -0.000305205 0.0173849 -0.0367091 -0.00217025 0.0325933 -0.00570252 -0.0292578 -0.00782728 leaf_count=125 135 219 314 204 204 154 856 922 6525 201 263 276 5809 270 465 3189 114 789 865 121 2886 242 3769 215 1605 503 606 351 1306 5503 internal_value=0 -0.0493334 -0.0727498 -0.0881916 -0.0997359 -0.114592 -0.12932 0.222531 -0.138613 -0.0879328 -0.0492518 -0.122796 -0.220214 0.0721477 0.191259 -0.241261 0.273062 -0.140568 -0.307669 0.470869 -0.159473 -0.115881 0.0300815 0.360127 -0.0894273 0.20206 0.273321 0.204066 -0.152682 -0.0578224 internal_count=39006 38881 37286 36738 36424 35298 34508 1126 34354 19849 15804 11502 14505 4302 790 4045 548 11301 7980 325 11025 8139 4039 434 7350 1595 1092 957 2171 5745 Tree=394 num_leaves=31 split_feature=1 67 1 1 46 46 85 24 4 68 24 67 67 71 34 11 40 7 18 70 74 46 57 67 68 68 74 78 67 15 split_gain=32.2055 31.5481 30.9941 30.3327 30.7823 29.0323 25.8327 27.2449 21.2301 16.0685 14.3563 14.2692 13.9882 14.1217 12.5287 12.5148 10.8805 10.1984 9.86306 9.21132 8.94092 8.52641 9.24242 8.21329 7.81225 7.82288 8.49495 8.2936 9.75237 7.88145 threshold=2 6 3 4 5 4 0 0 1 4 1 5 4 0 0 2 2 0 2 2 0 3 2 3 2 3 0 2 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 8 14 -7 -10 17 -11 -13 15 20 -14 -17 -9 -18 -15 -8 -20 -23 -24 -25 -26 27 -27 -29 -28 right_child=1 2 3 4 5 6 7 10 9 11 -12 12 13 19 -16 16 18 -19 21 -21 -22 22 23 24 25 26 29 28 -30 -31 leaf_parent=0 1 2 3 4 5 8 20 17 9 11 10 12 15 19 14 16 18 17 21 19 20 22 23 24 25 27 29 28 28 29 leaf_value=0.040377 0.0969077 0.0543256 0.0636134 0.0882236 0.0753795 0.0324546 -0.0190504 -0.0212483 0.0579554 0.0652173 -0.0339479 0.0522149 0.0571255 0.0280906 0.0271343 0.0347602 0.0463794 0.0105765 0.0470771 -0.019719 0.0115332 0.032132 0.0414252 0.0223763 0.0411108 0.0223491 0.00825414 0.0264911 -0.0174975 -0.014871 leaf_count=760 104 342 206 107 134 867 2110 3064 135 104 8293 148 189 179 702 355 157 858 109 5297 540 290 153 311 104 287 1856 262 9840 1143 internal_value=0 -0.000956828 -0.00728493 -0.0183105 -0.0275694 -0.0344239 -0.0419422 -0.145605 0.00940933 -0.0113498 -0.23961 -0.0202812 -0.0273559 -0.0359325 0.0346795 0.00133961 -0.00833436 -0.103563 -0.0220299 -0.165576 -0.0614057 -0.0314756 -0.0395277 -0.0518711 -0.0606531 -0.0746009 -0.0831805 -0.134373 -0.154086 0.0067765 internal_count=39006 38246 38142 37800 37594 37487 37353 15567 21786 20919 12215 20784 20680 20532 3352 15056 14867 3922 14512 5476 2650 14355 14246 13956 13803 13492 13388 10389 10102 2999 Tree=395 num_leaves=31 split_feature=61 0 39 61 85 14 35 39 29 29 54 74 35 43 38 14 28 10 7 61 79 63 39 13 71 41 37 14 14 24 split_gain=35.619 25.2381 21.616 18.952 13.1834 13.0922 11.3814 10.4985 9.66739 10.1643 9.13735 9.54829 8.62569 8.44867 8.87864 8.25998 7.86133 7.55059 7.10554 6.90869 6.90361 6.38028 6.24799 6.06406 5.58436 8.73722 5.97923 5.43634 7.20716 5.42268 threshold=0 5 0 1 3 0 0 0 3 1 1 0 1 0 1 0 1 0 0 2 0 0 1 0 0 0 1 2 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 -2 8 7 -5 13 27 20 -1 10 -10 -12 -8 14 -6 17 23 18 21 -16 -3 29 -9 -4 -15 -26 -27 -7 -29 -11 right_child=1 3 16 4 5 6 12 22 9 15 11 -13 -14 24 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_parent=8 1 20 23 4 14 27 12 22 10 29 11 11 12 24 19 15 16 17 18 19 20 21 22 23 25 26 26 28 28 29 leaf_value=0.0484203 0.0615005 0.00576599 0.054715 0.0444857 -0.0144219 0.0103006 -0.0193404 -0.00936625 0.0868455 0.0462771 0.0672974 -0.00585356 0.0282485 -0.0106255 0.00804152 -0.0342651 -0.0387427 -0.0316965 0.0112704 0.0299781 -0.0310026 -0.0335103 -0.0391003 -0.0335384 -0.0106362 0.0610029 0.0131232 -0.00961942 -0.048036 -0.0079056 leaf_count=114 238 2403 209 421 310 343 374 1445 155 214 236 951 352 1204 1362 3076 8451 3097 1484 1684 1271 1505 2382 289 503 148 352 734 1217 2482 internal_value=0 0.0559063 -0.146853 0.0370044 0.0955041 0.0723542 -0.0815882 -0.103238 -0.0668396 -0.0849384 0.165206 0.0713754 0.117499 0.127984 0.192178 -0.128234 -0.345541 -0.0800828 -0.031294 0.228554 0.00182684 -0.122379 -0.250193 0.13526 0.0107846 0.130845 0.318605 -0.222462 -0.292747 -0.0319946 internal_count=39006 16743 22263 16505 9004 8583 3020 7501 13314 13200 1342 1187 726 5563 3356 11858 8949 8782 5685 3046 3674 4201 3827 498 2207 1003 500 2294 1951 2696 Tree=396 num_leaves=31 split_feature=87 36 6 15 7 28 46 76 35 19 7 35 16 23 79 84 24 38 54 3 32 19 10 35 41 10 47 70 85 33 split_gain=22.9961 14.0946 12.8787 11.8812 11.346 10.1118 9.91113 9.17805 8.52687 9.10037 8.27202 7.07248 6.97809 6.33505 5.21424 5.58396 5.2055 4.71382 5.50559 4.50749 4.36929 3.94359 3.89596 3.79792 3.65207 3.80995 3.61608 3.52551 3.44281 4.30514 threshold=0 1 1 0 0 1 1 2 0 0 3 1 1 3 0 0 0 1 2 0 1 0 0 2 1 1 2 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 6 3 -3 27 19 -1 -7 9 12 -8 -10 -9 -12 15 23 20 -11 -19 24 -6 22 -15 -13 -4 -26 -18 -2 29 -28 right_child=4 2 5 -5 16 7 10 8 11 17 13 14 -14 21 -16 -17 26 18 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_parent=6 27 3 24 3 20 7 10 12 11 17 13 23 12 22 14 15 26 18 18 19 20 21 22 23 25 25 29 27 28 29 leaf_value=0.0646046 -0.00755218 0.0568416 0.0746924 -0.0100369 0.0513755 0.0693618 0.0731032 0.00907508 -0.0160603 0.0575074 0.0457884 -0.00869878 -0.0261377 0.0192804 -0.0276743 0.051545 0.0221523 0.0551999 -0.00941536 -0.0201463 0.00015391 -0.0153126 -0.0186886 0.0189626 -0.0360588 0.02833 -0.026886 -0.0380957 -0.0355553 0.0488943 leaf_count=212 876 471 193 744 152 137 109 806 2385 190 302 649 12709 1105 450 211 241 151 1729 576 638 813 519 938 147 858 286 8871 1389 149 internal_value=0 -0.00865222 -0.0511259 0.280714 -0.234419 -0.0774221 0.173718 -0.104782 -0.114039 -0.178252 0.112672 -0.00586486 -0.227118 0.0687234 0.0940919 0.144706 -0.0634538 0.063509 -0.00763436 0.192839 0.111992 0.0114425 0.108175 0.08309 0.283772 0.206583 -0.189347 -0.345044 -0.253487 0.0307146 internal_count=39006 26404 23344 1215 12602 22129 3060 20355 20218 15585 2848 4633 13515 2739 2248 1798 2855 2070 1880 1774 790 2437 1624 1587 1198 1005 2065 9747 1824 435 Tree=397 num_leaves=31 split_feature=16 56 77 32 24 71 37 32 85 53 12 80 29 67 40 42 0 67 7 9 71 23 71 66 88 47 58 24 63 71 split_gain=23.8272 20.6541 19.8734 16.9198 15.0412 18.4992 11.5894 11.3006 10.8036 10.0199 9.46168 9.49616 9.22474 8.79831 8.07129 7.78862 7.54292 7.49596 6.91152 6.62501 6.60821 10.4618 9.0007 6.31548 6.16813 6.00385 5.97864 5.9164 13.5617 9.24992 threshold=2 2 1 0 0 0 3 1 0 0 1 1 1 2 1 1 1 4 0 1 1 0 2 1 0 0 2 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 4 5 9 -5 10 -9 15 -8 -12 -10 -6 -15 25 -13 -16 -17 -18 -7 -22 -23 -21 -25 -4 -19 28 29 -28 right_child=1 2 3 6 13 20 7 8 12 -11 11 16 -14 14 17 18 19 26 -20 23 21 22 -24 24 -26 -27 27 -29 -30 -31 leaf_parent=0 1 2 25 6 13 20 10 8 12 9 11 16 12 14 17 18 19 26 18 23 21 22 22 24 24 25 29 27 28 29 leaf_value=-0.0412358 -0.0481495 -0.0210137 -0.0137847 -0.0320966 -0.0377189 -0.00674957 -0.0209686 0.0240314 -0.0372243 -0.0372293 -0.0446724 0.0280488 0.0110351 -0.01048 -0.0528107 -0.0103139 -0.0255458 -0.035714 -0.0407996 0.0217319 -0.00286902 -0.007261 0.0551923 0.00721197 -0.012673 0.0405251 -0.0160538 0.0113995 0.0116537 0.010901 leaf_count=1190 1141 2157 139 276 259 1303 646 2794 127 4256 183 572 2791 1248 107 3097 309 153 1256 823 333 192 289 3471 734 160 1759 4557 2134 551 internal_value=0 0.0380338 0.0424695 0.0513224 0.0100611 -0.0875055 0.0990832 0.106016 0.158872 -0.175677 0.0514034 0.0702249 0.0921931 0.0435288 0.0496261 -0.110944 0.0804532 0.0650857 -0.157287 0.0590417 0.0908272 0.198058 0.396875 0.0722834 0.0437588 0.172822 0.0691976 0.0737924 0.0250544 -0.0835605 internal_count=39006 37816 36675 34519 21793 11025 12726 12450 5712 8908 6738 6092 2918 10768 10509 4652 5909 9261 4353 5337 2117 814 481 5028 4205 299 9154 9001 4444 2310 Tree=398 num_leaves=31 split_feature=87 56 71 85 24 87 13 66 71 53 35 17 42 35 16 66 0 24 35 35 63 66 54 91 91 66 66 37 63 92 split_gain=17.7312 21.469 20.3526 12.2741 12.6008 10.6123 9.20597 8.4309 8.52736 8.31561 7.77398 7.30975 7.13648 6.83752 5.79923 5.53163 5.52549 5.24332 5.07188 4.85397 5.41507 4.84461 4.83832 4.83048 4.73254 4.67113 4.64814 5.39087 4.54105 4.6736 threshold=0 1 0 1 0 1 11 0 1 0 1 0 1 0 2 1 2 0 1 0 0 0 1 0 0 0 2 0 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 3 10 12 14 -7 8 23 13 -3 18 -5 24 -2 -8 -17 25 -9 20 22 -15 -20 -4 -6 -16 -24 -28 -19 -30 right_child=5 2 7 4 9 6 15 11 -10 -11 -12 -13 -14 21 17 16 -18 28 19 -21 -22 -23 26 -25 -26 -27 27 -29 29 -31 leaf_parent=1 14 10 23 12 24 6 15 18 8 9 10 11 12 21 25 16 16 28 22 19 20 21 26 23 24 25 27 27 29 29 leaf_value=-0.0382099 -0.0496727 0.0261258 0.00958114 0.0139033 0.00586782 0.0601533 0.0246627 0.0429866 0.0266045 -0.0211155 -0.000621999 -0.0191476 -0.0316437 0.00270853 0.00149735 0.0422527 0.00857787 -0.0328754 0.0471339 -0.0391227 0.0240193 -0.0427657 0.0198828 -0.0265679 -0.0283168 -0.0282719 -0.0257944 0.0209467 -0.0323502 0.00714678 leaf_count=2603 202 471 977 564 2375 134 1004 260 1248 2157 2627 1345 8101 145 825 176 5021 124 121 299 530 608 291 366 418 1101 703 188 149 3873 internal_value=0 -0.0201229 -0.00339607 -0.0613858 -0.118635 0.0818424 0.129838 0.100158 0.173778 -0.0586998 0.0372972 0.00603011 -0.271544 -0.00348012 0.0145496 0.119662 0.0964549 0.0228416 0.0753445 0.039148 0.0705973 -0.24885 -0.0249415 0.0384023 0.0349491 -0.121375 -0.0705461 -0.15868 0.0498515 0.0604308 internal_count=39006 26397 23794 17466 14368 12609 6335 6328 2591 5703 3098 3737 8665 3546 6274 6201 5197 6072 2392 2132 1833 753 1303 1343 2793 1926 1182 891 4146 4022 Tree=399 num_leaves=31 split_feature=75 41 66 13 41 15 34 13 66 23 75 26 32 10 13 19 8 24 55 74 88 47 55 21 66 71 61 85 71 66 split_gain=23.8367 18.3938 15.011 12.5562 11.3155 10.7422 9.97385 9.43846 8.38766 7.19701 7.14413 6.82156 6.62189 6.59721 6.13493 6.06211 5.75228 5.60548 5.46164 5.44721 5.96192 5.62927 5.5416 5.38427 7.3665 5.26457 8.59369 4.71435 5.75655 4.55884 threshold=0 0 0 0 1 0 0 1 4 0 1 1 1 0 4 0 1 1 1 0 1 1 1 0 2 0 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 5 25 13 11 12 -5 9 -9 29 -1 15 14 -3 -6 -13 -10 -16 20 -18 -22 -23 24 -14 -4 -27 -25 -29 -2 right_child=10 4 3 7 6 -7 -8 8 17 -11 -12 16 23 -15 18 -17 19 -19 -20 -21 21 22 -24 27 -26 26 -28 28 -30 -31 leaf_parent=11 29 14 25 7 15 5 6 9 17 9 10 16 24 13 18 15 20 17 18 19 21 22 22 27 24 26 26 28 28 29 leaf_value=0.0538957 0.0059424 0.0510836 -0.0416368 -0.0302808 0.0864323 -0.0120186 -0.00354113 0.124668 -0.0382388 0.0061856 -0.0437381 -0.0276843 0.124639 -0.0239529 0.0410723 0.0106316 0.0658332 0.00582539 0.000752682 -0.0227899 0.0348803 0.0446971 0.0030803 0.0562823 0.0351189 0.0279291 -0.0416181 -0.031116 0.0264398 -0.0236942 leaf_count=323 906 173 5274 1769 333 4059 1614 103 594 157 4047 428 118 1498 251 117 195 2551 2868 511 567 209 3468 128 670 713 989 571 315 3487 internal_value=0 0.00258792 -0.0551253 -0.175923 0.127749 0.0161781 0.274666 -0.0544317 0.048983 0.662662 -0.255917 0.0880602 0.37605 0.0319077 0.081882 0.675532 0.0669781 -0.00369943 0.0470606 0.0913821 0.118034 0.0993574 0.0598401 0.283571 0.448087 -0.335692 -0.102154 0.104419 -0.0131805 -0.161008 internal_count=39006 30566 21910 12150 8656 9760 3866 5174 3405 260 8440 5701 2252 4790 3292 450 5378 3145 3119 4950 4439 4244 3677 1802 788 6976 1702 1014 886 4393 Tree=400 num_leaves=31 split_feature=33 33 33 33 33 42 33 33 23 63 85 86 15 59 24 61 33 21 7 32 41 24 32 23 71 15 86 24 24 17 split_gain=82.4507 29.9595 12.0609 10.0115 12.5572 6.46699 7.41435 3.01573 2.19323 1.88232 1.39265 1.3542 1.30978 1.25858 1.74987 1.21541 0.911459 0.72294 0.54912 0.497002 0.490146 0.452147 0.363302 0.357855 0.21739 0.147003 0.299578 0.54932 0.208526 0.143825 threshold=0 1 2 4 3 1 5 6 0 0 0 1 0 0 0 0 7 0 0 0 1 0 0 5 1 0 1 0 4 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=23 12 8 17 9 -6 -7 -8 10 15 -3 -9 13 14 18 -5 -13 -4 -2 -10 -14 24 -16 -1 -18 26 27 -25 -28 -26 right_child=1 2 3 4 5 6 7 11 19 -11 -12 16 20 -15 22 -17 21 -19 -20 -21 -22 -23 -24 25 29 -27 28 -29 -30 -31 leaf_parent=23 18 10 17 15 5 6 7 11 19 9 10 16 20 13 22 15 24 17 18 19 20 21 22 27 29 25 28 27 28 29 leaf_value=-0.0338415 -0.0130741 0.0130976 -0.0144884 0.0125739 -0.0121723 -0.00567562 0.014567 0.0290191 -0.0518381 -0.0429199 -0.0337469 0.0314787 -0.0298303 -0.0514491 -0.0458144 -0.0203514 0.0423347 -0.0430828 0.0150389 -0.0262638 -0.0508646 0.0659354 -0.0228347 -0.0233013 0.055535 -0.0502089 -0.0356398 -0.0507011 -0.0484199 0.0478723 leaf_count=920 349 236 138 123 160 151 144 154 684 195 175 114 742 635 709 163 108 113 240 453 2594 133 423 580 757 13208 701 708 12984 212 internal_value=0 0.0465963 0.165782 0.225523 0.27842 0.3586 0.401169 0.456898 -0.253002 -0.136573 -0.0427732 0.494308 -0.355652 -0.269312 -0.204158 -0.0313075 0.523002 -0.22309 -0.0416697 -0.426345 -0.461857 0.544595 -0.377167 -0.478142 0.523144 -0.482597 -0.469061 -0.372514 -0.478497 0.537221 internal_count=39006 9905 4213 2665 2414 1933 1773 1622 1548 481 411 1478 5692 2356 1721 286 1324 251 589 1137 3336 1210 1132 29101 1077 28181 14973 1288 13685 969 Tree=401 num_leaves=31 split_feature=59 2 85 13 13 10 10 59 10 8 37 56 2 59 33 88 41 7 72 71 13 36 33 71 21 75 71 91 47 64 split_gain=42.3979 30.5909 25.3157 18.0327 16.044 14.2217 14.779 13.1937 11.4409 10.452 10.2906 9.97823 8.39821 8.81871 8.14606 7.62802 7.45606 7.5239 7.39136 7.62164 6.42881 7.48234 6.37483 6.27978 6.50011 5.96035 5.90628 5.7085 6.59795 5.52942 threshold=0 0 0 0 1 0 2 12 1 1 0 2 0 1 0 0 0 0 2 0 2 1 1 0 0 1 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 7 11 16 15 -7 -2 -8 -4 12 -1 13 -9 18 26 -5 -18 -13 27 21 -6 -16 24 -11 -21 -3 -20 -29 -30 right_child=2 5 9 4 20 6 8 10 -10 23 -12 14 -14 -15 22 -17 17 -19 19 25 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_parent=11 7 26 9 16 21 6 8 13 8 24 10 18 12 13 22 15 17 17 27 25 20 21 22 23 24 25 26 28 29 29 leaf_value=0.0441558 0.0555964 0.0196373 0.0321741 -0.0221489 0.0396797 -0.039247 -0.00724115 0.00142719 0.0393683 -0.0112373 0.00794625 -0.0367664 0.0417506 0.0293339 -0.00876038 -0.0262768 0.02587 -0.0255978 0.0319451 0.0417754 -0.0462883 -0.0293546 -0.0406854 -0.019403 0.0155262 -0.0253734 -0.0233694 0.0128281 0.0414456 -0.0119038 leaf_count=245 592 718 329 2740 218 154 385 1125 2034 1006 2090 745 1532 1276 1450 774 467 263 434 157 6489 1715 2057 1145 716 2018 475 2416 166 3076 internal_value=0 -0.0521467 0.143016 -0.117941 -0.248354 0.132415 0.253198 0.22292 0.311251 -0.015842 0.193065 -0.0434859 0.267449 0.191399 -0.060887 -0.045435 -0.0672265 0.103219 -0.0150185 0.00876018 -0.379592 -0.182373 -0.2165 -0.0622297 0.0189654 -0.190727 0.0856415 0.0550276 0.0228206 -0.0818834 internal_count=39006 29195 9811 24655 11892 4540 2573 6615 2419 3196 6023 12763 3933 2401 12518 1967 3470 730 9011 8267 8422 1933 3507 2867 1722 2175 1193 6092 5658 3242 Tree=402 num_leaves=31 split_feature=37 61 10 16 89 38 61 85 12 16 35 75 22 85 34 85 24 13 79 61 6 23 55 70 59 24 16 16 70 2 split_gain=19.1633 16.7079 10.5272 9.8477 9.23696 7.99098 7.93668 6.50825 6.38369 7.66239 8.12731 7.22965 6.15038 5.92237 10.0415 7.22714 6.39946 5.13048 5.09884 5.16113 5.08632 5.16297 8.71468 6.08996 5.03566 5.03109 4.67581 4.35663 4.57516 4.08152 threshold=0 0 1 4 1 2 1 3 1 3 2 2 1 0 1 1 0 0 1 2 1 0 1 1 0 1 2 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 25 -2 18 -4 7 -3 -6 -10 -11 -12 29 20 -15 16 -16 24 -5 -20 -7 23 -23 -22 -17 -1 -9 -14 -29 -13 right_child=3 6 5 4 8 13 -8 26 9 10 11 12 27 14 15 17 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=25 3 7 5 18 8 20 6 26 9 10 11 29 27 14 16 24 16 17 19 19 23 22 22 23 24 25 26 28 28 29 leaf_value=0.0403244 0.064273 0.0411084 0.0404244 0.0716598 -0.0175227 0.030283 -0.0357134 0.0396956 0.0565501 -0.0287255 0.0407212 0.0396419 0.0199296 0.0449241 0.00994879 0.027451 -0.0286078 -0.00654885 0.068801 0.0126536 0.0497201 0.0234335 -0.0308762 -0.0106074 -0.0249757 0.00666533 -0.0191227 0.0192545 -0.00768853 -0.0112156 leaf_count=379 140 212 225 144 1425 281 5378 125 163 606 380 308 758 339 577 924 2778 2253 114 723 168 284 5619 3019 149 1198 4841 610 4745 141 internal_value=0 -0.0931819 -0.0322625 0.0680679 0.0535178 -0.0682833 -0.232444 -0.12624 0.0174054 0.050934 0.0332458 0.0644029 0.0359716 -0.0827109 -0.0121112 -0.0495649 -0.186426 0.0486813 0.276194 0.203965 -0.156463 -0.176371 -0.254323 -0.052149 0.192304 0.181049 -0.163663 -0.000779343 -0.0373512 0.280295 internal_count=39006 28749 18193 10257 10117 16616 10556 5178 9136 7711 7548 6942 6562 16391 7020 6681 3355 3326 981 837 9371 9090 5903 3187 1073 1577 4966 6113 5355 449 Tree=403 num_leaves=31 split_feature=89 42 1 46 1 46 29 67 13 36 13 19 36 83 19 89 88 19 1 71 47 29 72 71 87 40 64 7 82 72 split_gain=29.9078 28.8518 27.8407 27.4946 26.145 25.6234 25.1809 24.5455 23.1075 21.5201 21.0816 18.4789 16.1414 11.9204 10.5813 10.43 9.09337 8.04535 8.00973 7.74535 7.75294 7.7105 7.52213 6.79014 6.65833 6.60589 6.57273 6.3976 7.20216 6.25434 threshold=6 1 2 5 3 4 2 5 0 1 1 0 2 1 1 4 0 0 1 0 0 1 1 0 0 2 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 17 -3 -4 -5 -6 -7 -8 9 27 21 25 -11 -14 -13 -15 18 -2 -17 20 29 -10 -22 24 -23 -12 -18 -9 -29 -20 right_child=1 2 3 4 5 6 7 8 10 12 11 14 13 15 -16 16 26 -19 19 -21 22 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=0 17 2 3 4 5 6 7 27 21 12 25 14 13 15 14 18 26 17 29 19 22 24 22 23 24 25 26 28 28 29 leaf_value=0.0690521 -0.0383047 0.0417164 0.0863997 0.0541221 0.0724192 0.052719 0.0782808 0.00598182 0.0287726 0.0296439 0.0299325 -0.0315413 0.0421046 0.0489679 0.00880672 0.0143964 -0.0229719 -0.00863448 0.0334473 -0.026033 -0.0418228 0.00988376 -0.0109008 -0.0199323 -0.0205657 -0.0429308 0.0108563 0.0558423 0.020907 -0.00250312 leaf_count=187 2864 670 109 310 141 269 127 989 282 679 159 911 265 107 609 656 483 777 271 2509 571 2279 4508 1768 875 7731 2861 223 985 3831 internal_value=0 0.00996339 0.0305709 0.0157525 0.00882727 -0.00175058 -0.00950448 -0.0199215 -0.0268423 0.0212112 -0.136618 -0.26351 -0.0169745 -0.0373678 -0.0657733 -0.0483345 -0.0567059 -0.257515 -0.0899555 -0.109135 -0.0780885 -0.0120492 -0.145044 -0.0502666 0.0260491 -0.404956 0.0632314 0.206182 0.290022 0.00649702 internal_count=39006 38819 35178 34508 34399 34089 33948 33679 33552 18938 14614 9410 16741 16062 1520 15797 15690 3641 12346 11690 9181 5204 5079 4922 3154 7890 3344 2197 1208 4102 Tree=404 num_leaves=31 split_feature=61 39 61 61 61 61 39 39 15 17 61 40 23 10 39 28 63 10 39 15 41 19 21 40 85 37 7 36 47 87 split_gain=33.1049 24.0045 18.6038 14.0572 14.3608 12.2906 10.3704 10.3058 9.81175 13.1419 8.7655 8.35615 8.05279 7.85332 7.67255 6.81347 6.74915 6.53691 6.0458 5.58743 5.47964 5.2437 5.7396 5.18744 6.31503 5.48885 4.91686 5.42577 5.31917 5.07088 threshold=0 0 1 2 3 4 0 0 1 0 5 2 0 0 1 1 1 0 1 0 0 0 1 1 0 0 0 1 3 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 8 6 7 19 -6 17 21 9 13 -7 -10 -12 -1 -9 16 -3 23 -8 -5 -14 22 -4 24 -2 -25 29 -28 -29 -13 right_child=2 15 3 4 5 10 18 14 11 -11 12 26 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 28 -30 -31 leaf_parent=13 24 16 22 19 5 10 18 14 11 9 12 29 20 13 14 15 16 17 18 19 20 21 22 25 24 25 27 28 28 29 leaf_value=0.0413201 0.00711975 0.0728362 -0.0234836 0.0191608 0.00271851 0.00844343 -0.00738133 0.00014814 0.0502744 -0.0331212 0.0519328 -0.012455 0.0155123 -0.0270891 -0.0384058 -0.0389147 -0.0232329 -0.0234008 -0.036792 -0.0112656 0.039514 -0.012932 0.0282067 0.00983982 0.0730983 -0.0267241 -0.0252048 0.0509 0.00122405 -0.0375776 leaf_count=853 224 104 223 441 1161 677 1450 745 190 655 571 6384 623 461 1408 8495 393 1462 2369 1501 521 488 834 1428 118 470 694 131 1654 2279 internal_value=0 -0.134684 0.0617463 0.118217 0.172567 0.231792 -0.077598 -0.0355141 -0.05105 0.162398 0.294791 -0.0985789 0.351949 0.313552 -0.198 -0.347814 0.0865247 0.025305 -0.225407 -0.0225114 0.268024 0.108818 0.203435 0.0880178 0.355754 0.0281601 -0.116146 -0.0103118 0.0700234 -0.176594 internal_count=39006 22292 16714 9193 5495 3553 7521 3698 13300 1969 2392 11331 1715 1314 2153 8992 497 3702 3819 1942 1144 1545 1057 2240 342 1898 11141 2478 1785 8663 Tree=405 num_leaves=31 split_feature=24 87 58 61 66 46 75 42 57 83 31 16 9 59 90 53 15 19 66 63 53 85 33 53 74 28 74 56 16 61 split_gain=20.0184 11.8945 11.7311 12.2304 11.4266 9.05675 8.01882 7.29097 7.37371 7.20928 6.92963 7.07986 6.93038 7.29273 6.15772 5.88449 5.81583 6.69321 6.02459 5.45527 7.371 5.44023 5.26319 4.90849 6.7943 4.42579 4.32304 4.06609 3.98463 3.91494 threshold=0 0 3 7 0 2 0 1 1 1 2 2 1 0 1 0 0 0 1 0 0 0 1 3 2 1 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=4 2 -2 -4 25 -6 10 -7 -9 -10 21 15 13 -13 28 -12 17 18 -16 -19 -21 -5 -20 -8 -25 -1 -18 -27 -11 -29 right_child=1 -3 3 6 5 7 23 8 9 14 11 12 -14 -15 16 -17 26 19 22 20 -22 -23 -24 24 -26 27 -28 29 -30 -31 leaf_parent=25 2 1 3 21 5 7 23 8 9 28 15 13 12 13 18 15 26 19 22 20 20 21 22 24 24 27 26 29 28 29 leaf_value=0.0226342 0.0832657 -0.0314232 0.0943257 -0.00972384 0.0611609 -0.0336681 0.0732605 -0.0247318 0.0662883 0.0746923 -0.0207341 -0.0236591 -0.0288574 0.0658262 -0.0256617 0.0809248 -0.0165945 0.0104941 0.0396027 0.0827061 0.014325 0.0645425 0.00423075 0.0628551 -0.00510202 0.0176563 0.0118525 -0.0285587 0.0224624 -0.00314274 leaf_count=520 139 9425 163 319 159 788 140 714 134 119 107 329 8382 201 858 138 2406 428 261 161 193 204 1898 127 2090 589 900 4433 586 2095 internal_value=0 -0.16742 -0.0916942 -0.109675 0.0163482 0.0717696 -0.126452 0.0546384 0.0742676 0.0996359 -0.189195 -0.223536 -0.251265 0.164283 0.0843578 0.31992 0.0530845 0.116967 0.0462295 0.314398 0.520419 0.20597 0.10261 0.0610823 0.0182986 -0.138762 -0.0729916 -0.173405 0.325764 -0.20976 internal_count=39006 21764 12339 12200 17242 9605 12037 9446 8658 7944 9680 9157 8912 530 7810 245 7105 3799 3017 782 354 523 2159 2357 2217 7637 3306 7117 705 6528 Tree=406 num_leaves=31 split_feature=1 56 56 32 16 37 3 6 32 66 70 31 59 47 87 33 28 85 54 24 17 39 18 85 24 67 31 18 39 71 split_gain=20.6518 18.4959 16.9935 15.3348 12.0394 10.6484 10.3817 9.84335 8.57946 10.1087 8.56917 8.04796 7.75749 7.74052 7.19201 6.91017 6.87457 6.38663 6.43592 5.96465 5.78016 5.69892 5.64512 5.56716 5.38378 5.76255 5.24303 5.50662 5.38382 7.64945 threshold=1 1 2 0 2 3 0 1 1 0 2 7 0 0 0 0 1 3 1 1 0 0 1 0 4 2 8 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 14 -3 4 -4 -5 10 -7 20 15 -6 -12 17 -14 -2 19 -11 -13 -19 -10 -9 -22 -18 -8 -20 -26 -27 -28 29 -29 right_child=1 2 3 5 6 7 23 8 9 16 11 12 13 -15 -16 -17 22 18 24 -21 21 -23 -24 -25 25 26 27 28 -30 -31 leaf_parent=0 14 2 4 5 10 7 23 20 19 16 11 17 13 13 14 15 22 18 24 19 21 21 22 23 25 26 27 29 28 29 leaf_value=-0.0280648 -0.0333781 -0.044641 -0.0483438 -0.0326237 -0.0279071 -0.0196198 -0.030594 0.00822153 0.0211537 -0.00522463 0.0215911 0.0192195 -0.0337776 -0.000836874 -0.00279604 0.0247442 -0.0130634 -0.016219 0.0183794 -0.00316086 -0.0325635 0.000471302 0.0255644 -0.00411277 -0.0385829 0.0294913 -0.0247623 -0.0074077 0.00635351 0.0110169 leaf_count=2555 2270 1049 571 242 513 457 3036 4651 294 287 527 618 1075 1360 637 492 126 834 517 1165 647 781 2927 810 173 169 370 4580 4298 975 internal_value=0 0.0312013 0.040035 0.044144 0.00501991 0.0906355 0.0104038 0.0972658 0.106111 0.153794 0.0235949 0.030322 0.0197895 -0.134063 -0.20624 0.0674135 0.216596 0.032731 0.0215867 0.0184824 0.0572348 -0.0700463 0.240296 -0.163403 0.0320123 0.0208536 0.025639 0.0189859 0.0262176 -0.0256668 internal_count=39006 36451 33544 32495 20426 12069 19855 11827 11370 5291 16009 15496 14969 2435 2907 1951 3340 12534 11916 1459 6079 1428 3053 3846 11082 10565 10392 10223 9853 5555 Tree=407 num_leaves=31 split_feature=91 92 14 87 85 24 91 55 10 56 24 85 72 59 14 34 23 84 10 87 53 31 47 42 84 75 39 20 23 33 split_gain=19.0151 14.167 13.4599 15.6007 12.7069 10.7435 10.0402 9.86808 7.85319 7.60574 7.42377 7.26109 7.32186 6.94723 6.33992 6.13414 5.86041 5.64953 5.69388 5.42291 12.0746 5.4009 5.00514 4.90923 7.03481 4.79617 4.63516 4.60065 4.13927 4.11324 threshold=0 1 0 0 0 0 1 1 0 1 1 1 1 0 1 1 2 0 0 1 0 3 5 1 2 0 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 3 4 5 -3 13 25 10 -6 15 12 -9 26 27 -7 -11 -8 -19 20 -5 -18 -23 -16 -25 -4 -2 -13 -22 -24 right_child=6 2 7 19 9 8 17 11 -10 16 -12 14 -14 -15 23 -17 21 18 -20 -21 28 22 29 24 -26 -27 -28 -29 -30 -31 leaf_parent=1 26 5 25 20 9 15 17 12 8 16 10 27 12 13 23 15 21 18 18 19 28 22 29 24 24 25 26 27 28 29 leaf_value=-0.024146 -0.0175976 -0.0346972 0.0408519 0.00917781 -0.0452652 0.0403025 -0.0380049 -0.0155666 -0.0446635 -0.0201778 0.0144283 0.0285704 0.0247766 -0.0321645 0.0278544 -0.0253273 -0.0429231 -0.0190383 0.058764 0.0129805 -0.00423187 0.0345299 -0.0177752 -0.0167528 0.0110185 -0.00303213 0.00529415 -0.00426387 -0.0368714 0.00633538 leaf_count=1284 1575 6827 514 1816 340 144 2691 176 662 486 969 231 1252 1723 440 1194 156 310 114 3174 353 228 407 339 3154 146 2054 2518 799 2930 internal_value=0 0.0505137 0.0585686 0.0169204 -0.0515162 -0.174455 -0.113774 0.113699 -0.0630397 0.010466 -0.00275778 0.096202 0.205666 -0.0437354 0.0678501 -0.174783 0.0252796 -0.293454 -0.00189188 0.0851839 0.0124882 0.0493054 0.060923 0.107986 0.0851837 0.337262 -0.000188663 -0.0171518 -0.227004 0.042366 internal_count=39006 30539 29255 20485 14343 9796 8467 8770 2969 4547 2307 8110 1428 5352 6682 1338 4207 3115 424 6142 2968 3721 3565 3933 3493 660 3629 2749 1152 3337 Tree=408 num_leaves=31 split_feature=31 41 61 13 13 23 41 34 16 78 15 69 65 2 59 66 14 32 39 47 24 47 34 32 56 61 14 85 14 39 split_gain=23.6419 12.6469 11.9139 12.1865 11.4777 9.65718 8.52869 8.06319 6.21423 6.59153 6.18019 5.5679 5.50503 5.03808 4.89277 4.56553 6.9286 8.63908 5.57765 7.60947 4.91547 4.74482 4.25061 4.23638 4.22733 4.11169 3.8753 5.14957 4.27344 3.91914 threshold=0 0 0 0 0 0 1 0 1 2 0 4 2 0 2 0 0 0 0 0 0 1 1 0 1 1 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 8 -4 -2 10 14 12 -1 -10 23 -7 -8 25 -3 16 20 21 -17 -20 -11 -18 -9 -6 -14 -5 27 -26 -28 -29 right_child=4 6 3 13 5 11 7 22 9 15 -12 -13 24 -15 -16 18 17 -19 19 -21 -22 -23 -24 -25 26 -27 28 29 -30 -31 leaf_parent=8 4 14 3 25 23 11 12 22 9 20 10 11 24 13 14 18 21 17 19 19 20 21 22 23 27 25 28 29 28 29 leaf_value=-0.0304307 -0.0362139 0.0434416 -0.0371915 0.0114993 0.0187489 0.0501621 -0.0198045 0.0155276 0.0684905 -0.0166462 -0.00324961 -0.0252149 -0.00560018 -0.0360775 0.000735416 -0.0241973 0.0685801 -0.00610108 0.0323453 -0.0102308 0.00598132 0.0247006 -0.0344448 0.0857647 0.0637359 -0.0125401 0.0262215 -0.00904748 0.0797525 0.0353018 leaf_count=681 8434 143 3667 1528 164 176 186 638 152 2086 529 3113 269 635 3978 2386 140 600 636 1884 2032 931 806 128 197 1651 169 564 167 336 internal_value=0 0.0125089 -0.0365455 -0.163481 -0.220418 -0.0681018 0.119283 0.250655 0.0201842 0.0369324 0.205246 -0.205959 0.342168 -0.0490697 0.0338732 0.0275769 0.0697725 0.193239 -0.0733693 0.0313314 -0.00446757 0.31295 -0.0435647 0.507811 0.38678 -8.03573e-05 0.432027 0.326413 0.623699 0.192236 internal_count=39006 26462 19009 7481 12544 4110 7453 3332 11528 10847 821 3289 1888 3814 4121 10695 5789 1671 4906 2520 4118 1071 1444 292 1702 3179 1433 1097 336 900 Tree=409 num_leaves=31 split_feature=33 33 37 82 74 42 15 14 37 59 33 63 31 14 66 85 31 71 23 71 91 66 7 14 66 24 39 7 41 23 split_gain=81.2739 27.9815 10.4426 8.9112 6.77147 7.34264 4.03346 3.40263 2.68431 2.3121 1.8935 1.88203 1.85699 2.12744 1.70347 3.16757 1.52369 1.46572 1.23579 1.39543 0.802149 0.767484 0.672192 0.564056 0.686762 0.523398 0.479104 0.318134 0.279318 0.148166 threshold=0 1 0 1 0 1 0 0 1 0 2 0 0 1 0 0 6 1 0 0 1 0 0 0 2 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=16 12 3 -3 5 -5 9 25 11 14 -8 21 13 -2 27 23 -1 -12 19 26 -19 -4 -22 24 -16 -6 -15 -7 -20 -29 right_child=1 2 8 4 7 6 10 -9 -10 -11 17 -13 -14 18 15 -17 -18 20 28 -21 22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=16 13 3 21 5 25 27 10 7 8 9 17 11 12 26 24 15 16 20 28 19 22 21 22 23 24 25 26 29 28 29 leaf_value=-0.0149871 0.00525033 -0.0497568 0.0271701 -0.0202395 -0.0214686 0.0498899 -0.0148736 0.0312068 -0.0496057 0.00547229 0.0460398 -0.0392852 -0.0509223 0.00337516 0.049164 -0.00572688 -0.0484814 0.0347974 -0.0511494 -0.0510899 0.020305 -0.00691045 -0.00189295 0.0547867 0.0279997 -0.0494508 -0.0242723 0.0680208 -0.0322603 0.0552673 leaf_count=530 482 213 111 215 154 471 365 106 478 115 117 205 2222 324 189 104 28521 100 1171 458 177 179 128 158 213 137 375 129 703 156 internal_value=0 0.0540749 0.168933 0.22542 0.255068 0.299223 0.340092 -0.128947 -0.219267 0.41878 0.185316 -0.058948 -0.342637 -0.261787 0.447706 0.359761 -0.47626 0.236097 -0.33471 -0.202448 0.168656 0.0881969 0.108607 0.43159 0.377814 -0.316293 -0.078364 0.542936 -0.458722 0.616914 internal_count=39006 9955 4220 3247 3034 2637 2422 397 973 1535 887 495 5735 3513 1420 664 29051 522 3031 1157 405 290 305 560 402 291 699 756 1874 285 Tree=410 num_leaves=31 split_feature=10 56 56 41 10 10 10 10 41 56 58 59 66 10 39 41 59 23 32 32 72 23 59 51 69 59 41 16 41 59 split_gain=39.4289 35.7588 33.486 29.4992 22.4339 20.667 22.1209 21.1344 16.6689 15.9261 14.5401 12.3518 11.4469 10.3424 9.36546 8.82204 8.46393 7.34324 7.10568 8.20165 6.78764 6.78046 6.73472 6.43722 5.7469 5.65493 8.27003 5.48749 5.4618 5.36495 threshold=0 2 3 0 1 2 4 3 0 1 1 12 0 5 0 1 0 0 0 1 2 1 1 1 0 0 0 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 9 8 10 -7 25 24 -4 -6 -5 21 17 -11 -10 -12 -9 20 -20 -14 -13 -18 -22 29 -8 -27 -16 -17 -2 right_child=4 2 3 11 5 6 7 13 15 14 16 12 18 -15 27 28 22 -19 19 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=1 29 2 9 11 10 6 25 17 15 14 16 21 20 13 27 28 22 17 19 19 23 21 22 23 24 26 26 27 28 29 leaf_value=0.0425799 -0.0210866 0.0581799 0.0121111 0.0525398 0.0500461 -0.0168118 -0.0310031 0.040782 -0.0047111 -0.0173972 -0.0363724 0.0137457 -0.0363417 0.0474998 0.00534088 0.00553208 -0.0310792 -0.0271702 0.00781188 -0.026459 -0.027955 -0.0219861 0.0189417 0.017654 -0.033675 -0.0279377 0.046411 -0.0401627 0.038627 0.0131754 leaf_count=717 1143 346 1123 282 155 304 284 208 838 9129 639 374 145 4009 577 308 154 133 814 971 125 1858 305 2018 1012 106 118 9917 547 347 internal_value=0 -0.0439688 -0.072497 -0.0928425 0.148325 0.235646 0.311454 0.365928 0.0036738 -0.205515 -0.0105107 0.0144751 -0.004873 0.433585 -0.246485 0.148894 -0.119632 0.0510463 0.0584744 -0.070332 0.123636 -0.154968 0.0417368 0.148424 -0.168012 -0.0448859 0.153475 -0.36862 0.27316 -0.0568447 internal_count=39006 28396 27679 27333 10610 6415 5162 4858 4195 20746 1253 6587 6305 4350 19623 1693 1098 341 4073 1785 2288 2232 459 2143 2502 508 224 10494 855 1490 Tree=411 num_leaves=31 split_feature=49 49 44 44 78 91 31 42 29 63 85 39 30 10 69 66 42 10 8 53 39 47 14 14 53 92 33 53 43 19 split_gain=17.2548 14.6515 15.4189 15.2578 11.9 12.8405 10.1916 10.4754 8.60871 6.9022 8.21316 7.14083 8.41449 6.05909 5.76378 5.6636 11.7799 5.66709 7.21767 6.83441 5.50657 5.40578 4.85056 6.38781 6.83425 4.82782 4.74394 4.60956 6.48895 5.90645 threshold=5 4 1 3 3 0 5 5 1 1 5 0 1 0 0 0 1 1 2 0 2 4 1 0 0 1 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 21 -4 13 6 -6 -8 -9 27 -11 15 14 -5 -13 22 26 19 -19 -18 -7 -3 -12 24 -24 -20 -17 28 -10 -30 right_child=1 2 3 4 5 20 7 8 9 10 11 12 -14 -15 -16 16 17 18 25 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_parent=0 1 21 3 13 6 20 7 8 28 10 22 14 12 13 14 26 19 18 25 19 20 21 24 23 24 25 26 27 29 29 leaf_value=0.0562794 0.0450426 -0.0386557 0.0666683 0.0142946 0.0306285 0.0101075 0.0570559 -0.0347041 -0.0422144 0.0411683 0.0329374 -0.0283773 -0.0206022 0.0985631 0.0638944 0.0527658 0.0296281 0.042518 0.0200495 -0.0233069 -0.0306553 0.0222261 0.013226 -0.0366259 -0.0176588 -0.0253006 -0.01231 -0.00646263 0.0582008 0.0127022 leaf_count=149 219 130 121 185 367 752 128 1818 152 280 434 171 9789 101 157 253 402 158 214 357 7417 1484 1845 569 1472 5333 112 2267 245 1925 internal_value=0 -0.0370972 -0.0468718 -0.0688448 -0.0763765 -0.0838928 -0.0572728 -0.0692353 -0.0764521 -0.0622708 -0.0894026 -0.0988397 -0.18092 0.504354 0.331979 -0.0478063 -0.110744 -0.154305 -0.201654 0.0625498 -0.263113 0.185936 0.0378002 0.000448192 0.04457 -0.227071 0.335658 0.0570676 0.152993 0.204087 internal_count=39006 38857 38638 37024 36903 36617 28448 28081 27953 26135 21546 21266 10117 286 328 11149 6829 6464 5705 759 8169 1614 4320 3886 3317 5547 365 4589 2322 2170 Tree=412 num_leaves=31 split_feature=89 89 89 89 29 29 89 18 89 87 46 68 46 46 67 74 75 1 57 1 57 39 77 24 77 83 31 24 31 15 split_gain=28.836 29.3392 29.2369 26.9965 28.5107 28.5637 25.5027 26.3376 26.3531 22.5106 21.1484 18.5406 19.5177 19.7383 15.4795 14.7076 14.1987 13.7159 14.0262 10.6062 9.61218 8.72439 8.65754 10.2629 9.22111 9.17986 8.5533 8.15393 7.3089 7.24077 threshold=5 6 7 4 1 2 3 2 2 0 3 4 2 4 4 4 0 2 4 3 6 0 1 1 2 1 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 15 -6 -7 -8 28 10 -10 -12 21 -14 -15 -5 -11 -16 -19 -20 -21 -13 23 26 -24 -26 -22 -18 -9 -30 right_child=1 2 3 4 5 6 7 8 9 16 11 12 13 14 17 -17 27 18 19 20 22 -23 24 -25 25 -27 -28 -29 29 -31 leaf_parent=0 1 2 3 15 5 6 7 28 10 16 11 21 13 14 17 15 27 18 19 20 26 21 24 23 25 25 26 27 29 29 leaf_value=0.0733687 0.0675515 0.0838119 0.0498039 -0.0389735 0.0500959 0.0455125 0.044351 0.0449957 0.0540627 -0.0327007 0.0618165 0.0123451 0.0601689 0.0462053 0.0267063 0.0212071 0.00946081 0.0614805 0.0381957 0.0577064 0.0642156 0.0711708 0.0120267 -0.0135186 0.0243665 -0.0203543 0.00502626 -0.0218195 0.0334416 -0.0186352 leaf_count=156 189 104 292 113 297 310 405 388 177 9619 113 228 113 178 371 2327 619 151 138 103 101 114 285 702 266 19280 218 1313 162 174 internal_value=0 0.00550764 -0.00293257 -0.00971726 -0.020178 -0.0498601 -0.0618754 -0.0735543 -0.0858864 -0.104802 -0.0604962 -0.0727626 -0.0823096 -0.0994478 -0.110026 0.172699 -0.237642 -0.120346 -0.134093 -0.141623 -0.14985 0.328458 -0.155304 0.00112047 -0.178305 -0.193028 0.24521 -0.0715481 0.25946 0.0763119 internal_count=39006 38850 38661 38557 38265 35825 35528 35218 34813 34089 22538 22361 22248 21906 21793 2440 11551 21615 21244 21093 20955 342 20852 1021 19831 19546 319 1932 724 336 Tree=413 num_leaves=31 split_feature=52 66 52 66 63 63 63 42 42 61 83 37 16 55 58 46 13 13 85 78 53 63 63 61 73 31 77 36 31 31 split_gain=34.9452 29.653 19.4465 16.6645 16.177 15.663 14.2988 14.0251 9.13545 8.85096 8.55677 7.78228 9.25963 6.80648 6.77496 6.53168 7.13066 6.52701 7.62095 6.39421 6.68482 6.28148 9.13597 6.22624 6.16295 5.93871 5.88976 5.62449 5.25627 4.83316 threshold=5 0 4 1 0 1 2 1 2 0 1 0 1 2 2 1 0 1 0 1 2 3 4 0 1 2 1 1 5 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 9 -3 25 7 28 -7 -5 -9 -2 -10 12 -12 -11 -14 -16 19 18 -18 -17 -21 -8 -23 -20 -22 -4 -13 -26 -6 -15 right_child=1 2 3 4 5 6 21 8 10 13 11 26 14 29 15 16 17 -19 23 20 24 22 -24 -25 27 -27 -28 -29 -30 -31 leaf_parent=0 9 2 25 7 28 6 21 8 10 13 12 26 14 29 15 19 18 17 23 20 24 22 22 23 27 25 26 27 28 29 leaf_value=0.0985667 -0.0343885 0.0778756 0.0265404 -0.0346107 -0.0586032 0.00436741 -0.00602606 -0.0451078 -0.0511631 0.0405791 0.038825 -0.0429759 0.0635718 0.021267 -0.0262502 -0.0253569 -0.00701106 -0.0147019 -0.0117682 -0.0169269 0.0610881 0.00368374 -0.0475824 0.0587887 -0.00715996 -0.0212321 0.00463402 0.0266152 0.00843963 -0.0182536 leaf_count=112 9357 136 322 719 111 1258 590 214 126 199 732 276 101 336 236 170 396 1579 148 205 207 372 2597 168 317 5808 1659 2275 3136 5144 internal_value=0 -0.0269764 0.0173468 0.00863343 0.0392172 -0.0607887 -0.185038 0.104115 0.124724 -0.210899 0.1357 0.145019 0.183052 -0.116676 0.142392 0.127566 0.146187 0.0101046 0.166385 0.207238 0.230659 -0.310392 -0.388342 0.408199 0.260305 -0.179389 -0.00132075 0.226814 0.0677224 -0.148187 internal_count=39006 38894 23858 23722 17592 8064 4817 9528 8809 15036 8595 8469 6534 5679 5802 5701 5465 2291 712 3174 3004 3559 2969 316 2799 6130 1935 2592 3247 5480 Tree=414 num_leaves=31 split_feature=35 39 35 35 16 76 36 54 0 54 36 25 39 48 85 23 67 86 14 16 41 75 57 32 72 37 56 87 47 16 split_gain=23.462 13.28 10.0323 8.68612 7.9395 8.46746 6.70585 6.48089 5.94507 5.86845 6.34416 8.88122 6.34602 5.35119 8.03572 5.58495 5.14811 5.08508 4.59011 5.59954 4.84544 3.86435 3.8237 3.86983 4.09518 4.12513 3.8161 4.36685 4.0177 3.75999 threshold=0 0 1 2 3 2 1 2 2 2 1 0 0 1 1 5 1 1 0 1 0 0 1 0 1 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 9 18 -1 -6 22 -3 -8 -2 11 -11 -12 -5 -15 -16 -17 -10 19 21 -21 -4 -7 24 -24 -26 28 -28 -19 -9 right_child=2 7 3 13 5 6 8 29 17 10 12 -13 -14 14 15 16 -18 26 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_parent=4 9 7 21 13 5 22 8 29 17 11 12 11 12 14 15 16 16 28 18 20 20 21 24 23 25 25 27 27 28 29 leaf_value=0.0543603 0.0411432 0.023359 0.0710782 0.0608044 0.0776437 -0.0460141 0.0429174 0.00266533 0.00608567 5.24378e-05 -0.00653244 0.086117 -0.0393342 0.0576089 0.0654395 0.0498629 0.00328893 0.0343687 -0.0292908 0.0073465 -0.036059 0.0052434 -0.0368966 -0.0166822 0.0386177 -0.00914073 -0.0164945 -0.0386381 -0.0172399 -0.0333524 leaf_count=116 217 370 172 288 101 133 224 787 1387 578 2046 153 2124 324 133 196 1562 494 544 950 491 130 106 339 696 261 8205 2550 501 12828 internal_value=0 -0.138924 0.0639035 0.147777 -0.0714857 -0.0851241 -0.0957386 -0.279551 -0.135239 -0.060409 -0.0924935 0.145438 -0.165955 0.253697 0.207907 0.133178 0.0890437 -0.149206 0.00504324 0.0679902 -0.00986751 0.423939 0.0898716 0.133188 0.219889 0.280143 -0.182099 -0.207358 0.0553349 -0.307378 internal_count=39006 29098 9908 4790 15113 14997 14896 13985 13361 5118 4901 731 4170 2503 2215 1891 1758 13137 2287 1743 1441 302 1535 1402 1063 957 11750 10755 995 13615 Tree=415 num_leaves=31 split_feature=16 56 14 24 85 67 88 66 71 71 47 25 42 69 24 87 0 72 41 23 44 10 59 17 70 61 14 85 35 23 split_gain=19.6792 18.6815 16.5104 25.1988 16.3223 13.4456 12.861 11.8819 12.4556 16.4193 13.518 10.3431 9.13769 8.72739 8.72477 8.18365 8.16833 8.08502 8.06354 7.72736 7.34047 7.49815 7.33761 6.80328 6.40134 6.02725 5.45288 5.39724 5.38602 6.78503 threshold=2 2 0 0 0 2 0 0 0 1 2 0 1 0 1 0 1 2 0 0 1 1 0 0 1 0 4 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 4 -3 -4 11 22 13 -10 -11 14 25 18 17 -15 -16 -5 26 -19 -18 -22 -7 -21 -23 -6 -9 -12 29 -14 right_child=1 2 5 6 12 7 -8 8 9 10 27 -13 28 15 16 -17 20 19 -20 23 21 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 4 5 17 25 22 6 26 9 10 27 11 29 15 16 15 20 19 18 23 21 24 22 23 24 25 26 27 28 29 leaf_value=-0.0383377 -0.0480854 -0.0270208 -0.0485143 0.0220086 0.00331112 0.00425155 -0.0115777 -0.0188377 0.00322133 -0.0128989 0.0411097 -0.0163357 -0.0456861 -0.0347234 0.0273286 0.00386352 0.0375169 0.00691906 -0.0110743 -0.00736424 0.0272196 -0.0195947 -0.022708 -0.0415988 0.0065788 0.0521378 0.016439 0.0228082 -0.0340856 0.0026594 leaf_count=1201 1127 10032 159 358 175 3557 2458 105 1020 184 1150 1363 150 410 771 405 261 1121 557 1742 480 311 575 518 4079 153 2219 662 561 1142 internal_value=0 0.0331317 0.037237 -0.0014529 -0.145805 0.0858218 0.0342484 0.0918697 0.136858 0.215146 0.297897 0.0561166 -0.0104745 0.0684645 0.0698909 -0.104942 0.106473 -0.00419246 0.109001 -0.038067 0.0837519 0.0704721 0.0233219 -0.115991 0.0499824 0.253815 0.145465 0.340299 -0.0849299 -0.0268419 internal_count=39006 37805 36678 25675 12213 11003 13462 10844 6712 3016 1996 11004 2181 3696 9641 815 5902 3739 2881 3381 5131 4870 4132 2260 4390 328 2324 1812 1853 1292 Tree=416 num_leaves=31 split_feature=25 39 63 63 63 69 76 42 42 39 39 55 13 39 66 67 0 14 61 0 32 31 66 15 31 49 14 24 66 42 split_gain=19.5974 13.9481 14.1354 14.5781 12.2936 12.0034 10.9075 10.0459 9.83985 10.0465 9.31402 9.2608 8.5689 7.85705 9.76509 11.0292 7.84459 7.79756 7.74136 7.53205 6.67119 6.62733 6.27774 6.12005 5.48397 5.54223 5.38652 5.3633 5.28485 5.5735 threshold=0 0 0 1 2 0 4 1 1 1 2 1 0 3 2 1 1 0 0 2 0 10 0 1 0 1 0 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 5 12 26 7 -3 -1 23 28 -11 -7 -4 22 -15 -16 -6 -9 -14 -17 -2 -18 27 -8 25 -13 -5 -12 -10 -30 right_child=20 6 3 4 16 11 8 17 9 10 13 24 18 14 15 19 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=7 20 6 12 26 16 11 23 17 28 10 27 25 18 14 15 19 21 17 18 19 20 21 22 23 24 25 26 27 29 29 leaf_value=0.0125606 -0.0268064 -0.0620239 -0.0300758 -0.0333093 0.0421579 0.0465237 -0.000839762 -0.032018 0.00546987 -0.000174496 0.0466528 0.042051 0.015234 0.044418 0.0581232 0.0497464 0.0492833 -0.00931663 -0.0315312 0.0105401 -0.00342793 0.00982047 -0.00782484 0.0255201 -0.0251588 -0.000791577 0.00628801 0.00779719 0.0350047 -0.0110021 leaf_count=404 5809 118 1762 705 314 254 367 5397 1767 2764 145 161 523 501 175 155 105 1313 330 3022 2313 1968 1125 1416 794 1159 229 493 103 3315 internal_value=0 0.0413978 -0.0198826 0.050402 0.113106 -0.10588 0.0774445 -0.179084 0.0813769 0.0610662 0.0976375 0.0500256 -0.130262 0.137749 0.182522 0.150581 0.160072 -0.225152 0.021319 0.125985 -0.165164 0.123288 0.0323296 0.20392 -0.0163455 0.0641149 -0.160894 0.146734 -0.0199369 -0.0870623 internal_count=39006 30884 15418 5936 3321 9482 15466 7114 15348 13565 8380 2368 2615 5616 3853 3352 2387 6710 853 3177 8122 2073 1763 1783 2114 1320 934 638 5185 3418 Tree=417 num_leaves=31 split_feature=87 66 41 66 17 52 24 14 85 24 41 7 47 24 23 55 40 87 39 53 17 91 66 39 63 47 14 59 7 91 split_gain=24.1184 14.9913 11.835 10.6732 9.39834 9.45041 8.25712 7.92075 12.3033 6.7868 6.65759 7.20723 6.55666 6.52881 8.12278 9.88236 6.39544 6.12438 5.76591 5.55786 5.54368 4.32554 4.1967 3.96994 3.91895 3.82964 3.80984 3.72928 5.98489 3.88751 threshold=0 0 4 1 0 2 6 0 0 8 0 1 0 9 0 1 1 1 0 0 1 1 0 0 0 1 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 7 -2 10 5 24 -7 8 18 -8 -3 -12 16 -11 21 -16 -10 23 -1 -13 22 26 25 -17 -4 -6 -15 28 29 -9 right_child=2 3 4 -5 20 6 9 27 12 13 11 19 -14 14 15 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=18 2 10 24 3 25 6 9 29 16 13 11 19 12 26 15 23 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0420529 0.0914153 -0.0172445 0.0346138 -0.0315677 0.0581236 0.0454287 0.0549115 0.0409125 0.0690809 0.0634127 0.0820641 0.0379877 -0.022153 0.0137593 0.0395107 -0.0437897 0.0085742 -0.00176996 -0.0113234 -0.0251958 -0.0317725 0.00776418 -0.0199495 -0.0125394 0.100557 0.00368379 0.058759 0.0295433 -0.0293493 0.00455502 leaf_count=4202 120 2986 182 12017 106 273 147 212 141 127 187 261 578 231 352 1358 1071 2367 1609 754 1561 2920 1069 1015 124 531 153 424 409 1519 internal_value=0 -0.119885 0.061657 -0.231244 0.0520096 0.0891532 0.0721074 -0.0294773 -0.114498 0.0530877 -0.041783 0.205946 0.0540667 0.0404434 0.0300216 -0.0640631 0.159671 -0.108272 -0.269919 0.0408605 -0.125812 0.113277 -0.00832288 -0.26054 0.560168 0.135625 0.333914 0.0838823 0.0338326 0.098026 internal_count=39006 26370 12636 16205 12516 9249 8943 10165 7601 8670 4188 1202 1790 8523 8396 5092 1212 4740 5811 1015 3267 3304 1706 2373 306 637 384 2564 2140 1731 Tree=418 num_leaves=31 split_feature=33 33 69 88 66 38 35 75 14 32 37 14 91 10 61 15 33 31 91 61 7 32 66 24 23 91 71 66 39 86 split_gain=74.5101 25.6036 10.501 7.92924 6.50562 5.80321 5.21886 4.16676 4.07866 2.36469 2.35739 2.08776 2.08339 2.03789 1.82314 1.62125 1.53589 1.47663 1.39085 1.29257 1.26944 0.993879 0.880176 0.838795 1.00083 0.689935 0.63785 0.283073 0.254251 0.207716 threshold=0 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0 2 6 0 0 0 0 2 0 0 0 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=17 11 3 4 16 -6 7 8 12 26 18 14 22 21 -2 -8 -3 -1 -11 -14 25 -5 -7 24 -13 -18 -4 -24 -22 -19 right_child=1 2 9 13 5 6 15 -9 -10 10 -12 23 19 -15 -16 -17 20 29 -20 -21 28 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_parent=17 14 16 26 21 5 22 15 7 8 18 10 24 19 13 14 15 25 29 18 19 28 21 27 23 24 25 26 27 28 29 leaf_value=-0.0149421 0.0134957 0.00823625 -0.049586 -0.0249991 -0.0352353 0.0517289 0.00127472 -0.0126623 0.0616594 -0.0101451 -0.0341997 -0.0158012 -0.0217796 -0.0535785 -0.0412431 -0.0471393 0.031817 -0.0424532 0.0308545 0.0212847 0.0543349 0.00900695 0.0339367 -0.0488489 -0.0439345 0.0503544 -0.0200366 0.0153964 0.0692899 -0.0486966 leaf_count=529 338 155 340 118 216 129 124 138 251 162 331 585 105 192 380 111 328 3394 148 107 261 160 126 2846 1529 266 227 126 103 25181 internal_value=0 0.046399 0.156577 0.225583 0.279158 0.15928 0.217937 0.297375 0.365905 -0.170149 -0.0351707 -0.342358 0.23411 -0.159297 -0.0843357 -0.160764 0.439928 -0.470725 0.118626 0.0137582 0.469718 -0.0440982 0.350965 -0.403656 -0.310956 0.393939 -0.385857 0.250875 0.59558 -0.479531 internal_count=39006 9902 4224 3016 2546 1433 1217 982 844 1208 641 5678 593 470 718 235 1113 29104 310 212 958 278 381 4960 2114 594 567 252 364 28575 Tree=419 num_leaves=31 split_feature=2 59 59 14 59 10 59 10 10 59 58 56 31 58 61 61 13 14 10 43 70 47 66 88 10 56 92 33 24 35 split_gain=35.6042 27.9361 23.6299 19.7655 18.1195 16.9686 15.0211 12.1272 14.6176 12.105 11.0073 10.0453 10.1276 12.1074 9.87533 9.92157 9.54162 9.3891 8.95412 8.31372 6.50437 6.38473 5.97987 5.8003 5.63862 5.31266 5.08712 5.04163 4.99899 5.46481 threshold=0 0 1 0 2 0 3 1 2 4 3 2 1 1 0 1 0 1 4 0 1 0 0 0 3 1 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 20 10 -4 14 -6 23 -9 -8 -1 -12 21 19 -2 -16 27 -5 -10 -14 -3 -13 -18 -7 -20 -22 -27 -15 29 -24 right_child=5 2 4 17 6 7 9 8 18 -11 11 12 13 16 15 -17 22 -19 24 -21 25 -23 28 -25 -26 26 -28 -29 -30 -31 leaf_parent=10 14 20 4 17 6 23 9 8 18 9 11 21 19 27 15 15 22 17 24 19 25 21 29 23 24 26 26 27 28 29 leaf_value=0.0693359 0.020041 0.020589 -0.00559733 -0.0149477 -0.0120651 0.0201542 -0.00658502 -0.0058881 -0.0113082 0.0408284 0.0400429 0.0308374 0.00173892 -0.00298657 0.0140588 -0.0219221 -0.0430798 -0.0439249 0.00495824 0.0692716 0.0136643 -0.00509236 -0.0143124 -0.0161563 0.0456386 0.0276137 -0.021315 -0.0239233 -0.0262091 0.054736 leaf_count=112 1078 418 824 3406 250 450 219 321 108 1832 267 833 600 4763 729 1350 3228 4702 144 176 305 1116 459 365 3395 128 2448 2038 2705 237 internal_value=0 -0.0325264 0.0805698 -0.113308 0.187905 0.165044 0.282444 0.259193 0.327178 0.348242 -0.0524089 -0.063453 -0.0798964 -0.118195 0.0263916 -0.0815591 -0.148241 -0.295266 0.390517 0.256998 -0.0922245 0.128021 -0.283989 0.0287825 0.42514 -0.136919 -0.182665 -0.0775544 -0.164362 0.108277 internal_count=39006 31066 6424 24642 3125 7940 2301 4783 3968 2051 16534 16422 16155 14206 3157 2079 13430 8108 3647 776 3299 1949 6629 815 3539 2881 2576 6801 3401 696 Tree=420 num_leaves=31 split_feature=31 31 42 85 85 68 13 68 19 10 23 61 38 43 69 66 75 92 56 38 58 63 76 10 74 59 63 69 53 71 split_gain=16.009 9.8563 9.58063 9.20769 13.9634 8.15598 8.14145 7.3846 6.81222 6.79521 6.9035 7.26511 6.87205 6.76425 6.3742 6.35219 6.31386 6.199 6.08645 5.79619 5.64227 5.35982 5.88841 5.54321 5.35393 5.22595 4.81668 4.81191 5.63215 5.23975 threshold=0 1 2 0 1 2 0 1 0 1 0 0 1 0 0 2 2 1 1 1 1 1 1 1 0 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 19 -3 9 8 24 25 -7 -5 13 11 12 -11 -1 -8 -9 -17 -18 -14 -2 -21 -19 -23 -24 -4 27 -12 -6 29 -29 right_child=1 2 5 4 6 7 14 15 -10 10 26 -13 18 -15 -16 16 17 21 -20 20 -22 22 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=13 19 2 24 8 27 7 14 15 8 12 26 11 18 13 14 16 17 21 18 20 20 22 23 23 24 25 26 29 28 29 leaf_value=0.0212078 0.0244901 0.0531494 0.0183024 -0.0263959 0.0666083 0.0251206 -0.0171679 0.0349661 0.0105278 0.0730066 -0.0365726 -0.0298173 0.0650524 -0.0359959 0.0111233 0.0281177 0.0274848 0.012514 -0.00767451 0.0291694 -0.0183397 0.0381384 0.00690114 -0.0191694 0.080766 -0.00866178 -0.0128996 0.0483555 -0.010227 -0.0110767 leaf_count=980 451 210 179 4499 201 789 2438 412 607 117 6107 2442 163 465 1885 411 312 850 2661 265 4068 145 538 3869 119 327 2446 543 317 190 internal_value=0 0.0484243 0.096739 -0.0958684 -0.0211479 0.0760566 0.0789502 0.0543814 -0.189269 -0.169663 -0.204202 -0.0971573 0.0121947 0.0645098 -0.0198765 0.0153323 -0.00836576 -0.0374922 -0.0325252 -0.0947247 -0.142182 -0.0666682 -0.111584 -0.13528 0.446011 0.23735 -0.292286 0.318079 0.231636 0.363279 internal_count=39006 12618 7834 26388 11007 7624 5901 7326 5106 15381 13936 5383 2941 1445 4323 6537 6125 5714 2824 4784 4333 5402 4552 4407 298 1578 8553 1251 1050 733 Tree=421 num_leaves=31 split_feature=89 67 12 42 13 13 13 89 89 36 36 70 88 43 83 71 89 68 35 67 67 61 66 86 6 89 14 7 87 19 split_gain=39.1219 26.6115 26.488 25.859 21.5396 24.1172 23.9402 17.4091 14.5469 14.3833 16.2775 16.2226 12.8408 11.5522 10.4006 9.56812 8.59113 7.44012 7.32049 6.7082 6.98894 6.71587 6.54421 6.20735 6.13618 6.66935 6.71546 6.00076 5.91569 5.80708 threshold=8 6 10 1 0 1 2 6 5 2 1 4 0 2 1 0 3 3 0 4 1 0 0 1 2 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 29 7 15 13 -5 -9 -10 27 -12 14 -7 -13 28 -16 -18 -8 -19 21 22 -21 -14 -22 -26 -27 -11 -6 -4 right_child=1 2 3 4 5 6 18 8 9 10 11 12 23 -15 16 -17 17 19 -20 20 24 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_parent=0 1 2 29 7 28 13 18 8 9 27 11 14 23 13 16 15 17 19 18 22 24 21 22 23 25 26 26 27 28 29 leaf_value=0.103891 0.0918932 0.0713999 -0.0378023 0.0751266 0.0169992 0.0513073 -0.0482836 0.0693794 0.0327937 0.0306581 0.0652742 0.0439317 -0.0137249 -0.00815565 0.0434981 -0.013099 0.0425557 0.0344303 -0.0201398 0.0542308 0.0266805 -0.0167155 0.00471848 0.0156211 0.0117294 -0.0114081 -0.0299724 0.00948229 -0.00889315 -0.0119893 leaf_count=100 100 161 2880 105 2593 209 5455 100 730 811 117 183 533 2311 120 1949 100 125 1577 220 120 374 345 3171 508 7557 3203 1520 960 769 internal_value=0 0.00579096 0.000123802 -0.00713638 0.0125229 -0.0899301 -0.225681 0.0572206 0.0495612 0.04259 0.0268598 -0.0076539 -0.0175401 -0.00164144 -0.0576836 0.0344162 -0.0688579 -0.0781677 -0.382124 -0.0863809 -0.0951833 0.0943535 0.241169 0.11312 -0.116448 -0.126717 -0.144717 0.182153 0.11199 -0.267128 internal_count=39006 38906 38806 38645 34996 15054 9552 19942 19837 19737 19007 16676 16559 2520 12855 5502 12672 12552 7032 12452 12327 939 565 3704 11388 11268 10760 2331 3553 3649 Tree=422 num_leaves=31 split_feature=52 66 52 66 63 7 42 16 61 42 70 10 40 40 63 7 12 13 35 47 88 14 63 19 37 75 87 31 3 39 split_gain=27.6868 26.4506 17.8636 14.727 12.8515 14.5014 11.9726 8.95095 8.60206 8.50701 7.76973 7.85773 7.15725 7.0884 7.08032 6.79752 6.66601 7.23395 8.89662 6.65634 6.50311 5.99669 5.97717 5.93502 5.0627 5.87792 4.80218 4.85024 4.65104 4.52817 threshold=5 0 4 1 0 0 1 1 0 2 3 0 2 1 1 1 1 0 0 3 0 0 1 0 0 0 0 2 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 8 -3 26 6 14 -5 24 -2 -9 -11 12 -12 -10 -6 22 28 20 -19 -15 -18 23 -7 -17 25 -8 27 -4 -14 -21 right_child=1 2 3 4 5 15 7 9 13 10 11 -13 16 19 -16 21 17 18 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 8 2 27 6 14 22 25 9 13 10 12 11 28 19 14 23 20 18 18 29 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0916953 -0.033101 0.0752218 0.033758 -0.0328426 -0.00531882 0.00649503 0.025563 -0.0531271 0.0148829 -0.0414213 0.0447381 -0.0081043 0.0408676 0.045562 -0.0326238 0.0308773 0.0201782 -0.0231965 0.0155511 0.00176543 -0.0084708 -0.010646 -0.0281481 0.00199534 0.00186468 0.0643242 -0.0356257 -0.0139342 -0.013874 -0.0274238 leaf_count=107 9389 134 233 704 1864 660 548 187 831 122 259 1586 494 103 3346 587 2296 1680 520 812 487 398 662 522 339 204 1989 3946 114 3883 internal_value=0 -0.0211167 0.0205857 0.0121842 0.0410042 -0.0491254 0.0986743 0.117266 -0.197667 0.0820879 0.0936048 0.106548 0.142887 -0.103689 -0.200475 0.0501901 0.118545 0.0834056 -0.06043 -0.173402 0.148967 0.128227 -0.0993479 0.194984 0.29337 0.369973 -0.165669 -0.10278 0.330699 -0.206938 internal_count=39006 38899 23881 23747 17579 8039 9540 8836 15018 7745 7558 7436 5850 5629 5210 2829 5591 4983 2200 4798 2783 1507 1322 1109 1091 752 6168 4179 608 4695 Tree=423 num_leaves=31 split_feature=80 87 16 77 28 76 16 6 6 36 16 16 54 16 16 41 86 68 91 58 35 36 63 38 15 41 47 10 15 73 split_gain=19.8703 19.6469 11.7939 10.2981 11.5755 10.0269 10.1301 9.42737 8.30649 8.00527 8.55592 8.12773 8.62826 7.83975 5.47596 5.39888 5.22917 5.71663 5.15277 5.10439 5.01029 4.64017 4.29299 4.20988 4.20477 4.18052 4.03777 3.84512 3.76101 3.56493 threshold=3 0 5 3 1 2 4 2 2 1 1 3 2 3 2 1 2 1 0 2 0 2 1 1 0 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 -4 15 -6 -7 -3 25 18 23 28 26 -9 -14 -5 -16 -18 27 -19 -15 -21 -20 -11 -17 -8 -13 29 -12 -10 right_child=1 7 3 4 5 6 8 13 9 10 11 12 14 20 16 24 17 19 22 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 2 7 3 15 5 6 25 13 29 23 28 26 14 20 16 24 17 19 22 21 20 21 22 23 24 25 26 27 28 29 leaf_value=0.127652 0.0670966 0.0568135 0.0561446 0.0605554 0.0679755 0.0531321 0.0572385 0.0427171 -0.0382081 0.0467048 0.0528826 -0.0173339 0.00795454 -0.0339542 0.0291961 0.0296235 0.00584802 0.0455924 -0.016228 0.0144441 -0.0139569 -0.0275563 0.0476308 0.00209014 -0.00419531 -0.0168025 0.0451087 -0.0249834 -0.0127969 0.0123746 leaf_count=104 113 154 196 400 159 171 215 120 139 196 111 217 502 9451 320 728 937 157 155 531 2867 15517 471 1688 1102 124 258 651 116 1136 internal_value=0 -0.0564878 -0.00494947 -0.0147772 -0.0249894 -0.052824 -0.0616998 -0.219659 -0.0729115 -0.0851965 -0.120049 -0.155432 -0.173121 -0.240998 -0.194219 0.216857 -0.215723 -0.227666 0.0725818 -0.251375 -0.262487 -0.26065 0.330668 0.0827396 0.138597 0.379257 0.245445 -0.00321872 0.297154 0.0733622 internal_count=39006 38902 26310 26197 26001 23771 23612 12592 23441 23102 20550 18666 18439 12438 17964 2230 17462 17142 2552 16205 12318 16048 626 1884 1830 339 475 1926 227 1275 Tree=424 num_leaves=31 split_feature=13 41 63 13 1 20 34 71 13 69 59 23 63 8 63 63 16 91 35 36 72 86 87 71 10 44 79 32 85 52 split_gain=18.0837 17.8746 13.4165 11.6664 11.3944 10.4711 10.0069 10.0241 9.22607 8.89654 8.73033 8.22567 8.20083 8.07871 8.66769 7.22214 7.21083 6.97425 6.94479 6.88365 7.67647 6.81767 6.29019 6.4188 5.51264 5.5624 5.66005 5.5026 5.14116 5.12512 threshold=0 0 9 1 1 1 0 5 2 5 0 2 8 2 0 0 2 0 0 1 1 1 0 0 1 1 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 -1 10 -4 21 7 -7 11 -10 18 -5 -9 -11 24 -12 -14 19 -2 28 -21 -6 23 -3 -15 -26 -27 -22 -18 -29 right_child=3 22 4 8 5 6 -8 12 9 13 15 -13 16 14 -16 -17 17 -19 -20 20 27 -23 -24 -25 25 26 -28 29 -30 -31 leaf_parent=2 18 23 4 11 21 7 6 12 9 13 15 11 16 24 14 15 28 17 18 20 27 21 22 23 25 26 26 29 28 29 leaf_value=0.0470404 0.00420303 -0.0373521 -0.040961 0.0221791 0.068121 0.044035 -0.0217616 0.0364978 -0.0302512 0.04693 -0.0419781 -0.00466436 -0.0500376 0.0314405 0.00281398 -0.00271449 0.00649665 -0.0171393 -0.0153403 0.0206781 -0.00333322 0.0145245 -0.00556659 -0.00965782 0.0445973 0.0388106 0.0107359 -0.0184706 -0.0323759 0.0138336 leaf_count=133 3291 3717 1098 413 122 136 2176 135 152 190 966 2480 364 460 2458 755 196 1646 1138 849 5764 729 1162 1077 176 195 4536 181 889 1422 internal_value=0 -0.037658 -0.00625002 0.0545012 -0.0158568 -0.0057811 -0.0199883 -0.00093074 0.082128 0.10795 -0.0230086 -0.00682667 -0.0103048 0.114913 0.107466 -0.22423 -0.0195141 -0.0130394 0.00729738 0.006233 0.0228891 0.257408 -0.200491 -0.277345 0.143912 0.128172 0.118865 0.000716754 -0.196623 0.0969041 internal_count=39006 21796 15840 17210 15707 14609 13758 11582 11060 8167 6150 2893 11446 8015 7825 1721 11311 10947 4429 9301 8216 851 5956 4794 5367 4907 4731 7367 1085 1603 Tree=425 num_leaves=31 split_feature=25 56 84 13 56 13 47 47 23 23 63 69 31 23 75 23 7 28 54 90 13 84 39 52 42 47 63 38 47 23 split_gain=18.3579 12.4878 11.5884 14.1509 13.082 11.2236 11.3019 9.39978 14.4909 10.8027 9.80494 7.95684 7.2969 7.81429 9.07827 12.6904 7.53008 7.12708 10.074 6.91937 6.384 6.24274 6.1011 6.05976 5.8672 6.44766 5.61402 7.78233 5.56562 8.93929 threshold=0 2 0 0 1 1 4 0 0 0 1 5 3 1 0 2 2 1 1 1 4 0 0 2 1 3 0 1 5 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 3 4 -3 -5 -7 9 -9 22 -10 -4 -12 -14 15 -15 -17 18 -8 -13 -2 -22 -6 -21 -19 -26 27 -18 29 -27 right_child=20 2 11 5 7 6 17 8 10 -11 12 19 13 14 -16 16 26 24 -20 23 21 -23 -24 -25 25 28 -28 -29 -30 -31 leaf_parent=1 20 4 11 5 22 6 18 8 10 9 12 19 13 15 14 16 27 24 18 23 21 21 22 23 25 29 26 27 28 29 leaf_value=-0.0461457 0.0336202 -0.0456327 0.0428694 -0.00647091 -0.0175409 -0.0200376 0.0696125 -0.0234156 -0.0301783 -0.0285207 -0.0391252 -0.0321707 -0.00589282 -0.00848738 -0.00785313 0.0718897 0.033106 0.0225264 0.00993569 -0.0186391 -0.0273029 -0.00242836 0.00885375 0.0117704 -0.0190793 0.0595177 0.0324004 -0.0257116 0.00728291 -0.00504885 leaf_count=667 150 1174 288 3121 1603 632 148 1273 816 2671 236 261 1068 633 957 161 147 891 287 293 6672 1268 731 5818 548 205 764 621 4703 199 internal_value=0 0.0363935 0.040376 0.0134837 -0.0534918 0.0604839 0.0944216 -0.0359736 0.018018 -0.133973 0.0681852 0.109342 0.095925 0.112778 0.165756 0.222364 0.299863 0.112869 0.353634 0.0951281 -0.165775 -0.19207 -0.0207831 0.105019 0.0977338 0.072733 0.257641 0.0388522 0.0886353 0.331304 internal_count=39006 30916 30249 23589 12855 10734 7613 11681 6676 5005 5403 6660 4587 4351 3283 2326 1693 6981 435 6372 8090 7940 2334 6111 6546 5655 1532 768 5107 404 Tree=426 num_leaves=31 split_feature=31 24 24 48 71 13 59 24 15 24 24 31 24 86 91 59 24 65 41 59 47 24 84 51 69 75 25 44 24 47 split_gain=20.1888 11.795 9.95132 9.94528 9.62006 9.9213 8.71705 7.75508 10.5397 8.86556 7.65061 9.72138 6.38044 6.20594 6.07877 5.67538 5.47809 5.4409 5.19937 5.02877 6.31892 5.02046 4.70327 4.47116 4.34219 4.31835 4.26229 4.10889 4.11408 4.09769 threshold=0 0 6 1 0 3 2 1 0 9 0 1 8 1 1 0 1 0 0 1 0 7 0 1 4 0 1 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 -2 -3 5 -1 17 19 9 -9 -4 16 -11 -10 -14 -13 -12 -5 -6 20 -8 -16 -20 -23 -21 -18 -17 -25 -29 -15 right_child=2 3 10 6 18 -7 7 8 13 12 11 15 14 29 21 26 25 -19 22 24 -22 23 -24 27 -26 -27 -28 28 -30 -31 leaf_parent=5 2 3 10 17 18 5 20 9 13 12 16 15 14 29 21 26 25 17 22 24 20 23 22 27 24 25 26 28 28 29 leaf_value=0.0440239 0.0586862 -0.0256129 -0.0442388 0.0634242 -0.00360532 -0.024012 0.0422182 0.089959 0.0247895 0.0706324 -0.0240965 -0.0437958 0.041475 0.00253722 0.0614693 0.0445886 0.021536 -0.00266618 0.00236426 0.0512014 -0.0294859 0.0596874 0.0580026 -0.0478744 -0.0117005 -0.0299076 -0.0207426 -0.00418558 0.01567 -0.0175873 leaf_count=148 125 1107 5600 189 2110 8671 244 120 594 115 1051 3634 387 1667 149 186 846 135 574 108 213 104 198 161 4200 236 934 1292 2032 1876 internal_value=0 0.00445499 -0.214123 0.0481417 -0.109254 -0.202699 0.0671962 0.0527391 0.0979195 0.185794 -0.238291 -0.16317 0.165433 -0.0108265 0.145544 -0.322488 0.00412097 0.440713 0.0469582 -0.0577071 0.21315 0.106072 0.300877 0.0862869 -0.0988572 0.129749 -0.0594073 0.0680518 0.0842586 -0.0594884 internal_count=39006 26394 12612 14693 11701 8819 13586 13262 8497 4360 12487 6887 4240 4137 4125 4754 2133 324 2882 4765 457 3738 772 3589 4308 1082 1120 3485 3324 3543 Tree=427 num_leaves=31 split_feature=85 69 74 59 24 42 41 16 7 85 66 79 91 15 35 32 32 24 90 7 13 84 32 91 15 24 32 66 32 21 split_gain=20.9043 13.1646 9.12467 7.30065 4.59343 7.49792 4.06428 4.1345 3.17945 4.07606 2.47963 2.85468 2.49678 2.4155 2.41397 2.26671 2.23291 2.00892 1.84403 2.09073 1.95875 1.78463 1.81426 1.90019 1.27506 1.25017 1.13765 0.974021 0.933825 0.893966 threshold=0 0 0 0 0 1 0 1 1 1 2 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 4 5 -1 7 -7 9 13 -9 12 14 -2 18 -6 -4 24 -12 20 -20 22 -3 25 -17 -24 -5 -14 -22 -8 right_child=8 21 16 26 15 6 29 10 -10 -11 11 -13 27 -15 -16 17 -18 -19 19 -21 28 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=5 13 22 16 26 15 7 29 10 8 9 18 11 27 13 14 24 16 17 20 19 28 21 25 23 24 25 26 27 28 29 leaf_value=-0.0581532 0.02784 -0.0392667 -0.0428383 -0.0401056 -0.020534 -0.0312198 -0.00253347 0.0479922 -0.0431119 -0.04816 0.0544118 -0.0194484 0.0531004 -0.0243066 -0.0165784 0.0429307 -0.00655832 -0.0166941 0.0479022 0.0384172 0.0276774 -0.0509551 -0.00770874 0.00622621 0.00133371 -0.0519102 -0.00940725 0.0227645 -0.00507064 -0.0357157 leaf_count=320 467 3201 2752 2467 2208 371 436 442 13737 1209 102 835 372 611 487 351 776 806 137 325 162 2301 421 629 277 637 578 180 1034 375 internal_value=0 -0.0886571 -0.0175551 0.0349827 0.07945 0.143813 0.177312 0.223224 -0.386751 -0.181126 0.253409 0.208205 0.24332 0.0381991 0.173627 -0.0874621 -0.32417 0.0741389 0.225764 0.176779 0.0784091 -0.344426 -0.27579 -0.136236 0.240173 -0.325059 -0.30453 0.43625 0.00806863 -0.122802 internal_count=39006 22982 15793 12265 9220 5578 5258 4447 16024 2287 4076 3634 2799 1078 2247 3642 3528 1434 1760 1658 1333 7189 4888 1687 628 1058 3045 552 1196 811 Tree=428 num_leaves=31 split_feature=59 60 59 32 85 10 8 10 31 32 2 41 2 24 41 2 56 21 85 56 69 47 34 48 92 34 71 41 75 75 split_gain=32.3902 28.9862 21.6264 17.1372 13.5249 12.6679 10.0744 9.96328 9.16554 8.93877 7.87441 7.49536 8.74621 7.44699 10.448 6.82865 6.51415 6.30793 6.2333 5.95598 5.79411 5.6421 5.76107 5.52881 5.36907 5.35599 5.15612 4.76889 4.47882 7.1358 threshold=0 1 12 0 0 7 1 8 1 1 0 0 0 0 0 1 3 0 3 2 0 1 0 1 1 1 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -2 5 13 -3 -6 -7 20 10 -5 12 19 16 -15 -14 -4 -8 -19 -10 26 -13 27 -24 -21 -25 -9 -23 -18 -30 right_child=2 3 4 9 6 7 17 8 11 -11 -12 21 15 14 -16 -17 28 18 -20 24 -22 22 23 25 -26 -27 -28 -29 29 -31 leaf_parent=1 2 5 16 10 6 7 17 26 19 9 10 21 15 14 14 15 28 18 18 24 20 27 23 25 24 25 26 27 29 29 leaf_value=0.0389809 0.0540504 0.0522898 0.0587622 -0.0196007 0.0306303 0.0485901 -0.0192481 0.0312418 0.0357643 -0.0352768 0.0139233 0.0200211 -0.0179005 -0.0177007 0.0160297 0.0261996 0.0251325 -0.0380751 0.00736262 0.0284646 -0.0110159 -0.00926474 0.0280835 -0.00908194 -0.0231317 -0.0540741 -0.0281688 0.0168029 0.0275855 -0.00852926 leaf_count=942 660 332 213 5040 334 272 1465 1205 145 4966 729 564 575 815 1086 591 2833 140 1177 265 530 1113 105 256 10707 205 215 435 513 578 internal_value=0 -0.0520703 0.122649 -0.0795334 0.0955386 -0.0230677 -0.0224761 -0.0377024 -0.0500258 -0.214493 -0.117039 -0.0818481 -0.144866 0.159464 0.0541991 0.077068 0.2203 -0.0711218 0.0236041 -0.196224 0.140899 0.0101359 -0.0463282 -0.225683 -0.213481 -0.313563 0.247984 0.0329232 0.196236 0.0786882 internal_count=39006 29192 9814 28250 9154 17515 3116 17183 16911 10735 5769 14961 12283 6038 1901 1166 4137 2782 1317 11117 1950 2678 2114 566 10972 461 1420 1548 3924 1091 Tree=429 num_leaves=31 split_feature=38 19 49 49 42 90 61 10 58 29 42 42 38 35 75 84 8 73 13 55 13 44 47 13 49 38 16 24 66 70 split_gain=17.2044 15.1771 12.5105 11.3868 9.3731 8.15923 9.10809 7.22905 6.78402 6.43254 6.18915 6.90414 6.31365 7.33837 6.02732 5.95297 6.40459 5.50575 5.46939 5.63706 4.7645 4.66909 4.62902 4.11459 3.92878 4.35175 4.36733 5.8333 4.5574 6.82945 threshold=5 0 3 2 5 2 0 2 1 1 1 3 3 0 0 2 2 2 2 1 0 1 1 0 1 2 1 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 23 -5 -6 7 20 -9 -3 22 -12 -13 17 -8 -10 -17 -14 -16 -20 -7 -19 -11 -4 -18 -26 27 -27 29 -28 right_child=1 9 3 4 5 6 14 8 15 10 11 12 13 -15 18 16 24 21 19 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31 leaf_parent=0 2 9 23 4 5 20 14 8 15 22 11 12 17 13 18 16 24 21 19 19 20 21 22 23 25 27 29 27 28 29 leaf_value=0.0612267 0.0429053 -0.0266961 0.00602891 0.0623584 0.0534239 0.00832501 -0.0284845 0.0202737 0.0208833 -0.0155091 0.0573134 0.041123 0.0509299 -0.0121371 0.0582457 0.028683 0.00247861 0.0325629 0.0349005 -0.0203701 0.0874617 0.00203064 0.0367165 0.0488943 0.0252595 0.0611667 0.0369327 -0.00967068 -0.0275258 -0.0159003 leaf_count=117 192 553 258 104 174 230 10003 812 450 113 132 166 235 2356 120 371 777 270 171 1575 126 3595 627 182 191 184 255 664 7838 6165 internal_value=0 -0.0400172 -0.0904729 -0.102458 -0.119315 -0.126054 -0.132714 -0.0821486 -0.0949187 0.0592331 0.0785389 0.0473359 0.0316545 0.0111976 -0.230775 -0.114239 -0.130873 0.0829461 -0.0523977 -0.111664 0.384957 0.0571492 0.284217 0.241471 -0.145427 -0.168099 -0.179613 0.0713821 -0.199511 -0.125252 internal_count=39006 38889 30842 30650 30210 30106 29932 18063 17707 8047 7494 6754 6622 6456 11869 16895 16445 4100 1866 1746 356 3865 740 440 16074 15297 15106 848 14258 6420 Tree=430 num_leaves=31 split_feature=1 42 1 46 1 29 46 13 13 13 68 36 46 4 36 6 40 71 68 83 19 29 67 68 88 1 79 35 19 19 split_gain=30.0865 28.1688 25.3085 26.9697 21.8618 21.1207 20.38 19.9661 17.184 19.5276 16.274 13.2066 11.9753 11.5533 12.9612 10.3043 9.23934 8.19139 7.36698 7.74422 7.13279 7.02126 9.25728 7.88741 7.18233 6.76781 6.39075 6.10857 6.4174 6.6284 threshold=6 1 2 5 3 2 4 0 1 2 4 1 3 1 2 2 2 0 2 1 0 1 3 3 4 1 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 20 -3 -4 -5 -6 -7 10 17 16 -8 -12 -13 -14 -15 -16 -10 -9 -17 -20 -2 -21 -23 -24 -25 -26 -18 -11 -29 -30 right_child=1 2 3 4 5 6 7 8 9 27 11 12 13 14 15 18 26 -19 19 21 -22 22 23 24 25 -27 -28 28 29 -31 leaf_parent=0 20 2 3 4 5 6 10 17 16 27 11 12 13 14 15 18 26 17 19 21 20 22 23 24 25 25 26 28 29 29 leaf_value=0.0920246 -0.0390249 0.0393081 0.0807572 0.0494714 0.049164 0.0622003 0.0608019 0.00638409 0.0692748 -0.048172 0.0161707 0.0476325 0.0255141 0.0253681 0.0339793 0.0217687 -0.0176224 -0.0172873 0.033731 0.0049385 -0.0104561 0.0412156 0.0384424 0.0491165 0.00638053 -0.0167647 0.0202416 -0.0457703 -0.0441742 0.0203797 leaf_count=100 2861 689 122 318 267 144 145 3334 101 5463 2162 153 645 633 182 298 1930 1899 214 1044 792 156 107 115 901 12263 416 1177 212 163 internal_value=0 0.007854 0.0281462 0.0135457 0.00610876 -0.00377973 -0.0133922 -0.0207647 -0.124805 -0.243977 0.0238574 0.0146015 -0.0156989 -0.0256055 -0.0426927 -0.0619568 -0.0274616 -0.0131031 -0.0739892 -0.086193 -0.264105 -0.0953982 -0.120341 -0.130823 -0.140234 -0.147356 -0.0787991 -0.388383 -0.213706 -0.0121358 internal_count=39006 38906 35253 34564 34442 34124 33857 33713 14695 9462 19018 18873 16711 16558 15913 15280 2447 5233 15098 14800 3653 14586 13542 13386 13279 13164 2346 7015 1552 375 Tree=431 num_leaves=31 split_feature=52 66 52 35 63 29 63 91 31 42 28 42 39 29 61 85 23 40 41 47 25 31 12 40 72 19 52 32 12 53 split_gain=27.753 26.8291 17.1074 16.3418 17.6953 12.4448 11.1813 8.99323 8.87527 8.25964 7.94921 7.57061 7.67922 7.55459 9.23221 7.47112 6.47337 6.3937 6.63956 6.34557 6.03851 5.8819 5.71709 5.63818 5.37803 5.36093 4.86738 4.86676 4.78886 4.47597 threshold=5 0 4 0 0 1 1 0 0 2 2 1 0 3 0 1 0 2 0 0 0 2 2 1 1 0 2 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 7 -3 4 5 8 22 26 -4 -5 -7 -12 19 -11 17 -16 -17 -15 24 -13 -9 -14 -6 -24 -19 -18 -2 -27 -28 -21 right_child=1 2 3 9 6 10 -8 20 -10 13 11 12 21 14 15 16 25 18 -20 29 -22 -23 23 -25 -26 27 28 -29 -30 -31 leaf_parent=0 26 2 8 9 22 10 6 20 8 13 11 19 21 17 15 16 25 24 18 29 20 21 23 23 24 27 28 27 28 29 leaf_value=0.0925214 0.0312946 0.0745098 0.057917 -0.0546519 0.0406622 0.0472494 -0.0417437 0.0066126 -0.00522264 0.0581277 -0.0400666 -0.0123667 0.0261546 0.0558469 -0.00496056 0.0378789 0.0209534 -0.0413649 -0.0290959 0.0239089 -0.0332768 -0.017742 0.0158901 -0.0229747 0.00452911 -0.0117765 0.00124168 0.0169677 -0.0326833 -0.000402691 leaf_count=107 248 127 400 157 162 130 3401 1985 312 122 819 1517 221 103 694 538 1570 234 1003 1454 1367 4147 412 2248 1981 600 1053 506 10323 1065 internal_value=0 -0.0162427 0.0256342 0.0174263 -0.061483 0.0130717 -0.234782 -0.195515 0.352961 0.0897286 -0.0251635 -0.0437203 -0.0181616 0.0984136 0.0878037 0.143951 0.183883 -0.0261534 -0.0491164 0.0684365 -0.0259012 -0.132674 -0.0861909 -0.137259 0.0107922 0.142435 -0.273866 0.021527 -0.291786 0.14335 internal_count=39006 38899 23923 23796 16288 10065 6223 14976 712 7508 9353 9223 8404 7351 7229 3908 3214 3321 3218 4036 3352 4368 2822 2660 2215 2676 11624 1106 11376 2519 Tree=432 num_leaves=31 split_feature=39 46 65 16 16 87 57 80 79 65 36 42 13 31 9 24 65 48 67 48 85 84 15 65 91 7 25 53 52 85 split_gain=18.4579 10.4078 10.3126 10.1503 8.19727 8.51769 8.17744 8.29122 7.29364 9.1135 6.95987 6.27137 6.04868 5.89965 5.78438 6.21755 5.39329 5.11063 4.59917 4.29618 4.15095 4.1372 4.11592 4.66739 4.82184 4.16255 4.05255 4.00984 3.99395 3.49778 threshold=0 1 0 4 3 0 1 1 0 1 1 1 0 0 1 0 3 1 1 1 0 1 0 0 0 0 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 10 12 -3 -5 6 -6 20 9 13 -1 -9 21 -4 -13 22 -7 -11 27 -17 -8 -2 23 28 25 -25 -23 -18 -16 -19 right_child=2 3 8 4 5 16 7 11 -10 17 -12 14 -14 -15 15 19 18 29 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=10 21 3 13 4 6 16 20 11 8 17 10 14 12 13 28 19 27 29 18 19 20 26 22 25 24 25 26 27 28 29 leaf_value=0.0603829 0.0258515 0.0504125 -0.0365268 0.0326784 -0.0340673 0.0416547 0.0222827 -0.0390359 -0.0331835 0.0704469 0.0122843 0.0283842 -0.0388849 0.014247 0.045852 0.0350405 0.0528185 -0.00391626 -0.0287363 -0.0169455 0.0854695 0.0340407 -0.00859404 -0.00522851 0.0856345 0.0478578 -0.0246434 -0.0245244 0.00228355 0.0365731 leaf_count=187 430 189 1457 313 1060 147 337 764 1518 264 890 851 8994 566 176 266 134 677 3961 3729 104 361 2791 334 120 138 3525 182 3841 700 internal_value=0 0.00740946 -0.187112 -0.0177297 -0.0308546 -0.0467101 -0.00856542 0.0134289 -0.0313305 0.0606371 0.261638 -0.00629629 -0.282169 -0.163544 0.0100218 -0.0119858 -0.208028 0.261817 -0.240648 -0.137293 0.41376 -0.151072 0.0438608 0.0954565 0.326212 0.201762 -0.203127 0.150694 0.0494629 0.153407 internal_count=39006 20514 18492 19437 19248 18935 14511 13451 5182 3664 1077 13010 13310 2023 12246 11395 4424 1641 4277 3995 441 4316 7400 4609 592 472 3886 316 4017 1377 Tree=433 num_leaves=31 split_feature=67 16 78 32 24 42 71 47 19 70 32 38 85 32 67 80 87 85 58 47 55 59 71 23 0 63 24 63 71 63 split_gain=18.7322 15.8944 14.8418 14.3978 13.0791 12.2596 12.1819 10.3185 9.24485 9.15073 8.83576 8.23802 14.2356 7.41095 7.08666 6.81655 6.49545 6.37267 6.16809 5.85455 5.79091 5.75721 5.64609 7.191 5.54007 5.41274 5.4004 10.4921 11.9865 8.22613 threshold=1 2 2 0 0 1 0 0 0 2 1 1 1 2 2 1 0 0 2 2 1 2 1 0 2 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=5 -2 -3 4 6 7 8 -1 11 -6 15 12 -4 -12 -11 -5 -13 -15 -16 -8 -20 -17 -21 -24 -22 -7 27 28 -26 -29 right_child=1 2 3 10 9 25 19 -9 -10 14 13 16 -14 17 18 21 -18 -19 20 22 24 -23 23 -25 26 -27 -28 29 -30 -31 leaf_parent=7 1 2 12 15 9 25 19 7 8 14 13 16 12 17 18 21 16 17 20 22 24 21 23 23 28 25 26 29 28 29 leaf_value=-0.0368431 -0.0373242 -0.029981 0.0714354 -0.0362101 -0.0286378 -0.0328078 -0.0346389 0.0455929 -0.0426832 -0.0347702 0.00735618 -0.0233553 -0.0269585 0.0284626 -0.0371786 -0.0486019 -0.00159858 0.0120262 -0.011636 -0.00555963 -0.0182834 0.00553255 0.00163962 0.0392535 -0.0166792 -0.0100164 0.0112986 -0.0112016 0.0157831 0.0154034 leaf_count=106 1044 955 110 244 483 1790 237 177 1802 249 2865 5663 369 1323 168 156 958 1316 718 1179 318 6225 303 450 1735 1017 4331 585 535 1595 internal_value=0 0.0330921 0.0377621 0.0430714 0.00482838 -0.166297 -0.0879367 0.212479 -0.161461 0.0364439 0.0892496 -0.115269 0.24115 0.137951 0.0449664 0.0401254 -0.15125 0.200011 0.0505358 0.0582284 0.0551068 0.0493426 0.0963689 0.203536 0.0657913 -0.231126 0.07328 0.026194 -0.0766036 0.103431 internal_count=39006 35916 34872 33917 21788 3090 11071 283 8902 10717 12129 7100 479 5504 10234 6625 6621 2639 9985 2169 9817 6381 1932 753 9099 2807 8781 4450 2270 2180 Tree=434 num_leaves=31 split_feature=39 17 39 63 65 69 63 66 8 85 32 24 39 0 28 29 55 36 23 84 13 21 33 84 49 57 55 52 18 0 split_gain=14.8257 17.9383 11.1547 10.0183 9.72638 9.47717 9.32248 7.74538 7.49641 7.17802 7.6184 10.1069 7.02348 7.79534 9.9135 8.15581 6.91791 6.28931 6.07346 5.87791 5.50313 5.25164 5.05345 5.54943 7.14145 6.78176 4.9915 5.20292 4.64028 4.4943 threshold=0 0 1 0 0 4 1 0 1 0 1 0 2 2 1 1 1 2 4 0 0 0 0 0 1 1 1 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 4 5 26 -1 20 16 -8 -9 11 -11 -4 14 -14 -15 -7 -17 -10 -3 -5 -22 23 24 -19 -26 -2 -28 -18 -20 right_child=2 19 12 6 -6 7 8 9 18 10 -12 -13 13 15 -16 17 28 22 29 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_parent=5 26 19 12 20 4 16 8 9 18 11 10 11 14 15 14 17 28 24 29 19 21 21 22 23 25 25 27 27 28 29 leaf_value=0.0518014 0.0269505 -0.0331887 0.00137415 -0.0251935 -0.0177351 0.035552 -0.0256408 -0.0357048 0.0342611 0.0665141 -0.0185497 -0.0198765 0.076581 0.0470656 0.00977476 0.043963 0.0418228 0.0429248 0.031707 -0.00634446 0.0115652 -0.0378696 -0.00388004 0.0211341 0.0496741 0.00473847 -0.0491853 0.00181629 -0.00723111 0.0068348 leaf_count=131 401 5032 3653 1474 2343 305 258 3572 321 113 1202 175 116 198 202 184 167 187 268 1081 500 221 1392 1275 128 3852 112 4490 3663 1990 internal_value=0 -0.0400953 0.0571064 -0.00437977 -0.0186419 -0.0799027 0.0587494 -0.0964699 0.109951 -0.200222 -0.0874433 0.241673 0.0913429 0.121896 0.411272 0.109222 -0.0162787 0.0981403 0.133583 -0.243403 -0.100328 0.0299173 0.0888185 0.109408 0.0765335 0.0603645 0.02713 0.00731276 -0.051714 0.0978616 internal_count=39006 20473 18533 14360 7346 9328 5032 9197 2837 5062 1490 288 11187 7534 318 7216 4135 7018 2579 6113 2195 721 6834 5442 4167 3980 5003 4602 3830 2258 Tree=435 num_leaves=31 split_feature=39 71 24 88 25 15 52 24 69 84 59 65 74 31 47 47 23 85 39 86 85 42 87 79 87 31 85 87 61 87 split_gain=19.0175 15.4085 12.0647 10.2887 8.57738 8.78285 9.94789 8.27535 8.09896 7.57558 7.23785 7.05915 6.21981 6.03938 7.2091 5.98419 7.82525 6.45778 6.45473 5.64968 5.50402 7.59786 5.85522 6.37805 8.18725 5.0145 4.83005 4.82163 4.60197 4.56171 threshold=0 0 0 0 0 0 2 1 0 0 0 0 1 0 3 1 2 1 1 1 0 1 1 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 11 25 4 5 6 -4 10 15 28 -8 13 -6 14 26 18 17 -17 -9 29 21 -16 -22 24 -24 -2 -1 -20 -3 -5 right_child=2 9 3 19 12 -7 7 8 -10 -11 -12 -13 -14 -15 20 16 -18 -19 27 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 25 28 6 29 12 5 10 18 8 9 10 11 12 13 21 17 16 17 27 19 22 21 24 23 24 25 26 27 28 29 leaf_value=0.0910753 -0.0101984 0.000232147 0.0783148 -0.0285708 0.0572353 -0.00585519 -0.0169454 0.00435188 -0.00705172 0.0170974 0.0542077 -0.041397 0.0183524 -0.0359008 0.0389993 -0.000199577 0.012495 0.0938804 0.107081 -0.0194667 -0.0384788 -0.0321271 -0.0252435 0.0817571 0.0199576 -0.0468455 -0.00436673 0.0397044 -0.0375556 0.045601 leaf_count=272 3622 1353 179 206 184 4246 1501 130 787 1646 106 4280 836 4636 265 102 1954 192 138 2373 279 4693 855 119 497 1619 141 128 1454 213 internal_value=0 -0.144634 0.0245519 0.0622183 0.0982992 0.0565382 0.132504 0.107238 0.177774 0.0378658 -0.094164 -0.225444 0.260996 -0.173736 -0.116375 0.253381 0.189323 0.64024 0.535853 -0.127582 -0.145616 -0.263673 -0.0326456 0.0461995 -0.00178716 -0.150976 0.45177 0.750303 -0.139627 0.223341 internal_count=39006 20490 18516 13275 10483 9463 5217 5038 3431 4453 1607 16037 1020 11757 7121 2644 2248 294 396 2792 6708 4958 1750 1471 1352 5241 413 266 2807 419 Tree=436 num_leaves=31 split_feature=33 33 42 74 42 43 25 38 7 33 24 24 66 25 24 31 7 13 31 21 71 24 15 63 23 61 66 47 32 32 split_gain=71.4889 23.4391 10.0053 9.73732 9.79209 8.31499 4.41344 3.16228 2.91973 3.59378 2.29299 2.27032 2.17285 1.64756 1.71288 1.5836 1.45907 1.49299 1.39967 1.51511 1.61325 1.05174 0.642193 0.617238 0.576506 0.326945 0.359113 0.302371 0.294414 0.187247 threshold=0 1 1 0 2 0 0 1 1 2 0 0 0 0 0 6 0 0 0 0 0 0 0 1 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=15 18 10 4 -4 6 7 -6 23 -10 29 -8 -5 14 -7 -1 17 25 19 20 21 27 -14 -9 -25 -11 28 -2 -27 -3 right_child=1 2 3 12 5 13 11 8 9 16 -12 -13 22 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=15 27 29 4 12 7 14 11 23 9 25 10 11 22 13 14 15 16 17 18 19 20 21 22 24 24 28 26 27 28 29 leaf_value=-0.0126126 -0.00680241 -0.0440145 -0.05788 0.00650963 -0.00382105 0.0242233 0.019091 0.0386497 -0.00356479 0.063451 0.00338225 -0.0383242 -0.0237736 -0.0460958 -0.0227724 -0.0478888 0.0184264 0.0261687 -0.0482726 -0.0466099 -0.0509111 -0.0287877 -0.0526009 0.0778383 0.05686 0.0481819 0.0415322 0.0127984 0.0654065 -0.0620231 leaf_count=522 372 126 127 159 121 134 165 121 316 137 143 116 201 262 218 28532 151 184 2211 1551 546 774 336 128 320 243 256 297 117 120 internal_value=0 0.0560671 0.165159 0.20857 0.266858 0.29952 0.357688 0.399007 0.425937 0.355215 -0.361144 0.00129043 -0.204361 -0.119281 -0.00344041 -0.469267 0.407309 0.449313 -0.325464 -0.254385 -0.171402 -0.0942968 -0.3655 0.589126 0.62895 0.510028 0.483503 0.0134205 0.548032 -0.535126 internal_count=39006 9952 4201 3812 3116 2989 2375 2094 1973 1404 389 281 696 614 352 29054 1088 937 5751 3540 1989 1443 537 569 448 753 616 669 360 246 Tree=437 num_leaves=31 split_feature=10 59 41 10 10 10 10 41 75 39 66 10 47 41 85 66 41 23 39 57 74 85 66 29 92 24 85 31 74 31 split_gain=31.6373 25.5061 22.6001 20.1136 19.2349 18.7376 17.9825 15.9741 14.8325 14.101 11.4502 8.66549 7.93684 7.73519 7.30703 6.29947 6.54976 5.66603 5.27272 5.23038 6.25888 7.49384 7.43459 13.6596 6.96142 6.63447 5.6316 5.14883 5.04844 6.036 threshold=0 12 0 1 2 4 3 0 1 0 0 5 1 1 0 2 1 0 0 1 0 1 0 1 1 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 9 7 8 -6 -7 -2 -5 19 14 17 -12 18 -4 -14 -17 -8 -9 26 21 25 23 -22 -23 -21 -3 -11 -13 -30 right_child=3 2 10 4 5 6 11 13 -10 27 12 28 15 -15 -16 16 -18 -19 -20 20 22 24 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=1 7 26 14 8 5 6 17 18 8 27 12 28 15 13 14 16 16 17 18 25 23 24 22 23 24 25 26 27 29 29 leaf_value=0.0501665 -0.0178436 0.0384222 -0.00135219 0.0479428 -0.014549 -0.00301816 0.0410136 0.0116891 -0.0139045 -0.0378009 0.0240996 0.0509587 -0.018964 0.0259055 -0.0306254 -0.005251 0.0164671 -0.0205958 -0.0279615 0.0460308 0.140271 0.0299159 -0.00806087 0.0122142 -0.024539 -0.0120864 -0.0287539 -0.0115198 0.0514834 0.00115377 leaf_count=526 2502 334 1287 174 304 513 208 375 1065 8933 1048 3490 624 853 1073 1571 1197 139 476 483 234 187 1919 395 5723 730 205 1969 251 218 internal_value=0 -0.0438685 -0.062106 0.133229 0.220376 0.298541 0.353252 -0.00554717 -0.0205046 -0.161965 0.0291256 0.421548 0.0883411 0.138478 -0.120034 0.0323132 0.0741239 0.0637585 -0.0448246 -0.0835232 -0.107519 -0.163927 0.0467972 0.349974 -0.214967 0.114915 0.195636 -0.313747 0.4631 0.255146 internal_count=39006 28438 27912 10568 6362 5123 4819 4206 1239 21112 6800 4306 4440 1704 2360 3392 2768 347 851 10210 9671 7123 2548 629 5910 1213 539 10902 3959 469 Tree=438 num_leaves=31 split_feature=22 22 80 10 55 85 85 42 42 38 75 91 32 59 18 16 24 32 24 79 42 7 70 23 24 11 23 70 3 42 split_gain=14.5682 12.5659 12.3805 13.5617 8.81527 8.73339 15.1444 6.68201 7.00137 6.29898 6.00595 5.61789 5.52848 4.80143 5.59938 5.98768 4.72458 4.4992 4.47582 4.45266 4.88599 4.45097 4.33634 4.76805 4.04054 4.03476 4.27824 3.95303 3.86089 3.85832 threshold=1 2 1 1 1 0 1 2 1 1 0 0 0 1 1 1 0 0 0 0 1 0 1 0 0 1 0 1 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=19 16 -3 13 25 7 18 -6 10 -8 24 22 29 -4 -15 17 28 -16 27 20 -1 -22 23 -10 -9 -5 -27 -7 -2 -11 right_child=1 2 3 4 5 6 9 8 11 12 -12 -13 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=20 28 2 13 25 7 27 9 24 23 29 10 11 12 14 17 15 16 17 18 19 21 21 22 23 24 26 26 27 28 29 leaf_value=0.0611503 0.0632665 0.0222272 -0.014371 -0.0299625 0.0327397 0.0408414 0.0421114 0.0188356 0.03433 0.0517237 0.0567621 -0.0442928 -0.0138232 0.0534734 0.0627812 0.00399306 0.00810632 -0.0057895 -0.0288837 -0.00335051 0.0307914 -0.00368922 -0.0239618 -0.0151841 -0.0404342 -0.0109623 0.0189755 -0.0127998 0.00751594 0.00578887 leaf_count=135 189 1268 523 269 321 149 347 498 283 144 182 4004 2584 189 218 2551 266 132 4525 510 604 354 10946 996 368 750 1273 1135 107 3186 internal_value=0 -0.043573 -0.0582659 -0.0749327 -0.107965 -0.132733 -0.0644155 -0.203062 -0.217126 0.0413405 0.0979036 -0.242597 0.0111027 0.0893336 0.138571 0.097657 0.264728 0.428918 -0.219726 0.198539 0.268832 0.200777 -0.207858 -0.00939444 -0.0979948 0.0630711 0.105333 -0.0463336 0.468579 0.0839684 internal_count=39006 37403 36841 35573 31960 29668 12070 17598 17277 6261 1048 16229 5914 3613 3090 2901 562 350 5809 1603 1093 958 12225 1279 866 2292 2023 1284 296 3330 Tree=439 num_leaves=31 split_feature=57 23 47 23 23 85 7 29 57 29 59 84 40 34 32 59 85 65 35 88 77 2 23 61 89 39 21 63 24 53 split_gain=25.0058 23.827 20.8511 18.9176 20.0442 14.8708 14.7191 13.2287 10.0204 8.93723 8.70321 8.34691 7.66586 7.63166 7.0613 6.93095 6.87724 9.40792 6.82836 6.30167 6.00652 5.96458 5.93718 5.84061 7.78262 5.62483 4.78043 4.3598 6.67613 5.33604 threshold=4 0 0 1 2 0 1 1 1 2 12 0 2 0 0 0 0 2 2 2 1 0 1 0 1 0 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 5 3 20 21 11 8 -8 -4 -9 -6 14 -12 16 23 22 17 -11 -14 -16 -3 -5 -15 24 -2 -7 -23 28 -19 -29 right_child=1 2 6 4 10 25 7 9 -10 13 12 -13 18 15 19 -17 -18 27 -20 -21 -22 26 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=0 24 20 8 21 10 25 7 9 8 17 12 11 18 22 19 15 16 28 18 19 20 26 22 23 24 25 26 29 28 29 leaf_value=0.0590191 0.03898 0.0252737 0.0489978 -0.00944808 -0.0543019 -0.0149771 0.0150885 0.0354768 0.00792647 0.0279921 0.0713705 -0.026873 0.0552614 -0.0243193 0.05419 -0.0130029 -0.0244732 0.0178566 0.0246389 -0.0247753 -0.0103813 -0.0342269 0.0202203 0.0195901 -0.00859665 -0.0393011 0.0378721 -0.0332713 -0.0127007 -0.00694093 leaf_count=299 241 181 231 1593 185 1788 860 130 2431 274 151 1340 301 306 104 1188 4500 579 2851 1650 3197 156 864 1510 2424 4856 424 1347 2246 799 internal_value=0 0.00387001 0.0418709 0.138533 0.208839 -0.121202 -0.014231 -0.0561338 0.13015 -0.0900213 0.294959 -0.0423253 0.308871 -0.102421 0.00465701 0.0153579 -0.143523 -0.0853781 0.283085 -0.188781 -0.0520247 -0.0168041 0.132252 0.0608303 -0.0250323 -0.282585 0.252687 -0.120077 -0.0467418 -0.207783 internal_count=39006 38707 24794 9039 5661 13913 15755 13093 2662 12233 3488 7269 3303 12103 5929 2358 9745 5245 3152 1754 3378 2173 1170 4175 2665 6644 580 4971 2825 2146 Tree=440 num_leaves=31 split_feature=61 39 0 61 61 61 61 74 69 61 63 47 7 13 67 67 24 59 75 15 28 24 79 61 23 66 69 15 33 15 split_gain=24.7285 21.5069 19.9532 15.167 11.4796 10.4093 9.55751 7.37321 7.33578 7.20837 6.99827 9.2498 6.51645 6.28208 6.25174 6.22089 5.81506 5.94525 5.73842 5.71892 5.69273 5.59529 6.88287 5.48935 5.28847 5.23084 5.14665 5.02356 4.88803 4.61417 threshold=0 0 5 1 2 3 4 5 0 5 0 0 0 0 2 1 0 0 0 0 1 0 0 6 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 7 -2 8 19 25 -7 -1 14 27 11 16 -12 20 -4 -10 -9 -18 -14 -5 -3 22 -16 -11 -25 -6 -27 -8 -13 -20 right_child=2 13 3 4 5 6 9 10 15 23 12 28 18 -15 21 -17 17 -19 29 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=7 2 20 14 19 25 6 27 16 15 23 12 28 18 13 22 15 17 17 29 19 20 21 22 24 24 26 26 27 28 29 leaf_value=0.0607981 0.0570962 0.0367123 0.0541767 0.00971398 -0.0342502 0.001002 0.0399604 -0.0284797 0.0136144 0.0107914 -0.0300287 0.0155245 -0.0162224 -0.0447226 0.0156092 -0.0296689 0.0189385 -0.0484966 0.00760589 -0.0143853 -0.0246213 -0.0157314 -0.0403588 0.0518106 0.0280116 0.017011 -0.0128336 -0.00474105 -0.0125992 0.0799621 leaf_count=100 233 205 113 1027 600 1153 113 3454 312 413 3690 2890 616 6023 1340 2778 975 295 248 2660 2722 2042 875 387 840 634 699 544 887 138 internal_value=0 -0.118513 0.0557796 0.0390518 0.0915685 0.142046 0.194204 -0.0383477 -0.0897328 0.251859 -0.0508434 0.00958219 -0.180157 -0.332215 -0.00717787 -0.226528 -0.156933 0.0539007 0.0100253 -0.051198 -0.172721 -0.0352907 0.0836976 0.304784 0.356297 -0.0275366 0.0324585 0.0531626 0.100587 0.311737 internal_count=39006 22243 16763 16530 9070 5383 3450 13293 7460 2297 13193 8501 4692 8950 4370 3090 4724 1270 1002 3687 2927 4257 2215 1640 1227 1933 1333 657 3777 386 Tree=441 num_leaves=31 split_feature=14 75 42 57 36 52 9 78 24 17 74 75 91 75 10 79 82 63 48 31 83 84 61 85 89 90 73 70 32 47 split_gain=18.534 17.671 14.0946 11.3581 10.3253 10.0816 10.5925 8.99093 9.82337 7.24068 6.84039 6.45157 6.28892 6.18238 5.99451 5.52326 5.48689 5.44872 5.06197 5.92556 4.93633 4.89552 4.75624 4.5736 4.10952 4.06408 3.89189 3.94488 3.78352 3.59321 threshold=0 0 1 1 1 3 3 1 0 0 0 1 0 2 0 0 1 1 1 0 1 0 0 2 1 1 2 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 16 -1 17 12 -6 -7 15 20 10 22 -3 14 -13 24 21 -2 -4 -14 -20 -9 -8 -10 -11 -5 -22 -27 -28 -15 -26 right_child=1 11 3 4 5 6 7 8 9 23 -12 13 18 28 -16 -17 -18 -19 19 -21 25 -23 -24 -25 29 26 27 -29 -30 -31 leaf_parent=2 16 11 17 24 5 6 21 20 22 23 10 13 18 28 14 15 16 17 19 19 25 21 22 23 29 26 27 27 28 29 leaf_value=-0.0370942 0.0161895 -0.0142749 0.0137976 -0.0241506 0.0906581 0.0765342 0.0276357 0.051683 -0.0407338 0.0557672 0.0037372 -0.017975 0.105381 0.0746386 -0.0160899 -0.0226914 -0.038165 -0.039701 0.00462402 0.0676901 0.0259915 0.0906703 -0.0132101 -0.0018024 0.00717174 -0.0403174 0.0203569 -0.00192322 0.0103311 0.0359619 leaf_count=2302 359 1100 329 144 140 185 604 187 4546 252 1177 267 101 249 662 358 9271 1418 377 198 579 130 2269 2007 546 403 616 7276 140 814 internal_value=0 -0.22731 0.00403871 0.0240835 0.0448967 0.00561748 -0.0027676 -0.0131976 -0.0354961 -0.147175 -0.224814 0.118903 0.202599 0.344208 0.130347 0.295901 -0.347484 -0.282496 0.464469 0.34497 0.0367992 0.416263 -0.301101 0.0478834 0.209356 0.022876 -0.00101118 0.0138304 0.544865 0.253836 internal_count=39006 11386 27620 25318 23571 20729 20589 20404 19312 10251 7992 1756 2842 656 2166 1092 9630 1747 676 575 9061 734 6815 2259 1504 8874 8295 7892 389 1360 Tree=442 num_leaves=31 split_feature=13 14 17 78 82 20 63 63 39 76 67 0 15 15 55 71 18 10 47 42 31 36 71 71 13 66 41 91 20 14 split_gain=16.1872 15.9712 12.8682 10.9961 10.1111 9.71723 11.0084 19.8828 12.5904 8.9935 8.80347 9.07354 9.67043 7.46813 7.41468 7.35409 6.95906 6.5116 6.37058 6.35687 6.14647 6.21463 5.88105 14.8179 6.81653 6.33869 6.13867 5.67777 5.61616 5.51016 threshold=0 0 0 2 2 1 0 1 0 4 1 1 6 7 1 6 1 3 9 1 8 1 0 1 1 0 0 0 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 5 -2 -5 -1 8 -8 19 -6 -11 14 -13 27 -12 -3 -15 -18 -19 -7 -17 -22 24 -24 26 -25 -20 -14 -26 -27 right_child=3 15 -4 4 9 6 7 -9 -10 10 11 12 13 16 -16 20 17 18 22 -21 21 -23 23 25 28 29 -28 -29 -30 -31 leaf_parent=5 3 15 2 4 9 19 7 7 8 10 14 12 27 16 14 20 17 18 26 19 21 21 23 25 28 29 26 27 28 29 leaf_value=0.0331911 -0.0317166 0.0400546 -0.0284644 -0.0507898 0.0602597 0.0107242 -0.0284124 0.0141407 -0.00284367 -0.0124764 -0.0241912 0.0338789 0.0125222 -0.017996 0.0225437 0.0380573 -0.049767 0.0467641 -0.00297905 -0.0316975 -0.0234399 0.00266997 -0.000631486 0.0102341 -0.0340045 0.00496837 -0.0295113 0.0625406 0.00512651 0.0353974 leaf_count=594 435 143 5425 265 106 285 1554 1555 1786 1000 151 353 155 592 1549 106 124 108 1928 5185 425 4758 2097 849 117 346 773 110 5385 747 internal_value=0 -0.0364442 -0.103175 0.0513213 0.0568549 -0.06281 -0.0799405 0.0278598 -0.154084 0.0602247 0.0570851 0.0663044 0.0518819 0.0443648 0.192189 0.0330644 0.0381946 0.0456579 0.0485578 -0.276876 0.0211986 0.0107301 0.04486 0.0970511 0.0172074 0.198627 -0.0775498 0.32137 0.0442142 0.291113 internal_count=39006 21816 16384 17190 16755 10959 10365 3109 7256 16490 16384 15384 13684 13331 1700 5432 13066 12474 12350 5470 5289 5183 12242 4039 8203 1942 2701 265 5502 1093 Tree=443 num_leaves=31 split_feature=56 84 91 39 24 47 15 20 85 91 33 15 36 69 42 67 39 39 53 32 0 41 49 15 32 31 84 84 20 79 split_gain=14.6463 13.1456 16.2112 12.6505 13.6095 10.4451 10.2318 9.63647 9.32492 8.6181 8.47472 8.30948 7.61798 7.69762 7.44961 7.53773 6.86929 6.59738 6.39896 6.09957 5.90174 6.5058 5.95953 5.89285 5.83273 5.74661 6.33789 7.06477 5.52941 5.34809 threshold=2 0 0 0 0 4 0 2 0 1 0 0 4 5 1 2 0 1 0 1 1 0 1 1 2 7 1 2 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 3 4 8 -5 -6 -7 -2 16 -10 -12 -3 -14 23 -16 -4 18 -17 -20 21 -19 -22 -9 -18 -15 -27 -28 -25 -30 right_child=1 12 9 5 6 7 -8 14 10 -11 11 -13 13 25 15 17 24 20 19 -21 22 -23 -24 28 -26 26 27 -29 29 -31 leaf_parent=0 8 12 16 5 6 7 6 23 10 9 11 11 13 25 15 18 24 21 19 19 22 21 22 28 24 26 27 27 29 29 leaf_value=-0.0456441 -0.0351509 0.0575544 -0.0325867 -0.02001 0.00532716 0.0468357 -0.019582 -0.00587982 -0.0167965 -0.0361572 -0.0168965 0.0593782 0.0390975 0.0436546 -0.0577864 0.00186391 0.0290726 -0.0239025 0.0150131 -0.0339972 0.0411576 0.0293284 0.00926365 0.056843 -0.00753018 0.000658419 0.000960036 0.019531 0.0161878 0.0762724 leaf_count=1234 6511 125 2068 709 3579 260 1421 241 989 2565 129 156 327 150 122 2002 310 407 222 994 220 126 4125 144 1775 4091 1421 1817 666 100 internal_value=0 0.0270629 -0.00105727 0.0199738 -0.0510509 0.0621787 0.00840768 0.0772227 -0.19656 -0.162676 -0.0646765 0.268171 0.0969595 0.0886637 0.0673819 0.0440078 -0.0837751 0.04986 -0.0356918 -0.223754 0.0874431 -0.116222 0.10777 0.197887 -0.0116094 0.0751634 0.0663558 0.126518 0.259774 0.199838 internal_count=39006 37772 29841 23123 12785 10338 5000 9629 7785 6718 1274 285 7931 7806 9369 8218 4153 8096 3218 1216 4878 533 4345 1151 2085 7479 7329 3238 910 766 Tree=444 num_leaves=31 split_feature=87 66 66 41 17 52 41 24 14 24 91 24 55 24 31 84 14 65 40 31 24 85 66 59 84 7 14 47 85 79 split_gain=18.3735 11.5641 11.3407 9.68286 10.9541 7.90543 7.1927 6.66681 6.05616 9.39665 5.89994 5.71983 6.85781 4.80576 5.23502 4.60923 4.58211 4.28507 4.15118 3.97402 3.89298 3.88389 3.68378 3.6616 6.87428 4.66978 3.6521 3.6462 4.85926 5.16363 threshold=0 0 1 3 0 2 2 8 0 0 0 6 1 7 0 0 0 0 1 1 0 1 2 0 0 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 8 6 -2 5 -5 -3 -7 9 -1 11 -9 20 -14 -15 -6 -12 18 -11 -16 -13 -19 -4 25 -25 27 -17 -10 29 -29 right_child=3 2 22 4 15 7 -8 10 23 17 16 12 13 14 19 26 -18 21 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_parent=9 3 6 22 5 15 7 6 11 27 18 16 20 13 14 19 26 16 21 18 19 20 21 22 24 24 25 26 29 28 29 leaf_value=-0.0335204 0.0561558 0.0506288 -0.0150331 0.0494784 -0.0280497 0.0535312 -0.00842531 0.0391614 0.0379378 0.0369323 0.00783143 0.0710967 0.045051 -0.000955086 -0.00718357 -0.0229522 0.0404804 0.020538 -0.000861332 -0.0472384 0.0161886 -0.0386766 -0.0359491 -0.0231851 0.0480148 -0.0286038 0.0180883 0.0224506 -0.0158959 -0.0469449 leaf_count=4943 236 235 2821 313 2112 148 3962 206 222 236 711 150 150 4739 575 570 470 106 1813 1360 348 503 9242 269 157 399 519 728 580 183 internal_value=0 -0.110916 -0.212512 0.0497501 0.0363832 0.0758344 -0.0145769 0.0594731 -0.0314207 -0.106996 0.0468506 0.0141618 -0.00259734 -0.028456 -0.0410236 -0.164918 0.213771 -0.0169038 0.0388183 -0.254833 0.303724 -0.251587 -0.303667 0.0683369 0.278623 0.0180481 0.0115193 0.0730065 0.022717 0.15429 internal_count=39006 26399 16260 12607 12371 9170 4197 8857 10139 7601 8709 7528 7322 6824 6674 3201 1181 2658 2049 1935 498 609 12063 2538 426 2112 1089 1713 1491 911 Tree=445 num_leaves=31 split_feature=33 33 38 65 38 33 33 33 33 32 13 85 14 7 24 31 7 39 90 53 74 13 14 66 17 7 17 32 91 24 split_gain=68.875 19.5401 8.74497 8.83945 7.33718 5.14605 6.35568 6.57675 3.34275 2.5568 4.82793 2.47092 1.86191 1.76942 1.72586 1.61207 1.59213 1.49341 1.19654 0.929972 0.74904 0.95939 0.721072 0.632475 0.441787 0.409051 0.528164 0.410234 0.642596 0.191772 threshold=0 1 2 0 1 2 3 4 6 0 0 1 1 0 0 6 0 0 1 0 0 0 0 0 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=15 12 -3 4 11 14 16 -8 -9 24 -11 -4 13 -2 -6 -1 -7 18 -10 20 21 23 -19 -14 -5 -20 27 28 -27 -17 right_child=1 2 3 9 5 6 7 8 17 10 -12 -13 19 -15 -16 29 -18 22 25 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=15 13 2 11 24 14 16 7 8 18 10 10 11 23 13 14 29 16 22 25 19 20 21 22 23 24 28 26 27 28 29 leaf_value=-0.0121009 -0.0335365 -0.0572652 -0.0530142 -0.0304926 0.0151821 -0.0215258 -0.00564761 0.00583334 0.0214527 0.036239 -0.0387832 0.00726866 0.00617295 0.0216008 -0.0272248 -0.045516 0.0174885 0.0512097 0.0561128 -0.0480978 -0.0510718 -0.0439435 0.0712296 -0.0232493 -0.0582491 0.0518844 0.0270479 0.0568774 0.022582 -0.0497225 leaf_count=528 438 116 217 210 300 138 132 107 149 217 312 113 169 289 491 12122 103 276 267 2860 587 721 159 622 273 153 123 183 130 16501 internal_value=0 0.0560334 0.155601 0.183522 0.242043 0.283393 0.328773 0.389419 0.448619 -0.181159 -0.00834101 -0.255099 -0.300715 -0.0471429 -0.0607519 -0.469285 -0.0312103 0.48756 0.422226 -0.361888 -0.281136 -0.22452 0.601854 -0.127954 -0.43947 0.467498 0.425683 0.472801 0.39565 -0.479417 internal_count=39006 9855 4169 4053 3041 2711 1920 1679 1547 1012 529 330 5686 727 791 29151 241 1440 1005 4959 2099 1512 435 791 483 856 589 466 283 28623 Tree=446 num_leaves=31 split_feature=10 56 56 59 41 60 69 56 3 58 14 21 66 69 53 61 66 14 39 58 2 42 41 41 69 53 15 10 57 16 split_gain=29.3939 29.1141 29.6064 21.6285 19.2047 18.332 13.4277 11.8183 11.2703 11.2485 11.0258 10.2506 8.89071 8.82729 8.43743 7.86357 7.48924 7.48174 7.44401 7.09254 5.95246 5.16384 5.49809 9.055 5.16393 4.90212 4.86452 4.51715 4.33666 4.13414 threshold=0 2 3 12 0 1 0 1 0 3 0 0 6 1 0 0 5 1 0 1 0 2 1 2 0 0 0 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 -4 7 -2 8 25 15 -6 16 -8 -9 -13 -10 -7 -11 20 28 -15 -12 -18 24 -24 -23 26 -5 -16 -14 -20 right_child=5 2 3 4 9 6 11 12 14 10 17 13 18 19 27 -17 21 -19 29 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=1 5 2 3 26 9 15 11 12 14 16 20 13 28 19 27 15 21 17 29 19 20 24 23 23 24 25 26 27 28 29 leaf_value=0.0386938 0.04274 0.0562076 0.0503365 0.0457736 0.0535164 0.0168153 -0.0196374 0.0217526 -0.0144257 0.0359385 -0.016217 0.0250087 0.0105613 0.0321103 -0.000531502 -0.00973516 -0.0493429 -0.0392176 0.001884 -0.0114961 0.0335547 0.00162086 -0.00989164 0.0190628 -0.0239973 -0.0113205 -0.0186086 0.0419939 -0.0216569 -0.0409386 leaf_count=717 1193 349 395 425 125 2259 1471 746 186 220 737 976 416 183 102 1083 113 1108 533 1155 153 1214 745 957 933 496 170 2012 8171 9663 internal_value=0 -0.0454972 -0.0720862 -0.0916575 -0.107366 0.125823 0.0891321 -0.202657 0.173908 -0.0179718 -0.035454 -0.018102 -0.239206 0.0700687 0.321449 0.0813057 0.0199063 -0.21208 -0.259244 -0.0423108 -0.0576939 -0.00579042 0.00747792 0.0782712 -0.0924807 0.0936619 0.291434 0.378405 -0.192092 -0.378363 internal_count=39006 28386 27669 27320 26925 10620 9427 20620 5642 6305 6180 3785 19529 2314 2300 3342 4182 1998 18783 1338 890 3962 3849 1702 2147 1091 595 2114 8587 10196 Tree=447 num_leaves=31 split_feature=38 38 38 16 49 16 58 91 35 53 49 42 42 85 14 19 35 75 24 10 70 13 21 63 16 63 31 35 35 24 split_gain=15.0386 14.2951 11.5335 12.7782 12.0863 9.39161 9.11328 8.27258 7.83861 7.11144 6.77745 6.77812 6.67567 7.61003 6.44489 7.12228 6.524 6.04201 5.97571 9.53125 8.29855 5.84843 5.396 5.04924 4.91439 4.42941 4.28047 4.0583 3.94065 3.85827 threshold=3 5 4 4 4 2 1 0 0 0 3 5 1 0 0 2 0 2 1 0 1 0 1 1 1 3 4 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=29 -2 -3 9 -5 8 12 10 -6 -4 -8 -12 -7 -14 16 -16 18 -17 19 23 22 -21 -20 -13 -19 -22 -18 -10 -15 -1 right_child=1 2 3 4 5 6 7 -9 27 -11 11 14 13 28 15 17 26 24 20 21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 1 2 9 4 8 12 10 7 27 9 11 23 13 28 15 17 26 24 22 21 25 21 22 23 24 25 26 27 28 29 leaf_value=0.00511453 0.0527611 0.0381779 0.00455325 0.041671 0.0379148 0.0589707 0.0228897 -0.0256217 0.0208308 0.0946688 0.047508 0.0333672 -0.0183102 0.0749699 0.0306842 0.0304841 0.0184467 0.00434447 0.0806342 0.017298 0.042522 0.075073 0.0117885 -0.00625341 -0.0278923 -0.0114266 -0.0212556 -0.0326937 0.015395 0.0533606 leaf_count=110 127 204 118 188 513 203 292 7580 178 134 114 337 1143 122 209 162 206 548 108 329 123 156 587 2137 7080 9987 4455 437 863 256 internal_value=0 -0.0349704 -0.043582 -0.0529121 -0.060441 -0.0694605 -0.0830127 -0.100599 0.181967 0.543912 -0.0784682 -0.0889532 0.115136 0.0491533 -0.0948623 -0.191061 -0.0615737 -0.218708 -0.0246015 0.0910666 -0.0699789 0.410394 0.238166 -0.00197695 -0.242252 -0.102913 -0.179591 -0.10004 0.224217 0.398571 internal_count=39006 38640 38513 38309 38057 37869 36741 34410 1128 252 26830 26538 2331 2128 26424 7999 18425 7790 13764 2959 10805 485 695 2474 7628 10110 4661 615 985 366 Tree=448 num_leaves=31 split_feature=89 89 57 67 12 42 89 89 67 67 12 89 87 68 24 34 77 67 10 70 71 33 31 70 89 29 62 31 7 57 split_gain=24.5759 23.9231 23.3851 22.7209 22.3706 22.1492 21.175 21.0454 21.3753 21.1704 19.763 19.1134 18.9251 13.636 13.1657 14.2981 12.9511 15.1823 13.5882 11.8419 11.7705 10.9506 10.1661 9.62718 8.86996 9.35944 8.56711 7.77045 7.64731 8.1288 threshold=5 7 4 5 10 1 4 3 4 6 11 6 0 4 0 0 1 2 2 4 0 0 0 2 1 2 2 3 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 22 -10 -11 -12 13 -13 15 -14 21 -18 -19 -20 24 -15 -9 -22 -21 -26 -27 -28 -16 -30 right_child=1 2 3 4 5 6 7 8 9 10 11 12 14 16 28 -17 17 18 19 20 23 -23 -24 -25 25 26 27 -29 29 -31 leaf_parent=0 1 2 3 4 5 6 7 22 9 10 11 13 15 21 28 15 17 18 19 24 23 21 22 23 25 26 27 27 29 29 leaf_value=0.0698218 0.0790504 0.056933 0.0685865 0.0689941 -0.0274383 0.0487055 0.0437649 0.0796127 0.0765384 0.0671094 0.0571556 0.0555952 -0.0174751 0.00240713 -0.0350498 0.0256532 0.0280993 0.0240109 0.0481986 0.016001 0.0296703 0.0367478 0.00683303 -0.0262861 0.0433536 0.0530738 0.0181735 -0.0113797 0.0425297 -0.0186195 leaf_count=154 101 300 153 143 3610 252 345 166 100 122 151 128 1877 920 6299 737 616 628 126 943 166 426 105 4977 107 155 442 13102 115 1540 internal_value=0 0.0051993 -0.000885634 -0.00914087 -0.0158167 -0.0223517 -0.00406525 -0.0136876 -0.024298 -0.0339492 -0.0402329 -0.0468764 -0.0543357 -0.0175171 -0.17989 -0.0216756 -0.0250285 -0.0502926 -0.0672177 -0.0843809 -0.0929505 0.139029 0.491514 -0.22711 -0.056447 -0.0781355 -0.0887869 -0.0970068 -0.26953 -0.110142 internal_count=39006 38852 38751 38451 38298 38155 34545 34293 33948 33677 33577 33455 33304 22736 10568 2614 22608 21262 20646 20018 19892 1346 271 5143 14749 13806 13699 13544 7954 1655 Tree=449 num_leaves=31 split_feature=66 40 40 40 87 87 85 91 83 16 35 29 55 61 31 12 52 24 10 75 31 38 43 61 14 41 24 77 28 85 split_gain=24.378 15.6373 16.0653 18.6275 14.3829 10.2808 9.27018 9.19325 7.2861 7.79213 7.90044 9.44118 6.71654 5.94798 5.71078 5.69325 5.71299 5.59687 5.31773 6.61869 7.85702 5.10625 4.76782 4.65553 5.45422 4.58309 5.68565 4.36714 4.14545 4.06328 threshold=0 2 3 1 0 1 1 0 1 1 0 1 2 0 0 1 2 1 0 0 1 1 1 0 0 0 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=7 22 17 18 6 23 21 15 -8 -10 11 14 -9 25 -11 29 -17 -3 19 27 -21 -5 -2 -6 -25 26 -12 -4 -24 -1 right_child=1 2 3 4 5 -7 8 12 9 10 13 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 28 24 -26 -27 -28 -29 -30 -31 leaf_parent=29 22 17 27 21 23 5 8 12 9 14 26 11 12 13 14 16 16 17 18 20 20 21 28 24 24 25 26 27 28 29 leaf_value=-0.0166103 -0.00343938 0.00823835 -0.0335556 -0.0462716 -0.0250554 -0.0393409 -0.054065 0.0611795 0.0215624 0.0524199 0.0353463 -0.0130821 -0.00598013 0.0175614 -0.0157645 0.0389865 -0.0322312 0.0601091 -0.00402457 0.0871226 0.0267323 -0.0106696 -0.00159683 0.0146146 -0.0271336 -0.0364353 -0.00688242 0.0160207 0.0413102 0.0432427 leaf_count=813 182 134 131 362 2003 2883 209 102 1261 273 184 5973 3253 1293 216 217 10364 254 966 120 525 2031 117 770 520 390 820 1703 676 261 internal_value=0 0.0336934 0.012203 -0.00257827 -0.0479026 -0.209723 -0.00334205 -0.180043 0.0320624 0.0419172 0.00657137 -0.0829254 -0.00872945 0.090282 0.303847 -0.261935 -0.30141 0.422458 0.158142 0.205795 0.403282 -0.170761 0.286861 -0.0797635 0.0283117 -0.0376429 0.0266975 0.131902 0.352855 0.0633629 internal_count=39006 23996 23021 22633 19188 6176 13012 15010 10619 10410 9149 6462 3355 2687 489 11655 10581 388 3445 2479 645 2393 975 3293 1290 1394 1004 1834 793 1074 Tree=450 num_leaves=31 split_feature=16 87 42 36 77 52 9 6 7 46 6 78 16 14 14 38 69 62 23 3 16 52 16 73 49 61 28 56 33 16 split_gain=18.8974 17.9569 11.7477 11.239 11.8858 8.56525 8.75102 7.36688 7.28622 7.39572 7.02603 6.64598 6.58471 6.23229 5.99338 6.71158 8.29307 5.79847 5.16982 4.83519 4.60746 5.02809 4.17558 4.16223 4.15774 4.15354 3.94279 4.10329 4.55656 3.79402 threshold=5 0 1 1 3 3 3 1 3 1 2 3 3 0 0 1 0 1 3 0 1 1 2 1 1 1 1 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 8 -5 -6 -7 19 -4 -10 -3 -9 -12 22 15 16 -13 -16 -11 25 21 -17 -14 -20 -25 -8 -22 28 -28 -29 right_child=1 10 3 4 5 6 7 11 9 18 12 14 13 -15 17 20 -18 -19 23 -21 26 -23 -24 24 -26 -27 27 29 -30 -31 leaf_parent=0 2 10 8 4 5 6 25 11 9 18 12 16 22 13 17 21 16 17 23 19 26 21 22 24 24 25 28 29 28 29 leaf_value=0.0713286 -0.0373233 0.0447492 0.070133 0.07043 0.0777572 0.0752196 -0.0230197 0.0477742 0.0538608 0.0441809 0.0351529 0.000489592 0.0193735 -0.0435007 0.0343956 0.0692966 0.0658182 -0.0309348 -0.036906 -0.0261916 0.0112569 0.00225228 -0.0218761 -0.0341473 0.0118373 0.0422016 0.0652526 0.0111375 -0.00269398 -0.0188915 leaf_count=161 2060 152 118 131 137 132 122 148 190 269 122 645 233 4813 355 139 318 4667 296 401 966 1223 7261 218 1729 520 155 342 888 10095 internal_value=0 -0.056185 -0.00667437 0.0119557 -0.0290071 -0.0413279 -0.0494122 -0.0579333 0.179555 0.136124 -0.217506 -0.0793787 -0.237518 -0.259328 -0.0895337 -0.0583628 0.195568 -0.256196 0.0742177 0.213049 -0.0855576 0.0821488 -0.18755 0.0195478 0.0673743 0.322552 -0.116852 -0.140082 0.0929794 -0.166289 internal_count=39006 38845 26264 24204 21384 21253 21116 20984 2820 2702 12581 19941 12429 12307 19793 14771 963 5022 2512 1043 13808 1362 7494 2243 1947 642 12446 11480 1043 10437 Tree=451 num_leaves=31 split_feature=77 67 67 67 63 42 31 54 32 14 14 32 16 82 25 39 90 15 37 0 48 33 23 56 69 40 22 0 44 13 split_gain=15.902 15.1852 14.6679 14.4989 12.7277 11.4122 10.257 9.70082 9.8099 8.76788 8.53932 7.79126 6.90772 6.4945 5.98599 7.60772 5.6641 5.8241 5.31027 5.43473 5.21378 4.99479 6.31232 4.81192 4.78991 4.73716 5.21512 4.66882 4.6664 4.56242 threshold=1 2 3 1 1 1 2 2 0 0 0 1 2 2 0 0 1 7 0 1 1 0 2 2 0 2 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=20 -2 -3 5 10 -4 -6 -8 12 -7 29 18 -9 -14 23 -16 -13 -18 19 -10 -1 22 -19 -15 27 -25 -27 -24 -21 -5 right_child=1 2 3 4 6 9 7 8 11 -11 -12 16 13 14 15 -17 17 21 -20 28 -22 -23 24 25 -26 26 -28 -29 -30 -31 leaf_parent=20 1 2 5 29 6 9 7 12 19 9 10 16 13 23 15 15 17 22 18 28 20 21 27 25 24 26 26 27 28 29 leaf_value=0.00995443 -0.0328549 -0.053325 0.0228275 -0.0270186 -0.0161093 -0.0334905 -0.0239056 -0.0459728 0.0301342 -0.00308724 0.00371663 -0.0211416 -0.0543162 -0.0562231 -0.0360058 0.00302994 0.0512247 0.0322305 -0.00691208 0.0438427 -0.026969 0.0273678 0.0477706 -0.0333532 0.00101973 -0.020268 0.00673292 0.0132104 0.00587282 -0.00791268 leaf_count=370 877 355 272 2234 1594 2009 711 348 376 577 1761 207 220 212 2124 907 131 427 1011 129 2000 1088 135 178 956 390 11049 1168 3449 1741 internal_value=0 0.0247762 0.029841 0.0329547 0.043059 -0.139518 0.060606 0.067612 0.0725535 -0.206909 -0.0492331 0.116156 0.0368412 0.0408579 0.0440947 -0.118866 0.169456 0.180121 0.0646233 0.0921538 -0.212503 0.167193 0.131266 0.054846 0.0974192 0.0572789 0.0610757 0.16364 0.0704316 -0.127953 internal_count=39006 36636 35759 35404 32546 2858 26810 25216 24505 2586 5736 9077 15428 15080 14860 3031 4112 3905 4965 3954 2370 3774 2686 11829 2259 11617 11439 1303 3578 3975 Tree=452 num_leaves=31 split_feature=87 56 84 33 91 23 25 13 84 84 74 84 17 23 91 84 79 13 58 47 13 39 88 14 47 39 15 24 23 23 split_gain=15.708 16.1975 12.2718 11.2727 10.4937 8.54992 8.11823 8.06203 7.60053 8.89826 7.31075 6.82889 6.63102 7.348 6.28934 6.24764 6.02186 5.85035 5.68434 5.60726 5.80941 5.38894 6.23065 5.36773 5.48557 5.94545 5.95735 5.63841 5.21861 5.19499 threshold=0 1 0 5 0 2 0 0 1 2 0 3 0 8 1 4 1 2 1 5 11 0 1 3 4 0 1 0 1 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 3 -3 5 -5 12 18 10 -10 17 -11 13 -7 -6 -13 -9 -4 -2 -18 -21 -14 -23 -15 -25 27 -27 -26 -19 -29 right_child=7 2 8 4 14 6 -8 16 9 11 -12 15 21 23 -16 -17 19 28 -20 20 -22 22 -24 24 25 26 -28 29 -30 -31 leaf_parent=1 18 3 17 5 14 13 6 16 9 11 10 15 21 23 14 15 19 28 18 20 20 22 22 24 27 26 26 29 28 29 leaf_value=-0.0354572 -0.0281662 0.067573 -0.0411281 -0.02107 -0.0127069 0.0511934 -0.0261193 -0.0120718 -0.00152136 0.0025064 -0.0311637 0.00765404 -0.0364876 0.0245625 -0.0433088 0.0441901 0.0336216 -0.0201646 0.00172784 0.0425329 0.00970546 0.0491965 -0.0124569 -0.0292329 -0.0212852 -0.0100462 0.0113534 0.0325502 0.0144053 -0.00391652 leaf_count=2623 359 131 137 1978 2859 166 2398 517 826 331 517 206 1269 265 1815 532 430 310 3888 174 7278 124 615 387 2922 589 2536 192 1280 1352 internal_value=0 -0.0212278 -0.00717324 -0.0446177 -0.0511229 -0.0251906 -0.00290527 0.0752532 0.0916176 0.173837 -0.0097661 0.267321 0.0141183 0.0365116 -0.220855 0.350993 0.105454 0.0495464 -0.00572811 0.116543 0.105391 -0.156834 -0.0277185 0.02642 0.010092 0.0230878 0.0733559 -0.0652934 0.0867474 0.0134631 internal_count=39006 26360 23737 19598 19467 14793 12815 12646 4139 1895 2244 1069 10417 8409 4674 738 8399 1727 4247 7882 7452 2008 739 8243 7978 7591 3125 4466 1590 1544 Tree=453 num_leaves=31 split_feature=31 13 57 87 42 42 39 39 47 34 14 88 61 8 88 24 23 47 84 24 52 79 8 91 39 25 52 25 72 84 split_gain=16.0056 9.93394 9.23278 8.4868 6.91195 7.57776 6.47767 6.45433 6.26104 6.19025 5.48218 7.01634 6.0756 5.46399 5.35822 5.0773 5.06269 4.84798 4.39311 4.2747 4.24543 4.21167 4.19762 3.87719 5.46988 4.05308 5.53677 4.77416 4.60875 3.80349 threshold=0 0 1 0 1 2 0 3 6 0 0 0 0 1 0 9 0 5 0 3 1 0 2 1 1 0 1 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 18 -1 4 9 -6 10 -3 -5 -4 11 -7 -13 -10 19 -15 -9 -17 -2 20 -8 22 -19 24 -24 26 -25 -27 -28 -20 right_child=1 7 3 8 5 6 14 16 13 -11 -12 12 -14 15 -16 17 -18 21 29 -21 -22 -23 23 25 -26 27 28 -29 -30 -31 leaf_parent=2 18 7 9 8 5 11 20 16 13 9 10 12 12 15 14 17 16 22 29 19 20 21 24 26 24 27 28 27 28 29 leaf_value=-0.0348711 -0.0431906 0.0441107 0.0264678 -0.0501997 0.0353059 -0.0359854 -0.0272291 0.00953146 -0.0201061 -0.0422963 -0.00408091 0.0538762 -0.0289998 0.0617894 -0.0261041 -0.031062 -0.0224739 -0.0350142 -0.0370225 -0.00303493 0.0343991 -0.0131392 0.0745035 0.025552 0.0193039 0.0134147 0.0448225 0.0550153 0.000504377 0.010872 leaf_count=1348 6890 282 1011 240 425 5499 101 759 664 338 1602 623 732 116 1352 350 3063 194 982 4592 409 774 110 819 617 287 188 169 3878 593 internal_value=0 -0.203073 -0.00261883 0.00873665 -0.0541168 -0.0812926 -0.0989476 -0.0598875 0.0680976 0.176094 -0.199565 -0.289901 0.121792 0.0774857 -0.0311498 0.0945302 -0.113335 0.0855849 -0.347715 0.00993467 0.23041 0.0970602 0.114851 0.12424 0.285475 0.0987229 0.0678444 0.260052 0.0246439 -0.129032 internal_count=39006 12569 26437 25090 16684 15335 14910 4104 8406 1349 8456 6854 1355 8166 6454 7502 3822 7386 8465 5102 510 7036 6262 6068 727 5341 4885 456 4066 1575 Tree=454 num_leaves=31 split_feature=33 33 10 82 75 38 74 15 35 13 63 15 14 21 14 32 23 32 7 33 31 24 23 47 47 53 39 15 14 23 split_gain=64.2807 20.0511 8.46099 6.94663 5.29632 4.83067 4.26763 3.19037 1.99583 1.89891 1.88032 1.81777 1.88425 1.7476 1.69046 1.54098 1.52541 1.38682 1.18616 2.04998 1.03349 1.01081 1.15444 0.710521 2.01824 0.392314 0.318563 0.255232 0.211655 0.16964 threshold=0 1 0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1 2 6 0 0 1 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=20 11 3 -3 5 -5 7 18 9 15 26 12 -2 14 27 -9 -11 -8 28 -20 -1 22 -14 -21 -25 -17 -6 -4 29 -7 right_child=1 2 13 4 10 6 17 8 -10 16 -12 -13 21 -15 -16 25 -18 -19 19 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=20 12 3 27 5 26 29 17 15 8 16 10 11 22 13 14 25 16 17 19 23 20 21 22 24 24 25 26 27 28 29 leaf_value=-0.0188629 0.0108498 -0.0441094 -0.015838 -0.0247846 -0.00565249 0.0608553 -0.0288372 0.0151481 -0.0131696 -0.0221381 -0.0439248 -0.0467895 0.000374868 -0.047695 0.021637 0.0383003 0.0255984 0.0158724 -0.00258101 0.0557726 -0.0480117 -0.0462095 -0.0382469 0.0504359 0.0170315 0.0589487 0.0151904 -0.0359111 0.0647815 0.046245 leaf_count=521 275 220 155 205 130 102 148 186 150 117 147 3310 182 528 117 104 124 113 136 210 28584 1237 678 429 165 122 111 180 105 215 internal_value=0 0.0445922 0.145607 0.200687 0.230055 0.275217 0.304978 0.343934 0.203439 0.262685 -0.10271 -0.321801 -0.215531 -0.216114 -0.0967277 0.364374 0.0440638 -0.0681363 0.42935 0.371711 -0.471716 -0.301324 -0.184003 0.417346 0.367415 0.488531 0.0299586 -0.236969 0.55382 0.51079 internal_count=39006 9901 4219 3239 3019 2631 2426 2165 803 653 388 5682 2372 980 452 412 241 261 1362 940 29105 2097 860 804 594 226 241 335 422 317 Tree=455 num_leaves=31 split_feature=59 60 59 14 87 14 7 10 59 59 7 59 92 58 39 21 10 10 10 74 47 2 2 10 3 53 47 7 42 13 split_gain=28.1661 26.264 19.0637 18.149 13.2312 12.1557 12.1123 9.09773 9.03714 13.8113 9.72847 9.72556 8.80066 8.64335 7.78504 8.40793 7.77407 7.63658 10.0083 7.11892 9.64928 6.98592 7.02724 6.80103 6.22057 5.46866 5.46231 5.45439 5.02603 4.59162 threshold=0 1 12 0 0 1 0 0 1 2 0 3 1 1 0 0 2 1 3 0 1 0 1 4 0 1 2 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -2 6 8 24 7 12 10 27 21 -11 -3 -9 15 -6 -15 26 -19 20 28 -4 -23 -20 29 -22 -18 -10 -14 -5 right_child=2 3 4 5 14 -7 -8 13 9 11 -12 -13 19 16 -16 -17 17 18 23 -21 25 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=1 2 12 21 29 15 5 6 13 27 11 10 11 28 16 14 15 26 18 23 19 25 22 22 23 24 25 26 27 28 29 leaf_value=0.038149 0.0533453 0.0462459 0.00205614 -0.00336495 -0.017767 -0.0397247 -0.0175603 0.0680469 -0.0126463 -0.00258173 -0.015009 0.0358364 0.0765609 -0.0307701 -0.0203912 0.0213096 0.043047 -0.0375318 -0.00701031 0.0132103 0.00827603 0.00015673 0.0458424 0.0407702 0.0176539 -0.0215716 -0.0154512 0.0186996 0.00674605 -0.0338819 leaf_count=945 659 243 1283 1215 496 5223 5349 171 564 274 1185 1981 129 266 1285 606 169 118 127 1692 823 250 847 1531 483 6301 822 346 1514 2109 internal_value=0 -0.0524862 0.113555 -0.0786853 0.0887697 -0.241984 -0.0276681 0.0216579 0.139664 0.211092 0.0417484 0.301096 -0.0389138 0.142315 -0.0615333 0.063437 0.103712 0.152387 0.257131 -0.0600935 -0.106674 0.134795 0.301425 0.325452 -0.0910116 -0.17261 -0.0576356 0.00570055 0.121964 -0.179441 internal_count=39006 29230 9776 28285 9117 9030 19255 13906 6730 3165 3565 2255 10702 3204 2387 1102 3033 2767 1776 10459 8767 2380 1097 1658 3807 7124 991 910 1643 3324 Tree=456 num_leaves=31 split_feature=37 32 37 42 44 49 56 2 10 59 23 14 25 69 45 61 85 61 21 69 7 23 63 53 24 36 0 35 84 34 split_gain=16.4691 11.6051 11.1991 11.2619 8.61059 6.72001 6.1629 6.12045 6.97609 5.91966 4.77133 4.77437 5.18713 4.66799 6.30785 4.48217 4.41931 4.2044 4.14173 4.36772 4.21951 4.11766 4.09208 3.88322 3.86275 3.79473 3.7411 3.73799 3.94641 3.55503 threshold=0 0 1 2 2 1 1 0 0 0 7 0 1 0 2 0 0 3 0 3 1 0 2 3 1 2 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 4 9 -4 -1 15 16 8 10 17 -8 12 21 -5 -15 -3 -6 -2 19 -19 -21 -12 -20 -16 -10 -7 -14 -28 -29 -25 right_child=2 5 3 13 6 25 7 -9 24 -11 11 -13 26 14 23 -17 -18 18 22 20 -22 -23 -24 29 -26 -27 27 28 -30 -31 leaf_parent=4 17 15 3 13 16 25 10 7 24 9 21 11 26 14 23 15 16 19 22 20 20 21 22 29 24 25 27 28 28 29 leaf_value=0.0550723 -0.0406443 0.0332769 0.0664747 -0.00612845 0.00408005 0.0338509 0.0459946 -0.0293657 0.0299724 -0.0191578 0.0724298 -0.0233186 -0.0311806 0.07857 0.0426208 -0.0224925 0.0469568 0.0632658 0.044604 -0.0224423 0.017487 0.0030683 -0.0122229 0.0284512 0.00249519 -0.0261512 -0.000936248 0.0229266 -0.0294847 0.00670567 leaf_count=115 280 235 192 1159 1197 147 192 2865 513 1890 181 3230 785 115 314 285 254 116 104 306 1492 307 1532 610 1857 9307 5492 126 1612 2196 internal_value=0 -0.0772824 0.0746962 0.16626 -0.0286356 -0.205452 -0.0396514 -0.0596824 -0.0382221 -0.031127 -0.078415 -0.0884051 -0.0505441 0.1298 0.172108 0.109032 0.192724 0.037686 0.0629154 0.152576 0.109293 0.324185 -0.067187 0.150362 0.117229 -0.247181 -0.0705928 -0.0469276 -0.213657 0.119528 internal_count=39006 28700 10306 4586 18726 9974 18611 17160 14295 5720 11925 11733 8503 4394 3235 520 1451 3830 3550 1914 1798 488 1636 3120 2370 9454 8015 7230 1738 2806 Tree=457 num_leaves=31 split_feature=17 85 24 4 77 16 10 82 74 7 42 37 67 18 29 57 42 57 47 2 24 38 32 91 84 25 15 89 36 37 split_gain=22.1287 20.419 14.5752 14.491 10.5631 10.4075 10.1221 10.0659 9.76917 9.12997 8.96243 8.60445 8.62384 8.3349 9.53213 8.29752 8.01586 7.88853 7.59918 7.22733 7.9935 9.00731 7.02334 6.80052 6.31534 6.17414 6.14429 5.91093 5.68806 5.37911 threshold=0 0 0 1 2 2 2 1 0 1 1 0 1 2 2 4 3 3 0 4 1 2 0 1 0 0 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 8 -1 -2 -5 -6 18 28 -7 -11 12 26 -8 -15 -16 -17 -18 -4 -19 25 -22 23 -23 29 -21 -12 -14 -3 -13 right_child=4 2 7 5 6 9 13 -9 -10 10 11 24 27 14 15 16 17 19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=3 4 28 18 5 6 9 13 7 8 10 26 29 27 14 15 16 17 19 18 25 21 23 22 23 24 25 26 27 28 29 leaf_value=0.0349758 0.0404663 0.0225806 0.0504183 -0.0306647 0.0354296 0.0159161 0.0428305 -0.0278394 0.0200876 -0.0344799 0.0338613 0.00637372 0.0203913 0.0593447 0.0563717 -0.058758 0.0493102 0.0652368 -0.0136709 0.0211702 0.0341068 -0.027085 -0.0180657 0.00451096 -0.0101046 -0.00870489 -0.0181083 -0.0097012 -0.0211879 0.0325792 leaf_count=542 327 210 104 410 517 2123 208 9411 549 804 410 1005 414 113 112 127 132 173 276 1417 245 798 2758 3616 557 708 247 8334 1783 576 internal_value=0 -0.0332854 -0.148656 0.0216114 0.105406 0.00139636 0.0856721 -0.234327 0.0150153 0.0178152 -0.0152482 0.00192892 -0.0441516 0.0632163 0.0484737 0.0367226 0.0259164 0.0350677 0.100451 0.0228252 0.0144464 -0.0331431 -0.057764 0.00454006 0.126014 0.138668 0.207871 -0.0753352 -0.132157 0.194267 internal_count=39006 27755 12333 15422 11251 14880 10924 9791 2542 14470 12347 11543 9405 10407 10199 10086 9974 9847 380 9715 9542 7417 7172 4414 2138 2125 657 8748 1993 1581 Tree=458 num_leaves=31 split_feature=52 47 42 52 63 35 67 14 42 63 85 91 46 16 40 13 13 33 32 35 65 85 37 52 87 35 87 79 36 17 split_gain=23.695 19.7732 16.3113 13.6045 12.9985 18.9844 10.157 9.97747 9.29807 8.82562 7.43425 6.32185 5.59531 6.30324 6.30424 6.39397 8.36652 7.50328 6.8493 6.38878 5.83416 5.90384 5.63864 5.37377 5.05914 5.03548 5.18642 4.86347 4.87682 4.81229 threshold=5 0 1 3 0 0 2 0 2 1 5 0 1 1 2 0 1 0 0 0 0 0 0 2 0 1 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 29 -2 8 9 -5 11 -4 -6 -10 23 -12 22 -15 17 -17 18 27 -18 21 -20 -14 -8 -21 26 -7 28 -16 -3 right_child=1 2 4 6 5 25 7 -9 10 -11 12 -13 13 14 15 16 19 -19 20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 3 29 8 6 9 26 23 7 10 9 12 11 22 14 28 16 19 17 21 24 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0853957 0.0716793 -0.045739 -0.0447158 0.0302356 -0.00870269 0.00384415 0.0325783 -0.0330165 0.0730685 -0.043513 -0.0163848 0.00257593 0.0378135 0.03648 -0.0179843 0.0131376 -0.0319169 -0.00418383 0.0341678 0.0237349 0.00599319 0.088098 -0.00203326 -0.0191291 -0.0330836 0.0117742 -0.0401024 -0.0218066 0.0214364 -0.0061614 leaf_count=111 112 1364 366 408 2108 577 233 5251 111 2917 458 2861 733 327 226 1215 2658 1446 314 314 197 172 337 8772 311 1726 481 552 1833 515 internal_value=0 -0.0194897 0.0320471 -0.130561 0.0522475 -0.0479327 -0.145225 -0.166312 0.110485 -0.252445 0.122319 -0.107064 0.113462 0.128299 0.0979502 0.0761955 -0.0309635 0.13562 0.20108 -0.174847 0.40613 0.545292 0.289201 -0.17012 0.0582777 0.0654037 -0.117158 0.130289 0.170092 -0.310175 internal_count=39006 38895 21258 17637 19379 7809 17525 17117 11570 5025 11204 11866 11093 10635 9565 9238 4498 4740 3294 3283 683 486 1070 9005 625 2784 1058 2611 2059 1879 Tree=459 num_leaves=31 split_feature=80 14 75 42 7 83 6 57 39 23 32 82 73 6 36 91 65 66 75 10 86 24 78 74 47 7 37 70 61 63 split_gain=16.6297 17.202 14.1458 11.2315 9.52049 8.49476 7.94672 7.53644 6.88909 6.2761 6.18313 5.32909 5.06646 5.64726 4.67674 4.66938 4.63775 4.32216 4.30381 4.28192 3.88812 3.93892 4.2037 4.87139 5.03272 3.56845 4.68669 4.35757 3.48864 3.34306 threshold=3 0 0 1 3 1 3 1 0 3 0 1 2 2 2 0 3 0 1 0 1 0 1 0 2 2 0 2 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 11 -2 19 15 -7 29 10 -10 12 -3 -9 -14 -11 -6 -16 -15 -4 -5 -19 -22 -23 28 -25 26 -18 -27 -24 -8 right_child=1 2 18 4 5 6 7 8 9 14 -12 -13 13 17 16 -17 25 20 -20 -21 21 22 23 24 -26 27 -28 -29 -30 -31 leaf_parent=0 3 11 18 19 15 6 29 12 9 14 10 11 13 17 16 15 26 20 18 19 21 22 28 24 24 27 26 27 28 29 leaf_value=0.10972 -0.0347925 0.0181684 -0.0137394 0.050694 0.0199348 0.0570028 0.0045354 -0.0334973 0.030575 0.0444678 -0.0108133 -0.0378323 0.0538966 -0.0052506 0.0414009 0.0882683 0.0375265 0.0295867 0.0263331 -0.00926798 0.0141676 0.0394452 -0.0355051 0.0737639 -0.000417927 0.0384463 -0.0442432 -0.0266378 0.00137824 -0.0391238 leaf_count=108 2301 344 1117 350 289 208 319 432 619 236 2706 9242 179 3720 196 134 266 766 658 129 2850 142 1098 113 486 154 131 7883 493 1337 internal_value=0 -0.0432072 -0.230438 -0.00218019 0.0155044 0.000421481 -0.0113459 -0.0197173 -0.00232201 -0.120359 0.0362804 -0.343905 0.0738599 0.0875674 -0.159888 0.430766 -0.182576 0.0732653 0.0792884 0.376708 0.113796 0.0804933 -0.0382713 -0.0909794 0.149615 -0.20623 0.110336 -0.24189 -0.214216 -0.288875 internal_count=39006 38898 11361 27537 25236 24757 24334 24126 22470 9485 12985 9586 10279 9847 8866 423 8630 9668 1775 479 5948 5182 2332 2190 599 8434 397 8037 1591 1656 Tree=460 num_leaves=31 split_feature=39 63 63 74 65 70 63 71 39 24 71 71 18 91 79 33 59 23 0 55 40 15 39 48 38 33 52 59 63 63 split_gain=15.4643 16.6628 20.8199 17.4335 15.5439 11.8506 11.8348 10.2837 10.2471 10.191 9.25304 10.7597 8.48265 7.97834 7.85741 8.13364 7.16232 6.90773 6.8844 6.52702 6.07709 5.71851 5.88986 5.63703 5.62225 7.98552 5.53578 5.43705 5.08785 5.91885 threshold=0 0 1 0 0 3 2 0 1 1 1 2 2 0 3 0 0 2 1 1 2 0 2 1 1 0 1 0 3 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 -3 4 7 -2 27 9 13 -1 -9 -12 -10 19 -14 17 24 -16 -19 -7 -21 -17 -23 -22 25 -11 -20 -4 -8 -30 right_child=5 2 6 -5 -6 8 28 10 12 16 11 -13 14 -15 15 21 -18 18 26 20 23 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=9 5 2 27 3 4 19 28 10 12 25 11 11 14 13 17 21 16 18 26 20 23 22 22 23 24 25 26 27 29 29 leaf_value=-0.0308924 -0.0511552 -0.0161306 -0.0050207 -0.0388068 -0.037265 -0.0234448 -0.00662678 -0.0100846 -0.0485258 -0.0218233 -0.0116393 0.0343287 -0.0444107 -0.0172669 0.0180777 0.00320205 -0.0389408 0.0197012 -0.00687971 -0.0496581 -0.0247822 0.00454521 0.0292243 0.00543729 -0.00349615 0.0667808 0.00504037 -0.0514125 -0.00945941 0.0208431 leaf_count=1013 202 3638 766 3178 2387 493 484 810 112 130 274 521 124 1712 1189 620 1219 769 1236 132 435 508 1165 4442 3388 104 5350 466 290 1849 internal_value=0 -0.0445543 0.0329137 -0.116941 -0.0750816 0.0442613 0.107598 -0.0358252 0.0479617 -0.103189 0.0940349 0.212285 0.0758464 -0.0162405 0.0796347 0.0834196 -0.0391937 0.0618494 0.0437677 0.0131864 0.0312544 0.179237 0.232954 0.0397225 -0.00455339 0.339595 0.027656 -0.13698 0.154274 0.180774 internal_count=39006 20517 7493 13024 9846 18489 3855 7459 18287 5854 1605 795 11073 7214 10961 10837 4841 8544 7355 5502 5009 2293 1673 4877 3622 234 6586 1232 2623 2139 Tree=461 num_leaves=31 split_feature=14 31 39 31 31 85 85 39 71 14 8 87 66 47 66 47 66 31 66 25 29 11 36 56 55 69 47 35 91 91 split_gain=14.2418 16.1962 13.5915 11.2354 9.80843 8.89915 7.99596 6.82507 6.70985 5.94438 7.88643 6.25602 6.95668 5.62282 5.45867 9.37978 8.15886 7.1049 8.52268 6.17157 5.33139 6.0636 5.61081 5.14991 5.13111 5.11666 5.11518 4.89948 4.82459 4.7487 threshold=0 2 0 8 7 0 1 7 2 1 3 0 0 0 1 5 0 7 2 1 1 1 2 1 1 0 5 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 3 -3 -5 8 27 -4 -6 11 -11 12 13 -8 15 -9 20 -18 25 -17 -16 -22 -23 -7 -13 -19 -20 -2 -25 -29 right_child=6 2 7 4 5 23 9 14 -10 10 -12 24 -14 -15 16 19 17 18 26 -21 21 22 -24 28 -26 -27 -28 29 -30 -31 leaf_parent=1 27 3 7 4 8 23 13 15 8 10 10 24 12 13 20 19 17 25 26 19 21 22 22 28 24 25 26 29 28 29 leaf_value=-0.0337738 0.041661 0.0364828 0.0332179 0.016303 0.0460816 -0.0454774 0.0135095 0.0574147 -0.0303631 0.0639591 0.00766612 0.050404 -0.0262519 -0.0308327 0.0447877 0.0685316 0.0438819 -0.00586936 0.0157304 0.00537182 -0.02401 0.0469341 0.00497681 -0.00356927 0.00311077 0.0258325 -0.0234432 0.0178183 -0.034539 -0.013073 leaf_count=2043 241 172 256 363 285 371 695 188 9904 100 5200 107 1599 258 127 145 105 866 196 1597 325 109 4093 2739 1522 459 2672 1402 567 300 internal_value=0 -0.0154042 -0.00227697 -0.0870816 -0.106997 -0.137376 0.0774073 0.0412994 -0.275593 0.0505963 0.085804 -0.0225916 -0.125387 0.0280026 0.0316416 0.141463 0.0105033 -0.0831091 -0.104634 0.0843467 0.0547026 0.0445792 0.0608905 -0.0774702 0.0586295 0.048369 -0.196344 0.179875 -0.0592663 0.145588 internal_count=39006 27582 25539 14401 14229 13866 11424 11138 10189 9481 5300 4181 2552 953 10882 1930 8952 4298 4193 1742 4654 4527 4202 3677 1629 1325 2868 1943 3306 1702 Tree=462 num_leaves=31 split_feature=24 24 14 14 15 24 86 41 66 10 24 74 86 15 24 66 41 88 52 41 55 87 25 24 91 8 65 44 28 24 split_gain=15.7319 14.0614 11.6868 10.5772 8.61441 9.25118 8.19898 7.95846 7.50323 7.26003 8.67472 7.04788 6.87145 6.5287 5.54944 4.88875 4.67022 4.48397 4.46023 4.42752 4.30652 4.96984 4.0364 4.03277 3.93131 3.8948 4.51241 3.84007 3.71672 4.07125 threshold=0 1 0 1 0 2 1 0 0 1 9 1 2 0 8 0 3 0 2 1 1 0 0 2 1 1 3 1 1 7 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 8 20 -4 5 24 -6 13 -2 -7 -11 17 -10 15 -12 -5 -13 23 -16 -9 21 -1 -15 -8 -3 -18 -27 -20 -29 -30 right_child=1 4 3 7 6 9 11 19 12 10 14 16 -14 22 18 -17 25 -19 27 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_parent=21 8 24 3 15 6 9 23 19 12 10 14 16 12 22 18 15 25 17 27 19 20 21 22 23 24 26 26 28 29 29 leaf_value=-0.0319181 -0.00138953 0.0366911 -0.0309113 0.0239409 0.0235992 -0.0255254 -0.0123025 0.0220901 0.0353285 0.0924247 0.0700296 0.0429556 -0.02783 -0.0406814 0.0649266 -0.0309586 -0.0472973 -0.0196832 -0.0342833 0.08865 -0.0286444 0.0467164 0.0163016 0.0453666 -0.00583293 0.0477126 -0.0116542 -0.0228535 0.0646276 0.0192878 leaf_count=857 2817 151 1878 478 1049 329 147 222 283 115 116 125 6148 603 151 490 371 301 179 125 12274 226 130 351 2100 142 4108 172 144 2424 internal_value=0 0.017249 -0.152551 -0.00348449 0.0721299 0.147236 -0.00802921 0.10897 -0.106934 0.224386 0.254615 -0.0565729 -0.234468 0.0205703 0.227113 0.153536 -0.104391 0.198733 0.201193 0.509144 -0.258236 0.0934767 -0.245892 0.323204 -0.0150865 -0.12238 -0.0987625 0.177987 0.196066 0.218274 internal_count=39006 21723 17283 3926 12475 5881 6594 2048 9248 3630 3301 5545 6431 1701 3186 968 4746 799 3070 347 13357 1083 733 498 2251 4621 4250 2919 2740 2568 Tree=463 num_leaves=31 split_feature=33 33 10 82 33 42 25 33 33 85 88 31 31 14 7 23 24 24 41 7 91 15 39 86 23 23 7 66 23 14 split_gain=58.9033 16.8886 8.23637 6.55743 5.63204 5.22202 4.40612 3.23412 3.6293 1.8143 2.15085 1.61313 1.55937 1.99532 1.53057 1.25527 1.13694 0.870524 0.78062 0.635997 0.543072 0.818951 0.383249 0.267408 0.99792 0.169634 0.378654 0.222604 0.146593 0.190072 threshold=0 1 0 1 2 1 0 4 3 0 0 6 0 1 1 0 0 0 0 2 1 0 0 1 0 1 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=11 12 3 -3 14 -6 7 -7 -9 10 18 -1 13 -2 -5 16 -15 -16 -4 -10 -21 28 -23 24 -13 26 27 -25 -22 -30 right_child=1 2 9 4 5 6 -8 8 19 -11 -12 23 -14 15 17 -17 -18 -19 -20 20 21 22 -24 25 -26 -27 -28 -29 29 -31 leaf_parent=11 13 3 18 14 5 7 6 8 19 9 10 24 12 16 17 15 16 17 18 20 28 22 22 27 24 25 26 27 29 29 leaf_value=-0.0105154 0.00889013 -0.0442332 0.0179285 0.0207665 -0.019751 0.00161082 -0.00403657 0.0104778 0.0268751 -0.049205 -0.0461686 -0.0199689 -0.047785 -0.00248197 -0.0066168 -0.044567 -0.0417789 -0.0390606 -0.0163561 0.0560471 0.0592419 0.0425118 0.0229921 -0.0361227 -0.0505388 -0.0491782 -0.0288456 -0.0505801 0.0438144 0.0554682 leaf_count=526 479 218 199 203 143 106 202 182 111 313 295 1057 2207 452 238 1870 708 480 180 404 138 128 110 1015 2322 20059 922 3174 432 133 internal_value=0 0.0432208 0.136633 0.192606 0.221383 0.270793 0.308106 0.353786 0.392923 -0.217415 -0.100979 -0.460195 -0.298369 -0.221927 -0.110624 -0.302462 -0.164003 -0.218745 0.0486745 0.450358 0.469511 0.433415 0.318279 -0.471159 -0.400619 -0.480589 -0.437851 -0.47229 0.493482 0.474442 internal_count=39006 9931 4215 3228 3010 2089 1946 1744 1638 987 674 29075 5716 3509 921 3030 1160 718 379 1456 1345 941 238 28549 3379 25170 5111 4189 703 565 Tree=464 num_leaves=31 split_feature=59 60 59 59 32 59 31 59 59 10 43 54 22 14 7 69 10 10 10 24 32 56 43 31 3 32 66 10 91 23 split_gain=26.5141 21.1463 17.7535 28.8278 16.143 15.2697 11.0561 10.722 9.89709 8.81612 8.38571 8.04397 8.2878 7.73164 7.67169 7.27148 6.78205 6.76722 6.84888 6.55112 7.70341 5.60713 5.3323 8.74915 5.17964 5.06477 5.04241 5.14349 5.83025 5.05937 threshold=0 1 1 2 0 3 1 4 6 8 1 1 2 0 0 0 7 0 1 1 0 1 0 0 1 1 5 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 9 -4 6 -5 26 15 -9 -2 24 -12 -13 22 17 -7 -14 19 -19 20 -11 -18 23 -6 -8 -24 -3 28 -28 -29 right_child=2 4 3 5 13 7 10 8 -10 14 11 12 16 -15 -16 -17 21 18 -20 -21 -22 -23 25 -25 -26 -27 27 29 -30 -31 leaf_parent=1 9 26 3 5 23 15 24 8 8 20 11 12 16 13 14 15 21 18 18 19 20 21 25 23 24 25 28 29 28 29 leaf_value=0.034478 0.0580358 0.0696369 -0.00606895 -0.00397727 -0.0326207 0.0371739 -0.0232639 -0.0100659 0.0444123 0.0437991 0.0150394 0.0617773 0.0529153 -0.0367933 -0.0176228 -0.0201758 0.0113404 -0.00790877 0.0286249 -0.0177571 -0.0354454 -0.0164827 0.0151608 0.00960218 0.0207725 -0.0228622 0.0468769 0.0525346 -0.0117991 0.00775945 leaf_count=944 214 114 1314 397 3940 190 239 150 2573 267 1187 138 137 4559 1561 170 610 351 1093 1335 139 11681 811 880 1388 575 149 470 1074 356 internal_value=0 -0.0500889 0.112451 0.193622 -0.0737047 0.298654 -0.018359 0.357726 0.409447 -0.00903362 -0.054286 -0.0883662 -0.119104 -0.210021 -0.0297766 0.0389368 -0.130687 0.0454234 0.165666 -0.0768554 0.208186 -0.141438 -0.130779 -0.218469 0.136126 0.0170235 0.183858 0.141004 -0.00765244 0.30431 internal_count=39006 29252 9754 4794 28308 3480 17543 3083 2723 4960 15380 13753 12566 10765 4746 360 12428 3185 1444 1741 406 12291 6206 4820 1627 1386 2163 2049 1223 826 Tree=465 num_leaves=31 split_feature=37 61 37 42 59 38 21 49 49 65 92 66 74 85 38 61 70 86 86 33 88 71 31 2 46 54 75 85 9 86 split_gain=12.567 12.2093 7.28643 9.48845 6.80331 6.59359 5.77022 5.57357 5.40128 5.98296 5.87869 6.50252 5.67397 5.32273 5.29344 5.24839 4.88565 5.84589 5.67845 5.53745 5.54696 7.98579 4.87099 4.82721 4.571 4.51186 4.39714 4.05922 4.05601 3.74745 threshold=0 0 1 2 0 2 0 2 1 0 1 0 0 2 1 1 3 3 2 0 0 0 2 0 1 1 0 4 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 4 -4 6 -1 26 -7 -9 10 -10 13 14 -12 -11 27 -5 -18 -19 29 21 -21 -13 -16 -15 -22 -2 -3 -26 -20 right_child=2 15 3 16 -6 7 -8 8 9 12 11 22 -14 24 23 -17 17 18 19 20 25 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_parent=5 26 27 3 16 4 7 6 8 10 14 13 22 12 24 23 15 17 18 29 21 25 21 22 23 28 25 26 27 28 29 leaf_value=0.0345064 0.00612113 0.042628 0.0593273 0.0638564 -0.019866 0.0274436 -0.00963271 0.0119427 0.0352681 0.0840571 0.0267983 0.0133896 -0.0213582 0.0518622 0.0224836 -0.0303985 0.0532677 0.0362339 0.0145219 0.00251941 0.0416443 0.0665147 -0.0244776 -0.0346395 0.0414027 -0.0144626 0.0369031 -0.0131962 -0.0117748 -0.0110455 leaf_count=273 1551 145 197 108 1870 221 1785 984 304 114 546 401 577 119 1092 5398 148 335 524 275 124 236 7562 559 174 449 454 5020 5329 2132 internal_value=0 -0.069439 0.0638583 0.138013 -0.0222157 -0.017496 0.0507656 -0.0312971 -0.0456582 -0.072643 -0.106274 -0.120987 0.0980657 -0.0349324 0.204215 -0.195871 0.104027 0.0880102 0.0642816 0.0280602 0.181905 0.369445 -0.210563 0.139197 -0.0757742 -0.00758208 0.155728 -0.106202 -0.0960583 -0.0486886 internal_count=39006 28818 10188 4528 5660 18255 3790 17982 17761 16777 14435 14131 2342 6168 1765 10563 4331 4223 4075 3740 1084 511 7963 1651 5622 573 2005 5165 5503 2656 Tree=466 num_leaves=31 split_feature=89 1 89 68 42 46 89 89 46 1 46 89 14 89 46 29 18 29 57 88 57 14 85 24 1 70 1 89 6 24 split_gain=21.3144 20.7568 21.7217 20.7421 20.5842 22.917 20.4602 19.2667 19.8228 20.1764 20.7756 19.8181 20.0326 19.7803 16.6351 15.4355 16.5822 10.9603 10.602 10.2486 9.31682 9.28285 8.7149 8.4 8.28103 8.50072 8.94972 8.00051 8.53433 8.41284 threshold=7 4 5 5 1 5 4 2 4 2 2 6 0 3 3 1 2 2 3 4 4 1 0 0 1 4 3 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 23 -12 13 -13 -15 -16 -17 -18 -19 -20 -21 22 -14 -11 -22 -26 -27 -28 -29 -30 right_child=1 2 3 4 5 6 7 8 9 10 11 12 21 14 15 16 17 18 19 20 24 -23 -24 -25 25 26 27 28 29 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 23 11 13 22 14 15 16 17 18 19 20 24 21 22 23 25 26 27 28 29 29 leaf_value=0.0740862 0.0568183 0.0662317 0.0741797 -0.0256571 0.0749521 0.0476572 0.0280959 0.0606289 0.0351145 0.00311695 0.0590585 0.0474612 0.00163856 0.0448993 0.0112157 0.0457868 0.033998 0.042615 0.0501057 0.0522836 0.00601083 -0.0347138 -0.0311703 0.0515368 0.0384753 0.0340877 0.00303859 0.0240173 -0.00925711 -0.0243066 leaf_count=109 202 152 106 3597 118 267 757 142 541 210 143 244 2143 203 1683 240 174 143 158 123 1247 5318 2031 261 103 141 1022 153 3894 13381 internal_value=0 0.00971944 0.0021789 -0.00458693 -0.0103596 0.00714132 0.000219981 -0.0095001 -0.0248175 -0.0324531 -0.0453941 -0.059824 -0.0678791 -0.0338495 -0.0465099 -0.0577077 -0.0887017 -0.100938 -0.111188 -0.119513 -0.126589 -0.225431 -0.110508 0.320794 -0.132806 -0.151586 -0.159196 -0.16791 -0.187897 -0.198769 internal_count=39006 38897 38695 38543 38437 34840 34722 34455 33698 33556 33015 32544 32401 22909 22665 22462 20779 20539 20365 20222 20064 9492 4174 471 19941 18694 18591 18450 17428 17275 Tree=467 num_leaves=31 split_feature=66 52 42 78 14 14 46 46 61 14 10 40 40 34 63 70 87 87 1 90 61 61 71 73 31 35 39 73 77 71 split_gain=23.1932 13.8792 12.8796 12.107 12.4428 13.1186 9.88445 8.93106 8.79545 8.24688 8.04517 9.68501 8.14606 7.93528 7.72096 6.87976 6.50081 6.05327 5.88376 5.86517 5.84922 5.81962 5.51348 5.12958 6.47884 5.31332 6.18938 6.26439 5.08725 5.09479 threshold=0 4 2 12 0 1 3 2 0 2 0 1 3 0 0 3 0 1 1 1 1 0 0 2 0 0 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=8 -2 -3 -4 6 21 -5 -8 -1 14 11 18 -13 19 -7 -14 23 -18 -9 -12 -10 -6 -22 -17 25 26 27 -25 -26 -30 right_child=1 2 3 4 5 9 7 10 20 -11 13 12 15 -15 -16 16 17 -19 -20 -21 22 -23 -24 24 28 -27 -28 -29 29 -31 leaf_parent=8 1 2 3 6 21 14 7 18 20 9 19 12 15 13 14 23 17 17 18 19 22 21 22 27 28 25 26 27 29 29 leaf_value=-0.0328449 0.0672109 -0.0472739 0.063726 -0.054663 -0.0184423 0.0268699 -0.035626 0.0732999 -0.0290837 -0.0412383 0.0442441 0.0455671 -0.0419479 -0.0288841 -0.0304605 0.0414033 0.00392339 -0.0288824 0.0222627 -0.00190403 0.0124022 0.0116155 -0.0153328 0.0632144 -0.0392219 0.0223415 -0.0166406 0.00786181 -0.0051675 0.0264122 leaf_count=9313 133 581 109 175 1555 489 315 115 2911 2584 223 204 161 1759 757 242 1507 1307 1516 2360 1395 1415 1395 109 318 1256 1324 1422 1670 386 internal_value=0 0.029579 0.0219543 0.0312534 0.0239836 -0.10727 0.0588939 0.0665041 -0.181308 -0.275199 0.0764764 0.105588 0.0689348 -0.0570576 -0.0406029 0.0536164 0.0646109 -0.0839668 0.261098 0.0353651 -0.0877874 0.0296559 -0.0140732 0.0984596 0.0830197 0.141632 0.0424519 0.142554 -0.0271137 0.0128549 internal_count=39006 23992 23859 23278 23169 6800 16369 16194 15014 3830 15879 11537 9906 4342 1246 9702 9541 2814 1631 2583 5701 2970 2790 6727 6485 4111 2855 1531 2374 2056 Tree=468 num_leaves=31 split_feature=24 80 14 66 17 74 80 74 3 75 42 13 24 8 84 44 54 68 57 19 57 83 24 78 7 57 13 69 16 13 split_gain=15.8012 11.2734 9.81878 8.56638 8.54268 8.55328 7.43098 7.06808 6.95171 5.51622 5.166 5.15455 5.0764 4.97103 4.88086 4.56818 4.4997 4.4704 4.69704 4.92483 5.83963 5.77868 4.30703 5.67702 6.70878 4.29402 4.48103 4.61483 4.61308 4.97081 threshold=0 1 0 0 0 0 2 3 0 0 1 0 1 2 1 1 2 1 2 3 1 1 1 1 2 1 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 11 4 16 5 22 -5 -8 25 -4 -9 -1 -11 -12 -7 -15 -3 -17 -19 -20 -21 -22 23 -2 -25 -6 27 -27 -28 -30 right_child=2 3 9 6 8 14 7 10 -10 12 13 -13 -14 15 -16 17 -18 18 19 20 21 -23 -24 24 -26 26 28 -29 29 -31 leaf_parent=11 23 16 9 6 25 14 7 10 8 12 13 11 12 15 14 17 16 18 19 20 21 21 22 24 24 27 28 27 29 29 leaf_value=0.0549585 0.0601986 0.0422022 -0.0403148 0.0781511 -0.043849 0.0539012 0.0702009 -0.033541 -0.0217483 0.0309231 -0.0378939 -0.0039489 -0.031585 -0.0258457 -0.00142615 0.0296661 -0.0158454 -0.0497842 0.0573084 -0.033251 0.0674283 0.00626133 -0.0339041 0.0422768 -0.0233827 0.0116755 0.0542884 0.0861776 0.017344 -0.0303392 leaf_count=449 125 219 6308 104 160 239 141 743 1053 465 291 197 678 427 1600 644 7209 177 140 468 111 5941 5497 169 3075 205 259 234 995 684 internal_value=0 0.0363908 -0.132891 0.0123113 -0.07765 -0.151989 0.0617378 0.0501997 0.0767217 -0.316425 0.0378866 0.402021 -0.0325293 0.0538975 0.0587031 0.0677548 -0.131958 0.0851923 0.0574618 0.0700124 0.0551586 0.0786895 -0.232785 -0.121174 -0.165495 0.174378 0.212947 0.538745 0.132469 0.050455 internal_count=39006 17260 21746 16614 14295 10705 9186 9082 3590 7451 8941 646 1143 8198 1839 7907 7428 7480 6836 6659 6519 6052 8866 3369 3244 2537 2377 439 1938 1679 Tree=469 num_leaves=31 split_feature=32 16 24 71 85 12 22 70 67 67 38 58 90 71 78 54 85 32 59 42 85 90 35 24 63 71 63 15 23 33 split_gain=15.4552 11.7812 11.2993 13.5519 8.72039 8.50583 8.50191 8.00948 7.96738 7.42405 6.73302 6.61718 6.48434 6.29282 6.21701 6.48305 6.17262 6.15994 6.02815 5.99585 9.9197 6.52122 5.91606 5.9021 9.25792 11.4866 8.99622 5.51171 5.48479 5.28598 threshold=0 2 0 0 0 3 2 2 3 1 1 3 2 1 2 3 1 1 2 1 1 1 2 1 0 0 1 6 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 3 4 -3 -2 -7 -4 -8 -10 29 -9 -11 -5 -14 -16 -12 18 -17 20 -19 -21 -13 24 25 -24 -26 -23 -20 -6 right_child=5 2 7 13 10 6 8 11 9 12 16 22 14 -15 15 17 -18 19 28 21 -22 27 23 -25 26 -27 -28 -29 -30 -31 leaf_parent=1 5 4 7 13 29 6 8 11 9 12 16 22 14 13 15 18 16 20 28 21 20 27 25 23 26 25 26 27 28 29 leaf_value=-0.0493738 -0.042042 -0.0281131 -0.0279613 -0.0104572 -0.0149524 -0.0469724 -0.0602437 -0.0553477 -0.00984484 -0.0503903 -0.0319084 -0.0202477 -0.0260789 0.0154851 -0.056106 -0.0523817 -0.0021759 -0.0313913 0.0166678 -0.024829 0.0128448 0.045628 -0.0190444 0.00672827 -0.0153218 0.0101664 0.0106805 0.0155369 0.00294761 0.0517403 leaf_count=793 186 8312 545 1516 124 162 114 119 1024 144 760 612 315 917 120 157 732 180 1269 215 437 176 2202 5243 751 671 1718 4362 5020 110 internal_value=0 -0.0237952 -0.0184728 -0.10418 -0.180906 0.0608453 0.0652855 0.00983351 0.0693146 0.0723445 -0.0678647 0.0177371 0.0834989 0.0485676 0.0865166 0.0914352 -0.12306 0.094204 0.0523933 0.135434 -0.0147804 0.157619 0.0211362 0.0289453 -0.0180826 -0.106388 0.0532282 0.167867 0.0582899 0.269371 internal_count=39006 25125 24332 12471 10038 13881 13695 11861 13533 13419 1726 11316 12395 2433 12251 11936 1492 11816 6446 5370 617 4753 11197 10585 5342 2873 2469 4538 6289 234 Tree=470 num_leaves=31 split_feature=56 42 91 14 56 71 69 42 90 47 91 38 13 69 53 46 67 72 42 16 13 63 71 63 47 47 47 66 36 87 split_gain=12.0333 11.4659 12.9138 9.71339 9.89463 8.74766 7.43823 7.41389 7.49938 7.52749 7.30332 6.95278 6.917 6.65845 6.61206 6.6082 6.29996 6.12306 5.72677 5.88584 5.23186 7.99894 15.3866 8.4326 7.13115 8.18917 16.6808 6.40292 5.85792 4.99526 threshold=2 4 0 4 1 0 5 2 1 3 1 1 0 4 0 2 1 2 5 1 0 0 0 1 2 0 1 4 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 5 12 -3 14 -8 -9 11 13 -10 -5 -4 -6 -11 -14 -13 -17 -20 21 22 -21 -23 -25 -26 -27 -22 -29 -12 right_child=1 2 10 4 6 -7 7 8 9 15 29 17 16 -15 -16 18 -18 -19 19 20 27 23 -24 24 25 26 -28 28 -30 -31 leaf_parent=0 1 5 13 12 14 5 7 8 11 15 29 17 16 13 14 18 16 17 19 22 27 23 22 24 25 26 26 28 28 29 leaf_value=-0.0441803 0.0413645 0.054362 0.0489967 -0.0395657 0.0614643 0.00666208 0.0202624 -0.0248087 0.0380076 -0.0473924 -0.03924 0.0181422 0.0360932 -0.00714275 0.00986631 0.0419218 -0.018421 -0.0254856 -0.0108262 -0.0179653 -0.0197532 -0.0116911 0.00881238 -0.0118894 -0.00901065 0.00911115 0.0482559 0.0384867 0.00729378 -0.00591551 leaf_count=1212 243 188 128 1594 133 278 807 1020 135 263 2277 124 143 4964 265 113 616 1488 1771 5394 418 1712 1738 376 511 957 432 209 8820 677 internal_value=0 0.0205305 0.01614 0.0319163 0.0251552 0.278282 0.0329509 0.0278044 0.019921 0.0253571 -0.108453 -0.137317 -0.198473 -0.0486258 0.296475 0.0345293 -0.0149954 -0.187222 0.0372507 0.0340945 0.0428702 0.00161638 -0.066824 0.0659707 0.115233 0.15654 0.209512 0.0714476 0.0805274 -0.273776 internal_count=39006 37794 37551 29505 29039 466 26686 26288 25481 24461 8046 1747 2353 5092 398 22714 759 1612 22451 22338 20567 11120 7132 3988 2276 1900 1389 9447 9029 2954 Tree=471 num_leaves=31 split_feature=75 41 13 66 15 14 41 48 24 59 34 85 87 24 3 13 14 85 55 71 34 13 55 63 59 13 0 26 32 79 split_gain=15.1488 13.5837 10.9138 9.4899 7.45113 7.4779 7.24477 6.76964 6.72064 5.99888 5.8852 5.81745 4.74198 5.53717 5.46205 4.94041 4.71102 5.95292 4.45707 4.28518 4.24879 4.09512 4.5104 4.96321 4.2567 4.1662 4.06895 4.07182 3.9793 3.82232 threshold=0 0 0 0 0 0 1 1 9 2 0 0 7 0 0 10 0 1 1 0 1 4 1 0 0 2 1 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 4 5 -1 21 -4 -9 -10 16 -2 -11 18 15 -15 17 -8 -14 -5 -12 -3 23 24 -23 -24 -17 -28 -7 -19 right_child=11 6 7 19 -6 28 10 8 9 12 20 -13 13 14 -16 26 -18 29 -20 -21 -22 22 25 -25 -26 -27 27 -29 -30 -31 leaf_parent=5 11 21 7 19 4 28 17 8 9 12 20 11 18 15 14 26 16 29 18 19 20 24 25 23 24 25 27 27 28 29 leaf_value=-0.0137555 -0.0375855 0.0360873 -0.035605 -0.0399844 -0.0273939 0.0275747 0.0517066 0.0666349 0.0606671 0.0474912 0.0154336 -0.0119397 0.0364225 0.0540407 -0.0313427 -0.0224224 0.0487586 0.0516035 -0.0216073 -0.00908437 -0.0360266 0.0168339 0.0251133 -0.0253945 0.0914101 -0.0069363 0.0495588 0.0046891 -0.0157879 -0.00100333 leaf_count=2302 5019 198 740 5304 1916 598 269 134 112 131 758 3454 136 152 460 734 506 240 1830 1703 840 179 336 144 106 3803 155 5311 215 1221 internal_value=0 -0.00349475 -0.0550098 -0.158899 -0.0641829 0.0261856 0.105756 0.00903926 0.0273142 0.0164302 0.225778 -0.220793 0.00573287 -0.00509784 0.0323721 0.0536944 0.301672 0.193722 -0.167112 -0.31907 -0.0286736 0.0277078 0.00148004 0.312977 0.521464 -0.0318492 0.0391472 0.0619502 0.19242 0.0697513 internal_count=39006 30533 21933 12038 5031 3115 8600 9895 9155 9021 3834 8473 8909 8778 6812 6352 2236 1730 1966 7007 1598 4766 4568 429 285 4139 6200 5466 813 1461 Tree=472 num_leaves=31 split_feature=33 33 75 85 88 74 38 14 75 56 85 64 88 32 33 35 37 14 71 23 24 13 15 91 23 69 13 85 66 47 split_gain=56.2918 15.4634 8.04836 6.13158 4.76688 3.5285 3.24214 3.06431 2.15649 2.03634 1.97791 1.8892 1.75948 1.54542 2.11465 1.7124 1.50041 1.69758 1.06526 0.907251 0.898459 0.746529 0.484335 0.446035 0.509702 0.36751 0.437958 0.856479 0.281735 0.252047 threshold=0 1 0 0 0 0 1 1 1 1 1 1 1 2 2 0 0 1 0 0 0 0 0 1 0 0 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=25 16 3 4 5 9 -5 -8 21 -3 -9 -11 18 -13 -15 23 17 -2 -6 20 -19 22 -4 24 -16 26 27 -1 -25 -21 right_child=1 2 8 6 12 -7 7 10 -10 11 -12 13 -14 14 15 -17 -18 19 -20 29 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_parent=27 17 9 22 6 18 5 7 10 8 11 10 13 12 14 24 15 16 20 18 29 20 21 22 28 24 25 26 27 28 29 leaf_value=-0.0191162 0.00501363 0.00237167 0.0121466 -0.0526693 -0.00773506 -0.00628032 0.0485475 0.00347712 -0.0494013 -0.00155147 -0.0458002 0.0664293 -0.0410715 0.00137673 0.0196999 0.0152099 -0.0507417 -0.00433475 0.0324371 -0.0508141 -0.0408397 -0.0310998 -0.0141853 0.0599759 0.0446728 -0.0504481 -0.0454819 -0.0504692 0.0457336 -0.0339319 leaf_count=1376 477 152 109 240 182 219 104 256 395 101 212 129 190 221 139 172 1885 419 117 890 642 140 150 106 178 10105 16532 1068 696 1404 internal_value=0 0.0420059 0.132289 0.189494 0.253329 0.306135 -0.0868314 0.0261602 -0.215251 0.345599 -0.102382 0.374496 -0.0663501 0.398608 0.367864 0.403081 -0.290795 -0.227726 0.0612806 -0.299552 -0.169245 -0.0800455 0.00384954 0.447318 0.349464 -0.460109 -0.439107 -0.33497 0.482081 -0.402565 internal_count=39006 9925 4208 3414 2602 2113 812 572 794 1894 468 1742 489 1641 1512 1291 5717 3832 299 3355 1061 399 259 1119 317 29081 18976 2444 802 2294 Tree=473 num_leaves=31 split_feature=3 41 69 69 41 56 56 41 56 3 60 14 56 37 30 71 66 24 43 24 27 57 19 17 88 17 59 54 86 65 split_gain=24.9918 21.0408 16.3776 16.5985 15.9607 11.8197 10.619 10.05 9.65476 9.10704 8.4642 7.83161 7.35603 6.74589 6.48917 5.92939 5.94631 5.63761 5.06887 4.90909 4.71293 4.82303 4.26768 4.06281 5.32538 6.4109 6.94916 3.8791 5.05121 3.83655 threshold=0 0 0 1 1 3 2 2 1 1 1 0 2 0 1 0 5 0 0 0 1 1 0 1 1 0 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 14 9 12 -1 -7 22 13 -4 -10 -12 -3 -8 -2 16 -14 20 -9 -18 -16 -22 -6 -23 -25 -26 -27 -21 -29 -5 right_child=2 4 3 29 7 6 8 18 10 -11 11 -13 15 -15 17 -17 19 -19 -20 27 21 23 -24 24 25 26 -28 28 -30 -31 leaf_parent=5 14 12 9 29 22 6 13 18 10 9 11 11 16 13 20 15 19 17 18 27 21 23 22 24 25 26 26 28 28 29 leaf_value=0.0551056 0.0537017 0.0406305 0.000362536 0.00641584 -0.00738892 0.0264575 0.0217464 0.0139116 0.0300282 0.0377374 -0.0153069 -0.0345652 0.0456248 -0.0200738 0.0491812 -0.0267094 0.00677341 0.00682161 0.0353338 0.0212226 0.0533195 0.0398071 0.0194983 0.0435888 0.0172868 -0.0601927 0.00910757 0.0245702 -0.027206 -0.0170051 leaf_count=146 523 139 802 524 962 380 845 836 299 929 14151 6935 111 502 692 1487 840 1101 788 163 288 495 348 333 827 128 194 172 1445 1621 internal_value=0 -0.0383988 0.130863 0.0190086 0.0535937 -0.122231 -0.13453 0.1522 -0.153509 0.211864 -0.185795 -0.200687 -0.0708337 0.0699498 0.245045 -0.0976398 -0.033381 0.210021 0.246533 -0.064141 0.280188 0.221433 0.00539927 0.169287 0.0994161 0.0181255 -0.246072 -0.164349 -0.21315 -0.113859 internal_count=39006 30549 8457 3876 7291 23258 23112 2934 22732 1731 21385 21086 4357 1347 4581 4218 2731 4058 1624 2620 2957 2265 1310 1977 1482 1149 322 1780 1617 2145 Tree=474 num_leaves=31 split_feature=44 49 44 16 85 16 16 16 91 14 22 49 49 66 53 14 3 92 49 41 28 53 0 24 2 35 69 63 38 69 split_gain=12.1168 13.0885 12.4925 11.0221 9.67472 7.98843 7.38022 6.65068 6.53496 6.48682 5.66188 5.31071 5.42507 6.32033 8.06749 7.64165 5.89085 5.68292 5.88503 5.31619 5.3096 5.22743 4.85418 4.807 4.90803 4.48344 4.05872 8.10651 3.81076 3.75586 threshold=1 4 3 4 9 3 1 2 0 0 3 3 1 0 0 0 1 1 2 0 2 1 1 2 1 0 0 1 1 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=28 -2 -3 -4 -5 -6 23 9 10 25 -9 -12 26 14 15 16 -14 19 -19 -15 -20 -16 -18 -7 -25 -8 27 -13 -1 -26 right_child=1 2 3 4 5 6 7 8 -10 -11 11 12 13 17 21 -17 22 18 20 -21 -22 -23 -24 24 29 -27 -28 -29 -30 -31 leaf_parent=28 1 2 3 4 5 23 25 10 8 9 11 27 16 19 21 15 22 18 20 19 20 21 22 24 29 25 26 27 28 29 leaf_value=-0.0107354 0.0446264 0.0592384 0.0500791 0.0615987 0.0331318 -0.025508 0.0160897 0.0500369 -0.0269841 0.0529527 0.0217275 0.0697597 0.0714546 0.0424405 -0.00426934 -0.0232947 -0.0454186 0.0091366 0.0367091 -0.0279725 -0.02566 -0.0379097 0.00730565 0.0463552 0.0534102 -0.0260716 -0.00946084 0.00297954 0.0220155 0.00227522 leaf_count=236 184 123 244 142 399 388 405 120 6973 173 216 147 127 253 952 1768 182 261 142 162 12252 2594 3879 369 126 499 1013 652 1464 2561 internal_value=0 -0.0483947 -0.058198 -0.0654534 -0.0728902 -0.0783264 -0.0859343 -0.106592 -0.120633 0.109018 -0.0993984 -0.104627 -0.113844 -0.137997 -0.0663763 0.00288912 0.0705615 -0.1982 -0.218854 0.147286 -0.244099 -0.240363 0.045975 0.0560293 0.104363 -0.00583155 0.0152322 0.149945 0.170881 0.0549787 internal_count=39006 37306 37122 36999 36755 36613 36214 32770 31693 1077 24720 24600 24384 22572 9502 5956 4188 13070 12655 415 12394 3546 4061 3444 3056 904 1812 799 1700 2687 Tree=475 num_leaves=31 split_feature=17 83 57 13 13 89 89 4 47 59 59 59 3 17 66 16 89 89 70 65 1 34 78 23 23 0 74 8 7 34 split_gain=21.5147 16.9126 16.522 16.1789 19.6038 10.9131 10.0338 9.95744 9.90088 12.306 9.82225 17.2615 12.2435 16.4271 9.29657 9.01794 9.56986 8.90966 11.1558 8.80307 8.41931 8.39671 8.00832 7.45851 6.85287 6.70528 6.67614 7.51991 6.55359 6.07961 threshold=0 1 2 0 1 4 3 1 0 2 0 1 0 1 4 2 2 1 3 0 1 0 2 0 0 1 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 5 26 -4 -7 -8 9 -2 12 24 25 -14 -10 -9 -17 29 -19 -6 -20 -15 -22 -24 -12 -11 27 -5 -25 -18 right_child=8 2 3 4 19 6 7 15 14 10 11 -13 13 21 -16 16 17 18 20 -21 22 -23 23 28 -26 -27 -28 -29 -30 -31 leaf_parent=1 9 2 5 27 19 6 7 15 14 25 24 11 13 21 14 16 29 18 20 19 22 21 23 28 24 25 26 27 28 29 leaf_value=0.0464155 0.067567 0.0361513 0.0536934 0.029356 -0.0425862 0.0475056 0.0264128 -0.036177 0.033382 0.052791 -0.0269783 -0.0403638 0.00537719 0.0152843 0.00035324 0.0296996 0.0251845 0.042625 0.0187556 -0.0102881 0.0257854 0.085533 -0.0243714 0.007968 0.03104 0.00594848 0.0135771 -0.0191696 -0.0119814 -0.0264406 leaf_count=298 255 378 114 313 7230 132 461 394 509 135 331 964 614 134 5749 264 634 144 585 1320 250 372 3985 1146 503 1725 725 2828 6356 158 internal_value=0 -0.0427096 -0.0533141 -0.0662371 -0.183409 -0.0200398 -0.0291798 -0.0386147 0.0950301 0.185024 0.150361 -0.0323286 0.229913 0.450508 0.0329789 -0.0545014 -0.0395817 -0.0547376 -0.0771724 -0.336276 -0.0907683 0.703017 -0.109829 -0.124493 0.194422 0.112029 -0.0316794 -0.125672 -0.080694 0.166485 internal_count=39006 27715 27417 27039 12416 14623 14509 14377 11291 5033 4778 1798 2980 1120 6258 13916 13522 13258 12466 8550 12322 506 11737 11487 834 1860 3866 3141 7502 792 Tree=476 num_leaves=31 split_feature=66 40 40 40 87 87 85 87 85 16 16 7 85 66 23 36 24 63 56 38 70 67 7 35 12 59 72 65 42 73 split_gain=18.1528 12.2958 11.9799 14.1345 10.5219 10.0792 8.74341 8.05975 7.73111 6.22445 7.12101 5.74757 5.46824 5.27092 4.86674 4.84968 4.44291 4.43218 4.36002 4.34773 4.24551 4.23555 6.17312 5.14187 5.76727 6.47509 4.8847 3.87567 3.80281 3.99694 threshold=0 2 3 1 0 1 1 0 0 3 1 0 3 10 3 2 1 0 1 1 1 2 0 0 1 1 1 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=7 -2 16 12 6 17 19 8 11 -8 18 -1 -4 -12 -10 -15 -3 20 -11 -5 -6 22 -17 24 25 -23 -25 -14 -29 -30 right_child=1 2 3 4 5 -7 9 -9 14 10 13 -13 27 15 -16 21 -18 -19 -20 -21 -22 23 -24 26 -26 -27 -28 28 29 -31 leaf_parent=11 1 16 12 19 20 5 9 7 14 18 13 11 27 15 14 22 16 17 18 19 20 25 22 26 24 25 26 28 29 29 leaf_value=-0.0304165 0.0247414 0.00535989 0.0502172 -0.0460423 0.0423752 -0.0379771 0.0374242 -0.0344638 0.0638533 -0.0186108 0.0373113 -0.000323605 0.0340142 -0.0392823 0.00246141 0.0677402 0.0524262 -0.0204225 0.0227994 -0.0118785 -0.00262751 0.0754208 -0.00649821 -0.0317273 -0.0157097 -0.00311893 0.00678565 -0.0384788 0.0374915 0.0058948 leaf_count=5955 1000 133 191 357 173 2896 204 4913 101 206 151 1459 309 333 2580 151 252 1766 1105 2027 1369 116 112 242 5404 497 2056 179 276 2493 internal_value=0 0.0227624 0.00329047 -0.00956863 -0.0497187 -0.190643 -0.0113078 -0.166008 -0.093489 0.0232438 0.00921279 -0.19621 0.13139 -0.0266768 0.0765888 -0.0399101 0.363459 -0.0626387 0.172476 -0.176975 0.0634392 -0.0256605 0.273023 -0.0409589 -0.116545 0.20277 0.0361881 0.104753 0.072879 0.0911427 internal_count=39006 23998 22998 22613 19165 6204 12961 15008 10095 10577 10373 7414 3448 9062 2681 8911 385 3308 1311 2384 1542 8578 263 8315 6017 613 2298 3257 2948 2769 Tree=477 num_leaves=31 split_feature=7 13 42 80 54 50 14 86 57 41 70 89 4 43 74 89 34 21 29 67 48 25 10 68 85 35 19 75 65 54 split_gain=13.463 13.4694 7.4416 6.87315 6.67462 6.26085 5.89577 5.84397 5.57057 5.47078 5.26255 4.11776 4.92515 4.38556 4.53252 6.13152 4.90001 3.99661 4.2997 3.96175 4.04259 3.97923 3.87889 6.36229 3.74477 3.65608 3.64888 3.65176 3.59361 3.35897 threshold=0 0 1 1 2 1 0 2 2 0 3 2 1 3 0 1 0 1 1 2 1 1 0 1 0 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 -2 24 -5 -4 22 -3 -7 10 -10 -12 -13 -14 19 -16 17 -17 -19 -15 -21 -22 29 -24 -1 -23 -9 -28 -11 -6 right_child=2 7 5 4 6 8 -8 26 9 28 11 12 13 14 15 16 -18 18 -20 20 21 25 23 -25 -26 -27 27 -29 -30 -31 leaf_parent=24 2 7 5 4 29 8 6 26 10 28 11 12 13 19 15 17 16 18 18 20 21 25 23 23 24 25 27 27 28 29 leaf_value=0.0128614 -0.0362247 0.0334644 0.0487105 0.0346571 0.0200232 -0.0431058 -0.0289169 -0.0356545 0.0533461 -0.0254908 -0.0385737 0.0504053 0.0644931 0.0475508 -0.0345767 -0.00801126 -0.017875 0.00184929 0.0470815 0.0320094 0.0426485 -0.0175535 0.0337248 -0.0304904 0.072722 0.00244442 -0.028482 0.0150204 0.00270964 -0.00411664 leaf_count=394 920 365 224 431 685 251 4067 10585 135 1466 193 248 126 108 254 168 281 278 691 259 188 2052 325 3801 136 1304 1400 549 1360 5762 internal_value=0 -0.112633 0.0435484 -0.0440666 -0.0657328 0.061725 -0.0857741 -0.273845 0.0464831 0.0589961 0.0981165 0.0814283 0.0940632 0.0763777 0.0645318 0.191207 0.249534 0.314323 0.380382 0.00843758 -0.0107485 -0.0395227 -0.0481444 -0.209163 0.326993 -0.0613796 -0.300257 -0.114239 -0.0949435 -0.0110865 internal_count=39006 28500 10506 15601 15071 9586 14640 12899 9362 9111 6285 6150 5957 5709 5583 1672 1418 1137 969 3911 3803 3544 10573 4126 530 3356 12534 1949 2826 6447 Tree=478 num_leaves=31 split_feature=54 22 78 78 58 56 54 8 57 65 71 56 87 87 9 38 18 87 26 10 46 85 70 58 87 20 71 71 14 66 split_gain=14.2121 13.7398 11.3572 10.8386 10.5395 9.8598 8.94424 8.80841 9.17083 8.55442 8.30697 7.89611 7.80113 7.73033 7.72126 7.82252 7.137 6.71734 6.10473 6.10213 5.82418 5.49067 5.38498 5.34652 5.33627 4.88094 4.73746 6.31564 5.96306 5.60973 threshold=1 1 1 2 3 2 3 4 1 0 7 1 0 0 1 1 1 1 1 1 1 3 1 2 0 1 0 1 4 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=13 -2 24 -4 -5 -6 -7 -8 -9 10 -10 -12 -11 -1 -13 25 -17 -14 -18 -19 -20 -22 -23 -24 -3 -16 28 -28 -25 -29 right_child=1 2 3 4 5 6 7 8 9 12 11 14 17 -15 15 16 18 19 20 -21 21 22 23 26 -26 -27 27 29 -30 -31 leaf_parent=13 1 24 3 4 5 6 7 8 10 12 11 14 17 13 25 16 18 19 20 19 21 22 23 28 24 25 27 29 28 29 leaf_value=-0.0228682 -0.0225266 -0.0308459 -0.0270033 -0.0460603 -0.0438151 -0.0466215 0.0501676 -0.0148088 0.0456887 -0.0105639 -0.0183398 -0.0131727 -0.00649242 -0.00167747 0.0579264 -0.0190031 -0.0120847 0.0489832 -0.0222118 0.00956605 0.0213881 -0.00440653 -0.0321665 -0.0290399 -0.00184396 0.0186089 0.00643517 0.0120685 0.0072593 0.0309807 leaf_count=3313 1342 1321 886 208 802 318 161 1592 142 4154 1184 810 1044 1326 104 511 657 132 378 873 792 1305 118 109 476 1006 1701 770 10534 938 internal_value=0 0.0229878 0.0299207 0.036982 0.0416827 0.0445194 0.0472967 0.0496784 0.0470013 0.0534971 0.0693942 0.0656999 -0.0233382 -0.126649 0.0712146 0.0779802 0.0685141 0.0556127 0.0739026 0.146558 0.0801492 0.0841121 0.075296 0.0853349 -0.177178 0.229827 0.0885039 0.14179 0.0668897 0.210499 internal_count=39006 34367 33025 31228 30342 30134 29332 29014 28853 27262 21059 20917 6203 4639 19733 18923 17813 2049 17302 1005 16645 16267 15475 14170 1797 1110 14052 3409 10643 1708 Tree=479 num_leaves=31 split_feature=25 56 42 39 14 17 39 42 74 63 42 63 63 0 39 39 0 14 29 32 21 15 28 75 69 69 32 13 66 15 split_gain=16.5775 10.8455 10.3372 9.96958 11.7946 8.65693 8.60311 7.85861 6.68989 6.19722 7.84339 5.9375 6.84711 6.01435 5.68411 6.3669 8.20855 5.98329 5.82183 5.26994 6.61885 5.714 5.22313 4.99842 6.54197 6.47398 5.37875 4.61609 4.56879 6.47893 threshold=0 2 4 0 0 0 1 2 0 0 1 1 2 1 2 3 2 3 1 0 0 4 1 0 0 1 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 4 5 7 -5 -4 9 10 -9 -11 -13 -14 17 -16 22 -8 -18 20 -2 -21 -17 24 26 -26 -12 -20 29 -29 right_child=19 2 3 6 -6 -7 14 8 -10 11 23 12 13 -15 15 16 18 -19 27 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=1 20 2 7 6 4 5 17 10 8 11 26 12 13 13 15 22 18 17 27 21 20 21 22 23 25 25 26 29 28 29 leaf_value=-0.0461695 -0.0113878 0.0429861 0.0410148 -0.000429502 0.00603344 -0.030009 0.0415366 0.0216145 -0.0245283 -0.015708 -0.0344175 -0.0253233 0.0497052 0.0106916 0.00359433 0.0736639 0.0518102 0.000491594 -0.0040225 0.0444234 -0.044266 -0.00989676 0.0199288 -0.0507561 -0.017927 0.0426989 0.00262371 0.00664815 0.0125412 0.0446619 leaf_count=663 2382 187 144 5629 3782 2733 110 242 2314 877 1933 259 127 664 1956 109 112 2927 448 216 3399 2077 123 696 315 193 586 278 3088 437 internal_value=0 0.0370287 0.0405131 0.0362293 -0.0174584 -0.0860251 0.0665207 -0.0516164 -0.0684242 -0.0297068 -0.127416 0.0494249 0.114349 0.169635 0.0975192 0.126191 0.162275 0.0247912 0.144297 -0.159555 -0.258347 -0.0437488 0.489174 -0.191069 -0.138876 0.121241 -0.235697 0.132532 0.153351 0.296118 internal_count=39006 30932 30269 30082 14865 11083 15217 8350 8206 5892 3965 1927 1050 791 9588 6551 4595 3037 4363 8074 5781 2293 232 3723 3027 508 2519 4251 3803 715 Tree=480 num_leaves=31 split_feature=75 8 41 66 23 41 37 23 38 25 34 13 7 71 41 3 13 14 14 32 39 88 64 55 59 53 85 7 10 59 split_gain=15.428 12.2578 10.6414 10.2257 9.20815 9.08183 7.56195 6.66947 5.80468 5.29076 5.03168 4.90371 4.72248 4.87378 4.56054 4.85351 4.3644 5.13066 4.23779 7.54079 7.12795 6.74579 5.10125 4.5817 4.0656 4.00679 5.21878 3.92922 3.84208 4.09549 threshold=0 1 0 0 0 1 0 0 1 0 0 4 1 0 2 0 6 1 0 0 0 1 1 1 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 3 6 16 11 8 -2 -3 -6 14 -4 -12 -14 27 -16 -5 -18 20 -20 21 -10 -22 -24 -8 -21 -27 -7 29 -13 right_child=7 2 5 4 9 10 24 -9 18 -11 12 28 13 -15 15 -17 17 -19 19 25 22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_parent=1 7 8 11 16 9 27 24 7 21 9 12 29 13 13 15 15 17 17 19 25 22 21 23 23 24 26 26 27 28 29 leaf_value=-0.0263013 -0.00518119 -0.0366739 0.0395416 0.0547174 -0.0290887 0.0315516 -0.0257815 -0.0328842 0.0594991 0.0098359 0.0556651 -0.00204529 -0.0425135 0.0188518 0.0621914 0.000988589 -0.0399794 0.00535908 0.0307193 0.0449218 -0.0392957 -0.0208563 0.0622704 0.0110239 0.0127358 -0.0287444 0.0151278 -0.00743181 -0.0234117 0.0234206 leaf_count=2606 1845 298 189 147 7612 677 1310 6595 243 733 197 2067 935 317 766 318 428 2323 1077 115 164 2313 121 2151 377 450 325 275 1289 743 internal_value=0 0.00340882 0.0224318 -0.0248697 -0.136473 0.122089 0.0349837 -0.217944 0.0722432 -0.242822 0.259838 0.0313506 0.0140244 -0.120649 0.330777 0.510144 0.0255511 -0.0139596 0.087941 0.17957 0.0310722 -0.149179 0.109875 0.13893 -0.168695 -0.0101459 -0.0797845 0.217233 0.000601842 0.0411261 internal_count=39006 30566 27960 20187 11243 7773 8944 8440 7257 8345 3485 4288 1449 1252 2036 1084 2898 2751 6959 1967 4992 2556 2436 2272 1687 890 775 952 4099 2810 Tree=481 num_leaves=31 split_feature=33 33 10 42 43 74 12 35 37 14 33 87 85 21 32 23 79 21 39 7 7 23 91 39 39 69 86 13 85 39 split_gain=52.6692 12.3476 8.00292 6.38434 7.71655 4.54181 4.47811 2.35063 1.82039 2.02557 1.58927 1.57915 1.47274 1.76036 1.38248 1.28926 1.18485 1.08078 0.846202 0.588138 2.52166 0.525922 0.477161 0.431161 0.362999 0.306736 0.688395 0.497376 0.646165 0.236414 threshold=0 1 0 1 0 0 1 0 0 1 2 0 0 0 0 0 0 0 0 0 1 5 0 0 0 0 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=21 8 3 -3 5 6 -5 10 9 -2 14 16 13 24 -8 23 19 -6 -9 22 29 -1 -12 -11 -4 26 -23 28 -28 -21 right_child=1 2 12 4 17 -7 7 18 -10 15 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 25 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=21 9 3 24 6 17 5 14 18 8 23 22 11 12 13 14 15 16 17 18 29 20 26 22 23 24 25 28 27 28 29 leaf_value=-0.0244946 0.0110568 -0.028663 -0.00804491 -0.0213795 -0.00207922 -0.00971372 -0.00329934 0.0217314 -0.0507047 -0.0011513 0.0596521 0.0134067 -0.0489735 -0.0448445 0.0444633 -0.0398744 0.0202626 -0.0353029 -0.0130247 0.0588277 0.00465461 -0.0268768 0.0436079 -0.0261283 0.0166829 -0.0504288 -0.0206518 -0.0476009 -0.0504389 0.0440157 leaf_count=924 467 264 191 120 162 257 187 175 1905 462 433 102 321 375 141 2277 143 383 115 255 104 1519 260 617 109 9773 1171 14772 916 106 internal_value=0 0.0396091 0.12107 0.176898 0.217191 0.2764 0.320587 0.354642 -0.263328 -0.192887 0.394525 0.428354 -0.242461 -0.129005 0.15965 -0.274033 0.459046 -0.197214 0.099854 0.488232 0.412015 -0.455236 0.542519 -0.114751 0.0241374 -0.461865 -0.442096 -0.458016 -0.337036 0.528706 internal_count=39006 9931 4203 3207 2943 2398 2141 2021 5728 3823 1731 1403 996 675 328 3356 1301 545 290 1158 465 29075 693 1079 300 28151 18378 16859 2087 361 Tree=482 num_leaves=31 split_feature=59 10 56 56 10 10 56 56 10 10 41 75 58 66 14 41 7 7 39 87 14 69 16 79 41 41 37 73 19 15 split_gain=23.8242 22.7424 24.5199 18.465 17.1826 18.2718 17.1318 16.7107 15.0242 15.808 14.1272 12.1977 9.96878 9.9351 9.38686 9.00844 7.80092 8.27584 6.56588 6.5012 6.12301 5.29307 4.91865 4.79757 5.95681 5.88865 4.6194 4.60113 4.41167 4.19365 threshold=12 0 3 2 1 2 4 1 4 3 0 1 3 6 0 0 0 1 0 0 0 0 1 0 1 2 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 26 15 11 -5 19 -7 -10 13 -6 -12 29 23 21 28 -18 -15 -8 -17 -3 -20 24 -14 -26 -4 -13 -11 -9 right_child=1 4 3 6 5 8 7 10 9 16 12 27 14 18 -16 20 17 -19 22 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=0 2 21 26 6 11 8 19 29 9 28 12 27 24 18 14 20 17 17 22 19 20 21 22 23 25 25 26 27 28 29 leaf_value=0.0520919 0.0589376 -0.00511618 0.0426449 0.060642 0.038568 -0.0136344 0.0195451 0.0512456 -0.00492761 0.0503499 0.0536436 0.0218897 -0.00893365 -0.0186238 -0.0250904 0.0153163 0.032649 -0.0333593 0.00710292 -0.01666 -0.0179185 -0.0336716 -0.0405137 -0.0196645 -0.00496296 0.0230664 0.00231036 -0.0235768 0.0268945 -0.0160103 leaf_count=662 290 1462 410 148 186 301 1414 497 493 3298 104 129 1868 8608 1812 1271 374 124 537 429 385 1007 9609 513 518 626 215 896 572 248 internal_value=0 0.00766889 -0.0541719 -0.0703948 0.102414 0.18725 -0.0923941 -0.103738 0.268353 0.321485 -0.139237 -0.054084 -0.0521684 -0.227771 -0.0704981 -0.0297096 0.390518 0.119594 -0.250107 0.117623 0.0816777 -0.164632 -0.368402 -0.012432 0.0259866 0.118075 0.295996 -0.172209 0.445818 0.261744 internal_count=39006 38344 27846 27556 10498 6373 26931 26783 5162 4861 24940 1211 5441 19499 5337 4125 4368 498 18754 1843 1656 2469 10146 3525 3012 1144 625 1025 3870 745 Tree=483 num_leaves=31 split_feature=37 32 89 33 4 38 10 85 12 85 15 38 69 85 36 39 13 66 17 3 58 68 48 35 70 43 84 90 39 75 split_gain=10.8708 10.4891 8.01474 6.62227 6.78989 6.48589 7.09126 7.03723 6.02857 5.671 7.69917 5.14157 5.19525 5.10219 5.03721 4.59821 4.44649 4.34153 5.47236 4.20722 5.21867 4.85563 4.20698 4.80943 4.20431 7.24079 5.24715 4.26809 4.23283 4.12199 threshold=0 0 1 3 1 2 1 0 1 1 1 1 1 2 2 0 0 0 0 1 1 1 3 2 1 0 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 17 -4 -5 -1 -7 -8 -6 10 -9 -11 13 -13 -10 29 -15 -2 -19 20 -16 -22 -21 -24 25 28 -27 -26 -25 -3 right_child=2 15 3 4 8 6 7 9 14 11 -12 12 -14 16 19 -17 -18 18 -20 22 21 -23 23 24 27 26 -28 -29 -30 -31 leaf_parent=5 17 29 3 4 8 6 7 10 14 11 10 13 12 16 20 15 16 18 18 22 21 21 23 28 27 26 26 27 28 29 leaf_value=0.0324546 -0.00161479 0.0248391 0.0600286 -0.0316206 -0.016675 0.0134587 -0.0149675 0.0375835 0.0342093 0.0543185 -0.0191565 -0.0153107 -0.000199375 0.0831078 0.0776225 -0.0286935 0.0150482 0.0558096 0.0138497 0.0582981 0.0682285 0.00454949 -0.0319806 0.0254146 0.0407667 0.00879032 0.0939876 -0.00379853 -0.0341885 -0.0144758 leaf_count=307 339 347 136 599 1349 1687 10562 424 379 152 2725 161 2509 106 114 6567 172 302 367 122 103 812 424 181 207 117 104 4411 197 3024 internal_value=0 -0.0690294 0.055486 0.0207766 0.00905538 -0.0230758 -0.0371092 -0.0694276 0.0309004 0.0121097 -0.11659 0.0947091 0.0594257 0.340231 0.0649623 -0.194756 0.531534 0.257623 0.352351 0.041166 0.217462 0.135189 0.00724009 -0.00514669 0.0213207 0.234145 0.614666 -0.0157652 -0.00657769 -0.0921052 internal_count=39006 28743 10263 9255 9119 18805 18498 16811 8520 6249 3149 3100 2948 439 7171 9938 278 1008 669 6792 1029 915 5763 5641 5217 599 221 4618 378 3371 Tree=484 num_leaves=31 split_feature=67 12 89 1 89 68 83 67 1 14 89 88 39 36 39 88 66 58 89 89 71 85 79 12 71 1 8 39 10 36 split_gain=20.4689 20.2783 19.5995 19.4588 21.1091 20.0346 19.4946 18.5842 18.0383 17.6239 16.4867 15.1095 14.4453 12.042 9.09402 8.74515 8.31088 8.25319 8.61061 7.37354 6.93755 7.25213 6.98021 6.6308 6.36492 5.95754 5.61008 5.38362 5.07489 5.07121 threshold=6 10 6 4 5 5 1 5 3 0 3 0 0 2 1 4 4 1 2 1 0 0 0 1 1 2 2 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 27 -8 -9 10 -10 12 17 -11 -14 -13 -17 -12 -19 23 21 22 -15 -20 -22 -21 -18 -7 -16 -27 right_child=1 2 3 4 5 6 7 8 9 13 11 15 14 20 28 16 26 18 19 25 24 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 27 7 8 10 13 17 15 14 22 28 16 26 18 23 25 24 21 22 23 24 29 26 27 28 29 leaf_value=0.0793143 0.0663472 0.058758 0.0564636 0.0643667 0.0719145 0.0757326 0.062848 0.0418105 0.0419877 0.0289216 -0.0264361 0.050864 -0.0092109 -0.0121814 -0.037396 0.0407403 0.0403114 0.0308135 0.048373 0.035429 -0.0154452 -0.0311784 0.0264162 0.00541468 -0.0437513 0.00763336 0.000816666 0.0255238 -0.00555304 -0.00805093 leaf_count=101 162 180 183 147 103 106 139 309 259 293 702 248 3604 2395 4645 282 191 294 248 153 1720 2552 639 593 3474 1142 4749 425 698 8270 internal_value=0 0.00541938 -0.000926723 -0.00785139 -0.0150019 -0.0218281 -0.0276468 -0.0380348 -0.0442368 -0.0529957 -0.0229536 -0.0333768 -0.0699204 -0.187192 -0.186492 0.0851032 0.0600035 -0.023459 -0.00549417 -0.0209643 -0.218803 -0.132806 -0.0355756 0.167383 -0.326385 -0.0441119 0.0291991 0.379391 -0.313259 -0.0540401 internal_count=39006 38905 38743 38563 38380 38233 38130 37599 37460 37151 26078 25819 20349 11073 8947 5470 5222 11402 10700 10406 10780 5586 3034 841 5194 9565 4940 531 5343 9412 Tree=485 num_leaves=31 split_feature=52 52 66 42 76 42 12 87 87 91 83 85 59 16 77 70 62 66 67 65 12 59 71 35 67 67 84 76 15 39 split_gain=20.5363 17.805 17.6734 12.2184 11.1162 10.9265 9.22447 9.80875 13.4359 7.33674 6.52182 6.48268 5.64215 5.64839 6.63082 6.10363 6.09719 6.64231 6.9815 5.93524 5.73835 8.06352 6.916 6.3059 5.9851 6.13005 5.31404 5.12809 4.86005 5.21943 threshold=5 3 0 2 2 1 5 0 1 0 1 3 3 1 1 3 1 10 3 0 1 1 2 0 2 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 9 -4 -5 -6 -7 10 28 27 -8 -12 -13 19 -15 -16 -17 -18 -19 26 21 -20 -22 24 -24 -26 -14 -3 -9 -30 right_child=1 2 3 4 5 6 7 8 -10 -11 11 12 13 14 15 16 17 18 20 -21 22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_parent=0 1 27 3 4 5 6 10 28 8 9 11 12 26 14 15 16 17 18 21 19 22 21 24 23 25 25 26 27 29 29 leaf_value=0.0820799 0.0547815 0.0331344 -0.0484061 0.0449789 -0.0274411 0.0474996 -0.0415292 -0.0112659 -0.0307005 -0.00194093 0.0351827 0.0526823 0.0332681 -0.0219409 -0.0385809 -0.022146 0.0468526 0.0533155 0.0620239 -0.00259898 0.0395691 0.0094705 0.0380596 0.00713542 0.0232942 -0.0152597 -0.0155225 -0.0275594 0.0319347 -0.00257636 leaf_count=107 324 311 579 227 1816 161 254 2031 2902 3367 443 155 871 949 159 696 179 132 175 628 277 925 149 2299 442 5430 195 11270 642 912 internal_value=0 -0.0116083 -0.0210154 0.0132462 0.0222619 0.0125477 0.0270967 0.0188285 -0.103186 -0.176044 0.0516985 0.0589471 0.0472805 0.0408319 0.0157412 0.0345468 0.0450049 0.0618954 0.0490732 0.165875 0.0373955 0.202749 0.00861799 -0.00877697 -0.0888337 -0.114762 0.268691 -0.253817 0.0238206 0.135181 internal_count=39006 38899 38575 23627 23048 22821 21005 20844 6487 14948 14357 14103 13660 13505 11811 10863 10704 10008 9829 1694 9697 1100 8597 8320 6021 5872 1066 11581 3585 1554 Tree=486 num_leaves=31 split_feature=66 24 14 87 80 17 47 75 89 78 85 47 16 4 84 46 75 15 36 79 68 86 16 75 33 23 56 3 32 87 split_gain=13.9355 11.9608 8.06506 7.414 7.06015 6.56495 6.1465 6.10807 6.36392 5.88689 5.67581 5.49756 5.42564 4.96981 4.84153 4.72675 4.58812 4.38168 5.55143 5.08273 4.68733 5.84248 4.39319 4.33183 4.07906 3.85801 3.80298 3.77253 3.60124 3.61914 threshold=0 0 0 0 2 0 4 7 2 3 1 2 2 1 0 2 0 0 2 2 1 2 2 1 0 4 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 4 5 12 -2 11 -7 -6 -9 -10 24 14 -1 -14 -3 -11 -4 19 -19 -17 -21 -22 -23 -18 -8 -15 -13 -12 29 -24 right_child=1 2 16 -5 7 6 10 8 9 15 27 26 13 25 -16 17 23 18 -20 20 21 22 28 -25 -26 -27 -28 -29 -30 -31 leaf_parent=12 4 14 16 3 7 6 24 8 9 15 27 26 13 25 14 19 23 18 18 20 21 22 29 23 24 25 26 27 28 29 leaf_value=0.0544428 0.0770713 0.00176463 -0.040374 -0.0374246 0.0696921 0.0672764 0.0133208 -0.0396828 0.0526386 0.0474581 0.00577473 0.019069 0.0383576 0.0326512 0.0720737 0.07158 -0.0313638 0.0556806 -0.00829163 0.0340671 0.0625953 0.0335766 0.0096012 0.0308451 0.0757219 -0.0172093 -0.0201619 -0.0315047 -0.0178359 -0.0187762 leaf_count=131 104 726 3966 4914 112 182 332 310 124 141 1385 361 384 313 169 127 629 154 4112 355 107 184 2329 313 153 9318 5508 621 895 547 internal_value=0 0.0106458 -0.0870944 -0.173304 0.084259 -0.0317909 0.112658 0.0734125 0.0629181 0.0779964 0.0582522 -0.112665 -0.105909 -0.126259 0.171014 0.063226 -0.291296 0.049873 -0.0508153 0.102085 0.0869956 0.0525025 0.0308975 -0.0231972 0.368841 -0.150781 -0.166458 -0.0411485 -0.000811549 0.0484633 internal_count=39006 23946 14345 15060 9601 9437 2673 9497 9385 9075 2491 6764 10146 10015 895 8951 4908 8810 4266 4544 4417 4062 3955 942 485 9631 5869 2006 3771 2876 Tree=487 num_leaves=31 split_feature=65 87 29 76 55 67 67 87 22 77 38 46 32 0 48 24 71 71 44 37 22 31 71 71 23 71 12 17 71 41 split_gain=13.2414 17.3047 11.3591 9.59806 9.87376 9.58487 9.9965 9.57325 8.30387 7.6509 7.52669 7.53688 7.27739 7.02701 7.01608 6.84795 6.84052 6.74231 6.21768 7.52524 6.37875 6.23898 6.7809 9.05814 13.1433 9.30351 7.60878 7.67396 7.57849 6.08654 threshold=0 0 1 4 1 1 2 1 1 1 1 1 4 1 1 1 7 0 1 0 2 7 0 1 0 2 1 0 4 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 17 -1 -4 -5 -6 -7 -3 -8 -10 14 -12 -13 15 -11 -14 -15 -2 19 -18 -20 -22 26 -24 28 -26 -23 29 -25 -28 right_child=1 7 3 4 5 6 8 -9 9 10 11 12 13 16 -16 -17 18 -19 20 -21 21 22 23 24 25 -27 27 -29 -30 -31 leaf_parent=2 17 7 3 4 5 6 8 7 9 14 11 12 15 16 14 15 19 17 20 19 21 26 23 28 25 25 29 27 28 29 leaf_value=-0.0211118 -0.0251684 -0.00879443 0.0573467 -0.0120612 -0.0135338 -0.032809 -0.0197445 0.0120366 -0.0169223 -0.0417472 -0.0233443 0.0312136 -0.00406436 0.0450706 0.0246326 0.0247653 0.0397991 -0.00740294 -0.0488597 -0.0263077 0.022349 -0.0252614 0.000600712 -0.0318758 0.00320651 0.0416961 0.0172841 -0.0149179 0.00996515 0.00173859 leaf_count=1798 5173 1850 152 1700 1584 451 639 1682 918 103 474 329 326 111 1145 1273 394 2365 112 130 434 780 2067 109 296 739 979 1835 822 8237 internal_value=0 -0.0633644 0.0338164 0.040559 0.0378684 0.0472228 0.055571 0.0329513 0.0599035 0.0653294 0.0709301 0.0616889 0.0664681 0.0608345 0.214114 0.179366 0.0493015 -0.165386 0.0456637 0.275928 0.0398473 0.042513 0.0348613 0.0941003 0.171102 0.31791 0.00838037 0.0181395 0.0454562 0.034067 internal_count=39006 11070 27936 26138 25986 24286 22702 3532 22251 21612 20695 19447 18973 18644 1248 1599 17045 7538 16934 524 16410 16298 15864 4033 1966 1035 11831 11051 931 9216 Tree=488 num_leaves=31 split_feature=56 92 42 47 32 84 24 66 13 47 91 41 15 42 14 31 16 67 69 41 66 24 13 31 66 47 78 85 24 41 split_gain=12.0921 11.1032 9.94146 13.5098 12.4862 12.2224 13.3032 11.1632 9.2319 8.83683 7.64907 7.3686 7.12822 6.8735 6.48362 6.27858 5.92943 5.64414 5.60769 5.58555 5.93768 7.1199 5.50355 4.91079 4.88862 5.11301 4.87147 4.84164 4.633 4.54883 threshold=2 1 1 5 0 0 0 0 0 8 0 0 1 2 0 10 1 1 3 1 0 0 1 2 5 7 2 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 4 12 11 6 7 8 14 -8 15 17 -4 -9 -5 -11 28 -3 -18 20 21 -7 -10 -20 -25 -26 -27 -12 -17 -6 right_child=1 2 3 5 29 19 9 13 22 10 27 -13 -14 -15 -16 16 18 -19 23 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31 leaf_parent=0 1 17 12 14 29 21 9 13 22 15 27 11 12 13 14 28 18 17 23 19 20 21 22 24 25 26 26 27 28 29 leaf_value=-0.045196 -0.0224857 -0.040698 0.0648873 -0.0332485 0.00010767 -0.0212987 0.0393898 0.0223437 -0.0105509 0.0362474 -0.0297677 -0.0303246 0.0173983 -0.0319676 0.00295075 -0.0451589 0.0291756 0.0096882 -0.0259595 0.00452058 0.00345557 0.0364536 0.0246492 -0.0259842 0.033229 -0.0351639 0.00213417 -0.0053213 -0.00452428 0.0306091 leaf_count=1210 1572 109 224 3623 253 116 212 149 773 119 1504 495 837 6193 629 357 255 1415 418 5112 752 467 487 335 188 206 8075 1439 323 1159 internal_value=0 0.0213182 0.028116 0.0127954 0.128616 0.00310687 -0.0273682 -0.147647 -0.0337615 0.00154611 -0.00575728 0.0182093 0.261683 -0.279867 -0.182434 0.0122309 0.00555144 0.0674263 0.0156949 0.0774786 0.187896 0.297121 0.122144 0.00762922 0.0151393 0.0226087 0.0154834 -0.146211 -0.216413 0.261031 internal_count=39006 37796 36224 32793 3431 31732 25285 11854 5512 13431 13219 2019 1061 6342 4252 10276 10157 1524 9477 6447 1335 583 1260 9222 8804 8469 8281 2943 680 1412 Tree=489 num_leaves=31 split_feature=39 14 14 48 24 14 14 59 24 15 24 47 65 41 53 66 7 41 66 23 24 69 85 47 23 66 16 75 47 25 split_gain=15.3221 15.2918 12.5192 9.64449 9.71879 8.6796 9.4452 7.08859 8.14573 10.0674 9.39148 7.22017 6.25561 7.71866 5.80439 5.65562 5.60684 5.16111 6.05687 4.7967 4.74427 4.74204 4.31042 5.353 9.77384 5.22713 4.21835 4.0381 3.95653 6.1129 threshold=0 0 1 1 0 2 3 0 1 0 9 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 12 -3 -2 16 -4 -7 8 27 10 -10 -9 13 19 -15 -13 -5 18 -8 20 -1 22 23 -12 -25 -26 -17 -6 -28 -30 right_child=3 2 5 4 7 6 17 11 9 -11 21 15 -14 14 -16 26 -18 -19 -20 -21 -22 -23 -24 24 25 -27 28 -29 29 -31 leaf_parent=20 3 2 5 16 27 6 18 11 10 9 23 15 12 14 14 26 16 17 18 19 20 21 22 24 25 25 28 27 29 29 leaf_value=-0.0305036 -0.0246674 -0.022186 -0.0131081 -0.0047685 -0.0054728 -0.0161108 0.0402792 -0.0311468 0.0921888 -0.00181729 0.0130134 0.0618153 -0.0396685 0.0244933 -0.0235812 -0.0313134 -0.0413699 0.0722005 -0.0213731 -0.0340659 0.00464395 -0.00119359 0.0161791 0.137016 0.0613316 -0.0149654 0.0396968 -0.0461338 -0.0136367 0.0438027 leaf_count=1928 1776 2049 947 3217 2725 644 364 218 106 3571 227 288 4889 1011 1468 175 1323 175 504 5764 795 803 1952 122 122 217 421 466 543 196 internal_value=0 -0.119687 0.039279 0.0362247 0.0553923 0.167606 0.283615 0.0895831 0.0559713 0.103275 0.198993 0.241558 -0.218215 -0.160062 0.0719298 0.293505 -0.115253 0.401334 0.288512 -0.233249 -0.104023 0.172169 0.227324 0.410369 0.612007 0.378007 0.217679 -0.0955653 0.260348 0.0923554 internal_count=39006 20538 4683 18468 16692 2634 1687 12152 10311 7120 3549 1841 15855 10966 2479 1623 4540 1043 868 8487 2723 3443 2640 688 461 339 1335 3191 1160 739 Tree=490 num_leaves=31 split_feature=33 33 38 43 42 25 38 33 33 14 17 14 33 32 13 24 41 7 31 31 91 23 39 13 47 17 47 86 23 39 split_gain=50.8853 13.4765 7.06947 6.59957 5.47007 4.16696 3.51123 2.62645 2.94491 2.0095 1.78163 1.8466 1.55006 1.52698 1.43539 1.31182 1.25671 1.09767 1.09337 1.0257 0.769087 0.70554 0.510584 0.483725 0.979478 0.370893 0.420002 0.323516 1.0893 0.301298 threshold=0 1 2 0 1 0 1 2 3 0 0 1 2 0 0 0 0 0 6 0 2 0 0 0 2 1 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=18 10 -3 4 22 6 -6 17 -9 16 11 -2 -5 -14 19 -7 20 -8 -1 21 -10 -13 -4 24 -22 -26 -27 28 -20 -11 right_child=1 2 3 12 5 15 7 8 9 29 -12 14 13 -15 -16 -17 -18 -19 27 -21 23 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_parent=18 11 2 22 12 6 15 17 8 20 29 10 21 13 13 14 15 16 17 28 19 24 21 22 23 25 26 26 27 28 29 leaf_value=-0.0151289 0.00906821 -0.0571604 -0.0373204 -0.0511452 -0.0148422 0.005879 -0.0106135 0.00777124 0.0114277 0.0486627 -0.0507261 0.00600918 -0.0301245 0.00792699 -0.0507692 -0.034425 0.007922 0.0264051 -0.0166196 -0.0425344 0.0188574 -0.0260579 -0.00881764 0.0257251 0.0346684 0.040835 0.0597321 -0.0479357 -0.0504751 0.0634856 leaf_count=529 431 116 115 649 180 228 323 144 102 209 2069 336 206 206 1429 153 101 223 1051 809 105 617 139 146 136 211 354 25221 2310 158 internal_value=0 0.0354167 0.120179 0.146284 0.200176 0.238135 0.281383 0.312453 0.353177 0.403526 -0.285965 -0.207988 -0.178345 -0.091703 -0.288972 -0.0850612 0.333303 0.0494364 -0.458318 -0.179703 0.372992 -0.0754467 -0.245256 0.400573 0.435225 0.485854 0.526805 -0.468179 -0.385452 0.56293 internal_count=39006 9895 4204 4088 3027 2773 2392 2212 1666 1522 5691 3622 1061 412 3191 381 1155 546 29111 1762 1054 953 254 952 806 701 565 28582 3361 367 Tree=491 num_leaves=31 split_feature=60 59 41 13 39 39 30 72 84 47 39 13 62 72 53 92 19 44 71 47 41 2 71 21 7 59 43 49 66 10 split_gain=21.5062 21.2685 19.5357 14.8038 11.9698 23.9329 11.7558 8.11029 8.09779 9.41444 7.62626 6.49619 6.17038 6.12072 5.46006 5.41096 5.88788 5.32412 5.83546 5.17313 4.83321 4.80862 4.80693 5.19117 4.67379 7.01607 5.38908 4.6761 5.02791 4.60583 threshold=1 12 0 0 0 1 1 1 0 0 2 1 2 2 0 1 0 1 0 1 1 0 1 0 0 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 6 12 20 -3 -5 9 15 19 21 -4 -14 -11 -8 29 -15 24 -7 -6 -9 23 -20 26 -26 27 -19 -29 -17 right_child=1 2 4 7 5 10 8 11 -10 14 -12 -13 13 17 -16 16 -18 18 22 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=0 1 6 12 7 20 19 15 21 8 14 10 11 13 17 14 29 16 27 23 19 20 21 22 23 25 25 26 28 28 29 leaf_value=0.0327588 0.0497185 0.0338187 -0.0291014 0.0131877 0.000564189 0.0368309 0.0509134 -0.0235408 -0.0251826 -0.0205315 -0.0349165 -0.0371042 -0.0243832 -0.0193352 0.00133899 0.00157391 -0.0164043 -0.0234793 -0.0112554 -0.0138182 0.0238372 0.00742717 -0.0151742 0.026406 -0.0104174 0.0254271 0.0384984 0.00176012 0.0300342 0.0238174 leaf_count=1564 632 583 127 725 1107 158 180 2942 2502 4593 2078 7523 206 188 1980 2885 777 101 286 767 848 632 414 461 489 433 1023 498 888 1416 internal_value=0 0.00265711 -0.00897233 -0.0835416 0.0635338 -0.039078 -0.0223033 -0.219255 -0.0488719 -0.0139691 -0.231088 -0.260959 0.12721 0.140261 -0.1155 0.081093 0.055999 0.154798 0.169276 -0.0395233 0.138603 -0.141756 0.0374061 0.138199 0.212913 0.0899692 0.262805 0.181425 0.21596 0.11223 internal_count=39006 37442 36810 26738 10072 4958 14916 11822 14333 11831 3003 11097 5114 4987 6573 5258 5078 4781 4593 925 1955 3574 1161 747 3432 922 2510 1487 1386 4301 Tree=492 num_leaves=31 split_feature=37 32 44 37 76 85 85 34 10 53 85 12 12 24 89 38 42 59 36 86 12 49 36 30 19 14 39 86 77 55 split_gain=10.7572 9.36683 7.60464 7.14988 12.6657 7.39448 6.68948 7.6097 6.98847 6.64076 6.60665 6.10835 5.94831 5.75491 5.73024 5.36181 5.11134 5.03996 4.91277 5.73974 6.13847 4.55186 4.52676 4.38751 4.44476 4.32338 3.80505 3.708 3.73779 3.66117 threshold=0 0 2 1 1 0 0 1 1 0 1 10 11 0 1 1 1 0 2 1 1 1 2 1 0 0 0 3 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 -1 17 5 -5 8 9 -4 -8 13 -6 -13 25 -14 -12 -10 -2 26 20 -20 -3 -23 24 -21 -9 -16 -25 -29 -18 right_child=3 21 6 4 11 -7 7 10 16 -11 15 12 14 -15 18 -17 29 -19 19 23 -22 22 -24 27 -26 -27 -28 28 -30 -31 leaf_parent=2 17 21 8 5 11 5 9 25 16 9 15 12 14 13 26 15 29 17 20 24 20 22 22 27 24 25 26 28 28 29 leaf_value=0.0547303 0.0034608 0.0075759 0.0125313 0.0117767 -0.0555406 0.0993555 0.0675391 0.0247646 0.0203463 0.00142042 0.0503278 -0.0568544 0.0362648 -0.0235738 0.00658852 0.0052425 0.010009 -0.0180887 -0.0341908 0.0748527 0.0387347 0.041266 -0.023968 0.0381026 0.00288066 -0.0349012 0.0641268 0.0215989 -0.01311 -0.0202618 leaf_count=105 3804 509 1069 150 150 115 206 483 627 231 176 112 456 2579 124 3055 573 1862 118 131 489 148 9321 100 124 246 123 298 2071 9451 internal_value=0 -0.0669032 -0.0235109 0.0572854 0.130595 0.66619 -0.0335773 0.0391674 -0.104286 0.374376 0.0037535 0.0920303 0.108524 -0.129962 0.124274 0.088973 -0.15044 -0.0284554 0.0801758 0.0454654 0.273096 -0.186618 -0.222783 -0.0155321 0.314544 0.111119 0.387852 -0.0563042 -0.0855236 -0.176743 internal_count=39006 28779 18801 10227 4561 265 18696 6976 11720 437 6539 4296 4146 3308 4034 3231 10651 5666 3578 3331 607 9978 9469 2724 255 729 247 2469 2369 10024 Tree=493 num_leaves=31 split_feature=1 89 46 85 24 46 68 4 85 40 4 85 36 36 42 70 58 65 67 68 56 34 36 71 36 37 29 20 47 14 split_gain=23.7075 20.6907 20.3521 19.241 20.5078 12.91 12.3709 11.266 11.0894 11.0565 11.7957 10.0837 9.58047 11.4287 9.01642 9.64028 9.24595 9.97879 10.1609 8.72678 8.42324 8.30223 7.9248 8.64011 7.99112 8.26149 6.5527 5.95241 6.01794 5.91123 threshold=6 7 5 0 0 4 4 1 1 2 2 2 2 1 1 4 1 4 4 3 2 0 1 0 2 0 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 5 20 -4 -7 -8 12 -9 -11 -10 -6 -14 -12 -16 -17 -18 -19 -20 -5 26 -21 24 -24 -26 -22 -27 -29 -25 right_child=1 2 3 4 8 6 7 9 11 10 14 -13 13 -15 15 16 17 18 19 22 21 -23 23 29 25 27 -28 28 -30 -31 leaf_parent=0 1 2 5 20 12 6 7 9 11 10 14 11 13 13 15 16 17 18 19 22 26 21 24 29 25 27 26 28 28 29 leaf_value=0.0837933 0.0733542 0.0705191 0.0622517 0.0508519 0.0497243 0.0525303 0.0251502 0.0289292 -0.0120583 0.0656544 -0.0257573 -0.0401962 0.0241102 -0.0189991 0.0526068 -0.0221718 0.0461158 0.0516156 0.0395325 0.0117485 0.0247476 0.0208684 0.028552 -0.00928577 -0.00733024 -0.0458849 -0.0122019 0.0250098 -0.000546639 -0.0360624 leaf_count=100 109 119 114 141 162 172 918 612 2861 119 1423 3976 476 4887 110 1135 223 121 171 1844 185 739 452 1892 9274 213 2456 1005 870 2128 internal_value=0 0.00540269 -0.000504228 -0.00654789 -0.0993418 0.037277 0.0304127 0.022543 -0.18851 0.00680561 -0.00657288 -0.28594 -0.0693888 -0.108719 -0.0129411 0.000380524 -0.00660865 0.00999075 0.000790005 -0.00757888 0.0521916 0.0193616 -0.0169221 -0.0429458 -0.0091144 -0.026996 -0.0642437 0.0977678 0.125395 -0.177491 internal_count=39006 38906 38797 38678 15883 22795 22681 22509 12362 21591 20979 6837 5525 5363 20860 19437 19327 18192 17969 17848 3521 3380 17677 15834 11814 11362 2641 2088 1875 4020 Tree=494 num_leaves=31 split_feature=52 40 40 40 87 87 42 42 47 67 3 52 42 45 31 15 21 65 66 66 0 53 76 46 52 23 28 90 43 46 split_gain=20.1773 15.087 15.0778 14.5557 13.735 10.7983 9.36461 9.09064 8.9388 11.7156 8.60419 6.56114 6.1046 5.94608 5.84743 6.06039 5.67731 5.26412 5.21831 5.83699 4.95977 4.58829 4.58587 4.41847 4.52973 4.16401 4.14447 5.00654 3.66136 3.45427 threshold=5 2 1 3 0 1 1 2 0 2 0 1 1 1 0 0 0 0 0 2 2 0 1 2 2 2 1 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 13 12 11 6 20 -5 -8 9 16 14 -4 -3 -2 17 21 -9 18 -10 -20 -6 -16 -11 -14 -25 -21 -22 -28 -15 -26 right_child=1 2 3 4 5 -7 7 8 10 22 -12 -13 23 28 15 -17 -18 -19 19 25 26 -23 -24 24 29 -27 27 -29 -30 -31 leaf_parent=0 13 12 11 6 20 5 7 16 18 22 10 11 23 28 21 15 16 17 19 25 26 21 22 24 29 25 27 27 28 29 leaf_value=0.0795753 -0.0294767 -0.0350527 -0.0179274 -0.0354475 0.0490426 -0.0391558 -0.0520091 0.0814871 -0.0214934 0.0358667 -0.0205466 0.0445365 -0.0355416 -0.00234316 -0.022906 0.0104268 -0.00903554 -0.00417012 -0.00948343 0.0481203 0.0185508 0.00994781 -0.0177659 0.0444487 -0.0217578 0.0200173 0.0364551 -0.0211747 0.0325033 0.0132168 leaf_count=113 115 379 102 1768 154 5316 565 140 973 209 1756 339 105 196 1749 1090 112 832 685 380 376 440 9093 248 211 2091 145 4482 923 3919 internal_value=0 -0.0159628 -0.0348195 -0.0703195 -0.0859334 -0.226654 -0.044725 -0.0282229 -0.0175974 -0.124366 0.0315748 0.307651 0.101885 0.222701 0.0627126 -0.0318441 0.484132 0.12273 0.173521 0.201416 -0.104599 -0.143137 -0.160228 0.122953 0.138046 0.245269 -0.131635 -0.175948 0.269511 0.11313 internal_count=39006 38893 37659 32797 32356 10473 21883 20115 19550 9554 9996 441 4862 1234 8240 3279 252 4961 4129 3156 5157 2189 9302 4483 4378 2471 5003 4627 1119 4130 Tree=495 num_leaves=31 split_feature=14 75 42 35 57 83 16 16 16 6 52 77 16 74 10 28 63 23 53 63 24 7 0 87 31 82 10 88 87 10 split_gain=14.622 14.2271 11.2244 8.31416 7.45984 7.52642 7.29711 7.19196 7.72842 9.28919 9.7249 10.5717 8.74709 8.21348 6.16692 6.05069 5.58997 5.10578 6.34 4.95214 4.92065 7.04707 4.10552 3.99699 3.8297 3.80762 3.76699 3.7304 4.0237 3.45885 threshold=0 0 1 7 1 1 5 4 2 2 3 3 1 0 0 2 0 0 2 1 0 2 1 0 1 1 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 25 -1 -4 19 -6 -7 -8 27 26 -11 -12 14 15 17 -14 -15 -13 -19 -5 29 -22 -3 -24 -20 -2 -10 -9 -29 -17 right_child=1 22 3 4 5 6 7 8 9 10 11 12 13 16 -16 20 -18 18 24 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=2 25 22 3 19 5 6 7 27 26 10 11 17 15 16 14 29 16 18 24 19 21 21 23 23 24 25 26 28 28 29 leaf_value=-0.0355633 0.010332 0.0520313 0.0736307 0.0138039 0.0447976 0.0529901 0.0464807 0.0723697 0.0608419 0.0740736 0.0682613 0.0524319 0.0376788 0.0145265 -0.0220538 -0.004985 -0.0142366 0.0833991 -0.0396443 -0.0371135 0.0203567 -0.0300956 0.0140912 -0.0331275 0.0119938 -0.0369052 -0.00325336 0.0646287 0.0098936 -0.0284399 leaf_count=2289 352 224 110 342 405 121 198 131 201 163 140 306 195 2640 660 3715 1299 108 134 1409 359 8066 903 621 923 9234 149 111 616 2882 internal_value=0 -0.211782 0.00616595 0.0232396 0.01652 0.0331108 0.0218875 0.012761 0.00247066 -0.0185057 -0.0334768 -0.0428043 -0.0537564 -0.0909478 0.125664 -0.145077 0.0488034 0.20481 0.117576 -0.245053 -0.159892 -0.253325 0.0966462 0.00570464 0.0560774 -0.336247 0.427274 0.246196 0.180981 -0.0906902 internal_count=39006 11334 27672 25383 25273 23522 23117 22996 22798 21940 21590 21427 21287 19156 2131 15217 3939 1471 1165 1751 15022 8425 1748 1524 1057 9586 350 858 727 6597 Tree=496 num_leaves=31 split_feature=31 1 67 67 63 29 14 39 63 59 66 63 53 67 74 88 18 85 87 87 71 24 90 40 80 81 69 7 23 31 split_gain=13.7827 14.33 12.0173 12.0735 10.5531 8.65861 8.55053 8.20716 15.5615 9.97975 9.08538 6.67463 7.48495 6.09878 5.85329 6.11363 5.7291 5.4418 5.27279 5.05932 4.96299 7.10126 5.44849 4.95476 4.91604 4.68686 4.64549 5.82329 4.60525 4.50603 threshold=2 1 3 2 1 1 0 0 0 0 1 2 2 1 0 0 2 1 3 3 0 1 1 2 1 1 2 3 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 6 17 18 8 9 10 -7 -10 -13 -12 15 20 -9 -6 -5 -14 21 -15 -23 -18 -25 -26 -27 -28 -21 -20 right_child=1 2 3 4 5 7 -8 16 11 -11 13 12 19 14 -16 -17 23 -19 29 28 -22 22 -24 24 25 26 27 -29 -30 -31 leaf_parent=0 1 2 3 18 17 10 6 16 11 9 13 12 19 21 14 15 23 17 29 28 20 22 22 24 25 26 27 27 28 29 leaf_value=-0.0197967 -0.0259766 -0.0501138 -0.0303023 0.0187766 -0.0526062 0.0153926 0.00326015 -0.0382312 -0.0102997 -0.0335244 -0.0415599 0.0619045 0.0461071 -0.0281425 -0.0317635 -0.0342027 -0.0168603 -0.00830217 -0.0117902 0.0261437 0.00941399 0.0607611 -0.00270513 -0.0176515 -0.0213493 -0.00183885 -0.0239958 0.0110075 0.00603608 -0.034983 leaf_count=2583 2297 336 809 138 216 1118 1829 118 848 2685 431 129 112 543 793 634 335 1287 2778 351 896 172 2393 282 292 968 179 10752 1644 1058 internal_value=0 0.018882 0.0250908 0.0279093 0.0324363 0.0483593 -0.0509253 0.0540591 0.00497088 -0.0655673 -0.037187 0.10362 0.138267 -0.0774819 -0.0589696 -0.0344736 0.0797328 -0.179212 -0.13121 0.118769 -0.0109172 -0.0711869 -0.00337239 0.0826327 0.0872739 0.0917407 0.0954834 0.105549 0.0995083 -0.156636 internal_count=39006 36423 34126 33790 32981 27178 5803 25675 12749 9665 6980 3084 2236 5862 5431 4638 12926 1503 3974 2107 4004 3108 2565 12808 12473 12191 11899 10931 1995 3836 Tree=497 num_leaves=31 split_feature=56 25 33 33 63 42 76 39 14 74 33 77 66 17 39 66 73 23 24 87 39 42 46 49 25 73 20 61 26 86 split_gain=11.6335 10.3212 9.55076 9.28521 9.16627 9.06555 8.596 8.35472 11.8408 8.96598 7.32899 7.9671 6.70486 5.59349 5.45296 5.09903 4.57227 4.45288 5.8045 4.87176 4.95144 4.23596 4.22562 4.08881 3.80662 3.80112 4.86075 3.76409 3.6524 3.75005 threshold=2 0 5 2 15 5 4 0 0 0 1 1 4 0 0 3 1 3 1 6 7 2 2 1 1 2 2 0 2 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 -4 -5 -6 -7 8 9 10 -8 27 -9 16 -3 -14 -13 18 -17 -19 -21 -16 -22 -23 -25 -24 -27 -12 -28 -30 right_child=1 14 3 4 5 6 7 12 -10 -11 11 13 15 -15 21 17 -18 19 -20 20 22 23 25 24 -26 26 28 -29 29 -31 leaf_parent=0 2 14 3 4 5 6 10 12 8 9 27 16 15 13 21 18 16 19 18 20 22 23 25 24 24 26 28 27 29 29 leaf_value=-0.0456063 0.06379 -0.0291614 -0.0222175 0.0524983 0.0475535 -0.0601498 -0.0317081 -0.0139409 0.00630996 -0.0274398 0.0464059 -0.0347167 -0.0084693 -0.0286284 0.0415508 0.0202157 0.000887754 0.0318916 -0.0211456 0.0300374 -0.056237 0.0276318 -0.0122494 -0.00459424 -0.0322788 0.0321754 0.037298 -0.019036 -0.0177451 0.00772449 leaf_count=1217 140 4645 1040 100 126 158 976 777 3615 3044 342 402 1033 1343 120 183 4311 221 516 308 106 245 409 1312 1201 311 178 173 310 10144 internal_value=0 0.025062 0.0355379 0.0329721 0.0388863 0.0357507 0.0323009 0.0345885 -0.0158684 -0.0869426 -0.0438658 -0.0141548 0.0626176 -0.0415814 -0.123899 0.0713564 -0.0113525 0.0803325 -0.0832892 0.0882384 0.0818067 -0.0490835 0.0747153 -0.0794227 -0.120166 0.0768589 0.0830419 0.342572 0.0762341 0.0720018 internal_count=39006 37789 30266 30126 29086 28986 28860 28702 14206 10591 7547 6571 14496 6056 7523 13719 4713 12686 699 11987 11766 2878 11458 2758 2513 11352 10943 515 10632 10454 Tree=498 num_leaves=31 split_feature=75 41 61 10 66 71 84 23 88 7 8 8 23 39 23 74 87 39 24 40 52 74 39 69 85 85 84 59 25 24 split_gain=13.3345 11.7744 10.4354 6.76977 6.10759 6.88395 10.6745 6.09285 5.96737 5.68793 5.67457 5.79271 6.12895 7.05785 5.03888 4.95184 4.895 4.68345 5.20536 5.09572 4.59687 4.23407 4.14948 4.08716 3.88572 6.27375 3.74948 3.74351 3.67683 3.60365 threshold=0 0 0 0 1 0 1 0 0 0 2 1 0 0 0 0 0 5 0 1 1 0 0 3 0 1 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 10 4 15 8 -7 20 23 14 -1 -12 17 24 -8 -3 22 -13 -19 -20 -2 -5 -4 -6 -14 -26 -18 -22 -11 -21 right_child=7 3 16 21 5 6 9 -9 -10 28 11 12 13 -15 -16 -17 26 18 19 29 27 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=10 20 15 22 21 23 6 14 7 8 28 11 17 24 13 14 15 26 18 19 29 27 21 22 23 25 25 26 27 28 29 leaf_value=-0.0552978 0.0355776 0.0261404 -0.0447644 -0.00194799 0.0535335 -0.0254324 0.0524155 -0.0310702 -0.0364911 -0.0120925 -0.0255052 -0.0426326 -0.0356834 0.00548466 0.0130913 0.0819867 -0.0339007 -0.00179364 0.0535204 0.000297601 -0.0205676 -0.0505341 -0.0172934 0.00307032 -0.0432417 0.0129658 0.000663608 0.0265911 0.0376091 0.022008 leaf_count=257 233 665 2593 2239 111 284 460 6624 625 367 985 127 3140 2730 466 184 434 2214 225 919 1338 553 3200 2519 674 619 2232 286 149 1554 internal_value=0 0.00920795 -0.0394698 0.110535 0.149362 0.112192 0.230798 -0.200862 0.0112132 0.314044 0.014237 0.0232064 0.0421658 -0.0463911 0.413993 0.398067 -0.159968 0.109492 0.124459 0.188804 -0.0405247 -0.114542 -0.250408 0.0623161 -0.203415 -0.0578875 -0.0510952 -0.122995 0.0617979 0.15121 internal_count=39006 30525 21903 8622 5830 4981 1726 8481 3255 1442 13444 13187 12202 7163 926 849 8459 5039 4912 2698 1857 2792 5793 2630 4433 1293 2666 1624 516 2473 Tree=499 num_leaves=31 split_feature=33 33 82 38 33 33 33 33 33 7 38 31 14 31 63 91 24 90 32 53 23 32 7 39 86 24 32 53 7 91 split_gain=48.6872 11.7355 7.5363 6.41839 6.22348 5.60595 7.26074 4.27484 2.58438 1.93329 1.82874 1.8142 2.2874 1.76223 1.24997 1.30567 1.12273 1.11415 0.997118 0.982087 0.518278 0.446742 0.409344 0.36912 0.505428 0.868204 0.269486 0.213638 0.30282 0.168382 threshold=0 1 1 2 2 3 4 5 6 1 1 0 1 6 0 0 0 1 0 0 0 1 1 0 1 0 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=13 11 -3 -4 9 14 -7 -8 -9 -5 -10 12 -2 -1 15 -6 -11 26 22 20 -14 29 -19 24 25 -15 -12 28 -26 -20 right_child=1 2 3 4 5 6 7 8 10 16 17 -13 19 23 -16 -17 -18 18 21 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_parent=13 12 2 3 9 15 6 7 8 10 16 26 11 20 25 14 15 16 22 29 19 20 21 22 23 28 25 26 27 28 29 leaf_value=-0.00539139 0.0156708 -0.0497715 -0.0558552 0.0181653 0.0165844 -0.0145529 -0.00371174 0.00927376 0.00609542 -0.0102262 0.0419437 -0.047201 -0.00712933 -0.011746 -0.0340834 -0.0232489 -0.0458043 0.055884 0.063661 -0.0453922 -0.0314169 0.0707049 0.0379522 -0.0497082 -0.0285549 -0.0504739 0.0238998 -0.050491 -0.044523 0.0495299 leaf_count=531 482 355 102 264 133 206 147 150 102 450 113 2199 479 997 163 103 622 211 101 1755 784 141 487 13828 797 807 123 5511 6618 245 internal_value=0 0.0455931 0.125477 0.157157 0.181844 0.235074 0.294589 0.359505 0.408171 -0.151108 0.449705 -0.259375 -0.174046 -0.447035 -0.0760588 0.0210548 -0.271143 0.476692 0.519064 -0.270965 -0.173695 0.605306 0.4295 -0.460073 -0.430101 -0.292688 0.315372 -0.450106 -0.425818 0.538539 internal_count=39006 9917 4218 3863 3761 2425 2026 1820 1673 1336 1523 5699 3500 29089 399 236 1072 1421 1185 3018 1263 487 698 28558 14730 1804 236 12926 7415 346 Tree=500 num_leaves=31 split_feature=59 10 56 10 39 39 41 31 41 10 10 3 39 47 69 30 43 40 59 41 14 2 14 14 7 66 66 59 21 71 split_gain=19.8296 19.1805 19.2846 17.7682 17.28 23.714 11.4816 9.60452 8.58419 7.61984 7.05751 6.31254 5.68057 6.01903 5.19042 6.40119 5.41356 5.02684 5.09045 4.8924 5.20986 4.8898 5.71836 4.90238 4.85656 4.50603 4.42364 4.34832 4.2892 5.55887 threshold=12 7 3 8 0 1 0 0 0 9 10 3 2 1 0 1 1 2 0 1 0 0 1 0 0 1 5 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 24 -4 6 8 9 12 -6 -5 -11 -12 13 -7 15 -13 -17 -8 25 -10 -21 22 -18 -24 -3 -19 -27 -15 29 -20 right_child=1 2 3 4 5 7 17 -9 19 10 11 14 -14 27 -16 16 21 18 28 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_parent=0 1 24 3 9 8 13 17 7 19 10 11 15 12 27 14 16 22 25 29 20 20 21 23 23 24 26 26 27 28 29 leaf_value=0.0496341 0.048746 0.0580954 0.0467219 0.0450301 -0.0118913 0.0227685 -0.018664 -0.00672064 -0.00178451 0.0491415 0.0486445 0.0388934 -0.04244 -0.0424241 -0.0186532 0.0207984 0.0195318 0.0270636 0.0155331 0.0297251 -0.00975259 0.013791 -0.0109503 -0.0401153 0.0120805 0.0333748 -0.00187652 -0.00203947 0.0256981 -0.0271518 leaf_count=656 742 329 708 310 4911 421 242 1965 1095 234 156 226 6353 1929 3138 590 716 350 650 633 192 658 6058 1597 164 132 1957 303 1403 188 internal_value=0 0.0068962 -0.003645 -0.0157988 -0.0260091 -0.120599 0.0257687 -0.261358 0.0143822 -0.043113 -0.0562676 -0.0675369 -0.342324 -0.181806 -0.077707 -0.0343568 -0.0535769 0.0988732 0.11479 0.115459 0.216742 -0.0810767 -0.113864 -0.145088 0.42461 0.0477342 0.0105835 -0.282568 0.187245 0.0651109 internal_count=39006 38350 37608 37115 36407 17802 18605 10971 6831 13683 13373 13139 9006 2653 12983 9845 9619 4922 4680 1920 825 9029 8371 7655 493 2439 2089 2232 2241 838 Tree=501 num_leaves=31 split_feature=6 38 49 29 49 32 49 69 75 38 32 42 31 28 33 22 7 38 75 38 59 31 59 33 88 49 61 53 3 37 split_gain=10.8812 9.91005 10.1495 8.98695 8.27678 8.22717 8.56649 8.4843 7.48309 6.88391 6.18696 6.13114 5.60072 4.89038 4.61384 4.54404 4.9814 4.74491 6.36424 4.84994 4.71668 4.23985 3.90003 4.05894 3.87593 3.66514 3.6366 4.04338 8.72821 3.68173 threshold=1 5 4 1 2 0 3 0 2 2 1 3 5 1 0 3 4 1 1 3 1 1 0 0 0 1 0 3 0 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=8 -2 -3 -4 24 6 -6 25 -1 -8 14 -11 -13 -10 -9 -14 -17 18 -18 -19 -20 -22 -15 -24 -5 -7 -21 28 -28 -29 right_child=1 2 3 4 5 7 9 10 13 11 -12 12 15 22 -16 16 17 19 20 26 21 -23 23 -25 -26 -27 27 29 -30 -31 leaf_parent=8 1 2 3 24 6 25 9 14 13 11 10 12 15 22 14 16 18 19 20 26 21 21 23 23 24 25 28 29 28 29 leaf_value=0.066904 0.047693 0.038365 -0.0313015 0.0272605 0.0377759 0.00531702 0.0266621 -0.00199587 -0.0228704 0.0439201 -0.0185844 0.0307711 0.0478074 0.0277838 0.0320793 0.0489383 0.0610328 0.025562 -0.0481187 -0.00732982 0.0597186 0.000346913 -0.0211735 0.0303976 -0.0088753 -0.0302702 -0.0332378 0.0270196 0.0844634 -0.0249395 leaf_count=182 107 180 2295 525 214 271 481 1764 287 211 2673 218 115 1027 632 186 184 170 153 12175 154 848 430 186 239 6979 242 156 165 5557 internal_value=0 -0.0391357 -0.0463635 -0.0553717 -0.04178 -0.0570417 -0.0177887 -0.148917 0.175695 -0.0313382 -0.0437948 -0.0462877 -0.0548694 0.117069 0.0767159 -0.0655515 -0.0715022 -0.0778942 0.105292 -0.0967486 0.00699785 0.097028 0.17823 -0.0210324 0.180687 -0.267104 -0.107799 -0.195077 0.187612 -0.225957 internal_count=39006 36894 36787 36607 34312 33548 21229 12319 2112 21015 5069 20534 20323 1930 2396 20105 19990 19804 1339 18465 1155 1002 1643 616 764 7250 18295 6120 407 5713 Tree=502 num_leaves=31 split_feature=12 42 46 18 67 57 57 1 29 12 29 51 85 85 74 85 18 43 68 67 16 67 40 82 38 11 46 23 53 35 split_gain=20.2401 20.5291 18.1335 16.682 15.8337 15.1134 14.5878 14.6034 14.5295 14.907 14.4898 14.1676 13.8675 14.3439 13.5854 12.7113 11.5904 10.0867 9.49313 9.85398 8.91608 7.83596 7.9806 6.7187 6.60208 6.56883 6.04679 5.56094 5.54059 5.50146 threshold=10 1 5 4 5 4 3 2 2 11 1 2 0 1 4 2 2 0 4 3 3 4 2 1 2 2 3 6 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 29 -3 -4 -5 -6 -7 -8 -9 -10 14 -12 16 17 -11 -15 -13 23 -18 -20 -21 -22 -23 -14 28 -26 -27 -28 -24 -2 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 15 -16 -17 18 -19 19 20 21 22 24 -25 25 26 27 -29 -30 -31 leaf_parent=0 29 2 3 4 5 6 7 8 9 14 11 16 23 15 14 15 18 17 19 20 21 22 28 23 25 26 27 27 28 29 leaf_value=0.066522 -0.033985 0.067841 0.0721367 0.0612449 0.0505289 0.0412632 0.0294324 0.0411113 0.0660486 -0.0451204 0.0404693 0.0451047 0.0209571 -0.0113742 0.0152758 -0.0424703 0.0515855 0.0157508 0.0416667 -0.0465061 0.0365911 0.0241041 -0.0124965 -0.0194693 0.0364451 0.0327619 0.0181874 -0.0108392 0.0387484 -0.00579052 leaf_count=167 2785 117 104 137 252 291 592 244 102 106 567 185 210 3037 2093 3679 100 1149 196 211 147 438 136 4600 218 107 434 15562 216 824 internal_value=0 0.000931602 0.0183116 0.0121482 0.00682167 0.000856745 -0.00604637 -0.014184 -0.0254543 -0.0336678 -0.0390674 -0.0637562 -0.0726919 -0.167245 0.109648 -0.283377 -0.0285327 -0.0504262 -0.039208 -0.0469306 -0.056662 -0.046457 -0.0555613 -0.142457 -0.0687374 -0.0815082 -0.0894055 -0.0973173 0.195666 -0.246699 internal_count=39006 38839 35230 35113 35009 34872 34620 34329 33737 33493 33391 31192 30625 12675 2199 6716 17950 5959 17765 17665 17469 17258 17111 4810 16673 16321 16103 15996 352 3609 Tree=503 num_leaves=31 split_feature=61 0 61 39 85 42 42 61 61 61 29 28 39 0 14 33 21 67 14 69 66 34 69 54 17 33 31 59 21 43 split_gain=19.6325 14.9869 13.2259 12.9393 8.61694 7.46809 7.63326 6.97487 9.07693 7.83555 6.9036 6.63017 6.62192 6.1635 5.9912 5.36195 5.26588 5.15901 5.47812 5.12464 4.71883 4.53871 4.80436 5.56866 5.04327 4.49316 5.49406 5.73947 4.39987 4.22693 threshold=0 5 1 0 3 2 3 2 3 4 3 1 0 3 0 0 3 3 0 0 0 0 0 1 0 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 -2 12 10 -4 -6 -7 14 19 20 -1 -5 16 -12 28 -11 -3 -15 21 29 -10 22 23 24 -19 26 27 -25 -8 -9 right_child=1 2 4 11 5 6 7 8 9 15 13 -13 -14 17 -16 -17 -18 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_parent=10 1 16 4 11 5 6 28 29 20 15 13 11 12 17 14 15 16 24 18 19 20 21 22 27 24 25 26 27 28 29 leaf_value=0.0447602 0.0517646 -0.059978 0.0371997 0.0157269 -0.0425345 -0.0604473 -0.022544 0.0182552 -0.0411106 0.03078 0.0550326 -0.0340229 -0.0224261 0.0596689 -0.0290623 0.0113032 0.00138836 0.0452409 -0.0284491 -0.0206 0.00578722 -0.0304664 -0.0225379 0.0190107 -0.0209832 -0.0232357 -0.0133045 -0.0243067 0.00877166 -0.0260533 leaf_count=120 230 233 427 484 293 118 533 597 309 1241 120 8460 3787 119 1066 818 3485 380 3149 930 739 2113 1469 1774 138 1389 1927 549 1786 223 internal_value=0 0.0452636 0.0307732 -0.115456 0.0806974 0.0611978 0.0719932 0.0801056 0.122644 0.175166 -0.0525004 -0.292004 -0.0939362 -0.0685866 -0.0391868 0.231042 -0.0102684 -0.0805647 -0.0899042 -0.0479281 -0.00585788 -0.0549115 -0.0282611 0.0112958 0.291187 -0.0274747 0.0211803 0.118984 0.0267646 0.0879869 internal_count=39006 16815 16585 22191 9080 8653 8360 8242 4857 3107 13247 8944 7505 13127 3385 2059 3718 13007 12888 1750 1048 9739 7626 6157 518 5639 4250 2323 2319 820 Tree=504 num_leaves=31 split_feature=42 80 35 14 34 35 16 79 35 87 47 54 27 31 91 66 43 75 4 78 35 56 16 23 13 67 75 70 7 47 split_gain=13.6876 11.6752 11.6747 8.54352 7.82758 7.16874 6.1663 6.14162 6.2997 5.75512 6.27306 5.67675 5.01349 8.2931 4.49114 4.89715 4.40265 4.38474 4.02724 3.96258 3.92358 3.92015 3.63995 5.30304 3.73809 3.42453 3.41139 3.30064 3.17872 3.58454 threshold=1 3 0 0 0 1 3 0 7 0 6 2 1 0 0 6 0 0 1 1 6 1 1 0 0 2 1 1 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 4 6 11 -3 8 -7 10 -8 -4 13 -13 15 -10 -16 -5 -12 -17 -21 -14 23 -20 25 -24 -19 -11 -22 -30 right_child=1 2 5 17 -6 7 9 -9 14 27 18 12 21 -15 16 19 -18 26 22 20 28 -23 24 -25 -26 -27 -28 -29 29 -31 leaf_parent=0 1 6 11 17 4 8 10 7 15 27 18 13 21 13 16 19 16 26 23 20 28 21 25 23 24 25 26 27 29 29 leaf_value=-0.0370981 0.0914682 0.0528428 0.0414543 -0.0348459 -0.0261076 0.0767601 0.0757008 -0.0138723 -0.0163411 0.0196256 0.0398779 -0.0367075 0.0196989 0.0770661 -0.0260118 0.0549003 0.0283572 -0.0237222 0.0632782 0.0703087 0.0536055 -0.0166301 0.041135 0.00455641 -0.0200674 -0.00173242 0.0323551 -0.0254383 0.0351529 0.00837614 leaf_count=3638 104 103 205 6964 4233 105 159 891 210 321 357 218 387 190 503 193 243 759 154 100 122 3479 163 558 2730 5678 303 3786 429 1721 internal_value=0 -0.0127493 -0.0188419 -0.0841775 -0.0451596 0.0682072 -0.00778323 0.138899 0.179456 -0.0216917 0.0186823 -0.0470136 -0.0837649 0.328288 0.156951 0.198075 -0.081294 -0.270909 0.00573334 0.232731 0.197607 -0.123016 -0.0101565 0.178417 -0.041301 0.00279368 0.00807089 -0.198566 0.173431 0.144822 internal_count=39006 35368 35264 26268 18242 8996 14009 4517 3626 13906 9799 4479 4274 408 3521 2775 746 8026 9640 2565 2372 3866 9283 712 8571 5841 1062 4107 2272 2150 Tree=505 num_leaves=31 split_feature=58 57 67 32 24 17 71 40 70 47 85 16 78 40 36 80 75 25 8 24 63 71 63 39 89 33 7 13 72 20 split_gain=12.2122 11.7694 11.5037 11.0612 13.8866 10.468 8.03245 7.9026 7.35119 7.21513 6.38652 6.25033 5.98777 5.73445 6.06629 5.55161 5.52145 5.48607 5.31284 5.39633 8.43908 8.10527 5.83607 5.72175 5.21013 5.17385 4.56354 4.55529 4.53197 4.46087 threshold=3 2 3 0 0 0 0 1 2 5 0 2 2 2 2 1 0 0 12 1 0 0 1 0 1 0 1 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 4 5 6 9 10 -6 -4 -5 -10 -13 -9 -15 -16 17 29 -14 20 21 23 -22 -20 -17 -12 -24 -25 -28 -11 right_child=1 2 3 7 8 -7 -8 13 11 16 25 12 18 14 15 24 -18 -19 19 -21 22 -23 26 27 -26 -27 28 -29 -30 -31 leaf_parent=0 1 2 9 10 8 5 6 13 11 29 25 12 18 14 15 24 16 17 23 19 22 21 26 27 24 25 28 27 28 29 leaf_value=-0.0491966 -0.0422853 -0.0490322 0.0487747 0.00661489 -0.0263074 -0.0334018 0.00608793 -0.0146851 -0.0476713 0.0331824 -0.0222683 -0.0332846 0.0292614 -0.0225148 -0.0194453 -0.0128023 -0.0361869 -0.0495804 -0.033812 0.00637903 -0.011993 0.00726659 0.0468732 -0.0369684 0.0105093 0.00795008 0.0275359 -0.00451682 0.00367848 -0.010428 leaf_count=283 749 372 116 1070 557 4044 1537 585 287 212 708 319 176 260 339 404 1784 1238 1145 5308 722 672 146 162 9849 268 267 826 1202 3399 internal_value=0 0.0136126 0.0167778 0.01946 -0.0139263 -0.110465 -0.0687544 0.0588387 0.0176663 -0.134246 -0.0510399 0.0252993 0.0290273 0.0774699 0.0852151 0.0913414 -0.152701 -0.109459 0.0340187 0.0277358 -0.0191478 -0.102306 0.0539772 -0.173644 0.0975501 -0.148417 0.0994223 -0.0982282 0.0783156 -0.0813884 internal_count=39006 38723 37974 37602 24119 12330 8286 13483 11789 6749 2046 11232 10945 11437 10852 10592 6633 4849 10626 10450 5142 2805 2337 2133 10253 976 1615 988 1469 3611 Tree=506 num_leaves=31 split_feature=42 19 75 47 33 71 85 47 91 42 42 14 66 21 37 24 69 53 14 63 13 47 47 88 47 26 66 51 68 61 split_gain=12.4384 11.4585 10.1957 9.2668 7.47238 8.1904 9.21215 7.88577 7.93451 6.87743 6.83991 5.92576 5.53122 5.47924 5.27218 5.17998 5.03216 7.5827 5.83287 4.96853 9.42648 6.16407 6.04708 4.72975 4.68962 4.65643 4.53489 4.26945 4.36494 4.05317 threshold=4 0 0 5 2 0 1 8 0 1 2 2 1 0 3 3 3 0 4 0 0 0 1 2 3 2 1 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 -3 12 -5 6 9 -8 16 -6 -11 -12 -2 -14 -7 -13 17 -9 -18 20 23 -22 -23 -20 -16 -26 -4 -17 -29 -24 right_child=1 2 26 4 5 14 7 8 -10 10 11 15 13 -15 24 27 18 -19 19 -21 21 22 29 -25 25 -27 -28 28 -30 -31 leaf_parent=0 12 2 26 4 9 14 7 17 8 10 11 15 13 13 24 27 18 17 23 19 21 22 29 23 25 25 26 28 28 29 leaf_value=0.0417388 0.0475952 -0.00333422 0.0123607 -0.0230024 0.0240035 0.0444229 0.052572 0.0604926 -0.0231534 0.0384105 0.040021 -0.0205425 0.0223397 -0.0228477 -0.0194469 0.0418143 0.0317124 -0.0175192 0.045163 0.0010628 0.00684477 0.0086035 0.00815748 -0.0236162 0.0477696 0.00760758 -0.0320644 -0.0397001 0.00266409 -0.0284242 leaf_count=253 257 4903 345 1041 513 204 115 111 3770 152 113 378 551 199 453 113 124 104 214 3966 1387 468 213 5421 189 6677 2793 129 2820 1030 internal_value=0 0.00958945 -0.0880584 0.0274451 0.0190661 0.0246928 -0.00299888 -0.040938 -0.0470845 0.0663069 0.0343664 0.0156858 0.226503 0.127699 0.0814224 0.000179772 -0.0278787 0.281256 -0.0359031 -0.0442594 -0.0911247 -0.0194863 -0.124929 -0.217416 0.0729253 0.0834206 -0.271473 0.0265519 0.0136753 -0.219748 internal_count=39006 38753 8041 30712 29705 28664 21141 16923 16808 4218 3705 3553 1007 750 7523 3440 13038 215 12823 12699 8733 3098 1711 5635 7319 6866 3138 3062 2949 1243 Tree=507 num_leaves=31 split_feature=87 41 23 41 47 42 43 39 41 17 52 78 24 59 65 3 8 24 85 32 82 52 47 24 85 53 61 13 86 14 split_gain=14.6271 9.19721 10.7398 7.32185 6.86314 6.53347 6.04426 5.91082 5.72092 6.46205 6.02235 5.44896 5.10569 5.00471 6.15729 4.94477 4.28005 4.23885 4.23205 3.98437 3.83765 3.49188 3.4671 5.57439 5.91453 4.79467 4.75333 4.66839 4.48178 3.94934 threshold=0 0 0 4 6 2 0 0 3 0 2 3 8 0 0 1 2 6 3 1 1 2 0 1 0 0 0 3 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 6 -2 -5 -3 13 -4 -6 10 -10 -7 -12 18 -15 -14 -17 -18 -1 -13 -21 -20 27 -24 25 26 -25 -19 -26 -29 right_child=3 5 7 4 8 11 -8 -9 9 -11 12 19 15 14 -16 16 17 22 21 20 -22 -23 23 24 28 -27 -28 29 -30 -31 leaf_parent=18 3 5 7 4 8 11 6 7 10 9 12 19 15 14 14 16 17 27 21 20 20 21 23 26 28 25 26 29 28 29 leaf_value=-0.050269 0.0700594 0.076153 -0.0406675 -0.0469394 0.0456633 0.0561797 -0.0309496 -0.0154827 0.0452584 -0.0113951 0.0494783 0.0177362 -0.0231293 0.0487139 -0.031835 -0.0418124 0.036895 0.038693 0.0549811 -0.0533552 -0.00384103 -0.00401839 -0.0254444 0.0532105 0.0319069 -0.0175959 -0.00959666 0.00112207 -0.0101642 0.0196473 leaf_count=203 124 186 7642 402 224 101 1438 4268 292 3038 136 1342 500 388 168 220 249 303 104 519 5357 4677 1313 422 253 280 197 1827 1689 1144 internal_value=0 -0.0882173 -0.144176 0.0585204 0.0502801 0.0349589 -0.0545044 -0.274712 0.0599459 0.0491944 0.0795236 0.0133856 0.0648647 -0.0109224 0.285855 0.0536568 0.0704606 0.0794436 -0.0472272 -0.0111595 -0.0657066 -0.0247762 0.0641533 -0.0105695 0.0513721 0.268209 0.390705 0.115167 -0.0413178 0.0833866 internal_count=39006 26393 18888 12613 12489 7505 6978 11910 12087 11863 8825 7319 8533 5540 556 8397 7897 7677 4984 7218 5876 4781 7428 4154 2841 899 619 3274 1942 2971 Tree=508 num_leaves=31 split_feature=33 33 33 42 25 33 33 33 25 39 24 31 47 14 23 24 35 31 91 33 24 32 24 39 53 86 7 14 70 47 split_gain=43.0104 10.372 7.22645 6.88709 6.05048 4.11511 4.13836 3.58103 2.40979 1.87917 1.78622 1.60525 2.01662 2.41312 1.40511 1.44695 1.32068 1.09246 0.787954 0.762135 0.661719 0.555975 0.474192 0.325404 0.430868 0.591645 0.320414 0.31807 0.303058 0.455335 threshold=0 1 2 1 0 4 3 5 1 0 0 0 0 0 0 0 0 6 0 7 0 0 0 0 0 1 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=17 11 14 9 5 -5 10 -8 -6 -4 -7 12 20 -14 15 -3 19 -1 -18 -9 -2 -16 27 24 25 -19 -27 28 -21 -30 right_child=1 2 3 4 8 6 7 16 -10 -11 -12 -13 13 -15 21 -17 18 23 -20 22 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_parent=17 20 15 9 5 8 10 7 19 8 9 10 11 13 13 21 15 18 25 18 28 20 21 22 23 24 26 26 27 29 29 leaf_value=-0.013774 -0.0237204 0.0166312 -0.0559256 -0.00969079 0.00625137 0.0234069 -0.00440321 0.0220759 -0.0416015 -0.00570731 -0.0189239 -0.0471058 -0.0199743 0.0374137 -0.0519742 -0.03179 0.00755668 -0.0195067 0.0429989 0.0556285 -0.0506312 -0.0222608 0.0613085 -0.0496515 -0.0504664 -0.0274792 -0.0442781 0.0543591 0.0508381 0.0323109 leaf_count=524 900 162 106 146 176 101 111 103 180 137 175 2197 1205 448 683 238 113 798 101 109 966 480 134 13817 6481 805 6650 260 224 476 internal_value=0 0.021777 0.0981926 0.154049 0.200978 0.260889 0.307261 0.371969 -0.1463 -0.303674 0.0159812 -0.266545 -0.186963 -0.00410422 -0.249461 -0.0772921 0.419885 -0.450073 0.214874 0.459873 -0.342289 -0.407889 0.483517 -0.460749 -0.432029 -0.398268 -0.422542 0.453683 0.418205 0.387508 internal_count=39006 9931 4215 2652 2409 2053 1907 1631 356 243 276 5716 3519 1653 1563 400 1520 29075 214 1306 1866 1163 1203 28551 14734 8253 7455 1069 809 700 Tree=509 num_leaves=31 split_feature=56 10 56 10 66 66 10 56 56 58 14 75 41 41 10 10 66 85 70 54 39 39 41 39 87 41 87 69 39 37 split_gain=20.1856 21.0324 18.1085 15.7465 19.5494 15.0916 24.5895 14.924 15.2564 13.8971 13.4261 10.4552 9.77639 9.34417 8.83419 9.49657 5.78078 6.00839 5.54449 5.12859 4.94522 9.26583 4.78955 4.55671 4.9209 4.88638 4.32302 3.80916 3.76769 3.74918 threshold=3 0 2 1 1 0 2 4 1 4 0 1 0 0 4 3 6 0 2 1 1 0 0 0 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=29 2 -2 12 -5 6 -6 -4 26 -10 13 -7 27 16 -8 -16 17 -11 -12 -18 -15 -22 -13 -14 25 -25 -9 -3 -21 -1 right_child=1 3 7 4 5 11 14 8 9 10 18 22 23 20 15 -17 19 -19 -20 28 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=29 2 27 7 4 6 11 14 26 9 17 18 22 23 20 15 15 19 17 18 28 21 21 22 25 24 25 26 27 28 29 leaf_value=0.0599256 0.0298502 -0.00842689 0.0557532 0.0477186 -0.0376961 0.0300197 -0.0140935 0.0178625 0.0774786 -0.0111025 0.0347162 -0.0273826 0.018155 0.0170684 -0.019598 0.0456613 0.0066783 0.0808698 -0.0308733 -0.0170812 0.00200836 -0.0294041 -0.000230872 -0.0217765 -0.0351836 0.0277416 -0.0115806 -0.033478 -0.0349806 0.0221299 leaf_count=333 692 1469 176 1275 298 271 115 1548 122 289 164 930 848 680 114 2802 1089 212 8364 5467 1805 1219 522 251 341 195 450 976 5769 220 internal_value=0 -0.000321477 -0.0606099 0.0938665 0.177655 0.103406 0.239591 -0.0829384 -0.0938979 -0.128689 -0.137268 -0.053913 -0.0361407 -0.0874158 0.345221 0.401595 -0.173567 0.258517 -0.288898 -0.194202 -0.0062728 -0.0468714 -0.144247 0.0833535 -0.0663322 0.074016 0.115878 -0.180557 -0.22596 0.439238 internal_count=39006 38453 28046 10407 6327 5052 3329 27354 27178 25180 25058 1723 4080 16530 3031 2916 12826 501 8528 12325 3704 3024 1452 1635 787 446 1998 2445 11236 553 Tree=510 num_leaves=31 split_feature=38 38 58 38 75 91 35 63 24 6 41 84 31 42 80 23 85 14 78 6 43 87 53 39 45 23 23 24 86 0 split_gain=9.94218 10.1906 8.59864 8.96337 8.07003 6.86722 6.60345 7.14924 8.70298 6.4324 6.4938 5.99379 6.13722 5.07986 5.01512 10.5578 6.03934 5.30769 4.98295 4.9248 4.7195 4.59122 4.85541 4.17015 4.79893 3.91766 4.24504 6.42136 3.88702 3.97472 threshold=5 3 1 4 2 0 0 1 1 2 0 3 2 1 1 0 1 0 1 1 0 2 2 2 1 1 0 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 13 -4 19 6 7 8 -6 -8 -11 -9 -13 -3 15 -14 -16 28 -12 -5 -19 -20 -23 -7 -25 -10 -27 -28 -18 -30 right_child=1 2 3 4 5 23 9 11 25 10 18 12 14 -15 16 -17 17 20 21 -21 -22 22 -24 24 -26 26 27 -29 29 -31 leaf_parent=0 1 13 3 19 8 23 9 11 25 10 18 12 15 13 16 15 28 20 21 19 20 22 22 24 24 26 27 27 29 29 leaf_value=0.0463033 0.0319052 0.0497688 0.0358268 0.0621243 0.0386458 0.0138488 0.0362601 0.0371836 -0.0285237 -0.0267179 0.0436286 0.0155583 0.0819754 0.0080676 -0.0254321 -0.0103115 0.0191694 -0.0277396 0.0464241 0.0091405 0.00779408 0.0362331 -0.0227941 0.010675 -0.0322911 -0.0110757 0.0851194 0.0104293 -0.0349473 -0.00278003 leaf_count=121 363 221 171 147 717 669 148 257 546 4438 144 879 131 2334 3428 272 727 3529 127 1086 635 181 1374 653 6252 1045 114 1021 604 6672 internal_value=0 -0.0294311 -0.039667 -0.0572518 -0.0658 -0.0792922 -0.0596907 -0.0280002 0.1114 -0.160321 -0.185126 -0.0605677 -0.0714266 0.13652 -0.093137 0.197437 -0.108323 -0.0700248 -0.017971 0.176099 -0.202235 -0.0883377 -0.149893 -0.228883 -0.270719 0.00530536 0.0679581 0.202126 -0.0231067 -0.0517605 internal_count=39006 38885 38522 35967 35796 34563 26989 20577 3443 6412 6264 17134 16877 2555 15998 403 15595 12167 1826 1233 4164 1682 1555 7574 6905 2726 2180 1135 8003 7276 Tree=511 num_leaves=31 split_feature=89 23 47 23 83 46 39 23 67 36 7 29 17 17 43 63 87 88 61 84 64 19 0 74 31 24 2 24 56 8 split_gain=17.4115 17.1793 14.9639 13.4778 12.0109 11.3819 12.669 11.0748 9.33074 8.95526 8.19054 7.98362 7.87979 8.34019 7.32858 7.47088 6.1841 6.17447 5.96149 5.95268 6.26861 5.88178 5.62244 6.87401 5.57652 5.48815 5.34563 5.20157 5.02596 4.83077 threshold=6 0 0 1 1 2 0 2 3 1 0 2 0 1 0 0 0 0 0 0 1 0 1 0 1 0 0 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 5 3 27 -4 -2 12 26 -6 10 -10 -11 16 -14 15 24 22 -8 21 20 -16 -12 25 -24 -13 -7 -5 -3 -17 -26 right_child=1 2 4 7 8 6 17 -9 9 11 18 14 13 -15 19 28 -18 -19 -20 -21 -22 -23 23 -25 29 -27 -28 -29 -30 -31 leaf_parent=0 5 27 4 26 8 25 17 7 10 11 21 24 13 13 20 28 16 17 18 19 20 21 23 23 29 25 26 27 28 29 leaf_value=0.0567094 0.0457033 0.0128033 0.0433069 -0.0070709 0.0413641 0.0482107 -0.0342645 0.024625 -0.00983896 0.0363004 0.0105226 0.0136841 -0.00587053 0.0392511 -0.0199928 0.00604154 -0.0387981 -0.00686824 0.0038037 -0.0127866 0.0155564 0.0491982 -0.0184892 0.0129127 0.0404415 -0.0345149 0.0268535 -0.0131592 -0.0251554 -0.0115013 leaf_count=183 108 779 221 1584 201 139 6295 3518 866 133 300 840 870 558 363 285 1032 1549 664 979 1746 269 2822 431 132 103 585 2588 3893 4970 internal_value=0 0.00254841 0.0354039 0.120131 -0.013325 -0.108862 -0.127679 0.180911 -0.0250183 -0.0345047 0.090229 -0.067216 -0.0387081 0.149033 -0.0778882 -0.12237 -0.105506 -0.265332 0.185456 0.0192134 0.0951373 0.318911 -0.058267 -0.100035 -0.0530107 0.280767 0.00637512 -0.0474341 -0.214934 -0.0971669 internal_count=39006 38823 24916 9054 15862 13907 13799 5687 15641 15440 2099 13341 5955 1428 13208 10120 4527 7844 1233 3088 2109 569 3495 3253 5942 242 2169 3367 4178 5102 Tree=512 num_leaves=31 split_feature=52 52 35 13 13 10 63 43 63 33 41 42 46 92 22 42 69 61 71 14 41 85 85 85 86 57 75 43 61 72 split_gain=16.7997 15.5341 15.427 13.187 14.0911 12.4381 11.9172 9.28243 8.38488 8.13739 7.69007 7.4158 6.91736 6.91511 6.6819 7.60718 6.67319 6.68111 6.03724 8.26202 5.4813 5.33877 4.89195 6.42863 4.73179 4.66624 4.62133 4.90618 6.06999 4.51392 threshold=5 3 0 0 1 0 0 0 1 0 1 2 2 1 1 1 5 0 0 0 0 1 0 2 2 1 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 5 13 6 7 9 -8 18 -9 -4 -13 -5 -14 -16 -17 20 -3 -20 29 -19 26 -24 -6 -15 -23 -28 -29 -18 right_child=1 2 11 4 24 -7 8 10 -10 -11 -12 12 14 25 15 16 17 21 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31 leaf_parent=0 1 18 11 13 24 5 8 10 8 9 10 12 14 25 15 16 29 21 19 19 20 26 23 23 24 25 27 28 28 29 leaf_value=0.0745945 0.0506227 0.0303094 -0.0561941 0.0543616 0.0162768 -0.0264219 -6.65833e-05 0.0320187 -0.0399304 -0.00363028 -0.0272873 -0.0389727 -0.0265396 0.0272039 -0.0296599 -0.0535812 -0.0362108 -0.00208791 0.0264946 -0.0373484 -0.0238099 -0.0141242 0.0118693 0.0475376 -0.0364872 -0.0127962 0.0231806 -0.0413719 0.0111248 0.00818756 leaf_count=109 328 2865 253 186 203 5157 1593 236 2117 1944 1035 196 491 303 762 133 231 672 354 921 1109 259 389 446 8046 3891 1440 290 535 2512 internal_value=0 -0.0154021 -0.0244218 -0.0897382 -0.200032 -0.0198353 0.0287806 0.0953664 -0.176187 0.153976 -0.144935 0.0483516 0.056267 -0.0459711 0.0665013 0.0800906 0.0942802 0.102002 0.234689 -0.00253687 0.00355202 0.152087 0.186457 0.318119 -0.337882 -0.0834036 0.136863 0.167398 0.0120585 0.0531989 internal_count=39006 38897 38569 28851 12629 16222 11065 7355 3710 6084 1271 9718 9465 4380 9269 8778 8016 7883 4140 1275 3852 4031 3359 835 8249 4194 2524 2265 825 2743 Tree=513 num_leaves=31 split_feature=16 39 7 16 16 87 76 58 75 74 36 58 31 9 37 13 19 76 25 23 63 33 7 69 10 75 16 15 16 56 split_gain=12.0822 11.7899 8.71694 8.35563 6.97605 6.21586 9.3123 7.24563 6.39805 8.25042 5.9199 6.39036 5.85089 5.48943 5.57911 5.44874 6.33226 4.64645 4.56449 4.37986 7.08403 5.00073 3.96369 3.91811 5.17979 3.87414 3.78124 5.38064 4.38539 7.10837 threshold=5 0 0 3 4 0 2 3 0 2 1 1 0 1 0 1 0 1 0 0 0 0 2 0 0 0 2 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 12 -2 -5 6 -6 -8 10 -10 18 -12 -3 14 -11 16 -4 -17 23 -14 21 -21 -7 24 -9 -22 27 -13 -28 -30 right_child=1 2 15 4 5 22 7 8 9 13 11 26 19 -15 -16 17 -18 -19 -20 20 25 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_parent=0 3 12 16 4 6 22 7 24 9 14 11 27 19 13 14 17 16 17 18 21 25 21 22 23 24 25 28 27 29 29 leaf_value=0.0575719 0.0356465 -0.0360135 -0.00312227 0.0418619 0.0788155 0.0261561 0.0746539 0.0296685 0.0625614 0.00629248 0.0288649 0.0408714 -0.0511909 0.00197465 0.084914 0.044405 0.0633869 -0.0132127 0.0667434 0.0131966 -0.0514497 0.0962628 -0.019383 -0.0201066 -0.0346181 0.00922445 0.00415502 -0.036111 0.0165938 -0.0234058 leaf_count=153 334 10873 575 197 111 228 108 479 223 162 526 153 735 3196 162 215 292 3658 219 687 732 274 4376 274 175 403 989 119 802 7576 internal_value=0 -0.0334485 -0.151088 0.0135298 -0.00245214 -0.0138258 0.0169559 0.00660164 -0.00190778 0.105252 -0.0543888 -0.096 -0.26837 0.0628585 0.431046 -0.0290055 0.242947 -0.096172 0.131906 -0.0630308 0.0387091 0.366532 -0.1562 0.0707764 0.185948 -0.237681 -0.122614 0.166171 -0.145041 -0.188423 internal_count=39006 38853 18444 20409 20075 19878 15274 15163 15055 3743 11312 10165 13704 3520 324 4740 867 3873 1147 2831 2096 961 4604 928 654 1135 9639 272 9367 8378 Tree=514 num_leaves=31 split_feature=13 25 13 40 63 54 20 8 13 33 0 31 61 31 71 71 23 71 19 91 53 15 71 9 28 87 35 41 32 42 split_gain=12.3311 11.7933 9.20209 9.16398 7.95292 8.13807 8.47918 7.21482 7.55721 6.96773 7.4143 6.7615 6.50896 6.01744 6.24098 9.56182 7.36719 7.11716 6.60385 6.39258 6.30512 5.42004 5.40279 5.34419 5.45576 5.18085 5.39602 4.83281 4.67907 4.59553 threshold=0 0 1 1 9 1 1 2 2 0 1 8 4 7 0 1 0 2 0 0 0 6 0 1 1 3 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 21 -1 -5 22 -7 -4 25 10 27 -8 -3 -13 18 -16 28 -18 19 29 -19 -2 -6 -12 -25 -9 -27 -10 -17 -15 right_child=2 12 7 4 5 6 11 8 9 -11 23 13 -14 14 15 16 17 20 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=3 21 12 7 4 22 6 11 25 27 9 23 13 12 29 15 28 17 20 18 19 20 21 22 24 24 26 26 27 28 29 leaf_value=-0.019202 0.0315984 0.0291263 0.0349607 0.0363406 -0.038063 0.0261156 0.0276592 0.0282516 0.0300699 0.0195776 -0.0187323 0.015107 -0.0285999 0.0166281 -0.0105086 -0.0263076 -0.00671093 0.0506467 -0.0287006 -0.0255783 0.0131165 -0.0042129 -0.00129008 -0.0171972 0.0065236 -0.000159432 -0.0204279 -0.0010899 0.00788237 -0.00476716 leaf_count=1923 174 180 298 135 1104 614 217 142 632 1428 264 492 5196 378 1332 124 277 367 1457 1187 243 5927 403 321 5102 1950 756 186 406 5791 internal_value=0 -0.0372294 0.0409081 -0.0195507 -0.00201781 -0.00992932 0.00406809 0.0656163 0.0590619 0.0833259 0.0621437 -0.00897507 -0.239675 -0.0188138 -0.0340393 0.0401563 0.129061 0.251767 -0.0734364 -0.0512636 0.345974 -0.0304692 -0.225856 0.0432059 0.0537451 -0.0231471 -0.0427786 0.221194 -0.00164825 -0.0265235 internal_count=39006 21826 17180 16450 14527 14392 12885 11079 10781 7933 6505 12271 5376 12054 11562 2749 1417 887 8813 7356 610 6101 1507 5687 5423 2848 2706 818 530 6169 Tree=515 num_leaves=31 split_feature=25 92 33 56 42 69 53 42 63 39 63 63 84 63 23 8 32 7 55 0 39 61 42 14 41 39 39 0 23 47 split_gain=12.0303 8.98407 8.21913 8.42024 7.64482 7.88326 10.6494 7.05247 7.01093 7.30992 7.97691 10.7123 9.75663 7.73469 9.22641 7.6595 7.37555 8.07735 6.23263 6.22511 5.56516 5.21641 4.57821 4.54412 4.53268 4.33908 5.26728 5.30158 4.98583 8.64834 threshold=0 1 2 2 5 5 0 4 14 0 0 1 0 2 0 1 0 2 1 1 1 6 1 0 0 2 3 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 -4 -5 6 -6 -7 -9 10 12 23 16 -13 -15 -16 -10 -18 -14 -17 22 -22 -11 -12 -2 -23 -27 -28 29 -29 right_child=24 2 3 4 5 7 -8 8 9 20 11 13 18 14 15 19 17 -19 -20 -21 21 25 -24 -25 -26 26 27 28 -30 -31 leaf_parent=1 24 2 3 4 6 7 6 8 16 22 23 13 18 14 15 19 17 17 18 19 21 25 22 23 24 26 27 29 28 29 leaf_value=-0.0209574 -0.00586409 -0.0215779 -0.0499294 0.0476629 0.0722351 0.0363874 0.00687067 0.0438598 -0.0247846 0.0148692 -0.0255036 -0.0152629 0.0442298 -0.0190966 -0.0346402 0.046497 0.0591665 -0.00793993 -0.000342028 0.0150711 0.0505305 0.000704901 -0.00335614 -0.000275104 -0.0263878 0.00148142 0.0423748 0.00865802 0.0038038 0.0308708 leaf_count=1194 3517 988 552 106 128 166 272 104 5446 499 1744 772 146 245 136 209 133 1419 1229 1561 117 2748 4624 512 4567 1778 196 1168 1757 973 internal_value=0 0.0258567 0.0319939 0.037468 0.0401139 0.0371454 0.304777 0.0321188 0.028423 0.0254183 -0.0227033 0.0316995 -0.0951174 0.0869442 0.124066 0.162958 -0.173652 0.00363303 0.047905 0.185392 0.0523176 0.0782625 -0.00689816 -0.13601 -0.144962 0.0734128 0.0996661 0.134452 0.119973 0.170458 internal_count=39006 30922 29728 28740 28188 28082 400 27682 27516 27412 13552 5179 8373 2923 2151 1906 6998 1552 1375 1770 13860 8737 5123 2256 8084 8620 5872 4094 3898 2141 Tree=516 num_leaves=31 split_feature=39 14 14 88 14 25 48 59 7 84 59 41 42 33 65 41 79 13 88 47 23 74 14 42 23 15 91 34 75 87 split_gain=13.0425 15.5003 10.6947 8.14076 7.56505 6.5992 7.87204 8.478 7.07056 5.64649 6.45202 5.64576 6.09329 5.49293 5.01753 5.23676 5.07387 4.9553 4.55461 4.48158 4.46071 5.43656 4.29005 4.27207 4.49804 7.51084 6.47014 4.76775 4.34618 4.10289 threshold=0 0 1 0 2 0 1 2 0 0 0 0 1 0 0 0 1 0 1 6 1 1 3 2 2 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 14 -3 5 -4 6 -2 -8 13 -5 -11 12 -6 19 15 17 -17 18 -1 -9 -10 -22 -14 -21 25 -25 28 -28 -26 -19 right_child=3 2 4 9 11 -7 7 8 20 10 -12 -13 22 -15 -16 16 -18 29 -20 23 21 -23 -24 24 26 -27 27 -29 -30 -31 leaf_parent=18 6 2 4 9 12 5 7 19 20 10 10 11 22 13 14 16 16 29 18 23 21 21 22 25 28 25 27 27 28 29 leaf_value=0.0164938 -0.0371665 -0.0204875 -0.0122166 -0.0253983 0.0664212 0.0193651 0.0617657 -0.0461669 0.0187174 -0.0138789 0.033591 0.0581138 -0.0308286 -0.014729 -0.0388911 0.0625855 -0.00542108 -0.0331458 -0.0381757 0.0444844 0.0308408 -0.0300656 0.0175259 0.0443441 0.00418092 -0.0201142 0.0342525 -0.0327428 -0.0257203 0.0034216 leaf_count=595 756 2065 930 2833 107 1769 151 225 462 1009 458 249 534 1438 4869 386 2086 1185 5994 242 257 1864 810 590 4616 343 718 102 700 663 internal_value=0 -0.116896 0.0446542 0.0290939 0.162689 0.0584543 0.0257628 0.0422365 0.0294748 -0.127246 0.031642 0.270425 0.168834 0.063293 -0.219584 -0.167711 0.0249415 -0.229873 -0.334133 0.0906069 -0.155636 -0.230218 0.0775779 0.100206 0.0852877 0.285997 0.0571485 0.27369 0.0143716 -0.0861127 internal_count=39006 20473 4695 18533 2630 14233 12464 11708 11557 4300 1467 1700 1451 8974 15778 10909 2472 8437 6589 7536 2583 2121 1344 7311 7069 933 6136 820 5316 1848 Tree=517 num_leaves=31 split_feature=33 33 75 82 10 13 33 74 31 15 14 31 25 75 47 63 23 7 47 41 91 23 15 63 47 39 41 39 86 47 split_gain=44.5777 10.4142 6.91584 4.84372 4.65037 3.94409 6.22448 2.94784 2.22971 2.22616 2.01421 1.85636 1.78883 1.64721 1.3745 1.73435 1.75579 1.32116 1.16447 1.13651 0.886915 0.868963 0.83656 0.766997 0.655186 0.591243 0.56624 0.232583 0.342271 0.844439 threshold=0 1 0 1 0 2 2 0 0 0 1 6 0 1 0 0 1 0 1 0 0 0 0 0 2 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=11 8 3 -3 5 -5 17 12 9 10 -2 -1 14 20 23 16 -16 -7 -18 22 25 -12 -6 -8 -20 -4 -11 28 29 -13 right_child=1 2 13 4 19 6 7 -9 -10 26 21 27 -14 -15 15 -17 18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=11 10 3 25 5 22 17 23 7 8 26 21 29 12 13 16 15 18 17 24 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00420938 0.0334311 -0.0402213 -0.035436 0.0796555 0.0156668 -0.0370062 0.0509556 -0.00808974 -0.0506616 -0.0509352 -0.00160778 -0.011063 0.00558022 -0.0489101 0.0499196 0.0505054 0.031591 0.00366469 0.0200556 -0.0379236 0.0136161 -0.0354463 -0.0217784 0.0237734 -0.00499342 -0.00356909 -0.0206795 -0.049595 -0.0457575 -0.050479 leaf_count=523 198 234 160 110 122 399 581 121 2182 1175 418 775 143 395 116 212 214 262 127 241 107 769 223 142 214 119 933 13838 12907 1046 internal_value=0 0.0381413 0.113911 0.16827 0.194814 0.240532 0.214136 0.273517 -0.257052 -0.163106 -0.0230415 -0.450319 0.310649 -0.229467 0.345268 0.276898 0.208462 -0.194449 0.137784 -0.137982 -0.104178 -0.154292 -0.0103757 0.45789 0.0426762 -0.212221 -0.393143 -0.464891 -0.440037 -0.323427 internal_count=39006 9917 4242 3461 3227 2641 2531 1870 5675 3493 1385 29089 1749 781 1606 883 671 661 555 586 386 1187 345 723 341 279 2108 28566 14728 1821 Tree=518 num_leaves=31 split_feature=59 56 10 56 10 66 66 10 56 56 58 14 10 10 41 66 71 41 41 14 2 41 62 63 61 41 34 40 32 69 split_gain=19.6711 17.9421 19.1942 17.2781 13.9944 16.412 15.7055 21.4175 11.9165 11.5643 11.769 11.1062 8.48535 9.36874 7.52453 7.17987 6.99898 6.51355 6.10247 5.43759 5.15746 5.31027 4.79552 4.77756 4.61796 4.47484 4.36314 4.06623 5.80335 4.03048 threshold=12 3 0 2 1 1 0 2 4 1 4 0 3 4 0 6 0 0 0 1 0 0 1 0 0 1 2 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 -3 16 -6 7 -7 -5 -10 -11 14 -9 -14 15 23 18 -8 29 20 27 -22 -16 -12 -20 -19 -17 28 -13 -4 right_child=1 2 4 8 5 6 17 12 9 10 11 19 13 -15 22 26 -18 25 24 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 3 29 8 5 7 17 12 9 10 23 28 13 13 22 26 16 25 24 19 21 21 22 23 24 25 26 27 28 29 leaf_value=0.0502652 0.0420028 0.0288482 -0.000535967 0.0530697 0.0443351 -0.0349195 -0.0209003 -0.0215665 0.00859387 0.0685549 -0.0126716 0.0590871 -0.0131025 0.0451648 0.0267272 0.0350461 -0.0214717 -0.0104288 0.0299022 -0.0387845 -0.0421157 0.0417814 -0.00448239 0.0649506 -0.00029703 0.0234735 -0.0209733 -0.0296901 -0.0415212 -0.032809 leaf_count=655 488 624 1166 141 1262 297 1061 121 1843 121 245 129 110 2775 235 156 1292 340 554 5082 161 134 3337 273 486 290 12111 2829 181 507 internal_value=0 0.000495782 -0.0110547 -0.0692592 0.0804618 0.161489 0.0926059 0.235749 -0.091187 -0.10042 -0.130764 -0.138962 0.337418 0.387423 -0.0932983 -0.171863 -0.0428304 -0.0689135 0.0304664 -0.278648 -0.162563 0.176797 -0.02031 0.290458 0.150678 0.0767673 -0.196438 -0.235656 0.152432 -0.099881 internal_count=39006 38351 37863 27602 10261 6256 4994 3303 26978 26837 24994 24873 3006 2885 16357 12785 4005 1691 2713 8516 3434 295 3572 518 1040 630 12267 3139 310 1673 Tree=519 num_leaves=31 split_feature=6 49 44 91 29 10 84 39 46 36 66 25 55 33 63 8 34 39 53 3 66 86 10 47 41 76 14 53 31 0 split_gain=7.95391 7.85371 8.34947 7.61242 7.21897 6.38954 5.87758 5.75474 5.69296 6.62866 8.21345 7.90146 7.15977 7.92398 7.39979 5.57984 5.33329 7.98641 5.12204 5.61118 4.55028 4.33447 4.66569 3.85349 4.55122 3.72764 4.30331 3.66334 4.15503 3.57796 threshold=1 4 3 0 1 1 5 2 1 2 0 1 1 0 2 1 0 0 0 1 1 1 2 1 0 1 2 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 4 16 25 -7 -5 20 23 11 -11 13 -12 -14 -16 -4 -18 19 -13 -8 -17 -23 -10 -25 -6 -27 -28 -29 -24 right_child=1 2 3 7 5 6 8 -9 9 10 12 18 14 -15 15 21 17 -19 -20 -21 -22 22 29 24 -26 26 27 28 -30 -31 leaf_parent=0 1 2 16 7 25 6 20 7 23 11 13 19 14 13 15 21 17 17 18 19 20 22 29 24 24 26 27 28 28 29 leaf_value=0.0155804 0.0352776 0.0518769 -0.0389988 0.0214323 0.0550563 0.0562742 0.0792255 -0.0238869 -0.0194613 0.0425261 -0.00728427 0.0683466 0.0178569 0.0469224 0.00707334 -0.00353061 -0.0434001 0.0654214 -0.0160573 0.00232304 0.0119041 0.0134688 0.0161852 0.0140924 0.0734345 -0.044982 0.0196929 -0.024353 0.0111397 -0.0299134 leaf_count=2109 178 112 1595 717 108 148 144 7307 155 828 620 137 648 187 912 1268 192 125 2860 5393 774 300 339 300 139 141 1320 678 468 8804 internal_value=0 -0.0261856 -0.0340644 -0.0399256 -0.0201393 -0.00718494 -0.0326141 -0.190815 -0.0382223 -0.0519167 -0.065182 0.0164198 -0.128886 0.0892434 -0.165878 -0.194196 -0.267351 0.120102 -0.0114806 0.0414997 0.200156 -0.22424 -0.260678 0.251083 0.376076 0.110124 0.0879446 0.109971 -0.0107389 -0.283036 internal_count=39006 36897 36719 36607 28583 26671 23956 8024 23808 22890 22296 9218 13078 807 12271 11623 1912 317 8390 5530 918 10711 9443 594 439 2715 2607 2466 1146 9143 Tree=520 num_leaves=31 split_feature=12 1 88 89 89 89 89 87 75 83 76 28 40 88 48 66 34 65 34 59 32 63 71 89 40 12 7 33 1 4 split_gain=18.0076 16.6497 17.3487 16.3938 13.9535 13.2549 13.5646 13.4194 13.2469 8.87225 8.51795 8.39609 8.33334 8.21699 10.9045 13.3395 8.5199 9.12229 8.6478 7.89367 7.58154 7.57597 7.31924 6.5235 7.14623 6.48652 6.43958 6.30745 6.32786 5.85769 threshold=10 3 0 4 3 2 6 0 0 1 1 1 2 1 1 0 0 1 1 0 0 0 0 1 1 1 0 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 -3 21 -6 -7 9 -9 -8 -4 -10 19 22 -15 16 26 -18 -19 -11 23 -5 -12 25 -25 -14 -16 -26 -29 -22 right_child=1 2 10 4 5 6 7 8 11 12 13 -13 20 14 15 -17 17 18 -20 -21 29 -23 -24 24 27 -27 -28 28 -30 -31 leaf_parent=0 1 3 10 21 5 6 9 8 11 19 22 11 25 14 26 15 17 18 18 19 29 21 22 24 27 25 26 28 28 29 leaf_value=0.0658651 0.0439432 0.0488656 -0.0228412 0.0713873 0.0211621 0.0555497 0.0320515 -0.0310723 0.0436611 0.0423281 0.011764 -0.00956316 0.0463741 -0.00938756 -0.0140398 0.0164657 -0.00818941 0.00807553 0.104512 -0.0269335 0.0246791 0.00649495 -0.0112084 0.0113776 0.0251379 0.00298221 0.064131 0.0141226 -0.0120044 -0.0213902 leaf_count=160 332 187 513 117 591 114 272 8273 133 329 2916 1429 251 689 263 1563 131 130 314 152 195 135 1823 1193 285 663 101 551 9959 5242 internal_value=0 0.000237684 -0.00783724 -0.0441934 -0.0532113 -0.0627619 -0.0774769 -0.0843547 -0.209682 -0.0496164 0.0956743 -0.0136945 -0.0595487 0.117608 0.213529 0.284856 0.55978 0.752669 0.889416 0.245526 -0.0711708 0.382271 0.0412811 -0.0416997 -0.0623069 0.134387 0.200085 -0.0875237 -0.100744 -0.184795 internal_count=39006 38846 38514 30071 29884 29632 29041 28927 9835 19092 8443 1562 18820 7930 3191 2502 939 575 444 481 18339 252 4739 12902 11988 914 364 10795 10510 5437 Tree=521 num_leaves=31 split_feature=61 39 76 61 0 43 37 28 42 42 40 15 17 0 91 12 14 10 56 15 87 29 16 19 45 63 10 63 45 12 split_gain=14.8698 16.899 11.9991 11.0745 9.05195 9.02319 8.2109 7.01625 5.84968 5.82534 5.79928 6.00048 8.70197 5.67792 5.54345 5.81197 5.59353 5.33124 5.25397 5.04471 5.86123 5.37178 4.94135 4.91247 4.84908 5.44815 4.73275 4.64236 4.60639 4.58687 threshold=0 0 2 1 4 0 0 1 1 2 2 1 0 1 0 1 0 0 1 0 0 1 1 0 1 0 1 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 10 -2 6 -5 8 19 27 -6 -10 -1 12 17 23 16 -16 18 -12 -13 20 -4 -21 -20 -11 -15 29 -7 -3 -28 -26 right_child=2 7 3 4 5 26 -8 -9 9 13 11 14 -14 24 15 -17 -18 -19 22 21 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_parent=10 2 27 20 4 8 26 6 7 9 23 17 18 12 24 15 15 16 17 22 21 20 21 22 23 29 25 28 27 28 29 leaf_value=0.0422016 0.0475485 0.0628857 0.0156925 0.0556115 -0.0197407 0.0176488 -0.0288489 -0.0350855 -0.0393923 0.00887396 0.0353146 -0.038548 -0.0309993 -0.00774462 0.0849281 0.00657973 -0.033207 -0.0279931 0.0222485 0.0468196 -0.0216766 -0.0179874 -0.00751968 -0.0391304 0.0499042 0.00830056 -0.0599676 -0.0153752 -0.0055774 0.023196 leaf_count=235 243 113 1627 136 514 519 2327 8450 159 329 828 710 630 379 185 1264 2593 456 556 117 688 2700 5844 152 322 1328 160 401 2905 2136 internal_value=0 -0.0888181 0.0520727 0.038897 0.0846805 0.0718414 -0.0770632 -0.296414 0.130993 0.150136 -0.0179965 -0.0333749 0.146321 0.162313 -0.0736995 0.171247 -0.107162 0.271972 -0.0653653 -0.0112906 0.0803033 -0.133588 -0.0326563 -0.0638501 0.191504 0.215174 -0.0329376 0.14438 -0.0759564 0.274053 internal_count=39006 22265 16741 16498 9039 8903 7459 8964 5319 4805 13301 13066 1914 4646 11152 1449 9703 1284 7110 5132 2315 2817 6400 481 4165 3786 3584 514 3065 2458 Tree=522 num_leaves=31 split_feature=39 73 6 55 57 16 9 61 24 58 4 78 36 48 42 70 90 23 83 69 89 74 78 59 63 47 74 7 39 61 split_gain=12.4244 7.53767 7.35337 7.20194 7.50116 7.25969 7.44134 7.15601 6.48711 8.27593 6.80319 5.85991 5.05856 4.42582 4.03278 3.98214 5.47052 3.95154 4.10557 3.76335 3.73613 3.89841 5.44296 3.67978 3.67606 3.37848 3.33881 3.70478 3.0843 4.50948 threshold=0 2 1 1 1 4 1 0 0 3 1 1 1 1 1 1 1 3 1 0 2 1 1 0 1 1 2 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 19 23 24 -6 -7 12 10 -10 -8 -11 -4 -13 -9 -12 25 -16 -19 -2 -18 -22 -23 -3 -5 -17 -15 -28 29 -20 right_child=2 3 7 4 5 6 8 14 9 11 15 13 -14 26 17 16 20 18 28 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=1 19 23 12 24 5 6 10 14 9 11 15 13 12 26 17 25 20 18 29 19 21 22 22 23 24 25 27 27 28 29 leaf_value=-0.0353585 0.060894 -0.0411886 0.00269543 0.012009 0.052541 0.0310222 0.062037 -0.0471221 0.080307 0.0261901 0.0246781 0.0275563 -0.0383955 0.0272613 0.030271 0.0680053 -0.0478682 0.0477663 -0.0246146 0.00122739 0.0230376 0.0390702 -0.00347174 0.00348766 -0.0363901 0.0170053 0.0134533 -0.0226058 -0.0221389 0.0138379 leaf_count=863 297 934 715 242 153 1200 266 1115 104 375 689 371 7908 172 565 117 224 133 1115 541 822 413 6131 498 1012 361 307 5272 4528 1563 internal_value=0 0.0223249 -0.147379 0.0352886 0.0518866 0.0700258 0.0580547 -0.178819 0.0353128 -0.0682402 0.0879451 -0.091921 -0.317838 -0.134334 -0.0858605 0.0717533 0.0420462 -0.0543249 -0.0904061 0.243557 0.0127925 0.0255923 -0.00729606 -0.254909 -0.240504 0.327663 -0.1653 -0.188818 -0.116348 -0.00613666 internal_count=39006 20526 18480 19663 18231 16977 16824 17642 15624 6601 9023 6497 8623 6122 9019 8757 8068 7904 7339 838 7590 7366 6544 1432 1254 478 5751 5579 7206 2678 Tree=523 num_leaves=31 split_feature=31 1 67 67 22 6 76 67 57 7 71 71 23 54 80 31 70 71 10 8 74 87 58 20 15 24 55 0 63 44 split_gain=14.0429 12.4907 11.2495 10.0093 9.61622 8.83152 8.15691 9.62186 7.99247 7.05581 6.80813 12.3907 11.0817 9.32642 7.77632 6.76781 6.38466 6.13882 5.8124 5.82488 5.86324 7.38076 6.27076 5.73279 8.78997 5.31994 6.89292 7.63881 5.41516 5.35393 threshold=2 1 3 2 2 2 4 1 2 6 0 1 0 1 1 8 2 2 2 12 0 0 2 2 0 1 1 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 13 -12 -13 -11 -15 -16 -17 -14 -18 -20 22 -22 -21 24 -24 28 -27 -28 -25 -29 right_child=1 2 3 4 5 6 7 8 9 10 11 12 17 14 15 16 18 -19 19 20 21 -23 23 25 -26 26 27 29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 13 11 12 17 14 15 16 18 17 19 22 21 21 24 28 24 26 27 29 28 29 leaf_value=-0.0205393 -0.0253289 -0.0502333 -0.028388 -0.0368 -0.0464518 0.0540943 -0.0118568 -0.0415691 -0.0641656 -0.0155863 0.000982223 0.0059176 0.00752948 -0.0353605 0.0321514 -0.0271822 -0.0261998 0.0290365 0.0331435 -0.0428623 -0.0206734 0.00546553 -0.0589112 -0.00771907 0.0214639 -0.0155047 0.0262416 0.035114 0.00697071 0.00662937 leaf_count=2604 2253 355 801 420 386 136 2490 414 128 1960 4338 1756 732 382 208 438 384 1609 154 132 2077 693 133 1748 189 608 926 327 1339 8886 internal_value=0 0.0165172 0.0221699 0.0248436 0.0289059 0.0319815 0.034257 0.0321881 0.0404238 0.0428085 0.0442187 0.0854863 0.148898 0.0216037 0.0327556 0.037295 0.0318614 0.236807 0.0367506 0.0413479 0.0365301 -0.0736261 0.0495129 0.0530888 -0.263139 0.0580688 0.0821001 0.0933655 -0.00370081 0.0750201 internal_count=39006 36402 34149 33794 32993 32573 32187 32051 29561 29147 29019 8435 4097 20584 18624 18242 18034 2341 17596 17212 17058 2770 14288 14156 322 13834 10747 10139 3087 9213 Tree=524 num_leaves=31 split_feature=59 42 16 76 47 42 32 47 82 42 69 69 53 72 20 26 42 59 31 49 15 66 91 24 78 41 71 31 0 39 split_gain=10.8238 9.66747 8.57709 7.83693 7.0537 7.69408 10.1697 9.0549 8.47742 8.58478 7.25938 9.66567 9.10952 7.06656 8.04875 7.53893 8.7172 6.96862 6.7357 6.67082 6.49843 6.29364 5.87132 5.76698 5.12832 5.08302 4.55365 4.18482 4.54827 5.43145 threshold=0 4 2 4 8 1 0 5 1 5 0 1 0 2 2 1 3 1 10 2 0 1 2 0 2 0 0 2 1 6 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 -4 -5 6 25 21 -9 -10 13 -12 23 -11 20 -16 -17 19 -18 -2 -15 -7 -20 -13 -24 -6 -14 -26 -29 -30 right_child=17 2 3 4 5 7 -8 8 9 10 11 12 26 14 15 16 18 -19 22 -21 -22 -23 24 -25 27 -27 -28 28 29 -31 leaf_parent=1 19 2 3 4 25 21 6 8 9 13 11 23 26 20 15 16 18 17 22 19 20 21 24 23 27 25 26 28 29 29 leaf_value=0.0409145 0.0514652 -0.0308596 -0.0598152 0.0333583 0.00567491 0.0488074 0.0243963 -0.0240413 0.044077 0.0134942 -0.00275011 -0.00258117 -0.00879403 0.0638462 0.0238338 0.0396801 0.0320771 -0.0340859 -0.04672 -0.00859994 -0.00799278 0.0101104 -0.0451412 0.0305997 -0.0334997 -0.0279312 0.0107572 -0.020235 0.0294024 -0.00436866 leaf_count=182 192 725 125 277 1246 239 1108 1238 118 825 3274 311 930 140 636 122 110 4762 548 4825 200 583 323 928 572 274 1444 1079 152 11519 internal_value=0 0.0313715 0.0271663 0.0314107 0.0335052 0.029537 0.121266 0.01519 0.00684026 0.013886 0.00963564 0.063731 0.129053 -0.0190096 -0.0339959 -0.0414388 -0.0512784 -0.116523 -0.0586322 -0.0588543 0.353437 0.229691 -0.0654531 0.250221 -0.0597372 0.0164461 0.0495097 -0.0545435 -0.048546 -0.0364059 internal_count=39006 29227 29045 28320 28195 27918 2628 25290 24468 23230 23112 6887 3613 16225 15401 15061 14425 9779 14303 5017 340 822 14193 1239 13645 1520 2374 13322 12750 11671 Tree=525 num_leaves=31 split_feature=87 39 41 79 61 8 8 24 86 61 26 61 13 47 87 23 87 87 72 66 71 79 41 71 42 91 59 47 74 47 split_gain=11.2801 8.60936 6.58113 6.25299 6.16437 5.83721 5.89875 5.83662 5.58311 5.37552 5.12383 5.05795 6.3596 5.02336 4.81808 5.50576 6.38286 5.91198 7.15319 5.37158 4.79921 5.20407 4.45412 3.44518 3.41409 3.42959 4.52585 3.84159 3.37405 3.36112 threshold=0 0 4 0 0 2 1 6 1 0 1 1 0 6 7 0 1 2 1 4 0 1 0 0 1 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 9 -2 5 8 -4 -7 23 29 20 -10 12 -6 -9 -15 19 22 -18 -19 -16 21 -1 -17 -8 -12 26 -26 -27 -23 -3 right_child=2 4 3 -5 11 6 7 13 10 -11 24 -13 -14 14 15 16 17 18 -20 -21 -22 28 -24 -25 25 27 -28 -29 -30 -31 leaf_parent=21 2 29 5 3 12 6 23 13 10 9 24 11 12 14 19 22 17 18 18 19 20 28 22 23 26 27 26 27 28 29 leaf_value=0.0273459 0.0654304 0.0847307 -0.0415644 -0.0200326 -0.0253428 -0.0211239 0.0544857 -0.0449447 0.0626381 -0.0348717 0.0274356 -0.0218166 0.0165448 0.0446648 0.0781412 -0.0277893 -0.0153476 0.0942425 0.0114412 0.0113269 0.0054483 -0.0176546 0.0073944 0.00271733 0.0292825 -0.00543452 -0.0120237 0.0442195 -0.0465066 0.0123163 leaf_count=921 124 159 363 1741 1091 891 219 308 163 5593 407 3625 1099 199 112 2028 945 115 1587 3301 1601 5312 623 101 279 317 2891 321 2322 248 internal_value=0 -0.0875143 0.0421445 0.0343711 -0.0206254 0.0538799 0.06374 0.0811106 0.0634539 -0.186276 0.0332816 -0.114983 0.0189034 0.0645485 0.0734216 0.0614989 -0.0178571 0.0687759 0.155831 0.127624 -0.123393 -0.19451 -0.172348 0.384504 0.0108472 -0.0240709 -0.0736843 0.186917 -0.235541 0.513807 internal_count=39006 26349 12657 12533 10600 10792 10429 9538 4785 15749 4378 5815 2190 9218 8910 8711 5298 2647 1702 3413 10156 8555 2651 320 4215 3808 3170 638 7634 407 Tree=526 num_leaves=31 split_feature=85 59 74 69 7 85 42 24 41 86 7 66 66 23 91 15 41 39 37 32 91 47 66 32 32 24 32 13 24 39 split_gain=11.7206 6.78306 5.82017 5.07844 3.81469 4.08084 2.47752 3.03807 2.76694 2.56631 2.1079 2.0132 2.22957 2.0298 1.86214 1.75185 1.58369 1.59207 1.48516 1.53677 1.90655 1.29491 1.37215 1.29035 1.2131 0.895591 0.725066 0.508507 0.502866 0.489622 threshold=0 0 0 0 1 1 1 0 0 1 1 2 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 6 5 15 -1 8 9 -8 29 -12 14 -14 -13 -2 -9 21 19 -5 -21 -18 -23 -4 -3 -25 -15 -26 -19 -11 right_child=4 24 23 18 -6 -7 7 16 -10 10 11 12 13 26 -16 -17 17 28 -20 20 -22 22 -24 25 27 -27 -28 -29 -30 -31 leaf_parent=6 15 24 23 19 4 5 9 16 8 29 11 14 13 26 14 15 21 28 18 20 20 22 22 25 27 25 26 27 28 29 leaf_value=-0.0278528 0.0341537 -0.0443342 -0.0415593 -0.0343492 -0.0406319 -0.0472707 0.0559119 0.0296804 -0.0124479 0.0444412 0.0393647 0.00585133 -0.0513528 -0.0129482 0.0441819 -0.0156583 0.0286896 -0.0191059 -0.0433152 -0.0235567 0.0328347 0.0160165 -0.03032 0.00751671 -0.0066486 -0.0319941 0.0165679 -0.0343594 -0.0450427 0.0216091 leaf_count=548 464 5000 2550 980 13751 1188 354 430 821 478 335 1474 283 684 377 600 457 684 1596 671 325 293 647 360 957 645 285 656 916 197 internal_value=0 -0.0741753 -0.0266621 0.0201483 -0.343145 -0.0867969 0.0729484 0.0954017 0.157245 0.202892 0.163984 0.100179 0.0458333 -0.124478 0.168748 0.14026 -0.0710777 -0.124939 -0.233428 -0.119671 0.0451911 0.0123873 -0.111149 -0.30765 -0.349291 -0.118473 -0.00761678 -0.180509 -0.291226 0.361895 internal_count=39006 23003 16390 12835 16003 2252 9263 8715 5288 4467 4113 3438 3103 1252 1851 1064 3427 2997 3572 1976 996 1397 940 3555 6613 1005 969 1613 1600 675 Tree=527 num_leaves=31 split_feature=13 13 13 34 34 61 61 53 82 66 19 23 61 2 69 15 21 47 42 63 10 24 58 69 2 41 21 59 7 41 split_gain=17.2127 17.8404 16.2213 14.8417 10.4251 9.94436 19.5286 9.55032 9.3846 7.90482 6.7525 5.69401 5.53591 5.0546 4.95558 4.62437 4.60628 5.49591 11.5262 4.4957 4.30367 4.29688 4.0635 5.7489 4.05559 3.93256 3.82005 3.94242 3.99846 3.57338 threshold=0 1 2 3 2 0 1 0 1 0 0 2 2 0 0 2 0 0 1 1 0 0 1 0 1 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 14 9 -1 -5 7 13 11 -4 -3 -10 -6 -8 19 15 -2 17 20 -19 -7 -13 -22 -9 -24 -15 -21 -17 28 -28 -18 right_child=1 2 8 4 5 6 12 22 10 -11 -12 16 -14 24 -16 26 29 18 -20 25 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_parent=3 15 9 8 4 11 19 12 22 10 9 10 20 12 24 14 26 29 18 18 25 21 21 23 23 24 25 28 27 28 29 leaf_value=0.0488555 0.0444426 -0.027298 0.0239425 0.0300037 0.0226852 0.0274387 -0.00614874 0.0472029 -0.0454174 0.0113992 -0.0154172 -0.00563614 -0.0274954 0.00916595 -0.00501352 -0.00256768 -0.00040356 0.0648607 -0.0215566 -0.0162781 0.0303202 -0.0226289 0.0246669 0.00229296 0.0440136 0.00928203 0.0202616 0.039961 -0.032188 0.0407747 leaf_count=544 366 1184 169 1102 1179 523 1731 257 6974 1725 1034 2384 2527 391 2740 2081 445 149 3295 1516 685 118 2353 1219 649 546 394 357 194 175 internal_value=0 -0.080496 -0.198373 0.0621153 0.0477535 0.0301272 -0.0480279 0.0881927 -0.325473 -0.000837013 -0.36773 0.0130808 -0.183772 0.105991 0.0358771 0.123914 -0.0238405 -0.0583576 -0.161307 0.0347351 0.0422296 0.204839 0.189326 0.162499 0.268102 -0.0269793 0.0793021 0.207476 0.0469552 0.193088 internal_count=39006 17218 11086 21788 21244 20142 7883 12259 8177 2909 8008 8430 4258 3625 6132 3392 7251 6631 3444 2585 3187 803 3829 3572 1040 2062 3026 945 588 620 Tree=528 num_leaves=31 split_feature=49 31 22 49 44 48 16 61 42 61 10 7 61 49 75 21 74 23 62 31 27 63 29 58 43 35 77 15 69 41 split_gain=9.35775 7.69846 8.26482 7.73033 6.72452 7.40555 6.53321 7.26584 6.159 7.66524 5.68497 5.49972 5.00869 4.76866 4.6176 4.60194 5.31946 4.4924 3.92923 3.73347 3.62332 4.04205 4.95931 4.01202 3.61778 4.46539 3.54184 3.52982 3.58792 4.40816 threshold=5 4 4 4 2 4 4 0 2 1 2 0 2 3 0 0 0 1 1 2 1 1 1 1 1 0 1 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 26 -3 -4 -5 -6 -7 10 11 27 15 -9 14 -12 -11 16 -8 18 -15 -20 -19 24 -23 -24 -22 -26 -2 28 -10 -30 right_child=1 2 3 4 5 6 7 8 9 12 13 -13 -14 17 -16 -17 -18 20 19 -21 21 22 23 -25 25 -27 -28 -29 29 -31 leaf_parent=0 26 2 3 4 5 6 16 11 28 14 13 11 12 18 14 15 16 20 19 19 24 22 23 23 25 25 26 27 29 29 leaf_value=0.0422052 0.0565082 0.0520866 0.0305487 0.0282218 0.0607223 0.0379869 0.0785493 -0.00748998 0.0599377 -0.0232893 0.0265497 0.0622788 -0.0340049 0.034339 0.0102912 -0.0107392 0.00262015 -0.0335649 0.0239823 -0.0236009 -0.0238553 -0.0365233 0.0207249 -0.00477815 0.0246649 -0.0103581 0.0132178 -0.0102861 0.0554215 -0.0140475 leaf_count=142 103 118 204 311 246 229 215 349 198 2683 183 160 5015 163 652 181 147 891 149 4004 327 935 591 11374 1544 571 689 5884 154 594 internal_value=0 -0.0289724 -0.0405124 -0.0460042 -0.0542883 -0.0619928 -0.0663569 -0.0721686 -0.142038 -0.16072 -0.0303521 0.212044 -0.251198 -0.0423418 -0.127257 0.274426 0.479108 -0.0526906 -0.172041 -0.201476 -0.0266989 -0.0168369 -0.045236 -0.0286953 0.10667 0.155311 0.208333 -0.0649308 0.151684 0.0264959 internal_count=39006 38864 38072 37954 37750 37439 37193 36964 15689 15180 21275 509 8350 20732 3335 543 362 20549 4316 4153 16233 15342 12900 11965 2442 2115 792 6830 946 748 Tree=529 num_leaves=31 split_feature=89 89 1 23 47 23 87 83 23 89 7 74 42 43 36 27 32 85 37 67 78 91 70 7 63 7 31 60 24 36 split_gain=15.5058 15.3248 15.301 15.4316 13.3643 12.4215 11.3983 11.1872 9.69728 7.73621 7.30737 6.95058 8.07591 6.53459 6.06992 5.96143 6.67073 5.84301 5.4576 5.07636 5.48314 5.05562 5.04899 4.99319 4.48017 5.13719 5.30927 4.47064 4.46985 4.37772 threshold=5 7 4 0 0 1 0 1 2 2 1 0 1 4 2 2 0 0 0 1 2 1 1 0 0 2 0 2 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 6 5 23 9 -6 -7 -4 -9 12 -12 -11 -13 -14 24 19 21 -15 -21 -16 -20 -5 28 -26 -27 -10 -17 -22 right_child=1 2 3 4 7 8 -8 10 27 13 11 14 15 17 18 16 -18 -19 22 20 29 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_parent=0 1 2 9 23 7 8 6 10 27 13 12 14 15 19 21 28 16 17 22 20 29 21 22 23 25 26 26 27 28 29 leaf_value=0.0571218 0.0658129 0.0499569 0.0412574 -0.0131532 0.0411209 0.00023921 -0.0321277 0.00752968 0.0806072 0.0546265 -0.0439875 0.0361946 0.0540774 0.024994 -0.0526181 0.0201726 -0.0246788 -0.0240529 -0.0243975 0.0421151 0.0304565 -0.00632696 0.0139286 0.0138213 0.0219735 0.00452862 -0.0270125 0.021699 -0.00478265 -0.0115616 leaf_count=159 106 198 131 2674 217 2178 4728 2553 111 112 830 190 140 361 188 644 3078 3427 165 100 170 1886 967 667 147 767 1600 3369 2284 4859 internal_value=0 0.0047772 -0.000277585 -0.00692552 0.0248521 0.105944 -0.113789 -0.0221996 0.165225 -0.0610469 -0.0338448 -0.0648625 -0.119613 -0.0807155 0.0106641 -0.0937357 -0.104156 -0.0937866 -0.013797 -0.0428077 -0.0727211 -0.0953298 0.0875596 -0.0569777 -0.0514314 -0.138957 -0.185562 0.22838 0.0276056 -0.0938305 internal_count=39006 38847 38741 38543 24655 8999 13888 15656 5658 9160 15439 12886 9490 9029 3396 8660 8520 8917 3206 5490 5129 2074 1132 3341 5442 2514 2367 3480 2928 5029 Tree=530 num_leaves=31 split_feature=52 61 39 0 42 42 42 85 43 13 45 91 69 71 28 10 15 91 24 32 0 13 35 66 40 31 59 0 47 37 split_gain=15.3723 13.9164 11.8466 9.53288 8.89896 8.90769 9.06727 8.42626 7.93172 7.87121 6.70448 5.99209 5.94 5.40146 5.16287 5.11561 6.29058 5.34724 6.59628 5.10366 4.99791 4.69091 7.88317 4.63678 4.32485 4.31942 4.15476 4.15123 4.8973 4.86255 threshold=5 0 0 5 2 3 1 5 0 0 1 0 0 2 1 0 1 0 0 0 2 0 0 1 2 0 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 15 -3 -5 -6 11 -8 10 14 -9 -7 20 19 -4 16 -2 24 -19 -10 -12 -22 -23 -15 -18 -21 -16 -14 -29 -30 right_child=1 3 9 4 5 6 7 8 13 -11 12 -13 27 23 26 -17 17 18 -20 25 21 22 -24 -25 -26 -27 -28 28 29 -31 leaf_parent=0 16 3 14 4 5 11 7 10 19 9 20 11 27 23 26 15 24 18 18 25 21 22 22 23 24 25 26 28 29 29 leaf_value=0.0748436 0.0190348 0.044919 0.0386384 -0.0428554 -0.0572768 -0.0404186 0.0636042 -0.0157473 -0.0121486 -0.0426319 0.0582705 0.00557482 -0.0265717 -0.034516 0.0354208 -0.02277 0.0451475 -0.0129911 0.0470336 0.00824476 0.0213212 -0.0150901 0.0234543 -0.0040202 -0.0101429 0.0695987 -0.0246584 -0.0106043 0.0250527 -0.00449041 leaf_count=106 1224 188 211 566 223 1215 134 660 233 5992 137 466 327 769 310 3996 101 654 360 139 2952 1469 487 3930 6964 103 2436 1203 870 581 internal_value=0 -0.00676097 -0.0964588 0.0411527 0.0300836 0.039526 0.0467515 0.0637256 0.055859 -0.273536 0.102225 -0.221688 0.123205 -0.0367993 -0.0914764 -0.0371198 -0.00533329 -0.0497511 0.201558 0.216035 0.176568 0.15986 0.0355733 -0.0714955 -0.0858237 0.419548 -0.175153 0.0254345 0.0609027 0.142765 internal_count=39006 38900 22248 16652 16464 15898 15675 13994 13860 8949 8686 1681 8026 5174 2957 13299 9303 8079 1014 475 5045 4908 1956 4699 7065 242 2746 2981 2654 1451 Tree=531 num_leaves=31 split_feature=42 77 16 14 75 57 16 16 78 16 31 76 0 54 16 69 25 53 10 90 41 24 74 3 43 63 85 61 85 88 split_gain=13.5688 9.73121 10.0984 10.2745 8.27025 7.16898 7.32282 7.15832 7.38024 6.77636 5.49079 5.41558 5.97416 5.73668 5.78319 5.43265 5.36137 4.93972 4.80485 7.38355 4.60533 4.57466 4.3938 4.94257 4.01273 3.6276 3.76869 3.60731 4.18185 3.4653 threshold=1 3 5 0 0 1 4 2 3 1 0 2 3 2 3 2 0 0 0 1 0 0 0 0 0 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 5 -5 -4 17 29 -9 18 -6 -11 -13 -14 -15 20 -12 -7 19 -10 -16 24 27 25 -17 26 -24 -23 -29 -8 right_child=1 2 3 4 10 6 7 8 9 11 16 12 13 14 15 21 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=0 1 2 5 4 10 17 29 8 19 11 16 12 13 14 20 24 16 17 18 19 20 27 26 23 24 25 26 28 28 29 leaf_value=-0.0365994 0.0500263 0.0527237 -0.0256709 -0.0292909 -0.0295984 0.0711763 0.0678049 0.0471419 0.0794266 0.0507431 0.00947031 0.052286 0.0219251 0.0245804 0.000323592 -0.0102104 0.0852904 -0.00136103 -0.015517 0.0142218 0.0606446 -0.0376852 -0.00297042 -0.060061 0.0125448 -0.0227515 0.047784 -0.0323901 0.00577487 0.0182365 leaf_count=3669 233 155 1724 8458 717 105 138 218 125 137 637 207 586 273 686 6156 153 106 700 1399 425 4838 465 244 2104 480 345 1375 1419 730 internal_value=0 -0.000921224 -0.0105544 -0.0200498 -0.188087 0.0114151 0.0277506 0.0164356 -0.00411754 -0.0153644 0.0693439 -0.0479155 -0.0566743 -0.0660792 -0.08472 -0.102002 0.238819 0.447239 0.139065 0.20865 0.192628 -0.121167 -0.206909 -0.0315374 -0.0621058 0.0528294 0.197158 -0.274907 -0.141634 0.248276 internal_count=39006 35337 35104 34949 9965 24984 23261 23050 22182 21964 1507 19740 19603 19396 18810 18537 790 211 2224 1524 1111 17426 9166 1534 8260 1290 810 7632 2794 868 Tree=532 num_leaves=31 split_feature=31 6 70 39 91 10 67 76 63 74 63 14 15 7 69 63 15 47 67 20 12 87 53 12 20 53 2 25 2 69 split_gain=12.1254 10.8548 9.83206 8.76947 11.9759 8.70678 8.14339 7.91038 7.42194 11.8766 8.85886 8.2532 6.85782 10.5011 6.74629 6.64526 6.56457 8.52897 5.7487 5.67689 6.02149 5.82421 5.64593 5.28712 8.40806 5.19176 5.16152 5.11539 5.08703 4.65647 threshold=2 2 3 0 0 2 3 4 0 0 1 0 0 0 0 2 1 2 1 1 1 6 0 2 1 2 0 1 0 5 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 4 5 -4 -5 -8 9 11 -10 18 13 19 23 22 -16 -18 -7 -9 -21 -22 -12 -14 26 -17 -25 -19 -20 -29 right_child=1 2 3 6 -6 8 7 12 10 -11 15 -13 14 -15 16 25 17 27 28 20 21 -23 -24 24 -26 -27 -28 29 -30 -31 leaf_parent=0 1 2 5 6 4 18 7 19 10 9 22 11 23 13 16 25 17 27 28 20 21 21 22 26 24 25 26 29 28 29 leaf_value=-0.0187856 -0.048962 -0.0378036 -0.0429355 -0.0566165 -0.0215296 -0.0550928 0.0577941 -0.0201032 -0.00848103 -0.0332178 0.00406664 0.00825666 -0.0216213 -0.0154997 -0.00763981 0.0560699 -0.0208254 0.0283286 -0.00509256 -0.0268591 -0.0247041 0.00647318 -0.0415843 0.0443385 0.0118255 0.0132048 -0.0163954 -0.020511 -0.0511049 0.00919721 leaf_count=2623 507 413 496 141 3693 393 117 279 2371 2043 398 1651 199 1412 1273 109 369 463 3449 202 144 5462 384 351 3653 2089 150 159 1215 2798 internal_value=0 0.0188626 0.0214841 0.0245218 -0.0221577 0.000961324 0.0478872 0.0503622 0.00940831 -0.0483389 0.0641175 -0.0117275 0.0475527 0.00972646 0.0817053 0.113427 0.038219 0.074804 -0.0981893 0.0350365 0.0460509 0.0552253 -0.0972461 0.137316 0.149532 0.148232 0.376716 0.100195 -0.0741447 0.0745397 internal_count=39006 36383 35876 35463 18291 14598 17172 17031 14102 8751 5351 6708 16914 7499 9415 2980 5062 3789 5057 6087 5808 5606 782 4353 4154 2198 501 3420 4664 2957 Tree=533 num_leaves=31 split_feature=14 17 24 87 31 38 38 24 19 66 88 92 85 14 70 12 16 75 66 71 24 91 77 47 47 66 61 33 35 66 split_gain=10.1398 12.7374 9.07031 7.46362 7.00947 7.95897 6.88131 13.5377 6.59605 7.37123 6.64925 6.33328 6.91991 6.0039 5.67775 5.04153 4.96762 4.62184 4.60755 4.85221 4.5763 4.4894 4.38151 4.66783 4.86122 4.36249 4.30078 4.00312 3.69322 3.60419 threshold=0 0 0 0 2 2 1 0 0 1 0 1 1 1 2 2 1 0 0 0 1 1 1 3 2 3 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 -3 4 -1 26 17 29 9 10 -4 -2 28 15 -5 -14 -9 27 19 -17 -11 -22 -18 -24 -25 -16 -6 -7 -13 -8 right_child=11 2 8 14 5 6 7 16 -10 20 -12 12 13 -15 25 18 22 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_parent=4 11 2 10 14 26 27 29 16 8 20 10 28 15 13 25 19 22 17 18 19 21 21 23 24 24 25 26 27 28 29 leaf_value=-0.0376984 -0.0220793 -0.0361542 0.00686641 0.0471742 0.00471642 0.00618407 -0.0163834 -0.0342479 -0.0283435 -0.0254916 0.0768978 0.0376963 0.0390361 0.00805749 -0.0222504 -0.00660551 0.0314421 -0.014901 -0.0131008 0.0170934 0.0326365 -0.00642074 -0.0294446 -0.0228339 0.00258438 0.00587918 0.0802088 0.045171 0.0136824 -0.0417195 leaf_count=1059 448 4750 228 129 175 368 2863 399 1224 1041 120 226 181 5117 288 984 311 337 2277 504 203 749 409 566 3748 5274 130 224 1667 3007 internal_value=0 -0.016203 -0.149996 0.00929189 -0.0405003 -0.0269388 -0.0376482 -0.0602504 -0.0782571 -0.00622764 0.311223 0.0626009 0.070303 0.0448392 0.0570826 -0.0303803 -0.0137456 0.172928 -0.0470371 0.0322584 -0.0765177 0.0183284 0.000242236 -0.0132161 0.00348762 0.048527 0.476372 0.275369 0.166507 -0.283205 internal_count=39006 27602 8315 19287 13596 12537 12232 11303 3565 2341 348 11404 10956 9063 5691 3946 5433 929 3765 1488 1993 952 5034 4723 4314 5562 305 592 1893 5870 Tree=534 num_leaves=31 split_feature=31 24 31 57 1 41 2 42 39 24 14 84 25 34 43 61 61 74 66 71 78 65 49 58 64 40 91 47 85 24 split_gain=10.1827 8.85149 8.70744 8.48258 8.2014 6.83618 8.73133 8.10134 6.07346 5.53686 5.45656 6.17582 5.42711 8.26332 7.04692 6.11921 6.45451 5.41435 5.25475 4.97339 4.7101 4.45097 4.22188 4.17884 4.16355 4.76557 4.34427 4.72303 6.52764 3.90486 threshold=0 0 1 1 1 0 0 2 3 8 0 0 0 0 0 0 1 0 1 0 2 0 2 1 1 1 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 -2 8 -1 -5 6 9 -7 -3 -6 11 21 15 14 -14 17 29 20 -4 -12 -11 23 -20 -9 -22 -26 27 -27 -29 -17 right_child=1 2 18 4 5 7 -8 10 -10 12 19 -13 13 -15 -16 16 -18 -19 22 -21 24 -23 -24 -25 25 26 -28 28 -30 -31 leaf_parent=3 1 8 18 4 9 7 6 23 8 20 19 11 14 13 14 29 16 17 22 19 24 21 22 23 25 27 26 28 28 29 leaf_value=-0.0345395 -0.0425153 0.0640578 0.0347035 -0.039262 0.0466681 0.0652014 -0.0317263 0.0580677 0.00103162 0.064521 0.0021871 -0.0248426 0.0355207 -0.0379221 -0.0169998 -0.0283452 -0.0319265 -0.0251923 0.0312994 0.0307308 -0.0304965 -0.0120886 -0.0360025 0.0105786 0.0331095 -4.88737e-05 -6.24587e-07 0.11701 0.0213066 0.00779433 leaf_count=1332 5616 146 233 1232 178 174 2181 165 2009 109 825 642 588 253 165 925 2561 1224 235 895 349 1504 4343 2250 485 314 6352 138 147 1437 internal_value=0 -0.159839 -0.0813565 0.00890171 0.0195275 0.0286239 -0.00952263 0.112352 0.0714751 0.00977274 0.0899441 0.0137296 0.0010148 0.16247 0.246978 -0.023744 -0.151935 0.016808 -0.255031 0.201252 0.0393386 0.0754326 -0.31187 0.148793 0.0299163 0.0452195 0.0237632 0.27666 0.551128 -0.0155785 internal_count=39006 12582 6966 26424 25093 23861 17406 6455 2155 15225 6281 4561 15047 1006 753 14041 4923 9118 4811 1720 7894 3919 4578 2415 7785 7436 6951 599 285 2362 Tree=535 num_leaves=31 split_feature=33 33 66 75 38 14 88 70 88 33 33 78 31 70 31 71 53 61 7 7 53 61 32 47 53 14 91 47 39 39 split_gain=39.434 11.1648 6.28158 4.32837 4.1662 3.6274 3.38576 3.15374 2.95928 2.75142 2.46949 1.9569 1.93325 1.78583 1.54757 1.76331 1.21677 1.10442 1.06537 1.68317 1.68753 1.06234 1.5242 0.76779 0.714539 0.692533 0.494414 0.609915 0.451628 0.318252 threshold=0 1 0 0 1 0 0 1 0 2 3 1 6 1 0 0 0 0 1 0 0 0 0 0 0 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=12 14 8 4 -4 7 16 24 9 -3 -9 -12 -1 -5 15 21 -7 -15 -13 20 -20 22 23 -2 -6 -11 27 -27 -29 -14 right_child=1 2 3 13 5 6 -8 10 -10 25 11 18 29 17 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_parent=12 23 9 4 13 24 16 6 10 8 25 11 18 29 17 14 15 16 17 20 19 20 21 22 23 24 27 26 28 28 29 leaf_value=-0.00262014 -0.0316686 -0.00782224 -0.0405327 0.00358727 0.016887 0.0544885 -0.019968 -0.0471852 -0.0105968 0.0571535 0.0397702 0.0110323 -0.0435301 -0.0175606 -0.0506473 -0.0507368 0.019022 -0.0562463 0.0150435 -0.0497356 -0.0350989 -0.0331032 0.0291991 0.00444245 0.0512395 0.0469401 0.0448245 0.0143903 0.0375555 -0.0503231 leaf_count=527 495 273 285 141 110 219 141 116 285 155 116 169 14714 204 2211 1184 162 347 201 113 203 1070 371 385 125 129 378 249 102 13826 internal_value=0 0.0233967 0.102717 0.000715549 0.0686705 0.117118 0.323278 0.0102214 0.274459 0.332678 -0.081653 -0.00632759 -0.449508 -0.282413 -0.289818 -0.211158 0.438469 -0.411266 -0.0751028 -0.170575 -0.0409188 -0.121803 -0.0225995 -0.162147 0.326903 0.390463 0.352816 0.291216 0.224247 -0.465246 internal_count=39006 9939 4223 2652 1960 1675 522 1153 1571 1286 918 802 29067 692 5716 3505 381 551 686 517 404 2321 1251 880 235 1013 858 480 351 28540 Tree=536 num_leaves=31 split_feature=56 60 56 39 39 72 41 39 56 47 3 71 44 10 10 10 69 51 24 65 47 41 3 41 71 43 67 33 12 37 split_gain=17.5644 16.7423 14.9298 14.7009 16.5682 9.70926 9.23847 8.97314 8.74662 7.47776 6.54938 5.63982 6.8692 5.44988 5.57953 5.69986 5.42524 5.41978 4.98717 4.82034 4.59144 4.57997 5.69375 4.7613 4.56874 6.06393 4.52019 4.48706 4.17861 3.92173 threshold=5 1 4 0 1 2 0 2 3 1 3 0 1 7 8 9 0 1 0 2 1 0 0 1 1 0 1 0 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 18 -3 5 21 -4 8 9 -7 -6 -10 12 -8 -12 -15 -16 17 -17 -2 -13 27 22 -5 29 25 -21 -11 -14 -9 -23 right_child=1 2 3 4 7 6 11 28 10 26 13 19 20 14 15 16 -18 -19 -20 24 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 18 2 5 22 9 8 12 28 10 26 13 19 27 14 15 17 16 17 18 25 20 29 22 23 24 25 26 27 28 29 leaf_value=0.0676286 0.039228 0.0483306 -0.0282494 -0.0188236 0.0279561 0.0569456 -0.0333956 0.011693 0.0504136 0.030397 0.0469499 -0.0360453 0.0384649 0.0424343 0.0469759 0.0330695 -0.0200976 -0.00571702 0.0059323 -0.00808118 0.0120795 0.00822706 0.0136436 0.0175415 -0.0160082 0.0323119 -0.0228949 0.00323723 -0.0366924 -0.0242449 leaf_count=169 1199 285 1115 4229 632 137 129 250 197 184 275 144 676 258 213 348 2917 8668 397 359 2711 700 762 857 396 372 2727 223 7069 409 internal_value=0 0.00181185 -0.0145684 -0.0232491 -0.113273 0.0248476 0.0391232 -0.238016 -0.0259846 -0.0809623 -0.039671 0.106222 0.149206 -0.0511501 -0.0613377 -0.0727373 -0.0834078 -0.035621 0.281311 -0.019765 0.167515 -0.000934182 -0.0987459 0.0743357 0.0336412 0.136616 -0.175001 0.298871 -0.340001 -0.0596546 internal_count=39006 38837 37241 36956 17819 19137 18023 10862 13013 3543 12876 5010 3739 12679 12404 12146 11933 9016 1596 1271 3610 6957 4991 1966 1127 731 2911 899 7319 1109 Tree=537 num_leaves=31 split_feature=49 44 78 91 42 84 29 38 55 38 31 49 39 61 19 61 41 38 33 58 71 42 38 71 41 70 31 35 84 56 split_gain=10.4915 9.66263 7.78498 8.5045 7.04327 6.97611 6.71032 6.37169 6.40441 6.30284 5.82865 5.18108 5.07665 4.5404 8.40603 5.27212 9.40625 4.65784 4.54547 4.37306 5.61196 4.30634 4.19215 4.03766 4.00062 3.28819 3.23371 2.99555 4.21151 3.49838 threshold=5 3 3 0 5 5 1 4 3 3 5 4 2 0 1 1 2 1 0 1 0 2 2 0 0 2 4 0 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 23 4 -4 -6 -7 -8 -9 -10 -11 -12 -5 14 17 16 -15 -13 -19 20 24 -17 -23 -3 -16 -14 -21 28 -28 -30 right_child=1 2 3 12 5 6 7 8 9 10 11 13 25 15 19 21 -18 18 -20 26 -22 22 -24 -25 -26 -27 27 -29 29 -31 leaf_parent=0 1 23 4 12 5 6 7 8 9 10 11 17 25 16 24 21 16 18 18 26 20 22 22 23 24 25 28 27 29 29 leaf_value=0.0438286 0.0535497 0.0125143 0.0491581 0.0156589 0.0503788 -0.0265705 0.0346286 0.0720318 0.027777 0.0228488 0.0273936 0.0524275 0.0229718 0.0584854 0.0502948 0.0249592 -0.00815009 0.00203616 0.0420928 0.0240777 -0.0212562 0.0172786 -0.0277339 0.0757053 -0.0106761 -0.026972 0.0460121 -0.0205802 0.0171001 -0.00871615 leaf_count=147 121 213 127 764 183 2007 146 144 264 354 155 167 221 264 354 194 4635 1073 271 189 267 182 4699 105 142 7448 120 2485 573 10992 internal_value=0 -0.0253832 -0.0315379 -0.0380496 -0.0183235 -0.0240196 -0.029531 -0.0175596 -0.0253122 -0.0291956 -0.0385274 -0.0487499 -0.196112 -0.0565568 -0.022559 -0.123064 -0.0392085 0.162218 0.100283 -0.0567952 0.164551 -0.215622 -0.244291 0.40026 0.34455 -0.243673 -0.0744182 -0.0842982 -0.0598117 -0.0694781 internal_count=39006 38859 38738 38420 29987 29860 29677 27670 27524 27380 27116 26762 8433 26607 16633 9974 4899 1511 1344 15122 763 5075 4881 318 496 7669 14359 14170 11685 11565 Tree=538 num_leaves=31 split_feature=46 12 42 46 57 57 46 57 1 89 46 89 89 67 89 77 67 89 57 84 29 27 32 63 88 31 17 24 43 89 split_gain=17.2398 16.5931 17.8242 15.1409 14.7221 14.8419 14.8125 14.8234 13.6125 12.6795 12.6574 12.5902 12.7256 12.5337 13.2573 12.4222 12.4852 12.2728 11.7807 11.6104 10.4732 9.57613 9.65279 8.21079 6.47579 6.25048 5.98437 5.95921 5.74887 5.53358 threshold=4 10 1 5 6 4 2 3 2 3 3 4 6 4 2 2 5 5 5 0 1 2 0 0 4 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 27 -8 -9 -10 -11 -12 -13 23 -15 -16 -17 -18 -19 20 25 -22 24 -14 -23 -20 -21 -7 -24 -26 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 26 21 22 28 -25 29 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 27 7 8 9 10 11 12 23 14 15 16 17 18 25 26 21 24 28 23 29 25 26 27 28 29 leaf_value=0.0595455 0.0630239 -0.0234861 0.0623144 0.0668303 0.0505929 0.00671567 0.0413035 0.0286096 0.0367463 0.0372391 0.0383251 0.0530601 0.0737348 0.0204195 0.0206648 0.0533806 0.0513827 0.0599589 -0.00674545 -0.0313902 0.033627 0.0507394 -0.031461 -0.00116142 0.0101077 0.0191243 -0.0117121 0.0463914 -0.00771689 -0.0109916 leaf_count=148 170 3633 122 157 259 228 290 587 290 231 209 128 115 610 444 104 106 144 813 4330 662 116 6272 104 809 757 1803 273 1545 13547 internal_value=0 0.00759562 0.00180647 0.0183191 0.0124475 0.00713143 2.74295e-05 -0.0118635 -0.0206443 -0.0320448 -0.0405011 -0.0488419 -0.0569299 -0.0630546 -0.070888 -0.084894 -0.0979073 -0.104213 -0.110612 -0.116012 -0.0840694 -0.112436 -0.122952 0.394108 -0.0829481 0.0694932 -0.235248 0.30167 -0.244638 -0.0902988 internal_count=39006 38858 38688 35055 34933 34776 34517 34016 33726 33139 32849 32618 32409 32281 32062 31452 31008 30904 30798 30654 24521 22951 22289 219 14472 1570 6133 501 7817 14356 Tree=539 num_leaves=31 split_feature=7 63 39 31 90 76 38 7 10 89 61 36 24 85 47 15 38 39 39 49 35 10 72 73 33 87 35 12 85 29 split_gain=14.4314 12.7492 8.91535 13.2607 10.0909 8.43556 8.6743 9.54342 7.55007 6.91045 6.71646 5.75923 5.7363 7.59641 7.36059 5.47808 5.37515 5.06087 5.55306 4.85212 4.69705 4.43405 5.3934 5.06059 4.35049 4.21455 4.49094 4.08926 3.97486 3.9129 threshold=0 0 0 2 1 2 1 1 0 2 0 2 0 0 0 1 2 1 2 1 0 0 1 1 1 0 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 8 -4 -5 -2 -7 21 12 -3 -6 -9 14 15 -1 -14 -13 -12 -19 20 -18 23 -23 -8 -21 26 -11 -15 -25 -10 right_child=5 9 3 4 10 6 7 11 29 25 17 16 13 27 -16 -17 19 18 -20 24 -22 22 -24 28 -26 -27 -28 -29 -30 -31 leaf_parent=14 5 9 3 4 10 6 23 11 29 26 17 16 15 27 14 15 20 18 18 24 20 22 22 28 24 25 26 27 28 29 leaf_value=-0.0189629 0.0459473 0.040607 0.0419166 0.0516463 -0.0396561 -0.0157483 0.032639 -0.018543 0.0399272 -0.0262775 0.00453027 -0.0214947 0.0388674 0.0764145 0.014369 -0.00634243 -0.0530733 0.00827179 -0.0342317 0.00461702 0.00935282 0.0288555 -0.0298166 -0.00882309 0.0249021 -0.0350097 -0.00153793 0.030242 0.0106592 -0.0256517 leaf_count=1984 170 228 404 227 5108 1077 358 394 212 3848 1132 163 228 106 1526 1038 180 590 1993 588 175 191 1144 2236 2478 4326 1197 1058 1332 3316 internal_value=0 -0.0671875 -0.00818905 -0.114928 -0.168938 0.0660034 0.0530344 0.0787818 0.0667617 -0.202101 -0.204202 0.148266 0.111888 0.212372 0.00929318 0.050188 0.169101 -0.116265 -0.231218 0.187051 -0.0909841 -0.0175383 -0.198119 0.0235518 0.21048 -0.225417 -0.153394 0.378993 -0.0107751 -0.188797 internal_count=39006 28521 18922 9454 9050 10485 10315 9238 9468 9599 8823 3978 5940 2430 3510 1266 3584 3715 2583 3421 355 5260 1335 3925 3066 9371 5045 1164 3568 3528 Tree=540 num_leaves=31 split_feature=80 14 75 83 42 57 16 55 16 16 6 23 59 76 28 36 86 53 90 16 35 52 21 74 91 63 31 31 75 53 split_gain=11.4366 11.4128 9.83737 7.98888 7.5124 7.11408 6.75082 6.89808 6.908 7.41163 6.72043 6.10738 5.87631 5.67751 7.10495 6.29058 5.55057 5.00343 4.77253 4.77015 4.36028 4.04766 3.9222 3.90463 3.85753 3.63097 3.61493 3.53016 3.48351 6.42029 threshold=3 0 0 1 1 1 1 1 5 2 2 0 1 2 1 1 2 0 1 3 1 2 1 0 0 1 2 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 -3 24 -5 25 11 12 -9 22 -11 -7 -8 -12 27 17 -17 20 -13 -18 -16 -21 -10 -22 -2 -6 -20 -15 -4 -30 right_child=1 2 28 4 5 6 7 8 9 10 13 18 -14 14 15 16 19 -19 26 21 23 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=0 24 2 28 4 25 11 12 8 22 10 13 18 12 27 20 16 19 17 26 21 23 21 22 23 24 25 26 27 29 29 leaf_value=0.0860002 0.0190523 -0.0310676 -0.0151765 -0.0326092 0.00743148 0.0486609 0.0273368 0.0517113 0.063225 0.0415842 0.0518107 0.0502724 -0.0481338 -0.0312476 -0.016576 0.0326102 0.0224164 -0.0117068 0.0463104 0.0307043 0.0147205 -0.0163776 0.0153202 0.0575966 0.0772252 -0.0385196 -0.00119482 0.0270829 0.057506 -0.0081824 leaf_count=110 322 9525 1098 2257 331 468 271 107 136 239 134 174 1095 179 189 349 175 760 165 405 574 14252 651 236 157 1378 1471 1147 224 427 internal_value=0 -0.0277502 -0.195985 0.00454039 -0.00688499 0.00685196 0.0226843 -0.00617042 0.0103048 -0.00069127 -0.0263746 0.173365 -0.327468 -0.0402531 -0.0498304 -0.0767804 -0.116535 0.0909936 0.095234 -0.132981 0.224096 -0.151148 0.237163 0.325602 0.401247 -0.266711 0.0365942 0.202744 0.0575521 0.215492 internal_count=39006 38896 11274 27622 27143 24886 23177 20899 19533 19426 18639 2278 1366 18400 18266 16940 15181 1759 1810 14832 999 14657 787 810 479 1709 1636 1326 1749 651 Tree=541 num_leaves=31 split_feature=59 59 58 76 35 87 35 77 10 22 67 66 87 67 87 25 13 52 63 16 15 52 39 69 15 12 42 67 13 33 split_gain=11.9367 11.6462 9.1056 8.85324 9.46232 10.084 11.2313 8.54592 7.49283 7.172 6.8784 6.87214 8.40433 5.87392 5.8543 5.81841 5.57144 5.24474 4.69384 4.46856 4.40275 7.52762 5.97129 5.71765 7.20283 5.55778 5.12696 6.76927 4.62814 4.52995 threshold=0 1 3 4 0 0 1 1 2 1 4 0 0 3 6 2 4 3 9 2 0 2 0 0 1 1 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 11 -1 -4 7 6 -6 -5 -9 -10 -11 -2 -13 -12 -15 -16 -17 -18 -19 -20 21 -21 -22 -24 -25 -23 28 -28 -27 -26 right_child=1 -3 3 4 5 -7 -8 8 9 10 13 12 -14 14 15 16 17 18 19 20 22 25 23 24 29 26 27 -29 -30 -31 leaf_parent=2 11 1 3 7 6 5 6 8 9 10 13 12 12 14 15 16 17 18 19 21 22 25 23 24 29 28 27 27 28 29 leaf_value=-0.0493012 -0.0200349 -0.0291305 0.0551036 -0.0188901 -0.00467815 0.00324517 -0.0322382 -0.0241056 -0.0185023 -0.0503747 -0.0483004 -0.0103858 0.0163344 -0.0171026 -0.0258279 0.0192091 -0.0317134 0.0339841 -0.0385675 -0.0292625 -0.00182404 -0.0207844 0.0183343 -0.00942301 0.00711011 0.0203308 -0.0251528 0.00707096 -0.0126739 0.0267598 leaf_count=176 1721 4784 132 1127 2268 2115 2270 380 614 102 114 2278 1018 263 542 825 103 136 196 192 2587 512 2272 604 1312 121 355 8779 664 445 internal_value=0 -0.102451 0.0201655 0.0225233 0.0202871 -0.0589059 -0.146862 0.036305 0.0424211 0.0467969 0.0519977 -0.0329723 0.0303043 0.054125 0.0560118 0.0604764 0.063699 0.0559605 0.0586184 0.05544 0.0573909 0.0340087 0.0938129 0.120177 0.0648581 0.0413284 0.0485714 0.0626744 -0.07291 0.11676 internal_count=39006 9801 29205 29029 28897 6653 4538 22244 21118 20738 20124 5017 3296 20022 19908 19645 19103 18278 18175 18039 17843 10623 7220 4633 2361 10431 9919 9134 785 1757 Tree=542 num_leaves=31 split_feature=13 33 33 71 63 63 39 31 23 76 52 13 14 36 28 0 22 75 33 69 66 17 37 0 13 31 85 42 77 66 split_gain=9.99275 10.6756 9.45384 9.04937 12.0686 17.9454 11.3052 11.0845 6.61699 6.1495 6.0198 5.92574 7.61851 6.05235 6.36071 8.5187 5.39148 5.37587 4.86716 6.93024 4.80391 6.06912 5.44953 5.07562 5.46375 4.70967 4.94891 4.60484 4.50859 4.57177 threshold=0 5 0 0 1 0 0 0 4 4 1 1 4 2 1 2 1 0 1 1 3 3 3 2 11 0 1 1 1 7 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 9 4 -3 6 27 -7 -9 -2 -5 -11 -13 -14 15 -15 -8 -12 19 -4 -16 -22 -23 -24 -25 26 -18 -6 -10 -30 right_child=2 3 18 10 5 7 16 8 28 11 17 12 13 14 20 -17 25 -19 -20 -21 21 22 23 24 -26 -27 -28 -29 29 -31 leaf_parent=1 9 4 19 10 27 7 16 8 28 11 17 12 13 15 20 15 26 17 18 19 21 22 23 24 24 25 26 27 29 29 leaf_value=0.0669417 -0.0584372 -0.0324456 -0.0280866 0.024479 -0.00125242 -0.0243559 0.0481141 0.0323385 0.0393587 -0.000125869 0.00435634 0.0488879 0.0414134 0.0699454 -0.0148825 0.014421 0.0143709 -0.0214011 -0.0240117 0.0042153 0.0498719 0.0602961 -0.0242815 0.0362253 0.00637223 -0.0295575 -0.010945 -0.0318884 0.0325015 0.000666525 leaf_count=131 104 2728 510 756 470 809 132 296 163 4410 3472 134 205 119 507 463 381 915 1325 2077 158 104 250 192 6674 736 1503 7594 142 1546 internal_value=0 -0.0311376 0.048017 -0.0367917 -0.0775391 -0.0502899 -0.154343 0.0564704 0.102805 0.0680831 0.0462745 0.070897 0.0955215 0.0877323 0.0801273 0.27952 -0.0396904 0.0118108 -0.0725767 -0.0204522 0.066739 0.0767199 0.0699805 0.0651126 0.0730318 -0.0643805 -0.0134898 -0.274873 0.0593722 0.0359946 internal_count=39006 21774 17232 21643 16500 13772 10816 2956 2147 13320 5143 13216 8806 8672 8467 582 2752 4387 3912 2587 7885 7378 7220 7116 6866 2620 1884 8064 1851 1688 Tree=543 num_leaves=31 split_feature=75 8 13 14 63 61 74 41 0 36 79 25 85 59 8 34 86 15 22 74 57 11 32 78 66 59 58 0 66 32 split_gain=12.7442 10.5601 7.80555 11.0904 7.23206 7.35015 6.49274 5.81956 6.49206 5.85699 5.76192 5.75322 5.64735 5.57547 6.47955 5.8005 6.83959 5.48204 5.31838 4.95114 4.84225 4.5016 4.39668 4.44889 4.36231 4.40584 4.17352 3.99156 4.47028 5.98837 threshold=0 1 0 0 0 0 0 4 1 2 1 0 0 2 2 0 1 1 1 0 1 1 4 2 1 0 1 2 4 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 3 4 5 10 17 -4 11 -10 -3 -9 -2 -11 -15 16 -16 -5 -18 -12 -20 -19 -22 -24 25 -14 -17 -25 29 -29 right_child=12 2 7 6 -6 -7 -8 8 9 13 19 -13 24 14 15 26 18 21 20 -21 22 -23 23 27 -26 -27 -28 28 -30 -31 leaf_parent=1 12 10 7 17 4 5 6 11 9 13 19 11 25 14 16 26 18 21 20 19 22 21 23 27 24 25 26 29 28 29 leaf_value=-0.0246226 -0.0371158 0.0504543 0.0663241 -0.0269193 -0.0384845 -0.0316644 -0.0328166 -0.0285974 -0.0353264 0.0451459 0.00266138 0.029313 -0.00210941 -0.0457276 0.0341532 0.0443074 0.0528988 -0.0271352 -0.0379922 -0.0434727 -0.0335624 0.0220268 0.0679542 -0.0269846 -0.0191361 0.0625196 -0.0162634 -0.00545025 0.00896663 0.0951913 leaf_count=2617 5006 551 128 454 3255 2956 776 1187 244 258 3294 144 482 311 991 118 167 270 274 944 226 2678 102 296 2835 115 1476 136 6541 174 internal_value=0 0.0114061 0.0288963 -0.0547077 -0.161792 -0.0844597 0.0852255 0.0714393 0.0646782 0.0838191 0.0172221 -0.171181 -0.200544 0.0938939 0.0819004 0.0914539 0.115273 0.134177 0.0878593 -0.0373879 0.0756013 0.181551 0.0867096 0.0978536 -0.097991 0.133768 -0.105571 0.0894504 0.101833 0.525474 internal_count=39006 30568 27951 15178 11000 7745 4178 12773 12645 11314 4789 1331 8438 11070 10812 10501 8907 3402 7916 4238 7749 2948 7475 7249 3432 597 1594 7147 6851 310 Tree=544 num_leaves=31 split_feature=33 37 75 33 82 14 25 42 25 74 85 31 13 15 24 61 37 91 33 61 70 66 13 14 13 85 39 66 24 86 split_gain=38.4232 8.79262 5.98292 4.46517 3.89855 3.36958 2.49844 2.97801 2.62722 2.13942 1.89108 1.84636 1.73004 1.86086 1.62056 1.53386 1.4416 1.41166 1.3229 1.28294 1.32346 1.33273 1.11736 0.840138 0.764538 0.74356 1.22908 0.545161 0.516212 0.924398 threshold=0 0 0 1 1 1 0 1 1 0 0 6 0 0 0 0 1 1 1 1 1 0 0 0 0 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=11 2 3 14 -5 24 7 -7 -8 10 12 -1 19 -14 27 -12 18 -4 -3 -9 -21 -22 -20 -16 -6 26 -19 -2 29 -13 right_child=1 16 17 4 5 6 8 9 -10 -11 15 28 13 -15 23 -17 -18 25 22 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=11 27 18 17 4 24 7 8 19 8 9 15 29 13 13 23 15 16 26 22 20 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.00198502 -0.00895859 -0.0508524 0.00970012 -0.0409841 0.0366419 -0.026205 0.0142051 0.0633825 -0.0478768 -0.008029 0.0243332 -0.0167363 0.0367638 -0.0165571 -0.0439391 -0.0260252 -0.0521259 -0.0382406 0.00611955 0.0619984 0.0431116 0.0143466 -0.0342031 -0.00828316 0.062449 -0.0540297 0.00512817 0.0171693 -0.0490085 -0.043577 leaf_count=518 535 994 163 169 310 100 179 205 188 152 101 1440 147 101 1185 127 1358 449 265 111 462 325 235 705 149 371 176 637 16526 10623 internal_value=0 0.0395453 0.0965101 0.145691 0.200442 0.224253 0.16739 0.211138 -0.10858 0.246371 0.285766 -0.436024 0.336493 0.108426 -0.103531 0.0344806 -0.312775 -0.226064 -0.199374 0.397947 0.342011 0.281436 -0.0910237 -0.284519 0.45374 -0.313645 -0.230064 0.0483844 -0.452012 -0.401275 internal_count=39006 9899 7047 5888 2826 2657 2198 1831 367 1731 1579 29107 1351 248 3062 228 2852 1159 1494 1103 898 787 500 1890 459 996 625 1172 28589 12063 Tree=545 num_leaves=31 split_feature=59 34 10 41 30 58 39 14 14 14 58 13 2 31 2 37 92 23 85 63 32 37 66 39 32 41 63 13 2 34 split_gain=18.3796 14.6829 12.1754 12.2644 10.2232 9.63366 8.59061 8.29896 6.73842 6.43862 5.94133 6.34617 5.31252 5.18121 5.09259 4.92103 5.32942 4.84935 4.86246 5.3314 4.46078 4.38994 4.34414 4.32024 4.2847 3.94904 4.53367 5.89666 3.88247 3.79211 threshold=12 2 7 0 1 3 0 0 1 2 1 0 0 0 0 0 1 2 1 1 0 1 0 1 1 1 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 4 -4 -5 14 10 12 -10 -7 15 -9 23 17 16 -12 18 -6 -20 28 -17 -15 -8 -22 -13 27 -27 -16 -28 right_child=1 2 3 5 6 7 13 8 9 -11 11 25 -14 22 20 21 -18 -19 19 -21 24 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_parent=0 1 2 4 5 18 10 23 12 9 9 16 25 12 22 28 21 16 17 19 19 24 21 22 23 24 27 29 27 28 29 leaf_value=0.0508263 0.0253645 0.043096 0.0215147 0.0508139 0.0593821 0.024385 -0.0162097 -0.00978007 -0.00373248 -0.0459256 0.0557391 -0.0174998 0.0258833 0.0282429 -0.00246307 0.0107538 0.0125319 -0.0120396 0.0485865 -0.0102711 0.00721468 -0.0163033 -0.0147561 -0.0396632 -0.0517135 0.0077823 0.028673 -0.0356157 0.0292406 -0.0117399 leaf_count=649 1640 641 888 152 243 657 3293 939 498 854 133 1684 326 389 506 605 2215 9716 224 1115 272 506 2171 6513 155 311 313 314 954 130 internal_value=0 0.00206927 -0.0142355 -0.022371 -0.0844188 0.0375019 -0.105469 0.0253186 -0.111734 -0.274503 0.0622928 0.0369205 0.00724352 -0.217311 -0.0547616 0.0940756 0.153077 -0.0900314 0.102208 0.0149258 0.0837756 -0.0225621 -0.0677583 -0.290628 -0.174943 -0.0611991 0.0221112 -0.10644 0.165298 0.168763 internal_count=39006 38357 36717 36076 26439 9637 25551 9485 2617 1352 6868 6211 1265 12366 13185 3459 2348 11298 1582 1339 1887 1111 2560 9806 427 2752 1068 625 1460 443 Tree=546 num_leaves=31 split_feature=22 22 22 10 13 53 92 61 75 69 8 66 55 24 86 0 8 23 25 77 24 65 32 71 40 7 79 59 71 37 split_gain=8.33934 8.28322 7.48977 7.2546 7.04539 7.08341 7.53372 6.19606 4.87824 4.72937 4.66509 5.21656 6.64863 4.66279 4.60622 5.44833 5.01172 4.41294 4.20711 3.81368 3.64877 3.62814 3.6243 3.60219 3.81937 3.81681 3.51011 3.06457 3.97323 2.949 threshold=1 2 4 0 5 0 1 0 3 0 1 0 1 1 1 2 2 2 0 1 0 0 1 0 1 1 1 0 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 18 -3 7 -5 6 -6 10 -9 -7 21 23 -13 -8 22 -16 -17 -11 20 -10 -2 -4 -14 24 -12 -25 -21 28 -19 -29 right_child=1 2 3 4 5 9 13 8 19 17 11 12 14 -15 15 16 -18 27 -20 26 -22 -23 -24 25 -26 -27 -28 29 -30 -31 leaf_parent=0 20 2 21 4 6 9 13 8 19 17 24 12 22 13 15 16 16 28 18 26 20 21 22 25 24 25 26 29 28 29 leaf_value=0.015425 0.0492722 0.0449377 0.00354926 0.0748422 0.0722473 -0.0239761 0.0279027 0.0469406 0.00735258 0.0425704 -0.0290727 0.0160716 0.0566 0.000488482 0.0407485 0.036703 -0.0254046 0.0423732 -0.023771 0.00276126 0.0120287 0.0431544 -0.00371608 0.0418758 0.00907386 -0.0199633 -0.0227526 0.028495 -0.00319159 -0.0256432 leaf_count=1643 217 132 879 120 132 3695 617 117 627 331 304 357 165 2305 293 160 7103 287 122 967 211 262 650 149 4257 1326 9448 116 1085 929 internal_value=0 -0.0297341 -0.0424945 -0.0487481 0.0420721 0.026583 0.136861 -0.0819708 -0.162129 -0.0753505 -0.0380613 -0.0586995 -0.127047 0.0943583 -0.170161 -0.210404 -0.232424 0.0124943 0.2241 -0.174528 0.298526 0.160682 0.0754227 0.0153755 0.0622544 -0.140026 -0.199689 -0.0375449 0.0748422 -0.18078 internal_count=39006 37363 36813 36681 9617 9497 3054 27064 11159 6443 15905 14764 8728 2922 8371 7556 7263 2748 550 11042 428 1141 815 6036 4561 1475 10415 2417 1372 1045 Tree=547 num_leaves=31 split_feature=1 1 1 42 1 46 87 46 46 46 57 87 46 36 6 71 43 40 74 82 19 23 24 32 59 75 36 34 31 24 split_gain=20.5305 17.5333 16.9231 15.7867 15.4639 16.2176 13.734 12.3614 12.2566 12.0254 11.7674 9.44135 9.14644 8.0671 10.7401 9.42406 9.1144 10.8745 7.6625 7.1565 6.6286 6.55022 6.40564 6.19164 5.98669 5.28497 4.97792 4.94074 4.76599 5.33431 threshold=6 4 3 1 2 5 0 2 3 4 4 1 1 1 2 0 0 2 0 1 0 0 0 0 1 0 2 2 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 25 -5 -6 7 -7 -9 -10 -11 21 20 19 -15 16 23 -18 -13 -14 22 -8 -12 26 -23 -4 -16 -19 -28 -30 right_child=1 2 3 4 5 6 11 8 9 10 12 18 13 14 15 -17 17 27 -20 -21 -22 24 -24 -25 -26 -27 28 -29 29 -31 leaf_parent=0 1 2 25 4 5 7 21 8 9 10 22 18 19 14 26 15 17 27 18 19 20 24 22 23 24 25 28 27 29 29 leaf_value=0.0794955 0.0544402 0.0435436 -0.0359252 0.0307703 0.0646996 0.0319906 -0.0267322 0.0440598 0.0518643 0.0573445 0.00428675 -0.0359888 0.0362813 0.0340389 0.0221561 -0.0204 0.0780582 -0.034907 -0.0050806 0.00293099 -0.00856444 0.0268891 0.0420986 -0.0228969 -0.00377829 -0.0082358 0.0111614 0.0099619 -0.00229836 -0.0182379 leaf_count=102 200 359 2871 690 114 411 2007 194 128 160 452 4380 289 210 381 4810 105 292 864 2031 287 432 425 2884 3035 716 1098 2315 3631 3133 internal_value=0 0.00976876 0.00261551 -0.00602698 0.00943492 -0.0030389 -0.0092925 0.0219641 0.0085131 -0.00109856 -0.00911281 -0.12049 -0.0162174 -0.034486 -0.0599076 -0.0725879 -0.0376218 0.10944 -0.248104 0.0900663 0.162023 -0.0351586 0.264515 -0.0758809 0.019142 -0.236216 -0.0444182 0.0609902 -0.0619694 -0.0894169 internal_count=39006 38904 38704 38345 34758 34068 33954 23236 22825 22631 22503 10718 22343 21179 18859 18649 13839 2712 5244 2320 1164 5474 877 11127 3467 3587 8243 2607 7862 6764 Tree=548 num_leaves=31 split_feature=52 7 63 70 66 85 76 42 22 42 16 31 28 29 42 13 90 39 24 12 69 36 85 49 7 16 86 31 43 76 split_gain=14.5176 13.9976 12.2355 9.18783 8.57888 9.0102 7.56843 7.38202 7.92302 7.38415 7.11316 6.32745 6.1825 5.45774 5.4435 5.36788 6.89604 5.30619 5.70241 5.22034 5.85613 5.09676 5.08224 5.05575 5.00784 4.5089 4.41703 4.33417 4.18258 4.05211 threshold=3 0 0 4 0 0 2 1 1 3 1 0 2 1 2 0 1 0 0 1 0 2 0 1 1 1 2 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=22 2 4 -3 5 -2 -5 -8 -9 -10 27 17 -6 -4 -12 28 -17 18 -7 20 -18 -16 -1 -23 -25 -21 -26 -11 -14 -28 right_child=1 3 13 6 12 11 7 8 9 10 14 -13 15 -15 21 16 19 -19 -20 25 -22 23 -24 24 26 -27 29 -29 -30 -31 leaf_parent=22 5 3 13 6 12 18 7 8 9 27 14 11 28 13 21 16 20 17 18 25 20 23 22 24 26 25 29 27 28 29 leaf_value=-0.000767386 -0.0338511 -0.0586502 0.0133894 0.0456625 0.0540126 -0.0380759 -0.0275126 -0.0322737 -0.0605975 0.0581944 -0.0504712 0.0421759 0.0116377 -0.025158 -0.0235122 0.0548393 0.0759435 -0.027686 0.0494469 0.0176979 -0.021392 -0.01659 0.0690014 0.0012481 0.047759 -0.0238329 0.0453817 0.0185229 -0.0107222 0.0106968 leaf_count=101 5946 117 473 153 127 332 866 458 123 152 220 271 3686 9012 506 107 125 2170 496 265 147 591 225 3669 150 3814 119 1054 1332 2200 internal_value=0 -0.0158266 -0.0830792 0.0496602 -0.025453 -0.176253 0.0586293 0.0466533 0.0615358 0.0755298 0.0831516 0.0214293 0.0262685 -0.218491 0.0495692 0.0115782 -0.101177 -0.103388 0.21348 -0.139654 0.2969 0.0581119 0.507143 0.0734641 0.0930967 -0.185562 0.155573 0.233815 0.071367 0.131086 internal_count=39006 38680 28303 10377 18818 9215 10260 10107 9241 8784 8661 3269 9603 9485 7455 9476 4458 2998 828 4351 272 7235 326 6729 6138 4079 2469 1206 5018 2319 Tree=549 num_leaves=31 split_feature=16 87 50 16 61 6 14 77 13 16 83 90 58 54 85 55 54 85 7 5 63 13 17 21 85 24 36 84 66 35 split_gain=9.97518 9.86186 7.78207 7.44293 6.91338 6.88976 7.00325 5.76891 6.56346 6.92263 6.59733 5.86498 5.78104 4.96201 6.20374 4.57406 4.47205 4.40054 4.39947 4.37645 4.37667 3.87254 3.84898 3.72157 3.66531 3.39714 4.18207 3.56236 3.3524 3.31507 threshold=5 0 1 3 7 2 0 3 0 4 2 1 3 1 0 1 2 0 3 1 1 1 2 1 0 0 1 2 7 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 17 -3 -4 -5 22 -6 9 -9 -11 13 -13 -12 -15 -14 24 -2 -10 -18 -21 23 -7 29 -17 27 -27 -22 -24 -20 right_child=1 3 4 5 7 6 -8 8 18 10 11 12 15 14 -16 16 19 -19 21 20 25 -23 28 -25 -26 26 -28 -29 -30 -31 leaf_parent=0 17 3 4 5 7 22 6 9 18 10 13 12 15 14 14 24 19 17 29 20 27 21 28 23 24 26 26 27 28 29 leaf_value=0.0519536 0.0204743 0.0431221 0.0683914 0.0499877 0.0426319 0.0206878 -0.0425602 0.0527227 0.0336889 0.0732089 0.0598528 0.0662971 -0.0325039 0.0284348 -0.0367227 0.00591737 0.0409701 0.0849472 -0.00201015 0.0106628 0.0491612 -0.0288446 0.0295492 -0.0135172 0.0583978 0.00794975 -0.0242753 -0.00409103 -0.0191025 0.0601982 leaf_count=157 435 133 211 146 169 452 4751 124 179 102 168 109 1109 618 182 315 220 110 557 2218 168 4417 187 3152 132 481 3912 6954 6933 205 internal_value=0 -0.0237946 0.0128718 -0.153251 0.000507036 -0.181021 -0.204135 -0.00593985 -0.0145254 0.0216151 0.0099077 0.00191541 -0.0203235 0.235198 0.0963946 -0.0285208 -0.0133955 0.401602 -0.133676 -0.0302476 -0.0411307 -0.160033 -0.129449 -0.070256 0.260076 -0.0743379 -0.172734 -0.0269331 -0.165593 0.219732 internal_count=39006 38849 26247 12602 25702 12469 12323 25491 25322 16812 16688 16586 15618 968 800 15509 14400 545 8510 13953 13733 8331 7572 3914 447 11515 4393 7122 7120 762 Tree=550 num_leaves=31 split_feature=56 16 13 63 63 74 63 47 47 47 36 67 57 66 20 19 88 59 44 37 31 47 59 59 26 61 69 24 23 88 split_gain=10.4995 10.5166 8.93457 10.4365 15.6204 11.056 8.8454 7.78466 7.18558 6.83766 6.69416 6.32788 7.33705 6.79828 5.95898 5.87494 5.49163 5.24059 5.21074 6.51788 5.81064 6.6884 12.1524 10.9484 6.70053 5.63673 5.51003 7.11042 5.82059 5.10047 threshold=2 2 0 0 1 0 2 1 10 5 3 1 1 1 1 4 0 0 1 0 0 0 1 0 1 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 5 -5 9 -6 17 -9 -3 -10 -11 -13 -14 -15 -12 -16 -4 19 -17 21 23 -23 25 -24 -20 -26 -28 -29 -8 right_child=1 2 7 4 6 -7 29 8 10 11 15 12 13 14 16 18 -18 -19 20 -21 -22 22 24 -25 26 -27 27 28 -30 -31 leaf_parent=0 1 9 17 4 6 5 29 8 10 11 15 12 13 14 16 19 16 17 25 19 20 22 24 23 26 25 27 28 28 29 leaf_value=-0.0410585 -0.0337582 0.0319667 -0.00225972 -0.0137744 -0.0131091 -0.029635 0.0109924 0.047863 -0.0341059 -0.0321059 -0.056816 -0.0488975 0.0116175 0.0212603 -0.00597595 0.0412534 -0.0282748 -0.0290191 0.000591144 -0.00857388 -0.00421168 0.0395662 -0.0330506 -0.0257943 0.0152799 0.0113448 -0.0311387 -0.0100945 0.0171462 0.0350111 leaf_count=1216 1123 191 2234 3396 1036 2913 2185 122 177 792 123 624 1508 513 5414 338 1237 549 2917 218 2509 556 104 760 2479 2234 219 359 598 362 internal_value=0 0.0100399 0.0136827 -0.0281472 0.0358202 -0.0799503 0.0996811 0.0396711 0.057074 -0.0505915 0.0530483 -0.0626434 -0.0461427 -0.0342652 -0.0675293 0.0570982 -0.0866499 -0.0485703 0.0593614 0.261156 0.053119 0.0683251 0.123695 0.0334128 0.0902988 0.0511214 0.103661 0.00657366 0.0641911 0.136886 internal_count=39006 37790 36667 20171 6979 13192 3583 16496 13713 10279 13591 10088 9296 8672 7164 13414 6651 2783 13291 556 12735 10226 4315 5911 3759 5151 3655 1176 957 2547 Tree=551 num_leaves=31 split_feature=31 56 42 92 63 14 39 31 31 74 55 42 86 69 23 67 20 61 21 39 17 14 52 40 31 87 41 39 39 42 split_gain=10.4752 8.15718 7.59206 8.11697 8.26159 7.40874 10.9832 8.00226 7.40951 6.09809 5.28917 5.45228 5.24313 5.13895 4.80811 4.7878 4.61601 6.04766 4.47077 4.54065 4.36231 5.6327 4.18967 4.11392 4.74624 4.39464 4.04588 3.90402 4.36685 9.4596 threshold=2 2 5 1 14 0 0 7 8 0 1 1 2 3 8 2 2 0 3 9 3 1 1 1 0 3 0 2 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=22 -2 -3 -4 -5 6 7 -6 -9 13 -7 -12 -13 -10 -15 -8 17 -14 -17 -20 -18 -22 -1 24 -23 -25 -16 -21 29 -29 right_child=1 2 3 4 5 10 15 8 9 -11 11 12 16 14 26 18 20 -19 19 27 21 23 -24 25 -26 -27 -28 28 -30 -31 leaf_parent=22 1 2 3 4 7 10 15 8 13 9 11 12 17 14 26 18 20 17 19 27 21 24 22 25 24 25 26 29 28 29 leaf_value=0.0116394 -0.041314 0.0420168 -0.0200836 0.0461903 0.0175642 0.0225475 -0.0425409 0.0269096 0.0385785 -0.0302054 0.0173477 -0.0301717 0.058097 0.0521981 -0.00838444 -0.0285749 0.0366899 -0.000356557 0.0360175 -0.0043825 -0.00449109 0.0113804 -0.024962 -0.0275829 0.0511546 0.00595633 -0.0280473 0.0489076 0.0101134 -0.00291897 leaf_count=326 1102 144 1401 112 310 779 199 148 206 3334 1094 230 124 132 6389 367 215 152 142 1944 3228 371 2279 146 130 3685 2515 124 3819 3859 internal_value=0 0.0272548 0.030172 0.0270857 0.0327764 0.0296232 -0.0011786 -0.0839493 -0.112211 -0.131966 0.0693073 0.0565202 0.0374785 -0.093629 -0.107675 0.0377067 0.0448203 0.295663 0.0421595 0.0480884 0.0358908 0.0292682 -0.190116 0.0681899 0.223829 0.0475324 -0.117974 0.0416472 0.0622862 -0.000772216 internal_count=39006 36401 35299 35155 33754 33642 23488 13034 12724 12576 10154 9375 8281 9242 9036 10454 8051 276 10255 9888 7775 7560 2605 4332 501 3831 8904 9746 7802 3983 Tree=552 num_leaves=31 split_feature=39 14 14 61 14 61 84 42 85 36 57 41 42 84 84 13 59 19 37 24 55 24 47 41 13 13 24 14 88 66 split_gain=9.91484 13.4379 10.1635 7.46189 6.89564 5.44957 7.72845 7.09706 5.11515 4.64266 4.45792 4.42091 6.25587 4.33055 6.00506 5.02639 4.39974 5.94376 4.31042 4.07708 5.13185 4.31177 4.38142 3.95639 3.81049 3.98087 3.61184 3.50473 3.50191 4.44319 threshold=0 0 1 0 2 1 3 2 0 2 1 0 1 1 0 4 0 1 0 1 1 0 6 0 0 1 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 18 -3 9 8 7 -7 -5 -4 -2 -11 12 -6 -8 15 -15 17 -16 24 20 -12 23 -23 -21 28 -26 -9 -28 29 -1 right_child=3 2 4 5 11 6 13 26 -10 10 19 -13 -14 14 16 -17 -18 -19 -20 21 -22 22 -24 -25 25 -27 27 -29 -30 -31 leaf_parent=29 9 2 8 7 12 6 13 26 8 10 20 11 12 15 17 15 16 17 18 23 20 22 22 23 25 25 27 27 28 29 leaf_value=0.0568379 -0.0410654 -0.0188745 -0.0447653 0.0662978 0.067461 0.043322 -0.0409056 -0.0241058 0.0128858 -0.0324873 0.0575402 0.0545003 0.00809355 0.0296699 0.061644 -0.0234424 0.0483664 -0.0210162 -0.0378203 -0.0087431 -0.00684274 -0.0460099 0.0188971 0.0305251 -0.0220522 0.00691283 -0.00295141 0.0206587 -0.0273417 -0.0323737 leaf_count=452 233 2046 587 159 108 230 861 1097 329 387 111 258 1285 180 117 3659 191 469 4157 1693 1733 147 4147 516 1572 1084 1585 971 8082 560 internal_value=0 -0.0973569 0.0557454 0.0322124 0.174689 -0.0449475 -0.124327 0.0493919 -0.10613 0.087943 0.0971847 0.279131 0.182104 -0.159402 -0.112748 -0.191012 0.132183 -0.0328291 -0.195393 0.107862 -0.0233504 0.140068 0.177833 -0.00732044 -0.152193 -0.0485576 0.0146079 0.0595009 -0.235479 0.141636 internal_count=39006 20520 4613 18486 2567 9519 5707 3812 916 8967 8734 1651 1393 5477 4616 3839 777 586 15907 8347 1844 6503 4294 2209 11750 2656 3653 2556 9094 1012 Tree=553 num_leaves=31 split_feature=33 33 38 74 38 88 12 7 71 59 19 14 31 31 71 14 85 23 33 14 66 32 32 14 61 24 91 39 86 47 split_gain=36.5807 7.63994 5.54535 4.91255 4.65785 4.20865 3.85308 3.0319 2.51312 2.26665 1.77907 1.765 1.76154 1.68129 1.68505 1.88678 1.5705 1.56484 1.40276 1.76557 2.96526 1.23801 1.16415 1.04171 0.82404 0.74769 0.477173 0.47482 0.616798 0.31112 threshold=0 1 2 0 1 0 1 1 0 0 0 0 6 0 0 1 0 0 2 0 0 0 0 1 0 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=12 10 -3 4 16 6 -6 23 26 18 13 22 -1 14 15 -2 -4 -17 -9 20 29 -21 -5 -8 -22 -25 -7 28 -14 -20 right_child=1 2 3 11 5 8 7 9 -10 -11 -12 -13 27 -15 -16 17 -18 -19 19 21 24 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_parent=12 15 2 16 22 6 26 23 18 8 9 10 11 28 13 14 17 16 17 29 21 24 21 22 25 24 25 26 27 28 29 leaf_value=-0.00250619 0.038017 -0.055636 0.00438163 -0.0482769 -0.0246981 -0.0422185 0.0695485 0.00113944 0.0238901 -0.0115492 -0.0509113 0.0127879 -0.0237381 -0.0441825 -0.0417026 0.00860016 -0.0456085 -0.0361541 0.0482831 0.0262535 0.0175256 0.0631515 -0.00746737 0.0481133 -0.0112485 0.0185511 -0.0140858 -0.0494057 -0.0432576 0.0287751 leaf_count=532 271 117 106 312 155 172 130 306 253 234 1595 190 1793 1397 877 598 302 979 339 127 172 147 204 392 133 116 154 13853 12911 139 internal_value=0 0.0426145 0.109124 0.133183 0.178951 0.217838 0.269631 0.302299 -0.086287 0.225679 -0.222534 -0.187929 -0.428933 -0.151078 -0.0679213 0.0213419 -0.23046 -0.100763 0.269484 0.30992 0.223818 0.486381 -0.321957 0.486582 0.0327486 0.407505 -0.28505 -0.445378 -0.407105 0.422535 internal_count=39006 9917 4200 4083 3377 2969 2390 2235 579 1597 5717 706 29089 4122 2725 1848 408 1577 1363 1057 783 274 516 638 305 508 326 28557 14704 478 Tree=554 num_leaves=31 split_feature=21 61 61 13 13 13 72 24 61 54 60 61 59 91 22 56 81 84 32 91 66 85 21 85 92 33 14 24 58 92 split_gain=16.5131 14.4382 15.0208 13.3556 11.8116 8.65064 7.79313 7.45713 7.25553 7.35802 6.07059 5.66788 6.21786 5.5572 5.13554 5.52669 6.49908 4.97732 6.41998 6.37001 4.93255 4.85879 5.28422 4.79618 4.5504 5.13305 4.23036 4.49411 4.21584 4.05198 threshold=0 0 1 0 1 2 2 1 2 1 1 3 0 1 2 1 1 0 0 0 0 0 1 0 1 0 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 7 21 6 13 20 -1 28 9 -4 -8 12 -10 -5 -12 -16 -17 18 19 24 -6 -3 -23 -9 -18 -26 27 -22 -2 -11 right_child=1 2 8 4 5 -7 10 23 11 29 14 -13 -14 -15 15 16 17 -19 -20 -21 26 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=6 28 21 9 13 20 5 10 23 12 29 14 11 12 13 15 16 24 17 18 19 27 22 22 23 25 25 26 27 28 29 leaf_value=-0.0338275 0.0777024 0.0234805 0.0388466 0.0313085 -0.0384972 -0.0435361 0.0343644 0.0199735 -0.0245321 0.0436318 0.0465606 -0.0260938 0.0186979 -0.00903747 0.0170226 0.0376728 0.0374219 -0.0216032 -0.0214322 0.0203592 0.0766316 -0.0206617 0.0181586 -0.00133776 -0.000511647 -0.026737 -0.0316461 0.0060886 0.0316895 -0.00876293 leaf_count=934 109 2128 325 419 752 6124 469 2847 673 102 164 2141 358 3013 1053 334 182 1904 2053 1228 140 558 497 1235 4820 1335 377 445 869 1419 internal_value=0 0.0802272 0.00676412 -0.0551025 -0.182337 -0.317797 -0.000299696 0.195591 -0.0900872 0.0470918 0.016924 -0.173932 -0.00754408 -0.0311211 0.00233784 -0.00675306 -0.0328648 -0.0480899 -0.018595 0.0197812 -0.0758802 0.155772 0.00583074 0.136031 -0.0287148 -0.0486878 0.0845465 0.245642 0.384493 -0.0429799 internal_count=39006 13261 8201 25745 11270 7838 14475 5060 5018 1846 13542 3172 1031 3432 13073 12909 11856 11522 9618 7565 1714 3183 1055 4082 6337 6155 962 585 978 1521 Tree=555 num_leaves=31 split_feature=44 16 38 38 36 47 38 66 22 61 61 41 89 35 24 69 41 58 63 41 32 21 55 66 66 14 23 59 75 29 split_gain=8.17872 7.94972 7.43448 6.7937 7.44698 7.62409 7.08578 6.44216 6.15351 6.33395 7.21888 5.49152 5.18823 4.84848 4.83159 4.31073 4.04187 3.87588 3.97647 3.8626 5.90445 4.8367 3.8604 3.76343 3.46398 2.99169 4.49384 3.87703 7.31448 4.44201 threshold=3 2 3 2 2 1 4 0 2 0 1 1 1 0 0 0 1 1 8 0 0 0 1 5 9 0 3 2 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 11 -3 7 5 -5 -6 -4 14 17 15 -2 -12 -13 -8 19 -7 -10 -19 -11 21 -21 -9 -17 -14 27 -27 28 -20 -29 right_child=1 2 3 4 6 16 8 22 9 10 12 13 24 -15 -16 23 -18 18 25 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_parent=0 11 2 7 5 6 16 14 22 17 19 12 13 24 13 14 23 16 18 28 21 20 21 22 23 24 26 26 29 28 29 leaf_value=0.0487719 0.056531 0.0284168 0.0660842 -0.0285358 0.0313299 0.070601 0.0427701 0.0385943 0.0139647 -0.0254584 0.0140995 0.0270399 0.0290462 -0.0138295 -0.0061564 0.050619 0.0213131 0.0533564 -0.0166317 0.0722736 -0.0413108 -0.0149809 -0.00202887 0.000366599 -0.0299052 0.0282713 -0.0190075 -0.0361756 0.0780142 -0.00317971 leaf_count=128 191 334 154 341 164 159 220 113 1026 2841 359 452 137 547 189 111 663 132 217 371 429 407 644 2503 7374 342 4819 1026 130 12483 internal_value=0 -0.0141721 -0.0270954 -0.0361592 -0.048842 0.193595 -0.0615652 0.173032 -0.0698055 -0.0799463 -0.152695 0.20634 -0.2481 0.107284 0.200543 -0.0544963 0.325825 -0.0397012 -0.0552168 -0.170982 0.0961266 0.377329 0.0828075 0.0429645 -0.282218 -0.0604851 -0.152646 -0.0349364 0.303885 -0.0464389 internal_count=39006 38878 37688 37354 36443 1163 35280 911 35116 34707 14532 1190 7870 999 409 6662 822 20175 19149 4048 1207 778 757 2614 7511 19017 5161 13856 347 13509 Tree=556 num_leaves=31 split_feature=1 89 12 42 13 13 13 88 40 91 89 34 1 89 43 89 66 21 34 34 34 34 24 3 69 86 19 77 47 17 split_gain=19.8295 17.7951 15.4086 14.5811 11.8844 14.1929 19.1925 10.3173 7.10782 7.07691 7.39732 7.76451 8.89935 7.26936 6.75828 6.52424 6.29651 5.95125 5.8483 6.38149 6.33471 11.2219 6.69669 6.72781 6.43662 5.79707 5.61961 5.58264 5.57573 5.62079 threshold=6 7 11 1 0 1 2 0 2 0 1 0 1 3 2 2 4 0 1 3 2 0 0 0 0 2 0 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 26 7 27 8 9 -7 10 17 12 -12 -14 -10 -15 -9 -5 -18 -20 -21 22 23 -22 -24 -17 -4 -6 29 -11 right_child=1 2 3 4 5 6 -8 16 14 28 11 -13 13 15 -16 25 18 -19 19 20 21 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 2 26 17 27 8 6 16 14 29 12 11 13 15 14 25 18 17 19 20 23 21 24 23 24 25 26 27 28 29 leaf_value=0.078943 0.0713396 0.0632286 -0.0357414 0.0325506 0.0239821 0.060642 -0.0357778 0.046745 0.0405096 -0.0107681 0.0260527 0.0168929 0.0457787 0.0249838 -0.0100398 -0.0419029 -0.00696578 -0.00943846 -0.0306624 -0.0166643 0.011455 0.0551154 0.0442094 -0.038262 0.00794091 -0.00516753 -0.00770525 -0.00156987 -0.0180185 0.0585574 leaf_count=101 107 135 2866 630 367 111 7022 279 195 241 405 1767 106 248 2246 261 917 203 240 394 573 469 536 476 506 8991 776 5134 2561 143 internal_value=0 0.00249582 -0.00299496 -0.0083564 0.0065537 -0.0755787 -0.192407 0.0410149 0.0127164 0.00871493 0.0316671 0.0118135 -0.0162038 -0.0376868 -0.0346894 -0.0482487 0.149006 0.223048 0.119971 0.169388 0.196467 0.23371 0.150503 -0.0162405 0.269811 -0.0643408 -0.22635 0.0223108 -0.126707 0.18927 internal_count=39006 38905 38798 38663 35021 15075 9574 19946 2552 15556 12611 11778 10011 9606 2441 9500 4390 833 4111 3194 2954 2560 2091 1049 1042 9252 3642 5501 2945 384 Tree=557 num_leaves=31 split_feature=66 52 0 14 14 70 14 46 52 16 70 23 58 61 61 91 72 28 61 55 6 23 37 66 66 31 85 63 85 75 split_gain=14.0652 9.67069 8.37894 8.19955 10.4809 8.35883 8.32961 7.63502 6.76128 6.9581 7.30916 6.604 6.46583 6.14858 6.12797 5.99102 5.38912 5.24179 5.05464 5.01074 4.91232 4.89754 4.89337 5.3067 4.66464 4.6551 4.37609 6.30706 4.08801 3.90551 threshold=0 4 6 0 1 4 2 3 3 1 3 2 2 0 0 0 2 1 1 2 1 1 0 3 10 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=14 -2 -3 5 15 -4 25 -7 -9 22 -11 17 -13 24 -1 -5 -15 -12 -18 -16 -20 -17 23 -10 -14 -6 -21 -28 -22 -25 right_child=1 2 3 4 6 7 -8 8 9 10 11 12 13 16 19 21 18 -19 20 26 28 -23 -24 29 -26 -27 27 -29 -30 -31 leaf_parent=14 1 2 5 15 25 7 6 8 23 10 17 12 24 16 19 21 18 17 20 26 28 21 22 29 24 25 27 27 28 29 leaf_value=-0.0288532 0.0577282 0.0655448 -0.0517078 -0.00807541 0.0204365 -0.053753 -0.0404737 0.0487803 -0.0221297 -0.039035 0.0570869 0.0402464 0.0395816 -0.0424384 0.0396789 0.0605902 -0.00582687 0.0126645 -0.0260409 -0.0205246 -0.00563884 0.00984552 -0.00258621 0.0200435 -0.0115416 -0.0254926 0.0143581 -0.0333482 0.0182938 0.04753 leaf_count=9400 136 109 147 2404 622 165 2646 169 116 240 185 194 146 208 203 141 2181 1796 192 3563 430 575 782 822 6671 614 1286 641 1874 348 internal_value=0 0.0240326 0.0174278 0.0124063 -0.0963883 0.0414508 -0.256968 0.0487579 0.0551994 0.0473836 0.0198026 0.0308236 0.0029713 -0.00920835 -0.150772 0.0229823 0.0455017 0.1814 0.0599787 -0.070941 0.115599 0.207123 0.175821 0.245696 -0.0963588 -0.0151914 -0.101308 0.0257866 0.140594 0.28976 internal_count=39006 23913 23777 23668 7002 16666 3882 16519 16354 16185 14117 13877 11896 11702 15093 3120 4885 1981 4677 5693 2496 716 2068 1286 6817 1236 5490 1927 2304 1170 Tree=558 num_leaves=31 split_feature=24 0 61 85 28 8 47 25 13 33 66 65 79 65 56 86 54 44 78 24 29 66 40 36 52 21 31 6 92 66 split_gain=8.73212 8.09173 6.50479 9.67047 6.11902 6.31812 6.03228 7.30146 7.81325 5.87592 5.74046 5.34642 6.73074 5.36593 5.26651 5.1262 5.12038 4.89075 4.81828 5.58575 4.45765 4.27122 6.99366 6.20607 4.3337 5.269 5.44762 5.16927 4.10308 4.72623 threshold=0 3 0 0 1 2 0 0 0 0 0 1 0 0 1 1 2 1 1 1 1 1 1 1 1 0 0 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 9 15 11 -6 -5 -8 -9 16 14 -3 13 -13 -7 -4 -2 -12 -11 -20 -18 22 -19 -24 25 26 -23 -26 -29 -30 right_child=2 4 3 6 5 10 7 8 -10 18 17 12 -14 -15 -16 -17 20 21 19 -21 -22 24 23 -25 27 -27 -28 28 29 -31 leaf_parent=1 16 11 15 6 5 14 7 8 8 18 17 13 12 13 14 15 20 22 19 19 20 26 23 23 27 25 26 28 29 29 leaf_value=0.0643033 0.0309946 -0.0165567 0.0168737 -0.0134082 -0.0432626 0.0315579 0.0134509 0.120075 0.013746 0.0483559 -0.0285533 0.0285743 -0.0225591 0.0828076 -0.0159808 -0.0244917 0.00785361 0.0569112 0.0148219 -0.0403864 -0.0312636 0.0938049 0.0346708 -0.0317607 0.0375759 -0.000293945 0.0200795 -0.0352979 -0.0164024 0.0111163 leaf_count=119 168 344 718 1827 519 583 2938 176 284 126 471 467 452 175 6341 3995 490 198 936 871 9159 150 162 2044 365 249 121 226 1134 3198 internal_value=0 0.039434 -0.0915029 -0.00736147 0.0285074 0.00369161 0.12584 0.22033 0.692644 -0.180277 0.0171651 0.233121 0.336001 0.451676 -0.112136 -0.169747 -0.243761 0.0597493 0.0381458 -0.0752134 -0.271926 0.0778103 -0.104534 -0.199281 0.10924 0.35265 0.578539 0.0812332 0.0504474 0.070152 internal_count=39006 17318 21688 9938 17199 15761 5225 3398 460 11750 15242 1438 1094 642 6924 4713 9817 8318 1933 1807 9649 7847 2404 2206 5443 520 271 4923 4558 4332 Tree=559 num_leaves=31 split_feature=24 71 74 40 29 19 38 76 15 62 40 58 6 63 57 87 17 31 18 16 55 13 18 12 21 61 71 71 25 52 split_gain=11.237 10.5763 10.1443 9.82872 8.2278 8.09964 8.33649 8.09897 7.61834 7.51759 7.05607 7.17563 6.32603 5.82326 5.7115 5.49851 5.15366 5.03704 5.69596 5.04065 4.82605 5.26995 5.13727 5.50951 8.87367 5.75744 4.9833 6.51736 5.74565 4.75151 threshold=0 0 0 1 2 0 1 4 7 1 2 3 1 0 2 0 0 8 2 2 1 0 1 1 0 6 0 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 5 -2 -5 6 -1 -6 -9 -3 13 -12 -11 -10 -13 16 -8 -16 -19 -20 21 -21 -22 24 -24 -25 28 -28 -27 -29 right_child=3 9 -4 4 7 -7 15 8 10 12 11 14 -14 -15 17 -17 -18 18 19 20 22 -23 23 25 -26 26 27 29 -30 -31 leaf_parent=6 3 9 2 4 7 5 16 8 13 12 11 14 12 13 17 15 16 18 19 21 22 21 24 25 24 28 27 29 28 29 leaf_value=0.0206837 -0.00758877 -0.0333783 -0.0370955 -0.0603984 0.0565247 -0.033415 -0.0116879 0.0336071 -0.0354901 -0.0410307 -0.0440972 -0.0413381 0.00760872 0.00441153 0.0270434 0.00170882 -0.0431565 -0.0368869 -0.0316858 -0.0304946 -0.0125203 0.000579851 -0.0258447 -0.0373859 0.0114625 -0.044807 0.00611376 0.00221893 0.00569703 0.0247525 leaf_count=615 3092 399 3152 130 128 1890 4454 260 504 251 174 187 3475 358 263 1260 1755 156 385 385 562 654 471 101 524 201 2058 315 9544 1303 internal_value=0 -0.0587595 -0.122429 0.0294552 0.0438642 -0.0848203 -0.0503593 0.0460938 0.0433456 0.0306232 0.0387366 0.0446283 0.0573073 -0.176695 0.0473591 -0.0894955 -0.161263 0.0496628 0.0454016 0.0480191 0.0506657 -0.0774383 0.0579353 0.0636555 -0.0792166 0.0717646 0.0746357 0.127039 0.0533675 0.203656 internal_count=39006 17251 13126 21755 18663 9974 8084 18533 18405 4125 18145 17283 3726 862 17109 7469 6209 16922 16659 16503 16118 1039 15079 14517 995 13522 13421 3676 9745 1618 Tree=560 num_leaves=31 split_feature=56 91 91 46 41 14 31 47 85 63 23 16 33 84 10 15 20 39 31 63 63 85 66 71 73 74 21 66 69 15 split_gain=8.61579 8.21223 7.67564 6.89667 6.53449 6.45261 7.72552 7.5934 6.57596 6.55842 6.51236 6.50818 5.76732 5.46257 5.28457 5.02874 9.41 5.8572 9.35148 7.51479 8.99338 7.20525 5.92354 4.75439 5.66354 4.67471 4.64295 4.79546 4.50975 3.9553 threshold=2 0 1 2 0 0 2 5 1 3 0 1 0 0 0 1 1 0 0 1 0 0 0 0 1 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 4 -2 13 6 -5 10 -7 -9 -8 -11 -12 25 -4 16 -13 18 22 -20 -21 -22 -17 24 -18 -3 27 -25 -16 -10 right_child=1 2 14 5 -6 8 7 9 29 11 12 15 -14 -15 28 17 23 -19 19 20 21 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_parent=0 3 25 14 6 4 8 10 9 29 11 12 16 12 13 28 22 24 17 19 20 21 21 22 27 24 25 26 27 28 29 leaf_value=-0.0424907 -0.0452442 0.00191435 -0.0344629 -0.0257336 -0.0184229 0.0167753 0.0501017 -0.0298757 0.000373203 -0.0192147 -0.00716359 -0.050717 0.0465514 0.0244898 -0.0337099 -0.00382626 0.0342021 0.00719944 -0.0437908 -0.0242827 0.0652555 0.0143538 -0.0277702 0.00676739 -0.0149176 -0.042663 -0.0214614 0.056517 0.0406116 0.00925379 leaf_count=1216 371 2182 2112 1465 2044 1537 205 396 3896 1604 367 239 133 574 500 2416 224 5893 408 1425 184 616 2515 139 1705 349 223 217 343 3508 internal_value=0 0.0161312 -0.0851135 0.0285192 -0.0246929 0.0309771 0.00129104 0.0105172 0.0684259 -0.000792316 0.225291 0.00661925 0.0742569 0.0521689 -0.263082 0.0179189 -0.0826557 0.0361549 -0.0342581 0.0872691 0.128145 0.202788 -0.132548 -0.0299835 -0.101367 -0.0266432 0.147916 0.267376 0.0951136 0.0426306 internal_count=39006 37790 8104 29686 5149 29315 20374 18909 8941 18204 705 17808 500 3105 2955 16204 2747 13457 7564 2633 2225 800 4931 2508 1929 2531 579 356 843 7404 Tree=561 num_leaves=31 split_feature=2 25 87 31 41 41 14 19 27 8 35 57 69 17 55 33 23 7 43 71 24 84 24 61 61 2 13 24 23 87 split_gain=9.23273 8.51878 7.91205 5.41392 5.25075 6.87427 6.85708 6.25605 4.9031 5.08833 4.86117 4.72414 4.47897 4.49867 4.41646 4.30357 4.15204 3.95837 4.67135 8.76714 5.19371 4.68131 4.62377 4.00069 4.87474 3.69039 3.51694 3.48361 3.86549 6.47203 threshold=0 0 0 0 0 1 0 0 1 1 0 1 0 0 1 0 0 2 0 0 8 1 6 0 1 1 0 9 0 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 4 6 -6 -1 10 -3 -10 -7 -4 -2 25 -11 17 26 -13 20 -20 -19 -21 -22 -23 -25 -14 -5 -24 -29 -30 right_child=12 8 11 16 5 7 -8 -9 9 14 -12 15 13 -15 -16 -17 -18 18 19 21 22 23 27 24 -26 -27 -28 28 29 -31 leaf_parent=6 12 8 11 26 5 10 6 7 9 14 10 17 25 13 14 15 16 20 19 21 22 23 27 24 24 25 26 28 29 29 leaf_value=-0.0198794 -0.0367589 -0.0275733 -0.0351549 -0.0279768 -0.00638595 0.0329613 0.0023817 -0.0381795 -0.0270583 0.0499232 0.10865 -0.0393827 0.0196817 -0.0282761 0.0148292 -0.013332 -0.0370978 0.0524824 -0.0028759 -0.00705495 0.0357494 0.0897983 0.0434767 0.0790925 -0.000616336 -0.0248748 0.028184 0.00736638 0.0378094 -0.0126229 leaf_count=6818 4311 450 449 771 1275 385 2812 170 338 256 121 241 833 2037 2995 1528 4783 105 555 127 217 171 115 115 202 734 215 2274 235 3368 internal_value=0 0.000436696 -0.0277653 -0.0957043 -0.0608508 0.0866038 -0.10796 0.336233 0.127856 0.156135 0.462819 0.0322333 -0.199833 -0.095111 0.185836 0.0441756 -0.266349 0.0684306 0.0781674 0.253825 0.0472919 0.494774 0.032445 0.61392 0.368569 0.057619 -0.00930812 0.0124231 9.82652e-05 -0.0807072 internal_count=39006 31091 27052 17350 11581 1951 9630 676 4039 3589 506 9702 7915 3604 3251 9253 5769 7725 7484 1170 6314 615 6209 488 317 1567 986 5992 5877 3603 Tree=562 num_leaves=31 split_feature=33 33 38 74 38 48 25 56 75 14 25 31 7 33 33 19 85 61 14 24 24 71 53 61 24 86 17 23 66 91 split_gain=36.7824 8.25394 5.17494 4.60297 4.33505 4.30018 3.57028 2.84984 2.7419 2.25739 2.01394 1.91318 1.59899 1.91627 1.83426 1.47654 1.42686 1.40476 1.64114 1.06412 0.936939 0.832688 1.49493 0.720091 0.426418 0.56777 0.358291 0.230291 0.222652 0.120397 threshold=0 1 2 0 1 1 0 1 0 0 1 6 1 2 3 0 0 0 1 0 0 1 0 1 0 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=11 15 -3 4 16 -6 7 -7 12 26 29 -1 19 -14 -15 17 -4 18 -2 28 -20 -16 -23 -19 25 -13 -5 -27 -9 -8 right_child=1 2 3 9 5 6 10 8 -10 -11 -12 24 13 14 21 -17 -18 23 20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=11 18 2 16 26 5 7 29 28 8 9 10 25 13 14 21 15 16 23 20 19 20 22 22 23 24 27 26 27 28 29 leaf_value=-0.00169988 0.0265557 -0.0559731 0.00357839 -0.0246552 -0.0381004 -0.00766461 0.0188826 0.0512981 -0.000798237 0.016157 -0.0412606 -0.0225302 -0.000193809 0.00656296 0.063594 -0.0509185 -0.0449713 -0.0173752 -0.00512225 0.0314394 -0.0414108 0.0465681 0.0159709 -0.0507873 -0.0495641 -0.0338678 -0.0477383 -0.0464811 0.067817 0.00386385 leaf_count=524 267 111 103 239 203 181 100 229 219 194 251 1467 330 101 109 1566 299 834 797 142 959 659 162 1256 16468 2034 266 8637 187 112 internal_value=0 0.0403223 0.110088 0.132885 0.177304 0.214689 0.242136 0.288025 0.323717 -0.183298 -0.0673134 -0.441137 0.365166 0.303624 0.353854 -0.239012 -0.226206 -0.174444 -0.0618708 0.511726 -0.180457 0.413205 0.37116 -0.357105 -0.458914 -0.41124 -0.345435 -0.440054 0.614584 0.112321 internal_count=39006 9876 4197 4086 3387 2985 2782 2319 2138 699 463 29130 1919 1361 1031 5679 402 4113 2023 558 1756 930 821 2090 28606 12138 505 10671 416 212 Tree=563 num_leaves=31 split_feature=56 56 60 56 56 10 39 39 41 39 41 41 41 60 69 3 21 28 85 2 41 37 66 91 7 71 87 89 10 10 split_gain=14.3412 13.2867 13.742 12.1494 11.3839 11.9851 11.8669 15.8269 7.35096 6.75966 5.91904 7.63994 5.78904 5.72048 5.27535 5.10571 4.79816 4.61586 6.55709 4.53808 4.44878 4.3043 4.25449 4.14171 4.13517 3.979 5.05205 3.94974 4.88701 4.58129 threshold=5 3 1 4 2 8 0 1 0 2 1 2 0 2 1 3 2 1 1 0 1 0 2 0 0 1 0 2 9 7 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 24 -3 19 21 -6 8 12 13 16 -10 14 -8 -7 -12 -15 -9 -13 -19 -4 -14 -5 -20 -18 -2 -22 -27 -17 -29 -30 right_child=1 2 3 4 5 6 7 9 10 -11 11 17 20 15 -16 27 23 18 22 -21 25 -23 -24 -25 -26 26 -28 28 29 -31 leaf_parent=0 24 2 19 21 5 13 12 16 10 9 14 17 20 15 14 27 23 18 22 19 25 21 22 23 24 26 26 28 29 29 leaf_value=0.063094 0.0486169 0.0256768 0.0654241 0.0300656 0.0446661 0.0368606 -0.0140068 0.0338945 -0.00381399 -0.0361021 0.0334203 0.0486969 -0.00701709 0.0470078 -0.00945982 -0.0473919 -0.027621 -0.0218759 -0.0152878 0.0079836 0.0513171 0.00113983 0.0279347 0.00667343 0.00640485 0.0219336 -0.0207967 0.0507665 0.0478051 -0.00981586 leaf_count=168 406 1533 181 701 530 300 4821 214 2242 7317 149 219 1031 143 699 323 2549 124 116 105 116 456 880 623 167 469 163 167 231 11863 internal_value=0 0.0031796 -0.00757888 -0.0226692 -0.030882 -0.0469917 -0.0551299 -0.141413 -0.00826798 -0.269483 0.0562956 0.124793 -0.0217768 -0.0681319 -0.0241104 -0.0814043 -0.121465 0.221536 0.167444 0.431267 0.0698576 0.189878 0.231018 -0.176132 0.350921 0.175428 0.106766 -0.0910706 -0.0801102 -0.0891963 internal_count=39006 38838 38265 36732 36446 35289 34759 17303 17456 10703 4429 2187 6600 13027 848 12727 3386 1339 1120 286 1779 1157 996 3172 573 748 632 12584 12261 12094 Tree=564 num_leaves=31 split_feature=78 38 38 91 85 29 81 24 41 23 8 55 61 14 14 40 34 63 35 56 1 56 79 38 53 31 24 85 33 10 split_gain=8.98488 8.3642 8.19643 7.00266 6.5007 7.81796 6.63954 6.16039 5.68873 4.68581 4.55485 4.48821 4.40321 4.31003 9.00324 5.0317 5.02683 5.67816 4.91793 5.32414 4.78351 5.05975 4.81536 4.69788 4.75992 4.41633 5.12358 4.04783 4.23228 3.92426 threshold=3 5 3 0 1 1 1 0 0 1 2 1 0 1 0 1 0 0 0 2 2 1 0 1 0 0 0 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 29 4 6 -6 -4 8 12 10 -7 -9 -8 27 15 -15 -16 -18 19 -17 -21 22 -22 24 -23 -20 -27 -11 -29 -3 right_child=1 2 3 -5 5 9 7 11 -10 13 -12 -13 -14 14 16 18 17 -19 25 20 21 23 -24 -25 -26 26 -28 28 -30 -31 leaf_parent=0 1 29 6 3 5 10 12 11 8 27 10 11 12 15 16 19 17 17 25 20 22 24 22 23 24 26 26 28 28 29 leaf_value=0.0451099 0.0442111 0.00954686 0.0566105 -0.0180815 -0.0285259 0.0554669 0.00540548 0.0119476 0.0415949 -0.0193118 -0.0114658 -0.027189 -0.0349939 -0.0118804 -0.027003 -0.0338928 -0.0295901 0.0473697 -0.022412 -0.0447187 0.051597 0.0623351 -0.0230656 0.00950553 0.00469585 0.0282682 -0.00913815 0.0130143 0.0457753 0.0538319 leaf_count=306 112 222 119 8364 1712 111 747 218 247 331 4239 4272 447 1450 2774 291 239 203 1608 210 429 205 190 6379 218 647 522 1480 582 132 internal_value=0 -0.0172598 -0.023839 -0.0334473 -0.015496 0.0103692 -0.122008 -0.142937 0.0191505 0.0242981 -0.0908124 -0.227879 -0.074032 0.046749 0.0253546 0.0585387 -0.182278 0.135866 0.0837223 0.123427 0.13879 0.150044 0.406884 0.122365 0.390102 -0.0418312 0.0603825 0.179527 0.231119 0.288818 internal_count=39006 38700 38588 38234 29870 23820 6050 5931 1441 22108 4350 4490 1194 17758 15365 12149 3216 442 10699 7922 7631 7421 619 6802 423 2777 1169 2393 2062 354 Tree=565 num_leaves=31 split_feature=89 12 1 13 13 13 89 65 18 43 89 83 36 68 31 18 4 7 24 84 36 24 77 86 76 35 66 87 0 66 split_gain=14.7707 14.211 13.4706 13.4885 17.9765 15.7975 11.2415 8.18393 8.5215 7.96366 7.66358 7.72889 7.50692 6.54698 6.33093 7.09274 6.39445 5.93847 5.63617 5.60173 5.48421 6.37792 5.55262 5.1713 4.97113 4.95621 4.91818 4.83189 4.73795 4.67247 threshold=5 10 4 0 1 2 6 2 3 0 3 1 2 4 3 2 1 1 0 0 1 0 1 1 1 0 1 0 1 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 6 19 9 -4 23 -9 -6 -10 18 -13 -14 -15 -16 -17 20 -12 27 22 -22 -18 -8 -19 -7 -25 28 -5 -30 right_child=1 2 3 4 5 25 7 8 10 -11 11 12 13 14 15 16 17 24 -20 -21 21 -23 -24 26 -26 -27 -28 -29 29 -31 leaf_parent=0 1 2 6 28 9 25 23 8 10 9 18 12 13 14 15 16 22 24 18 19 21 21 22 26 24 25 26 27 29 29 leaf_value=0.0578438 0.0624295 0.0478821 0.0629211 0.0419089 -0.0217078 -0.0456948 -0.00988804 0.0535545 0.0352298 0.012611 0.00372615 0.0218732 0.043653 0.016667 0.0332866 0.0149435 0.0519972 -0.0428208 0.0594881 -0.0123059 -0.0208881 0.010484 0.00773794 -0.0177312 -0.00886531 -0.0210654 0.0293952 -0.0120867 0.0462708 0.00460359 leaf_count=152 149 192 109 307 1866 6333 276 111 208 1007 212 649 101 679 193 694 112 342 122 1710 1097 732 522 161 14008 1888 1070 1148 171 2685 internal_value=0 0.000465221 -0.00458131 -0.0108045 -0.0953943 -0.22024 0.0252645 0.0192589 0.00263391 -0.0394485 -0.00311674 -0.0109549 -0.0198722 -0.0318848 -0.0374901 -0.050075 -0.0580552 -0.07161 0.311058 0.0135604 0.0363953 -0.0520062 0.187326 0.179668 -0.0973732 -0.362122 0.244088 0.0716631 0.122351 0.0816129 internal_count=39006 38854 38705 38513 17115 11094 21398 21289 19782 2873 19671 19463 19129 18480 18379 17700 17507 16813 334 6021 2463 1829 634 1507 14350 8221 1231 4311 3163 2856 Tree=566 num_leaves=31 split_feature=40 14 14 40 14 40 12 13 10 13 21 43 35 74 28 16 31 3 36 21 1 22 45 85 90 71 75 41 8 91 split_gain=12.5021 11.9525 12.3718 9.14079 9.06091 7.81389 8.22865 8.90404 6.66781 6.5533 6.25878 6.04354 5.2915 5.28013 5.17416 5.69141 4.90305 5.66445 4.88859 4.62487 4.34123 4.54919 4.27909 3.92975 3.76638 3.56306 3.48177 3.37942 3.30778 3.65886 threshold=2 0 1 1 2 3 1 0 0 1 0 0 0 2 2 3 0 0 2 0 1 1 1 0 1 0 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=22 3 -3 13 19 10 11 8 14 28 -5 18 -11 26 -8 -16 17 -17 -7 -4 -15 -22 -1 -12 -20 -18 -2 -13 -9 -30 right_child=1 2 4 5 -6 6 7 9 -10 12 23 27 -14 20 15 16 25 -19 24 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=22 26 2 19 10 4 18 14 28 8 12 23 27 12 20 15 17 25 17 24 19 21 21 22 23 24 25 26 27 29 29 leaf_value=-0.0249621 0.0178535 -0.0020892 -0.024945 0.0677103 -0.0441999 -0.0400741 0.0509112 -0.0382528 -0.0199348 -0.0413611 -0.0241795 -0.0513932 -0.012424 0.045009 0.045095 0.00867818 -0.0170662 -0.0250694 -0.0140039 0.0164046 -0.0493733 0.00943708 0.0253514 0.0359706 0.0333007 0.0121758 0.0840806 0.000619641 0.0296831 -0.00684898 leaf_count=116 102 4996 1528 123 4066 212 133 282 4165 4473 117 211 1258 296 108 4126 2115 706 123 538 144 2881 1141 101 1140 430 123 798 350 2104 internal_value=0 -0.0244978 -0.145029 0.00917134 -0.300003 -0.0236704 -0.0369232 -0.0646992 -0.0110232 -0.17561 0.302006 0.133375 -0.285785 0.130069 0.0241056 0.0115465 -0.00409682 0.0515158 0.233206 -0.0769037 0.102819 0.0756415 0.214516 0.0662977 0.277533 -0.114367 0.524068 -0.114788 -0.0536656 -0.0102209 internal_count=39006 37749 11128 26621 6132 23075 22734 20250 11783 8467 341 2484 5731 3546 7618 7485 7377 4832 1475 2066 3321 3025 1257 218 1263 2545 225 1009 2736 2454 Tree=567 num_leaves=31 split_feature=87 42 42 87 65 61 83 0 36 7 75 34 69 77 75 75 77 66 21 13 84 37 25 41 23 78 23 47 12 17 split_gain=12.8556 7.53958 6.62242 6.56653 6.6775 6.54253 6.21199 6.06979 6.10394 6.7764 6.40086 6.82592 7.51801 6.26874 5.79635 7.3033 5.82345 5.50314 5.4795 5.50072 4.67525 7.64996 4.61692 5.39188 5.34277 4.5308 4.42487 4.05471 3.94417 3.82254 threshold=0 1 2 1 3 7 2 3 1 3 0 0 2 1 2 1 1 0 1 0 0 0 0 0 3 2 3 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 4 -2 -4 -7 -8 9 -9 13 12 -12 -10 27 -16 -17 -6 26 25 21 28 23 24 -11 -20 -15 -14 -18 -28 right_child=3 2 5 -5 17 6 7 8 10 22 11 -13 14 18 15 16 20 -19 19 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_parent=1 4 2 5 3 17 6 7 9 13 24 12 11 27 26 15 16 28 17 25 19 20 21 22 23 24 25 29 27 28 29 leaf_value=-0.0302223 0.0587467 -0.040619 0.0684987 -0.0304809 -0.0389607 0.0677692 0.0464617 0.0659932 0.0293364 0.0507838 0.0719805 -0.0243887 0.0285222 0.0703259 0.00167255 -0.0166327 -0.0283362 -0.00232727 0.0365356 -0.0282239 0.0897349 0.0909277 0.0495037 -0.0286546 0.00623093 -0.00817494 0.0412829 -0.0350729 0.0321658 -0.00485286 leaf_count=2090 196 664 210 6349 2125 126 307 118 770 195 201 1140 146 198 1557 106 204 3955 188 4404 117 190 422 422 1475 8238 541 402 248 1702 internal_value=0 0.0296024 0.0436097 -0.161091 -0.0600163 0.0530692 0.0462772 0.0397539 0.0301832 0.158224 -0.00247217 0.108449 0.162343 -0.0520827 0.119088 0.185199 0.367715 -0.0988752 -0.0746612 -0.110121 0.463364 0.351945 0.112694 0.0682963 0.130653 -0.0604244 0.130169 -0.183943 0.173536 0.0608158 internal_count=39006 26381 24291 12625 6276 23627 23417 23291 22984 2632 20352 4311 3171 16041 2970 2422 865 6080 15271 12830 759 642 2514 2092 1670 8426 2441 548 452 2243 Tree=568 num_leaves=31 split_feature=56 6 16 8 56 40 15 80 57 76 32 13 2 33 8 72 63 54 42 85 87 39 81 72 10 13 18 17 4 61 split_gain=11.9741 9.99601 9.44366 9.2344 9.68286 8.4032 9.45635 8.1518 7.26619 5.87866 6.24855 5.65914 5.60459 4.87398 4.78486 4.59733 4.55204 4.98012 4.9525 4.50847 4.24857 4.2449 4.02284 4.09002 5.0042 4.75271 6.40492 5.43178 5.32638 4.45156 threshold=2 2 2 5 1 1 7 1 2 4 0 0 0 2 12 2 8 1 1 0 0 0 1 1 0 0 1 0 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 21 11 -7 -8 -9 -10 14 20 13 -12 -11 -15 -16 18 -18 -13 -6 -5 -19 24 -24 27 -27 28 -25 -28 right_child=1 2 3 4 5 6 7 8 9 10 12 19 -14 15 16 -17 17 22 -20 -21 -22 -23 23 25 -26 26 29 -29 -30 -31 leaf_parent=0 1 2 3 21 20 6 7 8 9 14 13 19 12 15 16 15 18 22 18 19 20 21 24 28 24 26 29 27 28 29 leaf_value=-0.04597 -0.0483333 -0.0328363 0.059672 -0.0330796 -0.0274405 0.0334883 -0.022355 -0.0404945 0.0479407 0.0259769 0.0307796 0.00891 -0.00685958 0.0322548 0.029605 0.0066931 0.0258162 -0.0352326 -0.0209731 -0.00884088 0.000372622 -0.00720517 0.019183 0.0452418 -0.0220509 -0.0336772 0.0257492 -0.0231898 -0.00306052 0.00334298 leaf_count=1200 517 1091 108 1981 1641 350 829 426 135 168 327 914 1401 198 127 7752 139 670 1570 1101 387 1025 785 153 382 203 312 1802 6574 4738 internal_value=0 0.0110458 0.013494 0.0168554 0.0148986 0.021275 0.032784 0.0282998 0.0330054 0.0354626 0.0334905 -0.0718137 0.0683319 0.0824066 0.00666245 0.0742063 0.00165697 -0.00251809 -0.152157 -0.0178036 -0.193222 -0.172327 0.00659563 0.00985183 0.134294 0.000216689 0.0360344 -0.0416945 -0.0221198 0.0460984 internal_count=39006 37806 37289 36198 36090 33084 29041 28691 27862 27436 27301 4043 9678 8277 17623 7950 17455 17328 1709 2015 2028 3006 15619 14949 1167 13782 5253 8529 6727 5050 Tree=569 num_leaves=31 split_feature=87 56 71 8 21 47 26 44 36 35 87 87 42 70 68 18 25 21 8 71 43 35 76 66 24 23 66 66 70 13 split_gain=7.81995 10.6049 8.67324 7.81487 5.55386 7.59382 5.54768 5.24918 5.00064 5.7212 5.56995 5.67532 5.03779 4.6782 5.29698 5.08365 4.30024 4.07235 6.99014 6.96827 4.62756 4.0425 3.96984 3.6575 3.6527 3.61659 4.80678 5.50511 5.12068 4.84996 threshold=0 1 0 13 0 6 1 1 1 0 9 10 3 1 1 1 0 0 1 1 2 1 2 0 1 0 1 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 3 -3 5 -5 -2 -4 9 -8 -10 -12 -13 -7 -15 -16 -6 18 23 24 -20 -22 -14 -9 -19 26 -24 -28 -29 -30 right_child=6 2 7 4 16 13 8 17 10 -11 11 12 22 14 15 -17 -18 19 20 -21 21 -23 25 -25 -26 -27 27 28 29 -31 leaf_parent=1 6 3 7 5 16 13 9 23 10 9 11 12 22 14 15 15 16 24 20 19 21 21 26 23 24 25 27 28 29 29 leaf_value=-0.0314737 0.0251692 0.0366256 0.0451317 0.0394559 -0.0130574 0.01093 -0.000629257 0.0646265 0.0386555 -0.0351465 0.039851 0.0317539 -0.0566797 -0.0392693 0.0338797 -0.00629477 -0.0456207 -0.0492278 -0.0340318 0.0062787 0.0334338 0.00555628 0.0230175 0.0132946 -0.0120161 0.000531756 0.0265036 0.0296891 -0.0181296 0.00364139 leaf_count=2634 506 107 268 230 2837 1282 799 107 123 495 114 194 104 614 369 9745 2264 322 141 1205 267 2707 677 185 1108 6295 472 205 392 2238 internal_value=0 -0.0197674 -0.00882098 -0.0492052 -0.0586818 -0.0348995 0.0492488 0.0589952 0.0409004 -0.0936117 0.052693 0.0469369 0.0412714 -0.0458118 -0.0648977 -0.0534135 -0.179018 0.0476756 0.0892803 -0.0375238 0.0624775 0.0785415 0.0347683 0.42714 -0.221814 0.0371771 0.0787787 0.0519494 0.0262493 0.00515766 internal_count=39006 26392 23758 17448 17341 12240 12614 6310 12108 1294 10814 10691 10577 12010 10728 10114 5101 6042 3407 2635 3115 2974 10383 292 1430 10279 3984 3307 2835 2630 Tree=570 num_leaves=31 split_feature=87 39 84 41 79 8 8 47 24 47 87 71 39 91 23 57 8 0 34 43 48 13 87 25 47 13 15 13 41 33 split_gain=11.6298 7.00467 6.42424 6.61204 6.17801 5.77192 5.72923 5.21447 4.99634 4.9583 5.10175 10.093 5.69581 6.11411 4.77274 4.64209 4.60396 4.3615 4.60966 4.21298 3.99078 3.95179 4.62745 4.005 4.71181 4.38143 3.79486 3.68757 4.06532 3.64576 threshold=0 0 0 2 0 1 3 8 6 6 1 0 0 1 0 1 2 1 0 1 1 10 7 0 0 7 0 3 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 -1 5 -2 -7 -8 -9 -10 11 12 -11 -14 26 -3 -12 -17 29 -13 -18 -22 -23 24 27 -26 -5 -24 -29 -19 right_child=4 15 -4 14 -6 6 7 8 9 10 16 19 13 -15 -16 17 20 18 -20 -21 21 22 23 -25 25 -27 -28 28 -30 -31 leaf_parent=3 5 15 2 26 4 6 7 8 9 12 16 19 13 13 14 17 20 29 18 19 21 22 27 23 25 25 26 28 28 29 leaf_value=0.0249209 -0.0205102 -0.0455813 0.000315958 -0.00649397 -0.0179534 -0.0604195 -0.058087 0.0372925 -0.043231 -0.0322904 -0.0464848 0.05101 0.0427987 -0.00897772 -0.0406665 -0.0279297 -0.0247004 -0.0392991 -0.0201429 0.0120112 0.0632421 0.0537476 0.0485708 0.0338696 0.0527088 -0.00567965 -0.0403189 0.0067285 0.0359789 0.00607911 leaf_count=757 898 667 2250 2242 1766 154 158 325 326 1478 156 282 163 1261 8924 985 285 264 1763 1225 104 172 198 329 132 1819 1567 1122 310 6924 internal_value=0 -0.0799301 -0.172739 -0.246771 0.0532942 0.0726321 0.0890357 0.0959443 0.102449 0.0867034 0.0953205 0.0132189 -0.113835 -0.00928445 -0.285167 -0.0197496 0.1523 -0.0057572 0.015873 0.19102 0.163889 0.179259 0.164942 0.143905 0.107117 -0.0142706 -0.163268 0.189685 0.145163 0.046926 internal_count=39006 26343 15740 13490 12663 10897 9999 9845 9687 9362 9036 4409 2902 1424 12733 10603 4627 9936 8951 1507 4471 4186 4082 3910 3581 1951 3809 1630 1432 7188 Tree=571 num_leaves=31 split_feature=33 75 10 15 7 24 84 33 33 71 63 74 66 23 65 61 33 7 23 69 85 13 41 53 32 47 63 61 39 32 split_gain=31.3305 6.17526 4.78232 4.16452 3.21377 2.81634 2.29277 2.02781 1.70639 2.17081 1.61374 1.56823 1.36812 2.07412 1.35029 1.31415 1.01201 0.752482 0.684539 0.649667 0.68502 0.80445 0.566197 0.537211 0.569888 0.852885 0.496664 0.702495 0.386796 0.340317 threshold=0 0 0 0 1 0 0 1 2 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 1 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=19 2 3 4 5 18 11 -5 -9 -10 15 12 -6 -14 17 -3 -4 -11 -2 20 21 -1 -18 24 -23 -26 27 -15 -17 -20 right_child=1 10 16 7 6 -7 -8 8 9 14 -12 -13 13 26 -16 28 22 -19 29 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=21 18 15 16 7 12 5 6 8 9 17 10 11 13 27 14 28 22 17 29 19 20 24 22 23 25 25 26 27 28 29 leaf_value=-0.0101107 0.0754301 0.00330877 -0.050812 -0.0313199 0.0339073 0.00834931 -0.0301904 -0.0283425 0.0384515 0.0184694 -0.0492209 -0.0111098 -0.0182938 0.0286966 -0.0257441 -0.0466372 -0.00554166 -0.00538274 0.034788 -0.050292 -0.0471778 -0.0108138 -0.0324127 -0.0504242 -0.0153532 -0.0436436 0.0392459 -0.00219443 -0.0190401 0.0585309 leaf_count=1371 145 515 1241 1635 742 266 273 504 141 226 1082 314 213 248 120 325 375 196 217 10006 7861 829 285 3888 1262 3815 288 194 304 125 internal_value=0 0.0258475 0.0758429 0.119341 0.21147 0.416323 0.129628 -0.024346 0.0327725 0.0853632 -0.26791 0.168419 0.213063 0.11287 0.00288543 -0.150261 -0.230134 0.0780938 0.57096 -0.425632 -0.390936 -0.340258 -0.148733 -0.372987 -0.327714 -0.366325 0.229024 0.158915 -0.328942 0.471027 internal_count=39006 9974 7748 5847 3025 753 2272 2822 1187 683 2226 1999 1685 943 542 1144 1901 422 487 29032 19026 11165 660 9794 5906 5077 730 442 629 342 Tree=572 num_leaves=31 split_feature=59 10 56 56 10 66 41 10 66 39 74 16 41 41 10 10 75 66 41 32 85 23 66 24 16 69 91 17 85 57 split_gain=14.8498 12.9464 14.6865 12.1424 11.2942 14.9833 10.4913 10.0134 14.5343 8.84794 7.47148 7.26709 7.52165 11.5498 6.67497 7.92043 6.63014 5.74756 5.02629 5.00275 4.41861 4.25481 4.01922 3.90927 3.82982 4.57193 3.82289 4.54233 3.82735 3.97093 threshold=12 0 2 3 1 1 0 2 0 0 0 2 1 2 3 4 1 4 0 0 1 2 5 1 2 0 1 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 -4 18 -6 9 16 14 19 -10 -8 17 -14 -9 -16 -7 -13 24 21 -15 -5 -19 -22 -3 -26 -23 -28 -29 -30 right_child=1 4 3 6 5 7 11 8 10 -11 -12 12 13 20 15 -17 -18 22 -20 -21 23 26 -24 -25 25 -27 27 28 29 -31 leaf_parent=0 2 24 3 21 5 16 11 14 10 9 10 17 13 20 15 15 16 22 18 19 23 26 22 23 25 25 27 28 29 29 leaf_value=0.0470691 0.028878 0.0402606 0.0397708 0.0173644 0.0430064 0.0294177 0.0348954 -0.0194276 0.0119198 -0.0310402 -0.0289549 0.0262778 -0.0134415 -0.0117049 -0.012477 0.0419825 -0.0199332 0.0199227 0.00517354 -0.027157 0.0374609 0.0204261 -0.0195847 0.0125699 -0.00603356 -0.0346196 0.0380018 0.00899957 0.0201618 -0.0218092 leaf_count=644 618 106 301 1091 1284 142 235 120 570 10764 411 246 1110 176 111 2806 921 149 1648 2418 332 480 3249 809 1426 964 167 996 257 4455 internal_value=0 -0.00156548 -0.0501304 -0.0704486 0.0748605 0.150689 -0.0833386 0.0838127 0.162956 -0.161532 -0.0563101 -0.0148228 -0.033963 0.041783 0.306861 0.354756 -0.11172 -0.134111 -0.0350391 -0.0965438 0.157894 -0.0516461 -0.168027 0.20512 -0.139721 -0.16788 -0.0889218 -0.118916 -0.142001 -0.185767 internal_count=39006 38362 27853 27235 10509 6365 26934 5081 4018 20628 981 6306 6071 2427 3037 2917 1063 3644 4144 9864 1317 7446 3398 1141 2496 2390 6355 5875 5708 4712 Tree=573 num_leaves=31 split_feature=38 78 91 42 84 85 68 80 24 33 13 38 85 34 89 36 55 66 4 11 13 84 42 42 35 17 71 74 39 2 split_gain=7.0772 6.46545 6.59365 6.00888 5.40894 4.82523 6.00335 5.49208 4.76284 4.52955 5.92222 4.95396 4.62951 6.8404 4.35531 6.5423 4.62813 4.29141 3.97678 3.89531 3.91828 3.80163 3.65191 3.9745 4.11693 3.57057 3.4874 4.66094 3.44316 3.40538 threshold=5 3 0 2 5 1 1 2 0 0 4 4 0 1 1 2 1 8 1 1 0 0 2 1 1 0 0 0 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 25 4 -4 -3 6 -6 -7 -8 11 -11 -9 18 29 -12 -16 -17 -5 -13 -15 26 -18 -20 24 -24 -2 27 -21 -19 -14 right_child=1 2 3 17 5 7 8 9 -10 10 14 12 13 19 15 16 21 28 22 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 25 4 3 17 6 7 8 11 8 10 14 18 29 19 15 16 21 28 22 27 20 21 24 23 24 25 26 27 28 29 leaf_value=0.0381832 0.0634942 0.0446805 0.040341 0.0415753 0.0218558 0.0437553 -5.16532e-05 0.0355498 -0.0225827 0.0595461 0.0333381 -0.0473309 0.0380738 -0.0317136 0.0482131 0.0247069 -0.0166091 0.00888523 0.0334449 0.0255386 -0.00686915 0.00754626 0.0696194 -0.0109774 0.00353368 0.00147244 -0.0098714 -0.0187158 -0.02741 -0.0124329 leaf_count=126 171 191 233 152 303 188 1414 100 4340 136 331 403 442 312 180 333 3544 714 251 857 3234 819 100 11166 720 131 470 249 7296 100 internal_value=0 -0.0231569 -0.028919 -0.171718 -0.01194 -0.0167912 -0.108321 0.00512832 -0.147844 -0.00141713 0.0889653 -0.0276357 -0.0363625 0.0266833 0.0617609 0.0224502 -0.0174917 -0.207872 -0.0870517 -0.0141401 0.00890436 -0.0708522 -0.0742304 -0.0857277 0.132915 0.383685 0.106303 0.180296 -0.233181 0.286213 internal_count=39006 38880 38578 8395 30183 29992 6057 23935 5754 23747 5343 18404 18304 5664 5207 4876 4696 8162 12640 5122 4810 4363 12237 11986 820 302 1576 1106 8010 542 Tree=574 num_leaves=31 split_feature=89 12 12 89 89 83 42 4 1 84 57 70 32 7 68 57 75 87 24 40 16 43 24 18 85 61 56 61 71 0 split_gain=28.8784 13.998 13.7071 12.1444 12.2992 12.7023 11.7371 11.2547 11.597 11.5619 10.8821 9.85135 9.28989 7.60423 7.13422 6.30037 5.70071 5.60301 5.5649 5.30759 5.16839 4.96745 6.8195 6.18496 5.30477 4.87256 5.80282 5.94405 4.56718 4.49022 threshold=8 11 10 4 6 1 1 1 2 0 6 4 0 0 2 1 0 0 0 2 1 0 1 1 0 0 1 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 18 -7 -8 -9 10 -10 -12 13 14 -13 -15 17 25 -6 -11 -17 23 28 -14 -25 -16 -27 29 -23 -28 right_child=1 2 3 4 5 6 7 8 9 19 11 12 21 15 16 20 -18 -19 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31 leaf_parent=0 1 2 3 4 18 6 7 8 10 19 11 14 23 15 25 20 16 17 18 19 20 28 22 24 24 26 29 27 28 29 leaf_value=0.0919762 0.0600505 0.0604567 0.0360426 0.0492194 0.00583552 -0.0237892 0.0187007 0.0259561 0.0665791 0.0176387 0.0474378 0.0311132 0.0288059 0.0385395 -0.0119461 -0.0149748 0.00396193 -0.0276138 0.0508341 -0.0177725 0.00961437 0.0499426 -0.0126681 -0.014994 -0.040009 -0.0440734 0.0508117 0.0260983 -0.00768614 -0.0142966 leaf_count=102 141 161 281 170 306 3533 1274 555 124 230 129 209 184 296 5342 511 2431 2884 237 6171 3286 208 1410 3326 3074 233 101 867 174 1057 internal_value=0 -0.00206156 -0.0072475 -0.0122919 -0.0196888 -0.0252516 -0.0341677 -0.0203237 -0.0342542 -0.0450637 -0.0155129 -0.0212545 -0.0284596 0.00307671 -0.0397956 0.0872961 -0.0543625 -0.09963 0.308169 -0.156157 0.0575466 -0.136796 -0.00609382 -0.19879 -0.229341 -0.06453 0.0530557 0.10198 0.280636 -0.0690752 internal_count=39006 38904 38763 38602 38321 38151 37608 34075 32801 32246 25845 25721 25592 17216 13124 4092 12915 10484 543 6401 3797 8376 1792 6584 6400 7600 2258 2025 382 1158 Tree=575 num_leaves=31 split_feature=0 42 47 63 35 63 13 74 24 85 43 10 66 12 13 35 37 61 85 13 34 66 55 54 87 85 85 22 84 59 split_gain=12.5928 11.7163 9.98213 8.29257 11.7664 9.01229 6.57918 8.93237 7.15883 6.05872 6.67531 5.83121 5.56334 5.2581 5.91256 6.68199 4.6448 4.47938 6.21997 7.3913 4.3769 5.04319 4.32764 4.21794 4.11851 4.07985 6.96602 3.98773 3.91038 4.39685 threshold=5 1 0 0 0 1 0 0 0 5 0 0 4 1 0 0 1 0 0 1 0 5 2 2 0 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 23 6 9 5 -5 8 22 -3 -4 11 12 -11 -14 24 17 -12 -16 -19 -20 21 -13 -8 -2 27 -9 -27 -15 29 -10 right_child=1 2 3 4 -6 -7 7 25 28 10 16 20 13 14 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=0 23 8 9 5 4 5 22 25 29 12 16 21 13 27 17 15 16 18 19 19 20 21 22 23 24 26 26 27 28 29 leaf_value=0.0421665 0.0270415 -0.0139797 0.067181 -0.00522145 0.00433116 -0.0437324 0.0288769 -0.0340868 0.0207952 -0.00869049 0.017271 -0.0507163 0.037582 -0.0346458 -0.0384288 0.0212077 -0.0134347 -0.0328699 0.0637244 -0.0177417 -0.0472904 0.00869831 -0.0324998 -0.0321903 0.048949 -0.00227047 0.0683469 0.0191817 -0.0142811 -0.0152866 leaf_count=304 135 6306 112 2072 2746 2923 158 189 1714 583 499 112 650 107 1818 594 1862 377 101 394 457 1037 5255 3493 319 586 224 2462 873 544 internal_value=0 -0.0150661 -0.000472588 0.038259 -0.0470368 -0.225374 -0.0885499 -0.200644 -0.0228781 0.0860948 0.0781508 0.115451 0.146127 0.173539 0.140182 0.00359681 -0.0611509 -0.145443 0.0041111 0.246466 -0.0721313 0.00454708 -0.295142 -0.274844 0.204892 0.0856471 0.202391 0.173011 0.0857674 0.144331 internal_count=39006 38702 35074 19225 7741 4995 15849 6412 9437 11484 11372 9011 7405 6822 6172 3284 2361 2690 872 495 1606 1149 5413 3628 2888 999 810 2569 3131 2258 Tree=576 num_leaves=31 split_feature=16 24 17 80 74 0 76 21 6 75 85 33 74 16 52 69 54 33 35 23 6 33 46 16 47 9 14 87 47 47 split_gain=12.8564 10.5318 6.94464 6.9127 6.22433 5.87721 6.25337 5.73066 5.61546 7.45046 4.75921 6.4299 5.89984 4.73548 4.26782 3.93123 3.86625 5.09211 6.98358 5.27724 4.49213 4.51225 4.2208 4.24234 4.16203 3.84369 3.74318 3.73112 3.65644 3.56186 threshold=6 0 0 1 0 3 2 0 2 7 1 0 0 3 2 1 1 0 1 0 1 1 2 2 2 1 0 0 0 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 4 15 7 -5 -7 -3 -8 -10 11 -4 -13 -11 -15 -2 17 18 -16 -20 -18 24 -23 -24 -22 -6 -25 -9 -26 -12 right_child=1 2 10 5 25 6 8 27 9 13 29 12 -14 14 16 -17 20 -19 19 -21 21 22 23 26 28 -27 -28 -29 -30 -31 leaf_parent=0 15 7 11 5 25 6 8 27 9 13 29 12 12 14 18 15 20 17 19 19 24 22 23 26 28 25 26 27 28 29 leaf_value=0.0961699 -0.013468 -0.0314636 0.000589146 0.053517 0.0421913 0.0704458 0.0358772 0.00765689 0.0756943 0.0296451 0.0382617 0.099318 0.00279018 0.0436066 -0.0333872 0.0435061 0.0156751 -0.0239417 -0.0170683 0.0420991 -0.0333712 0.0400603 0.014158 -0.0137407 -0.00464882 -0.00637958 -0.0381197 -0.0345057 0.0321163 -0.00919343 leaf_count=101 148 10542 742 116 224 103 317 1710 117 189 246 224 100 217 243 497 759 506 343 858 179 112 274 8096 943 2661 2697 1184 505 4053 internal_value=0 -0.0217419 -0.10763 0.037792 -0.173061 0.0180523 0.00806887 -0.241594 2.87425e-05 -0.0141484 0.0182423 0.244776 0.628337 -0.0232453 -0.0373557 0.325665 -0.0463223 0.0998851 0.198072 0.308821 -0.0731226 -0.0965583 -0.131721 -0.144372 0.0730269 -0.00936257 -0.168606 -0.0409797 0.151768 -0.0546035 internal_count=39006 38905 21686 17219 16321 16574 16458 13436 16355 16038 5365 1066 324 15921 15732 645 15515 1950 1444 1201 13565 12806 11179 11067 1627 2885 10793 2894 1448 4299 Tree=577 num_leaves=31 split_feature=29 1 31 22 67 16 47 13 63 71 25 71 31 23 12 58 85 24 24 8 87 91 71 9 59 72 44 15 23 47 split_gain=10.0829 9.67486 9.59493 8.45472 7.41432 6.90606 7.06303 7.36974 7.77585 7.51296 8.94173 7.88291 7.7724 7.62641 6.45376 6.39748 5.82461 5.68659 10.5555 9.75519 7.5649 5.57026 5.44822 5.24575 5.05505 5.00216 4.87288 5.23648 5.57995 8.01066 threshold=1 1 2 2 2 3 6 7 8 0 0 1 8 0 1 2 0 1 0 1 0 1 4 1 0 1 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 10 12 -11 -10 22 -14 -16 -15 20 19 -19 21 -17 -13 -20 -21 -18 -25 28 29 -28 right_child=1 2 3 4 5 6 7 8 9 11 -12 13 14 16 15 17 25 18 23 24 -22 -23 -24 26 -26 -27 27 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 12 11 10 22 14 16 15 21 25 19 23 24 20 21 22 26 24 25 29 27 28 29 leaf_value=-0.0199748 -0.0230589 -0.017583 -0.0368795 -0.0259526 -0.0485146 0.0220781 0.0199482 0.0335959 0.031228 -0.000127811 -0.0182417 -0.0215359 -0.0186913 0.0270341 -0.0411944 -0.0445028 0.0380774 0.0221535 -0.0183879 -0.00849463 0.00303941 -0.00993027 0.00692588 0.0380156 -0.0412417 0.00251394 0.0268118 0.00513343 0.033888 -0.0174068 leaf_count=2476 2359 2043 410 711 291 709 637 197 216 4389 4229 182 1144 1408 158 235 155 536 260 4397 1513 1967 1601 202 936 743 211 4053 428 210 internal_value=0 0.0115286 0.0165024 0.0228395 0.0256722 0.029108 0.0309043 0.0259115 0.0200626 0.0165575 -0.00799676 0.0606096 0.00349812 0.111849 -0.0025178 0.00601008 0.18794 0.00991213 0.035122 -0.0655547 -0.0481281 -0.129988 0.0381494 0.0738169 -0.110724 0.0822977 0.0842173 0.0754651 0.194222 0.0692242 internal_count=39006 36530 34171 32128 31718 31007 30716 30007 29370 29173 20695 8478 16466 4089 16250 15106 2306 14948 11233 5869 3715 2202 1783 5364 5333 898 5104 4902 849 421 Tree=578 num_leaves=31 split_feature=42 91 91 14 47 85 75 19 41 61 55 23 47 47 53 47 26 79 12 24 87 70 33 79 79 8 88 71 39 42 split_gain=8.13029 7.48444 8.44123 7.72072 7.50922 7.13552 6.55124 8.61014 5.79041 5.21204 5.86665 5.05414 5.31692 5.31484 4.68477 4.55346 4.52957 4.90565 4.60703 4.47624 4.45845 4.23751 5.61412 4.89383 7.46768 4.07757 3.92105 3.80384 4.00021 4.11505 threshold=4 0 1 4 0 0 0 0 0 4 1 2 8 5 4 7 1 3 2 0 0 1 0 1 0 1 0 4 7 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 8 4 -2 -6 9 19 14 -5 -11 -12 -13 -14 -3 -15 26 -18 -19 25 -4 -16 23 -23 -25 -8 -17 -20 -29 -30 right_child=1 2 20 6 5 -7 7 -9 -10 10 11 12 13 15 21 16 17 18 27 -21 -22 22 -24 24 -26 -27 -28 28 29 -31 leaf_parent=0 4 14 20 9 5 5 25 7 8 10 11 12 13 15 21 26 17 18 27 19 20 23 22 24 24 25 26 28 29 29 leaf_value=0.0336035 0.0013878 0.0525491 -0.0392041 0.0241479 0.017725 0.0764614 0.027414 -0.0253053 -0.0170232 0.0164786 -0.00711163 0.03591 0.0209461 0.0274015 0.0324625 0.0117402 0.0468951 -0.0332144 0.0259842 0.00321987 -0.00637202 -0.0532751 -0.0297008 0.00410044 0.0822295 -0.0255926 0.0568656 0.0278818 0.00901377 -0.00138387 leaf_count=254 222 137 2431 549 139 109 218 2643 2154 1490 2980 184 598 249 315 615 278 351 193 2108 688 162 1001 1238 315 1968 167 147 1412 13691 internal_value=0 0.0141248 -0.0829541 0.0260135 0.244239 0.450947 0.0198896 -0.0622281 -0.0196388 0.0340861 0.0288409 0.0196063 0.0323374 0.0280971 0.0529678 0.0203613 0.0154204 0.00826553 0.00515721 -0.00775527 -0.271388 0.0252202 -0.0167166 0.0509453 0.0861051 -0.181622 0.193059 0.00917102 0.00465861 0.000241685 internal_count=39006 38752 8441 30311 470 248 29841 6937 5322 22904 22355 20865 17885 17701 3168 17103 16854 16072 15794 4294 3119 3031 2716 1715 1553 2186 782 15443 15250 15103 Tree=579 num_leaves=31 split_feature=75 2 80 25 70 41 59 0 42 75 71 61 43 71 27 61 91 40 71 13 14 87 71 85 87 67 41 79 8 59 split_gain=9.15735 7.74313 7.72811 8.22413 6.41534 6.80675 6.34724 5.86136 6.20178 5.00381 4.93923 4.71223 6.96616 12.553 6.42148 5.09335 4.90873 4.99703 5.8836 4.95057 4.41622 4.36107 3.71724 3.66608 4.84404 3.41225 3.33622 3.37386 3.22983 3.18075 threshold=0 0 1 0 2 3 2 1 2 1 0 0 1 0 1 1 1 1 0 10 0 0 1 1 0 1 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 -1 4 -4 -6 -7 -8 23 20 -3 12 13 -10 -14 25 -16 18 -18 -19 -2 -12 -23 -9 -25 -13 -21 -28 -5 -22 right_child=9 10 3 28 5 6 7 8 11 -11 21 15 14 -15 16 -17 17 19 -20 26 29 22 -24 24 -26 -27 27 -29 -30 -31 leaf_parent=2 20 10 4 28 5 6 7 23 13 9 21 25 14 13 16 15 18 19 18 26 29 22 22 24 24 25 27 27 28 29 leaf_value=-0.0398049 -0.0193473 -0.0334771 -0.049799 -0.0175721 0.0533694 0.040639 -0.0224388 0.0703235 -0.00090088 -0.0368304 -0.0257999 -0.048115 0.0778036 0.0852759 0.0231347 -0.0212518 0.0455458 0.0488234 -0.0220717 -0.00802742 -0.000688402 -0.0192294 0.031155 0.0587519 -0.00952718 0.00491707 0.00311576 0.0499255 0.019963 0.0476734 leaf_count=637 3317 4045 588 285 194 327 1805 159 419 4026 1244 205 137 205 814 3428 494 119 174 7730 870 292 359 163 180 2658 974 118 2793 247 internal_value=0 0.0120434 0.0304275 0.0390359 0.00948847 0.0169853 0.00905775 -0.000703124 0.0157012 -0.170674 -0.170598 0.00224579 0.0375853 0.342175 0.0154885 -0.091245 0.00676201 -0.0161466 0.257179 -0.0372633 -0.0893458 -0.0279413 0.14005 0.325409 0.168817 0.0161049 -0.0489852 0.0866454 0.17455 0.102947 internal_count=39006 30546 24606 23969 20891 20303 20109 19782 17977 8460 5940 17475 11184 624 10560 6291 10423 9609 668 8941 4434 1895 651 502 343 2863 8822 1092 3078 1117 Tree=580 num_leaves=31 split_feature=33 69 38 74 13 42 54 24 24 69 33 14 35 39 33 53 85 39 69 86 61 14 13 63 14 61 23 15 15 63 split_gain=28.7992 5.90204 4.40576 4.21408 3.77327 2.96176 3.48178 3.20186 2.97409 2.85847 2.49688 1.71251 1.60194 1.57498 1.3882 0.906616 0.873991 0.771376 0.675035 0.719833 0.661166 0.659094 0.610703 0.599046 1.30942 0.475098 0.407901 0.404831 0.363156 0.347243 threshold=0 0 1 0 2 1 1 0 1 1 1 0 0 0 2 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=18 2 16 4 -4 -6 -7 10 11 13 26 25 14 27 -12 28 -2 -5 19 -1 -17 -15 -21 -24 -25 -9 -8 -3 29 -16 right_child=1 9 3 17 5 6 7 8 -10 -11 12 -13 -14 21 15 20 -18 -19 -20 22 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_parent=19 16 27 4 17 5 6 26 25 8 9 14 11 12 21 29 20 16 17 18 22 20 21 23 24 24 25 26 27 28 29 leaf_value=-0.0180332 -0.0146957 -0.0391151 0.0727656 -0.0300781 -0.0246217 -0.0309032 0.00876422 0.0125451 -0.0314107 -0.0426904 0.00499107 0.0424825 0.00331168 -0.00201859 0.0533401 0.00409278 -0.0523103 0.000122908 -0.05028 -0.0240669 0.0353981 0.0312828 -0.04809 -0.0466737 -0.00939871 -0.0156284 -0.0170848 -0.0115639 0.0333892 0.0348113 leaf_count=1608 282 292 214 790 304 376 258 276 679 1991 132 215 201 527 610 100 311 298 10050 2143 139 323 10705 2972 1596 240 513 473 158 230 internal_value=0 0.0176649 0.0775619 0.110445 0.154822 0.130173 0.160885 0.192164 -0.00677683 -0.220932 0.26463 0.156412 0.316978 -0.053467 0.357836 0.395175 -0.32831 -0.200525 -0.422275 -0.386236 0.247915 0.120212 -0.407992 -0.433106 -0.333918 -0.00830689 -0.0283552 -0.251864 0.452348 0.491871 internal_count=39006 9932 6326 5733 4645 4431 4127 3751 1410 3606 2341 731 1570 1615 1369 1237 593 1088 29074 19024 239 850 17416 15273 4568 516 771 765 998 840 Tree=581 num_leaves=31 split_feature=59 34 10 39 39 72 29 39 47 13 23 58 6 72 61 21 62 41 41 59 30 7 14 59 7 3 3 28 31 31 split_gain=13.9387 12.0765 10.7863 10.9186 14.9354 9.30402 8.07651 7.08259 8.00307 6.31679 6.3369 6.41406 5.336 5.17579 4.85967 5.67052 5.08619 4.85622 4.62457 4.61691 4.3819 4.16803 4.11757 3.78479 3.69729 3.67485 3.72355 3.52724 3.48617 3.2254 threshold=12 2 7 0 1 2 2 2 1 4 2 3 3 1 4 0 2 0 1 0 1 0 0 0 0 0 1 1 7 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 24 -3 5 17 -4 -7 8 -6 -8 20 -12 -13 -9 -14 28 -17 25 -19 21 -11 27 -20 -10 -2 -5 -27 -18 -16 -15 right_child=1 2 3 4 7 6 9 13 23 10 11 12 14 29 15 16 19 18 22 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=0 24 2 5 25 8 6 9 13 23 20 11 12 14 29 28 16 27 18 22 19 20 21 22 23 24 26 26 27 28 29 leaf_value=0.0465546 0.0338403 0.0436375 -0.0285781 -0.0169516 0.0298732 -0.0559123 -0.0464217 0.00552707 -0.0312845 0.0662029 0.0484223 -0.050626 -0.0300763 -0.0423292 -0.0475881 -0.0324105 0.042246 -0.0044937 0.0272845 0.0212755 0.0159089 -0.0151275 -0.00844128 -0.000144804 0.00536574 -0.0143527 0.0339449 0.00617386 -0.000620323 -0.0172645 leaf_count=669 1182 625 1099 4188 615 189 266 448 2389 102 140 133 308 5910 243 132 197 1076 608 1706 2236 694 195 486 433 365 329 1449 9647 948 internal_value=0 0.00494602 -0.00992296 -0.0174038 -0.0987546 0.0248363 0.0391578 -0.22217 -0.0775582 0.0459099 0.0521734 0.0291686 0.0207744 -0.317217 0.0269152 0.0360152 0.107024 0.0126823 0.0915367 0.124955 0.193217 0.0417107 0.194304 -0.181631 0.241474 -0.0952322 0.110089 0.108317 -0.014345 -0.361906 internal_count=39006 38337 36722 36097 17557 18540 17442 10796 3490 17253 16987 14649 14509 7306 14376 14068 4178 6761 1879 4046 2338 2340 803 2875 1615 4882 694 1646 9890 6858 Tree=582 num_leaves=31 split_feature=38 48 22 49 42 55 22 35 16 35 34 17 91 63 63 24 39 30 40 43 14 44 80 47 31 14 15 23 33 58 split_gain=7.18413 7.03312 6.20664 5.93168 6.02309 5.83491 5.93878 5.74443 7.27403 6.04561 4.80842 7.90237 4.70861 6.61239 4.91801 4.24192 4.18608 6.97808 4.42068 4.07073 3.8061 3.51832 3.4969 3.39773 4.38256 3.37921 3.16653 4.6267 3.11704 2.9394 threshold=5 5 3 5 5 3 1 0 2 1 1 0 0 1 2 1 0 1 1 2 0 1 1 0 2 0 0 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 29 8 -8 19 11 -11 13 15 20 25 18 -18 -16 -9 -15 -12 -20 -24 -25 -10 27 -17 -26 -7 right_child=1 2 3 4 5 6 7 9 12 10 21 -13 -14 14 16 26 17 -19 22 -21 -22 -23 23 24 28 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 29 8 19 25 11 21 11 12 20 18 27 17 17 22 19 20 21 23 24 28 25 26 27 28 29 leaf_value=0.0401524 0.0787639 0.0355129 0.0335115 0.0404028 0.0622929 0.0382913 0.0272546 0.0312764 0.0432223 0.0641511 0.00230013 -0.0301983 -0.0193794 0.0259002 -0.0264602 -0.0262134 0.0427959 -0.0186693 0.0332835 -0.00850645 -0.018204 -0.0355188 0.00522252 0.0261776 0.037382 -0.00607862 -0.0105467 0.0240906 -0.0158714 0.00632097 leaf_count=121 142 266 130 166 195 135 479 349 458 184 195 291 5829 680 760 311 217 7592 215 4296 344 3698 3915 217 100 268 1371 1021 3627 1434 internal_value=0 -0.0171054 -0.0202947 -0.0263517 -0.0324609 -0.0376849 -0.0410687 -0.0566324 -0.0284418 -0.14341 -0.254478 0.0808425 -0.042077 -0.0237735 -0.0554634 0.114131 -0.0748439 -0.156895 -0.0294809 -0.0488762 0.15079 -0.308643 -0.00352063 -0.0194603 -0.0955739 0.314925 0.0394095 0.145485 -0.136179 0.105865 internal_count=39006 38885 38743 38477 38347 38181 37986 36417 27404 9013 4368 475 26925 21096 17667 3429 16643 7809 8834 4645 1024 3893 8074 7859 3944 726 2703 1332 3727 1569 Tree=583 num_leaves=31 split_feature=1 89 68 89 89 79 1 14 89 73 61 67 14 42 70 58 16 14 46 29 42 61 79 67 1 29 31 43 85 41 split_gain=17.9464 14.4596 13.7051 14.2666 12.84 12.6418 13.5968 12.5372 9.48789 8.10176 9.60862 8.72724 8.10071 8.04644 7.80862 7.2656 7.22189 7.06362 6.91673 6.63279 6.83835 6.32122 9.97917 6.148 6.53368 8.79511 6.74594 6.63603 7.76209 6.75986 threshold=6 7 5 5 4 0 3 0 3 1 1 2 1 1 4 3 3 2 1 1 2 0 1 3 1 2 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 6 -6 8 -8 -7 -11 -12 18 -10 -15 -16 -17 -14 -9 -18 -21 -13 -23 -22 -25 -26 -27 28 -28 -29 right_child=1 2 3 4 5 9 7 12 13 10 11 21 17 14 15 16 19 -19 -20 20 23 22 -24 24 25 26 27 29 -30 -31 leaf_parent=0 1 2 3 4 6 9 8 18 13 10 11 21 17 14 15 16 19 17 18 20 23 22 22 24 25 26 28 29 28 29 leaf_value=0.0772031 0.0658953 0.0603125 0.0581028 0.0383225 0.0467067 -0.0138294 0.0348397 0.0445245 -0.0275527 -0.00825564 0.0697713 0.00536785 -0.0100928 0.0393259 -0.0630993 -0.0361817 0.0104122 -0.0444312 -0.0123613 -0.0418351 0.0361021 0.00701693 0.0448069 0.0151438 0.0408023 0.00906222 -0.00766367 0.0135987 -0.0257218 -0.0147862 leaf_count=100 106 116 143 268 196 1242 218 134 1573 1704 159 3153 1755 141 145 267 1488 3643 3868 455 184 922 979 675 127 1682 5862 1226 5273 1202 internal_value=0 0.00406354 -0.000878791 -0.0059962 -0.0115238 -0.0189915 -0.0474011 -0.0552709 -0.0275741 0.0851019 0.12467 0.18422 -0.192122 -0.0367476 -0.024199 -0.0315305 -0.0266966 -0.320898 -0.0791349 -0.0180323 -0.0404276 0.15612 0.263724 -0.0315963 -0.0394175 -0.0568568 -0.0673752 -0.0916502 -0.128053 0.0279156 internal_count=39006 38906 38800 38684 38541 38273 30114 29918 20518 8159 6917 5213 9400 20300 18727 18586 18441 5398 4002 18174 16686 5054 1901 16231 16047 15372 15245 13563 11135 2428 Tree=584 num_leaves=31 split_feature=40 42 40 42 87 87 70 61 70 16 12 10 67 25 58 47 74 41 14 73 45 87 22 63 85 43 43 73 8 17 split_gain=12.5725 12.5974 10.4866 8.7561 8.12823 9.64823 6.50621 5.63648 5.42962 5.54077 5.05579 5.04439 4.81069 5.41842 4.85976 4.97959 4.64065 4.63832 4.48387 4.11739 4.19094 4.0121 6.03892 4.81609 3.94642 4.3464 3.92685 3.43868 3.35668 3.19602 threshold=2 1 1 2 0 1 4 0 3 3 2 0 2 0 3 0 2 2 0 2 1 0 1 0 3 2 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=19 10 16 -4 6 7 -5 -6 -8 -10 -2 12 13 -11 -14 -16 26 -13 -9 -1 -21 22 -18 -23 -17 -26 -3 29 -29 -27 right_child=1 2 3 4 5 -7 8 18 9 11 -12 17 14 -15 15 24 21 -19 -20 20 -22 23 -24 -25 25 27 -28 28 -30 -31 leaf_parent=19 10 26 3 6 7 5 8 18 9 13 10 17 14 13 15 24 22 17 18 20 20 23 22 23 25 29 26 28 28 29 leaf_value=0.0607368 0.0327396 0.0125758 -0.0490821 -0.0632878 -0.0232577 -0.0334359 -0.037209 0.0167453 0.0335597 0.0148082 -0.0358185 0.037389 0.0444668 0.088765 -0.00871699 0.0371114 -0.0600494 -0.0162978 -0.0188053 -0.032588 0.021059 0.0146446 0.0152034 -0.0238646 -0.0335185 0.0436196 0.077833 -0.018002 0.00532567 -0.00612446 leaf_count=100 120 143 974 120 2768 4266 229 1120 235 245 3427 392 105 112 6059 251 130 5369 709 102 1042 646 2791 712 235 309 118 449 5606 122 internal_value=0 -0.024823 -0.00931272 -0.0418323 -0.0327544 -0.152151 -0.000424213 -0.0341362 0.00578409 0.0145407 -0.305475 0.0037797 0.028826 0.311451 0.0157399 0.00662604 0.108274 -0.126012 0.0701699 0.21527 0.170752 0.0855358 0.132689 -0.067158 0.0502387 0.0354374 0.45179 0.0502018 0.0306171 0.280059 internal_count=39006 37762 34215 29675 28701 8863 19838 4597 19718 19489 3547 19254 13493 357 13136 13031 4540 5761 1829 1244 1144 4279 2921 1358 6972 6721 261 6486 6055 431 Tree=585 num_leaves=31 split_feature=42 66 61 80 29 80 46 35 35 50 29 59 15 63 84 33 65 65 23 39 31 67 53 28 54 63 69 69 18 64 split_gain=9.41991 7.72376 7.26889 7.56835 7.16238 6.58059 5.72604 5.35542 6.59601 6.29412 5.08646 4.76351 4.72271 5.07534 6.59273 6.00128 4.73027 4.68245 4.28533 4.02673 3.89098 3.75396 6.84337 3.74724 3.50197 3.40895 3.85001 5.62291 3.36036 3.93632 threshold=1 0 0 1 1 2 1 0 1 1 1 0 0 1 0 1 1 0 3 0 0 1 0 2 2 0 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 4 -4 -2 11 25 9 10 -8 -9 -3 13 16 17 -16 -11 -15 -5 -6 -17 22 -10 -14 -12 26 -7 -28 -23 -30 right_child=1 5 3 18 19 6 7 8 21 12 24 -13 23 14 15 20 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 27 -29 29 -31 leaf_parent=0 4 11 3 18 19 26 9 10 22 16 24 11 23 17 15 20 16 17 18 19 20 28 22 23 24 25 27 27 29 29 leaf_value=-0.0324095 0.0481133 0.0933068 0.0762875 0.0603469 -0.0185731 0.020027 0.0539444 -0.0484379 0.0728087 0.0788719 0.0382353 0.00425791 0.0404537 -0.018855 0.0774121 0.0377988 0.011293 0.0172797 -0.0060727 -0.0477562 -0.0255602 -0.030948 0.00487055 -0.0211759 -0.00588622 0.00282084 0.0247188 0.118546 0.0443942 0.00886776 leaf_count=3640 386 125 206 224 4499 365 185 313 144 138 123 114 119 5191 133 433 924 638 4542 3471 375 203 269 6089 2378 515 120 105 381 2658 internal_value=0 -0.00230157 -0.117461 0.0455756 -0.21683 0.0320229 0.0235265 0.00379542 0.0646599 -0.0616043 -0.0689455 0.546541 -0.0777512 -0.00865618 -0.0628051 0.253003 0.2345 -0.129022 -0.0165244 -0.253641 0.0422579 0.135505 0.369734 -0.185974 -0.0182412 0.219495 0.351054 0.669181 0.100311 0.121024 internal_count=39006 35366 13328 4972 8356 22038 21799 20694 6469 14225 2814 239 14040 7832 6770 941 1062 5829 4766 7970 808 3655 413 6208 2501 1105 590 225 3242 3039 Tree=586 num_leaves=31 split_feature=56 78 13 41 47 36 70 6 47 15 13 8 63 63 67 66 20 84 88 18 36 28 85 69 86 66 61 29 65 47 split_gain=9.48981 7.89989 8.19743 7.90217 6.67369 6.46678 6.37243 6.24351 7.01803 5.4476 6.43458 7.53402 5.39212 9.62828 5.92035 5.86212 8.59305 7.03524 7.18086 5.3124 5.76502 5.71628 5.12353 5.36135 5.06949 4.96639 4.77366 4.88781 4.52915 4.48836 threshold=2 2 0 0 5 1 2 1 10 6 1 2 0 1 1 1 1 0 0 1 3 1 1 0 1 3 5 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 4 24 -6 -7 -4 -9 -10 29 -12 14 -14 -8 28 -17 18 -18 -13 -21 22 -22 -24 -3 -23 -27 -28 -16 -11 right_child=1 2 7 -5 5 6 12 8 9 10 11 19 13 -15 15 16 17 -19 -20 20 21 25 23 -25 -26 26 27 -29 -30 -31 leaf_parent=0 1 24 7 3 5 6 14 8 9 29 11 19 13 13 28 16 18 17 18 20 22 25 23 23 24 26 27 27 28 29 leaf_value=-0.0418528 -0.0251073 0.0571292 -0.0174299 -0.0152866 -0.0199374 -0.0318163 -0.0310935 0.0468592 0.0249416 -0.0153905 0.0360122 -0.0174507 -0.0115236 0.0111284 0.0179599 0.0302193 -0.0102913 0.00569356 -0.0455901 -0.0391764 -0.0415246 0.0235142 0.0233755 -0.0174999 0.00587494 0.0406388 -0.0247478 0.00579721 -0.0261108 -0.000151756 leaf_count=1218 1059 114 766 5327 1759 411 649 120 379 1053 260 361 1837 2318 1019 434 4137 892 807 104 160 544 172 286 227 109 187 7863 243 4191 internal_value=0 0.00490123 0.00866881 -0.0320433 -0.0107174 -0.0196676 -0.0054309 0.0336112 0.0396102 0.0362478 0.0309541 0.0524853 0.0032693 0.0569008 -0.0408524 -0.0233187 -0.0568938 -0.0818797 -0.138478 0.045522 0.0525423 0.0564355 -0.116631 -0.0215357 0.27533 0.0664327 0.057008 0.0523892 0.125404 -0.0324877 internal_count=39006 37788 36729 20174 14847 14506 12747 16555 15789 15669 15290 10046 12336 4155 8181 7532 6270 5836 4944 9786 9425 9321 618 458 341 8703 8159 8050 1262 5244 Tree=587 num_leaves=31 split_feature=67 28 13 31 42 78 42 63 31 56 13 88 65 69 65 13 21 31 31 66 47 63 23 63 66 35 39 85 40 41 split_gain=7.93651 7.37952 6.8928 6.61568 6.63144 6.41629 6.19533 5.84478 6.05016 5.88375 7.62984 6.42081 8.25458 7.06966 5.93197 5.14177 5.28012 4.92024 11.1745 7.20269 6.54027 5.41026 5.899 5.50391 5.00222 5.40956 5.19519 7.01161 4.80735 4.75414 threshold=2 2 15 2 5 2 4 14 3 1 0 0 0 5 1 1 0 0 1 4 4 0 0 1 3 2 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 10 -10 13 -13 -11 -14 -12 -17 19 20 -15 -19 -20 -23 -24 -21 26 -26 -28 -25 -27 right_child=1 2 3 4 5 6 7 8 9 11 15 12 14 17 -16 16 -18 18 21 24 -22 22 23 28 25 29 27 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 10 13 15 12 14 19 14 16 16 20 21 24 20 22 23 28 26 29 27 27 28 29 leaf_value=-0.029376 -0.0354516 0.0483534 -0.0158568 0.0380076 -0.0248209 0.0314505 0.0376369 -0.0217226 -0.0407123 0.0318788 -0.0286489 0.0183416 0.00982026 -0.027989 -0.0186413 0.0477492 -0.0125347 0.0405249 -0.0285912 -0.019201 -0.0112806 -0.0177924 -0.0281805 0.0541411 -0.00898879 0.00140526 0.0816696 0.0164958 0.0178006 -0.00863849 leaf_count=940 645 110 2475 149 960 223 114 1119 1719 257 439 3185 1376 831 1248 150 199 139 416 1079 2728 139 249 125 354 12258 123 180 1527 3550 internal_value=0 0.014316 0.0174213 0.0151068 0.0210982 0.0180924 0.0220456 0.0185184 0.0157659 0.0201756 -0.165776 0.0256504 0.107472 0.0116726 -0.0252207 0.0254824 0.204211 0.00687178 0.0660941 -0.0107258 -0.0757514 0.138937 0.156758 0.18246 -0.00337358 0.00411122 0.2174 0.364539 0.201074 -0.00333157 internal_count=39006 38066 37421 37311 34836 34687 33727 33504 33390 32271 2507 29764 5809 23955 2624 788 349 23698 5323 18375 2867 2456 2040 1901 17544 16465 657 303 1652 15808 Tree=588 num_leaves=31 split_feature=59 75 80 41 41 13 42 23 23 85 53 66 14 74 23 25 66 66 61 88 85 39 67 61 61 58 32 59 31 87 split_gain=8.72359 8.53406 6.5873 6.11211 7.88303 6.10005 8.79055 7.50794 6.65341 5.05283 5.03424 4.8782 4.77545 4.70994 7.00525 4.50695 3.88532 4.93989 3.66616 4.81299 3.42972 3.26891 3.23506 4.00554 4.06683 3.3013 3.17427 3.13376 3.37718 3.09984 threshold=3 0 1 0 1 0 1 1 0 0 0 2 0 1 0 0 1 0 0 1 6 1 1 1 0 1 1 0 0 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 5 16 6 7 -4 18 -3 15 12 -6 14 -12 20 21 -18 19 -8 -7 -5 -13 -24 25 -25 -15 28 -11 -22 right_child=1 9 3 4 11 10 8 -9 -10 27 13 22 -14 26 -16 -17 17 -19 -20 -21 29 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_parent=0 2 9 7 21 12 20 19 7 8 28 14 22 12 26 14 15 17 17 18 19 29 21 23 25 24 25 26 27 28 29 leaf_value=0.0686645 -0.0362373 -0.0347202 0.101125 -0.0238429 0.0268219 -0.0474283 0.0613776 0.00876128 -0.0300068 -0.00635743 0.0578798 -0.016027 0.111609 0.00453899 -0.0258046 0.0288242 0.00396735 -0.0217707 -0.025857 -0.00302152 0.0320943 0.038236 0.0453918 0.0699806 -0.00559073 0.0190391 -0.0226029 0.0139297 -0.0418204 0.00317369 leaf_count=373 928 4894 149 129 352 109 202 724 6972 1248 184 421 116 724 294 255 2076 1787 1281 2320 280 580 643 107 795 1110 2187 941 1180 5645 internal_value=0 -0.0151416 0.00591061 0.0138179 0.0900397 -0.022393 -0.107795 0.233493 -0.155747 -0.173298 0.0251852 0.225012 0.626317 -0.0941005 0.217822 0.0689581 0.00814986 -0.0265598 -0.0578588 0.00723171 0.039818 0.260322 0.179876 0.219162 0.140542 0.267877 -0.152441 -0.0768005 -0.151687 0.0505335 internal_count=39006 38633 30370 29442 8116 21326 11648 873 10775 8263 9678 3544 468 3389 478 6289 4572 3863 3803 2522 6034 709 3076 2655 2012 1217 2911 3369 2428 5925 Tree=589 num_leaves=31 split_feature=33 75 88 13 85 59 64 32 33 88 74 23 66 13 32 14 66 63 61 61 41 15 7 85 13 7 53 32 47 7 split_gain=29.9738 6.07259 4.67722 5.78519 5.14112 3.20768 2.2954 2.10116 2.4186 1.70302 1.63714 1.46418 1.52978 1.41909 1.73832 1.40565 2.33417 1.39047 1.13848 0.879899 0.823813 1.3418 0.994164 0.694926 0.821039 0.466978 0.457163 0.615099 0.566317 0.394495 threshold=0 0 0 2 0 0 1 0 2 1 1 1 0 0 0 1 0 0 0 0 1 0 1 0 1 0 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=23 2 3 -2 5 6 -5 8 -8 13 -10 -12 -13 14 -4 -6 -17 18 -3 -7 -9 22 -22 24 -1 -23 27 -26 -29 -14 right_child=1 17 9 4 15 19 7 20 10 -11 11 12 29 -15 -16 16 -18 -19 -20 -21 21 25 -24 -25 26 -27 -28 28 -30 -31 leaf_parent=24 3 18 14 6 15 19 8 20 10 9 11 12 29 13 14 16 16 17 18 19 22 25 22 23 27 25 26 28 28 29 leaf_value=-0.0186395 0.0742294 0.00158518 -0.0233399 -0.0212394 0.010019 -0.034947 -0.030721 0.0606577 -0.0177596 -0.0464286 0.0522645 0.0336162 0.011339 -0.0335351 0.0287508 0.00413721 -0.0433207 -0.0482199 -0.0325694 0.00346924 0.0647516 0.0255595 0.0324628 -0.0492012 -0.0152288 -0.000507313 -0.0503414 -0.023675 -0.0461524 -0.0115874 leaf_count=2390 336 514 395 226 247 472 135 137 168 784 298 580 335 502 253 408 919 1085 621 374 158 240 406 12892 1079 137 6714 1473 4537 191 internal_value=0 0.0293761 0.0796873 0.130289 0.0979375 0.168755 0.211403 0.239274 0.139745 -0.186051 0.194933 0.245287 0.176624 -0.0760426 0.0612045 -0.163649 -0.253757 -0.267318 -0.157611 -0.175631 0.355051 0.316194 0.423532 -0.427309 -0.378978 0.144979 -0.412493 -0.366087 -0.406193 0.0210285 internal_count=39006 9921 7701 5767 5431 3857 3011 2785 1707 1934 1572 1404 1106 1150 648 1574 1327 2220 1135 846 1078 941 564 29085 16193 377 13803 7089 6010 526 Tree=590 num_leaves=31 split_feature=56 56 59 60 54 56 39 39 72 92 3 13 32 14 14 16 21 33 47 58 37 75 31 66 66 8 72 56 7 3 split_gain=15.4674 13.0722 12.0363 12.0114 10.1045 9.71175 8.91086 11.4679 7.72831 5.85269 6.2621 5.29041 5.03358 4.8619 9.03349 6.15383 4.73525 4.57711 5.00087 5.31755 5.30151 4.57402 4.513 4.37989 4.18058 3.75342 3.73457 4.17622 3.60419 5.18695 threshold=5 3 12 1 1 4 0 1 2 1 3 4 0 0 1 1 0 2 1 1 0 0 0 4 9 1 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 12 -6 8 28 -7 21 -11 -12 16 17 -15 -16 -5 -13 23 -20 24 -10 26 -19 -21 -24 -9 -28 29 -8 right_child=1 2 3 4 5 6 7 22 9 10 11 13 -14 14 15 -17 -18 18 19 20 -22 -23 25 -25 -26 -27 27 -29 -30 -31 leaf_parent=0 1 2 3 16 5 8 29 26 21 10 11 17 12 14 15 15 16 23 19 24 20 21 25 23 24 25 27 27 28 29 leaf_value=0.0648456 0.0360083 0.046156 0.0239179 0.00330562 0.0417185 -0.0328505 -0.0051135 0.00551585 0.0375108 0.0394197 -0.0557619 -0.0282163 -0.00439334 0.00120111 0.034306 -0.044904 0.0274544 0.0535255 0.0245785 0.0578443 -0.0174699 -0.00518481 0.0381193 0.0095768 -0.000544611 -0.016586 0.00794382 -0.0398726 -0.0160434 0.0240968 leaf_count=182 560 542 1507 1335 198 1000 3543 389 394 298 240 382 1576 1363 162 1865 1284 198 438 107 1665 244 144 2156 5619 1469 213 7482 1743 709 internal_value=0 0.00363525 -0.00701851 -0.0147037 -0.0290906 -0.0537713 -0.0616406 -0.14316 -0.0192299 -0.00449073 -0.0206083 -0.0306072 0.102463 -0.0237981 -0.149201 -0.368946 0.1724 0.00283946 0.0162174 -0.0195277 -0.0421279 0.219901 -0.263942 0.138228 0.00680615 -0.1021 -0.33103 -0.36394 -0.0355147 0.0263493 internal_count=39006 38824 38264 37722 36215 32020 31822 15692 16130 15131 14493 14195 4195 13955 3390 2027 2619 10565 10183 7829 7391 638 9697 2354 5726 1613 8084 7695 5995 4252 Tree=591 num_leaves=31 split_feature=49 38 42 22 48 16 7 61 75 61 85 7 7 27 59 29 13 38 66 38 53 68 78 55 16 13 13 49 31 39 split_gain=7.52114 6.82184 7.01931 7.44771 6.53379 6.3204 6.45567 6.28237 7.88299 6.57134 6.50669 6.18704 5.51171 5.1324 4.91421 4.85511 6.03874 5.85705 6.10961 4.1565 4.84513 4.13229 4.71458 4.06113 3.95393 3.88645 4.24103 3.7247 3.56256 3.61159 threshold=5 4 2 4 5 1 0 0 0 1 3 1 4 1 0 1 0 1 1 2 0 2 2 1 1 0 1 3 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 5 -4 -5 -3 14 12 9 -9 -11 -8 -6 -14 -7 16 -15 18 -17 20 -19 -10 -23 -20 -21 -24 -27 -26 -25 -30 right_child=1 2 3 4 7 6 11 8 21 10 -12 -13 13 15 -16 17 -18 19 23 24 -22 22 25 28 27 26 -28 -29 29 -31 leaf_parent=0 1 5 3 4 12 14 11 9 21 10 10 11 13 16 14 18 16 20 23 24 20 22 25 28 27 26 26 27 29 29 leaf_value=0.03821 0.0327413 0.0800284 0.0517911 0.074507 0.0653489 -0.0172971 0.00288081 -0.00692437 0.0412615 0.0278374 -0.0320237 0.0881776 -0.034226 -0.0445976 0.0451001 0.0787541 0.0227005 0.0433242 0.0509553 0.0145562 -0.0134021 0.0447413 -0.016877 0.0608285 0.0300907 -0.012914 0.0212584 -0.00480955 0.0108839 -0.0339075 leaf_count=149 194 103 110 146 124 615 130 5566 178 334 6599 123 1148 1228 168 167 240 204 108 1236 173 169 1710 105 113 569 733 15766 517 281 internal_value=0 -0.0129435 -0.0203309 -0.0317569 -0.0371113 0.211008 0.125192 -0.0404444 -0.106247 -0.175807 -0.28087 0.485294 -0.00218632 -0.00751333 -0.0391316 0.00228167 -0.261086 0.0144034 0.210887 -0.0060998 0.237325 0.0172737 -0.0143495 0.133765 -0.0190698 -0.0477099 0.0647642 -0.0382846 0.0445783 -0.019956 internal_count=39006 38857 38663 37524 37414 1139 1036 37268 15858 12499 6933 253 21410 21286 783 20138 1468 18670 1178 17492 377 3359 3181 1011 17115 3012 1302 15879 903 798 Tree=592 num_leaves=31 split_feature=68 12 67 1 67 67 68 42 51 89 1 89 89 1 70 13 13 21 31 39 4 36 36 87 43 16 67 88 84 41 split_gain=13.2676 13.0876 12.907 12.442 12.8866 12.9363 12.5977 11.587 11.8067 10.3446 10.9383 10.2868 10.3674 9.66929 10.1321 10.2746 11.9841 10.1815 7.04589 6.654 6.30818 5.13977 6.16919 4.98108 4.88448 4.84092 4.67696 5.32761 4.61202 4.3464 threshold=4 10 5 3 4 6 5 1 2 5 4 3 2 2 4 0 1 0 0 0 1 2 1 0 1 2 3 4 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 18 -6 -7 -8 24 -10 -11 -12 -13 -14 -15 20 23 -18 -5 -19 -16 -22 25 29 -9 -23 -24 -28 -29 -17 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 19 -20 -21 21 22 26 -25 -26 -27 27 28 -30 -31 leaf_parent=0 1 2 3 18 5 6 7 24 9 10 11 12 13 14 20 29 17 19 18 19 21 25 26 23 24 25 27 28 28 29 leaf_value=0.0449127 0.0601309 0.0527696 0.0368078 0.0629692 0.0597056 0.0548819 -0.024578 -0.0187988 0.0503057 0.0458338 0.0314905 0.0174722 0.0224599 0.0373463 0.0149652 0.00549075 -0.0431084 0.0122036 0.00129585 -0.026388 0.0160888 -0.037675 0.0252548 -0.0238019 0.0483338 0.00793381 0.0401768 -0.00869394 -0.0229419 -0.0181807 leaf_count=236 158 148 344 166 103 115 3573 138 124 150 290 704 490 176 731 2259 6595 519 111 1977 543 106 173 1487 507 1739 130 11754 2319 1141 internal_value=0 -0.00437925 -0.00930376 -0.0148261 -0.0223685 -0.0299003 -0.0348749 -0.0401197 -0.0263055 -0.0341789 -0.0393183 -0.045241 -0.0530292 -0.0657098 -0.0755045 -0.082365 -0.170035 -0.293163 0.382599 -0.121768 -0.0461931 -0.0602362 -0.0710969 -0.0671855 0.366073 0.0476684 -0.09656 -0.104535 -0.110942 -0.0106385 internal_count=39006 38770 38612 38464 38120 37843 37740 37625 34052 33407 33283 33133 32843 32139 31649 31473 13978 9091 277 2496 17495 16764 16221 4887 645 1845 14376 14203 14073 3400 Tree=593 num_leaves=31 split_feature=52 7 16 63 61 39 70 42 7 38 36 61 61 56 39 69 8 84 21 49 41 88 84 67 47 31 75 35 40 28 split_gain=12.1 11.0232 9.38105 8.54543 7.61365 9.09788 6.68226 6.67095 6.58287 7.31602 5.18922 5.13508 5.65058 6.5095 6.33865 4.81288 6.93486 4.63368 4.57197 4.15112 4.06435 4.03852 4.03244 4.01052 4.99783 3.98452 8.20754 3.80151 3.76609 3.72873 threshold=5 0 2 0 0 0 4 3 1 1 2 1 2 1 0 1 1 0 0 1 0 0 0 2 0 1 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 21 4 5 17 -3 -8 15 -10 -11 -6 14 -14 -13 16 -9 23 29 27 22 -2 28 -4 -25 26 -17 -12 -15 -5 right_child=1 6 3 18 11 -7 7 8 9 10 19 12 13 20 -16 25 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=0 21 6 23 29 11 5 7 16 9 10 27 14 13 28 14 26 16 17 18 19 20 21 22 24 24 25 26 27 28 29 leaf_value=0.0673326 0.0446073 -0.0506032 0.0476503 0.0207533 -0.0110606 -0.0376022 -0.0570449 -0.0848887 -0.0136584 -0.0172914 -0.0512195 0.014761 0.0615813 0.0367004 -0.0335696 -0.00166376 -0.0109058 -0.0355135 -0.00831294 0.0189767 0.0266024 -0.0167522 -0.0362292 -0.0218105 0.00583888 -0.00126318 0.0654937 0.00677362 -0.002515 -0.0324089 leaf_count=108 385 126 144 256 3433 5333 146 111 523 404 188 581 139 156 940 420 883 1014 3161 3172 620 165 299 3137 2178 4136 194 181 624 5849 internal_value=0 -0.0128019 -0.0738415 -0.0900912 -0.040683 -0.134882 0.0457054 0.0533903 0.0602699 0.115645 0.148023 0.0381859 0.100058 0.173913 -0.0941438 -0.0170539 -0.200833 -0.0540953 -0.209452 0.168389 0.122303 0.308323 0.0116519 -0.0100948 -0.0370991 0.0237662 0.2323 -0.0917056 0.0863306 -0.294771 internal_count=39006 38898 28414 27864 18598 11806 10484 10358 10212 4468 3945 6792 3359 1838 1521 5744 994 6473 9266 3541 1699 550 1079 5459 5315 4750 614 369 780 6105 Tree=594 num_leaves=31 split_feature=14 6 42 77 52 7 13 86 75 82 79 65 41 33 84 65 24 52 39 69 69 7 9 85 48 71 31 25 78 69 split_gain=10.5767 9.58955 7.17314 6.48936 6.79387 7.13268 6.51027 7.15601 5.40152 5.68615 4.76775 4.52053 5.16159 3.88338 4.76836 3.74261 3.64173 5.25347 3.37143 3.16284 3.83802 4.82941 3.13613 4.09033 3.08746 3.7831 3.05767 2.86976 2.80463 3.07025 threshold=0 2 1 3 3 0 0 2 0 1 0 0 0 1 0 1 0 1 0 1 0 1 1 2 1 0 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 -2 -1 -4 -5 6 13 -8 9 -3 11 12 24 14 -6 -13 17 -15 22 -17 21 -21 -18 -24 -7 28 -10 -28 -26 -30 right_child=1 8 3 4 5 10 7 -9 26 -11 -12 15 -14 16 -16 19 18 -19 -20 20 -22 -23 23 -25 25 -27 27 -29 29 -31 leaf_parent=2 1 9 3 4 14 24 7 7 26 9 10 15 12 17 14 19 22 17 18 21 20 21 23 23 28 25 27 27 29 29 leaf_value=-0.0299587 0.0724514 0.0257014 0.0472812 0.06186 0.00662921 0.044034 0.0597977 -0.0248084 -0.0285527 -0.0344793 -0.0119937 0.00908439 -0.024784 0.0442239 0.057601 0.00258563 0.0395947 -0.000943089 -0.0412035 -0.0149716 0.0615373 0.0458455 0.0374538 -0.0200624 0.0389182 -0.0183189 0.00133705 0.0562745 0.0375155 0.00443748 leaf_count=2315 100 357 195 187 1129 135 217 7171 816 9221 1352 876 839 399 198 221 162 5441 1092 170 402 214 240 1717 196 427 703 161 247 2106 internal_value=0 -0.175751 0.0228821 0.0357589 0.0268205 0.019768 -0.044814 -0.202976 -0.209321 -0.296706 0.088423 0.117769 0.0574052 0.00484288 0.178614 0.227337 -0.0305811 0.0255228 -0.154448 0.340273 0.415988 0.236214 -0.0743282 -0.127847 0.0957753 0.072887 -0.00725193 0.11173 0.11313 0.0811052 internal_count=39006 11358 27648 25333 25138 24951 17766 7388 11258 9578 7185 5833 3950 10378 1327 1883 9051 5840 3211 1007 786 384 2119 1957 3111 2976 1680 864 2549 2353 Tree=595 num_leaves=31 split_feature=80 56 18 8 39 91 92 63 67 31 87 71 76 47 15 41 84 12 47 7 55 44 34 32 82 12 38 22 6 25 split_gain=9.92378 8.94139 7.83963 7.91637 7.64791 9.60364 8.08861 7.50263 6.54479 6.18653 6.14919 5.77078 5.48673 5.46993 5.51393 8.18087 7.74324 7.17093 6.10887 5.36839 5.35803 5.33376 5.29137 4.87806 4.5829 4.56358 4.41648 4.28421 4.28085 4.14858 threshold=1 2 2 5 0 0 2 9 3 8 2 5 4 10 0 0 1 1 6 0 1 1 0 0 1 2 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 5 7 -6 -5 -8 -9 -11 -12 -10 -14 17 18 -17 -15 -16 24 -19 -22 -18 -21 -13 -20 -7 -23 -29 -26 right_child=1 2 3 4 6 26 8 9 12 10 11 19 13 14 15 16 22 20 25 23 21 27 -24 -25 29 -27 -28 28 -30 -31 leaf_parent=0 1 2 3 7 6 26 8 9 12 10 11 24 13 17 18 16 22 20 25 23 21 27 22 23 29 25 26 28 28 29 leaf_value=-0.0230065 -0.0431496 -0.0380164 0.0573657 0.0344893 0.0595167 0.0227833 -0.0549795 0.0257657 0.0484531 0.0153963 0.0375627 -0.0345796 0.0410262 -0.0302751 0.0391697 0.0195354 -0.00203133 -0.0207178 -0.0192412 -0.0282001 0.0291456 -0.0305783 -0.0229631 -0.00245057 -0.00125862 0.00925831 -0.0247639 -0.0361711 0.00167714 -0.0271009 leaf_count=1453 1112 449 102 138 136 244 128 228 119 582 102 571 117 327 217 477 1831 381 232 2718 269 150 935 967 7551 5659 3425 135 6261 1990 internal_value=0 0.00779586 0.0103292 0.0128424 0.011064 -0.0329884 0.0330058 -0.0124452 0.0302815 -0.021349 -0.0309865 -0.0459367 0.0324281 0.0301106 0.0273489 0.0585842 -0.0260428 -0.00677979 0.0943786 -0.0525896 0.0030224 0.0136765 -0.0696104 -0.175297 -0.0309916 0.0835528 -0.210694 0.0052441 0.0114769 -0.0225398 internal_count=39006 37553 36441 35992 35890 18516 17374 14847 17238 14709 14481 13899 17110 16991 16874 9351 3243 7523 6108 13797 7196 6815 2766 3685 10112 5891 3669 6546 6396 9541 Tree=596 num_leaves=31 split_feature=13 84 25 31 33 7 32 69 36 70 76 42 44 24 66 85 21 47 23 15 61 47 8 16 26 47 13 13 11 25 split_gain=6.94673 7.49499 8.88018 6.6981 6.277 6.70141 12.2421 5.40626 5.35226 5.06198 4.80211 6.05103 7.19013 6.19837 9.4033 4.67362 4.58112 4.42129 8.22969 4.42445 5.29136 4.62069 4.29671 4.30643 4.20649 3.97259 3.86441 5.52128 3.8217 3.796 threshold=14 0 0 2 5 0 0 5 4 3 4 1 1 0 0 1 1 5 0 1 1 8 3 2 1 2 0 2 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 3 -2 -5 9 -7 -3 -9 -6 -11 16 -13 14 15 -14 -12 18 -15 20 -19 -21 -10 -24 -23 -26 -18 -28 -25 -4 right_child=1 7 29 4 5 6 -8 8 22 10 11 12 13 17 -16 -17 26 19 -20 21 -22 24 23 28 25 -27 27 -29 -30 -31 leaf_parent=0 3 7 29 4 9 6 6 8 22 10 16 12 15 18 14 15 26 20 18 21 20 24 23 28 25 25 27 27 28 29 leaf_value=0.0413466 -0.0233146 0.0302729 -0.0108561 0.0537602 0.0498306 -0.0218858 0.00444628 0.0480256 0.0414409 -0.0576263 0.0407732 -0.0321633 -0.0244464 0.052135 -0.0270241 0.00773366 -0.0102946 0.0124314 -0.00324712 0.038767 -0.0169447 0.0290606 -0.0314823 -0.0474168 -0.0107271 0.00389249 -0.018573 0.0210091 0.00467732 -0.0365183 leaf_count=139 1431 344 2901 120 128 3759 2389 111 136 123 218 542 217 164 2707 2525 375 298 219 119 936 191 307 103 811 6033 114 624 7091 3831 internal_value=0 0.00779777 -0.0141248 -0.00332541 0.0034153 0.00061789 -0.0881781 0.0604572 0.048764 0.0186788 0.0156393 0.0179906 0.00274134 0.0100428 -0.0938154 0.0168882 0.133448 0.0301439 0.228331 0.0211759 -0.0900531 0.03789 0.0419504 0.0355136 0.0315051 0.0235151 0.0917936 0.148799 0.0424909 -0.193506 internal_count=39006 38867 30775 24043 22612 22492 6148 8092 7748 16344 16216 16093 14762 14220 5449 2742 1331 8771 383 8388 1234 7154 7637 7501 7035 6844 1113 738 7194 6732 Tree=597 num_leaves=31 split_feature=75 80 8 14 59 8 75 61 13 84 41 24 87 91 14 67 79 13 87 71 14 71 10 31 84 16 19 55 85 25 split_gain=9.11798 6.50789 6.22209 5.95353 5.70868 5.94168 5.59892 5.32812 6.19506 5.28153 5.1503 4.64574 5.74289 4.55574 4.25667 3.98384 3.54005 3.51983 3.74208 4.14745 4.25213 3.7711 3.57353 3.44493 3.18312 3.15404 3.43975 3.45644 3.45061 3.14936 threshold=0 1 3 18 2 2 1 0 0 1 2 1 7 0 0 1 0 10 6 0 1 5 0 0 0 1 1 1 3 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 -4 -5 -6 14 11 10 -10 -9 15 -13 17 23 -7 -15 -14 -19 20 -20 -21 25 -2 -16 -22 -27 -28 -29 -11 right_child=6 2 3 4 5 7 -8 8 9 29 -12 12 13 16 24 -17 -18 18 19 21 22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_parent=1 23 2 3 4 5 15 6 10 9 29 10 12 17 16 24 15 16 18 20 21 25 21 22 23 24 26 27 28 28 29 leaf_value=-0.0367441 -0.009668 -0.0589256 0.0755377 0.0289834 -0.0385037 0.0466119 -0.039108 0.028292 -0.026237 -0.000846771 -0.0245786 0.0581721 0.0457582 0.0279641 -0.00925823 -0.00825777 -0.0233608 0.0405457 -0.023105 -0.0402388 -0.0344984 0.0158338 -0.0272171 -0.0451844 0.0313779 -0.0309291 0.0440825 -0.0294113 0.00785933 0.0174834 leaf_count=938 1808 294 105 803 745 203 4017 387 741 4023 5405 111 135 1451 763 3813 562 152 949 108 333 2057 1826 1488 336 283 164 204 3916 886 internal_value=0 0.0116808 0.0191836 0.0237418 0.0200876 0.0105364 -0.173641 0.0175553 -0.0517821 0.0077441 -0.195184 0.0541006 0.0845078 0.0738209 -0.0879067 -0.0568579 0.231085 0.046441 0.0369407 0.0254119 -0.020561 0.131041 0.0133863 -0.193095 0.0999572 0.0378075 0.055262 0.0761614 0.0539634 0.0458699 internal_count=39006 30594 29656 29362 29257 28454 8412 27709 11442 5650 5792 16267 12251 12140 4395 4016 2013 10127 9992 9840 7675 2165 6726 3296 1099 4900 4567 4284 4120 4909 Tree=598 num_leaves=31 split_feature=33 10 75 15 7 33 24 84 14 66 71 85 70 66 65 17 24 23 33 41 63 61 69 85 13 7 91 23 32 47 split_gain=25.4049 5.59244 4.08484 3.49774 3.00521 2.15299 2.07909 1.768 2.1706 1.79253 1.68829 1.65942 1.60816 1.42868 1.3017 1.40242 1.20059 1.09937 0.815612 1.11966 0.740873 0.725565 0.724244 0.759138 0.752205 0.639933 0.474975 0.462941 0.442487 0.720958 threshold=0 0 0 0 1 1 0 0 0 0 1 0 1 2 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=22 2 3 4 6 -5 27 8 9 26 -7 14 -4 -11 15 -12 -15 -10 -3 25 21 -14 23 24 -1 -20 -6 -2 -26 -30 right_child=1 18 12 5 7 10 -8 -9 17 13 11 -13 20 16 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 28 -27 -28 -29 29 -31 leaf_parent=24 27 18 12 5 26 10 6 7 17 13 15 11 21 16 14 15 16 17 25 19 20 21 22 23 28 25 26 27 29 29 leaf_value=-0.00854511 0.0683075 -0.0506791 0.00958645 -0.0344922 0.0138789 0.0270009 0.0102529 -0.0280501 0.0111791 0.016687 0.021872 -0.0399644 -0.0026395 -0.00576294 -0.0236448 -0.0140707 -0.0485614 0.0500814 0.00359778 -0.0446623 -0.0542606 -0.0375473 -0.050255 -0.0467144 -0.0180645 -0.0274869 0.0372676 0.0445079 -0.0206686 -0.0446033 leaf_count=1374 147 1851 247 1617 429 252 263 275 128 227 292 294 251 255 176 146 316 360 321 429 473 299 10080 7888 1422 236 243 341 1984 6390 internal_value=0 0.0133797 0.0604717 0.104259 0.191764 -0.0312248 0.393556 0.108684 0.14446 0.0601608 0.0280557 -0.0436027 -0.211937 -0.0815214 0.0184371 0.0982625 -0.214224 0.365881 -0.286305 -0.217564 -0.322107 -0.225898 -0.41462 -0.376015 -0.319828 -0.0984091 0.210378 0.53021 -0.354821 -0.386657 internal_count=39006 9868 7031 5761 2984 2777 751 2233 1958 1470 1160 908 1270 798 614 438 571 488 2837 986 1023 550 29138 19058 11170 557 672 488 9796 8374 Tree=599 num_leaves=31 split_feature=56 60 59 59 10 14 16 14 41 41 69 41 10 10 10 92 28 11 88 65 10 63 47 59 79 17 61 37 66 61 split_gain=13.3831 11.2501 10.5324 9.97419 9.46305 9.24539 12.5828 11.4079 8.35862 5.77292 6.32829 6.29263 5.50688 5.63606 5.74866 5.09366 4.68735 4.40716 5.51171 4.19622 4.13818 3.87584 7.46485 4.25029 5.02631 5.30713 4.07908 3.93505 6.45583 3.99817 threshold=5 1 12 10 8 0 1 1 0 1 0 2 10 7 9 1 1 1 0 0 0 0 3 2 0 2 0 0 6 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 20 -3 -4 -5 8 17 -8 12 10 -10 -11 -6 -14 -15 -9 -13 -7 -19 -18 -2 23 -23 -16 25 -25 -26 28 -24 -30 right_child=1 2 3 4 5 6 7 15 9 11 -12 16 13 14 21 -17 19 18 -20 -21 -22 22 27 24 26 -27 -28 -29 29 -31 leaf_parent=0 20 2 3 4 12 17 7 15 10 11 10 16 13 14 23 15 19 18 18 19 20 22 28 25 26 25 26 27 29 29 leaf_value=0.0619278 0.00214216 0.0423969 0.0431191 0.0428138 0.0500696 -0.0327663 -0.0065342 0.0193331 0.00735137 -0.000786713 -0.0147044 0.0409369 0.0404555 0.0429041 -0.0444842 -0.038072 0.025833 0.051159 -0.00480756 0.00442944 0.0343794 0.0444376 0.0622079 0.0286383 0.0182463 -0.0187801 -0.0141271 -0.0201173 0.0258567 -0.00925682 leaf_count=175 387 587 218 537 199 187 4372 158 2052 1281 1680 306 332 280 226 5410 719 471 221 851 1197 479 229 302 726 9965 665 1564 556 2674 internal_value=0 0.00242163 -0.0112769 -0.0187528 -0.0257189 -0.0323725 -0.134905 -0.187228 -0.00317633 0.0535647 -0.0262346 0.111523 -0.0644564 -0.0728875 -0.083254 -0.344324 0.184419 0.216413 0.307703 0.138004 0.242444 -0.0933222 -0.0112729 -0.136538 -0.117283 -0.165023 0.0389566 -0.0547171 0.023326 -0.0246809 internal_count=39006 38831 37247 36660 36442 35905 10819 9940 25086 6889 3732 3157 18197 17998 17666 5568 1876 879 692 1570 1584 17386 5502 11884 11658 10267 1391 5023 3459 3230 Tree=600 num_leaves=31 split_feature=44 42 42 44 49 49 55 32 71 13 31 17 16 31 85 23 78 25 61 3 44 25 23 24 47 24 85 14 66 14 split_gain=7.5234 7.15718 6.02238 6.69965 7.00025 5.8429 6.17902 5.74634 7.37755 5.46089 5.8686 5.50011 6.45358 5.85438 4.95604 4.89785 5.75811 4.96743 5.1872 4.80557 4.61727 4.6125 4.49304 4.38407 4.12554 3.90069 5.52875 4.81871 5.85225 3.96393 threshold=3 3 5 1 4 5 3 0 2 2 0 0 1 4 5 1 3 1 1 0 2 0 0 0 4 1 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 22 -3 24 -5 -6 -7 9 -9 10 -8 15 21 -14 -10 -11 -17 18 -18 -16 -19 -13 -2 -12 -4 26 -22 28 -28 -29 right_child=1 2 3 4 5 6 7 8 14 11 23 12 13 -15 19 16 17 20 -20 -21 25 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_parent=0 22 2 24 4 5 6 10 8 14 15 23 21 13 13 19 16 18 20 18 19 26 21 22 23 24 25 28 29 28 29 leaf_value=0.0477995 -0.00496011 0.040518 -0.0380687 0.0323163 0.0350408 0.0649347 -0.00365432 0.0208359 0.0452506 -0.0155458 0.0786094 0.0276253 0.0330908 -0.0248588 -0.022811 0.0639646 0.0845801 0.0436849 0.0134115 -0.000190472 -0.0191778 -0.0375695 0.0541818 0.0195855 0.0157655 -0.0068258 0.0894353 0.0154656 0.018166 -0.0434461 leaf_count=125 191 166 136 175 109 170 928 868 172 3244 136 457 106 5159 9765 106 240 101 827 2132 854 302 267 231 1492 8362 123 236 1269 557 internal_value=0 -0.0138783 -0.02136 -0.0266548 -0.0432975 -0.0513398 -0.0575973 -0.0614165 -0.13938 -0.0290365 0.18615 -0.0448155 -0.151466 -0.212851 -0.171141 -0.0103986 0.0194063 0.00952749 0.283561 -0.184125 -0.0100687 0.136112 0.337393 0.425992 0.126185 -0.0220361 0.0783356 0.155544 0.237163 -0.130816 internal_count=39006 38881 38423 38257 36629 36454 36345 36175 12937 23238 1295 21943 6024 5265 12069 15919 12675 12569 1067 11897 11502 759 458 367 1628 11401 3039 2185 1392 793 Tree=601 num_leaves=31 split_feature=18 46 18 12 46 46 68 1 14 1 18 70 82 46 24 89 4 4 89 43 32 41 24 10 24 34 63 31 76 42 split_gain=13.0214 13.3236 12.1782 11.6805 11.5948 11.5202 11.7091 10.8956 10.8643 9.83087 8.91529 8.92407 8.10291 8.09619 7.58012 7.60003 7.45175 6.828 6.78711 6.88883 9.11198 7.12503 6.10593 5.95769 7.3723 6.19203 5.89532 4.84827 4.83253 4.97986 threshold=4 2 3 10 4 5 4 3 0 4 2 4 1 1 4 3 1 2 2 0 0 0 0 0 1 0 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 9 -9 27 -12 -10 -14 -13 26 23 -18 -19 20 -20 28 -15 24 -17 -25 -16 -11 -21 -30 right_child=1 2 3 4 5 6 7 8 12 10 11 14 13 22 15 16 17 18 19 21 -22 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_parent=0 1 2 3 4 5 6 7 9 12 27 11 14 13 22 26 24 17 18 20 28 20 21 22 25 24 25 26 27 29 29 leaf_value=0.0619065 0.028135 0.0456671 0.0597686 0.0436619 0.0510617 0.0418911 0.0346802 0.0488291 0.0144473 0.0563583 0.0406275 -0.0372382 0.0211019 -0.0101242 0.0618116 0.0326271 0.0464613 0.0155261 -0.00690911 -0.0356458 -0.0245183 -0.0117138 -0.0313256 -0.000486595 -0.0219331 0.0600348 0.000615019 0.00768694 -0.0327013 0.0138502 leaf_count=116 539 218 147 160 119 202 310 133 487 177 153 1246 303 3457 111 143 127 514 11825 162 4961 2700 6817 142 371 229 108 173 308 2548 internal_value=0 0.000571746 -0.0102388 -0.0164096 -0.0209691 -0.0270884 -0.0323316 -0.0387438 -0.0458264 -0.0214239 -0.0274036 -0.0360299 -0.159456 -0.197945 -0.0425271 -0.0350183 -0.0424076 -0.0551295 -0.0598996 -0.0714583 -0.103548 0.01143 -0.230145 0.15755 0.00249911 0.376835 0.308702 0.296779 0.0880981 0.112105 internal_count=39006 38890 38351 38133 37986 37826 37707 37505 37195 26131 25998 25648 11064 10577 25495 24249 24030 23145 23018 22504 16786 5718 10274 885 514 371 219 350 3018 2856 Tree=602 num_leaves=31 split_feature=52 52 58 52 87 87 42 0 46 42 12 83 52 19 39 21 16 58 58 6 69 67 66 67 70 10 31 24 62 61 split_gain=11.2103 11.4551 11.471 10.0214 10.1689 14.4529 9.06465 7.89772 7.13608 6.98353 5.87607 6.33368 5.42266 5.01455 5.93994 5.42754 4.72088 5.43301 5.1941 4.50625 4.49236 4.38228 4.23066 4.6315 4.23294 4.44896 4.0811 3.99759 3.95511 3.80053 threshold=3 5 4 4 0 1 1 4 2 2 3 1 2 0 4 4 1 2 1 1 0 1 9 3 3 0 2 4 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 6 12 -5 -8 -9 -10 -11 -12 -6 14 -13 -15 -16 -18 20 -17 -19 -7 -20 -24 -25 29 -23 -14 -21 -26 right_child=1 2 3 4 5 21 7 8 9 10 11 13 27 15 16 19 17 18 22 28 -22 26 23 24 25 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 6 12 21 7 8 9 10 11 14 27 15 16 19 17 20 22 28 20 26 23 24 29 25 26 27 28 29 leaf_value=0.0440163 0.0632658 0.0504401 0.0506876 -0.0300129 0.0426465 0.00195327 0.0488219 -0.0386533 -0.0434962 0.0370334 -0.0497272 -0.04436 0.0403429 0.0457588 0.018821 -0.0405802 0.0426693 0.0404827 0.0362258 -0.0361486 -0.00421581 0.0070539 0.0370729 -0.0484275 -0.00571673 -0.0166102 -0.041218 -0.00764732 -0.00294905 0.00696185 leaf_count=328 110 168 164 2049 230 347 162 403 637 263 345 455 351 186 1426 545 191 515 154 367 282 219 156 108 6660 4108 5608 5557 3163 3749 internal_value=0 -0.0143857 -0.020211 -0.0274706 -0.0337833 -0.144056 -0.0023769 0.0109445 0.00337975 0.011879 0.0192952 0.0112203 -0.0208103 0.0173671 0.0434627 -0.0786095 0.0512099 0.0289713 0.0187244 -0.102259 0.241398 -0.324227 0.000776181 -0.00895506 -0.0193706 -0.0113831 -0.372446 -0.052179 -0.0660442 0.0142765 internal_count=39006 38678 38568 38400 38236 12312 25924 23875 23713 23310 22673 22410 6138 22065 17804 4261 17349 15923 15732 4075 797 6174 14935 14781 14625 14517 5827 5908 3530 10409 Tree=603 num_leaves=31 split_feature=42 14 75 87 9 48 34 16 9 4 86 78 65 34 73 16 16 90 47 65 65 23 74 69 25 24 43 7 66 78 split_gain=10.8417 7.55103 11.1639 5.8945 5.74779 7.11143 5.77736 5.38667 5.13511 6.1117 5.12644 4.68261 4.19801 3.8784 3.79798 4.23119 3.77156 3.64718 4.49986 3.54497 5.05191 3.4072 3.26706 3.41592 3.35326 3.25386 4.89761 6.31456 3.04284 3.03516 threshold=1 0 0 3 2 1 0 4 1 1 3 3 0 1 2 2 3 1 6 1 2 0 0 2 1 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 -3 -2 5 -5 7 -6 -9 -10 -11 -12 -8 19 -13 -16 -17 -18 -19 -14 -21 -4 24 -24 28 26 29 -28 -20 -26 right_child=1 2 21 4 6 -7 12 8 9 10 11 14 13 -15 15 16 17 18 22 20 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_parent=0 3 2 21 5 7 5 12 8 9 10 11 14 19 13 15 16 17 18 28 20 20 21 23 23 29 25 27 27 28 29 leaf_value=-0.0355489 -0.0485751 -0.0288234 -0.041612 0.10363 0.0423901 0.0165954 -0.0288518 0.0237416 0.0411095 0.0505761 0.0435237 -0.0328972 -0.013103 -0.023828 0.0198864 0.024435 0.0180137 0.0400081 -0.0256183 -0.00320475 0.0658906 0.0195399 0.049277 0.000359026 0.0286115 -0.0219278 -0.00903287 0.0623135 0.0388759 -0.0133101 leaf_count=3591 615 8523 393 103 164 520 2859 1175 499 156 148 579 691 1427 532 223 627 304 402 347 275 1125 154 2654 205 6277 506 139 445 3348 internal_value=0 0.00250731 -0.1477 0.0282788 0.0351662 0.34759 0.0239684 0.0474109 0.0370293 0.0179224 0.00522718 -0.00340749 -0.131412 -0.00290131 -0.0125627 -0.00205355 -0.0211036 -0.0351746 -0.0528396 0.141166 0.324731 0.130387 -0.0640507 0.0342284 -0.102491 -0.120456 -0.0643203 0.226109 0.197763 -0.109402 internal_count=39006 35415 10041 25374 24759 623 24136 18537 18373 17198 16699 16543 5599 2740 16395 15816 15284 15061 14434 1313 622 1518 14130 2808 11322 10475 4198 645 847 3553 Tree=604 num_leaves=31 split_feature=6 8 46 1 71 63 14 29 40 40 57 56 71 13 56 76 41 63 67 61 47 73 24 67 61 0 13 63 35 31 split_gain=8.74199 8.06357 8.20604 7.65868 8.30219 7.75585 6.97761 6.67613 5.77781 6.22976 6.52116 5.78783 5.41529 5.17163 4.85196 4.71733 4.56606 4.50127 4.31431 4.70812 4.18428 4.17686 4.09378 3.881 7.67742 4.0468 6.05792 5.08692 6.08952 6.20438 threshold=2 5 2 2 10 1 0 1 2 1 2 1 6 8 2 4 1 0 2 0 1 2 0 1 0 1 0 0 2 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 6 16 -7 17 -10 -11 -12 -13 -14 -15 -16 -6 -9 19 -17 -8 22 -20 24 -23 26 -25 28 -27 -30 right_child=1 2 3 4 5 7 20 8 9 10 11 12 13 14 15 18 -18 -19 21 -21 -22 23 -24 25 -26 27 -28 -29 29 -31 leaf_parent=0 1 2 3 4 16 7 20 17 9 10 11 12 13 14 15 19 16 17 22 19 20 24 22 26 24 28 26 27 29 29 leaf_value=-0.0458586 0.05245 -0.0415748 -0.0483895 0.039877 0.00264036 -0.0170889 -0.018677 -0.0318033 -0.00614642 -0.043933 -0.0151171 0.0351763 0.0238153 -0.0387176 0.0468889 -0.0491007 -0.0176308 0.00972888 -0.0148148 0.00927938 0.00459351 -0.0343395 0.0276095 -0.00242412 0.00621894 -0.0249435 0.0219256 0.00912432 -0.0505994 0.00248511 leaf_count=588 118 527 690 143 839 1881 313 616 3321 361 1668 175 377 653 126 212 3841 208 336 156 1661 575 418 710 598 465 1009 3380 188 12853 internal_value=0 0.00675703 0.00484205 0.0072499 0.00918533 0.00652991 -0.0641005 0.0203061 0.0255412 0.0296743 0.0404051 0.0427904 0.0480525 0.0448229 0.0399262 0.0420584 -0.134377 -0.189788 0.0399737 -0.235761 0.0122187 0.0429395 0.202616 0.0379278 -0.100697 0.04346 0.133927 0.034268 0.0140574 0.0211447 internal_count=39006 38418 38300 37773 37083 36940 6654 30286 28405 27581 24260 23899 22231 22056 21679 21026 4680 824 20900 368 1974 20532 754 19778 1173 18605 1719 16886 13506 13041 Tree=605 num_leaves=31 split_feature=42 91 31 56 0 91 63 65 67 69 87 20 14 71 87 77 69 15 63 39 54 72 14 75 23 84 13 2 84 88 split_gain=6.94778 7.28911 6.00754 6.1389 5.7857 5.37388 5.30839 5.17225 4.91373 4.88427 4.87736 4.73255 4.96763 7.69611 4.93946 4.66897 4.525 4.09323 4.00687 3.90607 5.7132 5.38962 5.2877 5.11767 7.40335 4.4814 5.16598 4.35846 4.32884 6.48353 threshold=4 0 3 2 3 1 15 4 2 0 0 2 4 0 9 2 4 0 0 0 2 2 3 0 8 0 4 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 -4 -5 16 -6 -8 18 -7 -11 17 13 -13 -14 -16 -3 -10 -9 20 -17 -22 -23 24 -24 26 -26 -21 -27 -30 right_child=1 5 3 4 6 9 7 8 11 10 -12 12 14 -15 15 19 -18 -19 -20 27 21 22 23 -25 25 28 -28 -29 29 -31 leaf_parent=0 2 16 3 4 6 9 7 18 17 10 10 13 14 13 15 20 16 17 18 27 21 22 24 23 26 28 26 27 29 29 leaf_value=0.0312619 -0.0213443 0.038047 -0.0410597 -0.03016 0.039731 -0.0420584 -0.0316718 -0.0503517 0.0476409 -0.0289103 0.0173817 0.0467918 0.0340128 0.00116843 -0.0327471 -0.0477495 -0.0057371 0.0093032 0.00368291 0.0191085 0.0136211 0.0140792 0.0579282 -0.0193314 0.0344121 -0.00423758 -0.00918929 0.00359295 0.00884089 0.0616174 leaf_count=250 1017 145 786 373 102 1890 357 311 190 891 373 167 120 270 463 396 5153 494 200 867 803 450 148 2794 105 932 7126 11236 485 113 internal_value=0 0.00941719 0.0211949 0.0256665 0.0281709 -0.0868929 0.0313114 0.0286905 0.0314158 -0.240184 -0.0831288 0.0344639 0.0299707 0.208946 0.0247085 0.0216522 -0.0368267 0.22966 -0.264285 0.0242875 -0.012779 -0.00601381 -0.0271705 -0.0473609 -0.0221698 -0.0325395 -0.0761437 0.0452099 0.0555346 0.169952 internal_count=39006 38756 30304 29287 28501 8452 28128 28026 27669 3154 1264 27158 26474 437 26037 25917 5298 684 511 25454 13351 12955 12153 11703 8909 8761 7231 12103 1530 598 Tree=606 num_leaves=31 split_feature=48 41 61 14 13 24 78 61 84 84 65 59 47 21 67 75 57 8 59 84 87 25 2 87 24 24 35 41 42 71 split_gain=8.45538 6.84215 6.94637 6.79768 7.94137 5.72214 6.02645 5.14681 8.29614 8.83651 6.12111 4.43985 8.22075 8.86188 6.59277 7.06127 4.85685 4.69929 4.34096 4.1846 3.65753 3.83699 4.06948 3.71051 4.48926 4.92696 4.68782 5.78768 4.11323 4.40532 threshold=1 3 0 0 0 9 2 1 0 1 1 0 0 0 2 0 1 2 0 4 6 0 0 0 1 3 0 0 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 5 4 -4 -3 -7 -5 -9 -10 -11 14 13 -13 -8 16 -16 -18 -12 -19 -21 23 -23 28 -25 -26 27 -27 -22 -30 right_child=1 2 3 7 -6 6 11 8 9 10 18 12 -14 -15 15 -17 17 19 -20 20 21 22 -24 24 25 26 -28 -29 29 -31 leaf_parent=0 1 5 4 7 4 6 14 8 9 10 18 13 12 13 16 15 17 19 18 20 28 22 22 24 25 27 26 27 29 29 leaf_value=-0.02316 0.0358055 0.0558479 -0.0358366 0.0170099 -0.00694392 0.0480078 0.0676425 -0.0323044 -0.0370232 0.0677812 -0.00949478 0.047845 -0.00659426 -0.0136009 -0.0433924 -0.0236509 -0.0544165 0.0536228 0.0479711 0.0380065 0.0504432 0.0241616 -0.0409721 -0.0129126 -0.0148534 0.0117251 -0.0176232 0.0450692 0.0168835 -0.0131166 leaf_count=4028 706 124 5344 1781 4140 452 206 1553 446 209 463 1087 1962 741 445 2904 228 100 111 166 116 564 395 1326 448 1718 394 302 606 5941 internal_value=0 0.00874326 0.000644083 -0.0750709 -0.155329 0.0394584 0.0324029 0.0306627 -0.0761221 0.0955155 0.25981 0.0236709 0.154931 0.323978 0.00130237 -0.00625601 0.0177465 0.0270399 0.0882705 0.0342965 0.0268495 0.0174627 0.185128 -0.0038337 0.0521861 0.099095 0.146542 0.187813 -0.0733012 -0.0900276 internal_count=39006 34978 34272 14047 9484 20225 20101 4563 2782 1229 783 19649 3790 1828 15859 15653 12749 12304 574 12076 11976 11810 959 10851 4188 2862 2414 2020 6663 6547 Tree=607 num_leaves=31 split_feature=33 65 38 33 33 33 33 42 33 53 7 7 24 33 31 33 47 39 53 85 74 13 32 47 23 24 14 66 61 47 split_gain=26.4534 5.50154 4.48927 3.98134 3.67579 4.02247 4.74026 3.46985 2.28401 1.63826 1.71691 1.55816 1.36116 1.2631 1.1867 1.07845 0.991408 0.85675 0.977401 1.18716 1.1227 0.788153 1.31956 0.651872 0.545595 0.777921 0.461145 0.315461 0.612256 0.0985763 threshold=0 0 2 1 4 3 2 1 5 0 0 0 0 6 0 7 0 0 0 0 0 0 0 1 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=17 2 -2 14 -5 11 12 -8 -9 10 -3 -6 -7 -10 16 -15 -4 18 19 20 24 22 -11 -18 -1 -26 27 29 -29 -17 right_child=1 9 3 4 5 6 7 8 13 21 -12 -13 -14 15 -16 26 23 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=24 2 10 16 4 11 12 7 8 13 22 10 11 12 15 14 29 23 17 18 19 20 21 22 23 25 25 26 28 28 29 leaf_value=-0.00123701 -0.0551405 0.0255403 -0.0193765 -0.0214121 -0.02751 0.0100402 -0.00957878 0.000119745 0.0139047 -0.0477819 -0.0276211 0.0113893 -0.0290767 0.0180484 -0.0419862 0.0481539 -0.00812816 -0.0490888 -0.0503124 -0.0467847 -0.0503103 -0.0517612 0.000405257 0.0263175 -0.0378859 -0.00268546 0.0592875 0.0242099 0.0492807 0.0604298 leaf_count=1341 185 356 1213 165 152 342 125 107 121 893 317 120 531 119 1152 350 440 14028 6566 3233 1630 1165 456 638 1438 911 331 214 206 161 internal_value=0 0.0275691 0.0800745 0.10165 0.155311 0.193736 0.254258 0.329259 0.381185 -0.237925 -0.0335632 -0.0896314 -0.0727602 0.424089 -0.131218 0.459291 -0.0623165 -0.415565 -0.359952 -0.301929 -0.216471 -0.360947 -0.237269 0.0942554 -0.145593 -0.238026 0.493813 0.447122 0.390937 0.529979 internal_count=39006 9859 6672 6487 3044 2879 2607 1734 1609 3187 673 272 873 1502 3443 1381 2291 29147 15119 8553 5320 2514 1349 1078 3690 2349 1262 931 420 511 Tree=608 num_leaves=31 split_feature=59 56 59 60 39 39 31 72 8 71 71 92 3 54 77 34 66 31 21 61 91 66 23 65 43 24 14 19 59 59 split_gain=13.5709 11.3979 9.50868 9.39783 8.50883 12.9479 7.31577 6.5818 6.13092 5.84437 9.40982 6.88502 5.15593 4.97141 5.54793 5.58565 5.62938 5.55055 4.96422 5.01551 4.8712 5.0357 4.49343 4.39467 4.70458 4.0825 3.98592 3.78522 3.70226 6.38674 threshold=12 5 10 1 0 1 0 2 1 0 1 1 3 1 1 2 0 1 0 0 2 2 4 2 0 0 3 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 25 7 18 28 -5 -8 11 23 -9 -13 -14 -15 -16 17 -17 -6 -20 -18 -22 -19 -11 -25 -4 -23 -12 -7 -30 right_child=1 2 3 4 5 6 8 9 -10 10 27 12 13 14 15 16 20 22 19 -21 21 26 -24 24 -26 -27 -28 -29 29 -31 leaf_parent=0 1 2 25 7 18 28 8 11 8 23 27 12 13 14 15 17 20 22 19 19 21 26 22 24 24 25 26 27 29 29 leaf_value=0.0483775 0.0612948 0.045886 0.0324239 -0.0249596 -0.0088533 -0.0375326 0.0481568 0.0309098 -0.0110716 -0.0302638 -0.042303 0.0445677 0.0169295 -0.0237391 0.0359831 0.0243817 0.0378219 -0.0630915 0.0286836 0.000726139 -0.0163216 -0.0543811 -0.010689 -0.00561262 0.0218787 0.000703872 0.00911698 -0.0104955 -0.04129 0.00434515 leaf_count=660 137 205 1155 1120 4502 7696 197 598 1764 216 1218 263 1553 839 376 545 255 145 762 1601 925 274 3103 1334 779 379 4794 424 829 360 internal_value=0 0.00105052 -0.00446288 -0.0105921 -0.0233193 -0.0957206 -0.213245 0.0142696 -0.0364442 0.0263897 -0.0759739 0.0554059 0.0377036 0.028885 0.00364478 0.0230026 0.00793579 -0.089943 0.00738996 0.0983196 0.0625282 0.0397125 -0.134031 0.0312938 0.0776698 0.212854 0.0790567 -0.277833 -0.296111 -0.158645 internal_count=39006 38346 38209 38004 36470 17711 10846 18759 1961 17640 3971 13669 13071 12808 11255 10417 10041 3793 6865 2363 6248 5993 3248 2329 2113 1534 5068 1642 8885 1189 Tree=609 num_leaves=31 split_feature=44 42 16 49 78 80 61 77 61 38 29 78 59 23 53 30 75 61 15 69 14 41 24 72 16 35 27 38 87 31 split_gain=7.84564 7.48508 6.28173 6.97128 5.98673 5.29618 6.11235 8.0909 6.13872 4.48221 4.29416 4.30043 5.44165 3.79748 4.39375 3.78579 3.85055 5.03587 3.7201 3.97815 3.71628 3.59583 4.37476 3.57604 3.54804 3.65021 4.4024 4.35028 6.75983 4.46143 threshold=1 5 4 4 4 1 0 1 1 1 1 1 0 0 0 1 0 2 2 1 0 0 0 2 1 0 1 1 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=20 -2 -3 -4 -5 13 10 9 18 -8 -7 12 -12 14 -6 -10 -17 -18 19 -9 -1 -11 -23 -13 -25 26 -26 28 -28 -29 right_child=1 2 3 4 5 6 7 8 15 21 11 23 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 24 25 -27 27 29 -30 -31 leaf_parent=20 1 2 3 4 14 10 9 19 15 21 12 23 12 13 14 16 17 17 18 19 20 22 22 24 26 25 28 29 28 29 leaf_value=0.0222113 0.0452323 0.0368615 0.0318345 0.0595395 0.0772227 -0.0287067 -0.0407148 0.0638805 0.0159363 0.00777383 0.0370287 -0.0240398 -0.0198582 0.00447836 0.00313178 -0.0359198 0.0145966 -0.0308221 -0.0119966 0.000838756 -0.00388787 0.0965433 0.0155862 0.0138401 -0.0490835 -0.0162512 -0.000264298 0.0265572 0.0665862 -0.00379732 leaf_count=1272 161 259 175 130 102 1436 124 183 324 499 571 916 211 952 232 6005 522 743 5487 695 432 119 149 1292 654 2923 431 414 195 11399 internal_value=0 -0.0290398 -0.0353376 -0.0417183 -0.0497879 -0.0537421 -0.066066 -0.136557 -0.169842 0.172248 -0.0264024 -0.0146268 0.207009 0.130512 0.433454 -0.263019 -0.288309 -0.125869 -0.0771261 0.16668 0.149797 0.273254 0.555245 -0.0291227 -0.0156503 -0.0351515 -0.0078123 0.00274808 0.253367 -0.0178039 internal_count=39006 37302 37141 36882 36707 36577 35291 14850 13959 891 20441 19005 782 1286 334 7594 7270 1265 6365 878 1704 767 268 18223 17308 16016 13093 12439 626 11813 Tree=610 num_leaves=31 split_feature=57 18 57 67 67 18 84 88 1 13 13 19 13 69 57 76 19 7 16 1 41 85 24 23 86 5 34 70 17 71 split_gain=13.7001 11.6471 10.9764 10.6059 10.2952 10.6425 10.8101 9.24678 10.3325 8.62995 15.0646 8.21842 7.34318 7.49093 7.02785 6.83435 6.51787 5.70373 5.5592 5.38881 5.24968 5.24652 5.96988 4.75066 5.05455 4.78445 4.44382 4.24346 4.09198 4.00952 threshold=4 4 8 5 3 3 0 0 3 0 1 0 2 2 3 1 1 0 1 2 0 0 0 9 3 1 3 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 7 8 -7 14 27 29 13 -12 -10 -9 -13 26 -19 -16 -18 22 28 -21 -25 -26 -17 -11 -20 -8 right_child=1 2 3 4 5 6 11 15 9 10 12 16 -14 -15 19 17 20 18 21 23 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 8 29 15 14 27 13 16 12 13 19 26 20 18 28 23 20 21 22 24 25 25 26 27 28 29 leaf_value=0.0452923 0.0575576 0.0664051 0.0478002 0.0312185 0.0431153 0.0546293 -0.0152451 -0.0292783 0.0453434 0.0389258 0.0646828 -0.0200634 -0.0453077 -0.0208348 0.0305413 -0.0420338 0.0135319 -0.00943484 0.0404356 0.0307164 -0.0125362 0.00431618 0.0550045 -0.0516327 0.0327438 -0.00350107 0.00695281 -0.00343195 -0.0105762 -0.0356177 leaf_count=307 119 108 149 384 203 137 2350 347 126 121 102 1329 5767 1412 231 241 755 262 214 211 506 445 439 111 177 12488 3854 2932 223 2956 internal_value=0 -0.00479289 -0.00942952 -0.0132251 -0.0182816 -0.0256528 -0.0312881 -0.00382035 -0.0337409 -0.0410709 -0.14661 -0.127659 -0.322308 -0.111366 -0.00699879 0.0934251 -0.0425877 0.117091 0.234542 -0.0154121 0.0392569 0.299413 0.393488 -0.0248396 -0.0331069 -0.0269129 0.0481653 -0.00021787 0.153952 -0.234312 internal_count=39006 38699 38580 38472 38323 37939 37736 29840 23815 23678 10334 7896 7281 1514 13344 6025 2590 5678 1583 13218 1261 1321 876 12987 12776 12665 4095 3053 437 5306 Tree=611 num_leaves=31 split_feature=66 42 83 0 76 63 46 35 63 13 13 8 13 73 73 43 41 61 23 72 19 31 36 85 61 61 37 6 23 24 split_gain=10.4398 7.80486 7.55256 7.34294 6.76762 6.76459 7.01329 6.85313 6.4437 6.11721 7.57896 6.6961 6.69481 6.59457 5.99383 5.96097 5.87956 5.80822 5.78775 5.26733 5.05712 4.68404 4.3279 4.14039 4.39279 3.91366 3.75125 3.72647 3.69689 3.80165 threshold=0 2 1 4 2 0 1 0 1 0 1 1 2 2 1 0 2 0 0 1 0 0 1 0 0 1 0 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=17 -2 -3 21 -5 6 18 8 -7 13 11 -11 -12 -8 -15 19 -17 -1 -6 -16 -14 -4 -21 -13 -25 -19 -26 -9 -24 -30 right_child=1 2 3 4 5 7 9 27 -10 10 12 23 20 14 15 16 -18 25 -20 22 -22 -23 28 24 26 -27 -28 -29 29 -31 leaf_parent=17 1 2 21 4 18 8 13 27 8 11 12 23 20 14 19 16 16 25 18 22 20 21 28 24 26 25 26 27 29 29 leaf_value=-0.0276704 -0.0432739 -0.0445691 0.0114475 0.0362649 0.0276933 -0.00498599 0.0507421 -0.0290679 -0.0347505 -0.0377706 0.0052841 0.000751873 -0.0387474 0.0342464 -0.0199619 0.0558773 -0.0169743 -0.0245866 -0.0367433 -0.00892511 0.0181548 0.0727075 0.0314831 -0.00948181 0.0502528 0.000356782 0.0063129 0.00345461 0.0417372 0.00934518 leaf_count=9380 595 348 141 245 115 2608 297 287 3244 180 829 955 2659 671 405 119 1214 2910 487 482 183 117 912 334 275 2830 157 3061 197 2769 internal_value=0 0.0202669 0.0270452 0.0334248 0.0255938 0.0173003 0.0571773 -0.0544926 -0.176623 0.073402 -0.0207692 0.0973579 -0.158426 0.118602 0.101136 0.0744097 -0.109366 -0.134296 -0.227377 0.113178 -0.305646 0.412908 0.137551 0.153551 0.279954 -0.0570111 0.377442 0.0120104 0.167322 0.123089 internal_count=39006 23886 23291 22943 22685 22440 13240 9200 5852 12638 5572 1901 3671 7066 6769 6098 1333 15120 602 4765 2842 258 4360 1721 766 5740 432 3348 3878 2966 Tree=612 num_leaves=31 split_feature=16 24 87 58 61 77 0 31 42 83 78 66 9 35 47 28 52 31 46 58 77 77 73 70 16 24 55 13 4 4 split_gain=8.6801 8.05139 6.43735 6.38779 7.13819 5.79282 6.92474 5.66935 5.49575 5.06506 5.51428 4.96898 5.20516 4.75133 4.59783 4.55796 5.23294 4.9917 4.34561 4.13124 4.04061 3.87943 4.25257 3.95193 4.26055 3.55181 3.51862 3.97484 3.09705 3.07953 threshold=5 0 0 3 7 4 3 4 2 1 3 9 1 4 2 1 2 1 1 2 1 3 1 2 2 2 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 5 3 -3 -5 -2 -7 -6 -8 -10 -11 -9 25 -14 -4 17 -17 -12 -15 -20 -19 -18 -23 -24 -25 -13 -26 29 -21 -28 right_child=1 2 14 4 7 6 8 11 9 10 15 12 13 18 -16 16 21 20 19 28 -22 22 23 24 26 -27 27 -29 -30 -31 leaf_parent=0 5 3 14 4 7 6 8 11 9 10 17 25 13 18 14 16 21 20 19 28 20 22 23 24 26 25 29 27 28 29 leaf_value=0.0476154 0.049912 0.0629784 0.00999648 0.071322 0.0484733 0.0564551 -0.0476598 0.0463826 0.039058 0.0439896 -0.0308411 -0.0291904 0.046121 0.0159714 -0.0289872 0.0514538 0.0395158 0.0780516 0.0316789 0.0162747 0.0193632 -0.0268996 0.0275986 0.0205494 -0.0410327 0.0326634 0.0423566 -0.0207757 -0.0230794 -0.00241246 leaf_count=160 111 141 1075 158 227 119 470 198 309 131 241 169 144 508 8240 212 110 117 211 410 927 1608 254 374 888 601 263 2745 9555 8331 internal_value=0 -0.0179246 -0.0947428 -0.0368068 -0.053654 0.0348711 0.0242659 -0.0704319 0.0131237 0.0230808 0.0106034 -0.0892418 -0.106351 -0.140999 -0.232148 -0.00142009 -0.0244933 0.188668 -0.158309 -0.189149 0.27794 -0.0349689 -0.0448904 -0.023535 -0.0397987 0.188586 -0.0623715 -0.0480205 -0.209365 -0.0112498 internal_count=39006 38846 21637 12322 12181 17209 17098 12023 16979 16509 16200 11796 11598 10828 9315 16069 14784 1285 10684 10176 1044 14572 14462 12855 12601 770 12227 11339 9965 8594 Tree=613 num_leaves=31 split_feature=31 67 39 63 63 65 82 92 70 63 66 32 71 24 46 18 47 15 20 20 13 23 47 24 13 12 69 69 20 35 split_gain=8.59187 7.35452 7.18815 9.60906 9.49377 7.9119 6.83376 7.39292 6.86161 6.44971 6.30519 5.45909 5.14771 5.47533 5.03284 4.9069 4.75194 4.96112 9.07896 6.38365 10.5558 5.86483 6.03764 5.72396 5.66891 5.59977 4.72225 6.97214 6.02868 4.56476 threshold=2 3 0 0 1 0 2 2 3 2 1 0 0 1 2 2 10 0 2 1 0 2 6 0 2 2 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 5 -5 10 -4 -8 -9 -6 11 -3 13 -12 -10 -16 -17 18 -18 20 -20 -19 -23 24 -21 -24 28 -28 -27 -30 right_child=1 2 6 4 9 -7 7 8 14 -11 12 -13 -14 -15 15 16 17 21 19 23 -22 22 25 -25 -26 26 27 -29 29 -31 leaf_parent=0 1 11 6 4 9 5 7 8 14 9 13 11 12 13 15 16 18 21 20 24 20 22 25 23 24 28 27 27 29 29 leaf_value=-0.0171158 -0.0441171 -0.00137915 -0.0438606 -0.0116076 -0.0118695 -0.0314508 0.0560249 -0.0485583 -0.0494782 0.0112414 -0.0319414 0.0341744 5.43491e-05 -0.00998062 -0.0368461 0.0413442 -0.0510289 0.0188561 0.0304981 -0.0452911 -0.0368704 0.0343067 -0.0227998 0.00464128 -0.00474034 0.0319403 0.0102578 -0.00536124 0.0109485 -0.00728657 leaf_count=2597 367 1108 251 3249 1085 2888 149 157 150 2489 1085 329 1456 4980 157 106 116 1343 122 117 257 240 345 5221 1502 394 1540 2265 2271 670 internal_value=0 0.00950857 0.0115788 -0.0313127 0.0290707 -0.0923214 0.0329374 0.0357041 0.0329976 0.0789659 -0.0648764 0.0948989 -0.0990485 -0.153379 0.0355516 0.0373924 0.0397457 0.0372562 0.00450112 0.0117909 -0.206263 0.0671057 0.048917 0.0240629 -0.089337 0.0400276 0.0493493 0.00746377 0.101401 0.0727667 internal_count=39006 36409 36042 18669 6823 11846 17373 17122 16973 3574 8958 1437 7521 6065 16816 16666 16509 16403 7335 7219 379 9068 7725 6840 1619 7485 7140 3805 3335 2941 Tree=614 num_leaves=31 split_feature=76 87 56 71 47 63 32 23 13 79 66 43 21 26 71 21 63 31 39 38 84 85 84 47 15 35 34 85 67 41 split_gain=7.19075 7.38214 9.44365 6.75047 8.97879 5.64492 11.6856 6.11715 4.97527 5.66617 4.63468 4.52998 5.12501 5.62275 4.77048 4.48553 4.44013 9.51077 7.8291 4.36663 4.34498 4.46912 4.31362 4.07393 3.88223 3.84706 5.19097 5.64075 3.88623 3.80352 threshold=2 0 1 0 2 1 1 11 0 1 0 2 0 2 1 0 0 0 0 1 0 0 1 5 0 0 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 4 -4 6 10 -7 -3 -10 -6 15 -13 -14 -15 -5 18 -18 19 24 -21 -22 -19 -11 -9 28 27 -27 -20 -16 right_child=1 8 3 11 5 7 -8 16 9 23 -12 12 13 14 29 -17 17 22 25 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=0 2 8 4 15 10 7 6 24 9 23 10 12 13 14 29 15 17 22 28 20 21 21 22 23 24 27 26 27 28 29 leaf_value=-0.0486036 -0.0312135 -0.00171016 -0.0248733 -0.0491347 0.0662345 0.0641027 -0.0317297 -0.0173998 -0.0148528 0.0265267 -0.00370927 0.0112665 0.0601654 -0.0221057 0.0119216 -0.00090813 -0.0313471 0.0457304 0.0308048 -0.0270098 0.0209829 -0.0347563 0.0106227 0.00724095 0.0437167 0.0232803 0.0671895 -0.0152029 -0.00404721 -0.0193085 leaf_count=330 2586 4202 2172 168 135 112 2006 252 510 433 276 3380 113 1255 603 398 506 161 200 5762 391 131 969 7320 196 299 168 468 3120 384 internal_value=0 0.014219 -0.0196349 -0.00964341 -0.0457592 -0.0230543 -0.188822 -0.00362093 0.0478475 0.0713959 0.305848 0.0501759 0.067697 -0.0369168 -0.0638019 -0.169621 -0.009671 0.0859692 -0.0395486 -0.16633 -0.207969 0.0224477 0.150344 0.0821876 0.137543 0.0126083 0.142626 0.0878372 -0.0226637 0.0327229 internal_count=39006 38676 26211 23625 17324 15152 2417 12735 12465 8263 411 6301 5735 2355 2242 566 12623 1636 10987 6732 6284 522 1130 7753 448 4255 935 767 3320 987 Tree=615 num_leaves=31 split_feature=80 66 16 41 41 15 71 52 85 24 28 47 24 35 24 42 47 0 53 85 24 39 23 24 63 24 59 53 14 84 split_gain=7.33269 6.8541 6.58451 6.81642 9.13909 7.26244 9.71912 8.43765 6.04825 5.25105 6.01223 5.9385 5.15972 6.19861 6.00229 5.34613 5.2415 7.25107 7.80391 5.6568 9.01048 7.24287 6.91055 5.0794 4.91163 4.33535 4.29114 5.06704 4.16737 6.18788 threshold=1 7 2 0 1 0 4 2 1 1 1 0 0 0 2 1 0 2 0 0 4 1 1 3 0 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 5 28 7 -7 -4 24 11 -11 26 13 15 -14 -12 -16 -18 19 22 -21 -22 -19 -23 -6 -8 27 -9 -5 -30 right_child=1 2 3 4 8 6 25 9 -10 10 12 -13 14 -15 16 -17 17 18 -20 20 21 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=0 1 2 7 28 24 6 25 27 8 10 15 11 14 13 16 15 17 22 18 20 21 23 22 23 24 25 26 27 29 29 leaf_value=-0.0352628 -0.0492893 -0.0441105 0.0513871 -0.00733419 0.0290128 0.0719843 -0.0296461 0.053855 0.0142053 -0.0429194 0.0354079 -0.0326118 -0.00308213 -0.042895 0.00652904 -0.00447058 -0.046156 0.0268586 -0.032781 -0.0312715 -0.0150449 0.0292181 0.099635 0.0871312 0.0821977 -0.00871089 0.0529219 -0.0120969 -0.00864042 0.0263674 leaf_count=1462 1005 1035 326 3769 368 188 4577 136 3666 543 362 2323 1641 1411 846 4749 132 147 171 234 149 241 238 292 218 5661 135 1269 999 713 internal_value=0 0.00185597 0.00738671 0.0133134 0.089361 -0.0233488 -0.116538 0.0238943 0.225567 0.00816279 0.0454889 -0.12448 0.0607915 -0.0392049 0.125143 0.0114516 0.204026 0.320632 0.373292 0.440778 0.295611 0.449239 0.699777 0.606144 0.463648 -0.137478 0.00196726 -0.0548883 0.00498905 0.113328 internal_count=39006 37544 36539 35504 9733 25771 10426 15345 4252 15019 11156 3863 10613 6522 4091 5111 2450 1604 1472 1301 916 682 385 533 586 10238 1540 1405 5481 1712 Tree=616 num_leaves=31 split_feature=85 84 34 35 32 24 14 24 13 39 14 91 47 47 75 53 90 91 85 41 91 63 66 69 47 13 32 32 47 91 split_gain=6.6274 4.78322 3.50592 3.44629 2.49599 2.27645 2.24711 2.14111 2.02919 1.79609 1.59131 1.19237 1.17762 1.05708 1.26882 1.04855 1.02574 0.969736 0.835203 1.5424 1.35242 0.702263 0.995634 0.679413 0.757234 0.459576 0.451051 0.44087 0.414729 0.360238 threshold=0 0 0 0 0 0 1 0 0 0 0 0 1 2 0 0 1 0 1 1 1 0 0 0 0 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 4 5 9 7 -2 16 13 17 25 -7 -1 28 -4 -6 -5 19 -8 -21 22 -18 24 -3 -10 -17 -24 29 -15 right_child=6 23 15 10 8 12 18 -9 11 -11 -12 -13 -14 14 -16 26 21 -19 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_parent=13 7 24 15 17 16 12 19 7 25 9 10 11 12 29 14 26 22 17 18 20 20 21 27 23 24 25 26 27 28 29 leaf_value=-0.0316056 0.0241469 -0.0458148 -0.00776053 -0.0411913 0.00107667 0.00264205 0.00141355 -0.0273569 -0.00228367 0.0268952 0.00681951 0.018826 -0.0330788 -0.0044923 -0.0312294 -0.0523908 0.045774 -0.00843006 -0.0457747 -0.00263756 -0.0423276 0.0554327 0.00705329 -0.0508112 -0.0110579 -0.0316763 -0.0270844 0.0323219 0.0184902 0.0162431 leaf_count=339 437 908 783 2415 136 923 1016 2072 308 793 581 442 1817 1568 794 3375 416 668 6932 597 4903 377 387 2283 752 765 1000 186 625 408 internal_value=0 -0.0700273 -0.031565 0.00418143 0.0526531 -0.0288524 -0.305847 -0.0771313 0.168891 0.047111 -0.217217 -0.0214785 -0.222361 -0.0256911 0.0177875 -0.301226 0.26705 -0.31388 -0.364314 -0.29752 -0.360937 0.322912 0.271325 -0.373493 -0.264009 -0.175363 -0.411374 0.160292 0.0705701 0.0127961 internal_count=39006 23049 19106 13948 10284 7267 15957 2509 3017 4527 3664 1515 2740 3734 3395 5158 1502 3083 13448 6516 5500 1366 989 3943 1660 1073 4375 573 2601 1976 Tree=617 num_leaves=31 split_feature=59 59 59 59 14 59 14 59 69 26 18 13 13 66 34 61 4 24 10 58 87 91 72 32 73 75 81 14 91 10 split_gain=11.5134 11.7446 16.5989 10.1891 9.78949 8.40927 8.2852 7.77809 7.16895 6.22675 6.19421 6.02518 9.49714 6.7456 5.86089 5.42547 5.57368 5.40398 5.3678 5.24045 4.91416 4.72324 4.65183 4.59013 4.83041 4.21332 4.01756 3.84897 3.71349 5.58977 threshold=0 1 2 3 0 4 1 6 0 3 2 0 1 0 3 0 1 1 8 1 1 0 2 2 3 0 2 2 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=4 18 -3 -4 9 8 -6 -7 -5 -1 -11 14 19 -14 -12 16 -16 25 -2 -13 -21 -19 -18 -20 -25 -15 -26 -8 -24 -30 right_child=1 2 3 5 6 7 27 -9 -10 10 11 12 13 17 15 -17 22 21 23 20 -22 -23 28 24 26 -27 -28 -29 29 -31 leaf_parent=9 18 2 3 8 6 7 27 7 8 10 14 19 13 25 16 15 22 21 23 20 20 21 28 24 26 25 26 27 29 29 leaf_value=0.0446328 0.0567363 -0.00538424 -0.0057365 0.0369105 -0.0047089 -0.0125394 -0.0148996 0.0389471 -0.0254097 -0.0496853 0.0545738 0.0472681 -0.0460859 -0.000868581 -0.0398315 -0.00672225 -0.0291059 -0.0361754 -0.0353998 0.0344691 -0.00804104 0.0170809 0.0345099 0.0464532 0.045006 0.0755393 -0.00542046 -0.0442253 0.00241897 0.0260125 leaf_count=294 206 1325 377 182 3917 158 1700 2545 168 258 179 207 2894 420 208 3946 446 2124 386 347 2152 395 660 124 170 125 4134 3613 3864 1482 internal_value=0 0.0756784 0.149388 0.24184 -0.0416025 0.297923 -0.177754 0.35195 -0.00646113 -0.00382976 -0.0131125 -0.00434214 -0.101589 -0.25476 0.0388633 0.0272177 0.0864071 -0.0997097 -0.0309696 0.0389686 -0.0135575 -0.227486 0.105679 -0.0456625 -0.0206827 0.251367 -0.0387407 -0.331132 0.126112 0.095039 internal_count=39006 9775 4755 3430 29231 3053 9230 2703 350 20001 19707 19449 8664 5958 10785 10606 6660 3064 5020 2706 2499 2519 6452 4814 4428 545 4304 5313 6006 5346 Tree=618 num_leaves=31 split_feature=36 48 16 14 77 55 25 24 14 79 85 47 41 14 21 44 56 15 65 92 37 66 67 66 10 75 53 3 31 85 split_gain=7.95388 5.65325 5.03961 5.77256 9.19439 7.2919 5.26669 5.36588 5.22383 5.06029 5.05948 4.87996 7.03371 4.85951 4.80378 6.81244 4.63156 4.20855 4.12778 6.07243 5.20126 5.30194 4.47611 3.659 3.91925 3.90919 3.63494 4.34112 4.40158 3.93513 threshold=2 5 2 0 1 3 1 2 1 2 0 1 1 0 0 1 1 0 1 1 3 0 1 0 0 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=11 -2 13 5 -5 -4 7 -7 -6 -9 -10 -1 -13 -3 16 -16 -8 -12 -18 -20 -21 22 -22 24 -11 -25 27 28 29 -24 right_child=1 2 3 4 8 6 14 9 10 23 17 12 -14 -15 15 -17 18 -19 19 20 21 -23 26 25 -26 -27 -28 -29 -30 -31 leaf_parent=11 1 13 5 4 8 7 16 9 10 24 17 12 12 13 15 15 18 17 19 20 22 21 29 25 24 25 26 27 28 29 leaf_value=-0.0138748 0.0653563 0.0063152 0.0833308 0.0322811 -0.00559799 0.0682516 0.0223733 0.0730075 -0.0395986 0.0449104 0.00871242 0.0749167 0.0176269 0.0500908 0.0216629 -0.0149575 0.0157477 -0.0255766 0.0371398 0.048266 -0.0325545 -0.0132138 -0.0223963 -0.0323439 -0.0198475 0.015443 -0.0183299 0.0734918 0.039948 0.00852924 leaf_count=361 146 955 110 367 4582 203 1061 210 3481 432 1012 176 744 180 365 6897 1457 1404 293 148 319 7456 891 828 526 355 966 121 553 2407 internal_value=0 -0.0168763 -0.020142 -0.0311311 -0.11483 -0.00263716 -0.00746789 0.175861 -0.149006 0.102377 -0.247488 0.221943 0.313719 0.158337 -0.0234693 -0.106531 0.0115554 -0.124478 -0.00723871 -0.030726 -0.0468973 -0.0578385 0.0232948 0.0383277 0.259665 -0.106414 0.0538145 0.0934671 0.0730344 0.0310292 internal_count=39006 37725 37579 36444 10846 25598 25488 2554 10479 2351 5897 1281 920 1135 22934 7262 15672 2416 14611 13154 12861 12713 5257 2141 958 1183 4938 3972 3851 3298 Tree=619 num_leaves=31 split_feature=89 12 12 57 42 46 51 58 57 46 89 29 29 47 71 61 23 63 32 65 71 1 31 67 24 70 67 3 63 47 split_gain=11.3176 11.2362 10.9621 9.67849 9.87179 10.3772 9.70075 10.5869 9.46758 9.47348 9.17629 9.2036 9.89605 9.80008 10.978 10.3736 7.44793 6.96066 8.46479 6.49401 6.12356 5.52372 5.41031 5.26718 5.18625 4.99606 4.81528 4.38604 4.12382 4.57953 threshold=7 11 10 4 1 5 2 3 6 4 5 2 1 0 0 0 4 0 0 0 1 1 0 1 2 2 2 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 27 -6 -7 -8 -9 -10 -11 -12 22 14 15 21 -17 18 25 28 -16 -14 24 -23 -13 -15 -25 -5 -19 -30 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 17 20 16 -18 19 -20 -21 -22 23 -24 26 -26 -27 -28 -29 29 -31 leaf_parent=0 1 2 3 27 5 6 7 8 9 10 11 24 21 25 20 16 16 28 18 19 20 23 22 26 24 25 26 27 29 29 leaf_value=0.0585762 0.0571049 0.0581326 0.03893 0.0120718 0.0523264 0.03379 -0.061247 0.0531312 0.0430023 0.0486475 0.0330307 0.0365036 0.0289502 0.0369006 -0.00338834 0.0712151 0.0149371 -0.00392143 -0.0213101 -0.00775638 -0.030764 0.0213665 0.0184282 0.0276637 -0.00787846 -0.00107272 -0.0107869 -0.0257758 -0.0156686 -0.03937 leaf_count=110 132 155 286 331 113 652 271 154 139 125 249 116 350 171 2026 129 3059 604 3980 2344 2412 437 1137 150 967 5885 5418 3246 1643 2215 internal_value=0 -0.00054005 -0.0050701 -0.0094122 -0.0150922 -0.00277313 -0.00775815 -0.0149172 -0.0103041 -0.0148907 -0.0205249 -0.0253747 -0.0323747 -0.053875 0.00873141 0.0591142 0.184037 -0.104366 -0.0454266 -0.173181 -0.148697 -0.0200839 0.0945901 -0.0478891 -0.0203081 0.00918525 -0.0820905 -0.20527 -0.258961 -0.303927 internal_count=39006 38896 38764 38609 38323 34746 34633 33981 33710 33556 33417 33292 33043 30823 13981 9543 3188 16842 10036 6806 4438 6355 2220 6005 1083 6056 5568 3577 4462 3858 Tree=620 num_leaves=31 split_feature=42 42 52 52 87 87 10 70 12 70 34 0 22 91 58 52 75 77 75 53 67 21 12 35 58 58 67 59 41 35 split_gain=9.91943 9.05416 9.05481 9.17254 9.00326 7.75827 6.31536 6.17313 6.41418 6.618 5.6289 5.38805 4.66893 4.60849 4.53555 4.69619 4.63549 5.19676 6.34602 5.49024 4.95095 5.19107 4.82338 6.17044 6.40828 6.30117 5.90713 5.45939 4.83131 4.35184 threshold=2 1 5 4 0 1 0 4 3 3 0 2 1 0 3 3 5 1 0 0 3 4 1 0 1 2 2 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 13 -3 -4 6 11 7 -5 -9 -10 -8 -6 -11 -2 -14 -16 -17 18 -18 -20 -19 -22 27 24 28 -26 -27 -23 -24 -13 right_child=1 2 3 4 5 -7 10 8 9 12 -12 29 14 -15 15 16 17 20 19 -21 21 22 23 -25 25 26 -28 -29 -30 -31 leaf_parent=0 13 2 3 7 11 5 10 8 9 12 10 29 14 13 15 16 18 20 19 19 21 27 28 23 25 26 26 27 28 29 leaf_value=-0.0442391 -0.0348757 0.0630986 0.0586476 -0.0471324 0.0531974 -0.0241466 -0.000624269 0.0465595 -0.0326986 -0.0259015 -0.0291248 -0.0148169 0.0454309 0.00214985 0.0504627 0.0613701 -0.0366364 0.0442177 0.0395561 -0.0346765 0.0470771 0.0514367 0.0529205 0.0107376 0.0507413 0.0365724 -0.0102972 0.0116733 -0.0135217 0.00773088 leaf_count=1150 2938 103 124 127 174 5046 3946 190 237 464 2941 3961 120 715 112 122 584 175 200 131 207 175 331 2942 132 189 8733 1243 175 1319 internal_value=0 0.00951225 0.0221966 0.0169898 0.0113031 -0.0983574 0.0405796 0.0640484 0.0702634 0.0614166 -0.0809953 -0.00661573 0.0709152 -0.227686 0.0789969 0.0719263 0.0654567 0.0603411 -0.156036 0.134217 0.0750076 0.0662152 0.0576479 0.0334968 -0.0335483 -0.0619759 -0.0803168 0.193817 0.311626 -0.0343979 internal_count=39006 37856 34203 34100 33976 10500 23476 16589 16462 16272 6887 5454 16035 3653 15571 15451 15339 15217 915 331 14302 14127 13920 12502 9560 9054 8922 1418 506 5280 Tree=621 num_leaves=31 split_feature=42 5 50 65 13 23 42 6 86 55 9 86 8 77 8 65 32 87 34 4 78 85 69 65 88 43 91 53 13 84 split_gain=8.86571 6.43873 6.1737 6.13444 5.81829 6.81529 4.86342 4.64953 4.63258 5.52856 5.03426 5.65361 4.30066 4.22221 4.08532 4.05097 3.77395 3.62441 3.40727 3.72305 3.61516 3.23983 3.17819 3.10831 3.75857 3.51262 3.44936 2.9349 2.78459 2.66462 threshold=1 2 1 6 0 7 2 2 3 1 1 1 1 2 2 4 1 0 0 1 3 0 0 0 0 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 21 -4 6 -6 -5 -7 -8 -10 -11 23 16 -14 -13 -15 -9 22 19 -16 -21 27 -18 26 25 -25 -12 -3 -17 -22 right_child=1 2 3 4 5 7 8 12 9 10 11 14 13 15 18 28 17 -19 -20 20 29 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 27 3 6 5 7 8 16 9 10 26 14 13 15 19 28 22 17 18 20 29 21 22 25 24 25 26 27 28 29 leaf_value=-0.0320099 0.075282 0.0394673 0.0573233 -0.0414953 0.0669392 0.0356482 0.048888 0.0642934 -0.0276097 0.0243056 0.0148846 -0.0408746 0.036509 0.0429974 0.0382512 -0.0126201 -0.0145867 -0.0418748 -0.0181625 0.0446785 -0.00303773 0.0649843 0.0576299 0.0398195 0.0736525 -0.0168408 -0.0374026 -0.0181764 -0.0291331 0.0136442 leaf_count=3668 119 141 180 515 173 172 192 269 1249 1193 867 400 157 172 357 4394 298 392 2899 105 9259 146 237 296 243 203 221 322 8577 1590 internal_value=0 0.00482211 0.000326492 -0.00959873 -0.0152967 -0.105623 0.0199156 -0.122761 0.0284125 0.0206195 0.0352965 0.0152652 -0.142087 -0.174091 -0.0152479 -0.192184 0.136392 -0.0133954 -0.00412811 0.0170133 0.00445869 0.327138 0.219523 0.183203 0.350586 0.205396 0.0737346 0.148177 -0.207733 -0.00596069 internal_count=39006 35338 35219 34610 34430 14841 19589 14668 19074 18882 17633 16440 14496 13300 14610 13143 1196 927 14210 11311 10954 609 535 1830 742 499 1088 463 12971 10849 Tree=622 num_leaves=31 split_feature=31 67 58 31 57 71 71 74 87 25 31 34 12 23 71 30 8 13 2 0 15 44 41 42 72 9 20 53 33 20 split_gain=7.93265 7.42562 6.95306 6.8982 6.91437 7.04879 10.0458 9.08339 8.03989 6.83838 6.52883 6.47498 6.33195 5.7458 8.1976 5.57492 5.07593 5.76713 6.64931 6.33521 6.09663 6.59137 5.83988 5.83099 5.05954 4.92071 4.79092 8.79423 4.74366 4.63645 threshold=2 3 3 8 2 0 1 0 0 2 3 0 3 0 2 2 14 0 0 1 0 1 1 1 2 1 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=25 -2 -3 -4 -5 7 11 9 -9 -6 -11 24 -12 -8 -15 -14 -17 18 23 -19 21 -21 -23 28 -7 -1 27 -22 -18 -24 right_child=1 2 3 4 5 6 13 8 -10 10 12 -13 15 14 -16 16 17 19 -20 20 26 22 29 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 1 2 3 4 9 24 13 8 8 10 12 11 15 14 14 16 28 19 18 21 27 22 29 23 24 25 26 27 28 29 leaf_value=0.0264621 -0.0459589 -0.0413892 0.0260546 -0.0374253 -0.0399939 0.0382327 0.00466429 -0.0235063 -0.000453296 -0.0286097 -0.0622662 -0.0189326 -0.0546485 -0.000188968 0.0233492 0.0344164 0.00169164 0.0188211 -0.0341293 0.0330415 0.0569987 0.0142577 -0.0307263 -0.00428492 0.000412626 -0.0208165 0.00680323 0.000669725 0.0384996 -0.00301749 leaf_count=253 361 255 352 621 810 127 1967 3885 1185 514 145 1359 199 994 1806 112 290 962 1981 212 144 576 173 7134 3872 2335 2350 231 183 3618 internal_value=0 0.0103982 0.0124073 0.0144901 0.0108925 0.01323 0.0535049 -0.00969595 -0.124242 0.00660457 0.0105543 -0.0119592 0.0157723 0.10892 0.17044 0.0181651 0.0205561 0.0167415 -0.035314 0.0440018 0.0275316 -0.0078025 -0.0199345 -0.0197561 0.0167973 -0.165143 0.0996082 0.292279 0.170205 -0.0431071 internal_count=39006 36418 36057 35802 35450 34829 10125 24704 5070 19634 18824 5358 18310 4767 2800 18165 17966 17854 9588 8266 7304 4579 4367 7607 3999 2588 2725 375 473 3791 Tree=623 num_leaves=31 split_feature=92 50 0 42 90 69 33 31 25 41 46 55 15 33 63 39 31 63 84 13 20 32 20 31 31 23 69 59 77 71 split_gain=7.09983 6.4493 6.42614 6.15859 6.12708 6.13102 9.47989 6.68016 5.88142 5.73112 5.70322 5.19504 5.09843 5.02552 5.01626 4.84356 5.97617 5.73744 5.06409 5.2383 4.95853 4.65653 4.37826 4.3666 4.65044 5.02969 4.24144 4.09942 4.05923 4.0462 threshold=1 1 7 6 1 3 0 2 0 0 2 3 2 5 14 0 0 0 0 0 1 0 2 3 1 0 6 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 9 6 -6 -7 10 12 -9 -12 -5 -13 -15 16 18 -18 19 20 -16 -14 -17 -19 -25 -26 -24 -21 -27 -20 right_child=1 2 3 4 5 7 -8 8 -10 -11 11 13 21 14 15 22 17 23 29 27 -22 -23 26 24 25 28 -28 -29 -30 -31 leaf_parent=0 1 2 3 12 6 7 6 10 8 9 11 13 21 14 20 22 17 23 29 27 20 21 26 24 25 28 26 27 28 29 leaf_value=-0.0191816 -0.0419167 -0.0591131 0.0421302 0.0583428 0.0245572 -0.0169669 -0.0236356 -0.0488556 -0.0109184 -0.0562534 0.0440258 0.0502457 -0.0366788 0.0371482 0.0386415 0.026803 -0.0153284 -0.0220176 -0.0180901 -5.83861e-05 -0.0234664 0.00933795 0.0354854 -0.0151477 -0.0204991 0.047428 0.00403424 -0.0557254 0.0133655 0.00772975 leaf_count=1675 628 112 114 135 1058 2122 354 277 5937 543 107 119 631 105 183 339 2005 273 248 1416 4335 370 143 476 113 135 12196 224 1460 1173 internal_value=0 0.0204917 0.0228025 0.0244601 0.0219959 0.0265632 0.166539 0.0194158 0.0254752 -0.192344 0.0332063 0.0352522 -0.0737879 0.0328419 0.0308191 0.0280238 -0.0133759 0.0496588 -0.0650702 -0.120313 -0.2089 -0.15222 0.0504162 0.0838706 0.10418 0.131621 0.0444826 -0.0259959 0.156582 0.0259046 internal_count=39006 37331 36703 36591 36477 34798 1412 33386 31264 1679 25327 25050 1136 24943 24824 24719 12041 4462 7579 6158 4518 1001 12678 2457 2184 1708 12339 1640 1595 1421 Tree=624 num_leaves=31 split_feature=57 84 31 13 81 8 0 42 85 13 39 8 78 85 19 55 54 1 25 15 7 74 23 69 76 27 91 15 23 69 split_gain=7.92705 6.98432 7.11459 6.61581 5.33672 5.15363 5.41958 5.20636 6.08825 4.75697 4.95437 4.73364 4.7339 9.74147 4.54864 4.19407 3.72062 3.78922 3.7961 4.90588 4.85543 5.01397 4.26683 4.25329 3.69887 3.62521 3.61987 4.25314 4.22575 3.85598 threshold=1 4 0 0 1 1 1 2 1 1 3 3 2 0 0 1 2 1 0 2 0 0 1 5 1 1 1 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 14 4 -4 -3 -6 15 8 -8 -5 -11 -9 13 -13 -2 -7 -14 -18 20 -20 21 23 -21 -19 -25 -26 -27 -28 29 -29 right_child=1 2 3 9 5 6 7 11 -10 10 -12 12 16 -15 -16 -17 17 18 19 22 -22 -23 -24 24 25 26 27 28 -30 -31 leaf_parent=0 14 4 3 9 5 15 8 11 8 10 10 13 16 13 14 15 17 23 19 22 20 21 22 24 25 26 27 29 28 29 leaf_value=-0.0306949 0.0116043 -0.040532 -0.0299054 -0.0234696 -0.0183698 0.0351794 0.0721894 -0.0613969 0.0112927 0.0615472 0.00199577 -0.0357495 -0.0318203 0.0812991 0.0710983 -0.0233381 -0.0317706 0.0606651 -0.0220864 0.0440753 -0.0117856 -0.01741 0.0127125 -0.0416205 0.0489887 0.0218432 -0.0154691 0.037289 0.00343708 -0.0136394 leaf_count=2581 226 951 7676 1815 1930 135 153 172 417 168 1619 252 495 135 155 1811 784 111 491 595 3656 1256 1973 242 302 1109 1111 716 5766 204 internal_value=0 8.4643e-05 -0.00782449 -0.141443 0.0142557 0.0204018 0.0327818 0.0467635 0.301518 -0.0187 0.0958523 0.0353987 0.0396333 0.421091 0.358371 -0.168791 0.0323772 0.0387004 0.0451493 0.145158 0.021709 0.0482284 0.188749 0.0686859 0.060854 0.0686464 0.0598559 0.0360529 0.0627937 0.266089 internal_count=39006 36426 36045 11278 24767 23816 21886 19940 570 3602 1787 19370 19198 387 381 1946 18811 18316 17532 3059 14473 10817 2568 9561 9450 9208 8906 7797 6686 920 Tree=625 num_leaves=31 split_feature=33 37 13 74 42 33 33 88 13 38 7 7 84 32 53 65 69 86 13 32 21 7 31 7 39 91 32 23 91 39 split_gain=24.1636 4.89318 4.49544 3.66586 4.25187 3.15073 4.19055 1.9935 1.86612 1.48976 1.48145 3.01244 1.33909 1.27278 1.22021 1.16023 0.704585 0.884543 0.729301 0.647083 0.487077 0.389221 0.447007 0.377321 0.347032 0.114479 0.104974 0.0815538 0.0618494 0.0160433 threshold=0 0 2 0 1 2 1 0 0 1 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=16 2 -2 4 24 23 8 9 13 -8 25 14 15 27 26 20 17 -1 -19 -5 -3 22 -20 -6 -4 -11 28 -7 -12 -27 right_child=1 12 3 19 5 6 7 -9 -10 10 11 -13 -14 -15 -16 -17 -18 18 21 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_parent=17 2 20 24 19 23 27 9 7 8 25 28 11 12 13 14 15 16 18 22 19 20 21 22 23 24 29 26 27 28 29 leaf_value=-0.0122053 0.0566799 -0.0170882 -0.043142 -0.0362341 -0.0282283 -0.00406654 -0.00553699 -0.00356278 -0.0430369 0.0559675 0.0406996 -0.00810031 -0.0529694 0.0317486 0.0133682 -0.0408241 -0.0502282 -0.0200789 -0.0503896 -0.00885741 0.0107443 -0.0300344 -0.0345034 -0.00570643 -0.0196149 0.046045 0.0463953 -0.0154981 0.0314056 0.0412297 leaf_count=1621 382 467 203 846 394 316 102 182 1034 147 280 158 1001 343 174 959 10072 2152 8664 407 437 2844 3756 227 289 216 268 756 196 113 internal_value=0 0.0263429 0.0709607 0.0436055 0.0826387 0.12163 0.162696 0.234465 -0.0995926 0.276693 0.306374 0.242071 -0.259934 0.0183677 0.335297 -0.163835 -0.409185 -0.36953 -0.396235 -0.255395 -0.0391957 -0.427123 -0.456553 -0.181953 -0.309857 0.472415 0.413269 -0.10233 0.376266 0.438545 internal_count=39006 9897 7033 6651 5398 4906 4285 1836 2449 1654 1552 1076 2864 1415 918 1863 29109 19037 17416 1253 904 15264 12420 621 492 476 744 1072 476 329 Tree=626 num_leaves=31 split_feature=56 56 56 10 10 10 41 41 41 10 22 39 67 71 7 2 35 31 56 15 8 19 3 69 21 9 50 58 85 65 split_gain=10.4356 10.6366 10.4745 10.7072 9.68279 9.6048 9.69812 8.23619 10.0188 7.78766 6.36331 6.11218 7.99757 5.07621 4.94099 4.85412 4.44271 4.33924 4.2886 4.25226 3.94719 3.81645 3.79447 3.4364 4.52088 4.02744 3.37964 3.26755 3.25478 3.34836 threshold=4 3 5 7 9 8 0 1 2 10 2 0 1 0 2 0 0 2 2 0 1 1 3 0 0 1 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=15 -2 -3 -4 -5 -6 9 10 16 -7 -8 22 -13 14 -12 -1 19 -14 -16 -9 -10 -15 -11 24 -20 -25 -24 -22 -29 -30 right_child=1 2 3 4 5 6 7 8 20 11 13 12 17 21 18 -17 -18 -19 23 -21 27 -23 26 25 -26 -27 -28 28 29 -31 leaf_parent=15 1 2 3 4 5 9 10 19 20 22 14 12 17 21 18 15 16 17 24 19 27 21 26 25 24 25 26 28 29 29 leaf_value=0.066087 0.033755 0.0571082 0.0436312 0.0450059 0.0401536 0.0489258 0.049417 0.00627601 0.038261 0.042115 -0.0384471 0.0212198 0.0153303 0.00553295 0.0374229 0.00604264 0.0116613 -0.0269986 -0.00453251 -0.0220071 0.0348417 -0.0287353 0.025035 0.0227998 0.0232762 -0.0203498 -0.00723659 -0.0109109 0.0255492 0.00557731 leaf_count=199 563 168 718 591 700 297 103 383 300 156 250 713 443 360 160 103 605 11567 1350 840 232 1629 223 169 622 943 12774 230 779 836 internal_value=0 0.00932848 -0.000474069 -0.00618302 -0.0137962 -0.020477 -0.0278659 0.026365 0.0894909 -0.0869399 -0.0563011 -0.096268 -0.195955 -0.0732165 -0.0179568 0.438257 -0.0419656 -0.241555 0.0104858 -0.121593 0.174654 -0.211768 -0.0532656 -0.0163199 0.0559457 -0.1324 -0.061295 0.139704 0.106032 0.143819 internal_count=39006 38704 38141 37973 37255 36664 35964 9791 4205 26173 5586 25876 12723 5483 3494 302 1828 12010 3244 1223 2377 1989 13153 3084 1972 1112 12997 2077 1845 1615 Tree=627 num_leaves=31 split_feature=86 38 48 75 48 85 29 23 10 91 86 10 33 74 34 85 78 75 23 55 42 39 56 8 42 88 68 21 39 87 split_gain=6.15296 6.29356 5.63695 4.79747 5.21084 5.32147 5.34655 5.61532 4.66838 4.47486 4.56761 5.39036 4.95915 4.24233 4.19505 4.19405 4.61595 4.76379 4.39568 4.6981 4.48971 4.31414 4.25493 4.16225 4.07716 4.07331 3.81895 3.74431 3.54475 3.78022 threshold=2 5 3 2 4 1 1 7 2 2 1 1 2 0 1 0 1 3 0 1 2 0 1 1 1 0 2 0 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=14 -2 25 -4 -5 23 -7 13 -9 -10 -11 12 -12 -8 -1 16 21 -18 22 -20 -21 -13 -19 -6 -22 -3 -25 -14 29 -17 right_child=1 2 3 4 5 6 7 8 9 10 11 15 27 -15 -16 28 17 18 19 20 24 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_parent=14 1 25 3 4 23 6 13 8 9 10 12 21 27 13 14 29 17 22 19 20 24 21 22 26 24 25 26 27 28 29 leaf_value=0.0523079 0.037894 0.0795896 0.0139559 0.0511738 0.0122826 -0.0285903 0.0545044 0.0232128 -0.0405598 0.00879291 0.0628378 -0.00625273 0.0133231 -0.0100983 0.00992381 0.0582881 0.0462685 0.0504169 0.00575593 0.0364407 0.00633022 0.0626078 -0.00969735 0.0343838 -0.0344356 0.00656756 -0.0201761 -0.0138236 -0.00410857 0.000953095 leaf_count=220 103 183 1306 232 545 1797 328 742 1287 3060 110 520 1290 189 1166 298 149 230 524 139 399 203 4566 106 6999 273 6294 717 4567 464 internal_value=0 -0.0276757 -0.0337014 -0.0389504 -0.0496997 -0.0536354 -0.0301933 -0.0191055 -0.0280656 -0.0382492 -0.0310645 -0.0541469 0.0804603 0.327643 0.174287 -0.0828986 -0.135623 -0.156728 -0.169269 -0.240607 -0.285063 0.199915 -0.0667577 -0.150572 -0.307475 0.390579 -0.183957 0.0435383 -0.0135867 0.246389 internal_count=39006 37620 37517 37061 35755 35523 28578 26781 26264 25522 24235 21175 2117 517 1386 19058 13729 13006 12857 8061 7537 723 4796 6945 7398 456 6400 2007 5329 762 Tree=628 num_leaves=31 split_feature=56 12 29 85 85 85 46 91 89 63 58 79 21 36 4 63 32 91 63 43 36 36 37 59 92 60 59 39 84 64 split_gain=11.2289 10.3058 9.75228 10.6337 11.3464 13.3459 9.22294 8.29339 7.41785 7.25114 6.34976 6.33899 8.19617 7.44151 6.81319 7.41087 7.28699 6.40247 6.29012 6.06536 5.72112 5.96742 5.6158 5.32441 5.00133 4.90087 5.14821 5.62476 4.45208 4.35948 threshold=2 10 2 0 1 2 4 1 6 3 1 0 1 1 1 0 0 1 1 0 2 1 0 2 1 1 0 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=7 -2 -3 6 9 22 -4 -1 -8 -5 28 13 -13 -12 -15 16 24 -14 -17 -20 -11 -22 -6 -19 -16 -25 27 -27 -10 -29 right_child=1 2 3 4 5 -7 8 -9 10 20 11 12 17 14 15 18 -18 23 19 -21 21 -23 -24 25 -26 26 -28 29 -30 -31 leaf_parent=7 1 2 6 9 22 5 8 7 28 20 13 12 17 14 24 18 16 23 19 19 21 21 22 25 24 27 26 29 28 29 leaf_value=-0.0322781 0.0568433 0.0331749 0.0541598 0.0465522 -0.0169648 -0.0334322 0.053356 0.0301318 0.0152756 0.0360362 0.0127439 -0.0141888 -0.0129996 0.0223215 -0.038511 -0.00458287 -0.0176509 0.0617257 -0.0350977 0.00134281 0.0142941 -0.0103893 0.0106871 -0.0247456 0.00526525 0.0825475 0.00289375 -0.0143844 -0.0239596 0.0312852 leaf_count=212 155 291 103 165 2760 4680 110 1003 163 211 1576 1367 791 463 165 1934 2949 215 1622 342 720 6198 870 450 5647 110 1096 200 1104 1335 internal_value=0 -0.0101353 -0.0144471 -0.0213168 -0.0967178 -0.193994 0.0137579 0.22861 0.00739082 -0.00534699 0.00219161 0.0159232 0.113487 -0.0102046 -0.0377675 -0.0537422 -0.00354069 0.174587 -0.149604 -0.264125 -0.0287411 -0.0521876 -0.0401768 0.224178 0.0381434 0.187019 0.220889 0.3077 -0.170032 0.256636 internal_count=39006 37791 37636 37345 15604 8310 21741 1215 21638 7294 21528 20261 5564 14697 13122 12659 8761 4197 3898 1964 7129 6918 3630 3406 5812 3191 2741 1645 1267 1535 Tree=629 num_leaves=31 split_feature=40 40 40 58 35 63 28 29 88 41 69 38 39 0 7 38 13 33 85 71 21 7 23 7 13 85 74 75 63 76 split_gain=9.98801 9.04669 8.31416 8.39869 8.21119 11.2169 9.71704 9.48549 5.4601 5.32584 5.24824 4.92747 4.67119 4.36079 4.30647 4.81596 4.2211 6.73735 4.40817 5.70901 4.01507 3.53697 4.43411 4.18554 3.49478 3.86866 3.41961 4.47585 3.5224 3.47714 threshold=2 1 3 4 0 0 2 1 0 0 5 2 0 2 0 1 0 0 0 0 1 1 1 2 1 0 2 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 26 8 -4 5 6 -5 9 -3 12 -6 -12 -8 -9 -13 -16 17 18 19 -15 -20 22 -17 -23 25 -18 27 -2 29 -28 right_child=1 2 3 4 10 -7 7 13 -10 -11 11 14 -14 16 15 21 24 -19 20 -21 -22 23 -24 -25 -26 -27 28 -29 -30 -31 leaf_parent=0 27 8 3 6 10 5 12 13 8 9 11 14 12 19 15 22 25 17 20 19 20 23 22 23 24 25 29 27 28 29 leaf_value=0.0194575 0.000119539 0.0521382 0.0469965 0.0547787 -0.0638629 -0.0306024 0.0254938 0.0290193 0.00210992 0.0776188 -0.0356444 -0.00681714 -0.045207 -0.00099588 -0.0173052 0.0354975 -0.029753 -0.027303 -0.0246894 -0.0421415 0.0244655 -0.000562275 -0.00891382 0.0235362 -0.0361248 0.00669776 0.057032 0.0713941 -0.00340196 0.0106634 leaf_count=1248 130 208 116 157 134 7826 615 400 231 150 264 4204 144 3410 353 174 1361 2471 241 1093 1370 534 943 871 4681 868 126 140 1859 2684 internal_value=0 -0.0208634 -0.0507188 -0.0632595 -0.0707186 -0.130121 -0.0720969 -0.0910657 0.250702 0.251013 -0.00434175 0.00407119 0.11326 -0.125647 0.0181526 0.0715565 -0.140047 -0.0837053 -0.00638427 -0.0899522 0.155037 0.105672 -0.0156989 0.16321 -0.246488 -0.121484 0.0870488 0.388204 0.0683887 0.128415 internal_count=39006 37758 32819 32380 32264 24787 16961 16804 439 909 7477 7343 759 15895 7079 2875 15495 8585 6114 4503 1611 2522 1117 1405 6910 2229 4939 270 4669 2810 Tree=630 num_leaves=31 split_feature=16 14 75 57 35 83 57 78 69 42 10 25 16 79 31 63 35 12 82 62 91 85 69 65 36 3 33 24 61 85 split_gain=10.1079 7.64719 7.74085 7.20585 5.926 5.9602 5.36772 4.6996 6.11576 4.9967 5.46333 4.90662 5.04328 5.92704 5.55861 5.35742 4.75624 4.50679 4.16344 3.96784 3.92568 3.41725 3.3714 4.08751 3.64766 3.11687 3.1082 3.08345 4.30228 2.94552 threshold=6 0 0 1 7 1 2 1 2 1 0 2 1 2 1 3 4 1 1 1 0 1 3 0 1 0 1 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 18 -2 -5 20 -7 21 -9 -10 11 -11 14 -14 -13 -15 -17 -16 -3 -4 -6 -8 23 -18 -24 26 -23 -26 -29 -30 right_child=1 2 19 4 5 6 7 8 9 10 -12 12 13 15 17 16 22 -19 -20 -21 -22 25 24 -25 27 -27 -28 28 29 -31 leaf_parent=0 3 18 19 4 20 6 21 8 9 11 10 14 13 15 17 16 23 17 18 19 20 26 24 23 27 25 26 28 29 29 leaf_value=0.0824025 -0.02598 0.0193052 0.053818 0.0623725 0.0143494 -0.0359257 0.0500125 0.0241241 -0.0344917 0.0528089 -0.0154246 -0.0356148 0.064635 0.0480775 0.0691846 0.0396678 -0.0122976 0.0172707 -0.032346 -0.00213023 0.0755789 0.047587 0.00829065 0.0713658 -0.0041791 -0.0275171 0.00557233 -0.0311457 0.0363227 -0.0107659 leaf_count=105 1946 357 181 103 280 600 240 1554 1757 383 5263 147 164 196 131 165 220 970 9197 1594 138 136 1175 173 3983 388 688 4458 349 1967 internal_value=0 -0.0159573 -0.162571 0.0102259 0.0260142 0.0198054 0.00941517 0.0188913 0.00191352 -0.0167131 -0.00475218 0.025006 0.0154834 -0.0153884 0.178003 -0.0259916 -0.0387072 0.242857 -0.278825 0.0580216 0.382764 0.203683 -0.0521765 0.321307 -0.0636507 0.112226 0.195752 -0.0962594 -0.18693 -0.0394793 internal_count=39006 38901 11329 27572 25627 25524 25106 24506 23054 21500 19743 14480 14097 12849 1248 12685 12489 1101 9554 1775 418 1452 12324 393 11931 1212 824 10757 6774 2316 Tree=631 num_leaves=31 split_feature=6 6 31 63 67 42 14 24 15 15 41 87 59 70 87 29 8 15 7 47 20 47 10 18 39 72 87 0 13 21 split_gain=8.26899 7.96703 6.63311 7.96034 6.5373 6.01387 6.57331 5.87164 5.85304 5.7182 6.71481 10.6408 6.49834 5.86704 5.43992 5.46105 5.00248 5.22809 9.78792 5.75632 5.54136 4.80853 4.66638 4.6588 4.55426 4.57862 4.09419 4.08319 4.9697 3.82238 threshold=1 2 3 0 1 1 0 0 9 7 0 0 0 3 6 2 14 0 0 6 2 0 0 2 0 2 1 1 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=7 -2 3 -3 5 22 -7 -1 -6 -10 13 12 21 -11 -15 -16 -17 18 20 -19 -18 29 -4 -21 25 -25 -13 28 -22 -12 right_child=1 2 4 -5 8 6 -8 -9 9 10 11 26 -14 14 15 16 17 19 -20 23 27 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=7 1 3 22 3 8 6 6 7 9 13 29 26 12 14 15 16 20 19 18 23 28 21 22 25 24 25 26 27 28 29 leaf_value=-0.0421194 -0.0449693 -0.0552068 -0.00339133 -0.00383381 0.0302467 -0.0293055 -0.000604747 -0.00791411 0.0233938 -0.0368224 -0.0419848 -0.00627235 -0.0378356 -0.0199628 -0.0559648 0.0280336 -0.0357271 0.0351765 -0.0137021 -0.0590169 -0.00199408 -0.0197192 0.055476 0.0391865 0.00920445 -0.00627187 0.00854427 0.00236011 0.0265881 0.00362699 leaf_count=1178 576 586 132 530 226 1876 538 926 425 224 146 1372 2651 244 170 195 155 253 3045 120 390 1566 110 133 5017 3233 1480 9719 552 1238 internal_value=0 0.00841582 0.0106296 -0.207983 0.0145106 -0.113138 -0.166193 -0.17893 0.0211774 0.0183272 0.0146576 -0.0476621 -0.147869 0.0298199 0.0323988 0.0365272 0.038169 0.0344565 0.0110829 0.0752712 0.0300483 -0.100989 0.184151 0.0648387 0.0685373 -0.0327781 0.0286983 0.0346797 0.155417 -0.000973108 internal_count=39006 36902 36326 1116 35210 2656 2414 2104 32554 32328 31903 8453 5601 23450 23226 22982 22812 22617 13861 8756 10816 2950 242 8503 8383 3366 2852 10661 942 1384 Tree=632 num_leaves=31 split_feature=31 50 0 13 31 63 70 56 33 47 26 69 47 63 0 84 47 14 85 7 33 88 87 13 14 84 15 69 23 53 split_gain=6.68649 6.59131 5.86446 5.53862 9.19733 9.3158 7.57498 7.17913 6.91031 6.42194 6.57344 5.46519 5.26924 5.11909 4.69452 6.43057 5.25086 4.58147 6.98463 6.70116 4.48143 4.30951 4.55717 4.20359 4.08104 3.85128 3.84004 3.78634 5.17239 6.13838 threshold=2 1 7 0 0 0 2 1 0 1 1 1 3 1 1 1 2 0 0 2 1 0 6 1 0 0 3 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=25 -2 -3 4 7 -6 -7 -4 12 -9 -11 -10 -5 24 -15 -16 -17 18 -12 -20 27 22 -14 -23 -8 -1 -19 -13 -29 -30 right_child=1 2 3 8 5 6 13 9 11 10 17 20 21 14 15 16 -18 26 19 -21 -22 23 -24 -25 -26 -27 -28 28 29 -31 leaf_parent=25 1 2 7 12 5 6 24 9 11 10 18 27 22 14 15 16 16 26 19 19 20 23 22 23 24 25 26 28 29 29 leaf_value=-0.0272348 -0.0438243 -0.0577619 -0.0457096 -0.0132924 -0.0146028 0.0481134 -0.0425272 -0.0212256 -0.0278792 0.0305982 -0.0268839 -0.00456244 0.0255064 0.0317874 0.0347504 -0.0207596 0.0071915 -0.030835 0.0415259 -0.00711058 -0.0199806 0.00132028 0.00442827 0.0221804 0.00679761 0.000320464 0.00390562 0.0395586 0.0404915 -0.0227375 leaf_count=2062 621 122 1328 936 3161 187 745 2432 672 464 4843 1190 261 271 248 260 1485 153 127 1376 1018 988 9215 1141 183 555 2281 223 108 350 internal_value=0 0.0145629 0.0168836 0.0184644 -0.018265 0.0532147 0.0980896 -0.070279 0.0426927 -0.0573171 -0.0273998 -0.0647669 0.0598402 0.0748347 0.0990087 0.0698057 0.0340717 -0.0443799 -0.110502 -0.0284817 -0.0152868 0.0682924 0.0528086 0.158125 -0.189299 -0.16537 0.0183283 0.0426546 0.17711 -0.0101445 internal_count=39006 36389 35768 35646 19544 6540 3379 13004 16102 11676 9244 3561 12541 3192 2264 1993 1745 8780 6346 1503 2889 11605 9476 2129 928 2617 2434 1871 681 458 Tree=633 num_leaves=31 split_feature=17 59 39 14 14 17 88 14 47 42 21 30 85 7 15 59 47 8 15 49 55 65 59 23 59 85 24 41 34 25 split_gain=7.43761 7.58371 5.97352 9.8132 9.55774 5.80916 5.39936 5.10322 4.67924 4.48216 4.45638 3.85291 3.82938 3.75697 3.68958 3.50562 6.78377 4.37138 3.77776 3.41962 3.2939 3.21282 3.31818 3.27219 3.18935 3.31294 4.19881 6.52052 3.15359 3.4732 threshold=0 3 0 0 1 1 0 2 5 1 0 1 0 0 1 0 4 2 7 2 1 0 1 0 2 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 3 20 -5 13 8 12 -4 -9 -8 -10 -6 24 -12 17 -17 -13 -19 -20 -3 22 -18 -23 -2 28 27 -27 29 -26 right_child=5 2 6 4 7 -7 10 9 11 -11 14 15 -14 -15 -16 16 21 18 19 -21 -22 23 -24 -25 25 26 -28 -29 -30 -31 leaf_parent=1 24 20 8 4 12 5 10 9 11 9 14 17 12 13 14 16 22 18 19 19 20 23 22 23 29 27 26 27 28 29 leaf_value=0.0820238 0.0565094 0.0144035 -0.0274734 -0.0210443 -0.0423496 -0.0288051 -0.0287497 0.0653022 -0.0378466 0.0201546 0.061545 -0.0542564 0.0123428 -0.0225465 -0.00356339 -0.041744 0.0271085 -0.0464271 -0.0496294 0.00892453 -0.019104 0.0286777 0.0658954 -0.0285988 0.0447673 0.00124275 0.00130834 0.106984 -0.0445725 -0.014009 leaf_count=177 179 719 565 1356 483 4927 1061 117 221 1396 166 176 264 2127 945 150 537 105 123 8722 9938 104 234 225 236 179 964 111 1147 1352 internal_value=0 0.0180772 0.0135839 -0.0615604 0.0743263 -0.125548 0.0515769 0.185249 0.0737979 0.274263 -0.12327 0.0846864 -0.0780236 -0.0433914 0.049898 0.0916441 0.223689 0.069106 0.0762086 0.0832358 -0.164339 0.285298 0.370336 0.0441752 0.0280057 -0.000598245 0.117363 0.490764 -0.143086 -0.0263601 internal_count=39006 27784 27607 14273 3616 11222 13334 2260 11162 1513 2172 10597 747 6295 1111 10376 1250 9126 8950 8845 10657 1100 771 329 4168 3989 1254 290 2735 1588 Tree=634 num_leaves=31 split_feature=33 33 82 33 33 33 33 86 33 61 24 53 24 14 23 61 11 69 86 13 13 47 47 63 14 15 61 7 39 23 split_gain=22.4737 6.25582 4.60206 3.35119 4.49889 2.75236 2.7214 2.07367 1.88256 1.34354 1.33222 1.15481 0.968913 0.8892 0.940894 0.855457 0.834963 0.814275 0.846035 0.671547 0.650617 0.628111 0.993764 0.416509 0.98019 0.41064 0.358038 0.184409 0.15782 0.0697586 threshold=0 1 1 3 2 4 5 1 6 0 0 0 0 1 0 0 1 0 1 1 0 1 0 0 0 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=17 9 -3 15 11 -6 -7 25 -9 13 16 12 -5 -2 -15 -4 -10 18 -1 -20 -17 -18 -23 27 -25 -8 -11 29 -24 -21 right_child=1 2 3 4 5 6 7 8 10 26 -12 -13 -14 14 -16 20 21 -19 19 23 -22 22 28 24 -26 -27 -28 -29 -30 -31 leaf_parent=18 13 2 15 12 5 6 25 8 16 26 10 11 12 14 14 20 21 17 19 29 20 22 28 24 24 25 26 27 28 29 leaf_value=-0.0110341 0.0103521 -0.0472954 0.00169255 0.0126803 -0.00560439 -0.0058549 0.0179687 0.00392578 0.0596137 -0.0279836 0.063741 -0.0414735 -0.0239077 -0.00500449 -0.0384522 -0.0108588 0.0486874 -0.0502176 -0.0193147 -0.0415515 -0.0440734 0.0410195 0.00748081 -0.0455111 -0.00986712 -0.00889433 -0.0506834 -0.0353212 0.0227613 -0.0503708 leaf_count=1612 335 342 159 156 206 156 101 117 131 1226 151 915 294 663 1677 114 281 10081 2160 1874 151 534 150 2946 1598 117 1829 1939 101 6890 internal_value=0 0.0298156 0.0950249 0.122467 0.170965 0.233777 0.282488 0.330298 0.381482 -0.229889 0.426011 -0.133609 -0.0314394 -0.125057 -0.20935 -0.122867 0.368361 -0.399192 -0.355844 -0.382689 -0.254502 0.325683 0.271815 -0.413307 -0.321214 0.0535319 -0.40276 -0.458704 0.139362 -0.4849 internal_count=39006 9906 4176 3834 3410 2045 1839 1683 1465 5730 1348 1365 450 2675 2340 424 1197 29100 19019 17407 265 1066 785 15247 4544 218 3055 10703 251 8764 Tree=635 num_leaves=31 split_feature=59 59 59 14 14 59 7 59 69 59 10 92 33 23 63 10 87 24 27 14 13 73 3 7 73 10 39 31 35 14 split_gain=10.1014 9.69579 15.1009 8.77159 8.44542 8.35746 7.37319 7.21093 6.97657 6.9072 6.80972 6.20465 5.00822 4.84049 4.8996 4.83937 4.58559 6.21339 4.48812 4.00504 3.99468 4.24425 3.98163 3.74006 5.66967 3.72608 3.77657 3.70487 5.63477 3.65766 threshold=0 1 2 0 1 3 0 4 0 6 0 1 0 0 2 8 1 2 1 0 4 3 0 0 1 9 3 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 15 23 6 22 -4 10 8 -7 -9 11 -1 -8 14 -13 -2 17 -15 -12 -11 -17 -22 -5 24 -3 -23 -27 28 -25 -6 right_child=1 2 5 4 29 7 12 9 -10 19 18 13 -14 16 -16 20 -18 -19 -20 -21 21 25 -24 27 -26 26 -28 -29 -30 -31 leaf_parent=11 15 24 5 22 29 8 12 9 8 19 18 14 12 17 14 20 16 17 18 19 21 25 22 28 24 26 26 27 28 29 leaf_value=0.0411876 0.0560308 0.0327004 -0.00344205 -0.0120047 -0.0149356 0.0386028 -0.00427294 -0.0115897 -0.0236805 0.0324983 0.0436864 -0.0765147 -0.0293882 0.100992 -0.0105996 -0.0559127 -0.000788568 0.0147008 0.0109117 0.0589707 0.0408093 0.050493 0.0176719 -0.00704281 -0.0233387 -0.0465826 -0.00368061 -0.0119776 0.0502637 -0.0440223 leaf_count=255 216 113 393 3376 1713 184 3498 158 170 2198 534 144 1952 150 4547 140 4969 766 3151 361 128 170 556 153 678 218 4127 235 150 3603 internal_value=0 0.0743547 0.141913 -0.0365425 -0.166694 0.231662 -0.000448011 0.284619 0.00152893 0.336114 0.0403285 -0.0146869 -0.124145 -0.0343827 -0.132298 -0.02351 0.0356471 0.291588 0.152918 0.372626 -0.0373505 -0.0242643 -0.0365837 -0.0520262 -0.156462 -0.0414644 -0.0538884 0.0784504 0.23162 -0.32681 internal_count=39006 9792 4793 29214 9248 3464 19966 3071 354 2717 14516 10831 5450 10576 4691 4999 5885 916 3685 2559 4783 4643 3932 1329 791 4515 4345 538 303 5316 Tree=636 num_leaves=31 split_feature=78 29 37 61 57 42 7 21 86 86 28 6 61 56 86 8 87 78 23 47 14 53 65 70 13 44 13 24 40 59 split_gain=5.73873 6.1561 5.67216 6.14299 5.50504 4.96521 4.81969 4.58096 4.63094 4.66046 4.45681 3.83281 3.4103 3.20816 3.20404 4.38786 4.19751 3.71593 3.81132 3.58413 5.92907 4.83987 4.50887 3.47551 2.95233 2.94008 2.93967 2.90261 2.85233 3.07613 threshold=3 1 0 0 2 2 1 0 2 1 2 1 1 2 1 2 0 1 7 0 0 0 1 1 2 1 0 0 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 26 3 11 -4 -6 -7 8 -8 27 -9 -3 -5 -13 -15 16 -16 -17 -19 20 21 22 -20 -24 -21 -14 -2 -10 -26 -30 right_child=1 2 4 12 5 6 7 10 9 -11 -12 13 25 14 15 17 -18 18 19 24 -22 -23 23 -25 28 -27 -28 -29 29 -31 leaf_parent=0 26 11 4 12 5 6 8 10 27 9 10 13 25 14 16 17 16 18 22 24 20 21 23 23 28 25 26 27 29 29 leaf_value=0.0342025 -0.0365923 0.025041 0.038491 -0.00650348 0.032338 -0.0134174 0.057247 0.0432119 0.0564955 0.00490653 -0.00492601 -0.039365 0.0250116 0.0145586 0.0717782 0.0255392 -0.0109592 0.0456073 0.053564 0.0170033 -0.0220779 -0.018663 0.0452858 0.00448265 -0.0454814 -0.0280971 -0.00388613 0.0147547 0.0392744 -0.0142834 leaf_count=329 1796 477 362 4920 346 1488 123 142 232 2620 3762 358 110 1350 170 465 117 200 175 484 1953 1326 133 2901 543 4994 637 255 103 6135 internal_value=0 -0.0113414 -0.00111418 -0.0387476 0.0580596 0.0410498 0.0223644 0.0572424 0.137152 0.107588 -0.0221662 -0.000626761 -0.14225 -0.014045 -0.00622056 -0.026164 0.383288 -0.0376204 -0.0515573 -0.0602008 0.0029576 0.0634787 0.119627 0.0811191 -0.126644 -0.247639 -0.237435 0.343937 -0.150552 -0.126214 internal_count=39006 38677 36244 26914 9330 8968 8622 7134 3230 3107 3904 16890 10024 16413 16055 14705 287 14418 13953 13753 6488 4535 3209 3034 7265 5104 2433 487 6781 6238 Tree=637 num_leaves=31 split_feature=1 89 57 67 67 68 14 18 89 88 57 86 42 37 31 89 67 70 8 46 57 36 13 54 12 31 40 85 84 91 split_gain=15.9415 11.5029 10.868 11.0296 10.4834 9.7579 10.3841 9.76661 7.95011 8.55475 8.19194 8.1291 6.96375 7.49945 6.903 6.74971 7.64324 6.92441 7.00194 6.97665 6.79439 6.68049 6.5349 6.7314 6.04286 5.8787 5.78242 5.76646 6.11336 4.81809 threshold=6 7 8 4 5 5 0 3 3 4 4 5 3 0 3 1 3 2 2 2 2 2 0 2 1 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 25 -5 -6 7 -7 -9 -10 -11 -12 -13 14 -14 24 -17 -18 -19 -20 -21 -8 -22 -24 -16 -4 -15 28 -23 -28 right_child=1 2 3 4 5 6 21 8 9 10 11 12 13 26 15 16 17 18 19 20 22 27 23 -25 -26 -27 29 -29 -30 -31 leaf_parent=0 1 2 25 4 5 7 21 8 9 10 11 12 14 26 24 16 17 18 19 20 22 28 23 23 24 25 29 27 28 29 leaf_value=0.0730573 0.0625957 0.0655476 0.0587077 0.0473732 0.0501537 0.0503147 0.0224527 0.0308353 0.041142 0.0401336 -0.0659404 -0.051057 0.0188288 0.0190995 0.0494218 0.0334838 0.0156722 0.023124 0.0218327 0.0287501 -0.0114747 -0.000736093 0.0422918 -0.0305431 0.00176246 0.0032723 -0.0187771 -0.0280031 -0.0266539 0.00373491 leaf_count=102 102 104 168 149 116 145 298 278 261 233 101 262 564 1052 262 174 493 370 194 185 9127 3967 112 7190 734 118 742 4970 2046 4387 internal_value=0 6.34171e-05 -0.0042282 -0.00810153 -0.0151604 -0.0203285 -0.0248827 -0.00143368 -0.0072141 -0.0148239 -0.0210325 -0.0271197 -0.0230264 -0.0184496 -0.0561316 -0.0706137 -0.0878285 -0.0984447 -0.114776 -0.127734 -0.141126 -0.133683 -0.152064 -0.275983 0.142354 0.361429 0.0459218 -0.159524 -0.0884358 0.0110068 internal_count=39006 38904 38802 38698 38412 38263 38147 26866 26721 26443 26182 25949 25848 25586 19405 18841 17845 17671 17178 16808 16614 11281 16429 7302 996 286 6181 10983 6013 5129 Tree=638 num_leaves=31 split_feature=14 14 14 46 40 40 12 28 16 70 42 16 12 13 31 90 13 46 88 23 59 37 75 34 37 34 63 91 10 79 split_gain=8.89319 12.8734 9.5128 7.54773 6.69523 6.40075 6.22321 6.6255 5.96645 5.65584 5.67156 5.38321 5.62622 5.41898 5.72941 5.39866 5.59499 5.38564 5.34296 5.86472 5.33254 4.99719 4.71612 4.58723 4.45888 4.34804 4.15599 4.09987 3.90451 4.71858 threshold=0 1 2 3 1 2 2 2 3 3 1 1 1 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 27 26 -1 28 -6 25 24 -9 -10 -11 17 -13 14 18 -15 -17 -12 20 -20 23 22 -19 -14 -8 -7 -3 -2 29 -5 right_child=1 2 -4 4 5 6 7 8 9 10 11 12 13 15 -16 16 -18 21 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=3 27 26 2 29 5 25 24 8 9 10 17 12 23 15 14 16 16 22 19 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0516078 -0.00599363 0.0141964 -0.0413715 0.0545499 0.0190697 0.035936 0.0556256 0.0298924 -0.0458775 -0.0318434 -0.0472069 0.0117967 0.0171695 0.0337918 -0.0153909 -0.00661392 -0.0338983 0.0130076 0.0157714 -0.0444673 -0.0193585 -0.0140132 0.0500742 -0.0254902 -0.00953606 -0.0213345 -0.0244635 0.016008 -0.00517465 0.0150609 leaf_count=232 3940 1056 4140 206 922 411 186 269 211 1882 119 1901 2962 180 3523 1892 4658 848 414 653 1179 516 292 452 136 298 1036 1178 1056 2258 internal_value=0 -0.102592 -0.263592 0.0300083 0.0358411 0.00884757 -0.0099958 -0.024072 -0.0353097 -0.0467653 -0.0376541 -0.0239509 -0.0510741 -0.0793038 -0.0290892 -0.186121 -0.218009 0.117264 0.0377031 -0.218414 0.0843026 0.157619 0.236807 0.134967 0.343038 0.251214 -0.0374578 0.0217511 0.141632 0.183995 internal_count=39006 11350 6232 27656 27424 23904 22982 22273 21951 21682 21471 19589 17814 15913 9183 6730 6550 1775 5660 1067 4593 1656 1140 3414 322 709 2092 5118 3520 2464 Tree=639 num_leaves=31 split_feature=32 57 55 73 5 85 7 0 36 17 85 14 38 38 7 66 24 74 89 23 22 10 86 17 2 65 45 24 76 74 split_gain=8.30677 5.96606 5.53791 6.92869 5.93747 7.8027 4.55511 4.93505 5.19786 5.53816 6.23818 5.99182 5.06102 5.58217 4.17885 3.83285 4.25797 3.62879 4.71007 3.66228 3.6157 4.48598 4.64461 4.70412 3.60755 3.39372 4.35163 3.74764 3.30371 3.29903 threshold=0 2 1 1 1 0 4 3 1 0 2 0 1 2 0 3 0 2 1 3 1 0 2 3 1 0 1 2 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 3 -3 5 -4 -6 -8 17 11 -11 12 29 -14 -2 16 -15 -9 -19 -20 -12 22 -22 -24 -21 -16 -27 -28 -17 -10 right_child=14 2 4 -5 6 -7 7 8 9 10 20 -13 13 15 25 28 -18 18 19 24 21 -23 23 -25 -26 26 27 -29 -30 -31 leaf_parent=1 14 3 5 3 6 5 7 17 29 10 20 11 13 16 25 28 16 18 19 24 22 21 23 23 24 26 27 27 28 29 leaf_value=-0.038838 -0.0214838 0.0405597 0.00555876 -0.0354289 0.0424774 0.10243 0.0458437 0.0560082 0.00869342 0.0644295 0.052155 -0.0302583 0.051857 0.0401238 -0.0138736 0.0405928 -0.0222871 -0.0390501 0.0490776 0.050505 0.0760539 -0.0229191 0.0643422 0.00244107 0.00565303 -0.0426813 -0.0284331 0.0204413 -0.011104 0.0575165 leaf_count=570 9643 305 224 1732 235 137 292 130 460 279 226 3680 195 252 2554 162 390 193 221 164 124 1823 229 2329 1677 217 250 1190 8952 171 internal_value=0 0.0262347 0.0361979 -0.217316 0.0516864 0.46352 0.0408396 0.0316784 0.022536 -0.010207 0.108689 -0.057429 -0.0228099 -0.0532915 -0.118063 -0.0708623 0.194699 0.150729 0.115544 0.155662 0.0671524 0.0365741 0.105805 0.0691304 0.104823 -0.0397243 0.0727949 0.133882 -0.0976406 0.245579 internal_count=39006 25152 24582 2037 22545 361 22184 21949 21657 19272 5010 14262 10582 9951 13854 9756 642 2385 2255 2062 4731 4505 2682 2558 1841 4211 1657 1440 9114 631 Tree=640 num_leaves=31 split_feature=8 31 22 82 29 32 56 58 63 40 81 87 87 22 31 71 12 58 12 14 47 63 59 47 24 24 85 17 13 24 split_gain=7.32903 7.26218 7.34066 6.60598 6.55227 7.00522 5.73795 6.77137 5.23439 5.07522 5.08241 5.19468 4.65963 4.3815 4.10311 4.06724 5.40626 5.0955 5.00577 4.51374 4.61955 7.47912 8.172 7.03151 6.93195 7.44053 4.87881 4.85192 4.46264 4.63336 threshold=5 2 2 2 1 6 1 3 1 2 1 0 0 1 8 0 1 2 3 4 0 0 0 1 1 0 0 0 6 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 12 -8 -9 -10 11 -11 -7 -12 -15 16 -16 -18 -19 -20 21 22 24 -22 -21 -26 -23 -25 -17 -30 right_child=1 2 3 4 5 6 7 8 9 10 13 -13 -14 14 15 28 17 18 19 20 23 26 -24 27 25 -27 -28 -29 29 -31 leaf_parent=0 1 2 3 4 5 12 7 8 9 11 13 11 12 14 16 28 17 18 19 24 23 26 22 27 25 25 26 27 29 29 leaf_value=0.0513815 -0.0163275 -0.0343059 -0.0355492 -0.0165849 0.0331188 -0.0283352 -0.0433776 -0.00423822 -0.019522 -0.0501404 -0.0138761 0.00674642 0.000408535 0.0247647 -0.0160988 0.0350459 -0.0378309 -0.0610167 -0.0238883 -0.0142253 -0.000490791 0.0427678 -0.0405728 0.0138897 -0.0109632 0.00904127 0.00732121 -0.00486902 0.0154792 0.00388828 leaf_count=115 2587 497 666 2054 208 2005 214 5228 638 753 747 174 562 252 1218 152 154 107 146 970 2988 294 1082 4032 2283 1484 326 948 1458 4664 internal_value=0 0.000574702 0.00609221 0.00879759 0.0111491 0.0159805 0.0130008 0.0179486 0.0200414 0.0318022 0.0355285 -0.243086 -0.143956 0.0386189 0.0428501 0.0393364 0.0203515 0.0283118 0.0318046 0.0339967 0.0386626 -0.00484453 -0.0320281 0.069126 -0.0146331 0.0305851 0.18683 0.115455 0.0775541 0.0687647 internal_count=39006 38891 36304 35807 35141 33087 32879 30312 30098 24870 24232 927 2567 23305 22558 22306 16032 14814 14660 14553 14407 6439 5819 7968 4737 3767 620 4980 6274 6122 Tree=641 num_leaves=31 split_feature=42 74 14 87 86 42 32 84 47 18 89 84 67 0 33 69 53 23 66 84 33 33 74 53 40 24 42 31 85 32 split_gain=5.92847 5.83103 6.53651 6.98348 5.95073 5.74068 10.855 5.91541 5.88974 5.83951 5.81553 5.32505 5.12191 4.95386 4.89863 5.15354 4.75359 4.06338 5.1454 4.00312 3.87813 3.85868 3.85867 3.80322 4.1998 3.76987 3.68495 3.568 4.61716 3.42052 threshold=5 0 3 0 2 1 0 0 5 1 1 1 2 1 2 3 1 0 1 1 3 0 1 0 1 0 3 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 4 -3 22 -2 6 13 8 17 11 19 -9 -10 -6 -14 25 27 18 -7 -11 -18 -19 -4 24 -5 -16 -22 28 -17 -8 right_child=1 2 3 23 5 7 29 9 12 10 -12 -13 14 -15 15 16 20 21 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 4 2 22 24 13 18 29 11 12 19 10 11 14 13 25 28 20 21 18 19 26 21 22 23 24 25 26 27 28 29 leaf_value=0.0327106 -0.0206418 0.0158184 -0.0124573 0.0446491 0.0440659 0.0601824 0.0141503 -0.000915851 -0.0391823 0.00353167 0.00360291 0.0521998 -0.0286779 -0.00294556 -0.0264423 -0.02786 -0.0508117 -0.00693532 0.00195981 0.0537277 0.027145 0.0409101 -0.0336838 -0.0102885 0.0035676 0.031314 -0.00046834 -0.034266 0.00182332 0.0341093 leaf_count=174 911 321 3237 125 129 131 630 174 464 140 4427 172 698 1661 179 1090 179 347 104 131 167 131 2646 1275 774 312 16426 671 621 559 internal_value=0 0.00865639 -0.0624018 -0.0926763 0.0214358 0.0262344 0.106916 0.0128856 -0.00961745 0.0703626 0.0528305 0.329204 -0.0190656 -0.00237458 -0.0146767 -0.00885862 -0.016055 0.180048 0.374186 0.340039 -0.00240361 0.0458422 -0.181176 -0.000992608 0.0873044 0.227524 0.000505367 -0.134493 -0.0780838 0.238174 internal_count=39006 38832 8378 8057 30454 29543 2979 26564 21520 5044 4698 346 20807 1790 20343 19645 19154 713 235 271 16772 478 5883 2174 899 491 16593 2382 1711 1189 Tree=642 num_leaves=31 split_feature=81 82 59 84 57 41 59 7 8 85 38 48 52 47 31 88 23 47 38 47 61 74 37 80 72 78 65 87 61 42 split_gain=6.67503 6.41475 6.8585 9.27709 7.5591 7.28918 7.17878 6.29557 6.89603 6.1889 5.88379 6.46263 6.39553 11.2981 6.79889 4.59103 4.4208 4.31026 3.96785 4.61668 3.96098 4.08604 3.83216 4.50165 4.14711 4.64665 3.65916 4.08726 3.24849 3.5368 threshold=1 1 0 0 1 3 3 2 2 0 1 1 1 4 0 1 0 4 1 0 0 1 0 1 1 2 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 4 9 -3 -6 -5 -7 -9 -4 -10 -12 13 -13 22 -8 -16 -11 -17 -20 -19 -22 23 -14 -25 -26 -15 -28 -24 -30 right_child=1 2 3 6 5 7 15 8 10 17 11 12 14 26 16 18 -18 20 19 -21 21 -23 28 24 25 -27 27 -29 29 -31 leaf_parent=0 1 4 9 6 5 7 15 8 10 17 11 13 23 26 16 18 16 20 19 19 21 21 28 24 25 25 27 27 29 29 leaf_value=-0.0412202 -0.0284223 -0.0401677 -0.0211645 0.111233 0.0473437 -0.0348973 0.061878 -0.0502234 -0.0265437 -0.0460886 -0.0288495 0.107546 -0.0610833 0.041164 0.000670328 0.067853 -0.0338898 0.0275362 0.0260498 -0.0131433 0.0389966 -0.0179351 0.0155418 0.0373591 0.059678 0.00325822 -0.00960565 0.0178376 0.0217085 -0.0274789 leaf_count=1779 2342 1305 4545 109 258 1260 323 578 1418 163 1372 130 142 369 1148 143 3740 824 492 724 160 653 395 457 161 10405 1174 990 146 1302 internal_value=0 0.00189169 0.0108452 0.121548 -0.0146704 -0.00477195 0.295055 -0.0126941 -0.00280281 0.00398726 0.00470704 0.0167311 0.0289404 0.166251 0.00100807 0.247238 -0.19769 0.109851 0.176036 0.121816 0.151382 -0.0370968 0.0257025 0.0463818 0.0527038 0.0406606 0.122166 0.0751455 -0.124659 -0.202497 internal_count=39006 37227 34885 8136 26749 25445 1791 25187 23927 6345 23349 21931 20559 2663 17896 1682 4888 1800 1359 1216 1637 813 13008 11165 11023 10566 2533 2164 1843 1448 Tree=643 num_leaves=31 split_feature=33 10 33 66 35 74 38 75 43 32 14 85 59 13 69 39 53 74 85 85 39 14 91 39 23 63 23 7 23 47 split_gain=19.9 5.9006 3.9629 3.55091 1.91265 2.05691 2.26767 1.88875 1.83005 1.52506 1.48874 2.50229 1.47807 1.57878 1.20263 1.09128 1.20685 1.00382 1.10782 0.979569 0.851085 0.72403 0.639383 1.23206 0.593799 0.641804 0.576492 0.503189 0.25042 0.222051 threshold=0 0 1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=15 2 12 8 5 6 -5 10 14 -6 -8 22 13 21 27 16 17 18 24 20 -3 26 -12 -24 -1 -26 -2 29 -29 -4 right_child=1 19 3 4 9 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_parent=24 26 20 29 6 9 5 10 7 8 9 22 11 12 13 14 15 16 17 18 19 20 21 23 23 25 25 26 28 28 29 leaf_value=0.00351288 0.00715496 -0.0357183 0.0263647 -0.0303861 -0.0423382 -0.0333591 0.0448792 -0.012618 -0.00960938 0.00204721 0.0317217 -0.0278425 -0.051139 -0.0341446 0.00211764 -0.0488441 -0.0502812 -0.0502744 -0.040023 -0.0532532 -0.00361229 0.0254298 -0.00957971 0.0356764 -0.035595 -0.00250248 -0.0236354 0.0592803 0.0398247 0.0422617 leaf_count=1343 236 1330 425 198 224 192 194 164 161 237 410 130 1085 1414 101 13977 6523 2314 2516 812 724 386 142 106 1479 918 714 147 231 173 internal_value=0 0.0138624 0.062886 0.117551 0.0300323 0.0815651 0.11834 0.161739 0.274853 -0.193924 0.220192 0.150382 -0.163507 -0.0952877 0.328357 -0.395159 -0.328578 -0.26102 -0.204811 -0.312997 -0.22009 0.0278858 0.232039 0.106998 -0.110237 -0.211363 -0.064259 0.376941 0.484322 0.309593 internal_count=39006 9936 7070 3235 1997 1536 1344 1146 1238 461 982 788 3835 2750 1077 29070 15093 8570 6256 2866 2054 1336 658 248 3740 2397 950 976 378 598 Tree=644 num_leaves=31 split_feature=56 10 59 10 10 56 56 41 10 58 57 13 13 61 66 85 22 41 41 75 56 43 10 14 8 47 91 84 73 66 split_gain=10.5268 10.1004 8.61593 8.79439 8.84621 8.08979 7.96138 8.19627 7.85739 6.31756 5.83303 5.60958 6.7809 5.42079 5.24924 6.91735 6.40934 6.62472 8.13322 4.96038 4.9126 4.77391 4.6946 4.48896 4.15572 4.547 3.98634 4.38998 4.26643 3.87543 threshold=5 7 12 8 9 4 3 0 10 3 1 0 1 0 5 0 2 1 2 1 2 0 0 1 1 1 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 8 -8 -9 21 13 19 23 15 -11 -16 20 26 -13 -18 -10 24 -12 -20 -26 -19 -28 -29 -24 right_child=1 2 3 4 5 6 7 9 10 14 11 12 -14 -15 16 -17 17 18 22 -21 -22 -23 29 -25 25 -27 27 28 -30 -31 leaf_parent=0 1 2 3 4 5 6 8 9 21 15 23 19 12 13 16 15 20 26 24 19 20 21 29 23 25 25 27 28 28 29 leaf_value=0.0601247 0.0431747 0.041837 0.0407319 0.0430045 0.0378469 0.0270571 0.0488085 0.0401147 0.0266226 -7.02028e-05 0.0239022 0.0287887 -0.0361221 -0.018533 0.0403626 0.0518665 0.0261631 0.0152262 0.0354307 -0.0160913 -0.012824 -0.0136798 -0.00224456 -0.00516696 0.0230418 -0.00694317 0.016778 0.0170513 -0.0257001 0.0356609 leaf_count=170 739 615 689 609 240 478 309 154 880 274 755 356 7607 4754 160 189 174 296 140 3201 4844 467 200 7762 295 852 195 135 973 494 internal_value=0 0.00416882 -0.00305341 -0.00940971 -0.0160697 -0.0224277 -0.0289901 -0.0377744 -0.0925643 0.0131205 -0.102124 -0.122245 -0.224906 -0.079214 0.00243589 0.217706 -0.0140071 -0.0251462 0.0364562 -0.0922721 -0.105284 0.106055 0.12058 -0.0221228 0.0501599 0.00582926 -0.0909719 -0.145293 -0.20215 0.266453 internal_count=39006 38836 38097 37482 36793 36184 35944 35466 26091 9375 25782 24435 11164 13271 9221 463 8758 8598 3580 3557 5018 1347 1981 8517 1287 1147 1599 1303 1108 694 Tree=645 num_leaves=31 split_feature=37 61 61 76 71 4 12 35 85 10 66 8 91 78 31 2 58 65 86 0 85 37 13 19 10 24 7 74 24 37 split_gain=5.54422 5.73977 5.19336 4.86656 8.17121 6.27977 5.14033 4.55134 4.30588 4.22011 4.1143 4.92879 4.05201 3.92565 4.09877 3.85962 3.74453 3.64221 4.17908 3.84163 3.45834 3.25786 3.01853 6.40096 4.26697 5.51745 2.92675 2.89935 2.8291 2.80428 threshold=0 0 1 1 0 1 1 2 0 0 0 2 2 2 4 0 1 0 1 2 3 1 0 0 1 1 2 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 9 20 4 29 -5 26 -8 -6 10 -1 -12 -9 21 -15 22 -13 19 -19 -18 -3 -14 23 -11 25 -24 -7 -22 -29 -2 right_child=3 2 -4 5 8 6 7 12 -10 15 11 16 13 14 -16 -17 17 18 -20 -21 27 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_parent=10 29 20 2 5 8 26 7 12 8 23 11 16 21 14 14 15 19 18 18 19 27 21 25 23 24 25 26 28 28 29 leaf_value=0.0030964 -0.0413814 0.033604 -0.0267449 -0.0272722 0.007869 0.0301333 -0.0159808 -0.0416681 0.0800768 -0.0064087 0.041083 0.0192425 0.0103887 0.0383767 0.00829696 -0.0228099 0.0351537 0.0472541 -0.0079682 -0.0220669 0.0188919 0.0726638 0.0564374 0.038131 0.0736534 -0.00528871 -0.0175104 0.00526492 -0.0204161 0.0245813 leaf_count=5911 150 207 5337 644 142 115 649 378 144 1524 178 411 170 201 6077 1471 263 137 831 6580 637 116 115 258 171 407 1329 887 3465 101 internal_value=0 -0.0382836 -0.136287 0.0543654 0.315787 0.0369683 0.0571795 0.0873214 0.596099 -0.00234036 -0.0339069 -0.102081 0.110131 0.120537 0.104193 0.109797 -0.123265 -0.150495 0.0375573 -0.198791 -0.0457311 0.451891 0.153415 0.0711562 0.311627 0.185057 -0.123894 -0.0807525 -0.126131 -0.120816 internal_count=39006 28790 10533 10216 537 9679 9035 7591 286 18257 14311 8400 6942 6564 6278 3946 8222 7811 968 6843 5196 286 2475 1782 693 522 1444 4989 4352 251 Tree=646 num_leaves=31 split_feature=1 89 23 47 66 2 7 87 51 47 12 85 23 51 10 71 40 19 57 10 89 67 78 43 10 75 63 0 24 33 split_gain=15.1093 10.9591 10.5534 9.94879 8.0752 8.00421 7.85754 7.22888 7.10178 6.23332 5.65449 5.0847 6.08356 4.91744 4.70295 4.67205 4.50756 4.4609 4.32991 4.21553 4.13978 4.08597 4.86692 4.21476 7.6561 4.71478 4.12583 4.76209 3.9996 3.97469 threshold=6 7 0 0 1 4 1 0 1 1 2 1 1 2 2 0 2 0 1 0 1 1 2 0 0 0 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 7 4 20 -6 18 14 19 -10 17 -7 28 -14 -3 16 -15 -11 -5 -8 -4 -16 -23 25 29 26 27 -24 -13 -25 right_child=1 2 3 6 5 11 8 -9 9 10 -12 12 13 15 21 -17 -18 -19 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 14 20 18 5 11 19 7 9 17 10 28 13 16 21 15 16 17 18 19 20 22 27 29 24 25 26 27 28 29 leaf_value=0.0717572 0.0593043 0.0404568 0.0325221 0.0346983 0.0916954 0.0296172 -0.00086699 -0.0283215 0.00140275 0.0425347 -0.0141797 0.01349 0.0643205 0.0553786 0.0156126 -0.00454043 0.0143836 -0.00821142 0.00554725 0.0424937 -0.0144951 0.0329083 0.0170455 -0.0273887 -0.0297189 0.00372964 -0.000845046 -0.0301829 -0.0155586 0.022986 leaf_count=102 107 129 114 228 103 881 299 4694 4612 258 7513 480 107 106 600 988 2867 149 2435 301 1799 152 287 150 1080 788 888 4293 1666 830 internal_value=0 -0.00187817 -0.00621521 0.0206623 0.0929378 0.128819 -0.0214048 -0.0993342 -0.0553218 -0.0717044 -0.120249 0.118763 0.090024 0.138183 -0.0577098 0.123125 0.167273 0.15417 0.0906032 0.21773 -0.0940102 -0.0709197 -0.0949552 -0.111907 0.0193662 -0.161223 -0.211408 -0.265222 -0.0571642 0.155403 internal_count=39006 38904 38797 24906 9111 7198 15795 13891 13132 12532 7920 7095 6214 4068 9197 3961 2973 407 2663 600 1913 9068 8468 8316 2060 6256 5468 4580 2146 980 Tree=647 num_leaves=31 split_feature=42 78 58 7 14 67 31 12 34 12 7 14 58 12 7 66 75 31 67 13 67 74 13 87 65 28 69 77 13 74 split_gain=8.8774 8.63845 8.63782 7.97387 8.0329 13.8025 7.76949 7.75067 7.96537 6.05465 5.98447 5.63443 5.33242 5.98935 4.6826 5.48042 4.64196 4.48279 4.56565 4.46122 5.56628 5.5161 7.13601 3.93412 4.29849 3.72764 3.54424 3.48455 3.68445 3.47225 threshold=1 12 4 0 0 2 1 2 0 1 1 1 2 3 2 4 0 0 1 0 3 0 1 1 0 2 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=23 -2 -3 4 7 -6 16 8 -4 27 -8 -7 -11 -14 -12 -16 -5 18 -17 20 -15 22 -21 24 -1 -22 -19 -9 -29 -23 right_child=1 2 3 6 5 11 10 9 -10 12 14 -13 13 19 15 17 -18 26 -20 21 25 29 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=24 1 2 8 16 5 11 10 27 8 12 14 11 13 20 15 18 16 26 18 22 25 29 22 23 24 25 26 28 28 29 leaf_value=-0.0330144 0.0565313 0.0469859 0.064762 0.0106449 0.0773036 -0.0117799 -0.00699809 -0.0392471 -0.0375254 0.0389095 -0.0034352 -0.0404186 0.0524216 0.0644061 -0.0253897 -0.00953025 0.0422035 0.0165604 0.0274825 -0.00662418 0.0394136 -0.0158979 -0.043537 -0.0322488 0.0483654 -0.00738746 -0.0161175 0.0557253 0.0120191 0.0329563 leaf_count=416 112 149 242 793 107 3130 4562 147 246 178 1723 4410 159 100 128 147 420 294 1042 1586 132 568 4176 3082 185 8575 355 263 1320 259 internal_value=0 0.00330133 -0.00208297 -0.00855582 -0.0638151 -0.211806 0.0431762 -0.0235692 0.400054 -0.0408242 0.0139476 -0.260409 -0.0706302 -0.0837168 0.0712822 0.131276 0.227688 0.161469 0.228442 -0.0951485 -0.0452041 -0.200745 -0.275305 -0.2474 0.105186 -0.0592664 0.00830039 0.158554 0.20628 0.0716263 internal_count=39006 35323 35211 35062 25598 7647 9464 17951 488 17463 8251 7540 15733 15555 3689 1966 1213 1838 1189 15396 8807 6589 5762 3683 601 8707 649 1730 1583 827 Tree=648 num_leaves=31 split_feature=87 66 65 31 46 42 46 7 73 66 69 38 44 16 25 91 86 58 9 15 38 31 66 33 1 33 90 63 54 15 split_gain=6.58461 6.17507 6.57938 6.76491 5.63133 4.71423 4.72796 4.44497 4.18723 4.36231 5.291 5.27089 4.96408 4.55343 4.83871 6.37921 4.40213 3.97065 4.40054 4.71732 4.49927 5.3858 7.15566 6.28753 4.43221 5.1496 4.35226 5.48228 3.68479 3.5113 threshold=3 0 3 3 1 1 2 3 2 2 1 3 1 4 0 0 1 1 1 0 2 0 1 0 1 0 1 2 1 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 -4 -3 -6 -7 -5 -8 10 -10 -11 -13 -14 17 16 -16 -15 -19 20 -20 22 -22 -23 -21 29 -24 -28 -18 -26 right_child=1 4 3 7 5 6 8 -9 9 11 -12 12 13 14 15 -17 28 18 19 24 21 23 26 -25 25 -27 27 -29 -30 -31 leaf_parent=0 2 4 3 7 5 6 8 7 10 11 10 12 13 17 16 15 28 18 20 24 22 23 26 23 29 25 27 27 28 29 leaf_value=-0.0460836 0.0510375 0.0224384 0.0640045 0.051432 -0.0293552 0.0334192 -0.0269865 -0.0157013 0.0315355 0.0589407 -0.0217736 -0.026919 0.0429894 0.0243394 0.0865226 -0.0050084 0.0775203 0.0245889 0.0441482 0.0280491 -0.0215851 -0.0220667 0.0662502 0.0179196 -0.055063 -0.0415145 0.082021 0.0102227 0.0135435 -0.00283607 leaf_count=1186 335 1229 181 152 1712 367 848 13941 511 196 2742 762 167 822 258 1105 212 659 180 282 1546 2327 111 657 324 1037 108 1793 1026 2230 internal_value=0 0.00824403 -0.0953704 -0.119826 0.0388151 0.0186556 0.0297763 -0.14068 0.0179303 0.0294591 -0.135124 0.0513032 0.042159 0.0572959 0.0451296 0.238825 0.432729 0.0194477 -0.00119676 -0.0238454 0.0324372 0.00978082 0.104822 -0.113408 -0.140203 -0.185066 0.190756 0.145706 0.283354 -0.0795928 internal_count=39006 37820 14609 14274 23211 21982 20270 14093 19903 19055 3253 15802 15606 14844 14677 2601 1496 12076 11254 10595 6722 6542 3558 2984 3873 3591 2012 1901 1238 2554 Tree=649 num_leaves=31 split_feature=78 8 54 40 16 15 29 78 40 25 3 25 40 76 70 32 8 33 15 84 0 24 19 20 66 14 31 10 74 41 split_gain=7.87351 7.01529 7.42889 7.0547 6.92974 6.5639 6.34433 6.21152 5.74129 5.50253 9.81776 8.58759 7.03692 5.56866 4.85463 4.40984 4.4457 4.21489 4.13533 4.07555 4.07097 3.76315 5.2482 4.19902 3.86793 5.15368 4.58838 3.66931 3.61316 3.45622 threshold=2 5 3 1 2 7 2 1 3 0 4 1 2 4 3 0 12 2 1 0 2 0 0 1 1 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 18 -5 -6 -7 19 -9 12 -11 -12 -10 -14 -15 16 -16 -17 -4 -8 -18 22 23 -22 25 -23 -27 -21 29 -25 right_child=1 2 3 4 5 6 7 8 9 10 11 -13 13 14 15 17 20 -19 -20 27 21 24 -24 28 -26 26 -28 -29 -30 -31 leaf_parent=0 1 2 18 4 5 6 19 8 12 10 11 11 13 14 16 17 20 17 18 27 23 25 22 29 24 26 26 27 28 29 leaf_value=-0.0268193 0.0502318 -0.0444783 -0.0231893 -0.0333784 0.0258141 -0.0568889 -0.0272922 -0.0404257 -0.0217035 0.0882872 -0.00254397 -0.0347541 0.0510853 -0.0345331 0.0249211 0.0280462 -0.0233014 0.00559144 -0.00517356 0.010813 0.0286263 0.0195212 -0.027241 0.000549441 0.00443132 -0.00660246 -0.0396761 -0.044311 -0.0273831 -0.0263096 leaf_count=1114 109 438 934 882 395 209 1293 305 694 327 2507 2878 109 200 174 303 326 7866 3687 267 337 177 1309 3443 6194 745 155 124 981 524 internal_value=0 0.000677596 -0.00108176 0.001032 0.0116212 0.014485 0.0106077 0.0122085 0.017564 0.0196225 -0.0904707 -0.114222 0.0272183 0.0318989 0.0299738 0.0321241 0.00862455 0.063499 -0.0834771 -0.157847 0.00322104 0.0083734 -0.0509171 -0.0215437 0.0277639 -0.0669922 -0.120587 0.0122346 -0.0406976 -0.017583 internal_count=39006 37892 37783 37345 32724 31842 31447 31238 29554 29249 5712 5385 23537 22843 22734 22534 14365 8169 4621 1684 14191 13865 6594 5285 7271 1077 900 391 4948 3967 Tree=650 num_leaves=31 split_feature=50 16 13 63 39 21 18 76 72 14 23 38 79 55 39 65 52 8 74 61 33 38 45 36 7 69 87 25 15 13 split_gain=6.08953 6.00772 5.49704 5.355 6.07103 7.85771 5.62291 5.58894 5.36917 5.6893 5.71282 5.80942 4.75825 4.62879 4.56342 5.20925 5.14175 4.72757 4.46777 4.56258 4.66445 4.41497 4.24385 4.23564 3.89992 3.80154 3.79201 3.90215 3.57002 3.74696 threshold=1 2 15 15 0 0 1 2 2 0 4 1 4 2 1 0 2 2 0 0 0 1 1 2 0 0 0 0 4 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 21 -3 -4 5 6 24 -6 -8 10 -10 -12 -9 -13 15 16 -14 -18 19 20 25 -2 -11 -16 -5 -15 -7 -28 29 -25 right_child=1 2 3 4 7 26 8 12 9 22 11 13 14 18 23 -17 17 -19 -20 -21 -22 -23 -24 28 -26 -27 27 -29 -30 -31 leaf_parent=0 21 2 3 24 7 26 8 12 10 22 11 13 16 25 23 15 17 17 18 19 20 21 22 29 24 25 27 27 28 29 leaf_value=-0.0413831 0.0235548 0.0432257 0.0370323 0.04087 -0.0564325 -0.0266073 0.012596 0.052224 0.0160083 0.0451562 0.0173322 0.0474978 -0.0469335 -0.010939 0.0297735 -0.0145042 0.0487542 0.00169446 -0.0371341 -0.0329405 -0.0412655 -0.0361093 0.00113229 -0.0157899 -0.0248119 0.0125136 -0.000337451 -0.0502257 0.00419124 0.0260347 leaf_count=696 154 110 114 393 132 4784 769 182 631 121 534 104 122 2457 278 2044 129 4456 1915 1579 1015 1017 2788 101 192 507 880 492 9770 541 internal_value=0 0.0136178 0.0171179 0.0150353 0.0126527 -0.0302901 -0.00385434 0.0351501 -0.0143349 -0.0362011 -0.0983402 -0.127943 0.0374109 -0.156723 0.035022 -0.0158126 0.0168746 0.0276189 -0.168704 -0.13197 -0.0864885 -0.25285 0.0242644 0.056981 0.292205 -0.051859 -0.167877 -0.0569688 0.0508185 0.194824 internal_count=39006 38310 37139 37029 36915 19160 13004 17755 12419 11651 8742 8111 17623 7577 17441 6751 4707 4585 7473 5558 3979 1171 2909 10690 585 2964 6156 1372 10412 642 Tree=651 num_leaves=31 split_feature=82 81 41 41 61 13 74 39 59 66 32 14 84 53 53 10 14 14 85 14 55 48 8 8 72 0 3 52 63 87 split_gain=7.06977 6.46414 6.50957 7.11006 6.2922 6.46644 5.12622 4.90611 4.74803 4.48038 4.19106 3.99706 5.15416 5.87691 4.85814 3.51216 3.44968 3.6047 6.44493 3.35709 3.1317 3.81742 3.71462 3.71996 3.6876 3.03936 3.13878 2.98634 5.76915 5.57977 threshold=1 1 0 1 0 0 0 0 2 2 1 0 0 1 0 0 1 0 1 2 1 1 2 1 2 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 4 11 6 -6 20 -8 -7 -5 -9 14 -13 -14 15 -4 -11 18 -18 -19 -3 -22 -23 -24 -25 -10 -27 28 29 -26 right_child=1 2 3 9 5 8 7 10 25 16 -12 12 13 -15 -16 -17 17 19 -20 -21 21 22 23 24 27 26 -28 -29 -30 -31 leaf_parent=0 1 20 15 9 5 8 7 10 25 16 10 12 13 13 14 15 18 19 18 19 21 22 23 24 29 26 26 27 28 29 leaf_value=-0.0301335 -0.0419972 0.0247509 0.00964139 0.0573916 -0.0303004 0.0586623 -0.0397913 0.0502885 -0.0405486 -0.0100868 -0.013563 -0.00623279 0.0695362 0.014008 -0.0236506 -0.0290975 0.045442 0.00095619 0.000797601 0.0529555 -0.0406302 -0.0534282 -0.0221607 -0.0452097 -0.000918337 -7.7044e-05 -0.0337018 0.00358323 -0.0164801 0.0489258 leaf_count=2574 1601 710 1243 536 4864 117 2439 128 560 425 582 1018 136 555 1971 419 380 135 2520 230 548 257 798 564 392 3265 685 8739 274 342 internal_value=0 0.00454612 0.0107997 0.0856493 -0.0254435 -0.125487 0.0134586 -0.19001 -0.0450128 0.206324 0.0208406 0.0103867 0.118016 0.260121 -0.0666384 0.03513 0.165791 0.213556 0.131925 0.405803 0.0351015 0.0210886 0.0301378 0.0369466 0.0520112 -0.0691476 -0.0390254 0.0601167 0.19857 0.318358 internal_count=39006 36432 34831 9568 25263 9491 15772 3149 4627 4226 710 5342 1709 691 3633 1662 3690 3265 2900 365 12623 11913 11365 11108 10310 4510 3950 9747 1008 734 Tree=652 num_leaves=31 split_feature=33 33 10 82 12 33 25 25 42 33 33 15 7 88 69 85 13 32 23 14 7 7 53 23 14 15 23 14 13 13 split_gain=18.2155 6.26925 4.00763 3.79387 3.14807 3.17051 2.56359 3.28292 3.03787 1.69898 2.37722 1.45502 1.02914 0.969801 0.774887 0.746941 0.895758 0.592002 0.497386 0.464824 0.412366 1.4032 0.732222 0.351463 0.422507 0.319491 0.316641 0.299126 0.0988888 0.0537243 threshold=0 1 0 1 1 4 0 1 1 2 3 0 0 0 0 0 1 1 1 0 1 0 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=14 11 3 -3 -5 -6 8 -8 -7 12 -11 23 -10 25 15 16 -1 -18 -12 26 -20 22 27 -2 -25 -4 -19 -22 -17 -13 right_child=1 2 13 4 5 6 7 -9 9 10 18 29 -14 -15 -16 28 17 19 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=16 23 3 25 4 5 8 7 7 12 10 18 29 12 13 14 28 17 26 20 19 27 21 22 24 24 25 26 27 28 29 leaf_value=-0.0017752 -0.00706561 -0.0471469 -0.00428371 -0.0258348 -0.0182611 -0.0167991 0.0225971 -0.0503314 -0.0096672 0.00979811 0.0579857 -0.0508361 0.0286332 -0.0490375 -0.0502009 -0.0406541 -0.0115287 -0.0324019 0.0498813 -0.0220882 0.0439102 0.0058794 0.0223788 -0.0362674 -0.0103317 -0.0264057 -0.0503851 0.064208 -0.0501612 -0.0413458 leaf_count=1354 575 220 232 244 138 166 186 174 319 154 263 1689 212 417 10081 3032 1416 2150 342 2008 428 119 125 1309 479 344 4203 112 4854 1661 internal_value=0 0.00174772 0.066807 0.111916 0.137513 0.170188 0.210161 -0.0884452 0.252674 0.293525 0.341097 -0.263555 0.0718762 -0.237776 -0.396224 -0.352701 -0.292317 -0.335603 0.414807 -0.376875 0.385203 0.34315 0.421484 -0.162251 -0.242959 -0.13574 -0.431217 0.496477 -0.456438 -0.464352 internal_count=39006 9908 4195 3202 2982 2738 2600 360 2240 2074 1543 5713 531 993 29098 19017 11131 9777 1389 8361 1126 784 665 2363 1788 576 6353 540 7886 3350 Tree=653 num_leaves=31 split_feature=30 34 34 92 15 58 14 14 58 14 69 6 66 25 33 2 24 43 7 16 13 24 66 23 13 17 87 55 91 10 split_gain=10.6566 9.15391 8.73876 8.3242 7.50733 7.37348 7.16975 7.46314 7.29247 6.43266 6.37587 6.07197 5.67646 5.47837 5.09358 5.15483 4.92928 5.90045 5.33265 4.6353 4.53011 7.06694 8.10759 3.98772 3.86585 3.82226 3.80066 3.6774 3.66529 3.37279 threshold=1 2 3 1 8 3 0 1 1 2 0 2 2 5 2 0 0 0 0 1 0 1 0 1 0 0 0 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=10 -2 24 26 -5 -6 8 -8 16 19 -1 -10 28 -14 -15 20 -7 18 -18 -9 23 22 -22 -16 -3 -19 -4 -17 -13 -24 right_child=1 2 3 4 5 6 7 9 11 -11 -12 12 13 14 15 27 17 25 -20 -21 21 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_parent=10 1 24 26 4 5 16 7 19 11 9 10 28 13 14 23 27 18 25 18 19 22 21 29 23 24 25 26 27 28 29 leaf_value=0.0382609 0.0213568 0.0451361 0.0275885 -0.0533192 0.0369995 -0.00481969 -0.00461681 0.0453429 -0.0439961 -0.0424131 0.00479331 0.0255883 0.0494854 -0.0276082 0.0160611 0.0414774 -0.0200839 0.0720026 0.0477527 -0.0176052 -0.0319709 -0.0223132 0.0439343 -0.00280003 -0.0013332 0.0240873 -0.00464069 0.00676554 -0.023587 -0.00634805 leaf_count=950 1525 459 892 308 241 552 4285 138 296 3726 841 128 143 685 1458 359 358 182 170 1707 754 5161 598 7114 213 151 431 2773 2288 120 internal_value=0 -0.00901396 -0.0225469 -0.0320007 -0.0461449 -0.0402363 -0.0472098 -0.150831 -0.0199085 -0.285754 0.215283 -0.0390644 -0.0307515 -0.0111887 -0.0179836 -0.00543055 0.169878 0.292791 0.0365482 -0.0844035 -0.0375683 -0.133487 0.094996 0.00339678 0.300119 0.488578 0.179452 0.101557 -0.193312 0.296079 internal_count=39006 37215 35690 35018 33695 33387 33146 9856 23290 5571 1791 21877 21581 19165 19022 18337 1413 861 528 1845 15205 6633 1472 8572 672 333 1323 3132 2416 718 Tree=654 num_leaves=31 split_feature=85 92 29 23 6 21 14 16 77 4 66 21 25 87 15 55 13 67 36 41 8 70 32 38 66 10 85 42 61 16 split_gain=5.72945 5.67333 6.30737 5.52168 5.27063 4.53596 4.12277 8.38021 7.75665 4.95237 3.96865 6.53685 6.18762 5.64568 5.27104 5.16114 5.25506 4.11812 4.74861 4.42767 4.28232 4.10675 3.90614 3.92496 3.83361 3.67106 4.08295 3.6163 4.08135 3.50147 threshold=9 1 1 13 1 1 0 2 1 1 0 0 1 3 0 1 3 1 2 0 2 1 2 1 1 1 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 5 29 -4 -5 -2 9 -8 -9 -6 11 12 14 -12 -11 -15 -17 -18 19 -19 -20 -14 -23 -24 -7 26 -22 -27 -29 -3 right_child=1 2 3 4 6 24 7 8 -10 10 13 -13 21 15 -16 16 17 18 20 -21 25 22 23 -25 -26 27 -28 28 -30 -31 leaf_parent=0 5 29 3 4 9 24 7 8 8 14 13 11 21 15 14 16 17 19 20 19 26 22 23 23 24 27 26 28 28 29 leaf_value=0.0454589 -0.0140316 0.0133927 0.0525728 0.0134581 -0.0301634 0.0677157 0.0458087 0.0320276 -0.0168575 0.01615 -0.0448856 -0.0130219 0.038096 0.0170296 0.0972781 0.0356973 0.0148214 -0.00672866 0.0286269 0.0596114 0.0176963 0.0495158 0.0432646 0.00140496 0.0182035 0.00899643 -0.0173563 -0.0130753 -0.033753 -0.0343896 leaf_count=162 415 257 137 1776 795 193 142 295 9551 257 351 2908 295 865 257 434 999 222 284 117 671 373 191 4881 1054 526 432 4682 3392 2092 internal_value=0 -0.00931863 -0.0218025 -0.0111397 -0.0154709 0.161383 -0.0303821 -0.106872 -0.134844 -0.00522706 0.00513496 0.0655719 0.11773 -0.0370135 0.542213 -0.0220784 -0.052368 -0.0691441 -0.0949172 0.236668 -0.116708 0.0888912 0.0591831 0.0383277 0.244251 -0.133941 0.0120534 -0.17646 -0.206097 -0.260243 internal_count=39006 38844 37182 34833 34696 1662 32920 9988 9846 22932 22137 9162 6254 12975 514 12624 11759 11325 10326 339 9987 5740 5445 5072 1247 9703 1103 8600 8074 2349 Tree=655 num_leaves=31 split_feature=67 12 51 12 13 13 21 68 29 18 16 7 59 36 38 13 24 88 68 36 31 14 82 66 86 52 39 64 24 38 split_gain=11.076 10.7601 9.1856 9.15883 9.97967 11.9859 13.8738 7.09745 6.94491 6.92023 6.92974 6.9917 7.41995 6.66445 6.45724 6.33891 6.32299 6.39937 6.11614 5.95536 5.38703 5.22213 5.06896 4.73298 4.68807 4.45053 4.2414 4.07513 4.32099 4.00355 threshold=6 10 2 11 0 1 0 4 2 2 3 0 2 1 1 2 0 0 2 2 0 0 1 1 1 1 0 1 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 7 21 -7 -5 -9 -10 -11 12 -12 22 20 -8 19 -18 -16 -15 -14 27 -13 -20 -19 -25 -17 -6 -29 -21 right_child=1 2 3 4 5 6 15 8 9 10 11 13 14 16 18 26 17 24 23 29 -22 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_parent=0 1 2 3 7 27 6 15 8 9 10 12 22 20 19 18 26 17 24 23 29 20 21 22 25 24 25 26 28 28 29 leaf_value=0.0581959 0.0583852 0.0311017 0.0522695 0.0405539 -0.0190284 -0.0367444 0.0100913 0.0365392 0.0319496 -0.0347353 0.0292398 0.0457795 -0.00300687 0.0266577 0.0298957 0.00656564 0.00144924 -0.0178925 -0.0185762 -0.042267 -0.040406 -0.0169703 0.0130462 -0.0195592 0.041688 0.000124901 -0.0325867 -0.0428634 0.0098268 -0.00869181 leaf_count=106 170 761 128 166 503 7737 1142 179 274 250 442 215 476 251 221 284 1219 102 1990 317 470 2000 1054 999 400 9990 1732 205 3222 2001 internal_value=0 -0.0011612 -0.00551337 -0.0124311 -0.0166003 -0.0936591 -0.204555 0.0151925 0.00888727 0.00202281 -0.00580614 0.00166067 -0.035527 0.0723648 -0.0485117 -0.045576 0.0135111 0.117554 -0.0285742 -0.0843816 -0.241729 -0.00281563 0.195914 -0.0408639 0.323876 -0.0185596 -0.205176 0.0450297 0.0791007 -0.137433 internal_count=39006 38900 38730 37969 37841 16825 10895 21016 20850 20671 20397 20147 14588 5559 14146 3158 4290 1721 13200 2569 946 5930 1269 12979 502 10989 2016 3930 3427 2318 Tree=656 num_leaves=31 split_feature=52 14 14 52 14 46 52 58 61 87 38 61 66 3 1 61 15 61 7 10 44 92 15 8 43 17 23 32 7 43 split_gain=9.37659 9.75005 11.9314 8.04563 7.81017 6.06232 5.86112 5.45553 5.71296 9.32581 5.95142 4.59971 4.58674 5.07034 5.11873 4.56006 4.91501 4.00687 3.96844 4.63411 3.75443 3.43823 3.19762 3.9099 4.18365 5.45277 3.63066 5.08867 3.16924 3.88823 threshold=5 0 1 3 2 2 4 3 0 0 1 0 0 0 1 1 0 2 2 0 1 1 0 1 1 1 2 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 -3 -2 11 -5 -7 -8 9 12 -10 -4 -9 14 -14 16 18 -17 -12 -20 -16 -19 26 -24 -25 -26 27 -22 29 -23 right_child=1 2 4 5 -6 6 7 8 10 -11 15 -13 13 -15 20 17 -18 21 19 -21 22 28 23 24 25 -27 -28 -29 -30 -31 leaf_parent=0 3 2 11 5 4 6 7 12 10 9 18 11 14 13 20 17 16 21 19 19 27 29 23 24 25 25 26 27 28 29 leaf_value=0.059188 0.0464165 -0.000466285 -0.0440179 -0.0353638 -0.0424014 0.0498242 0.0366527 -0.021543 -0.0149231 -0.030905 -0.031073 0.00406273 0.0430399 -0.0333347 -0.0489006 -0.000427635 -0.0151512 -0.0165943 0.0190748 -0.027151 0.00656803 0.0162704 -0.0379645 0.0729327 -0.043947 0.0244571 -0.0056927 0.0795072 0.0207977 -0.0192783 leaf_count=111 208 5084 1197 443 4137 110 177 4712 1009 4668 124 890 310 1197 275 2128 2795 152 1456 427 380 298 103 155 149 775 3103 108 2107 218 internal_value=0 -0.0136969 -0.124667 0.0160259 -0.283877 0.00832571 0.0156326 0.0102272 0.00333605 -0.0628421 0.04294 -0.0762316 -0.0164281 0.0171394 0.0417619 0.0656502 -0.0257733 0.106549 0.0779259 0.127354 0.0177696 0.149457 0.032098 0.169286 0.225374 0.153323 -0.0142562 0.212131 0.167404 0.0314935 internal_count=39006 38895 11308 27587 6224 27379 26936 26826 26649 15935 10714 2087 11267 6555 5358 9705 4802 4903 2007 1883 5048 2775 4773 1182 1079 924 3591 488 2623 516 Tree=657 num_leaves=31 split_feature=16 57 6 14 52 9 77 17 24 13 42 16 76 82 3 16 17 36 38 0 35 85 7 16 28 43 39 37 6 36 split_gain=7.47301 6.64282 7.29807 6.73176 5.91859 6.05409 5.94996 5.80572 6.71201 5.14545 4.29478 4.04087 5.46307 5.01478 4.99122 5.49804 4.40088 4.31875 4.0542 4.29238 3.77954 4.29271 4.76408 3.85171 3.71065 4.61486 3.68775 3.36871 3.32444 3.10366 threshold=6 2 2 0 3 2 3 0 0 1 2 1 2 1 0 4 0 2 2 3 2 2 0 2 1 0 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 27 4 -4 9 -7 28 26 -6 -8 13 -13 -12 15 -14 18 -18 -17 -20 -19 -22 -23 -24 25 -21 -9 -3 -5 -26 right_child=1 2 3 7 5 6 10 8 -10 -11 11 12 14 -15 -16 16 17 20 19 24 21 22 23 -25 29 -27 -28 -29 -30 -31 leaf_parent=0 1 27 4 28 9 6 10 26 8 9 13 12 15 13 14 18 17 20 19 25 21 22 23 23 29 25 26 27 28 29 leaf_value=0.0695283 -0.0403826 0.0723169 0.0595712 0.0254245 0.0950646 0.0493167 -0.0408212 0.0579725 -0.0187352 0.0186607 -0.0317199 0.0516613 0.0371187 0.0169638 -0.0210775 0.0336119 0.0695519 -0.0268707 0.0491328 -0.00119994 0.0544754 -0.0108729 0.0547173 0.0104244 0.00379846 0.0641324 -0.00320264 0.0203848 -0.0290051 -0.014203 leaf_count=105 743 114 185 230 124 160 634 517 1771 554 264 153 166 2159 4905 241 115 263 206 510 254 1795 126 1075 1252 149 529 421 8077 11209 internal_value=0 -0.00064356 0.00777973 -0.00416268 0.0210562 0.0145063 0.00265559 -0.148699 0.0527182 0.34309 -0.00542783 0.00179483 -0.021516 0.121321 -0.0298812 -0.00679209 -0.0205178 0.0825963 -0.0622534 -0.0762332 0.0586826 0.0993917 0.0611766 0.181887 -0.0869867 0.160762 0.349989 0.326733 -0.253758 -0.108686 internal_count=39006 38901 38158 37623 26499 26314 25636 11124 2817 678 25476 24842 22419 2423 22266 17361 17195 3628 13567 13326 3513 3250 2996 1201 13120 659 1046 535 8307 12461 Tree=658 num_leaves=31 split_feature=56 16 16 78 8 65 92 87 76 71 71 14 47 59 91 24 54 29 26 46 71 24 13 16 20 45 34 24 63 42 split_gain=6.9719 6.69543 5.90256 5.53181 5.56153 5.40075 8.27207 7.07243 5.18497 5.59522 6.76764 6.02171 5.96071 8.97455 7.10268 5.14425 5.09068 5.90189 5.06372 4.54543 4.38292 4.28294 4.23409 4.18307 4.12175 3.96553 4.15864 4.19393 3.87437 3.76533 threshold=2 2 3 2 5 0 2 0 4 0 1 4 0 0 0 1 1 1 1 1 0 1 7 1 1 1 0 0 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 8 -7 20 -6 11 19 -10 13 -13 16 28 -14 -18 -19 -11 -8 -16 -20 -22 -17 -25 27 -27 -9 -21 right_child=1 2 3 4 5 6 7 15 9 10 -12 12 14 -15 21 24 17 18 22 29 23 -23 -24 25 -26 26 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 8 6 20 28 11 19 10 13 16 13 21 24 17 18 22 29 23 21 22 25 24 27 26 27 28 29 leaf_value=-0.0389908 -0.0296949 -0.0404651 -0.0218443 0.0454082 0.0503978 0.0613955 -0.0210834 -0.0203634 -0.0304931 -0.0418751 0.0118408 -0.00259426 -0.0153807 -0.0374393 -0.0383734 0.0256876 -0.039651 -0.0227146 0.0315156 0.0291834 -0.0386175 -0.00581465 0.00705648 0.0237819 -0.00638189 -0.0252551 -0.029982 0.00778688 0.0194382 -0.000170299 leaf_count=1218 1140 442 960 103 107 151 4264 144 160 136 3153 6632 705 1673 340 176 604 228 224 148 287 1385 7084 229 2007 329 545 596 616 3220 internal_value=0 0.00242692 0.00523066 0.0070529 0.0101709 0.00855652 -0.0456159 -0.0540528 0.0214499 0.0197295 0.0634603 -0.000828917 0.00384855 -0.0418886 0.035107 0.0112406 0.0540465 0.0651725 0.0712905 0.00157409 -0.127851 -0.116315 0.0795186 -0.051194 -0.03908 -0.0163278 -0.0644281 0.000341069 0.142514 0.0131277 internal_count=39006 37788 36648 36206 35246 35143 9344 9193 25799 25692 6657 19035 18875 8305 10570 2943 8845 8140 7536 3504 6250 1725 7308 1986 2183 1699 1470 925 760 3368 Tree=659 num_leaves=31 split_feature=33 56 91 0 92 28 88 32 69 87 54 53 47 17 13 42 21 47 87 36 47 66 37 8 18 39 53 14 69 71 split_gain=6.71528 6.4025 5.67274 5.61652 5.27649 4.95425 5.05621 5.87913 5.70962 4.97285 5.28961 4.77005 4.52487 4.03383 3.97914 4.00599 3.98954 4.58914 4.25494 3.88147 4.55582 3.83887 4.37202 3.63512 3.84807 3.82897 3.67832 3.63326 3.60105 4.13336 threshold=2 2 3 7 1 2 0 0 5 6 2 0 0 2 11 4 0 5 0 1 2 1 0 13 1 7 0 1 3 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 8 -8 11 12 -11 -7 -10 -9 -12 -16 17 27 -18 -20 -21 22 -15 -19 26 -26 -25 -17 -27 -30 right_child=1 2 3 4 5 6 7 13 9 10 14 -13 -14 21 15 16 18 23 19 20 -22 -23 -24 24 25 28 -28 -29 29 -31 leaf_parent=0 1 2 3 4 5 11 7 13 12 10 14 11 12 22 15 27 18 23 19 20 20 21 22 26 25 28 26 27 29 29 leaf_value=-0.0201443 -0.0401794 -0.0413398 -0.0584872 -0.016424 -0.0312211 0.0517643 -6.92066e-05 -0.0171489 0.000527929 -0.0289206 0.0249006 0.00502233 0.0389287 0.0141841 0.0311812 -0.0166198 -0.0139685 0.0228446 -0.0283152 0.0384758 0.000417753 0.0149184 0.0626204 0.030585 0.0262052 0.017351 -0.0138671 0.02417 0.0262992 -0.00150828 leaf_count=1539 1145 551 116 1463 520 119 3992 302 133 579 226 190 177 214 117 100 3946 174 214 179 1439 2027 200 390 182 402 208 609 219 17334 internal_value=0 0.013607 0.0160417 0.0181406 0.0196278 0.0242211 0.026637 0.0958138 0.0145596 0.0101773 0.00523009 0.267433 0.20865 0.163538 0.00886574 0.00547102 0.00275408 0.0156483 -0.0621004 0.00721455 0.0392038 0.186316 0.395202 0.00855707 0.0042218 -0.00111462 0.19705 0.178269 -0.00511302 -0.0107374 internal_count=39006 37467 36322 35771 35655 34192 33672 6735 26937 26628 26318 309 310 2743 25739 25513 25396 19618 5778 1832 1618 2441 414 18909 18735 18137 598 709 17955 17553 Tree=660 num_leaves=31 split_feature=36 13 14 61 10 0 59 8 85 42 38 66 24 71 24 52 91 21 26 41 30 33 24 38 53 21 66 53 66 41 split_gain=7.31023 6.69762 10.7617 7.30378 5.77625 5.96083 5.52578 4.95127 4.63908 5.51305 4.27282 4.22688 4.21805 4.12566 4.08819 4.34859 4.52884 4.06829 4.01636 4.67651 3.84519 3.94985 4.77631 3.64358 3.62718 3.53839 3.07983 3.06651 3.00845 2.97681 threshold=2 0 0 0 0 1 2 1 0 1 1 1 10 0 8 2 1 1 1 0 1 0 7 1 1 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 3 8 5 17 -7 -8 9 -2 -6 -10 -9 25 -14 -16 -17 -3 -15 -20 -18 22 -22 -24 -13 26 -4 29 -28 -26 right_child=1 4 13 -5 10 6 7 12 11 -11 -12 24 14 18 15 16 20 -19 19 -21 21 -23 23 -25 27 -27 28 -29 -30 -31 leaf_parent=0 9 17 26 3 10 6 7 12 11 9 10 24 14 18 15 16 20 17 19 19 22 21 23 23 29 25 28 27 28 29 leaf_value=-0.0367125 0.0458579 0.0250444 0.0119821 -0.0367771 0.032242 0.0421663 -0.0197621 0.0648184 0.0428549 -0.0274604 -0.0199329 0.0366052 0.0392321 0.0703266 0.0359689 0.0196772 -0.040923 -0.0260421 0.00142003 0.0341553 0.0464468 -0.0129987 -0.0315488 0.00561831 -0.0134968 -0.043082 0.0225456 -0.0552249 -0.0387414 0.0248766 leaf_count=1286 378 217 590 6208 363 262 935 110 292 6477 3140 263 210 105 377 1273 188 1274 1798 477 203 1530 317 6356 1443 705 259 313 1384 273 internal_value=0 0.00182575 -0.072238 -0.17446 0.0385057 0.0579247 0.0755142 0.0639616 -0.0915044 -0.220142 -0.141898 0.0216555 0.0781167 0.0566875 0.0722839 0.062111 0.0501035 -0.169731 0.13961 0.108002 0.0237077 0.0326664 0.057668 0.0437217 -0.039615 -0.0810872 -0.00652102 -0.100293 -0.224486 -0.0473611 internal_count=39006 37720 20965 15647 16755 13252 11761 11499 9439 6855 3503 2584 10564 5318 10454 10244 9867 1491 2380 2275 8594 8406 6876 6673 2292 2938 2233 2029 1643 1716 Tree=661 num_leaves=31 split_feature=33 82 88 48 13 42 33 33 33 33 33 7 13 41 32 7 85 53 24 47 33 33 39 71 47 24 66 32 91 66 split_gain=17.6997 3.72816 3.98541 2.79686 2.48023 2.79599 3.49996 3.33035 1.91591 2.09542 2.95059 1.61923 1.42052 1.4048 1.35217 1.13295 1.1176 1.11294 1.05584 1.0542 1.014 1.08064 0.997631 0.444365 0.368609 1.2949 1.01146 0.360497 0.195589 0.126049 threshold=0 1 0 1 2 1 1 2 4 3 5 0 0 0 0 0 0 0 0 0 7 6 0 0 1 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=16 -2 3 -3 -5 15 12 11 -9 -10 -11 -8 14 18 19 -6 17 22 27 -7 -12 -22 24 28 -1 26 -26 -4 -23 -30 right_child=1 2 13 4 5 6 7 8 9 10 20 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 25 -27 -28 -29 29 -31 leaf_parent=24 1 3 27 4 15 19 11 8 9 10 20 11 12 13 14 15 16 17 18 19 21 28 22 23 26 25 26 27 29 29 leaf_value=-0.00177752 -0.045213 -0.0418662 -0.0094702 0.0500928 -0.047577 -0.0371937 -0.0359938 -0.00690119 0.00291553 -0.00873596 0.00963152 0.011964 -0.0427444 -0.0461159 0.0264157 -0.00328439 -0.0486592 -0.0470984 -0.0304467 0.00464166 0.0116945 0.0576988 -0.044585 0.0278468 0.00959857 -0.0503554 -0.0317474 0.0170223 0.0515663 0.0412452 leaf_count=1390 843 560 431 357 255 554 398 106 195 102 109 245 1155 981 402 191 12874 8234 757 687 102 329 2668 125 1293 1283 1377 252 424 327 internal_value=0 0.0123371 0.0347892 0.0809365 0.100344 0.0780459 0.110037 0.169689 0.224393 0.264116 0.325711 -0.145945 -0.134503 -0.218458 -0.0314403 -0.254233 -0.385981 -0.317481 -0.10834 -0.162867 0.387979 0.422854 -0.24233 0.462528 -0.166646 -0.219092 -0.0887035 0.0405459 0.493158 0.45863 internal_count=39006 9887 9044 6623 6063 5706 5260 2462 1819 1713 1518 643 2798 2421 1643 446 29119 16245 1440 1241 1416 1307 8011 1205 5343 3953 2670 683 1080 751 Tree=662 num_leaves=31 split_feature=30 59 87 14 92 69 33 33 14 91 31 66 36 14 18 65 53 41 39 39 31 72 47 87 54 28 85 87 35 21 split_gain=9.30413 7.85575 7.26954 6.65445 6.62192 6.58537 6.0321 6.74934 5.48603 4.49791 5.25431 5.18865 4.67579 4.35759 3.96604 3.9058 3.7219 3.6723 3.47852 7.7102 8.92938 4.28995 4.02228 5.35797 3.70428 6.05509 4.45061 4.3227 4.35066 3.2335 threshold=1 0 0 0 1 0 0 1 1 0 0 2 1 2 2 1 1 0 1 0 0 2 3 1 1 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=5 3 4 6 -3 -1 14 -8 15 11 -11 -6 -12 16 -2 17 -10 -5 -16 21 -21 -20 -23 -24 -25 26 -26 28 -27 -4 right_child=1 2 29 8 9 -7 7 -9 13 10 12 -13 -14 -15 18 -17 -18 -19 19 20 -22 22 23 24 25 27 -28 -29 -30 -31 leaf_parent=5 14 4 29 17 11 5 7 7 16 10 12 11 12 13 18 15 16 17 21 20 20 22 23 24 26 28 26 27 28 29 leaf_value=0.0375195 -0.0480235 0.037749 -0.0208501 -0.0133377 -0.0253112 0.00358639 -0.00369492 -0.0349212 0.0396314 0.0287909 -0.0377254 0.00528388 0.0112174 -0.0441172 0.0163225 -0.0123498 -0.0221159 0.0538477 -0.0326241 -0.0371398 0.0252887 -0.0236774 0.0309504 0.0235831 0.0158887 0.00594875 0.0872568 -0.0328671 -0.0184631 -0.000194423 leaf_count=961 182 434 1087 303 408 843 2446 2291 215 1256 111 3877 605 3538 2516 3285 1439 155 475 3884 531 506 765 702 225 2988 100 550 1109 1220 internal_value=0 -0.0067983 0.051657 -0.0511689 0.0947009 0.202314 -0.0192488 -0.141738 -0.172245 0.070816 0.172669 0.0219672 0.0170745 -0.308202 0.0168925 -0.0599179 -0.10656 0.252374 0.024475 0.000283749 -0.226244 0.0388527 0.0544348 0.0735331 0.0400784 0.00824437 0.374841 -0.0240605 0.00614057 -0.0775644 internal_count=39006 37202 8998 28204 6691 1804 19269 4737 8935 6257 1972 4285 716 5192 14532 3743 1654 458 14350 11834 4415 7419 6945 6439 5674 4972 325 4647 4097 2307 Tree=663 num_leaves=31 split_feature=78 44 41 38 21 76 85 55 32 29 7 31 38 71 77 16 38 66 12 5 46 53 16 62 35 38 56 85 31 53 split_gain=5.52191 4.92317 4.93473 4.85972 4.86409 5.06602 6.37886 4.96037 4.88067 4.72943 4.59941 4.35538 4.3086 4.2905 3.82751 3.82513 3.55468 4.19742 4.19215 4.76706 3.56272 4.0216 4.00737 4.8349 3.68348 3.93545 4.63141 4.57528 3.9443 3.8426 threshold=3 3 2 3 2 1 0 3 3 1 2 8 4 0 1 4 2 0 1 1 1 0 2 2 0 1 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 10 -4 -5 6 -6 -7 -9 -10 -3 -11 -13 -8 -12 -14 17 -17 -18 -20 21 -21 -22 -24 25 27 -27 -25 -29 -30 right_child=1 2 3 4 5 7 13 8 9 11 14 12 15 -15 -16 16 18 -19 19 20 22 -23 23 24 -26 26 -28 28 29 -31 leaf_parent=0 1 10 3 4 6 7 13 8 9 11 14 12 15 13 14 17 18 17 19 21 22 21 23 27 24 26 26 28 29 29 leaf_value=0.0341226 0.0372019 0.0707868 0.0230675 -0.0195859 -0.0123178 0.0572858 0.0129908 -0.0352934 -0.0264608 -0.0414403 0.053786 0.0330951 0.037354 0.0731985 0.00348242 0.0547949 -0.0186481 0.00525804 0.0363707 0.0387148 0.0190752 -0.0040315 0.0494253 -0.0182061 -0.0165958 0.0214666 -0.00692045 0.0764639 0.0329493 -0.0166465 leaf_count=318 128 113 322 2857 630 151 235 1104 2005 279 127 123 164 192 1826 128 2554 548 308 361 558 544 232 361 4644 906 16478 111 389 310 internal_value=0 -0.0131643 -0.0180189 -0.0284834 -0.0361116 -0.0233605 0.224769 -0.032593 -0.0364357 -0.029157 0.163352 -0.019458 -0.0139138 0.455861 0.103796 -0.0202831 -0.0253262 0.152225 -0.0358544 -0.0203509 -0.0279769 0.167484 -0.0393978 -0.0509454 -0.0571219 -0.0332832 -0.0526741 0.140981 0.262433 0.169763 internal_count=39006 38688 38560 36494 36172 33315 1057 32258 32107 31003 2066 28998 28719 427 1953 28596 28432 676 27756 25202 24894 905 23989 23431 23199 18555 17384 1171 810 699 Tree=664 num_leaves=31 split_feature=24 30 12 18 42 57 89 42 57 57 88 1 89 87 40 59 38 21 64 66 89 57 87 83 3 66 40 14 31 11 split_gain=10.3168 9.76948 9.70158 8.99509 9.51303 9.18519 8.85699 8.3458 9.20376 7.99323 8.33068 10.2864 9.56481 7.77288 7.11064 7.78215 6.91105 6.03776 6.03355 6.91982 5.52028 5.68299 5.49919 5.0075 4.96096 4.70372 4.30072 5.1363 4.03908 4.04979 threshold=5 4 10 4 3 8 6 1 3 7 0 3 2 0 2 0 2 0 1 4 3 4 1 1 1 9 1 0 3 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 24 -9 -10 11 -11 -13 14 15 17 -15 -14 -12 -20 -16 -22 -18 -23 -8 -25 27 -27 -28 -30 right_child=1 2 3 4 5 6 7 8 9 10 18 12 13 16 20 -17 22 -19 19 -21 21 23 -24 25 -26 26 28 -29 29 -31 leaf_parent=0 1 2 3 4 5 6 24 8 9 11 18 12 17 16 20 15 22 17 19 19 21 23 22 25 24 27 28 27 29 29 leaf_value=-0.0415755 0.0707684 0.0577245 0.0542649 -0.0461872 0.0638856 0.0468101 0.0161004 0.0374775 0.0611738 0.0531818 -0.0109706 0.0219204 0.0203087 0.0402384 0.032652 -0.0229464 -0.0103734 0.088007 0.041229 0.00839259 0.0490445 0.0255393 -0.0325781 -0.0343214 -0.0238646 0.0128051 0.0140861 -0.029332 0.0396948 -0.00860294 leaf_count=1133 105 169 105 438 104 163 318 271 100 144 1235 522 165 128 148 139 3968 112 379 5592 108 248 3907 284 3171 1348 404 397 124 13577 internal_value=0 0.0112228 0.00787729 0.00379392 -0.000235161 0.00477586 0.00121512 -0.00347414 0.00829783 0.00161054 -0.00194158 -0.030042 -0.0367701 -0.0506667 -0.0235933 0.275557 -0.163238 0.476988 0.0789072 0.112731 -0.0351545 -0.0428652 -0.187948 -0.0483633 -0.18048 -0.0569566 -0.0481489 0.0726663 -0.067817 -0.0802522 internal_count=39006 37873 37768 37599 37494 37056 36952 36789 33300 33029 32929 25723 25579 25057 17054 416 8003 277 7206 5971 16638 16490 7875 16382 3489 16134 15850 1745 14105 13701 Tree=665 num_leaves=31 split_feature=52 42 40 42 42 31 52 75 29 12 75 35 29 13 63 13 43 85 39 31 24 17 56 88 18 45 37 31 2 28 split_gain=8.23869 7.82336 7.86159 7.5533 7.28674 6.68023 6.02562 5.79248 5.72204 6.36065 6.42221 6.22516 8.28505 5.94409 5.71013 5.03279 4.91667 4.54233 5.6749 4.46476 5.0051 5.1216 4.46368 4.31589 4.10637 3.88973 3.70008 4.52351 3.64728 3.63869 threshold=5 3 2 1 2 6 2 8 1 1 6 0 3 0 0 1 0 0 0 3 2 1 1 0 1 1 0 2 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 25 28 -5 -6 17 -8 19 16 -11 13 -13 14 29 -15 -10 -7 -19 -9 -21 -22 -23 -18 -14 -3 27 -24 -4 -12 right_child=1 2 3 4 5 6 7 8 9 10 11 12 24 15 -16 -17 23 18 -20 20 21 22 26 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 25 28 4 5 17 7 19 16 10 29 12 24 15 14 15 23 18 18 20 21 22 27 23 24 25 26 27 28 29 leaf_value=0.0559381 -0.0550901 -0.028872 -0.0346951 -0.0401923 -0.0422223 0.00240651 0.0612848 -0.0319431 0.0193547 0.0654517 0.0355015 0.0616808 -0.0322263 -0.00900765 -0.0226285 -0.0333956 -0.0265136 0.0762175 0.0149586 -0.0231683 -0.0193341 -0.0173134 -0.0109472 0.015203 0.000938625 0.0215263 0.00246758 0.0510826 0.00501518 -0.00184018 leaf_count=113 468 113 2682 1127 628 474 121 160 1681 101 123 106 366 2879 3590 5893 690 158 342 216 227 174 104 561 5402 1097 303 816 904 7387 internal_value=0 -0.0090952 -0.00417256 -0.0190676 -0.00713026 8.8356e-05 0.00638802 -0.00472309 -0.00870638 -0.0249748 -0.0477981 -0.0528784 0.00973767 -0.108511 -0.0493459 -0.21468 0.107034 0.225585 0.414428 0.141629 0.184016 0.241563 0.305642 -0.0755886 -0.00649499 0.177398 0.363845 0.440231 -0.254597 0.00376325 internal_count=39006 38893 38425 37215 33629 32502 31874 30900 30779 28779 25847 25746 5874 19872 11100 8772 2932 974 500 2000 1840 1624 1397 1251 5768 1210 1223 920 3586 7510 Tree=666 num_leaves=31 split_feature=80 42 42 75 77 14 7 9 0 56 52 86 21 86 86 59 33 87 36 16 21 65 31 83 54 33 16 70 47 65 split_gain=7.19434 6.4615 6.40663 6.18595 10.9942 9.93648 6.06519 5.21623 5.04194 4.54323 5.01925 4.23521 4.09572 3.98036 3.95109 3.99586 3.8221 3.78527 3.54136 4.06272 3.56451 3.41621 3.52839 3.40173 3.26892 3.26486 3.03467 3.74915 3.27593 3.01217 threshold=3 1 2 0 3 0 3 3 3 1 3 3 1 1 2 0 2 2 1 1 0 1 0 1 3 1 3 3 3 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 29 -3 5 -5 6 -4 -8 -9 12 -11 -6 -10 -7 15 -12 -13 -18 -16 20 -20 -14 25 -19 -25 -23 -21 -28 -29 -2 right_child=1 2 3 4 11 13 7 8 9 10 14 16 21 -15 18 -17 17 23 19 26 -22 22 -24 24 -26 -27 27 28 -30 -31 leaf_parent=0 29 2 6 4 11 13 7 8 12 10 15 16 21 13 18 15 17 23 20 26 20 25 22 24 24 25 27 28 28 29 leaf_value=0.0659603 -0.0425887 -0.0400146 0.0353588 0.0760866 0.0574159 0.0109187 0.0561895 0.0490004 0.0588935 0.0630039 0.0492982 -0.0336797 0.0441404 -0.0326293 0.00627655 -0.0237012 -0.0397144 0.0500982 0.0187531 0.0242956 -0.0220434 0.0617106 -0.03316 0.0485229 0.00527898 -0.00206073 0.0361206 0.00948174 -0.0192132 -0.00142941 leaf_count=110 2640 1149 324 132 153 905 158 230 305 106 244 350 246 7229 1553 199 338 158 673 100 475 102 288 151 6086 515 115 818 12156 998 internal_value=0 -0.0102212 0.0017535 0.0103296 0.0930813 -0.0307454 0.00484433 -0.0116722 -0.0207181 -0.0306925 -0.0545626 0.0658095 0.165365 -0.260304 -0.0630343 0.26601 0.0514453 0.0688983 -0.077081 -0.107969 0.0721223 0.0735943 -0.0336543 0.0839449 0.0683461 0.142963 -0.141562 -0.155507 -0.168793 -0.288547 internal_count=39006 38896 35258 34109 7368 26741 18607 18283 18125 17895 16439 7236 1456 8134 16333 443 7083 6733 15890 14337 1148 1151 905 6395 6237 617 13189 13089 12974 3638 Tree=667 num_leaves=31 split_feature=78 8 54 1 8 31 31 18 67 87 35 13 47 31 74 74 46 82 17 17 71 67 84 42 7 15 86 23 85 87 split_gain=6.55772 6.42222 7.18269 6.54129 6.61702 6.46039 6.06038 5.94329 5.73929 5.73494 4.70655 4.63701 4.95483 5.27709 4.51314 5.90318 4.53696 4.52778 4.44683 4.29647 4.16956 4.07931 3.93525 3.8492 3.67302 6.95772 3.77248 4.1536 3.76608 4.19298 threshold=2 5 3 1 4 3 2 2 2 0 2 7 6 8 0 1 1 1 4 0 7 3 0 4 1 0 1 2 3 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 22 -5 9 -7 -8 -9 -6 -10 -12 -13 -14 16 17 -15 19 -18 -16 -20 -22 -4 -23 25 26 -25 -28 29 -26 right_child=1 2 3 4 5 6 7 8 10 -11 11 12 13 14 15 -17 18 -19 20 -21 21 23 -24 24 28 -27 27 -29 -30 -31 leaf_parent=0 1 2 22 4 9 6 7 8 10 9 11 12 13 16 19 15 18 17 20 19 21 23 22 26 29 25 27 27 28 29 leaf_value=-0.0244313 0.0474432 -0.0443105 -0.0324034 0.0354743 -0.0409626 -0.014931 -0.0368546 -0.0245712 -0.0116264 0.000767537 0.0165225 0.0185381 0.0238855 -0.0170127 0.00113714 -0.0254687 -0.051197 -0.00410458 0.0290978 0.0763194 -0.0478879 -0.0268825 0.00183107 0.0327198 0.0271311 0.0203761 0.0270914 -0.0122332 0.000954723 0.00338998 leaf_count=1127 112 445 1914 240 809 2185 338 714 1478 269 610 643 289 731 147 1772 178 3018 159 104 147 135 436 133 354 1295 191 1026 17482 525 internal_value=0 0.000576673 -0.00114359 0.000926706 0.00496087 0.00249264 0.00637016 0.0115757 0.0137364 -0.216424 0.0168107 0.0217843 0.0170684 0.0126327 0.0090253 -0.0610281 0.0191472 -0.023093 0.0234574 0.352254 0.0249848 0.0220937 -0.206597 0.0236118 0.0260733 0.103235 -0.0220104 -0.0659146 0.0170967 0.122113 internal_count=39006 37879 37767 37322 34972 34732 33654 31469 31131 1078 30417 28939 28329 27686 27397 5041 22356 3269 21625 251 21447 21288 2350 21141 21006 2645 1350 1217 18361 879 Tree=668 num_leaves=31 split_feature=76 90 0 91 6 41 42 92 31 47 71 14 13 15 20 42 31 31 31 20 24 38 85 0 47 55 49 15 47 20 split_gain=5.75183 5.61772 5.17813 5.0193 4.82125 4.78287 4.62761 4.89847 4.75301 4.77668 5.71211 8.85453 5.52444 6.555 6.29398 6.28363 7.23765 6.61383 7.48301 6.13388 6.19099 5.84144 6.25017 5.29584 4.82662 4.65537 6.04053 4.59902 4.35553 4.34958 threshold=2 1 7 3 2 0 5 1 10 5 0 4 0 1 1 2 0 2 1 1 0 1 1 1 3 1 1 0 6 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 5 -3 -4 -5 27 -6 -8 -9 -10 11 -11 15 14 -14 -13 21 -18 -19 20 -15 22 -17 -20 -12 26 -26 -2 -27 -21 right_child=1 2 3 4 6 -7 7 8 9 10 24 12 13 19 -16 16 17 18 23 29 -22 -23 -24 -25 25 28 -28 -29 -30 -31 leaf_parent=0 27 2 3 4 6 5 7 8 9 11 24 15 14 20 14 22 17 18 23 29 20 21 22 23 26 28 26 27 28 29 leaf_value=-0.0462368 -0.033361 -0.0579448 -0.0383918 -0.0371677 0.0298853 -0.0508481 -0.0170914 0.0308646 0.0153466 0.0356359 -0.018993 0.0292313 -0.0433482 -0.0353941 -0.00552896 0.0408416 -0.0324165 -0.023717 0.0323284 0.0342787 0.0354452 -0.0181469 -0.0219605 0.00287691 0.0619819 -0.0265355 0.0133874 0.00945849 0.00560734 0.00148111 leaf_count=329 639 115 568 505 163 631 1367 177 1115 181 597 270 227 189 1382 114 1069 1966 258 186 338 7804 408 2002 130 243 666 616 7755 6996 internal_value=0 0.00949968 0.0139047 0.0152969 0.0173073 -0.189544 0.0192992 0.0166253 0.0208848 0.0181301 0.0121872 -0.0117411 -0.0183804 0.0142608 -0.116019 -0.0659367 -0.0780456 -0.00787032 0.021281 0.0381023 0.264932 -0.151654 0.134848 0.0653654 0.0541469 0.063718 0.216483 -0.0814437 0.0483903 0.0229437 internal_count=39006 38677 36791 36676 36108 1886 35603 35440 34073 33896 32781 23390 23209 9318 1609 13891 13621 5295 4226 7709 527 8326 522 2260 9391 8794 796 1255 7998 7182 Tree=669 num_leaves=31 split_feature=80 2 36 84 41 8 59 65 75 87 52 16 41 41 13 42 59 84 49 26 79 21 71 90 25 65 87 23 31 47 split_gain=6.50195 6.43314 6.38828 5.44022 5.21414 5.1453 5.01125 5.67528 4.39006 4.51606 4.31672 4.85288 4.35437 4.70025 4.78468 4.64541 4.16643 4.16246 3.95599 3.66971 4.20701 4.81632 4.67444 4.4233 4.26781 3.44088 3.37731 3.78532 3.94275 3.76493 threshold=1 0 2 0 5 3 3 2 0 0 2 2 0 1 4 1 0 0 2 1 0 1 4 1 0 0 6 0 0 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 -3 -4 -6 -7 -8 10 -10 -9 -12 18 14 -14 -15 -11 25 -13 -20 22 -22 -21 -24 26 -17 -25 29 -29 -28 right_child=1 3 4 -5 5 6 7 8 9 16 11 12 13 15 -16 17 -18 -19 19 20 21 -23 23 24 -26 -27 27 28 -30 -31 leaf_parent=0 2 3 4 3 5 6 7 10 9 16 11 18 14 15 14 25 16 17 19 22 21 21 23 26 24 25 29 28 28 29 leaf_value=-0.0347164 -0.03527 -0.0289555 0.0734343 0.00344493 -0.0596456 0.0655642 -0.0238792 0.0296739 -0.0254537 -0.00620957 -0.0516558 -0.0462732 0.0453469 -0.0223158 0.00175973 0.0497863 0.0418995 0.00525621 0.0294572 0.0480342 0.0320383 -0.0431688 0.0585182 0.0335848 0.0178852 0.00959979 0.0407703 -0.00597808 -0.0350965 0.00103535 leaf_count=1456 981 6005 221 1431 275 213 1417 655 3531 1163 424 206 156 106 2730 884 307 286 598 244 198 889 463 179 716 451 266 5032 2481 5042 internal_value=0 0.00658257 0.0225444 -0.158535 0.0301933 0.0267985 0.0306015 0.0268856 0.036845 -0.101619 0.0521811 0.0426975 0.0475404 0.12488 0.0536821 0.252728 0.0416406 0.305579 0.0158454 0.0224058 0.0115581 -0.270625 0.0240307 0.0150818 0.00817099 0.40454 -0.0143707 -0.0242125 -0.1005 0.0278506 internal_count=39006 37550 30114 7436 29133 28912 28637 28424 27007 5001 22006 21351 20927 4613 2886 1727 1470 1621 16314 16108 15510 1087 14423 14179 13716 1335 13000 12821 7513 5308 Tree=670 num_leaves=31 split_feature=33 37 42 33 42 25 74 87 39 79 35 24 25 39 41 33 37 71 14 70 47 13 7 39 53 74 87 47 14 7 split_gain=18.3524 4.1334 3.58728 3.06797 3.40126 3.19355 2.48152 1.8551 3.10911 1.77752 1.63362 1.47299 1.29867 0.98443 0.981885 0.861994 0.994075 0.805422 0.77152 0.724143 0.758207 0.677766 0.675999 0.530811 0.78146 0.672176 0.673042 0.275814 0.224013 0.199896 threshold=0 0 2 1 1 0 0 0 0 0 0 0 1 0 0 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=23 2 -2 11 13 6 7 9 -9 10 14 28 -7 -5 17 -3 -17 -6 19 -19 -21 -13 -22 24 25 26 27 -1 -4 -20 right_child=1 15 3 4 5 12 -8 8 -10 -11 -12 21 -14 -15 -16 16 -18 18 29 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 2 15 28 13 17 12 6 8 8 9 10 21 12 13 14 16 16 19 29 20 22 21 22 23 24 25 26 27 28 29 leaf_value=-0.0261483 -0.0513629 -0.0507596 -0.00577658 -0.0424185 0.0653283 0.00365398 -0.0105226 0.0347353 -0.04095 -0.00432187 0.00564647 -0.0160202 -0.0393241 -0.00276062 0.0155328 -0.00754667 -0.0440998 0.0522281 0.045093 0.0394692 0.0304091 -0.0505451 -0.00348257 -0.0470438 -0.0502514 -0.0502547 -0.0433096 -0.00953266 0.01172 0.0635274 leaf_count=2112 183 1881 1209 123 137 216 278 121 139 236 225 982 271 154 164 509 469 132 156 356 184 1267 131 14011 6500 2333 1963 2150 311 103 internal_value=0 0.011527 0.0530705 0.073523 0.122874 0.163242 0.210761 0.2526 -0.0197574 0.293692 0.330325 -0.134584 -0.147284 -0.22607 0.376246 -0.268398 -0.189943 0.416198 0.380138 0.317658 0.256473 -0.332163 0.133275 -0.400242 -0.351654 -0.295332 -0.246894 -0.180304 -0.00438714 0.531146 internal_count=39006 9937 7078 6895 3126 2849 2362 2084 260 1824 1588 3769 487 277 1363 2859 978 1199 1062 803 671 2249 315 29069 15058 8558 6225 4262 1520 259 Tree=671 num_leaves=31 split_feature=59 60 56 15 21 39 31 54 56 91 87 91 64 52 74 56 37 92 88 32 34 36 62 32 81 47 71 71 15 11 split_gain=7.85005 7.27624 7.32692 6.87268 6.88994 6.35111 6.10926 6.02218 5.54115 5.04171 4.28142 4.25995 4.05786 4.91186 5.20665 3.9307 4.1801 3.74106 4.06716 3.73775 3.6293 3.5308 3.49787 3.36007 3.24681 3.1576 3.041 4.86597 4.84471 4.10413 threshold=12 1 5 8 0 0 0 1 3 0 1 0 1 1 4 1 0 1 0 0 3 1 1 2 1 0 1 0 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 5 9 11 19 -9 12 -11 22 21 -14 -15 16 -16 18 -10 -6 -19 -5 -7 -22 -17 -13 -25 29 -29 -28 right_child=1 2 3 4 7 6 -8 8 17 10 -12 25 13 14 15 24 -18 20 -20 -21 23 -23 -24 26 -26 -27 27 28 -30 -31 leaf_parent=0 1 2 3 21 19 22 6 8 18 10 10 25 13 14 16 24 16 20 18 19 23 21 22 26 24 25 29 28 28 29 leaf_value=0.0400287 0.0198869 0.0508622 -0.0471651 0.0628794 0.0254979 0.022933 4.60662e-05 0.0356827 0.0377715 0.0510213 0.00681991 -0.0249574 -0.0319986 0.0657021 0.0242404 0.0355994 -0.022627 0.029834 -0.00575907 0.000811705 -0.0243169 0.0068141 -0.0340378 0.00994997 -0.00955669 0.0132693 0.0244363 0.0255762 -0.0329472 -0.00427515 leaf_count=651 1560 130 344 123 1272 230 2238 225 341 195 1687 800 843 135 536 176 217 273 283 839 881 532 7475 1520 8692 845 486 184 1208 4085 internal_value=0 -0.00419828 -0.0154735 -0.0201169 -0.0150166 -0.0591255 -0.156441 0.037916 0.00407493 -0.0185806 0.118702 -0.23869 -0.0509018 -0.0700461 -0.0469035 -0.0564203 0.126266 -0.0106233 0.187461 0.170587 -0.0290313 0.179562 -0.311505 -0.0408411 -0.0844782 -0.0503258 -0.022512 -0.0525122 -0.242667 -0.0141373 internal_count=39006 38355 36795 36665 36321 24724 11588 11597 9486 13136 1882 9350 11254 10599 9756 9621 753 9261 624 2111 8637 655 7705 8364 8868 1645 7483 5963 1392 4571 Tree=672 num_leaves=31 split_feature=92 48 22 85 35 90 16 14 16 35 80 4 48 58 23 13 24 70 31 41 84 44 17 85 33 30 58 24 24 13 split_gain=5.47191 5.84771 4.87267 4.42378 4.05007 6.45595 5.79634 6.15682 5.71088 5.64011 4.93484 4.92191 4.80799 3.65293 3.57232 4.21619 3.49912 8.05883 5.1726 4.02895 3.4168 3.3476 4.4786 3.3987 3.32784 3.2259 3.09327 3.03347 2.89797 2.83639 threshold=1 5 3 6 0 2 2 0 1 1 1 1 1 1 0 0 1 1 2 0 2 1 0 0 0 1 1 0 0 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=26 -2 27 -4 5 -5 -7 10 24 12 14 -12 -6 -14 -8 -16 18 19 -13 -18 -19 22 -11 -23 28 -10 -1 -3 -9 -20 right_child=1 2 3 4 9 6 7 8 25 21 11 16 13 -15 15 -17 17 20 29 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 1 27 3 5 12 6 14 28 25 22 11 18 13 13 15 15 19 20 29 19 20 23 22 23 24 25 26 27 28 29 leaf_value=0.0506371 0.069984 0.0718946 0.0288704 0.050389 0.0294148 0.0246924 0.0565764 0.0368525 0.0183463 0.0440842 -0.0350104 0.0472 0.0326348 -0.00950367 -0.0161077 0.044001 0.014812 0.0222167 0.0486285 0.0672103 -0.00767569 -0.0372152 -0.0266482 -0.0130547 0.0555839 -0.0192789 0.0116553 0.012378 -0.0198991 0.00316223 leaf_count=165 137 103 345 173 588 489 183 192 256 122 647 212 231 3806 295 137 650 233 126 232 12390 2631 123 1458 148 7777 1533 123 231 3270 internal_value=0 -0.012936 -0.01623 -0.0216577 -0.0274933 -0.00425464 -0.0112481 -0.0237766 -0.125948 -0.100188 0.0114819 -0.00389742 -0.0087252 -0.0596052 0.264018 0.101703 0.00797283 -0.027142 0.0940267 0.267556 -0.060394 -0.206371 0.0781891 -0.250144 0.176933 -0.168949 0.166314 0.345891 0.0158207 0.0532464 internal_count=39006 37308 37171 36945 36600 27641 27468 26979 8604 8959 18375 17760 4625 4037 615 432 17113 13505 3608 882 12623 4334 245 4089 571 8033 1698 226 423 3396 Tree=673 num_leaves=31 split_feature=1 89 12 67 89 68 67 89 24 67 88 67 14 86 89 18 51 68 40 68 70 42 82 59 40 84 64 11 89 8 split_gain=13.4701 10.4083 10.3262 10.2124 9.94474 10.0231 10.3738 10.019 8.73624 8.20611 8.23552 8.49463 8.26597 8.44885 8.39647 7.13858 6.66616 6.30394 6.84155 6.74586 6.29312 5.04365 4.88571 5.56925 4.81472 4.6567 4.46837 4.88065 5.00469 4.6288 threshold=6 7 11 6 5 5 4 4 4 5 4 3 0 5 3 3 2 4 1 3 4 1 1 0 2 0 1 2 2 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 13 -13 -15 -16 -17 -18 -19 -20 -21 -22 23 -14 -23 -24 -26 -28 -29 -30 right_child=1 2 3 4 5 6 7 8 9 10 11 12 22 14 15 16 17 18 19 20 21 24 25 -25 26 -27 27 28 29 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 10 11 13 23 14 15 16 17 18 19 20 21 24 25 23 26 25 27 28 29 29 leaf_value=0.0682822 0.0604265 0.0573828 0.0548978 0.0477577 0.0526863 0.0341499 0.0334966 -0.0348373 0.0412018 0.0345983 0.0276667 -0.0659784 0.035029 0.0308787 0.0440936 0.0302692 0.0354643 0.00704117 0.0307616 0.0368911 -0.0276102 0.0134891 -0.0114828 -0.0244064 -0.0223743 -0.0309509 0.0323891 0.0180084 0.0190673 -0.00927135 leaf_count=104 105 130 103 159 112 281 266 1819 146 354 361 104 255 285 128 496 146 2955 174 105 1763 644 6493 192 1608 3477 191 326 342 15382 internal_value=0 0.00280779 -0.00132468 -0.00564151 -0.010102 -0.0150816 -0.019644 -0.0267897 -0.0338157 -0.0266332 -0.0315817 -0.0374165 -0.0447631 -0.0231209 -0.0186799 -0.0273205 -0.0325934 -0.0395477 -0.0452574 -0.0666807 -0.0744176 -0.0806374 -0.150938 0.107612 -0.0691727 -0.181962 -0.0802707 -0.0648247 -0.0717221 -0.082834 internal_count=39006 38902 38797 38667 38564 38405 38293 38012 37746 35927 35781 35427 35066 24649 24545 24260 24132 23636 23490 20535 20361 20256 10417 447 18493 9970 17849 16241 16050 15724 Tree=674 num_leaves=31 split_feature=0 0 58 16 0 87 87 42 77 6 58 12 91 42 47 24 13 71 23 74 39 53 41 71 15 88 82 47 41 23 split_gain=7.76048 7.2336 8.05832 8.37549 9.55065 8.01359 7.70709 6.01968 5.93899 5.27429 5.01911 5.94894 4.53477 4.35372 5.11885 5.39764 8.8028 5.00664 6.08254 4.34073 4.41666 4.01104 3.86837 4.27401 3.83963 4.08702 3.65056 3.5633 4.54168 3.4598 threshold=6 5 3 1 3 0 1 2 1 1 1 2 1 1 0 1 0 0 1 0 1 0 0 1 0 0 1 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 7 12 -6 -9 -10 22 -12 -7 -13 15 16 17 18 -15 20 21 -16 23 -11 -21 27 -17 -26 -29 -20 right_child=1 2 3 4 5 6 -8 8 9 10 11 13 -14 14 19 26 -18 -19 29 24 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=0 1 2 3 4 7 12 6 8 9 23 11 13 12 18 21 26 16 17 29 24 20 21 22 23 27 25 26 28 28 29 leaf_value=0.0600959 0.0327411 0.0375351 0.0104578 0.0279018 -0.0502789 0.0217638 -0.0325734 -0.0243335 -0.024911 0.0826523 0.027709 -0.0297532 -0.0123831 0.0856482 0.00494719 0.0308287 -0.0352894 -0.023598 0.0466906 -0.0210298 0.00317615 0.0398247 -0.00490827 0.021993 0.0488111 -0.0230766 -0.0201269 0.0179992 -0.0427243 -0.00269804 leaf_count=137 309 263 3656 500 583 706 5662 1426 1003 115 517 1508 4736 146 712 273 586 269 300 1229 5116 518 431 596 142 306 6537 265 146 314 internal_value=0 -0.00790548 -0.015269 -0.0224654 -0.0458866 -0.0582549 -0.173176 -0.027798 -0.0207956 -0.00583257 0.00714034 -0.00978408 -0.0678523 -0.0240378 -0.0125523 -0.102324 0.0677881 0.228647 0.343159 0.0303164 0.0736226 0.236407 0.194058 0.314836 -0.0810247 0.0367947 -0.176133 0.152611 0.0372257 0.186203 internal_count=39006 38869 38560 38297 34641 34141 11104 23037 22454 21029 20026 18884 5442 18367 16859 8425 1615 1029 760 8434 6346 1230 1142 711 2088 859 6810 553 411 614 Tree=675 num_leaves=31 split_feature=87 40 61 57 87 65 42 58 72 78 39 19 61 66 55 85 24 32 85 25 83 84 85 61 70 10 37 75 28 41 split_gain=6.73191 5.77358 5.86988 5.04633 4.81058 6.26236 4.67506 4.36528 4.2055 4.14029 4.27682 5.2501 3.98201 3.97496 3.80279 3.59265 4.29222 3.44321 3.24364 3.12716 3.10824 3.08907 3.04847 2.83944 3.45537 3.5801 2.69649 3.37671 3.07322 4.15627 threshold=0 3 7 1 1 3 1 2 4 4 0 2 0 0 1 0 2 0 1 0 1 1 0 0 1 0 2 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 -4 5 -2 -5 22 -9 -10 14 -12 -13 -7 -11 -14 -17 20 -6 21 -16 -15 -8 -19 -25 -26 27 -22 -28 -30 right_child=4 2 3 6 18 13 7 8 9 10 11 12 15 19 17 16 -18 23 -20 -21 26 -23 -24 24 25 -27 28 -29 29 -31 leaf_parent=1 5 2 3 6 18 13 22 8 9 14 11 12 15 21 20 16 16 23 18 19 27 21 22 24 25 25 28 27 29 29 leaf_value=-0.0547037 0.0570064 0.0606999 -0.0208952 -0.0262353 0.00155313 -0.0334709 0.00810225 0.0609529 0.0595019 -0.0219369 0.0493851 -0.026731 -0.0139909 0.022165 0.0481883 0.070375 0.00471433 -0.0172863 -0.0323929 0.0334091 0.00453377 -0.0122471 0.0729755 0.0401519 0.00741549 -0.044372 0.0266337 0.0705209 -0.0186051 0.0087709 leaf_count=311 193 206 1782 1864 1396 2126 168 135 105 867 259 3939 2699 515 172 280 1335 1350 4934 561 216 2897 154 201 742 310 724 179 953 7434 internal_value=0 0.0308453 0.0373011 0.0305689 -0.113321 -0.0258788 0.0444974 0.0551554 0.0468871 0.0413596 0.0357752 -0.0726316 -0.105089 -0.0682343 0.0655337 -0.0141966 0.150916 0.0783657 -0.247623 -0.00383638 0.107658 -0.0534414 0.43731 -0.0397289 0.0680834 -0.0267234 0.0972438 0.385969 0.0852076 0.0624297 internal_count=39006 26384 26073 25867 12622 6292 24086 22222 21900 21765 21660 8512 8253 6099 13148 4314 1615 12281 6330 3973 9678 3412 322 2603 1253 1052 9506 395 9111 8387 Tree=676 num_leaves=31 split_feature=22 80 29 56 56 70 8 40 58 71 15 12 24 32 12 14 23 71 25 24 63 44 73 0 41 42 7 91 15 66 split_gain=6.22666 6.22795 6.49413 6.4944 5.9081 5.5862 5.55062 5.55773 5.56556 5.10583 6.66088 6.3486 6.19397 6.7794 6.22423 6.01336 5.99897 4.66675 4.62318 4.44999 13.6861 4.71314 5.17219 4.89278 4.91468 4.38824 4.69846 4.38793 4.35343 5.77162 threshold=2 1 1 2 3 3 4 2 3 0 6 3 0 3 1 6 6 0 2 1 0 1 2 1 1 1 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 17 -3 -4 -5 -6 -7 -8 -9 10 -10 -12 13 -13 -14 -11 -15 -2 -16 20 27 -21 -23 -24 -25 -22 -27 -20 29 -26 right_child=1 2 3 4 5 6 7 8 9 15 11 12 14 16 18 -17 -18 -19 19 21 25 22 23 24 28 26 -28 -29 -30 -31 leaf_parent=0 17 2 3 4 5 6 7 8 10 15 11 13 14 16 18 15 16 17 27 21 25 22 23 24 29 26 26 27 28 29 leaf_value=-0.0320656 -0.0369901 -0.0171893 -0.0410487 -0.0578683 -0.0331731 0.036048 -0.0198506 -0.0409053 0.0433911 0.0436336 -0.0622777 0.0448877 -0.0186496 0.0386265 -0.0394561 0.00464545 -0.0106189 -0.00327013 -0.0419628 0.0323664 0.040306 0.0324654 0.0170343 0.0136849 0.0266524 0.0353719 0.00289407 -0.0109883 -0.00277091 -0.0036132 leaf_count=549 848 2280 993 475 346 181 912 219 232 112 190 111 717 315 236 8892 9750 553 276 258 106 196 800 845 322 242 2005 2071 3538 436 internal_value=0 -0.00135342 0.00274265 0.00755197 0.00961649 0.0109577 0.0131396 0.010987 0.0145827 0.016394 -0.00309759 -0.00634206 -0.00413352 -0.0779816 0.0139173 0.0526623 -0.0920802 -0.193899 0.0222349 0.0253288 -0.0194364 0.0532625 0.0453083 0.0366102 0.0188878 0.0657959 0.049374 -0.136869 -0.00396844 0.116121 internal_count=39006 38457 37056 34776 33783 33308 32962 32781 31869 31650 22646 22414 22224 10176 12048 9004 10065 1401 11331 11095 4700 6395 6137 5941 5141 2353 2247 2347 4296 758 Tree=677 num_leaves=31 split_feature=5 16 91 13 56 33 71 63 63 39 70 22 36 38 52 28 13 66 70 88 88 57 39 13 33 69 72 14 13 66 split_gain=6.7509 6.0467 4.85853 4.79825 7.65783 6.94632 6.92825 6.23425 8.06968 6.76496 6.73727 5.96099 4.70083 4.58952 4.46985 4.59384 4.43394 3.87869 3.72477 4.30492 3.43814 3.57817 4.01362 3.67662 3.40793 4.71839 3.7235 4.6665 4.19788 3.38805 threshold=1 2 3 0 1 0 0 1 0 0 2 1 2 1 1 1 11 4 1 1 0 1 7 1 1 1 1 0 1 7 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 13 -3 4 -4 12 7 -6 9 -9 -10 -11 -5 -2 15 -8 -14 -18 -12 -20 21 23 -23 -19 25 -7 -27 28 -28 -21 right_child=1 2 3 5 6 24 14 8 10 11 18 -13 16 -15 -16 -17 17 20 19 29 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_parent=0 13 2 4 12 7 25 15 9 10 11 18 11 16 13 14 15 17 23 19 29 20 22 22 23 24 26 28 27 28 29 leaf_value=-0.0317531 0.0238058 -0.0389294 -0.0321445 0.0315685 -0.0243133 -0.0242312 -0.0292195 -0.0206822 0.0448057 0.0540433 0.0169729 -0.00383898 0.0291193 -0.03649 0.00410354 0.0324819 -0.015076 -0.0120969 -0.042149 0.0276386 0.0136457 0.0281444 0.00276636 0.0375815 -0.0217281 -0.0401577 -0.0352898 0.0189699 0.00310446 -0.00144982 leaf_count=563 140 614 2000 284 2137 481 100 6739 127 115 425 2270 241 1032 3848 524 535 163 156 133 2136 211 8968 211 1206 160 452 610 685 1740 internal_value=0 0.0150174 0.0185538 0.0204432 -0.0134512 0.0429995 -0.00353658 -0.0418984 -0.0225665 -0.0988926 0.0497456 -0.0107727 0.0600311 -0.252629 0.0707995 0.252389 0.0543837 0.048506 0.0272163 -0.00956493 0.0547681 0.0408025 0.0341698 0.25041 -0.0652321 -0.0214871 0.0322142 0.0590333 -0.05945 0.00893794 internal_count=39006 38443 37271 36657 20314 16343 18314 13842 11705 9124 2581 2385 12749 1172 4472 624 12465 12224 2454 2029 11689 9553 9179 374 3594 2388 1907 1747 1137 1873 Tree=678 num_leaves=31 split_feature=66 10 41 24 66 71 61 13 16 91 36 55 84 24 84 71 14 65 69 48 38 87 42 23 52 91 40 52 14 24 split_gain=5.74382 5.72064 6.58508 5.38556 4.60517 4.05977 4.26396 6.56471 4.09633 3.94593 3.92141 3.89558 3.67333 3.9018 3.24973 5.02651 4.36666 3.47438 3.11666 3.41191 3.77882 3.40097 3.82065 5.05485 4.50148 3.8763 4.69973 3.52567 3.25216 3.2365 threshold=7 0 0 9 1 4 0 0 1 3 2 1 1 6 1 0 2 1 1 1 1 6 1 1 1 0 1 2 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 3 -2 -4 -5 8 -8 -7 -6 -11 -10 -9 -14 -12 -16 -17 -18 -13 -20 -21 -22 23 -23 -24 26 29 -28 -27 -26 right_child=1 -3 4 5 9 6 7 12 11 10 14 18 13 -15 15 16 17 -19 19 20 21 22 24 -25 25 28 27 -29 -30 -31 leaf_parent=0 3 1 4 5 9 8 7 12 11 10 14 18 13 13 15 16 17 17 19 20 21 23 24 23 29 28 27 27 28 29 leaf_value=-0.0488633 0.0496439 -0.0144175 0.0288326 0.0329255 0.0542604 -0.0287301 -0.0323371 -0.0348768 0.0247106 -0.0445002 -0.0137597 -0.0166706 0.0494128 -0.00315957 -0.00051914 -0.0249783 0.0465156 0.0165595 -0.0432288 -0.033155 0.0435189 0.0622944 0.0200448 0.00882188 0.0742791 0.0054587 0.0399044 -0.0108721 0.0558991 0.00923625 leaf_count=1042 145 10341 1041 318 197 852 3789 530 520 188 689 1212 139 3033 3231 143 324 1105 314 529 115 175 805 580 121 667 129 6241 178 313 internal_value=0 -0.00464937 0.0118518 -0.0253222 0.0915765 -0.0321338 -0.039644 -0.129357 -0.0072093 0.0584503 0.0449735 0.00637944 -0.0423983 0.00222671 0.0585757 0.0875121 0.196195 0.238829 -0.009386 0.0111783 0.0202085 0.0330741 0.0225745 0.194423 -0.00574611 -0.0381384 -0.06674 -0.093814 0.194542 0.267919 internal_count=39006 37964 27623 20705 6918 20560 20242 7491 12751 5877 5680 11899 3702 3172 5492 4803 1572 1429 11379 10167 9853 9324 9209 755 8454 7649 6804 6370 845 434 Tree=679 num_leaves=31 split_feature=33 75 10 12 74 13 38 59 25 42 13 13 32 63 61 23 63 24 66 7 61 69 85 32 39 75 66 7 61 66 split_gain=16.165 4.15996 3.31833 3.08339 2.66919 2.19535 2.02403 1.72218 1.70209 2.42605 2.30286 6.25039 2.04572 1.30107 1.2462 1.41724 1.20893 1.17722 1.16011 1.54457 0.941095 0.7471 0.658591 0.635103 0.557216 0.389478 0.377022 0.375166 0.318441 0.218745 threshold=0 0 0 1 0 2 1 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=21 2 3 -2 5 -5 -7 8 9 -8 12 26 13 -11 15 -14 20 -6 -15 -20 -3 22 23 -1 -4 28 -12 -16 29 -25 right_child=1 16 24 4 17 6 7 -9 -10 10 11 -13 14 18 27 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_parent=23 3 20 24 5 17 6 9 7 8 13 26 11 15 18 27 15 16 17 19 19 20 21 22 29 24 25 26 27 28 29 leaf_value=-0.00725999 -0.0291722 0.00184648 -0.035558 0.0575511 -0.000206956 -0.0227504 -0.0204739 -0.0133168 -0.00992658 0.0527667 0.0226087 -0.0503386 0.0616715 0.0310161 0.0545156 0.0117677 -0.0487522 -0.0427032 0.0201831 -0.0297738 -0.0320767 -0.0501772 -0.0449725 -0.0322702 -0.0102157 -0.0503178 0.0488839 0.0808381 -0.042507 -0.0161962 leaf_count=1669 544 498 1131 287 314 334 157 611 304 246 181 512 109 406 189 225 1084 534 301 161 623 10053 7911 2419 759 2031 250 138 2389 2636 internal_value=0 0.00449512 0.0492626 0.0880908 0.119253 0.156582 0.13208 0.159938 0.191269 0.225849 0.263064 0.0417032 0.337716 0.216072 0.499094 0.337407 -0.265218 -0.177748 0.145802 0.000226789 -0.154336 -0.38928 -0.344851 -0.286249 -0.239965 -0.32949 0.367977 0.671174 -0.290269 -0.239621 internal_count=39006 9898 7693 5803 5259 4411 4124 3790 3179 2875 2718 943 1775 1114 661 334 2205 848 868 462 1121 29108 19055 11144 1890 9475 431 327 7444 5055 Tree=680 num_leaves=31 split_feature=59 10 10 10 56 56 21 10 14 66 70 50 14 3 14 10 66 13 54 66 34 88 28 71 42 37 7 24 13 61 split_gain=9.08015 8.18649 8.11528 7.85875 7.52471 7.75723 8.16816 8.03231 7.43794 6.31256 6.28162 6.74975 6.77192 5.25717 4.69852 4.62919 4.68868 4.57496 4.37133 4.87777 5.36607 4.22322 4.07575 4.3588 4.1502 3.94431 3.90523 3.75398 3.74626 4.34199 threshold=12 7 8 10 3 4 7 9 0 5 2 1 1 3 2 11 6 4 1 4 2 0 1 1 2 1 0 3 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 9 26 -10 -12 28 -11 25 -15 -17 -18 27 21 -21 -20 23 -22 -24 -14 -9 -19 29 -13 right_child=1 2 3 4 5 6 7 8 10 13 11 12 14 15 -16 16 17 18 19 20 22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 26 10 13 11 29 25 15 14 16 17 27 21 20 23 21 24 23 24 25 26 27 28 29 leaf_value=0.0436378 0.0392417 0.0397976 0.0474482 0.0272414 0.0361608 0.0519206 0.0408158 0.0324053 0.0346188 0.0290802 0.0345493 0.0141199 0.0275943 0.0480669 -0.0434421 0.0140308 -0.0395904 0.0621265 0.0212648 0.0178286 0.0406497 -0.0208908 -0.046526 -0.00305776 -0.0113253 -0.0245734 -0.00243243 0.00370947 -0.0216871 -0.0173821 leaf_count=657 727 696 450 479 251 124 594 644 244 365 113 997 262 230 3992 997 890 110 1049 568 219 233 410 924 14851 1663 489 2323 2728 727 internal_value=0 -0.00474607 -0.0112614 -0.0176322 -0.0228426 -0.0312458 -0.0379418 -0.0429982 -0.0491943 -0.0225092 -0.147531 -0.168561 -0.191189 -0.036013 -0.31979 -0.0436929 -0.0480068 -0.0602732 -0.0531203 -0.0737536 -0.090426 0.111538 -0.104211 0.0522161 -0.123121 -0.145944 0.187168 0.0604224 -0.0964476 0.000756051 internal_count=39006 38349 37622 36926 36476 35997 35746 35622 35028 24302 10726 10482 10369 23169 5917 22804 22574 21577 20687 18254 16972 1282 16404 1143 15261 1925 1133 2433 4452 1724 Tree=681 num_leaves=31 split_feature=16 58 85 38 32 7 66 35 17 16 34 62 39 12 13 87 24 23 65 49 69 85 19 92 13 10 13 24 74 79 split_gain=7.19849 5.42321 4.85575 4.40595 4.3825 5.19356 4.7502 4.16642 4.06414 4.91297 4.53224 3.92005 4.71192 3.74426 3.85203 3.6815 4.93489 4.66195 4.03418 4.71306 3.66882 3.41502 3.30152 3.59897 3.58632 3.18952 3.17703 3.15123 3.32623 3.11446 threshold=5 1 9 3 0 4 9 1 0 1 1 2 3 1 0 0 0 0 0 2 0 2 1 1 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 7 -3 -4 5 -5 -6 -2 10 27 -7 -12 -13 -11 -15 18 17 -17 19 -14 -8 -20 24 -24 -9 26 -21 28 -10 -23 right_child=1 2 3 4 6 8 20 22 9 13 11 12 15 14 -16 16 -18 -19 21 25 -22 29 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 7 2 3 5 6 10 20 24 28 13 11 12 19 14 14 17 16 17 21 26 20 29 23 23 24 25 26 27 28 29 leaf_value=0.0516474 0.0441646 0.0433554 0.0212483 0.0476327 0.0377035 0.0187441 -0.0212863 0.0127335 0.0528586 -0.0425309 0.0597593 -0.0380352 0.0337876 -0.0210801 0.00339475 0.0378103 -0.017853 -0.00632365 -0.0321973 0.00466526 -0.00586977 0.0277814 0.0620366 0.00927308 -0.0447687 -0.00623332 0.0523818 -0.00841231 -0.00753466 -0.0112191 leaf_count=163 336 138 324 243 172 1538 7163 188 337 910 107 728 152 3229 1326 401 2920 750 119 550 5272 1135 107 1776 170 7560 139 338 152 563 internal_value=0 -0.0136838 -0.0282751 -0.0326554 -0.0402143 -0.012924 -0.109834 0.126567 -0.01933 -0.107107 0.00897686 -0.0115564 -0.0173582 -0.162477 -0.117871 -0.0055439 -0.0931379 0.0816153 0.0339535 -0.00578918 -0.124854 0.172361 0.0736152 0.136388 -0.172389 -0.0298579 0.154583 0.115352 0.314087 0.214585 internal_count=39006 38843 36266 36128 35804 23197 12607 2577 22954 6292 16662 15124 15017 5465 4555 14289 4071 1151 10218 8401 12435 1817 2241 1883 358 8249 689 827 489 1698 Tree=682 num_leaves=31 split_feature=79 89 14 14 18 21 79 16 14 12 83 89 15 58 1 42 70 24 34 43 13 13 16 88 39 39 58 12 63 25 split_gain=10.7613 8.67295 8.12941 8.0747 7.43515 6.64753 8.7344 8.63762 6.64453 6.574 6.32652 6.25744 5.97709 5.9292 5.51572 6.16138 5.74353 5.64132 5.31995 5.61043 5.96026 4.89323 4.89267 5.35728 8.60938 6.98709 5.70341 4.75066 4.67514 4.23323 threshold=0 4 0 1 3 1 1 2 2 3 1 3 1 3 3 2 4 5 3 1 2 0 3 0 0 1 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 4 -4 -3 -2 21 -8 -5 -6 -11 28 -9 -13 -15 -16 -17 -18 -14 -20 -21 29 -19 24 26 -26 -24 -28 -12 -7 right_child=5 2 3 8 9 6 7 12 -10 10 11 13 18 14 15 16 17 22 19 20 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_parent=1 5 4 3 8 9 29 7 12 8 10 28 13 18 14 15 16 17 22 19 20 20 21 26 23 25 25 27 27 28 29 leaf_value=0.0373079 -0.00728706 0.0469558 -0.00335594 -0.00662029 -0.0507145 0.0185635 0.078034 -0.0104765 -0.0419689 0.0311383 0.059966 -0.0593415 -0.0349068 0.0383477 -0.037003 0.0334634 -0.0442065 -0.0298815 -0.00175331 0.0860924 0.0308154 -0.0127758 -0.024536 0.00941807 -0.00474208 -0.028986 0.0186394 9.23356e-05 0.0038651 -0.0110814 leaf_count=203 2072 122 4070 1767 226 1191 110 638 3657 236 104 150 209 145 487 141 660 276 598 129 1661 1014 501 2484 2777 4357 854 7319 111 737 internal_value=0 -0.0226434 -0.0293625 -0.144575 -0.00736347 0.0993815 0.140949 0.25241 -0.286016 -0.0131521 -0.00815082 -0.015667 0.207263 -0.0232575 -0.0191211 -0.0246101 -0.0173662 -0.0241315 0.264641 0.295381 0.362147 0.036176 -0.0184273 -0.0109526 -0.0333624 -0.147127 0.00701284 0.023349 0.304645 0.113598 internal_count=39006 30647 30444 9494 20950 8359 6287 3345 5424 20828 20602 20366 3235 20151 20001 19856 19369 19228 2597 2388 1790 2942 18568 18292 15808 7134 8674 8173 215 1928 Tree=683 num_leaves=31 split_feature=40 40 40 29 35 29 58 63 0 28 38 16 74 52 23 69 17 41 58 35 33 28 59 85 65 56 35 41 14 63 split_gain=7.63442 7.6935 7.62431 7.86452 8.42277 9.80271 8.45066 6.75013 5.90381 5.72442 5.27784 5.24319 5.11503 4.79253 4.68895 4.34068 4.26078 4.02337 9.0224 4.00511 3.92255 3.89615 3.51453 3.48439 3.57861 3.08681 4.24177 3.08131 3.01529 2.99324 threshold=2 1 3 1 0 2 2 0 2 2 1 1 2 1 1 0 1 0 1 1 0 1 3 3 2 1 2 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 22 13 14 5 -5 15 8 -8 -10 -6 20 -12 -3 -4 -7 -16 18 -13 28 27 -19 -2 -24 -25 26 -21 -11 -14 -26 right_child=1 2 3 4 10 6 7 -9 9 11 12 17 19 -15 16 -17 -18 21 -20 25 -22 -23 23 24 29 -27 -28 -29 -30 -31 leaf_parent=0 22 13 14 5 10 15 8 7 9 27 12 18 28 13 16 15 16 21 18 26 20 21 23 24 29 25 26 27 28 29 leaf_value=0.0174605 0.0587903 -0.0199718 0.0442272 0.0632232 -0.0231008 0.0841493 0.0362288 -0.0319769 0.0390069 0.0384376 -0.0347384 0.0336956 -0.000891487 0.0379798 -0.0376825 0.00111761 0.0117667 0.0390519 -0.0272952 -0.050188 -0.0275929 -0.0105279 0.0370709 0.0285348 0.0083293 0.0117851 0.0104479 -0.0202446 -0.0282658 -0.00800936 leaf_count=1248 105 100 354 132 683 127 396 7415 128 474 283 475 2477 338 218 149 1374 285 10510 181 253 3025 240 408 2549 2189 143 212 893 1642 internal_value=0 -0.0162112 -0.0446536 -0.05689 -0.0775391 -0.142553 -0.155864 -0.171697 -0.121559 -0.139523 -0.00625147 -0.156027 0.0208382 0.252183 0.132035 0.415339 0.0559432 -0.18808 -0.236065 0.0387947 0.101523 -0.0396381 0.0842105 0.072474 0.0523642 0.0917124 -0.150957 0.249358 -0.0638116 0.0241436 internal_count=39006 37758 32814 32376 30430 23581 23449 23173 15758 15362 6849 15234 6166 438 1946 276 1592 14295 10985 5883 939 3310 4944 4839 4599 2513 324 686 3370 4191 Tree=684 num_leaves=31 split_feature=35 80 57 6 78 14 44 52 86 9 14 25 58 71 9 13 86 89 8 86 13 24 21 24 9 52 53 69 17 61 split_gain=5.70611 6.01634 5.38839 5.83285 6.71806 6.80051 5.58853 4.82224 5.41617 5.19999 4.35371 4.7255 4.23444 4.08483 4.06981 4.07652 4.23236 3.88176 3.87118 3.70471 3.61375 3.27718 3.12607 3.07363 3.96943 3.65285 4.06433 3.27846 3.01088 3.00186 threshold=7 3 2 2 4 0 1 3 2 3 1 0 2 0 2 0 1 1 1 3 1 0 1 0 1 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 13 -5 6 -6 -8 22 -10 28 -12 -11 29 -14 16 17 -16 21 -18 -20 -17 -9 25 27 26 -21 -25 -7 -4 right_child=1 2 3 4 5 10 7 8 9 12 11 -13 14 -15 15 18 19 -19 20 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 2 29 4 6 28 7 22 9 12 11 11 14 13 17 21 19 17 20 26 20 21 22 27 24 25 26 27 28 29 leaf_value=0.0525717 0.06082 -0.0381399 0.0205331 0.0622325 -0.0301908 -0.0162155 0.0535484 0.0694935 0.0472533 0.0343089 -0.040087 0.0159892 0.0283892 -0.0134104 0.069396 -0.0130496 0.0421668 0.0104733 -0.00615344 0.0506802 -0.0287982 0.0521021 0.017313 0.0521303 -0.0176258 -0.00218458 -0.00821751 -0.0158434 0.0144064 0.069506 leaf_count=127 104 735 187 152 1130 3468 172 156 213 322 5402 732 538 187 132 249 143 1576 2860 197 5805 475 652 165 3941 7088 338 149 1455 156 internal_value=0 -0.00708877 -0.0121393 -0.00454021 -0.0153179 -0.0211273 0.003958 0.015815 0.00955972 -0.0041302 -0.171969 -0.315192 -0.0119501 0.283091 -0.0206396 -0.0306148 0.00108754 0.148528 -0.129738 -0.0281175 -0.166388 0.206262 0.279466 -0.0381574 -0.13056 0.00329361 0.265588 0.218977 -0.0533491 0.427171 internal_count=39006 38879 38775 38040 37510 37358 26301 25171 24999 24191 11057 6134 23978 530 23656 23118 13729 1708 9389 12021 8665 724 808 11878 4255 7623 535 314 4923 343 Tree=685 num_leaves=31 split_feature=80 29 16 58 56 54 58 47 22 10 63 14 28 71 8 71 26 20 12 29 40 15 20 12 20 17 67 85 47 6 split_gain=7.46439 6.70102 6.74779 5.90509 5.9117 5.68063 4.782 4.65377 4.67176 4.88006 4.59115 4.53948 4.25318 4.13974 7.43613 6.14599 6.26215 6.02835 5.95671 5.71865 5.44458 5.28115 6.99414 6.78029 5.75486 8.52838 4.0854 4.16208 3.96047 5.14068 threshold=1 1 3 3 3 1 4 10 2 2 8 0 1 0 12 1 1 1 3 2 3 0 2 1 1 0 2 3 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 11 -3 -4 -5 12 -7 -8 -9 -10 -11 -2 -6 14 -12 17 -17 -15 -16 -20 -21 22 -22 -24 25 -23 -25 -28 29 -29 right_child=1 2 3 4 5 6 7 8 9 10 13 -13 -14 15 18 16 -18 -19 19 20 21 24 23 26 -26 -27 27 28 -30 -31 leaf_parent=0 11 2 3 4 12 6 7 8 9 10 14 11 12 17 18 16 16 17 19 20 22 25 23 26 24 25 27 29 28 29 leaf_value=-0.0202372 -0.0327156 -0.0478238 -0.0394542 -0.059409 -0.028773 -0.0473891 0.0390621 -0.0293555 -0.0169166 0.0274857 0.0332118 -0.00295688 -0.00431327 0.0278206 -0.0645614 -0.0246688 0.0124331 -0.00143974 -0.066742 -0.0652468 -0.0459979 0.0408761 -0.0309065 -0.0413077 0.00388551 -0.00886104 0.0141471 -0.0647022 0.00248429 -0.00464476 leaf_count=1477 1943 372 257 475 642 105 125 337 805 196 165 398 3150 350 143 139 3718 3935 143 152 164 544 621 194 6829 369 569 129 5943 4617 internal_value=0 0.00768013 0.0125293 0.0143498 0.016269 0.0175622 0.0252188 0.0265996 0.024752 0.0268839 0.0305237 -0.170435 -0.0817082 0.027725 0.0095475 0.0620331 0.110099 0.00641422 0.00423468 0.00638198 0.00837674 0.0103189 -0.0131895 -0.00785041 0.063431 0.243872 -8.13107e-05 0.00342094 -0.00734368 -0.0547031 internal_count=39006 37529 35188 34816 34559 34084 30292 30187 30062 29725 28920 2341 3792 28724 20582 8142 3857 4285 20417 20274 20131 19979 12237 12073 7742 913 11452 11258 10689 4746 Tree=686 num_leaves=31 split_feature=16 46 90 46 33 13 13 84 52 24 26 47 39 67 33 47 44 39 16 71 41 69 84 69 17 9 23 69 31 91 split_gain=5.70957 5.46536 4.70372 4.95181 4.73061 4.59658 4.52545 5.01788 5.9316 5.26339 5.79893 5.24028 4.82272 4.80209 4.5526 4.4696 4.34403 4.49023 4.80655 4.20181 3.94608 3.81783 4.25518 3.85564 4.13359 4.00087 4.35232 3.69731 3.40071 3.92521 threshold=2 3 1 2 5 15 14 0 2 0 1 2 0 2 1 6 1 6 1 1 0 1 1 0 0 1 2 0 6 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=27 -2 -3 -4 -5 -6 -7 9 -9 12 -11 19 20 -13 -14 -10 -15 -18 -19 -12 -8 22 -17 -23 25 -25 -27 -1 -20 -30 right_child=1 2 3 4 5 6 7 8 15 10 11 13 14 16 -16 21 17 18 28 -21 -22 23 -24 24 -26 26 -28 -29 29 -31 leaf_parent=27 1 2 3 4 5 6 20 8 15 10 19 13 14 16 14 22 17 18 28 19 20 23 22 25 24 26 26 27 29 29 leaf_value=-0.00401728 -0.0572727 -0.0173451 -0.0401438 0.0462645 0.0389567 0.0339468 -0.0126151 -0.022586 -0.0258586 0.0227801 0.0118005 -0.0375678 -0.0342949 -0.023107 0.00305196 -0.0148569 0.0245047 -0.0182738 0.019231 -0.0165405 -0.0461817 0.00436617 0.00890708 0.0394252 0.00266524 0.0400107 0.0118086 -0.046886 0.00336785 -0.00954347 leaf_count=634 249 1787 492 156 109 137 6734 315 191 484 310 260 499 414 2916 690 285 861 289 1529 2497 2649 550 260 1059 220 1289 584 8430 2127 internal_value=0 0.0127032 0.0141701 0.0181195 0.0200179 0.0182911 0.0162829 0.0139993 0.0581977 -0.0046466 0.0117619 0.0041206 -0.0795542 0.0173488 -0.00311946 0.0697566 0.0213581 0.0270625 0.02008 -0.112641 -0.161553 0.0775984 -0.0243275 0.0996915 0.149078 0.194668 0.157521 -0.255334 0.0283707 0.0208172 internal_count=39006 37788 37539 35752 35260 35104 34995 34858 7223 27635 14989 14505 12646 12666 3415 6908 12406 11992 11707 1839 9231 6717 1240 5477 2828 1769 1509 1218 10846 10557 Tree=687 num_leaves=31 split_feature=8 66 80 59 48 39 41 1 59 2 25 49 36 84 53 74 78 22 63 13 85 47 63 39 55 11 85 47 43 47 split_gain=5.82369 5.483 5.33386 5.81098 5.20666 4.83579 4.66362 4.79764 4.44612 4.86708 4.83932 5.21563 4.25155 3.25267 3.45563 4.40792 4.60592 3.9984 3.83325 3.42369 3.22416 3.01057 2.99768 5.47696 3.03493 3.17626 3.08804 10.6455 4.31974 4.2265 threshold=3 7 1 3 2 11 3 1 2 0 0 2 2 4 0 0 2 1 1 3 7 5 0 4 1 1 0 3 0 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 10 11 -10 -13 -14 15 16 -15 -18 -17 -16 -19 -22 24 -24 -23 -26 27 -27 29 -29 right_child=1 2 3 4 5 6 7 8 9 -11 -12 12 13 14 19 18 17 20 -20 -21 21 22 23 -25 25 26 -28 28 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 11 9 10 12 13 16 19 18 17 20 18 19 21 24 23 23 25 27 26 29 28 29 leaf_value=-0.0577681 -0.0485776 -0.0319671 0.0576931 -0.0469133 0.0465873 0.0293348 -0.0324559 0.0241201 -0.0449984 -0.0172009 0.0122796 -0.0401154 0.0331616 0.0486499 0.026708 0.0189329 0.0388752 0.0469458 -0.0272915 -0.011955 -0.0298989 0.0296157 0.0555479 -0.0107004 -0.0306942 0.103448 -0.000339828 0.0630173 0.0662791 0.00311364 leaf_count=425 1029 1376 337 1021 162 742 1913 923 455 4946 2816 730 221 262 299 416 262 104 2183 5521 542 410 104 3430 412 260 3948 167 151 3439 internal_value=0 -0.00243811 0.00215557 0.00893077 0.00466054 0.00928192 0.00478456 -0.00214581 0.00438846 -0.00402302 0.00941853 -0.0119681 -0.0048764 0.00161674 -0.00444633 0.0201927 0.0383887 0.0293721 -0.174115 -0.0923032 0.0194159 0.0128273 0.0218366 -0.0726595 0.0522933 0.0364937 0.0489957 0.131568 0.0890183 0.0605673 internal_count=39006 38581 37552 36176 35839 34818 34656 33914 32001 31078 26132 23316 22861 22131 21910 16090 13491 13229 2599 5820 12967 12863 12321 3534 8787 8377 7965 4017 3757 3606 Tree=688 num_leaves=31 split_feature=33 84 66 33 14 66 53 85 61 33 53 24 88 61 47 69 86 66 63 14 15 47 14 13 61 47 39 91 23 24 split_gain=15.1367 4.6694 3.01942 2.35036 2.1459 2.1114 2.23353 1.9865 1.74484 1.51467 1.2615 1.57085 1.24866 1.22061 0.963519 0.96243 1.00788 0.884952 1.47955 0.740381 0.768729 0.544895 1.38714 0.462108 0.408877 0.347445 0.304014 0.199188 0.160723 0.153884 threshold=0 0 0 1 0 2 0 0 0 2 1 0 0 1 2 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=15 2 3 -2 5 6 -4 10 23 -5 -7 14 19 -10 -12 16 -1 -3 -19 20 27 29 25 -6 -16 -23 -9 28 -11 -18 right_child=1 17 4 9 8 7 -8 26 13 12 11 -13 -14 -15 24 -17 21 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=16 3 17 6 9 23 10 6 26 13 28 14 11 12 13 24 15 29 18 18 19 20 25 22 23 24 25 26 27 28 29 leaf_value=-0.00240842 -0.0119216 -0.0551211 0.0262752 -0.00404581 0.0213204 0.0175202 -0.0278592 -0.0316595 0.0175303 0.0415508 0.0219043 -0.0417312 -0.00148222 -0.0185656 -0.00340904 -0.0501697 -0.0381882 -1.98478e-05 -0.0492914 0.0539039 0.0112048 -0.050386 -0.00211572 0.0472549 -0.0271862 -0.0302443 -0.0542775 0.0488861 0.0249892 -0.0502045 leaf_count=1623 1390 515 446 348 396 400 328 514 280 158 172 672 117 493 405 10044 4356 669 776 199 140 2557 2654 226 339 4215 484 276 193 3621 internal_value=0 0.0154221 0.0549635 0.185421 -0.0192473 -0.0938665 0.107526 -0.173807 0.125414 0.253646 -0.088911 -0.157117 0.309387 -0.0178973 -0.0486429 -0.370531 -0.319392 -0.323671 -0.216731 0.358973 0.29794 -0.352453 -0.280791 0.305392 -0.140278 -0.388691 -0.423048 0.38013 0.327622 -0.434354 internal_count=39006 9936 7976 2821 5155 3760 774 2986 1395 1431 1988 1588 1083 773 916 29070 19026 1960 1445 966 767 17403 9426 622 744 6772 998 627 351 7977 Tree=689 num_leaves=31 split_feature=10 56 10 10 59 10 59 59 39 39 39 58 41 66 29 6 61 13 72 72 92 74 73 15 92 75 35 2 21 74 split_gain=7.8862 7.44868 7.26886 7.04075 7.05138 7.19716 7.04055 7.22379 7.31123 9.7388 7.16129 5.9914 5.62766 5.55632 5.20547 4.61542 4.70933 4.60534 4.36302 4.05638 4.32794 4.57263 4.60879 4.49657 4.04036 3.8937 4.47355 3.92811 3.73513 3.63201 threshold=8 4 7 9 8 10 10 12 0 1 2 4 5 0 2 3 6 4 2 4 1 2 3 0 2 1 1 3 0 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 11 -10 13 -9 -13 -11 -14 -16 -17 -18 -19 -20 23 -22 -23 -21 -24 26 -26 -27 -25 -29 right_child=1 2 3 4 5 6 7 8 9 10 -12 12 14 -15 15 16 17 18 19 20 21 22 24 28 25 27 -28 29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 11 9 13 10 12 14 13 15 16 17 18 19 23 21 22 24 28 26 27 26 29 28 29 leaf_value=0.0422453 0.0374919 0.0371147 0.0416708 0.0385117 0.0461472 0.0384561 0.0373062 0.0556176 -0.00227712 -0.0353111 -0.0333039 0.0340077 -0.0555907 0.00407958 -0.0492849 -0.0523836 -0.0467851 -0.0232729 -0.0566142 0.0417521 0.0228757 0.0362854 0.0350542 -0.0380288 -0.0246672 0.0408759 0.0167242 0.0442967 0.0173926 -0.00624945 leaf_count=690 286 740 595 324 431 208 613 106 6605 1321 7355 189 180 2128 162 134 283 1063 127 349 512 248 150 116 211 125 1368 146 227 12015 internal_value=0 -0.00436877 -0.0106023 -0.0167455 -0.0220704 -0.0278171 -0.0327673 -0.0385022 -0.0445508 -0.116726 -0.226825 -0.00912969 -0.0146545 -0.0712879 -0.0230052 -0.0177424 -0.0124569 -0.00739063 -0.00183386 0.0087913 0.0129411 -0.000537788 -0.013189 0.20316 -0.0213931 -0.0288234 0.101937 -0.0495979 0.0153609 -0.0565267 internal_count=39006 38316 38030 37290 36695 36371 35940 35732 35119 17409 10804 17710 17604 3449 17415 17235 17073 16939 16656 15594 15467 14775 14263 692 14015 13865 1579 12286 343 12161 Tree=690 num_leaves=31 split_feature=84 31 84 9 83 68 82 63 29 16 16 66 63 86 55 21 48 85 53 47 72 14 22 14 40 65 49 47 23 61 split_gain=5.5232 5.15585 4.64594 4.8882 3.99501 4.31565 5.20571 6.00365 4.93317 4.53082 4.43995 4.46917 6.31042 4.68533 4.80481 4.75822 4.63324 4.42645 4.29679 3.97469 3.91853 3.81611 3.4178 3.63028 3.364 3.96745 3.92308 4.29205 4.60354 4.04632 threshold=5 4 3 5 1 2 1 0 1 4 2 4 5 3 3 0 2 3 0 0 2 0 2 0 1 1 2 0 4 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 19 -4 -5 6 -6 -8 -7 -10 21 -12 -13 -14 -15 16 -16 18 -17 -3 -18 -11 -22 24 -24 -26 -27 28 -28 -30 right_child=1 2 3 4 5 8 7 -9 9 10 11 12 13 14 15 17 20 -19 -20 -21 22 -23 23 -25 25 26 27 -29 29 -31 leaf_parent=0 1 19 3 4 6 8 7 7 9 21 11 12 13 14 16 18 20 17 18 19 22 21 24 23 25 26 28 27 29 29 leaf_value=0.0446367 0.0186886 -0.0061219 0.0513111 -0.0399326 -0.0284372 -0.0266451 0.00022438 0.0626599 0.0331156 0.00516075 -0.0237834 0.0488926 0.0334546 0.0595243 0.0443482 -0.0278056 -0.026606 -0.0153521 0.0445875 0.0393762 0.0319459 0.0466349 -0.0171601 -0.0125212 0.0208394 0.0317206 0.067674 -0.00978476 0.0651763 0.00200839 leaf_count=220 789 394 109 537 120 2185 329 255 214 803 2089 207 263 144 262 133 798 9356 244 274 130 159 1378 5639 1205 150 117 5666 222 4616 internal_value=0 -0.0143094 -0.0240672 -0.0318981 -0.0355973 -0.0310365 0.198347 0.334362 -0.0389469 -0.0295155 -0.0352059 -0.0463044 -0.0349204 -0.0411467 -0.0476693 -0.051646 -0.0189475 -0.129554 0.204918 0.2128 -0.0265631 0.148868 -0.0139221 -0.0222609 0.00713836 0.0273106 0.00117737 -0.0157663 0.0594319 0.0388823 internal_count=39006 38786 37997 37329 37220 36683 704 584 35979 33794 33580 32618 30529 30322 30059 29915 20182 9733 377 668 19920 962 19123 18993 13354 11976 10771 10621 4955 4838 Tree=691 num_leaves=31 split_feature=17 85 24 88 2 1 67 66 91 71 2 57 3 19 36 52 13 74 24 74 46 21 72 73 51 36 85 59 88 34 split_gain=9.61069 8.23028 6.78941 6.47025 6.46698 5.97822 6.61539 5.953 6.03197 5.76103 5.59494 5.41943 5.40526 5.04955 4.6788 4.36128 4.49226 4.52808 5.27997 4.34502 4.27993 4.13131 4.43635 4.25173 4.00615 4.24101 3.83933 4.70223 4.72677 5.30753 threshold=0 0 0 0 4 1 1 1 4 0 0 1 0 0 2 2 4 0 2 4 1 1 1 1 1 1 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 24 5 -2 -1 -7 -6 -9 12 13 -4 -10 -5 -13 -8 -17 20 -19 -20 -18 -14 -23 -24 -3 -26 -11 28 -28 -30 right_child=4 2 11 10 7 6 15 8 9 26 -12 14 21 -15 -16 16 17 18 19 -21 -22 22 23 -25 25 -27 27 -29 29 -31 leaf_parent=5 4 24 11 13 7 6 15 8 12 26 10 14 21 13 14 16 20 18 19 19 20 22 23 23 25 25 28 27 29 29 leaf_value=0.0202158 0.0569945 0.0461226 0.0166216 0.0315871 -0.0107436 0.0160259 0.0312273 0.0722738 0.00715807 0.0183349 -0.0074245 0.0198495 -0.000807455 0.0023698 -0.0238374 -0.0628913 0.0155953 0.036289 -0.0360508 0.00159701 -0.0132315 -0.00100417 -0.00204715 0.0426971 0.0212109 -0.0089691 -0.0279705 -0.0215905 -0.00608288 0.030356 leaf_count=570 214 106 432 1155 1683 781 212 123 3982 528 1354 215 527 435 9134 257 242 203 101 1904 8205 230 185 1198 306 2118 369 1000 816 421 internal_value=0 -0.0294784 -0.11441 0.00744039 0.0700301 -0.0215403 -0.0396165 0.0616303 0.0848779 0.0777758 0.129472 -0.183723 0.121923 0.207694 -0.214156 -0.0638125 -0.0733164 -0.0665225 0.0190196 -0.0188532 -0.111544 0.239782 0.300913 0.366143 0.00875685 -0.0221593 -0.0213208 -0.0675415 0.0281874 0.104476 internal_count=39006 27730 12311 15419 11276 12475 11905 11062 9379 9256 2944 9781 6122 1590 9349 11124 10912 10655 2208 2005 8447 2140 1613 1383 2530 2424 3134 2606 1606 1237 Tree=692 num_leaves=31 split_feature=52 52 66 39 52 85 46 5 75 46 86 13 12 28 30 12 22 75 29 31 73 24 91 31 31 66 52 15 13 85 split_gain=8.77252 7.9814 8.0159 6.30813 5.98516 5.30504 4.95674 4.60183 4.85505 4.56729 4.27604 4.17139 4.14292 4.0042 4.96654 4.6315 4.19227 4.16466 4.0793 6.51743 4.94154 5.29299 5.38516 4.34586 4.28191 4.14574 5.36079 4.09211 3.85373 3.39389 threshold=3 5 0 4 4 1 3 1 8 2 1 0 5 3 1 3 2 5 1 3 1 2 0 7 6 2 2 5 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 11 -4 -5 10 -7 -8 -9 -10 28 29 -11 -14 -15 -16 -17 -18 19 -19 -21 -22 -23 -20 -25 -26 -27 -28 -6 -3 right_child=1 2 3 4 5 6 7 8 9 12 -12 -13 13 14 15 16 17 18 23 20 21 22 -24 24 25 26 27 -29 -30 -31 leaf_parent=0 1 29 3 4 28 6 7 8 9 12 10 11 13 14 15 16 17 19 23 20 21 22 22 24 25 26 27 27 28 29 leaf_value=0.0403992 0.0573756 -0.0134116 -0.0376249 0.0464934 0.0107085 -0.0466222 -0.0344092 0.062786 -0.0288349 0.0395604 -0.00424229 -0.0238943 0.0530269 -0.0301064 0.0366467 -0.0420232 0.0509803 -0.0454838 -0.0476412 0.0715395 -0.0294468 0.0131371 0.0595178 -0.0473712 -0.0102966 0.034355 0.0435267 0.00277815 -0.0419266 0.0105492 leaf_count=329 108 6170 765 135 145 160 302 100 319 153 3826 7090 113 714 233 258 148 123 467 117 162 766 151 372 2626 401 232 10272 564 1685 internal_value=0 -0.00949795 -0.0142955 0.00937604 0.0163017 0.0105521 0.0327401 0.0379982 0.0444403 0.0399141 -0.0938137 -0.133992 0.0475403 0.0408646 0.0361878 0.0446861 0.0361708 0.0417489 0.0362794 0.1721 0.225576 0.169254 0.240304 0.0176018 0.0238248 0.0299894 0.0526016 0.0369675 -0.300972 -0.0489029 internal_count=39006 38677 38569 23624 22859 22724 18189 18029 17727 17627 4535 14945 17308 17155 17042 16328 16095 15837 15689 1319 1196 1079 917 14370 13903 13531 10905 10504 709 7855 Tree=693 num_leaves=31 split_feature=42 42 16 75 77 14 10 7 7 37 22 63 87 79 28 11 59 86 16 8 16 52 63 59 79 91 33 75 47 23 split_gain=5.99969 6.20666 5.80743 5.76757 9.23126 7.86489 6.39917 7.23431 6.67159 5.22579 3.60984 4.80744 3.65914 3.54759 3.56653 3.94022 3.90841 3.20788 3.19973 4.57148 3.05031 2.9287 3.09884 3.58318 3.34734 2.89911 2.76314 2.73151 3.77268 3.003 threshold=2 1 5 0 3 0 0 3 2 0 1 0 0 1 1 1 0 1 1 1 2 2 1 0 0 0 2 2 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 5 -5 6 7 -4 9 -9 11 -6 13 -12 16 -16 -15 -7 19 -10 -20 -22 -23 24 -24 -26 -17 28 -28 -29 right_child=1 2 3 4 10 17 -8 8 18 -11 12 -13 -14 14 15 26 -18 -19 20 -21 21 22 23 -25 25 -27 27 29 -30 -31 leaf_parent=0 1 2 7 4 11 17 6 9 19 9 13 11 12 16 15 26 16 17 20 19 21 22 24 23 25 25 28 29 28 29 leaf_value=-0.0398269 -0.0275918 0.0409086 0.0435512 0.066705 0.00169717 0.00938599 -0.0197915 0.0399309 0.0729846 -0.0221419 -0.0201707 0.0651816 -0.0136411 0.0114448 -0.0298239 -0.0400576 0.0691522 -0.0305432 0.0170493 0.00666866 0.0328678 0.00720828 -0.0183738 0.00747438 -0.0120153 0.0491953 0.0336775 -0.011822 -0.0263614 0.0205986 leaf_count=1160 3641 153 260 139 301 895 5009 508 109 157 574 242 1814 253 347 157 173 7237 386 955 358 1661 7039 1622 302 185 153 680 433 2103 internal_value=0 0.00370599 0.015307 0.00727914 0.0873828 -0.0327127 -0.00167464 0.029474 0.00975364 0.275679 0.0608203 0.32403 0.0368965 0.0770745 0.106904 0.0706597 0.362251 -0.243723 -0.0193637 0.128095 -0.0473053 -0.0687567 -0.0811553 -0.116242 -0.156247 0.157766 0.10231 0.119989 -0.0907491 0.163159 internal_count=39006 37846 34205 34052 7369 26683 18551 13542 13282 665 7230 543 6687 4873 4299 3873 426 8132 12617 1064 11553 11167 10809 9148 7526 487 3526 3369 586 2783 Tree=694 num_leaves=31 split_feature=56 35 87 35 87 80 10 77 63 32 57 58 41 87 56 42 85 63 13 38 47 63 47 23 25 53 13 47 59 61 split_gain=6.91363 6.46672 12.356 10.056 7.28473 7.2439 6.35061 6.26014 5.55777 5.13659 4.89661 4.81965 4.71609 4.55122 4.93883 4.05568 4.05229 3.95686 4.33155 6.19843 5.65936 4.89711 4.30863 3.61469 3.58233 3.51366 5.36736 3.26158 10.279 6.38981 threshold=2 0 0 1 1 1 1 1 3 6 2 3 4 6 1 1 0 9 0 1 1 8 0 2 0 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 5 3 15 16 -2 -6 -7 -9 -10 -11 -12 -13 -14 -15 -3 23 -16 19 22 25 -21 -19 -4 -23 -20 -27 28 29 -22 right_child=1 2 4 -5 6 7 -8 8 9 10 11 12 13 14 17 -17 -18 18 20 21 27 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=0 5 15 23 3 6 7 6 8 9 10 11 12 13 14 17 15 16 22 25 21 29 24 22 23 24 26 26 27 28 29 leaf_value=-0.0404529 -0.022875 0.0164781 0.0510034 -0.0318581 0.040639 -0.0172337 0.00626557 -0.018072 0.0346035 -0.0402612 -0.0423176 -0.0429672 -0.0166953 -0.0158878 0.0279645 -0.0106211 -0.0186597 -0.00638743 -0.00876545 0.0285473 0.00137622 -0.00120322 0.0269198 -0.00147919 -0.0185247 -0.0180172 0.0202934 0.0117917 -0.0293372 0.0141264 leaf_count=1216 898 353 107 3281 226 1449 1195 453 142 366 163 269 285 1643 159 2935 731 315 1044 119 2476 8608 510 687 2425 298 351 3862 625 1816 internal_value=0 -0.000406183 -0.0616348 -0.156255 0.0306781 0.0130264 0.113066 0.017673 0.0228807 0.0273137 0.0246395 0.0265572 0.0283584 0.0300959 0.0340084 -0.0675743 -0.0928082 0.0384317 0.0355329 0.0010508 0.0579982 -0.0152213 0.173739 0.0579766 -0.0233001 -0.0344033 0.0846304 0.076088 0.0485494 0.0661569 internal_count=39006 37790 9515 6569 2946 28275 1421 27377 25929 25476 25334 24968 24805 24536 24251 3288 1525 22608 22449 11977 10472 11152 825 794 11033 1693 649 8779 4917 4292 Tree=695 num_leaves=31 split_feature=31 56 33 23 42 63 69 65 0 39 17 23 18 53 52 66 26 21 21 39 52 23 47 72 58 42 14 18 43 85 split_gain=6.69821 4.61051 4.76448 4.85516 4.70051 4.74681 4.66488 7.75078 4.31036 4.26826 7.10236 5.01646 4.59327 4.46335 3.94693 3.92019 3.75442 7.15546 3.43774 3.24259 3.72281 3.54743 5.38995 3.20565 3.76229 3.55104 3.16575 3.02038 4.19683 4.72606 threshold=2 2 2 8 5 15 5 0 7 0 0 11 1 0 1 4 2 0 0 1 2 2 8 2 2 2 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=14 -2 -3 18 -5 -6 7 -7 -8 10 11 -10 13 -13 -1 26 17 -17 -4 20 -18 -21 -23 -14 -25 -26 -11 -22 29 -29 right_child=1 2 3 4 5 6 8 -9 9 15 -12 12 23 -15 -16 16 19 -19 -20 21 27 22 -24 24 25 -27 -28 28 -30 -31 leaf_parent=14 1 2 18 4 5 7 8 7 11 26 10 13 23 13 14 17 20 17 18 21 27 22 22 24 25 25 26 29 28 29 leaf_value=0.0132695 -0.035228 -0.0170839 0.038676 0.0321635 0.0355736 0.039947 -0.0566687 -0.012114 0.0565901 -0.0291269 -0.0190762 0.0448474 0.00899614 -0.0140108 -0.0229037 -0.00820805 -0.0387023 0.0644994 -0.0239408 -0.00568982 0.0269174 0.0482447 0.00593058 -0.0470376 0.0205233 -0.00427034 0.000507683 0.0194122 0.000674477 -0.0325029 leaf_count=337 1113 1362 304 140 108 256 112 223 112 462 4673 265 717 277 2281 125 170 187 184 1227 273 125 7777 153 221 10273 353 111 4469 616 internal_value=0 0.0152355 0.0172543 0.0213529 0.0183588 0.0157677 0.0134135 0.206453 0.00931075 0.0106082 -0.0275709 -0.00514494 -0.0102936 0.262398 -0.166243 0.0300355 0.0364122 0.297533 0.289453 0.0324932 -0.0131583 0.0521444 0.0650193 -0.0202549 -0.0380835 -0.0318857 -0.131157 -0.00400344 -0.0144174 -0.208331 internal_count=39006 36388 35275 33913 33425 33285 33177 479 32698 32586 16691 12018 11906 542 2618 15895 15080 312 488 14768 5639 9129 7902 11364 10647 10494 815 5469 5196 727 Tree=696 num_leaves=31 split_feature=8 8 23 66 41 0 8 59 81 57 25 70 7 78 0 27 61 91 52 47 84 37 82 7 66 23 47 34 13 59 split_gain=7.35055 5.96521 5.47662 5.31039 5.38494 5.32289 5.2054 4.81251 5.09492 4.73929 4.38618 6.14855 5.00531 5.95888 4.85056 4.72764 4.74929 4.36408 4.19133 4.78123 4.37239 3.90723 3.80096 3.7936 3.33823 4.7314 4.3318 4.03152 3.2414 3.1939 threshold=1 3 4 7 4 6 2 3 1 1 0 2 0 2 1 1 0 1 1 4 0 0 1 1 1 0 0 0 3 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 11 -11 13 -13 -15 16 -16 21 19 -19 -21 -17 -12 -14 25 26 -24 -26 -20 -30 right_child=1 2 3 4 5 6 7 8 9 10 22 12 23 14 15 17 -18 18 28 20 -22 -23 24 -25 27 -27 -28 -29 29 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 11 22 13 23 14 16 21 16 19 28 20 20 21 26 23 27 25 26 27 29 29 leaf_value=-0.0218269 -0.0576112 -0.0263289 -0.0530778 0.0463297 0.0674131 -0.0342308 0.0585764 -0.0406884 -0.025279 -0.0538277 -0.0400948 0.0520447 -0.00290602 -0.0188982 0.0910345 0.0263564 0.00859238 0.0733936 0.0199088 0.000586493 0.0362177 -0.0162053 0.0408071 -0.0293575 0.0166854 0.0657439 -0.0350837 -0.0108549 0.0481882 -0.00341778 leaf_count=3500 432 2127 773 409 100 1026 264 1333 1656 599 369 260 3113 1624 231 1189 304 104 593 1068 414 298 157 2330 1977 535 111 1622 162 10327 internal_value=0 0.0109918 0.0153361 0.0238024 0.0280522 0.0225191 0.0188194 0.0253848 0.0214021 0.0269581 0.0349733 0.0126448 0.0193448 0.0431142 0.0341196 0.0500798 0.454463 0.0408836 0.0181219 0.158252 0.111674 0.195128 0.130573 -0.108609 0.148954 0.365571 0.0946008 0.107973 -0.00949143 -0.0266656 internal_count=39006 35506 35074 32947 32174 31765 31665 30639 30375 29042 27387 22616 22017 16574 16314 14690 535 14155 12668 1586 1482 1487 4771 5443 4402 803 268 3599 11082 10489 Tree=697 num_leaves=31 split_feature=33 75 13 74 85 7 33 33 33 66 70 56 47 39 53 53 74 91 85 23 15 61 14 23 7 7 91 47 88 47 split_gain=14.7257 3.66828 3.02682 2.45607 2.57129 2.00242 1.99442 1.85044 1.71241 1.70834 1.58682 1.22517 1.1554 1.15536 1.2267 1.14736 1.04256 0.970501 0.946572 0.847644 0.741366 0.628605 0.511174 0.398397 0.514164 0.290722 0.277992 0.274528 0.0771203 0.0689628 threshold=0 0 2 0 0 1 2 3 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=13 2 -2 4 6 -6 29 -8 12 -7 -3 -10 -9 14 16 23 18 25 19 -1 27 -17 -11 -13 26 -12 -25 -5 -15 -4 right_child=1 10 3 20 5 9 7 8 11 22 17 15 -14 28 -16 21 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=19 2 10 29 27 5 9 7 12 11 22 25 23 12 28 14 21 16 17 18 19 20 21 22 26 24 25 26 27 28 29 leaf_value=0.0112395 0.0447948 0.00607121 -0.0216744 -0.0233098 0.0158541 0.00421502 -0.00983375 -0.0185361 -0.00741897 -0.0543011 -0.0339563 0.0552021 0.0190034 -0.0501699 -0.0502211 -7.32402e-05 -0.0502253 -0.00906789 -0.0370759 -0.0204967 -0.0450282 0.0254215 -0.0252193 0.0348177 0.0208482 -0.0551398 0.0549945 -0.00124181 -0.0406796 -0.0104516 leaf_count=1327 511 375 277 293 343 412 173 1096 101 615 761 251 829 11052 6554 138 2339 416 2521 2349 744 187 315 336 339 677 206 329 2924 216 internal_value=0 0.0132875 0.0555658 0.0294531 0.0639814 -0.129734 0.118347 0.155306 0.198569 -0.259558 -0.238144 0.257783 -0.00217435 -0.372816 -0.297586 0.290959 -0.224902 -0.345035 -0.163139 -0.0715461 -0.227362 0.167092 -0.413043 0.382546 0.342116 -0.44932 0.424074 -0.126048 -0.483785 -0.164709 internal_count=39006 9940 7711 7200 5834 1685 4149 3656 3483 1342 2229 1558 1925 29066 15090 1457 8536 1854 6197 3676 1366 325 930 1132 881 1438 542 622 13976 493 Tree=698 num_leaves=31 split_feature=56 59 10 71 71 71 92 75 91 27 7 59 37 66 66 10 4 42 34 17 35 19 8 32 63 86 56 22 66 79 split_gain=8.03334 7.70364 7.53098 7.08883 11.6131 8.30074 7.33791 6.4325 6.27509 7.1669 5.58249 5.30537 5.13813 5.0584 5.44095 6.59043 5.07456 4.99944 4.22936 4.19936 4.86029 4.16381 5.6812 5.80357 4.03751 3.85649 4.15753 4.33511 3.88473 3.85525 threshold=5 10 7 0 1 2 1 1 1 1 0 8 0 5 6 0 1 2 0 1 1 0 1 1 0 1 3 2 9 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 6 19 7 12 -6 10 -10 -8 -11 -4 -13 18 17 -17 -16 -15 20 -5 -21 -23 -24 -22 -19 -27 -28 -29 -18 right_child=1 2 3 4 5 -7 8 -9 9 11 -12 13 -14 14 15 16 29 25 -20 21 24 22 23 -25 -26 26 27 28 -30 -31 leaf_parent=0 1 2 12 20 7 5 10 7 9 11 10 13 12 18 17 16 29 25 18 21 24 22 23 23 24 26 27 28 28 29 leaf_value=0.0534986 0.0435794 0.0391134 0.039325 -0.0258574 0.0379436 -0.0419482 0.0220211 -0.017242 0.0188313 0.0456633 -0.00703471 0.018949 0.000726929 0.0295614 -0.0575212 -0.0345255 -0.00372206 0.00608412 -0.0255604 -0.0124477 0.00982026 0.0560103 0.0389848 -0.0106992 0.0548451 0.0342933 0.0505773 0.0270026 -0.0166045 0.0143047 leaf_count=168 216 738 640 173 201 3201 2354 1703 1336 173 984 926 424 782 379 232 2428 1361 111 3466 550 151 266 867 372 122 100 252 12443 1887 internal_value=0 0.00444554 -0.00124561 -0.00744244 -0.0888825 -0.241587 0.0211049 -0.0889336 0.00622849 -0.0167718 0.1353 -0.0362504 0.239583 -0.04282 -0.0562867 -0.0709799 0.0201439 -0.121173 0.186011 0.00721293 0.189612 -0.0401857 0.0879401 0.00929284 0.297852 -0.109322 -0.13435 -0.145385 -0.154014 0.0472797 internal_count=39006 38838 38622 37884 10950 5105 26934 1904 25870 22532 3338 21196 1064 21023 20097 19204 4547 14657 893 5845 1095 4750 1284 1133 922 14278 12917 12795 12695 4315 Tree=699 num_leaves=31 split_feature=49 92 42 22 22 4 21 66 85 16 22 35 70 14 35 7 10 38 17 10 34 17 37 57 65 44 0 26 66 33 split_gain=5.71842 5.03185 4.57317 4.78132 4.59019 4.59208 4.43463 3.9504 3.88656 3.96718 4.10139 4.24692 6.74425 4.69611 4.65658 4.43865 3.94762 5.73237 4.39488 5.09746 3.91931 4.42038 3.85517 3.84612 3.88834 3.83852 3.56854 3.45243 3.30389 3.24518 threshold=5 1 5 1 3 1 1 1 6 5 4 0 2 0 1 1 1 1 0 2 1 0 0 1 3 1 1 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 6 -3 -4 -5 -6 -2 -8 -7 -10 -11 12 15 16 29 -12 -14 28 19 -19 21 -16 -17 -15 -25 -20 -21 -28 -18 -13 right_child=1 2 3 4 5 8 7 -9 9 10 11 14 13 23 20 22 17 18 25 26 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_parent=0 6 2 3 4 5 8 7 7 9 10 15 29 16 23 21 22 28 19 25 26 20 21 22 24 24 25 27 27 28 29 leaf_value=0.0345979 -0.0159469 0.0353748 0.0119872 0.032567 -0.0270897 0.0275756 0.0667237 0.0174086 0.0462789 0.0391743 0.0862184 0.0428919 0.013367 0.0276326 0.0587001 -0.00793016 0.074117 0.0451118 0.0270293 -0.0295028 -0.0300894 -0.0245167 0.0464192 0.0436777 -0.0176352 -0.0245086 -0.044919 0.000246429 0.015113 -0.00683666 leaf_count=144 392 157 1447 218 1290 311 190 1049 119 103 112 165 1496 338 159 313 157 227 138 937 3449 229 147 124 7543 3359 485 9426 744 4038 internal_value=0 -0.00295725 -0.0147597 -0.0198719 -0.034162 -0.0400347 0.160868 0.240027 -0.0307281 -0.0369005 -0.0408427 -0.0455877 -0.0204236 -0.0343123 -0.130977 0.297665 -0.00142418 -0.0281319 -0.0510696 -0.015087 -0.246032 0.11585 0.174554 -0.131932 -0.15749 -0.195983 -0.0312809 -0.0105459 0.245439 -0.0410148 internal_count=39006 38862 37231 37074 35627 35409 1631 1239 34119 33808 33689 33586 25546 24974 8040 572 16969 15473 14572 11075 3837 388 460 8005 7667 3497 10848 9911 901 4203 Tree=700 num_leaves=31 split_feature=42 68 57 46 46 89 89 1 1 77 89 14 43 41 66 85 15 14 14 16 74 23 63 51 74 72 58 46 68 31 split_gain=9.61657 9.58913 9.68611 8.68088 8.44816 8.37759 8.28267 8.54348 7.44113 7.49663 8.26869 8.32385 6.84032 10.276 6.88692 6.52131 6.24512 5.60771 8.62329 5.55218 5.45753 5.36744 5.1212 4.52872 4.47407 4.43358 4.38978 4.32262 4.18586 3.90595 threshold=3 5 8 5 4 6 5 4 3 2 2 0 0 0 1 0 0 1 2 2 0 4 0 1 1 1 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 29 12 15 14 -14 19 20 23 28 -12 -17 22 -21 -13 -22 -16 -23 -25 -19 -11 right_child=1 2 3 4 5 6 7 8 9 10 11 17 13 -15 25 16 -18 18 -20 21 24 26 -24 27 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 29 19 23 14 13 25 20 16 28 18 22 24 26 22 27 24 25 26 27 28 29 leaf_value=-0.0449927 0.0521879 0.0655858 0.0491887 0.0412239 0.0438528 0.0475076 0.0408034 0.0310069 0.017687 0.0315716 -0.0280634 0.0354803 -0.0174178 -0.00912104 -0.0068156 -0.0179185 -0.0301909 0.0433855 -0.0415776 0.0390273 -0.0144358 -0.0270914 -0.00829738 0.0248732 0.0207219 0.0218699 -0.00115153 -0.014418 -0.012797 0.00293607 leaf_count=461 125 107 119 150 175 136 179 314 578 401 397 312 587 3141 359 4498 2581 125 3954 426 448 435 237 178 353 2509 9276 4257 1834 354 internal_value=0 0.0104038 0.00585227 0.00220238 -0.00216405 -0.00723016 -0.0119577 -0.0162808 -0.0214447 -0.0272714 -0.0369717 -0.0482705 -0.0260587 0.0498042 0.136724 -0.0577444 -0.151051 -0.15775 -0.26739 -0.0229255 -0.0751608 -0.00818704 0.216804 -0.0691603 0.0694001 0.179432 -0.0254403 -0.102612 -0.0421571 0.165526 internal_count=39006 38545 38420 38313 38194 38044 37869 37733 37554 37240 36662 35907 25247 6596 3455 18651 7880 10660 5913 10771 5299 10374 663 4747 801 2868 9711 4435 1959 755 Tree=701 num_leaves=31 split_feature=14 14 14 70 52 22 52 74 61 61 38 61 84 66 58 13 45 21 0 37 39 46 61 61 61 69 47 63 47 31 split_gain=7.92034 11.1534 7.73266 6.66455 6.91875 5.90261 5.43782 5.09844 4.83252 5.80513 4.80175 4.57358 4.56876 5.14592 4.92192 4.69307 3.80149 3.86072 3.71642 4.56121 3.67809 3.59415 3.54511 4.79183 3.94944 3.36659 3.60829 3.09615 2.97956 3.82794 threshold=0 1 2 4 3 2 4 5 0 1 1 2 0 10 1 0 1 3 2 0 0 1 3 4 5 0 0 0 3 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 -2 27 -1 -5 -6 -7 -8 12 16 -11 -12 13 -9 -15 18 -10 -18 -16 28 -17 -19 25 -24 -25 -13 -27 -3 -20 -30 right_child=1 2 -4 4 5 6 7 8 9 10 11 22 -14 14 15 20 17 21 19 -21 -22 -23 23 24 -26 26 -28 -29 29 -31 leaf_parent=3 1 27 2 4 5 6 7 13 16 10 11 25 12 14 18 20 17 21 28 19 20 21 23 24 24 26 26 27 29 29 leaf_value=-0.0502131 0.00173967 0.0107037 -0.0403139 0.0466302 -0.0443234 0.0506097 0.0501954 0.0504633 -0.0398611 -0.0106811 0.00100041 0.0170762 -0.0241538 0.0305922 0.05255 -0.0078478 -0.053686 -0.0397431 0.0282193 -0.0314831 -0.0398488 0.0029854 0.00363233 0.00720451 0.032912 -0.0503545 0.00162293 -0.0238228 -0.0496248 0.00137657 leaf_count=184 5096 1061 4126 202 385 111 139 146 453 552 2159 492 2022 574 135 1631 266 246 340 1420 3405 4223 591 343 930 219 298 1087 194 5976 internal_value=0 -0.0985035 -0.257594 0.030215 0.0357071 0.0285854 0.034222 0.0289679 0.0239985 0.0599884 0.102615 0.126618 -0.0385542 -0.00984424 -0.0244071 -0.0467151 -0.0399573 -0.0139398 0.00256272 -0.0124732 -0.198931 0.00549733 0.172383 0.215717 0.273267 0.0394579 -0.129991 -0.0491991 0.0203609 -0.00709696 internal_count=39006 11370 6274 27636 27452 27250 26865 26754 26615 10772 5584 5032 15843 13821 13675 13101 5188 4735 8065 7930 5036 4469 2873 1864 1273 1009 517 2148 6510 6170 Tree=702 num_leaves=31 split_feature=87 80 39 73 55 6 57 65 79 47 53 84 59 76 61 61 53 35 16 89 37 84 36 86 24 61 24 80 25 13 split_gain=7.68772 5.85634 5.23358 5.06179 4.36069 4.60535 4.42372 4.27373 4.99124 4.20846 3.95391 4.74484 3.89586 3.67856 4.23541 4.39896 4.7379 3.48618 3.71935 3.21933 3.65144 6.16621 3.24587 4.06374 4.1466 4.05175 3.56917 3.13342 2.7217 3.61223 threshold=3 3 0 2 1 3 1 0 0 0 2 1 0 1 2 1 1 5 4 2 2 0 1 1 1 0 0 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 -3 12 -6 -7 10 9 -9 -4 -12 -5 -11 -15 -16 -17 -8 -19 -20 21 -21 -22 24 25 -24 -25 -13 -28 -30 right_child=1 2 7 4 5 6 17 8 -10 13 11 27 -14 14 15 16 -18 18 19 20 22 -23 23 26 -26 -27 28 -29 29 -31 leaf_parent=0 1 3 10 12 5 6 17 9 8 13 11 27 12 14 15 16 16 18 19 21 22 21 25 26 24 25 28 27 29 29 leaf_value=-0.0522871 0.0597362 -0.030191 0.0202453 -0.0393472 0.0529494 -0.0205026 0.0426963 -0.0144896 -0.0275844 0.0773064 0.0145092 0.0272845 0.0114132 -0.0390693 -0.0136023 0.0820608 0.0203518 0.0371159 -0.0322785 0.0539824 0.0144559 -0.027057 0.0177553 0.00263556 0.00812375 0.0954536 0.0273038 -0.0294254 0.041912 -0.0188659 leaf_count=1198 105 832 938 913 144 1200 146 1495 1480 138 1256 188 493 268 386 269 884 154 370 507 1711 179 225 6971 1160 157 358 10301 299 4283 internal_value=0 0.00482189 -0.000341939 0.0303662 0.0411395 0.0537937 0.0463696 -0.0901628 0.0155596 0.0957867 -0.173783 -0.212716 -0.210469 0.200235 0.145228 0.219424 0.351697 0.0600743 0.0522705 0.0424877 0.0501068 0.321067 0.0382141 0.0100956 0.165292 0.51515 -0.0204049 -0.266927 -0.126789 -0.157861 internal_count=39006 37808 37703 20100 19268 17862 17718 17603 4920 3440 12683 11745 1406 1945 1807 1539 1153 16519 16373 16219 15849 686 15163 13453 1542 382 11911 10489 4940 4582 Tree=703 num_leaves=31 split_feature=46 1 58 12 6 14 85 24 26 47 89 0 39 52 66 39 39 31 50 13 13 71 54 47 66 71 42 25 85 31 split_gain=6.57027 5.73677 5.5716 5.34427 5.21506 5.04693 6.76931 8.89195 8.14173 7.85095 6.75127 5.55808 5.45847 5.41751 5.0414 5.97367 4.93571 7.6822 4.4691 4.13851 4.18739 4.78272 5.90024 5.73248 5.15687 6.04703 4.80289 4.48533 4.38012 6.72273 threshold=2 2 4 4 2 0 0 0 1 0 1 3 3 2 0 5 1 1 1 9 5 0 1 2 0 1 1 1 1 7 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 6 7 8 -6 14 -11 -7 -12 -14 15 -8 -9 -18 -13 -20 -21 22 -22 -23 -25 -26 -27 -28 -24 -30 right_child=1 2 3 4 5 11 9 16 -10 10 12 18 13 -15 -16 -17 17 -19 19 20 21 23 28 24 25 26 27 -29 29 -31 leaf_parent=0 1 2 3 4 8 11 15 16 8 10 12 18 13 13 14 15 17 17 19 20 22 23 28 24 25 26 27 27 29 29 leaf_value=-0.0397321 -0.0428527 -0.0481543 -0.0490128 -0.0397106 0.0564218 -0.0452697 0.0337578 -0.0167985 -0.0232319 -0.0226432 0.0244334 -0.0500666 -0.0255221 0.00633859 -0.0158561 -0.00293119 -0.03444 0.00423118 0.0326947 0.0235612 -0.0277272 -0.0127361 -0.00975269 0.00308469 0.000873666 -0.00619775 0.0511027 0.020203 0.0280422 0.00128961 leaf_count=523 753 152 217 511 652 149 112 1040 9493 376 516 145 232 5446 1306 2337 568 3790 134 299 401 424 832 2011 793 181 146 1444 253 3770 internal_value=0 0.00491267 0.00660117 0.00806294 0.00944091 0.0110932 -0.0118976 -0.0713437 -0.203477 0.0147561 0.0569332 0.0394842 0.0704088 0.0518138 -0.0483486 -0.00963933 -0.0204615 0.0145771 0.0427483 0.0451412 0.0408495 0.0344706 -0.00538601 0.0712391 0.0882426 0.145701 0.202202 0.235065 0.00847133 0.0362029 internal_count=39006 38483 37730 37578 37361 36850 25868 15543 10145 10325 6570 10982 6194 5678 3755 2449 5398 4358 10833 10688 10554 10255 5256 4999 4575 2564 1771 1590 4855 4023 Tree=704 num_leaves=31 split_feature=31 0 56 23 86 42 0 42 32 41 47 55 56 53 31 26 47 55 31 47 31 39 39 14 36 23 0 36 85 69 split_gain=5.83794 5.74057 5.68825 4.76967 4.94129 4.63318 4.51478 4.51036 7.62787 4.67235 4.6485 4.6259 5.14973 4.96584 4.93821 4.64745 10.6455 4.73985 4.16102 7.86979 7.73897 6.87865 6.3188 6.28537 5.83214 5.26659 5.42321 5.2478 5.23388 6.17063 threshold=3 4 2 8 2 6 7 1 0 0 8 1 1 3 1 1 2 3 0 3 2 0 1 0 2 0 1 2 3 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 8 9 -8 -9 13 -13 -12 -14 16 -16 -17 19 -19 -20 23 -23 28 -22 -26 -27 -24 -21 -30 right_child=1 2 3 4 5 6 7 10 -10 -11 11 12 14 -15 15 17 -18 18 20 21 24 22 27 -25 25 26 -28 -29 29 -31 leaf_parent=0 1 2 3 4 5 6 9 10 8 9 13 12 14 13 16 17 16 19 20 28 24 22 27 23 25 26 26 27 29 29 leaf_value=-0.0217225 -0.0353853 -0.0392069 0.0276422 -0.0166503 0.0360252 -0.0573822 0.00340681 0.0264331 0.0191255 -0.0285721 -0.0375979 -0.0203216 -0.0114012 0.0144943 0.0976935 0.0408794 0.00922817 -0.026377 -0.0169508 0.0147289 -0.0481052 -0.00649559 0.0400493 0.000185044 -0.019679 0.040698 0.0109545 0.00428161 0.0482057 -0.0245988 leaf_count=1275 322 1144 549 1201 110 112 1429 309 1310 455 150 2377 3300 1987 103 121 750 1159 1486 159 111 3115 136 1785 159 277 1871 5922 130 5692 internal_value=0 0.0107972 0.0132961 0.0155388 0.0126006 0.0170843 0.0148352 0.0161212 0.0858307 -0.00428111 0.00524857 0.0017633 -0.00628302 0.114942 -0.000769124 0.00868337 0.182148 0.0023911 -0.000447371 -0.0165707 0.0628003 -0.00677957 0.0200231 -0.088836 0.102991 0.117122 0.14144 0.0515632 -0.17884 -0.220364 internal_count=39006 37731 37409 36265 35716 34515 34405 34293 3194 1884 31099 30790 28653 2137 26276 22976 853 22123 22002 18098 3904 16939 9173 7766 2418 2307 2148 6058 5981 5822 Tree=705 num_leaves=31 split_feature=10 66 41 2 87 0 42 11 41 39 74 71 24 35 24 15 39 61 85 40 59 37 55 19 32 71 64 34 35 58 split_gain=5.61246 5.33423 5.17024 4.77621 4.77948 4.43198 4.43168 4.16277 3.9576 3.89565 5.81063 4.4884 4.22627 5.5703 4.56294 4.46161 4.82371 3.96691 4.12116 3.23232 3.1865 5.09565 3.3475 3.22291 3.69759 4.76092 3.17841 3.10659 3.9053 2.93144 threshold=0 7 0 0 4 1 2 1 1 0 0 4 0 0 1 2 4 0 1 1 0 0 1 1 0 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 3 4 -3 -6 -4 -7 20 10 17 -11 -13 14 -14 -16 -17 18 -9 -15 21 23 -22 -8 25 -25 -26 28 -2 -20 right_child=27 2 6 -5 5 7 8 9 -10 11 -12 12 13 19 15 16 -18 -19 29 -21 22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_parent=1 28 4 6 3 5 7 23 18 8 11 10 12 14 19 15 16 16 17 29 19 22 21 22 25 26 25 26 27 28 29 leaf_value=-0.052923 -8.71597e-05 0.0285528 0.0471797 -0.0254926 -0.0236277 -0.0251488 0.0343108 -0.0210715 0.0169236 0.0615064 -0.0401583 -0.0115885 -0.0128277 0.0749407 -0.037204 0.0453106 0.00759126 -0.028839 -0.0404361 0.0223426 0.0490885 -0.0268896 0.00638094 -0.00190797 0.0309396 0.0440082 -0.021736 -0.033645 -0.0329101 0.00975561 leaf_count=785 4368 411 189 1599 1807 1042 222 725 2933 140 2085 1877 1579 137 250 289 2948 1507 167 888 116 730 907 740 113 198 766 4519 1694 3275 internal_value=0 0.0133546 0.0177878 -0.0153406 -0.00204585 -0.0137447 0.0887394 0.000844629 0.0722151 0.0137217 -0.0649895 0.0543255 0.0443711 0.0777496 0.0382749 0.0878365 0.11061 -0.0233726 0.0171743 0.29355 0.0114397 -0.0385418 0.165929 0.0324042 -0.0111098 0.117445 -0.148667 -0.142021 -0.0804978 0.0736555 internal_count=39006 28425 27640 20726 19127 18716 6914 16909 6725 15867 7759 8108 7968 6091 5066 3487 3237 5674 4167 1025 3792 2769 1023 2039 1817 938 879 10581 6062 3442 Tree=706 num_leaves=31 split_feature=33 10 12 56 3 13 24 42 33 33 33 33 24 7 39 35 69 32 66 69 13 15 61 13 7 53 23 47 24 47 split_gain=15.9165 3.77533 3.08206 2.82036 2.63932 2.68719 3.03978 2.37709 1.60883 2.35656 1.24183 1.51201 1.00265 1.00216 0.985474 0.785836 0.781499 0.735013 0.645421 0.626021 0.658817 0.585806 0.418177 0.495559 0.315131 0.248694 0.171828 0.170228 0.174089 0.110799 threshold=0 0 1 1 0 2 0 1 1 2 1 2 1 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=19 2 13 17 5 -5 7 -7 -8 -10 29 -12 -11 -2 -6 21 18 -4 -3 20 -1 24 23 27 -13 -23 -26 -22 -29 -9 right_child=1 16 3 4 14 6 8 10 9 12 11 15 -14 -15 -16 -17 -18 -19 -20 -21 22 25 -24 -25 26 -27 -28 28 -30 -31 leaf_parent=20 13 18 17 5 14 7 8 29 9 12 11 24 12 13 14 15 16 17 18 19 27 25 22 23 26 25 26 28 28 29 leaf_value=-0.014811 -0.00674335 0.00204743 -0.0373235 0.0594239 -0.0407413 -0.0247658 -0.0321456 -0.00159837 -0.0371691 0.0271409 -0.00122415 0.0561048 -0.00702588 -0.0475294 -0.001395 0.0119925 -0.0475077 -0.0037054 -0.0282474 -0.050157 -0.0191829 0.0168045 -0.0502643 -0.0501587 0.0479019 0.0371669 0.0338864 -0.0272879 -0.0421689 0.0118997 leaf_count=2443 369 621 344 310 397 160 1605 325 382 194 141 304 100 348 464 169 1232 243 982 10039 2023 149 4856 3831 233 102 363 3894 2033 350 internal_value=0 0.0177202 0.0580672 0.0886782 0.122219 0.158302 0.129992 0.21375 -0.0475128 0.0420842 0.250837 0.298398 0.15739 -0.283907 -0.177634 0.345121 -0.259747 -0.22249 -0.174975 -0.390351 -0.348153 0.383655 -0.382211 -0.340189 0.442868 0.255712 0.392424 -0.290065 -0.327139 0.0477688 internal_count=39006 9887 7052 6335 5748 4887 4577 2296 2281 676 2136 1461 294 717 861 1320 2835 587 1603 29119 19080 1151 16637 11781 900 251 596 7950 5927 675 Tree=707 num_leaves=31 split_feature=89 59 10 56 10 10 56 56 15 0 59 61 61 21 16 24 13 13 19 66 3 79 13 61 70 74 47 84 85 79 split_gain=8.96406 7.4392 6.98052 6.85039 6.94959 6.75597 6.59861 6.83854 6.34373 6.29348 6.21503 6.30305 8.35904 8.34124 7.52113 5.76543 5.53371 10.7186 5.52814 5.48942 5.04041 4.80472 4.32124 4.14472 4.12825 4.06277 3.79998 3.72534 4.09243 4.01994 threshold=8 12 9 3 8 7 2 5 8 7 8 0 1 0 1 1 0 1 1 10 0 0 2 2 1 0 3 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 13 14 16 -13 -15 27 24 26 -20 -16 -22 -19 -21 -18 -26 -14 28 -12 -30 right_child=1 2 3 4 5 6 7 8 9 10 11 12 18 15 20 -17 17 22 19 23 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 10 28 14 26 15 20 15 24 22 19 23 21 21 22 23 25 25 26 27 29 29 leaf_value=-0.0816042 0.0423451 0.0442314 0.0281205 0.0395501 0.0364931 0.0163592 0.0490075 -0.0522497 0.0577224 0.0393612 0.0217918 0.0284529 0.0530359 0.0302206 -0.01215 0.00484196 0.0513127 -0.00966753 0.0478294 -0.0123939 -0.00813194 0.0291686 -0.0485237 -0.030441 -0.0134259 0.0330701 -0.00384367 -0.018339 -0.00544364 0.0168246 leaf_count=100 666 598 492 680 733 1053 137 314 119 256 1243 656 115 789 4378 2965 176 1029 133 2646 552 681 4086 3954 1421 312 1105 1487 5229 901 internal_value=0 0.0128241 0.0070408 0.00184927 -0.00618369 -0.0120142 -0.0181419 -0.0307575 -0.0356362 -0.0307494 -0.0346707 -0.0402033 -0.0941513 0.00491661 -0.000331806 0.114982 -0.0488277 -0.17293 -0.169699 -0.213396 -0.0505218 0.108255 -0.367616 -0.228285 0.0384084 -0.0312098 0.0239525 -0.00176487 0.0280935 -0.00844976 internal_count=39006 38906 38240 37642 37150 36470 35737 34684 34547 34233 34114 33858 14220 19638 6267 3754 15884 7024 7953 6733 5611 1233 5115 6600 1909 1733 1220 8860 7373 6130 Tree=708 num_leaves=31 split_feature=16 86 32 69 35 83 32 57 68 86 44 82 15 42 59 38 31 23 52 85 70 75 85 31 57 10 91 70 13 31 split_gain=5.1366 4.46585 5.3403 4.72544 4.59731 4.59067 4.52367 4.21397 4.13609 3.92791 4.16605 3.65735 4.15772 3.49802 3.15202 4.27715 4.48471 3.96037 3.36755 3.33107 3.1475 3.50029 3.0953 6.39213 4.54896 4.42484 3.56749 3.54775 3.45653 3.0046 threshold=5 2 0 0 2 1 1 3 2 4 2 1 0 2 1 1 1 7 2 1 1 1 0 3 1 1 0 1 2 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 4 5 29 -2 -3 -5 -7 11 -10 -11 -9 -13 -12 -15 16 -16 -17 -19 -18 -21 -22 23 -20 -24 -25 27 -27 -29 -4 right_child=1 2 3 6 -6 7 -8 8 9 10 13 12 -14 14 15 17 19 18 22 20 21 -23 24 25 -26 26 -28 28 -30 -31 leaf_parent=0 4 5 29 6 4 7 6 11 9 10 13 12 12 14 16 17 19 18 23 20 21 21 24 25 24 27 26 28 28 29 leaf_value=0.0439974 -0.0393856 -0.0454163 0.0299503 0.00703383 0.0210661 -0.0394302 -0.0143433 -0.0206892 0.0429068 0.0337176 0.0210292 0.00969982 0.0726988 -0.0121239 0.0620219 0.039439 -0.0204761 -0.0352314 0.0360966 -0.0259551 0.0738281 0.0174966 0.0374309 0.0120822 0.00187913 0.01366 -0.0418975 0.0299769 -0.0164871 -0.0208526 leaf_count=165 161 388 137 2724 1215 262 2904 110 141 194 636 209 171 2765 209 325 267 382 315 110 116 656 304 941 6152 682 2123 278 6446 7518 internal_value=0 -0.00551378 -0.0160309 -0.0900858 0.157725 0.0134773 -0.0202886 0.0190949 0.0249981 0.0161291 0.010361 0.298929 0.434354 0.00252285 -0.00807757 0.010355 0.182591 -0.00875499 -0.0171535 0.103629 0.201875 0.283684 -0.00838467 -0.0627779 0.0425782 -0.0907062 -0.131987 -0.102668 -0.141213 -0.187315 internal_count=39006 38841 37465 13283 1376 24182 5628 23794 23532 23042 22901 490 380 22707 22071 19306 1358 17948 17623 1149 882 772 17241 10785 6456 10470 9529 7406 6724 7655 Tree=709 num_leaves=31 split_feature=89 46 68 82 36 14 18 67 57 67 67 40 89 18 10 56 89 39 70 23 33 24 16 47 85 84 68 46 91 56 split_gain=9.05587 9.30665 9.55512 8.9095 8.31817 9.51161 7.49911 6.291 6.29882 6.05425 6.09031 5.7623 5.58798 6.27918 5.77003 5.54919 5.13889 5.07862 5.78292 6.78882 5.7113 4.60289 4.58808 4.50136 3.98935 6.0841 3.97283 3.76381 3.60762 3.46223 threshold=5 2 5 2 2 0 3 4 5 3 2 3 4 2 2 2 3 0 2 0 1 1 3 5 0 0 3 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 6 -6 -8 -9 -10 29 21 -13 -14 -15 -7 -16 22 -19 -20 -21 -12 -18 -24 25 27 -25 -17 -29 -11 right_child=1 2 3 4 5 15 7 8 9 10 11 12 13 14 16 24 17 18 19 20 -22 -23 23 26 -26 -27 -28 28 -30 -31 leaf_parent=0 1 2 3 4 6 15 7 8 9 29 21 12 13 14 16 27 22 18 19 20 20 21 23 26 24 25 26 28 28 29 leaf_value=0.0477455 0.0242634 0.0531597 0.0200185 0.0173357 0.0472872 0.0351926 0.0300202 0.0458083 0.028012 -0.0205385 0.0695846 0.0302692 0.0254687 0.0142269 0.0230987 0.036876 -0.0415529 0.0218213 -0.0339682 0.0112645 -0.016814 0.000405605 -0.0377111 0.0332191 -0.028053 -0.0306767 -0.004442 0.0459555 -0.00903747 0.024351 leaf_count=162 524 113 777 1207 131 152 220 149 265 106 101 170 296 651 208 122 187 185 4647 708 4474 162 301 107 4816 2007 11785 164 3549 560 internal_value=0 -0.000400052 -0.00978833 -0.0142825 -0.0249485 -0.0362539 -0.0127653 -0.0180601 -0.0249118 -0.0295296 -0.0365189 -0.0471022 -0.0528656 -0.0589901 -0.0669255 -0.151617 -0.078136 -0.0852547 -0.156579 -0.178794 -0.114441 0.336759 -0.0540611 -0.0460687 -0.170176 -0.107052 -0.0373173 -0.0234291 -0.0608026 0.173838 internal_count=39006 38844 38320 38207 37430 36223 25413 25282 25062 24913 24648 23982 23719 23549 23253 10810 22602 22394 10014 9829 5182 263 12380 12193 10658 5842 11892 3835 3713 666 Tree=710 num_leaves=31 split_feature=58 0 14 14 14 70 12 58 16 37 70 58 40 13 76 65 28 59 35 52 31 18 35 84 90 13 13 31 23 67 split_gain=7.08054 6.81289 6.60193 7.99894 6.7902 6.22464 5.8314 4.91804 5.18893 6.8372 5.26584 5.16395 4.52552 6.05989 4.72639 4.13538 4.13303 4.07079 4.66101 3.71232 3.34476 3.34333 3.29772 3.25519 3.14981 3.25194 5.18486 3.03277 2.89556 2.93236 threshold=4 4 0 1 2 4 1 2 1 0 3 3 2 0 1 0 2 1 0 2 0 1 0 0 1 1 2 0 2 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 20 5 22 27 -3 17 15 9 -9 -10 -12 -13 16 -15 -8 -14 18 -7 -18 -2 -21 -4 -19 -16 -26 -27 -5 -23 -30 right_child=1 2 3 4 -6 6 7 8 10 -11 11 12 13 14 24 -17 19 23 -20 21 -22 28 -24 -25 25 26 -28 -29 29 -31 leaf_parent=0 20 5 22 27 4 18 15 9 10 9 11 12 16 14 24 15 19 23 18 21 20 28 22 23 25 26 26 27 29 29 leaf_value=0.0415669 0.00898614 -0.0516194 -0.0108734 0.00944038 -0.038686 0.0611633 0.0511896 0.0189778 -0.0420237 -0.0173656 0.0377404 0.0154535 0.0328218 0.0294548 0.0128098 -0.00285426 0.0312271 0.0023491 0.00891761 -0.0330518 0.0591879 0.0111324 0.00902803 0.0300311 -0.0104526 -0.00728791 -0.041078 -0.0261696 0.0253575 -0.00641688 leaf_count=166 184 182 3773 1365 4119 361 184 1510 241 799 123 608 209 266 267 148 252 2120 193 629 135 1472 1255 409 2512 1186 4580 705 238 8815 internal_value=0 -0.00940523 -0.016179 -0.111334 -0.248649 0.00876377 0.014144 -0.00769429 -0.0169445 0.105421 -0.0405884 -0.0313604 -0.0399696 -0.0561595 -0.15453 0.279499 -0.00972641 0.136547 0.353947 -0.023296 0.345404 -0.0360635 -0.0104995 0.0798543 -0.179269 -0.204685 -0.291866 -0.0477974 -0.022461 -0.0495876 internal_count=39006 38840 38521 11217 6189 27304 27122 24039 23707 2309 21398 21157 21034 20426 8811 332 11615 3083 554 11406 319 11154 5028 2529 8545 8278 5766 2070 10525 9053 Tree=711 num_leaves=31 split_feature=87 35 74 83 42 76 42 35 57 78 52 54 9 14 75 69 83 58 35 16 76 77 84 23 13 71 35 69 58 74 split_gain=6.14822 5.98883 4.74317 4.81261 4.78073 5.22815 4.56016 4.0923 4.06943 4.19606 5.91605 5.57961 5.0544 4.42872 4.79424 3.80838 3.58008 3.83445 3.36261 3.76705 4.04799 4.10082 3.24724 3.21612 3.12018 4.72042 3.11065 4.15529 2.96421 3.5728 threshold=3 7 5 2 1 4 2 5 2 1 3 2 4 0 0 2 1 2 6 3 2 3 1 0 0 1 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 23 -11 22 -13 15 -15 28 -17 -18 -19 -20 -21 -22 -12 -10 26 -26 27 -23 -14 -30 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 -16 16 17 18 19 20 21 24 -24 -25 25 -27 -28 -29 29 -31 leaf_parent=0 1 2 3 4 5 6 7 8 23 10 22 12 28 14 14 16 17 18 19 20 21 27 22 23 25 25 26 27 29 29 leaf_value=-0.0466005 0.0550632 0.0528614 0.0528485 -0.0260683 0.0719578 -0.035869 0.0346859 -0.0348712 -0.0230587 0.0538172 -0.0195704 0.0662295 0.0681481 -0.0296656 0.0047921 0.0319807 0.03294 0.0417259 0.0236023 0.0501182 0.0370833 -0.0314016 0.0289696 0.0222154 0.0129534 -0.0254986 -0.00272615 0.0128775 -0.0032615 0.0420201 leaf_count=1179 125 170 146 3465 123 1098 228 622 495 214 135 126 137 7137 1142 305 256 108 215 103 114 1052 826 1290 1152 5922 9575 334 912 300 internal_value=0 0.00846931 0.00266343 -0.00212734 -0.00698943 0.00320507 -0.000901701 0.0063115 -0.00062647 0.00626082 -0.00939034 -0.016512 -0.0329226 -0.038128 -0.183156 -0.0161 -0.0320478 -0.0411818 -0.0507115 -0.0574996 -0.0697995 -0.0768788 0.210515 0.167328 -0.0861384 -0.18925 -0.0549148 -0.206131 0.182325 0.115997 internal_count=39006 37827 37702 37532 37386 33921 33798 32700 32472 31850 30065 29851 28890 28764 8279 20485 19136 18831 18575 18467 18252 18149 961 1785 18035 7074 10961 1386 1349 1212 Tree=712 num_leaves=31 split_feature=12 39 63 63 74 67 65 63 79 53 63 77 39 39 33 2 63 68 84 38 85 88 53 87 2 81 11 23 14 71 split_gain=5.51888 5.42163 8.95472 8.54713 8.54219 7.4906 6.77179 6.58529 5.86452 5.32004 5.74721 5.28178 5.20114 5.25593 6.3893 5.09531 4.83042 4.4403 4.21791 4.17843 8.28112 4.21858 4.12266 4.00236 3.98748 5.06966 3.75976 3.57963 3.79619 3.54771 threshold=4 0 0 1 0 1 0 2 3 0 3 1 1 2 0 1 4 1 2 1 1 0 0 0 0 1 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 4 29 5 -2 11 22 -3 -9 -11 -7 24 15 -15 23 -12 -17 -13 20 -20 26 -5 -14 25 -10 -21 -16 -29 -4 right_child=1 8 3 7 -6 6 -8 9 12 10 16 18 13 14 27 17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=0 5 8 29 22 4 11 6 9 25 10 16 18 23 14 27 17 16 17 20 26 20 21 22 23 24 25 26 28 28 29 leaf_value=-0.049596 -0.0447045 -0.0378852 -0.0194682 -0.00180604 -0.0325122 -0.050845 -0.0298624 0.00622215 -0.0603176 -0.0174658 -0.0223371 0.0257206 -0.0528186 0.00435948 0.025571 -0.0324631 0.0406502 0.00145229 0.0505414 0.0233314 -0.0221528 -0.0344508 -0.0385927 -0.00369532 -0.0196786 -0.00056918 -0.00497079 -0.00791082 0.019597 0.00181545 leaf_count=225 760 300 2727 556 3175 346 2151 1840 118 245 115 205 181 5900 701 174 440 3071 117 331 265 891 663 115 1374 5594 4762 415 393 856 internal_value=0 0.000182496 -0.0369602 0.0205235 -0.0964893 -0.0674263 -0.0501262 0.0672393 0.0188199 0.100612 0.263525 -0.0251449 0.0216476 0.0423453 0.0662901 -0.0181226 0.344378 0.000339451 -0.0141195 -0.0301607 0.213748 -0.0488832 -0.131368 -0.286146 -0.02688 -0.0117219 -0.0320905 0.174555 0.076675 -0.116907 internal_count=39006 38781 20445 7442 13003 9828 9068 3859 18336 2640 800 6917 18036 10950 7409 3541 555 3245 6571 6366 382 5984 1219 296 7086 5712 5093 1509 808 3583 Tree=713 num_leaves=31 split_feature=21 7 34 33 84 18 87 42 88 39 39 26 85 47 35 42 69 69 52 39 42 66 69 63 85 74 71 63 10 41 split_gain=5.4605 6.00783 5.31862 5.26081 4.91756 4.8254 4.6928 4.78984 4.65126 5.58058 4.48656 6.11157 4.00901 5.81926 4.33605 5.23515 4.18002 4.48113 3.85589 3.85496 4.35564 3.83921 3.95136 4.1608 4.30484 3.81803 3.71308 4.16226 4.73446 5.53628 threshold=0 0 2 6 0 2 9 4 2 7 0 2 1 3 1 1 1 0 2 1 1 0 2 0 0 0 4 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=2 10 -1 -4 -3 -5 -7 -8 -9 -10 -2 -12 14 -14 25 -16 -15 26 -19 20 -13 22 -20 24 -24 -11 -18 28 29 -28 right_child=1 4 3 5 -6 6 7 8 9 12 11 19 13 16 15 -17 17 18 21 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_parent=2 10 4 3 5 4 6 7 8 9 25 11 20 13 16 15 15 26 18 22 19 20 21 24 23 24 25 29 27 28 29 leaf_value=0.0330896 -0.0122739 -0.0247571 0.0653898 0.0427465 -0.00101662 0.0338985 0.0328988 0.0236741 0.0280713 0.0226929 0.0506269 0.0259734 -0.0203562 -0.0103929 0.0174127 -0.000487326 0.0326059 -0.0311215 0.00249231 0.00472311 -0.0180535 -0.00102533 0.0605761 0.00746847 0.0225022 -0.0207837 -0.00191724 0.00294323 -0.0289939 -0.0272397 leaf_count=576 4769 2882 120 221 1142 108 133 554 242 566 176 175 1407 2269 496 3949 132 126 381 2652 1480 1101 153 210 193 113 5836 3924 1963 957 internal_value=0 -0.0454962 0.0235986 0.020064 -0.156272 0.0183494 0.0159063 0.0128797 0.00969277 0.00534071 -0.00915539 0.0259953 0.000952916 -0.0197454 0.0435575 0.0219707 -0.00939865 0.00586685 0.0873832 0.0111668 -0.117238 0.105607 0.170885 0.254261 0.366386 0.178686 -0.0161757 -0.0217024 -0.0638363 -0.0440665 internal_count=39006 13276 25730 25154 4024 25034 24813 24705 24572 24018 9252 4483 23776 18652 5124 4445 17245 14976 2164 4307 1655 2038 937 556 346 679 12812 12680 8756 6793 Tree=714 num_leaves=31 split_feature=87 84 41 58 66 47 32 66 24 41 52 17 24 71 64 26 47 13 25 84 87 71 39 91 86 37 48 47 53 52 split_gain=5.54873 4.79779 4.3047 5.903 4.81736 3.93012 3.73835 3.63915 3.31194 3.72689 3.78303 3.7939 3.45496 3.15535 2.87656 2.71556 2.65154 3.17564 2.62736 2.81929 2.49797 5.21905 4.06661 4.42612 3.98126 3.63746 4.46408 3.09303 3.18844 3.08988 threshold=0 4 2 1 0 8 1 1 8 4 2 0 6 0 2 1 3 0 1 0 1 0 0 1 1 1 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 3 -3 14 -2 -5 -6 -7 -10 11 -11 13 -12 -4 -16 17 -9 19 -17 21 22 -14 -24 -23 29 -27 28 -28 -22 right_child=5 2 4 6 7 8 -8 16 9 10 12 -13 20 -15 15 18 -18 -19 -20 -21 25 24 23 -25 -26 26 27 -29 -30 -31 leaf_parent=1 5 3 14 6 7 8 6 17 9 11 13 11 22 13 15 19 16 17 18 19 29 24 23 23 24 26 28 27 28 29 leaf_value=0.0382562 -0.0505982 0.0719757 -0.0551273 0.0378546 -0.00426395 0.0345269 -0.0110628 -0.0314617 0.0499464 0.0427194 0.0398723 -0.0245527 -0.0323537 -0.00813383 0.0293175 0.00147402 -0.0282926 0.0310402 -0.00657451 0.0413991 0.0169503 0.0385349 0.0318753 -0.0125513 0.000510579 -0.0357414 0.0457753 1.01763e-05 0.0119553 -0.0257129 leaf_count=216 197 133 240 205 3968 183 1113 858 124 294 220 168 2014 119 562 875 9974 462 7672 125 189 341 228 1527 1604 380 219 2487 1713 596 internal_value=0 -0.0584755 -0.0679124 0.140101 -0.0862488 0.0367747 0.0287149 -0.173287 0.0423328 0.0338551 0.0274745 0.291388 0.0158914 0.244263 -0.0328844 -0.0242539 -0.243947 0.0219429 -0.0377809 0.117111 0.00312989 -0.0540794 -0.146129 -0.0584646 0.0707071 0.0420197 0.0708447 0.088821 0.151468 -0.146779 internal_count=39006 26403 26187 1451 24736 12603 1318 15262 12406 12223 12099 462 11637 339 9474 9234 11294 1320 8672 1000 11298 5714 3769 1755 1945 5584 4799 4419 1932 785 Tree=715 num_leaves=31 split_feature=33 49 38 25 82 33 12 33 33 33 24 25 7 13 66 70 53 39 53 24 7 74 87 61 63 66 7 47 7 23 split_gain=13.7061 3.49843 3.43144 3.29162 2.67403 2.30031 2.49539 2.37411 2.29247 3.22168 2.03557 1.34778 1.25069 1.47802 1.05018 1.5243 1.15164 0.901646 0.979456 0.875695 0.84722 0.812633 0.875841 0.572719 0.439294 0.544953 0.434958 0.281737 0.16836 0.0689835 threshold=0 1 2 0 1 1 1 3 4 2 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=17 -2 -3 4 -4 12 -7 26 -9 20 14 19 13 27 28 -16 23 18 21 -5 -10 22 24 -17 25 -1 -8 -6 -11 -19 right_child=1 2 3 11 5 6 7 8 9 10 -12 -13 -14 -15 15 16 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 1 2 4 19 27 6 26 8 20 28 10 11 12 13 15 23 16 29 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00404646 -0.0505533 -0.0545882 -0.0417288 0.008289 -0.0170914 -0.0256223 -0.0162157 -0.00699112 -0.0163109 0.0370555 0.0607939 -0.042209 0.0129573 -0.0508724 0.047049 0.0368102 -0.0202651 -0.0412805 -0.0502112 -0.0289055 0.0181935 -0.0502062 -0.0420889 0.00635389 0.00595627 -0.0336989 0.00644222 0.00543512 0.0520097 -0.0501524 leaf_count=1444 750 267 460 528 509 222 118 128 446 446 183 1167 1187 1152 142 228 106 2903 6548 429 263 2328 1981 176 1243 1582 116 580 289 11085 internal_value=0 0.00622806 0.0267401 0.0454417 0.0873307 0.107233 0.154222 0.183792 0.235456 0.283041 0.362759 -0.207801 -0.0838848 -0.199795 0.285557 0.193749 0.0821966 -0.378257 -0.310501 -0.0649907 -0.0130369 -0.244678 -0.190056 0.197084 -0.110484 -0.183338 -0.0558148 -0.0537529 0.425418 -0.481854 internal_count=39006 9892 9142 8875 6751 6291 2863 2641 2407 2279 1570 2124 3428 2241 1387 652 510 29114 15126 957 709 8578 6250 404 4269 3026 234 1089 735 13988 Tree=716 num_leaves=31 split_feature=56 10 54 56 56 56 10 10 56 14 77 62 63 85 70 2 65 40 33 52 59 58 24 59 57 14 91 3 61 66 split_gain=6.92253 6.9151 6.57233 8.75661 7.47437 6.92107 7.5468 6.25786 6.10915 7.41414 4.78078 5.48535 5.50111 4.56716 4.44176 5.61733 4.39885 4.17575 4.13313 4.22259 4.28367 4.40929 3.89035 3.55758 3.51211 3.47288 3.47003 3.44843 3.3238 3.23027 threshold=5 8 1 4 3 2 7 9 1 0 1 1 1 0 2 0 0 1 0 2 2 2 2 0 1 1 1 0 5 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 28 -4 -5 26 -7 -8 13 10 27 22 17 16 -11 -16 -9 -13 19 -14 -21 -22 -12 -20 -23 -17 -6 -10 -3 -19 right_child=1 2 3 4 5 6 7 8 9 14 11 12 18 -15 15 25 -18 29 23 20 21 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 28 3 4 26 6 7 16 27 14 22 17 19 13 15 25 16 29 23 20 21 24 22 23 24 25 26 27 28 29 leaf_value=0.0504142 0.0415471 -0.0410121 0.0426026 0.0284744 0.0496494 0.0399983 0.0423798 0.0239993 -0.0374436 0.0272143 0.0675477 -0.0234806 -0.0484627 -0.0126772 -0.029482 0.0149907 -0.00299971 -0.00386562 -0.0305508 -0.0332925 0.0439075 0.0222952 0.0106633 -0.00479437 -0.00548201 -0.0238097 0.00967304 0.000614096 0.0117074 0.0242337 leaf_count=173 692 115 245 448 163 618 459 1112 971 189 123 428 352 731 8095 492 659 951 2680 227 123 470 868 607 9559 525 811 264 4366 1490 internal_value=0 0.0039801 -0.00145114 -0.0218571 -0.0294979 -0.0389522 -0.0532186 -0.0605264 -0.0662881 -0.088904 -0.0551587 -0.0386884 -0.0570078 0.0556007 -0.206438 -0.228696 0.127803 0.0876998 -0.0876658 -0.0537454 -0.0414396 -0.0224586 0.184472 -0.206751 -0.0356012 -0.0154922 0.159679 -0.25502 0.104016 0.147428 internal_count=39006 38833 38141 33660 33415 32967 31993 31375 30916 28414 19113 17878 16887 2502 9301 9112 1771 2869 14018 10731 10379 10152 991 3287 10029 1017 974 1235 4481 2441 Tree=717 num_leaves=31 split_feature=49 48 85 36 47 22 30 38 92 61 23 46 66 53 85 2 53 41 21 55 35 70 24 18 70 24 58 23 85 63 split_gain=5.03161 4.87806 3.92704 4.37842 4.45533 3.92647 3.78343 3.83301 3.53101 4.04326 4.70922 3.86338 3.82946 4.876 4.60116 3.80397 3.7252 3.29265 2.85146 3.47753 3.45 4.29016 4.33621 3.37143 3.11862 4.67478 2.98324 2.8265 4.71795 2.74567 threshold=5 3 6 2 1 1 2 4 1 3 13 1 0 0 0 0 1 1 2 3 0 1 0 1 2 1 1 1 4 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 29 -3 4 -4 -5 -7 -8 12 15 -11 16 -9 14 -14 -10 -12 -6 -13 -20 21 22 -21 -22 25 -23 -25 -26 -29 -2 right_child=1 2 3 5 17 6 7 8 9 10 11 18 13 -15 -16 -17 -18 -19 19 20 23 24 -24 26 27 -27 -28 28 -30 -31 leaf_parent=0 29 2 4 5 17 6 7 12 15 10 16 18 14 13 14 15 16 17 19 22 23 25 22 26 27 25 26 28 28 29 leaf_value=0.0320417 0.0027551 0.0265103 -0.0215954 0.0092532 0.0529815 0.0314372 0.0241997 -0.0197115 -0.0434306 0.0547364 -0.0231068 -0.0230476 0.0130658 0.00176937 0.0829798 0.00929561 0.0222808 0.0136471 0.0520252 0.0334986 0.0143035 -0.0145006 -0.00109336 0.00977274 -0.0185913 0.047793 -0.0226901 0.0245098 -0.0071345 0.0621432 leaf_count=140 304 357 359 1440 178 432 152 440 1267 113 241 2221 171 593 115 382 1102 734 121 640 343 240 1265 475 4214 218 5482 432 14654 181 internal_value=0 -0.0133203 -0.0182076 -0.02366 0.147496 -0.0339163 -0.0471119 -0.0520237 -0.0582248 -0.0687051 -0.0596976 -0.0638623 0.105419 0.207566 0.484772 -0.300689 0.12244 0.234427 -0.0750721 -0.0645567 -0.0681951 -0.0448074 0.108191 -0.159015 -0.066517 0.182077 -0.192573 -0.0776078 -0.0535063 0.374406 internal_count=39006 38866 38381 38024 1271 36753 35313 34881 34729 33410 31761 31648 1319 879 286 1649 1343 912 30305 28084 27963 21663 1905 6300 19758 458 5957 19300 15086 485 Tree=718 num_leaves=31 split_feature=79 12 12 42 57 42 46 16 36 46 36 63 46 32 21 79 16 43 74 24 33 65 79 13 9 41 72 24 24 61 split_gain=9.31549 9.03348 7.94482 7.88928 7.93589 7.55728 6.80148 6.30888 7.01369 8.54353 6.08012 6.04633 8.47391 6.59611 5.8294 5.92855 7.64261 5.10365 4.68064 4.72663 4.49956 4.26392 4.15692 3.99274 3.81615 3.70786 4.61306 4.11377 5.81986 4.12824 threshold=0 3 11 2 4 1 4 3 1 3 2 0 1 0 1 1 2 4 0 2 2 2 1 0 2 0 2 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 -4 -5 -6 -7 -8 -9 -10 -11 12 -12 20 22 23 -17 -18 -13 -20 -14 -19 -2 -16 -22 26 -26 29 -29 -28 right_child=14 2 3 4 5 6 7 8 9 10 11 18 13 -15 15 16 17 21 19 -21 24 -23 -24 -25 25 -27 27 28 -30 -31 leaf_parent=1 22 2 3 4 5 6 7 8 9 10 12 18 20 13 23 16 17 21 19 19 24 21 22 23 26 25 29 28 28 29 leaf_value=-0.0541485 0.0072741 0.0535319 -0.0360992 0.0467069 -0.0226648 0.042439 -0.0299099 0.010462 0.0402953 0.0176736 0.0254857 -0.0180469 0.0333051 -0.0171883 0.011621 0.073895 0.0611784 0.0419602 0.0292584 -0.00712792 0.0457391 0.00967872 -0.0236162 -0.0106013 0.0385707 -0.0160612 0.0009018 0.000510489 -0.0254725 0.0330498 leaf_count=308 832 111 826 127 2678 109 352 2747 147 793 502 5636 215 5524 1926 109 149 360 267 1575 107 2728 1237 1013 138 1877 1000 3282 1989 343 internal_value=0 -0.0203107 -0.0148776 -0.0194511 -0.0120742 -0.0174779 -0.00555743 -0.0110742 -0.00333749 -0.026901 -0.0356832 -0.0485893 -0.00746899 -0.0319528 0.0945566 0.133829 0.225645 0.184112 -0.118917 -0.0203424 0.00711006 0.14813 -0.0691589 0.0455283 -0.00752329 -0.0166148 0.0124632 -0.00431219 -0.0472588 0.131545 internal_count=39006 30652 30344 30233 29407 29280 26602 26493 26141 23395 23248 22455 14977 14475 8354 6285 3346 3237 7478 1842 8951 3088 2069 2939 8736 8629 6752 6614 5271 1343 Tree=719 num_leaves=31 split_feature=42 42 42 46 7 21 16 63 70 46 43 39 61 24 77 47 41 85 91 92 91 30 76 7 85 22 75 12 75 59 split_gain=7.90114 7.48366 6.8163 5.83422 6.32538 6.53044 7.17252 6.19208 5.9649 5.18861 5.04479 4.67262 5.90239 4.45476 5.79735 4.26889 4.00872 4.76163 4.79252 3.84874 3.7777 3.74377 3.7652 3.92433 4.361 4.40152 3.614 3.54093 3.53651 3.41027 threshold=1 2 3 1 0 4 2 0 4 2 0 0 0 0 1 0 0 0 0 2 1 1 2 6 3 1 5 2 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=27 -2 -3 -4 5 -5 -7 10 -6 -10 11 13 -13 15 -15 -8 -12 -18 -19 -11 -17 -21 -23 -24 -25 -26 -27 -1 -16 -9 right_child=1 2 3 4 8 6 7 29 9 19 16 12 -14 14 28 20 17 18 -20 21 -22 22 23 24 25 26 -28 -29 -30 -31 leaf_parent=27 1 2 3 5 8 6 15 29 9 19 16 12 12 14 28 20 17 18 18 21 20 22 23 24 25 26 26 27 28 29 leaf_value=0.0329264 -0.0400367 -0.050802 -0.0160569 0.0405921 -0.050903 0.0333737 -0.0187022 -0.022259 -0.0330754 -0.0356353 -0.0301896 -0.0313547 0.00366513 -0.0476212 -0.0177874 0.0581244 -0.0262871 0.0566683 -0.00861418 -0.0264145 0.00496606 0.0448337 0.0426996 0.0379663 -0.027208 0.0578852 0.00886704 -0.0282074 0.0291747 0.00232552 leaf_count=121 1147 463 1559 482 107 440 2469 5790 193 144 1829 3879 2161 114 147 172 1083 252 139 317 1364 107 160 279 330 109 6852 3553 1589 1655 internal_value=0 0.0139902 0.0206201 0.025429 0.0372342 -0.014808 -0.0276665 -0.04461 0.0858807 0.0936449 0.00163595 0.0422004 -0.0752587 0.10447 0.208548 0.00195218 -0.152471 0.00706703 0.223965 0.103236 0.109354 0.109954 0.118099 0.108617 0.0980717 0.0843833 0.0958276 -0.235106 0.249413 -0.16428 internal_count=39006 35332 34185 33722 32163 23565 23083 22643 8598 8491 15198 11895 6040 5855 1850 4005 3303 1474 391 8298 1536 8154 7837 7730 7570 7291 6961 3674 1736 7445 Tree=720 num_leaves=31 split_feature=15 16 6 75 87 16 14 50 61 85 89 10 7 61 31 73 17 0 14 21 15 64 71 71 38 91 61 23 15 63 split_gain=5.32323 5.29412 5.237 5.90073 5.54642 4.59554 4.95389 4.20125 4.42415 3.88888 3.69201 3.88579 6.43868 4.47371 4.16554 3.81474 3.33561 4.65399 4.53088 4.14774 3.10986 3.16238 3.02416 2.84237 2.72489 2.64684 2.84243 2.58354 2.48168 4.89165 threshold=6 6 2 7 0 3 0 1 7 0 2 0 3 6 4 2 0 3 0 2 3 1 0 0 2 2 4 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 23 -4 7 -6 22 9 -9 -5 -10 12 -12 -14 -13 -15 17 -17 20 -18 -19 27 28 -3 -23 -21 -27 -22 29 -7 right_child=1 2 3 4 5 6 -8 8 10 -11 11 14 13 15 -16 16 19 18 -20 25 21 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=0 1 23 3 9 5 29 6 8 10 9 12 14 13 15 14 17 19 20 18 25 27 24 22 23 24 26 26 27 28 29 leaf_value=-0.0482776 0.0594502 0.0383076 0.0551083 0.0115591 0.0351765 0.0440069 -0.03741 0.0514197 -0.0338931 0.0727953 0.0383993 0.0449024 0.0597548 -0.0368962 -0.013254 0.060598 -0.024773 -0.0411828 -0.0256267 -0.0254498 -0.00690646 0.0362023 0.00959326 -0.00790344 -0.00142444 0.062316 0.0153875 0.0473842 -0.0199371 -0.0273433 leaf_count=772 105 364 160 421 124 550 4602 200 544 106 368 172 202 518 6874 140 459 331 3514 251 206 154 1860 192 7499 163 2864 288 4639 364 internal_value=0 0.0173046 0.0124796 0.00184818 -0.00408253 -0.114951 -0.142266 0.0238319 0.0138726 0.318476 0.00748749 0.0152814 0.0403428 0.0233044 -0.100658 0.0158685 0.0254525 -0.0110972 -0.0215912 0.115885 0.00572945 0.0174954 -0.0795181 0.273772 -0.00122813 0.155156 0.179802 0.291841 -0.143833 0.0840138 internal_count=39006 38234 38129 37573 37413 12139 12015 25274 24747 527 24547 24003 16957 16589 7046 16387 15869 12132 11992 3737 8478 8147 7413 556 7653 3278 3027 494 5553 914 Tree=721 num_leaves=31 split_feature=39 63 74 63 67 63 32 18 39 91 71 24 33 88 23 24 69 87 48 85 7 63 88 69 82 31 31 66 71 84 split_gain=6.06327 8.32205 8.91274 8.00083 6.3701 5.65659 5.40364 4.94353 4.985 4.8593 4.44963 6.44785 4.37989 4.26344 3.99359 4.19749 3.86512 4.38624 3.72398 3.6878 4.6308 3.68669 3.60909 3.59305 3.89145 3.67662 3.55214 4.45212 3.53941 3.52714 threshold=0 0 0 1 1 2 3 2 1 0 0 1 0 0 0 1 3 0 1 1 1 0 0 2 1 0 0 1 1 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 4 -3 -1 -5 -6 -2 9 18 11 -8 16 19 -14 -16 17 -10 -9 -7 -21 -11 28 -20 25 -25 27 -13 -12 -18 right_child=7 3 -4 5 6 13 10 8 12 21 22 26 14 -15 15 -17 29 -19 23 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=4 7 3 2 5 6 19 11 18 17 21 28 27 14 13 15 15 29 17 23 20 20 21 22 25 24 25 26 27 28 29 leaf_value=-0.042306 -0.0381316 -0.0118098 -0.0332917 -0.0123499 0.0365799 -0.00368821 -0.0287871 -0.0243367 -0.0307969 -0.0252022 -0.0068651 0.0180283 0.0196401 0.0310802 -0.017321 0.00986071 -0.0188684 0.0013651 -0.0185719 0.0443543 0.00883865 0.00269219 -0.0256448 0.00153632 0.00118689 0.0600486 -0.0240639 -0.00716653 0.0142519 0.00402653 leaf_count=768 212 3610 3192 1212 127 611 1204 504 226 1141 747 716 954 358 314 1137 188 277 392 172 1494 539 529 128 4347 136 1677 3403 724 7967 internal_value=0 -0.0397983 -0.0971943 0.0159982 -0.0676768 0.0612789 -0.0519313 0.019294 0.0216521 -0.0256767 -0.0637978 -0.111485 0.0418974 0.0923566 0.116035 0.0400389 0.0256843 -0.118424 -0.00309877 0.0692106 0.114802 -0.163756 0.0242315 0.00847095 0.0229478 0.318259 -0.058316 -0.0214373 0.0587555 0.0346546 internal_count=39006 20544 13087 7457 9895 3847 9127 18462 18250 7187 9000 7000 11063 2635 2405 1451 8658 503 5507 2277 1666 1680 2000 5003 4611 264 5796 4119 1471 8155 Tree=722 num_leaves=31 split_feature=33 76 42 42 25 63 7 36 32 84 84 74 0 39 14 16 41 66 33 39 15 32 43 31 84 69 21 34 85 39 split_gain=5.67622 5.60912 5.10166 5.01053 5.67061 4.38157 4.15665 8.53968 7.6107 4.7765 7.31682 4.64644 4.52781 4.08847 3.8324 4.73525 4.28516 4.42142 3.9392 3.78133 3.78063 4.52028 3.76578 3.49399 3.51718 3.41278 3.3731 3.47943 3.3715 3.21577 threshold=5 2 6 3 0 15 0 4 0 0 1 2 4 9 0 1 0 4 0 0 4 0 0 8 2 3 2 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 22 5 -5 12 -8 9 -9 -11 -10 -7 -14 15 -15 17 -17 25 -12 21 -6 -4 -16 -25 -19 -13 -28 -29 -18 right_child=1 2 3 4 20 6 7 8 11 10 19 26 13 14 23 16 29 18 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31 leaf_parent=0 1 2 22 5 21 12 7 9 11 10 19 26 13 15 23 17 29 25 18 19 20 21 22 24 24 25 27 28 28 29 leaf_value=0.0461054 -0.0483524 0.0343135 0.0310222 0.0329274 -0.0237694 -0.0348172 0.0463963 -0.0223888 0.0549316 -0.0212024 -0.00895313 -0.028829 0.0285315 -0.0197707 -0.0243161 -0.0186776 -0.0282018 0.0285564 -0.0111268 0.0435487 -0.015329 0.0515673 -0.00808079 -0.00896991 0.00667948 0.00372287 0.0274129 0.0115295 -0.00769895 -0.0050534 leaf_count=183 324 126 286 109 448 165 114 4003 145 592 147 278 174 1087 101 611 473 197 1960 167 7180 203 150 519 6500 7917 279 536 2032 2000 internal_value=0 0.00529916 0.00710299 0.00470757 0.000704187 0.00826163 0.00591157 -0.0526759 -0.0691924 -0.160162 -0.0013716 0.0170771 0.0182165 0.0208099 0.0175431 -0.00829248 0.00141043 0.0204737 0.0309874 0.255568 -0.120928 0.202789 0.203589 0.0492812 0.0549778 0.0453261 -0.000461903 0.0238584 -0.00743114 -0.0903035 internal_count=39006 38823 38499 38373 37937 30106 29997 8293 8179 4909 906 3270 21704 21539 21365 14245 13158 10685 10074 314 7831 651 436 7120 7019 8114 3125 2847 2568 2473 Tree=723 num_leaves=31 split_feature=14 39 14 66 59 47 84 28 15 85 24 24 67 69 61 66 15 86 14 39 84 65 47 65 79 41 74 74 55 71 split_gain=5.67789 8.49235 6.12204 5.48637 7.18174 4.91201 4.30736 4.14928 4.73349 4.13491 3.79974 3.97535 3.79488 3.68638 3.46519 3.6927 3.34762 3.44199 4.25111 6.19377 5.33927 4.31024 3.3218 3.28831 4.39003 3.66386 3.28665 3.23244 3.14209 3.76745 threshold=0 0 1 1 0 3 4 1 7 0 7 9 2 0 1 0 4 1 2 0 1 0 0 0 1 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 5 12 4 9 -1 -5 22 -9 -4 -10 -12 -2 -11 -14 -16 -8 -18 27 -20 -21 -22 -3 24 25 -7 -26 -19 29 -13 right_child=2 7 3 6 -6 23 16 8 10 13 11 28 14 -15 15 -17 17 18 19 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_parent=5 12 22 9 6 4 25 16 8 10 13 11 29 14 13 15 15 17 27 19 20 21 21 22 23 26 25 26 27 28 29 leaf_value=0.022927 0.0543471 0.00338211 -0.0109514 0.0404299 0.093562 -0.0130925 -0.0298071 -0.0610122 0.0352887 0.00682727 0.0416294 0.0359657 0.0135637 0.0881642 -0.00319752 -0.0265752 0.0312606 -0.00487706 0.0262577 -0.0408067 -0.00640563 0.0347839 -0.0488612 -0.0362216 -0.0134616 0.0677265 -0.0421743 -0.0524272 -0.00173081 -0.0158422 leaf_count=1114 113 348 584 207 142 661 264 149 262 183 165 504 1005 134 1551 2432 507 1246 1278 288 773 307 629 4582 6653 379 2466 311 9480 289 internal_value=0 -0.0511128 0.0474071 0.109761 0.387818 -0.163579 0.0767174 -0.000531803 0.0139132 0.181112 0.0216609 0.00979813 -0.0546644 0.490084 -0.0720575 -0.119126 0.0520798 0.0713409 0.041018 0.109401 -0.0318249 0.0634358 -0.279482 -0.190577 -0.146366 0.281231 -0.176161 -0.107721 -0.000676983 0.206903 internal_count=39006 27681 11325 6224 1043 15855 5181 11826 10849 901 10700 10438 5101 317 4988 3983 4974 4710 4203 2646 1368 1080 977 14741 10159 1040 9119 1557 10273 793 Tree=724 num_leaves=31 split_feature=33 38 77 45 74 38 23 33 66 70 14 23 39 39 31 15 69 85 47 7 91 39 32 32 47 23 15 24 32 39 split_gain=11.9477 3.03647 3.00284 2.76998 2.49704 2.21116 1.90975 2.09683 2.29594 2.18336 2.02373 1.82281 1.72394 1.40353 1.11564 0.973157 0.954364 0.845939 0.83316 0.750615 0.64145 0.632159 0.631038 0.596962 1.05876 0.344616 0.321147 0.28889 0.228745 0.121967 threshold=0 2 1 1 0 1 4 1 0 1 0 3 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=16 -2 -3 -4 5 -5 -7 13 19 21 11 -11 27 18 20 -12 17 23 -8 22 -13 -10 -9 -1 -25 -26 -24 -6 -21 -19 right_child=1 2 3 4 12 6 7 8 9 10 15 14 -14 -15 -16 -17 -18 29 -20 28 -22 -23 26 24 25 -27 -28 -29 -30 -31 leaf_parent=23 1 2 3 5 27 6 18 22 21 11 15 20 12 13 14 15 16 29 18 28 20 21 26 24 25 25 26 27 28 29 leaf_value=-0.00127446 -0.0529589 -0.0506883 -0.0384098 -0.02173 -0.0242877 0.0439274 -0.0129382 0.0431188 0.015994 0.0210031 0.0342612 -0.0207322 0.00921247 -0.030981 0.00583857 -0.00250236 -0.0501459 -0.0375674 0.0238266 0.0534769 -0.0497816 0.0489129 0.0232396 -0.00299213 -0.0256956 -0.0453234 0.00326355 -0.0463947 0.0337359 -0.0501046 leaf_count=1671 315 690 694 620 526 371 704 169 127 130 162 241 661 1602 175 178 10066 3017 674 246 176 121 380 2243 2665 4562 233 590 161 4836 internal_value=0 0.00775261 0.0248976 0.0425767 0.0635778 0.0998424 0.127179 0.101119 0.149822 0.0588133 -0.0167306 -0.132569 -0.17013 -0.0975451 -0.231517 0.192335 -0.356976 -0.303472 0.0574222 0.294771 -0.323756 0.329136 0.217171 -0.233199 -0.279063 -0.366014 0.149594 -0.336229 0.438865 -0.437089 internal_count=39006 9946 9631 8941 8247 6470 5850 5479 2499 1310 1062 722 1777 2980 592 340 29060 18994 1378 1189 417 248 782 11141 9470 7227 613 1116 407 7853 Tree=725 num_leaves=31 split_feature=59 60 21 59 59 29 39 39 39 37 47 31 36 66 23 23 34 43 40 24 17 91 89 60 24 3 15 34 39 41 split_gain=8.62659 7.00106 7.07425 6.26503 6.38298 5.99176 6.10972 8.01926 7.04124 5.42612 5.24876 4.95063 4.59725 4.20717 4.11819 4.86938 4.7538 4.0877 4.46591 4.24343 4.05346 3.89316 3.63942 3.83147 3.32867 3.30875 3.19108 3.41658 3.12088 3.08853 threshold=12 1 7 10 13 2 0 1 2 4 1 6 3 2 1 2 0 0 2 1 1 2 2 2 0 1 0 0 3 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 24 -3 -4 -5 -6 9 -8 10 -7 -9 -11 -13 21 29 16 -16 22 -19 25 -12 -14 -17 -24 -2 -20 -27 -28 -10 -15 right_child=1 2 3 4 5 6 7 8 28 11 20 12 13 14 15 17 -18 18 19 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_parent=0 24 2 3 4 5 9 7 10 28 11 20 12 21 29 16 22 16 18 25 19 20 21 23 23 24 26 27 27 28 29 leaf_value=0.0466116 0.0324364 0.0504952 0.0388753 0.0483721 -0.0510364 -0.0387944 0.000402738 0.0307442 -0.0139259 -0.0369094 0.0233206 -0.0432932 0.037384 0.0061095 0.0254621 -0.0497062 -0.00856556 -0.0380045 -0.00786458 0.0050121 -0.0203956 -0.0148888 0.0533377 -0.00384468 0.00221227 0.0687444 0.00491454 0.0600191 -0.0376702 0.0270809 leaf_count=663 1168 132 220 200 285 253 6763 601 2201 476 375 187 102 2137 1713 195 445 131 104 2052 2507 1596 154 7617 381 158 178 104 5139 769 internal_value=0 0.00801208 -0.00310513 -0.00789868 -0.0133875 -0.0179114 -0.0135857 -0.080064 -0.183246 0.0193761 -0.0287365 0.0265228 0.0333539 0.0388289 0.0553148 0.0318428 0.168597 0.00477399 0.0882682 0.113216 -0.119293 -0.10455 -0.0398115 -0.0286923 0.213694 0.298535 0.393704 0.24611 -0.293055 0.165224 internal_count=39006 38343 36794 36662 36442 36242 35957 17586 10823 18371 3483 18118 17642 17455 15757 12851 2158 10693 2727 2596 2882 1698 7966 7771 1549 544 440 282 7340 2906 Tree=726 num_leaves=31 split_feature=44 84 9 4 84 85 36 68 44 16 35 35 37 7 8 30 86 88 8 23 24 37 65 55 47 20 32 39 63 48 split_gain=4.55728 4.16262 4.20122 3.81092 4.08056 4.32099 5.52001 5.2985 4.39612 5.20344 4.03738 5.03887 4.88025 4.09171 3.9966 3.67827 4.27505 4.17752 5.05976 4.45483 3.57192 3.6646 3.47645 3.34195 3.29152 5.23201 4.76716 3.69362 3.40079 3.0392 threshold=3 5 5 1 3 1 3 2 1 4 0 1 3 4 1 1 1 0 3 1 3 0 2 1 0 1 2 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 7 -7 -6 -8 -10 13 12 -12 -11 -9 16 -15 18 -17 -20 -19 -22 -23 -16 25 -21 -27 -28 -26 -29 right_child=1 2 3 4 5 6 8 14 9 10 11 -13 -14 15 23 17 -18 20 19 24 21 22 -24 -25 28 26 27 29 -30 -31 leaf_parent=0 1 2 3 4 7 6 8 14 9 13 12 11 12 16 23 18 16 20 19 25 21 22 22 23 28 26 27 29 28 29 leaf_value=0.0367366 0.0402192 0.0476521 -0.0204373 0.0212492 0.0467022 0.036671 0.0145604 0.0145974 0.041141 0.0580605 0.0558046 -0.0243893 -0.00518513 0.082914 0.00959151 0.0634421 0.0117964 0.0350517 -0.0141956 -0.0483978 -0.0349534 0.0405983 -0.0133336 -0.019027 0.0156758 0.0581952 0.0457067 -0.0326969 -0.00805833 0.00853803 leaf_count=125 222 116 1471 642 125 299 1183 526 191 125 132 3396 3350 128 406 109 837 196 3421 405 2198 184 1338 5982 991 395 426 342 5153 4592 internal_value=0 -0.00524954 -0.00920393 -0.0125842 -0.00476452 -0.0124574 0.00833558 -0.100587 0.00026226 -0.0159485 -0.0232019 -0.114505 -0.0105015 0.00358803 -0.121324 -0.00196861 0.244442 -0.0137784 0.01209 0.00404709 -0.147665 -0.184376 -0.0623986 -0.155754 0.034621 0.0930497 0.113442 0.089749 -0.0336483 0.06515 internal_count=39006 38881 38659 38543 37072 36430 29391 7039 29092 27909 27718 6878 3482 20840 6914 20715 965 19750 15834 15725 3916 3720 1522 6388 12304 6160 5755 5360 6144 4934 Tree=727 num_leaves=31 split_feature=1 12 12 42 42 24 68 67 51 42 89 36 57 4 72 36 36 71 40 43 11 17 70 63 63 47 67 78 15 23 split_gain=10.316 8.61214 7.98741 7.97032 8.0195 7.63117 7.02224 7.08897 6.77693 7.53752 7.67134 7.11878 7.25761 6.84436 6.49256 5.39897 5.82933 6.08869 6.72894 6.26105 5.69244 5.99756 5.0763 5.03325 4.61458 4.61426 6.59623 4.66414 4.2725 7.22935 threshold=5 10 11 1 3 5 4 4 2 2 5 2 5 1 3 3 1 0 2 0 2 1 2 0 0 0 2 2 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 24 -9 -10 -11 -12 -13 -14 -15 -16 28 18 19 -18 -20 23 -19 -22 -8 26 -23 -28 29 -17 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 22 20 -21 21 25 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 24 8 9 10 11 12 13 14 15 29 19 22 20 19 23 26 22 23 24 25 27 27 28 29 leaf_value=0.0565093 0.0568966 0.0505946 -0.0183647 -0.0420251 -0.0392196 0.0382615 0.0527265 0.0299625 -0.0274914 0.0515305 0.0200682 0.0503562 0.0161776 0.0300533 0.0308264 -0.0272791 0.00376664 0.021684 0.040879 0.0636197 0.0184386 0.0387249 -0.0188793 -0.00882915 0.00199383 -0.0132999 0.0331562 -0.00646015 -0.00445481 0.0192383 leaf_count=114 158 134 3633 466 1005 198 144 638 1060 113 1003 161 1138 246 305 273 320 189 169 144 1620 198 6596 911 119 8599 124 6332 1504 1392 internal_value=0 0.000808343 -0.0029296 -0.00682573 0.00444867 0.0094728 0.0145876 0.00938529 0.00299577 -0.00345283 0.00455486 9.54731e-05 -0.0105335 -0.0149856 -0.0273025 -0.0340411 -0.0395181 -0.0616843 -0.0349181 0.258055 -0.0476598 -0.0548792 -0.161114 0.0776931 0.316153 -0.0814824 -0.0182423 -0.0438271 0.0532653 0.133183 internal_count=39006 38892 38734 38600 34967 34501 33496 33298 33035 32397 31337 31224 30221 30060 28922 28676 28371 25202 18417 464 17953 17784 6785 2531 263 15253 6654 6456 3169 1665 Tree=728 num_leaves=31 split_feature=42 52 42 0 14 14 14 74 22 70 52 12 31 38 76 15 91 66 37 61 70 39 39 10 70 75 90 39 70 7 split_gain=6.50098 6.49686 6.66692 5.2972 5.18543 8.35633 7.01376 5.8534 4.60726 4.94515 4.56112 4.24294 4.77721 4.52571 4.03614 5.8245 3.7185 3.6974 3.56786 3.42859 3.37925 3.39318 3.34453 3.3076 4.3969 4.04632 3.84814 4.01528 3.74422 4.77306 threshold=2 5 3 6 0 1 2 5 2 4 3 2 6 3 1 0 0 12 1 0 3 6 5 0 2 5 1 3 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 7 16 19 -5 -9 -10 -11 -12 -13 -14 15 -15 -6 -16 -18 -7 -19 -22 -23 24 -24 -26 -25 -28 -27 -30 right_child=1 2 3 4 5 6 -8 8 9 10 11 12 13 14 17 -17 18 20 -20 -21 21 22 23 26 25 28 27 -29 29 -31 leaf_parent=0 1 2 3 7 16 19 6 8 9 10 11 12 13 15 17 15 18 20 18 19 21 22 24 26 25 28 27 27 29 29 leaf_value=-0.0388812 0.0538518 -0.0543261 0.0538776 0.0518469 -0.00610044 -0.036901 -0.0385478 -0.0416755 -0.0454322 0.0379997 0.020567 -0.045595 -0.0447807 0.0569492 0.039061 0.00364547 0.0519146 -0.0270449 0.00758439 0.0073233 -0.047315 -0.0424471 -0.0168757 0.0272911 0.0594907 -0.00621419 0.0444413 -0.0150598 0.00133213 0.0145128 leaf_count=1137 107 458 116 140 3702 1152 3905 353 176 191 890 346 234 243 150 493 166 287 913 820 305 466 616 396 107 1850 173 6084 9662 3368 internal_value=0 0.00591387 0.00156336 0.00596327 0.00235964 -0.0841664 -0.231832 0.0242288 0.0188147 0.0237032 0.0285379 0.0224115 0.0112912 0.0164999 0.0215209 0.229896 0.0181884 0.0114353 0.161986 -0.0301487 0.00611216 0.012876 0.0168352 0.0211681 0.039906 0.0543083 -0.080742 -0.12119 0.0488394 0.0737393 internal_count=39006 37869 37762 37304 37188 10658 5877 26530 26390 26037 25861 25670 24780 24434 24200 736 4781 23464 1079 1972 23314 23027 22722 22256 15603 14987 6653 6257 14880 13030 Tree=729 num_leaves=31 split_feature=87 34 4 74 79 65 66 78 75 67 32 25 85 42 0 61 74 35 84 91 87 80 32 37 43 52 25 66 31 41 split_gain=5.97576 4.74636 5.13872 5.39927 4.94947 5.38699 4.66171 4.33725 3.99143 3.96759 5.36215 3.80347 3.94507 3.58572 3.33995 3.62141 3.61796 3.53451 3.26624 3.03997 2.91377 2.79368 2.78012 4.54639 3.42986 3.28969 3.02963 3.3057 3.7401 3.75542 threshold=0 0 1 2 0 0 0 3 0 1 0 0 0 1 3 7 1 4 1 0 1 1 0 1 0 1 1 10 4 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 -1 8 5 -3 -2 -5 -4 10 -8 19 -13 -9 -15 -16 -17 -18 20 -7 -11 -19 26 24 -24 -25 -23 -28 -29 -30 right_child=6 4 3 7 -6 11 9 13 -10 18 -12 12 -14 14 15 16 17 21 -20 -21 -22 22 23 25 -26 -27 27 28 29 -31 leaf_parent=2 6 5 8 7 4 19 10 13 8 20 10 12 12 14 15 16 17 21 18 19 20 26 24 25 24 25 27 28 29 29 leaf_value=0.0355632 -0.0312648 -0.022503 0.00447304 0.0407511 -0.0337736 -0.0130192 0.0512759 -0.0297974 0.0557333 0.0297845 -0.022366 0.0126231 0.0920107 0.0372546 0.0534876 0.0139317 0.0323974 0.0207755 -0.0151775 0.042535 -0.0195989 0.0279116 -0.00871557 0.0167285 0.0638253 -0.0255984 0.0455897 0.0374561 -0.00174385 -0.0253759 leaf_count=698 4907 1587 262 160 3369 625 286 1353 214 552 333 458 144 218 143 2039 208 366 5901 184 586 770 350 532 221 3453 117 171 7282 1517 internal_value=0 0.0331858 0.0547605 0.0419519 -0.110225 -0.00177647 -0.106351 0.0273373 0.33081 -0.0474548 0.236697 0.175847 0.493289 0.0179659 0.0275185 0.0191245 0.0128877 -0.0128375 -0.0942368 0.0174739 0.12727 -0.0241907 -0.0376608 -0.142637 0.244248 -0.203123 -0.0063233 -0.022632 -0.0338528 -0.0490766 internal_count=39006 26441 20074 19376 6367 2998 12565 18900 476 7658 619 1411 602 18740 17387 17169 17026 14987 7039 809 1138 14779 14413 4556 571 3985 9857 9087 8970 8799 Tree=730 num_leaves=31 split_feature=6 56 16 67 58 57 14 75 13 0 78 15 12 41 87 86 25 22 20 7 20 66 13 87 17 65 7 51 31 85 split_gain=6.47088 5.39713 5.92549 4.96629 4.78302 4.64782 4.7376 4.39955 4.19101 4.40428 3.85609 4.12786 9.49191 6.71743 5.43724 5.55122 5.30148 5.29249 5.18666 4.54264 4.49238 4.32831 4.27399 4.23812 4.1378 5.28876 4.09461 4.066 3.98087 3.84961 threshold=2 2 2 3 3 2 5 4 7 2 2 0 1 0 0 1 0 1 2 0 1 7 0 1 0 0 1 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 12 -12 20 15 -15 17 -14 -19 -20 24 -22 -23 -16 25 29 -25 -17 -29 -13 right_child=1 2 3 4 5 6 7 8 9 10 11 13 16 14 23 27 -18 18 19 -21 21 22 -24 26 -26 -27 -28 28 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 10 12 29 17 15 23 27 16 18 19 19 21 22 22 26 24 25 26 28 28 29 leaf_value=-0.0450176 -0.0378836 -0.0294932 -0.0405197 -0.0371096 -0.0315062 0.0241791 -0.0479469 0.0140599 -0.0146603 -0.0197767 -0.0279606 0.0573622 -0.0247008 -0.0417356 -0.00852603 0.0371196 -0.0206371 -0.0329731 0.00302561 -0.00806082 0.0382647 -0.00152061 0.00847282 0.0350614 0.00111415 -0.00917284 0.00538304 -0.00384928 -0.0306355 0.0220871 leaf_count=578 1145 1074 329 247 626 247 267 687 909 852 1049 148 428 599 897 297 1482 158 10815 2863 199 4226 3957 183 424 181 772 2076 948 343 internal_value=0 0.00310399 0.00492014 0.00747202 0.00903933 0.0106842 0.0125575 0.00982846 0.0110299 0.00669723 0.0106742 0.0133016 -0.00786726 0.0413441 -0.0328096 -0.121069 0.000948074 0.00761092 0.0132009 0.0173576 0.0716291 0.0557366 0.0487581 0.0382153 0.204727 0.299078 0.109631 -0.072626 -0.100186 0.38793 internal_count=39006 38428 37283 36209 35880 35633 35007 34760 34493 33806 32897 32045 16795 15250 5772 3920 15746 14264 13836 13678 9478 8382 8183 1852 1096 672 955 3321 3024 491 Tree=731 num_leaves=31 split_feature=92 28 13 63 16 0 0 56 55 69 65 61 39 31 21 84 42 76 39 65 31 35 79 31 26 24 37 55 79 29 split_gain=5.34358 4.83047 4.52507 4.41467 4.34399 4.34024 4.29888 4.04145 4.17739 4.10758 6.4014 3.8784 3.6383 5.50938 5.05431 4.87771 4.24924 4.06967 3.83837 5.49539 4.51681 4.63716 4.11774 3.5955 6.06351 4.50415 3.3609 3.2913 3.24636 3.2459 threshold=1 2 14 14 3 4 7 2 3 6 0 3 0 10 0 0 2 2 1 0 0 0 2 0 1 2 0 1 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=11 -2 -3 -4 -5 -6 -7 -8 -9 10 -10 -1 13 -11 15 16 -15 -14 19 22 -21 -22 -19 24 -18 -25 -17 -24 -20 -30 right_child=1 2 3 4 5 6 7 8 9 12 -12 -13 17 14 -16 26 23 18 28 20 21 -23 27 25 -26 -27 -28 -29 29 -31 leaf_parent=11 1 2 3 4 5 6 7 8 10 13 10 11 17 16 14 26 24 22 28 20 21 21 27 25 24 25 26 27 29 29 leaf_value=0.0376638 -0.031235 0.0347707 0.0324804 -0.0426543 -0.0319668 -0.0570877 -0.0355935 0.0341441 7.0718e-05 0.0323729 0.061816 -0.0221032 -0.0535848 0.0281201 -0.0149661 0.00289407 0.0354214 0.0622055 0.0418868 -0.0275013 0.0156015 -0.0332112 0.0219639 0.0213361 -0.013477 -0.00347385 0.0220874 -0.000521931 0.0262816 0.00453316 leaf_count=109 636 130 115 396 292 111 1034 176 139 132 145 1566 104 157 5269 1444 252 120 112 1019 495 355 327 378 5903 3623 553 4042 259 9613 internal_value=0 0.0141706 0.0165544 0.0143365 0.0120131 0.0136437 0.0157953 0.0170139 0.0188197 0.0166515 0.259241 -0.175057 0.0137971 -0.0206688 -0.0286203 -0.00738532 -0.041957 0.0318019 0.0336635 -0.0145153 -0.154925 0.012556 0.019349 -0.0530389 -0.111168 0.000877724 0.0769512 0.0120118 0.0544184 0.0510982 internal_count=39006 37331 36695 36565 36450 36054 35762 35651 34617 34441 284 1675 34157 17711 17579 12310 10313 16446 16342 6358 1869 850 4489 10156 6155 4001 1997 4369 9984 9872 Tree=732 num_leaves=31 split_feature=80 66 36 8 48 41 84 39 14 14 48 24 14 16 32 14 88 19 87 87 41 85 15 19 63 63 66 35 36 86 split_gain=5.56803 5.27892 4.88588 4.7652 4.65974 4.47062 4.36543 4.05229 5.03349 6.66811 3.94291 3.79385 3.7496 4.51123 4.47433 4.77589 3.29803 3.71215 3.59845 5.70967 3.46242 3.23156 3.22046 3.10146 3.0192 2.90234 2.74659 2.74053 2.88055 2.92816 threshold=1 7 2 3 2 5 4 0 0 1 1 0 2 1 0 3 1 1 0 1 2 0 7 0 3 0 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 23 8 16 -10 -9 27 21 -14 15 -15 17 -8 20 -20 -18 -11 -13 -7 -24 26 -21 28 -12 -30 right_child=1 2 3 4 5 6 7 10 9 12 11 22 13 14 -16 -17 18 -19 19 25 -22 -23 24 -25 -26 -27 -28 -29 29 -31 leaf_parent=0 1 2 3 4 5 23 17 10 9 21 28 22 13 15 14 15 20 17 19 26 20 21 24 23 24 25 26 27 29 29 leaf_value=-0.033789 -0.0524665 -0.0317143 -0.0584987 -0.0454999 0.062368 0.0114863 0.064803 -0.0193303 -0.0187083 -0.0420216 -0.0507402 -0.0348232 -0.0389399 -0.0117855 -0.00251864 0.0463703 0.0180047 -0.00482749 -0.0280337 0.00841287 -0.0290995 0.00887501 0.0424528 0.0634585 0.00677808 -0.00964261 0.0531786 -0.0372465 0.03788 -0.00435144 leaf_count=1473 988 1184 352 1015 296 214 269 1431 1741 533 288 181 127 394 419 565 506 1440 1369 222 8669 298 201 128 10536 499 176 875 314 2303 internal_value=0 -0.00233538 0.00188667 0.00833624 0.0117869 0.0161008 0.0128917 0.0063938 -0.0557446 0.0426015 0.0356172 0.0469654 0.139058 0.218437 0.265923 0.371946 -0.127447 0.159045 -0.155333 -0.0539226 -0.249655 -0.0837939 0.0686295 0.307448 0.0749276 0.0851804 0.227496 -0.0741352 -0.0322726 -0.000767613 internal_count=39006 37533 36545 35361 35009 33994 33698 33356 17227 4077 16129 14698 2336 1505 1378 959 13150 1709 11441 2266 9175 831 10918 342 10737 897 398 3780 2905 2617 Tree=733 num_leaves=31 split_feature=33 42 48 10 13 74 42 13 13 79 32 33 61 15 35 69 39 74 24 33 85 24 91 85 39 66 39 39 39 66 split_gain=10.8812 3.30264 3.26497 2.61176 2.7317 2.09489 2.11339 2.46705 4.18881 1.98142 1.72103 1.98413 1.66029 1.41795 1.38063 1.20156 1.16628 1.17418 1.07519 0.893209 0.785104 0.643427 0.498711 0.41007 0.409902 0.403747 0.398792 0.381253 0.181581 0.123733 threshold=0 2 1 0 2 0 1 0 1 0 0 2 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=15 -2 -3 4 -4 6 26 9 13 10 11 -8 -12 -9 18 16 17 20 19 -13 29 -7 -21 24 -5 -14 -6 -27 -18 -1 right_child=1 2 3 23 5 21 7 8 -10 -11 12 14 25 -15 -16 -17 28 -19 -20 22 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=29 1 2 4 24 26 21 11 13 8 9 12 19 25 13 14 15 28 17 18 22 20 21 22 23 24 27 26 27 28 29 leaf_value=0.00189452 -0.0512535 -0.0432363 0.0482714 -0.0234937 -0.0341231 -0.00593082 -0.0273083 0.0345391 -0.0418359 -0.0137893 0.0707803 0.00932724 0.0426348 -0.0080484 -0.0114741 -0.0501386 -0.0343616 -0.0501903 -0.000325067 0.051925 -0.0341231 -0.0372954 0.024876 -0.0359868 0.00177157 0.01091 -0.00661653 0.0331499 -0.050141 -0.0100938 leaf_count=2471 297 1108 409 1005 136 443 180 383 736 357 172 194 246 367 299 10122 3187 2729 369 345 2351 690 241 635 551 240 274 218 5115 3136 internal_value=0 0.0182935 0.0374965 0.0597198 0.0945834 0.0677347 0.0999347 0.132059 -0.0553128 0.198707 0.239103 0.13894 0.371165 0.167285 0.204024 -0.335019 -0.274455 -0.191216 0.271809 0.345995 -0.125535 -0.197618 0.431162 -0.191196 -0.124448 0.283279 -0.200957 0.219862 -0.434718 -0.0489041 internal_count=39006 9895 9598 8490 6299 5890 4757 4347 1486 2861 2504 1628 876 750 1448 29111 18989 10687 1149 780 7958 1133 586 2191 1556 704 410 458 8302 5607 Tree=734 num_leaves=31 split_feature=34 28 60 16 14 14 58 91 27 32 24 31 7 85 66 33 37 63 2 24 68 34 65 69 87 51 75 66 84 61 split_gain=6.77127 7.27158 6.55724 5.62357 5.97122 7.03693 4.89761 4.82026 7.02829 5.33653 4.29003 4.32666 4.00659 3.9267 7.341 5.24974 5.26 4.16179 3.92304 3.82183 3.80252 3.69546 3.67837 3.51238 3.13422 3.0305 3.21952 2.91227 2.75541 2.75645 threshold=2 1 1 1 0 1 1 0 1 0 0 2 0 0 4 0 0 3 1 3 1 1 0 0 0 1 0 5 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=18 23 -3 10 6 -6 -5 8 -8 13 -4 -12 28 15 -15 16 25 -16 -1 -13 -7 -19 24 -2 -23 -10 -27 -11 29 -9 right_child=1 2 3 4 5 20 7 12 9 27 11 19 -14 14 17 -17 -18 21 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=18 23 2 10 6 5 20 8 29 25 27 11 19 12 14 17 15 16 21 18 19 20 24 22 23 24 26 26 27 28 29 leaf_value=-0.00985252 0.0252213 0.0203949 -0.00286708 0.014912 -0.00532061 0.0156513 0.020705 0.0271848 0.0502746 0.0225725 -0.0281073 0.0793716 -0.00955433 0.0373214 0.0378079 -0.0212521 -0.0159933 -0.0559436 0.0264962 0.0209857 -0.0353887 -0.0166165 0.00114074 0.00475754 -0.0466665 0.0133082 -0.011296 -0.0266969 -0.0174124 0.00585618 leaf_count=273 1429 1244 1486 1177 4071 241 780 1219 229 186 126 126 1324 295 102 1385 1005 331 1444 1229 4926 1643 604 1641 1483 2541 873 3993 267 1333 internal_value=0 -0.00553941 -0.0241296 -0.0354454 -0.0541583 -0.156701 -0.0264756 -0.0433144 -0.0773464 -0.0996349 0.0887059 0.203983 0.0503974 -0.0621948 -0.157431 -0.0112642 0.0381883 -0.206474 0.191882 0.259746 -0.308757 -0.234047 -0.187989 0.129826 -0.27339 0.100889 0.0774429 -0.238262 0.118578 0.152879 internal_count=39006 37289 34219 32975 30008 9238 20770 19593 15450 14670 2967 1481 4143 10491 4458 6033 4648 4163 1717 1355 5167 4061 3730 3070 3126 3643 3414 4179 2819 2552 Tree=735 num_leaves=31 split_feature=16 16 56 36 49 32 18 80 61 80 61 75 61 63 10 24 37 41 16 13 41 41 69 15 31 35 9 66 15 45 split_gain=5.1812 5.00456 4.30564 4.54763 4.39184 3.91033 3.42247 3.97689 4.59617 6.07945 4.91316 4.41414 4.18548 4.01937 3.38682 4.72771 4.29994 3.31534 3.65595 3.26208 3.25552 2.89425 3.45793 2.8659 2.84673 2.6979 4.65014 3.16169 2.68432 2.94047 threshold=6 5 2 2 5 4 1 1 0 2 1 0 2 1 1 0 1 1 1 7 1 0 0 1 4 0 1 8 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 17 -5 -6 14 -8 19 -10 28 13 -13 -12 -7 20 -17 -4 -19 -9 -16 22 -20 -18 -21 27 -27 -26 29 -11 right_child=1 2 3 4 5 6 7 8 9 10 11 12 -14 -15 15 16 23 18 21 24 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_parent=0 1 2 17 4 5 14 7 19 9 29 13 12 12 13 20 16 23 18 22 24 20 21 22 23 27 26 26 27 28 29 leaf_value=0.0597821 0.0425045 -0.0250881 0.0425305 0.0312755 -0.0399948 0.0348892 0.0139765 -0.0464911 0.0463546 0.0616069 -0.00228746 0.0190364 -0.0220949 -0.0372024 0.0618906 -0.0573153 0.0406986 0.0434193 -0.0210858 0.025265 0.0100253 -0.0400537 0.0276707 -0.0130256 -0.0409468 0.0320542 -0.0157047 0.00192654 -0.0081336 0.0042978 leaf_count=105 167 1178 221 121 696 244 1120 396 182 104 1124 546 752 4672 189 150 107 130 479 315 716 109 267 442 166 224 3383 14751 5228 722 internal_value=0 -0.00983197 -0.014281 -0.00717362 -0.0174403 -0.0230994 -0.0186089 -0.0299863 -0.0411318 -0.108708 -0.124649 -0.21684 -0.0460689 -0.30142 0.113122 0.0339966 -0.140481 0.171021 0.0747399 -0.00664996 0.23334 -0.0288074 0.0732932 -0.00337531 -0.00119962 -0.00988814 -0.108973 0.0119296 -0.0424531 0.158955 internal_count=39006 38901 38734 37556 36350 36229 35533 33685 32565 13330 13148 7094 1298 5796 1848 1604 699 1206 985 19235 905 855 746 549 18839 18524 3607 14917 6054 826 Tree=736 num_leaves=31 split_feature=30 89 1 67 12 12 42 42 24 24 46 16 89 46 24 89 1 77 42 57 57 46 58 76 43 89 63 31 46 29 split_gain=8.87789 7.7624 8.36154 7.51905 7.4488 7.27654 6.66016 6.66441 6.5092 6.35408 5.81673 5.82176 6.36518 6.26231 6.81887 6.15277 6.72192 7.40369 6.18852 6.17262 5.59606 5.33317 5.67062 5.45943 5.93224 7.55605 6.22063 8.97676 9.06031 5.55069 threshold=4 6 5 5 11 10 1 3 5 4 4 3 4 3 3 2 2 2 2 5 6 2 3 1 0 1 0 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -25 27 28 -27 -28 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 -26 26 29 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 25 24 28 29 27 28 29 leaf_value=0.0699557 0.0438864 0.0522034 0.040458 0.0474542 0.0526359 -0.0183803 -0.0410784 -0.0392 -0.027829 0.0355671 -0.025617 0.0332104 0.0316387 -0.0229442 0.0188179 0.0247178 0.0213814 -0.0322448 0.0526794 0.050514 0.0191296 -0.0613211 -0.0282129 0.0161387 0.00599241 0.0279617 0.00901951 0.00953876 -0.0134211 -0.0201284 leaf_count=101 173 109 151 134 153 3618 461 993 1617 141 396 227 210 2139 673 492 442 850 147 121 371 182 818 971 5681 267 324 2812 8819 5413 internal_value=0 0.000700264 -0.00368372 -0.00765899 -0.0122522 -0.0161486 -0.0195913 -0.00911502 -0.00455593 0.000112875 0.00653188 0.00173819 0.00832235 0.0024418 -0.00363334 0.00574166 -0.0051633 -0.0142915 -0.025816 -0.0180341 -0.022371 -0.0264641 -0.0359871 -0.0320001 -0.023081 -0.0533273 -0.0736477 -0.0283549 -0.0981317 -0.160459 internal_count=39006 38905 38732 38623 38472 38338 38185 34567 34106 33113 31496 31355 30959 30732 30522 28383 27710 27218 26776 25926 25779 25658 25287 25105 24287 18606 17635 11898 9086 5737 Tree=737 num_leaves=31 split_feature=0 58 14 14 46 14 22 28 16 0 58 13 13 90 13 8 10 19 46 6 32 24 22 31 61 61 85 61 31 7 split_gain=6.31003 6.47576 6.40524 8.4083 5.16855 4.68126 4.3701 4.79564 4.23581 5.37295 5.07592 4.27609 10.9821 5.76668 5.19873 4.33746 4.20781 3.89383 3.654 3.59901 3.47857 4.13955 3.37908 3.20544 3.12179 3.46914 3.09697 4.01795 3.03796 3.50764 threshold=5 4 0 1 3 2 2 3 1 3 3 0 1 1 2 1 0 3 1 1 0 1 1 6 0 2 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 4 -4 -3 24 -6 -8 18 -10 -11 16 15 -14 -15 -13 17 -12 -9 -17 -18 -22 -19 -24 -5 -26 -27 -28 29 -20 right_child=1 2 3 5 6 -7 7 8 9 10 11 12 13 14 -16 19 20 22 28 -21 21 -23 23 -25 25 26 27 -29 -30 -31 leaf_parent=0 1 4 3 24 6 5 7 18 9 10 17 15 13 14 14 19 20 22 29 19 21 21 23 23 25 26 27 27 28 29 leaf_value=0.0322518 0.0402837 -0.0460668 -0.000572436 -0.0410969 -0.039664 -0.0377586 0.0424225 -0.0245755 0.0280381 0.0411889 -0.0452157 -0.031199 0.0360322 -0.00860538 -0.0388996 -0.0343427 -0.0237987 -0.0290914 0.00378684 0.0122599 0.0474066 -0.0115932 -0.0503011 0.00603637 -0.0510542 -0.026717 -0.0305642 0.0387433 0.0105861 0.0619261 leaf_count=309 156 224 5002 1220 394 4099 171 182 364 126 167 354 137 1360 4974 213 4032 343 198 2679 146 713 180 8164 202 129 313 227 2100 128 internal_value=0 -0.00912308 -0.0147624 -0.111079 0.00942174 -0.255693 0.0144241 0.0193125 0.0138018 -0.00587783 -0.0164459 -0.0233646 -0.0973975 -0.243857 -0.280396 0.0431977 0.0109019 0.0357402 0.115311 0.0880753 -0.13612 0.0689358 0.0438365 0.0542469 -0.0905837 0.00805 0.0966128 0.228567 0.144702 0.390348 internal_count=39006 38697 38541 11192 27349 6190 27125 26731 26560 23952 23588 23462 9717 6471 6334 3246 13745 8854 2608 2892 4891 859 8687 8344 2091 871 669 540 2426 326 Tree=738 num_leaves=31 split_feature=16 42 87 42 42 70 24 47 14 31 41 69 8 4 57 52 16 78 54 37 24 85 35 16 41 19 47 33 69 70 split_gain=7.42389 5.44576 4.79666 4.08092 4.02231 4.00098 4.54961 4.37176 4.203 4.6344 6.4219 4.01 4.11947 3.19566 3.43822 3.22331 3.74766 3.57829 3.45737 3.00427 2.86551 3.68616 3.50077 3.42502 3.3829 3.32807 5.24111 3.31511 3.83813 2.80659 threshold=5 1 3 3 2 5 0 0 0 2 0 5 2 1 2 2 2 3 2 0 1 0 2 2 0 0 2 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 11 -8 9 10 -9 -7 -13 -14 -15 -16 19 -18 -19 -17 22 -22 -11 -24 25 26 -23 28 -25 -20 right_child=1 2 3 4 5 6 7 8 -10 20 -12 12 13 14 15 16 17 18 29 -21 21 24 23 27 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 11 7 10 8 22 10 12 13 14 15 19 17 18 29 19 21 26 23 28 24 25 26 27 28 29 leaf_value=0.0446209 -0.0283263 -0.0453235 -0.0476368 -0.032731 0.0547567 0.0607161 -0.0167588 0.00616392 -0.0215028 0.047021 0.0875799 -0.0323502 0.0339282 -0.0367812 0.0491735 0.0142194 0.0382186 0.0289684 0.0248036 0.058561 -0.0320719 0.0531391 0.0498746 -0.0253756 -0.0270323 0.0395305 -0.0212309 0.0222666 0.0171678 -0.00132867 leaf_count=165 3638 1017 425 1104 109 116 6860 287 3457 226 223 465 518 355 183 257 106 384 229 153 1286 230 139 1486 770 251 1356 629 507 12075 internal_value=0 -0.00939971 0.00125367 0.00712792 0.0118865 0.0186379 0.0142456 -0.0505521 0.00579125 0.0483224 0.363315 0.0553543 0.0484002 0.0591336 0.0477612 0.0563443 0.0485053 0.0288347 0.0168733 0.253871 0.00911445 -0.088463 0.0971146 0.0436396 0.0118321 0.120316 -0.0312943 -0.00539779 -0.110318 0.00139749 internal_count=39006 38841 35203 34186 33761 32657 32548 17707 10847 7390 510 14841 14725 14260 13742 13387 13204 12794 12688 410 6880 3893 2987 2761 2607 1837 1586 2622 1993 12304 Tree=739 num_leaves=31 split_feature=54 13 40 87 56 72 47 48 2 47 38 5 31 78 59 37 84 47 44 19 31 47 33 85 42 84 85 42 47 3 split_gain=5.62821 5.39438 5.35812 5.15907 5.60074 5.21098 5.12127 4.94023 4.64669 4.4539 4.37611 4.20727 4.18576 3.90554 3.86094 3.58498 3.50621 3.47017 3.32146 4.29476 3.79658 3.68527 3.38474 3.31376 3.27906 3.25595 3.24034 4.26477 3.30548 3.21833 threshold=3 0 1 2 1 1 10 1 0 1 1 1 5 2 0 0 0 9 1 0 0 4 3 1 4 0 3 3 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 25 -5 7 -3 -6 10 14 15 -12 -11 -14 -8 -7 -10 -15 19 23 22 -22 -20 -19 -24 -4 28 -28 -26 -16 right_child=1 6 3 4 5 8 9 -9 16 12 11 -13 13 17 29 -17 -18 18 20 -21 21 -23 24 -25 26 -27 27 -29 -30 -31 leaf_parent=0 2 6 25 4 7 15 14 7 16 12 11 11 13 17 29 15 16 23 22 19 21 21 24 23 28 25 27 27 28 29 leaf_value=-0.0401414 -0.0169576 0.0406178 0.0259995 -0.0290353 -0.0583309 0.019348 -0.00278056 0.013199 -0.0344147 -0.0451962 0.0518593 -0.00450721 -0.0246976 0.0320323 -0.0395625 -0.0169055 -0.00111419 0.0618519 0.04019 -0.0184269 -0.0298087 -0.00214319 -0.0267601 0.0185461 0.00511962 -0.00421122 -0.0245694 0.00389093 0.0289774 0.00979778 leaf_count=489 2496 123 428 1921 207 648 2284 1533 2813 153 128 10501 313 169 340 253 428 117 100 201 243 2263 100 266 353 174 141 9249 337 235 internal_value=0 0.00078679 -0.0329224 -0.0195983 -0.0305698 -0.0220262 0.0214578 0.10639 -0.0386358 0.0186839 -0.0266978 -0.041014 0.032398 0.0345767 -0.0494798 0.123979 -0.218563 0.0380896 0.034937 0.205037 0.0298743 -0.0514516 0.0423382 0.303998 0.0394397 0.155772 0.0427545 0.0337381 0.155506 -0.272698 internal_count=39006 38517 21530 19034 18432 16511 16987 1740 14771 16864 11530 10629 14005 13852 2859 901 3241 13539 13370 584 12786 2506 10280 383 10180 602 10080 9390 690 575 Tree=740 num_leaves=31 split_feature=13 0 87 67 54 56 46 0 91 16 69 28 91 16 25 45 65 55 69 9 53 13 11 56 88 79 31 42 31 76 split_gain=5.685 4.97315 4.47057 4.78951 4.63068 3.91548 4.48867 3.62208 3.53065 3.52281 3.89955 3.41781 3.39879 3.27771 3.25382 3.43987 4.15692 3.92744 4.8381 4.32808 3.9594 3.82124 3.81479 3.7913 3.60818 3.2172 3.50369 3.52171 3.01396 3.59423 threshold=15 4 10 2 4 2 2 3 3 2 0 1 4 4 3 1 4 1 3 4 3 11 1 1 1 4 2 5 6 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 11 -9 10 -10 -8 -11 -14 -15 22 -17 18 -18 -19 -20 -21 -16 -23 -22 -25 -27 -28 -29 -30 right_child=1 2 3 4 5 6 7 8 9 12 -12 -13 13 14 15 16 17 19 20 21 24 23 -24 25 -26 26 27 28 29 -31 leaf_parent=0 1 2 3 4 5 6 11 8 10 12 10 11 13 14 22 16 18 19 20 21 24 23 22 25 24 26 27 28 29 29 leaf_value=0.0420914 -0.0336273 0.0321008 -0.0242151 -0.0576689 -0.0350673 -0.0399066 0.0132328 -0.0345198 0.00221996 -0.0559286 -0.0454215 -0.041172 -0.0536447 -0.0415522 -0.0201614 -0.0309397 0.0501419 -0.0456958 -0.0351395 0.0239358 0.0385708 -0.0155611 0.0163498 0.0460105 0.0073282 -0.0145004 0.0320933 0.0147629 -0.0557561 0.00154308 leaf_count=114 326 119 926 193 1124 439 104 525 511 200 458 432 229 668 246 344 131 103 137 251 347 2014 1837 320 1629 1357 101 477 122 23222 internal_value=0 0.00891064 0.0111766 0.00889232 0.011935 0.0132048 0.0149454 0.0167076 0.0189952 0.0205917 -0.204249 -0.241737 0.0231831 0.0241593 0.0251391 0.0263787 0.0206372 0.0228783 0.12066 0.0156831 0.08745 0.0174442 0.12724 0.0141203 0.113087 0.0184967 0.0170325 0.0213927 0.0189581 0.0140683 internal_count=39006 38892 38566 38447 37521 37328 36204 35765 35229 34704 969 536 33735 33535 33306 32638 30555 30211 2244 27967 2113 27864 2083 27613 1976 25599 25279 23922 23821 23344 Tree=741 num_leaves=31 split_feature=82 81 14 66 57 8 8 41 1 0 59 8 42 0 24 48 47 24 24 24 31 52 54 55 25 53 59 7 53 42 split_gain=5.78102 5.13498 5.09672 5.06535 4.49252 3.94217 4.00693 4.45299 4.50647 4.83235 4.9015 4.12513 3.97057 4.40942 3.77458 3.56378 3.40154 3.84512 3.6736 3.37394 3.29444 5.04215 3.49696 3.27713 3.14309 3.05973 2.97765 3.02485 2.93961 3.56773 threshold=1 1 20 7 1 3 1 3 1 3 3 2 3 1 9 2 8 8 6 7 0 1 2 1 0 0 2 2 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 23 -8 -9 -10 -11 -12 -13 24 -15 -16 -17 -18 -19 25 22 -22 -21 -7 -14 -20 -24 -28 -29 -30 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 -23 26 -25 -26 -27 27 28 29 -31 leaf_parent=0 1 2 3 4 5 23 7 8 9 10 11 12 24 14 15 16 17 18 25 22 21 21 26 23 24 25 27 28 29 29 leaf_value=-0.0286382 -0.0405511 0.068516 -0.0524584 -0.024824 -0.0596169 0.0342712 0.032732 -0.0330816 -0.0456661 0.0687991 -0.0310221 0.0364679 -0.0225519 0.0401438 -0.0532383 -0.0493723 0.034668 0.0256734 0.0496886 -0.0363861 0.0296297 -0.0181323 0.0322245 -0.0201992 0.0193471 -0.00902031 -0.0245061 0.0294297 0.0166849 0.00150246 leaf_count=2540 1574 107 929 1929 271 256 592 1317 315 183 824 309 2113 193 423 226 224 455 199 360 584 5213 301 2407 294 119 741 566 1294 12149 internal_value=0 0.00789025 0.013139 0.00989355 0.0139687 0.0213921 0.0242362 0.0345851 0.0273699 0.0334846 0.038358 0.0345913 0.0405983 0.0343394 0.0467851 0.0408691 0.0443824 0.0479767 0.0406085 0.0306392 0.0233064 -0.108112 0.039087 -0.149062 -0.15015 0.31295 0.0452061 0.0375126 0.0453877 0.0364573 internal_count=39006 36466 34892 34785 33856 31928 31657 28994 28402 27085 26770 26587 25763 25454 23047 22854 22431 22205 21981 21526 21208 5797 15411 2663 2407 318 15051 14750 14009 13443 Tree=742 num_leaves=29 split_feature=33 37 13 42 47 84 56 8 25 13 13 66 47 47 39 39 37 13 69 61 85 66 7 14 66 7 13 39 split_gain=12.8946 3.25871 2.34573 2.14332 2.62237 2.69928 2.46158 2.00217 1.91217 1.82526 3.44473 1.80651 2.09731 2.53415 1.55488 0.877532 0.836898 0.708094 0.684339 0.476567 0.572786 0.264712 0.202241 0.176056 0.567062 0.171951 0.165487 2.87482e-06 threshold=0 0 2 1 3 0 1 1 0 0 1 0 2 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=18 2 -2 22 25 6 -6 -8 9 11 -11 15 -13 -14 -15 -9 17 -3 19 -1 23 -10 -4 24 -21 -5 -22 -20 right_child=1 16 3 4 5 -7 7 8 21 10 -12 12 13 14 -16 -17 -18 -19 27 20 26 -23 -24 -25 -26 -27 -28 -29 leaf_parent=19 2 17 22 25 6 5 7 15 21 10 10 12 13 14 14 15 16 17 27 24 26 21 22 23 24 25 26 27 leaf_value=-0.0502794 0.0418038 -0.00206431 -0.0342262 0.0285323 -0.0295304 -0.0370842 -0.0314275 0.0290167 -0.00280748 0.0215205 -0.0431511 0.0451284 0.0275497 -0.037414 0.00718603 0.0601417 -0.0460899 -0.034894 -0.0501654 -0.0132128 -0.0335807 -0.0244119 -0.0156787 -0.0133531 -0.039128 0.0454243 -0.0501082 -0.0501034 leaf_count=3149 396 821 333 245 470 706 326 646 387 470 561 242 505 411 235 230 1380 694 4365 3019 2630 452 241 2401 3755 210 4019 5707 internal_value=0 0.0190473 0.057124 0.0339908 0.0621962 0.0272789 0.0586266 0.093315 0.120216 0.1618 -0.0397373 0.222861 0.125686 0.035429 -0.153483 0.386175 -0.247489 -0.149784 -0.371727 -0.325639 -0.29381 -0.148231 -0.253814 -0.229884 -0.268424 0.374517 -0.418874 -0.501327 internal_count=39006 9961 7066 6670 6096 5641 4935 4465 4139 3300 1031 2269 1393 1151 646 876 2895 1515 29045 18973 15824 839 574 9175 6774 455 6649 10072 Tree=743 num_leaves=31 split_feature=90 34 14 14 14 66 0 56 10 29 4 21 25 41 66 54 34 41 35 33 65 37 16 28 54 19 70 13 89 66 split_gain=6.3092 6.25236 6.77216 6.45743 8.02142 4.5549 4.36433 4.05507 3.94911 4.04025 4.12024 4.048 5.85264 5.06947 4.05915 4.00055 4.31788 4.95166 4.15438 4.41406 3.87249 4.26477 3.82699 3.81876 3.72596 3.70371 3.5815 3.55364 6.64999 4.02653 threshold=4 2 0 1 2 2 5 5 7 2 2 0 1 1 4 1 0 0 0 0 2 0 1 1 1 0 1 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 5 -4 22 -3 -7 -8 -9 -10 -11 14 13 -13 -12 18 17 -17 -14 -20 -19 -22 -5 26 -24 -26 -16 -25 -29 -30 right_child=1 2 3 4 -6 6 7 8 9 10 11 12 15 -15 23 16 -18 20 19 -21 21 -23 24 27 25 -27 -28 28 29 -31 leaf_parent=0 1 5 3 22 4 6 7 8 9 10 14 13 18 13 26 17 16 20 19 19 21 21 24 27 25 25 26 28 29 29 leaf_value=0.0770081 0.0182805 -0.0114958 -0.00165445 0.0424352 -0.0391538 0.0522322 0.0526635 0.0409893 -0.0440807 -0.0558969 0.0184706 -0.0383464 0.0111792 0.00150604 0.0688832 -0.00126648 -0.00370812 0.0582898 0.0627555 0.00609127 0.0306459 -0.000373866 0.0410356 -0.00121886 -0.0331069 0.0114668 0.00900485 0.0484618 -0.0351172 -0.00841691 leaf_count=106 1711 2813 4874 158 4060 131 103 540 201 117 1101 254 692 824 116 1944 1667 153 328 135 692 374 153 7605 1517 248 696 225 2924 2544 internal_value=0 0.00349502 -0.0079653 -0.101845 -0.226836 0.0172591 0.0325422 0.0281321 0.0240701 0.0189172 0.0234006 0.0270452 0.0792417 -0.0898259 -0.0131549 0.120485 0.0808377 0.149493 0.270028 0.455701 0.240081 0.18785 -0.0285947 -0.0319792 -0.104381 -0.180174 0.178815 -0.0501836 -0.152285 -0.194313 internal_count=39006 38900 37189 11010 6136 26179 23366 23235 23132 22592 22391 22274 7063 1078 15211 5985 4830 3163 1155 463 1219 1066 2076 14110 1918 1765 812 13298 5693 5468 Tree=744 num_leaves=31 split_feature=16 85 42 35 56 31 42 31 58 38 10 21 19 71 85 7 21 89 91 84 90 39 66 35 84 65 74 24 87 72 split_gain=4.14129 3.92401 3.57441 6.78096 4.29847 4.45228 3.42407 3.56708 4.01382 5.09319 4.77556 5.13888 4.94347 3.8884 3.84416 3.49858 3.44099 2.82729 3.38026 2.91214 3.2955 3.17504 2.83735 2.76362 2.63433 2.59982 4.5078 5.08224 3.43597 3.06279 threshold=5 9 3 0 2 4 5 3 1 3 2 2 1 2 2 1 3 2 0 2 2 1 0 0 0 0 1 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 24 -4 -6 -7 14 13 -10 -11 -12 23 -9 -8 -16 -14 22 19 21 -21 -19 -18 -13 -3 26 27 -22 29 -27 right_child=1 2 4 -5 5 6 7 8 9 10 11 12 16 -15 15 -17 17 18 -20 20 25 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_parent=0 1 24 4 3 5 6 14 13 9 10 11 23 16 13 15 15 22 21 18 20 27 21 22 23 24 29 26 27 28 29 leaf_value=0.0396729 0.036081 0.0312976 -0.0258148 0.0847327 0.017906 0.0295014 -0.0372817 0.0632439 0.0249306 0.0175229 -0.0277851 0.0117599 -0.0374864 0.00605396 -0.0144556 0.0255019 0.0641202 0.0515255 -0.0243646 0.0329861 0.038963 0.00153914 0.00135368 -0.0116204 -0.0170222 -0.0360564 -0.0138606 -0.00795709 -0.0148951 0.0131367 leaf_count=160 160 206 1180 101 734 164 111 137 272 862 2457 2038 964 2060 213 873 129 135 5022 142 473 541 242 850 154 117 14317 968 1069 2155 internal_value=0 -0.011536 -0.0156253 0.226894 -0.0214073 -0.0141145 -0.023657 -0.0283254 -0.0388422 -0.052702 -0.0614666 -0.0722565 -0.05828 0.0978068 0.121199 0.173402 -0.0826906 -0.0742378 -0.0814697 -0.0656918 -0.078151 0.128454 0.214471 0.0626573 0.0427669 -0.0852905 -0.111955 0.0864267 0.0024037 0.0899721 internal_count=39006 38846 38686 461 38225 37045 36311 36147 34950 32753 32481 31619 29162 2197 1197 1086 26274 25310 24939 19917 19241 676 371 2888 360 19099 15758 1441 3341 2272 Tree=745 num_leaves=31 split_feature=12 77 68 65 57 83 77 7 31 57 1 83 24 50 85 45 68 24 71 24 74 66 38 85 27 47 3 17 33 39 split_gain=8.52242 8.02681 7.9108 7.23827 7.41174 6.90393 7.03791 7.33093 7.16084 6.92811 6.68444 6.42043 6.27541 7.81994 6.95026 6.63483 5.41458 5.29804 6.84208 5.5017 5.26362 5.14381 4.6978 4.64891 4.64271 4.53013 4.50845 4.29701 4.245 3.98348 threshold=10 2 5 2 4 1 1 1 1 6 2 2 0 1 0 2 3 2 0 1 1 1 1 1 2 0 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 21 -5 29 7 -7 -9 -8 -11 -12 16 -14 15 -15 -13 18 20 26 -17 -4 -18 27 -23 -10 -19 -16 -27 -6 right_child=1 2 3 4 5 6 9 8 25 10 11 12 13 14 23 17 22 19 -20 -21 -22 24 -24 -25 -26 28 -28 -29 -30 -31 leaf_parent=0 1 2 21 4 29 7 9 8 25 10 11 16 13 15 27 20 22 26 18 19 20 24 22 23 24 28 26 27 28 29 leaf_value=0.0574363 0.019732 0.0484211 -0.0208384 0.0349585 0.00487482 0.0274871 0.0560836 0.0273708 0.00832209 0.020074 0.0411208 0.0384086 0.0411403 0.0521323 0.0150992 -0.0252213 -0.0209058 0.0197539 -0.0260849 -0.0334109 0.0310296 0.0723282 -0.00175984 -0.0318129 0.0136076 -0.0285617 -0.0120929 -0.0191023 0.00479184 0.0480605 leaf_count=168 688 111 350 259 293 487 107 320 462 485 106 123 128 146 562 134 1090 339 580 2013 727 113 12251 5965 2016 550 3609 4427 219 178 internal_value=0 0.00179609 -0.0084666 -0.0126913 -0.0272731 -0.0330698 -0.0404598 0.0705272 -0.00328444 -0.059939 -0.063969 -0.0731467 -0.0781314 -0.126844 -0.137857 -0.0782104 -0.0291887 -0.0924359 0.0731298 -0.134545 0.206086 0.119033 -0.0391672 -0.227994 0.160863 -0.0756862 -0.0890399 -0.127803 -0.176395 0.24652 internal_count=39006 38838 38150 38039 35560 35301 34830 2038 1551 32792 32685 32200 32094 18630 18502 7548 13464 7402 1441 5961 861 2479 13341 10954 2129 1231 3948 4989 769 471 Tree=746 num_leaves=31 split_feature=52 52 42 42 42 52 7 5 59 7 58 13 13 13 31 45 0 61 85 70 58 30 91 41 31 74 67 72 87 36 split_gain=6.52963 6.60486 6.5474 6.07556 6.163 5.77373 5.69047 4.88397 5.02205 5.26503 4.48196 4.47852 9.90514 7.06975 5.47414 4.9783 4.31814 4.24525 4.18872 3.8472 3.68161 4.24268 3.38359 3.32962 3.33283 3.30237 3.19599 3.07503 3.21486 2.98995 threshold=3 5 3 1 2 4 6 1 3 7 4 0 1 2 0 1 3 7 0 4 2 1 0 0 2 5 1 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=18 -2 -3 22 -5 -6 -7 -8 -9 -10 -11 15 23 27 -15 -12 -17 -18 -1 -19 -21 -22 -4 -13 -25 -23 -26 -14 -29 -27 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 -16 16 17 19 -20 20 21 25 -24 24 26 29 -28 28 -30 -31 leaf_parent=18 1 2 22 4 5 6 7 8 9 10 15 23 27 14 14 16 17 19 18 20 21 25 22 24 26 29 26 28 28 29 leaf_value=-0.0139516 0.0546332 -0.0562306 -0.0338208 -0.0394631 0.0452958 0.0388409 -0.0355495 0.0396287 0.0431937 0.0348557 -0.0205504 -0.00319832 -0.044925 -0.039798 -0.00513968 0.0393119 0.038207 -0.0497468 0.0522948 0.0356943 -0.0357567 0.0448259 0.000637967 0.0476127 0.0499055 -0.0104154 0.00234487 0.0119591 -0.0205312 0.00370165 leaf_count=102 103 459 2891 1130 132 167 442 299 116 141 1203 3271 173 5514 879 185 113 130 221 207 791 107 707 163 184 1836 1274 1163 918 13985 internal_value=0 -0.00672883 -0.0110452 -0.0067189 0.00371283 0.00966979 0.0045799 -0.00128022 0.00425306 -0.000968088 -0.00599109 -0.0112726 -0.0709284 -0.187769 -0.301192 0.0205597 0.0348798 0.026545 0.355794 0.0180962 0.0235016 0.0154197 -0.220531 0.0323838 0.151165 0.0239476 0.0841554 -0.0259028 0.019879 0.0179793 internal_count=39006 38683 38580 38121 34523 33393 33261 33094 32652 32353 32237 32096 13539 8647 6393 18557 17354 17169 323 17056 16926 16719 3598 4892 1621 15928 1458 2254 2081 15821 Tree=747 num_leaves=31 split_feature=16 35 57 6 72 6 16 76 52 35 25 14 85 90 32 61 16 57 44 69 88 16 84 87 8 7 69 35 15 45 split_gain=5.32684 5.21411 5.62761 5.22109 5.53776 5.46869 4.9217 4.81973 4.82754 4.27461 3.98596 5.72361 4.90844 4.6981 4.09899 3.95234 3.89926 3.63599 3.77278 3.70027 3.54381 3.24274 3.8776 3.44045 3.56449 3.44015 3.39396 4.17263 3.19136 5.91215 threshold=6 7 2 2 4 3 5 4 3 6 0 0 0 2 0 0 4 1 1 4 0 2 2 0 2 2 2 4 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 11 13 20 -11 15 -14 -15 -18 -19 -20 -12 -21 -23 24 -24 -25 -26 -28 29 -29 right_child=1 2 3 4 5 6 7 8 9 10 12 -13 14 16 -16 -17 17 18 19 21 -22 22 23 25 26 -27 27 28 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 13 20 11 15 16 14 15 17 18 19 21 20 22 24 25 26 25 27 29 28 29 leaf_value=0.0567194 0.0490187 -0.0408899 0.0264122 0.0545132 0.0426912 0.0360448 0.0629183 0.0451124 0.0414555 0.0409886 0.00773786 -0.0227965 0.0116586 0.0285972 -0.00216907 0.0691803 -0.0308645 -0.0356481 0.0362083 0.0133513 -0.026943 0.031562 -0.0511371 0.0284213 0.0226671 -0.0251034 0.0389805 0.0644974 -0.0170115 -0.003944 leaf_count=108 131 734 538 200 228 142 206 277 149 226 3439 9242 559 166 710 477 1067 750 314 540 2349 389 232 180 577 4814 140 206 3511 6405 internal_value=0 -0.0010761 -0.00671266 0.000803565 -0.0100463 -0.0157293 -0.0228404 -0.03035 -0.0347075 -0.0406717 -0.046377 -0.0656007 0.0811831 -0.0406455 0.281506 0.455539 -0.0491622 -0.0588444 -0.0463818 -0.0354452 -0.0339162 -0.0441077 -0.0614679 -0.0722017 -0.0447354 -0.206676 -0.0348598 -0.0519923 -0.0652779 -0.0211695 internal_count=39006 38898 38767 38033 37495 37295 37067 36925 36719 36442 36293 28759 7534 19517 1746 1036 19291 19125 18058 17308 5788 16994 16454 16065 11071 4994 10839 10262 10122 6611 Tree=748 num_leaves=31 split_feature=16 63 31 47 84 85 32 71 71 26 90 58 12 23 56 24 15 64 65 67 24 71 47 87 87 88 25 8 39 63 split_gain=5.50984 5.14525 5.62182 5.05435 4.27097 5.11488 4.65513 4.17878 6.2169 6.41303 6.56911 5.62705 5.3697 4.9439 4.87642 4.61154 4.1975 4.2399 5.49087 4.15186 4.05412 3.87294 3.86324 3.82765 3.71605 6.12099 3.70398 3.84075 3.62171 3.29928 threshold=4 1 2 2 0 0 0 0 1 1 1 2 3 0 1 1 4 1 2 2 4 0 0 0 0 0 2 15 3 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 -3 -2 5 6 -5 11 29 -10 -11 -4 -13 15 23 -12 -15 -18 -19 -16 -6 -22 -7 -14 25 -20 -21 -28 -24 -9 right_child=1 2 7 4 20 22 -8 8 9 10 13 12 14 16 19 -17 17 18 24 26 21 -23 28 -25 -26 -27 27 -29 -30 -31 leaf_parent=0 3 2 11 6 20 22 6 29 9 10 15 12 23 16 19 15 17 18 25 26 21 21 28 23 24 25 27 27 28 29 leaf_value=-0.0558209 -0.0258422 -0.0158801 -0.0378882 -0.0358208 0.0360112 -0.0121345 -0.00723651 -0.02159 -0.0298631 -0.0447854 0.0210937 -0.0604656 -0.0375345 -0.0115331 -0.0292836 0.000262362 0.00117798 -0.0205058 0.0309141 -0.0314747 -0.0154264 0.00694334 0.0410808 0.00129457 0.0410063 -0.0075235 0.0277773 0.000884918 0.00159226 0.000849395 leaf_count=292 821 2031 260 2143 115 739 772 394 140 109 369 198 1415 152 447 1087 288 114 692 687 583 920 101 279 539 273 133 18034 823 4056 internal_value=0 -0.00323431 0.00811517 -0.0619329 -0.0413766 -0.0889765 -0.212287 0.0133193 0.0491865 0.101017 0.115448 -0.00524383 -0.0016024 0.126314 0.000571541 0.0591841 0.196259 0.222385 0.264701 0.00617014 0.0378281 0.00824681 -0.030356 -0.212851 0.294206 0.208156 0.00966174 0.0125663 0.0581726 -0.00685108 internal_count=39006 38714 31697 7017 6196 4578 2915 29666 8213 3763 3623 21453 21193 3514 20995 1456 2058 1906 1618 19301 1618 1503 1663 1694 1504 965 18854 18167 924 4450 Tree=749 num_leaves=31 split_feature=54 90 33 86 69 87 54 84 47 35 23 54 28 14 25 47 31 33 35 40 84 63 63 67 79 26 19 86 24 32 split_gain=5.34258 4.71044 4.75429 4.62602 4.47227 4.5598 5.64071 4.58707 6.43143 6.30891 5.33032 5.46028 8.04864 4.94551 4.3319 4.0066 3.78895 3.64689 3.57158 3.6092 3.52056 3.83155 4.13441 3.4469 3.36992 3.30639 3.28641 3.25666 3.72834 3.1729 threshold=3 1 5 3 3 0 2 0 6 0 2 1 1 3 0 5 2 0 2 2 1 1 0 2 0 1 0 2 5 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 29 17 6 -6 8 9 -8 -10 12 -12 -13 16 -7 -15 -5 -9 -20 21 -21 26 -18 -22 -17 -23 -27 -29 -4 right_child=1 2 3 4 5 15 7 18 10 -11 11 13 -14 14 -16 25 23 -19 19 20 24 22 -24 -25 -26 27 -28 28 -30 -31 leaf_parent=0 1 2 29 17 6 15 9 18 10 9 12 13 12 16 14 25 23 17 19 21 24 26 22 23 24 27 26 28 28 29 leaf_value=-0.0398576 -0.0180353 0.0449841 -0.0604909 0.0180612 -0.0349244 0.0200789 0.0134317 -0.0449242 -0.0200498 0.102322 0.0239031 0.018414 -0.0390809 -0.032526 -0.0236805 0.0193813 -0.0465305 -0.0124778 -0.0440595 -0.0268069 0.00995924 0.00151016 0.0244964 -0.000268779 0.0381513 -0.0176772 -0.0358288 0.0192293 0.00186896 -0.00534327 leaf_count=486 1868 162 231 1083 804 521 198 197 2603 103 306 337 1641 665 3205 438 197 344 106 349 1240 994 289 9710 209 419 246 444 9443 168 internal_value=0 0.0108283 0.0147347 0.0129669 0.0152333 0.00906982 -0.0195182 -0.0135087 -0.0387255 0.326114 -0.0474745 -0.0297717 -0.242653 -0.0152282 -0.0302542 0.0365119 -0.0165927 0.13391 0.0515565 0.0606894 0.0700778 -0.00469348 0.0377339 -0.00806778 0.132624 0.0282878 -0.0298237 0.0212149 0.027288 -0.318602 internal_count=39006 38520 36652 36490 36091 34664 23399 22595 18965 301 18664 16061 1947 14114 13777 11265 10572 1427 3630 3433 3327 1878 1529 9907 1449 10744 1240 10306 9887 399 Tree=750 num_leaves=31 split_feature=82 59 57 14 8 7 41 24 75 85 38 47 47 86 17 48 91 52 15 59 25 53 25 87 15 32 14 53 23 32 split_gain=5.78771 5.11825 5.76833 5.76807 4.79524 5.15487 4.87279 4.78704 4.42754 4.25623 4.15629 5.24365 7.64703 3.85113 5.50502 4.23707 4.14175 5.52589 3.83602 3.79239 6.68651 4.42713 5.79434 3.35786 3.23366 3.20531 3.05597 3.01858 2.78546 2.66046 threshold=1 0 1 0 2 2 4 8 0 0 1 0 1 1 0 1 1 2 0 1 0 0 0 0 0 0 0 0 4 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 9 -4 -6 -7 -8 13 27 -11 24 23 -9 15 -15 18 25 26 20 -5 -21 -23 -13 -12 -18 -17 -3 -19 -22 right_child=1 3 4 19 5 6 7 8 -10 10 11 12 -14 14 -16 16 17 28 -20 21 29 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=0 2 27 4 20 5 6 7 13 8 10 24 23 12 15 14 26 25 28 18 21 29 22 22 23 24 25 26 27 28 29 leaf_value=-0.0298621 -0.0382735 0.000266098 -0.0452003 0.000139184 -0.0326539 0.0490776 0.0348939 0.0151162 -0.0175286 0.065909 0.0415672 -0.0162484 -0.0395193 -0.0369355 -0.0185255 0.0181919 0.00344046 -0.0370931 0.000231162 0.00223793 0.0129128 0.0910325 0.00915679 0.0546983 0.00114414 0.0684641 0.0584684 -0.0385576 -0.000923346 0.0736885 leaf_count=2528 1423 1452 642 878 1294 152 237 2002 3978 206 271 212 792 588 3263 588 140 589 751 224 164 230 315 114 325 147 198 3443 11752 109 internal_value=0 -0.000207771 -0.0220828 0.0990418 -0.013803 -0.00800795 0.000675438 -0.00480476 -0.0123472 -0.00069852 0.0909448 0.04671 -0.144789 0.00312076 -0.0130932 0.00901953 0.0177581 -0.00445521 0.16662 0.234873 0.137954 0.45194 0.637161 0.267821 0.225172 0.410987 0.310172 -0.189884 -0.0166594 0.53085 internal_count=39006 36478 27743 8735 26321 25679 24385 24233 23996 6815 1920 1714 1118 20018 18016 14753 14165 12628 1537 1920 1151 769 545 326 596 287 786 4895 12341 273 Tree=751 num_leaves=30 split_feature=33 42 84 42 74 33 33 33 33 91 84 88 47 39 14 7 61 14 32 69 39 53 47 24 7 15 39 15 39 split_gain=10.7483 2.92267 3.01476 2.56539 2.60991 1.74773 2.52515 2.68424 1.91843 1.33859 1.29397 1.16326 1.63275 1.16154 1.04735 1.01586 0.995096 0.920921 0.79266 0.787569 0.59171 0.811223 0.543577 1.21826 0.295589 0.303406 0.190747 0.0767472 2.37791e-06 threshold=0 2 0 1 0 1 2 3 4 0 1 0 2 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=19 -2 3 15 5 16 18 9 -9 -8 14 12 -10 -6 -4 -3 17 -5 -7 20 21 22 -1 -24 27 -26 -22 -14 -21 right_child=1 2 10 4 13 6 7 8 11 -11 -12 -13 24 -15 -16 -17 -18 -19 -20 28 26 -23 23 -25 25 -27 -28 -29 -30 leaf_parent=22 1 15 14 17 13 18 9 8 12 9 10 11 27 13 14 15 16 17 18 28 26 21 23 23 25 25 26 27 28 leaf_value=-0.00094944 -0.0507434 -0.0448487 -0.0324564 -0.00870348 -0.0319195 -0.0247677 0.0127968 -0.000574761 0.00721066 -0.0293762 -0.0532055 0.00901117 0.0550394 0.00722966 0.0117479 -0.00479478 -0.0285224 0.0281685 0.00862399 -0.0501569 -0.0332814 -0.0502315 -0.0104198 -0.0502328 0.0458062 0.0241113 -0.0501299 0.0462776 -0.0500991 leaf_count=1799 300 395 716 1032 1041 425 119 120 165 123 847 113 594 485 325 308 1446 343 324 4387 3235 3802 2942 2197 429 112 5048 161 5673 internal_value=0 0.00345009 0.0213641 0.0556753 0.0863968 0.12606 0.170244 0.223643 0.295343 -0.0327489 -0.263423 0.351182 0.397473 -0.176785 -0.118226 -0.247587 -0.0559886 0.0463056 -0.100215 -0.358121 -0.308428 -0.248456 -0.190151 -0.257659 0.458852 0.379523 -0.428474 0.513025 -0.501265 internal_count=39006 9923 9623 7735 7032 5506 2685 1936 1694 242 1888 1574 1461 1526 1041 703 2821 1375 749 29083 19023 10740 6938 5139 1296 541 8283 755 10060 Tree=752 num_leaves=31 split_feature=56 10 10 10 56 56 56 14 16 44 14 47 18 21 33 33 86 58 19 32 14 56 37 91 24 41 31 2 25 88 split_gain=6.21487 5.80182 5.82079 5.91579 6.02901 6.30194 5.89961 5.60632 5.98354 5.12842 5.78988 5.1153 5.00703 4.33895 4.70059 5.53351 4.24307 4.68905 4.13554 6.36069 4.07883 3.84625 3.7483 3.68463 3.6129 3.56323 3.49993 3.44664 3.43903 3.91973 threshold=4 7 8 9 2 3 5 0 2 1 1 8 2 2 0 1 3 3 0 0 2 1 0 2 1 1 6 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=27 -2 -3 -4 22 -6 -7 8 18 -9 21 -10 -13 -14 16 23 -15 -18 24 -20 -12 -11 -5 -16 -8 -23 -19 -1 -27 -30 right_child=1 2 3 4 5 6 7 9 11 10 20 12 13 14 15 -17 17 26 19 -21 -22 25 -24 -25 -26 28 -28 -29 29 -31 leaf_parent=27 1 2 3 22 5 6 24 9 11 21 20 12 13 16 23 15 17 26 19 19 20 25 22 23 24 28 26 27 29 29 leaf_value=0.055483 0.0370352 0.0378205 0.0402525 0.0265247 0.023346 0.0447166 0.0416656 0.029081 -0.0591486 0.0175483 -0.011519 -0.0417378 0.012203 0.0470011 0.0341963 -0.0291655 0.0461595 -0.0440657 0.0183008 0.0940045 -0.0395435 -0.0325443 -0.00224957 -0.00806986 -0.0149086 -0.0147676 -0.00134198 0.00173503 0.0325144 -0.0173397 leaf_count=194 702 693 609 705 561 167 151 363 256 360 1890 283 1573 118 179 2462 102 246 254 128 3985 676 454 2711 344 3050 15267 106 265 152 internal_value=0 -0.0013599 -0.00655575 -0.0116622 -0.0165472 -0.0287155 -0.037624 -0.0422875 -0.0180517 -0.131785 -0.153819 -0.0308159 -0.0260818 -0.0193859 -0.0357159 -0.127166 -0.00520008 -0.0122698 0.212428 0.412198 -0.280073 -0.0662156 0.154912 -0.0473416 0.0184661 -0.117707 -0.0202214 0.351575 -0.0503811 0.133322 internal_count=39006 38706 38004 37311 36702 35543 34982 34815 24074 10741 10378 23197 22941 22658 21085 5352 15733 15615 877 382 5875 4503 1159 2890 495 4143 15513 300 3467 417 Tree=753 num_leaves=31 split_feature=44 84 9 42 32 88 42 23 22 85 61 30 43 16 39 74 42 41 36 77 39 71 38 7 7 85 39 33 86 1 split_gain=3.98752 4.0454 3.96894 3.53719 4.64292 3.48916 3.19871 6.05955 3.86725 3.41663 3.47892 3.99892 5.4362 3.54281 3.52318 5.03301 3.55091 3.95427 3.41751 3.32536 3.26139 3.19153 2.9937 7.25385 3.7293 3.10419 3.19538 2.95497 4.35267 4.48703 threshold=3 5 5 5 3 0 4 0 4 9 0 1 0 4 0 2 2 2 2 1 1 0 1 0 4 1 1 0 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 5 -5 7 -6 -8 -10 22 12 21 -13 16 -16 -15 -18 -17 -20 -14 -12 23 25 -24 -11 -27 28 -26 -30 right_child=1 2 3 4 6 -7 8 -9 9 10 11 13 20 14 15 18 17 -19 19 -21 -22 -23 24 -25 27 26 -28 -29 29 -31 leaf_parent=0 1 2 3 5 7 5 8 7 9 25 21 13 20 16 15 18 17 17 19 19 20 21 24 23 28 26 26 27 29 29 leaf_value=0.033901 0.0366866 0.0437436 0.0308707 -0.0498949 -0.0291515 0.00143655 0.0365797 0.0594583 0.0372234 -0.00805716 -0.0466483 0.0339786 0.0847579 0.0381942 0.0251498 0.012941 0.0312783 -0.00939133 0.00775119 -0.0267502 0.0205926 0.0228859 0.0573126 -0.022268 0.0458502 0.0754291 0.025792 0.00792954 -0.0328235 -0.00349248 leaf_count=128 228 121 159 985 102 382 115 134 138 226 259 138 114 140 262 238 466 5654 328 7118 349 136 105 424 102 122 676 4084 793 14780 internal_value=0 -0.0106857 -0.0148947 -0.0183798 -0.0227083 -0.306159 -0.0160653 0.288006 -0.0204316 -0.0246471 -0.0283111 -0.0803716 0.161826 -0.100327 -0.110857 -0.177155 -0.0396745 -0.0630684 -0.20753 -0.235629 0.417425 -0.175862 0.000392793 0.131158 -0.0148629 0.261913 0.341086 -0.0195824 -0.0419988 -0.0500008 internal_count=39006 38878 38650 38529 38370 1367 37003 236 36767 36652 36514 15202 858 14344 14206 7946 6260 6120 7684 7446 463 395 21312 1448 19864 1024 798 19759 15675 15573 Tree=754 num_leaves=31 split_feature=67 57 12 12 57 84 8 4 65 31 71 71 43 72 46 24 5 74 74 74 0 47 69 85 74 21 32 35 47 31 split_gain=8.98498 7.61749 7.32375 7.28596 6.59038 6.63749 6.49423 6.66474 6.63025 5.94675 5.35881 7.79266 5.25331 5.19039 4.94807 5.14524 4.39617 4.35853 5.72655 7.27413 5.64428 4.43378 5.93355 4.85606 4.40042 3.98285 4.46469 4.94131 4.32718 4.65334 threshold=6 4 11 10 7 0 2 2 0 3 0 1 2 3 1 0 1 0 1 4 1 0 1 1 2 3 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 6 -6 -8 9 -9 12 -12 -7 -10 15 -11 -15 20 -19 -20 21 -16 -23 -24 -21 -22 27 28 29 -27 right_child=1 2 3 4 5 10 7 8 13 14 11 -13 -14 16 17 -17 -18 18 19 24 25 22 23 -25 -26 26 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 6 12 7 9 13 15 11 11 12 16 21 15 16 18 19 24 25 22 23 23 24 29 26 27 28 29 leaf_value=0.0533598 0.0351416 0.0490782 0.0537701 0.0520485 0.0228026 0.0283731 0.0485448 0.0196307 0.0516433 -0.00761026 -0.00463032 -0.0344861 -0.00634401 0.0412558 0.0351767 0.0312354 0.0031779 -0.0114827 -0.0320047 -0.00648276 0.0288777 0.0566556 0.034443 -0.0349437 0.0222575 -0.0068933 -0.0276396 -0.0270025 -0.0112889 0.0325069 leaf_count=104 309 135 161 121 827 278 134 532 104 394 1477 2916 3234 152 356 320 7203 2102 137 404 296 185 300 739 944 1047 5249 1808 6408 630 internal_value=0 -0.00184319 -0.00726878 -0.0110255 -0.0144432 -0.0176342 0.00410812 -0.00551414 -0.0102114 -0.045706 -0.0971746 -0.191014 -0.0278632 0.0550437 -0.058959 0.123885 0.0438889 -0.0743542 -0.0032556 0.0879303 -0.112165 0.0989741 -0.0561254 -0.192092 0.145495 -0.137422 -0.147308 -0.109873 -0.0667933 0.0995353 internal_count=39006 38902 38593 38458 38297 38176 30271 29444 29310 21851 7905 4393 3512 7459 21319 714 7355 20605 3587 1485 17018 1580 1224 1039 1348 15438 15142 9893 8085 1677 Tree=755 num_leaves=31 split_feature=52 52 42 42 42 7 87 61 22 39 39 0 46 46 46 74 7 67 75 16 21 67 25 61 23 36 47 18 53 74 split_gain=5.68717 5.78952 5.73606 5.1209 5.24842 4.82205 5.01831 6.03865 5.77404 5.31755 6.38981 4.55438 4.41428 3.97467 3.88257 3.95837 3.95581 4.79499 4.31875 4.15939 4.41227 3.96256 6.97759 3.79602 3.76498 3.73532 3.86623 5.22437 3.50249 3.29977 threshold=4 5 3 2 1 6 0 0 1 0 1 4 2 3 1 5 0 3 3 2 4 2 0 1 0 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 28 -6 8 -8 -7 -9 23 -10 -13 -14 24 -16 17 -17 -18 -19 -21 22 -22 -11 -15 -20 -27 -28 -5 -29 right_child=1 2 3 4 5 6 7 9 11 10 -12 12 13 14 15 16 18 19 25 20 21 -23 -24 -25 -26 26 27 29 -30 -31 leaf_parent=0 1 2 3 28 5 8 7 9 11 23 10 12 13 24 15 17 18 19 25 20 22 21 22 23 24 26 27 29 28 29 leaf_value=0.0424423 0.0510715 -0.0532391 -0.0362636 -0.0389344 0.0366165 -0.0284562 -0.0252938 0.0121435 0.040625 -0.0282776 -0.0272825 -0.0299286 -0.0408336 0.0182796 0.0475054 0.0508529 0.0540603 0.0311549 -0.00493964 0.0422523 -0.00461537 -0.00544582 0.0941098 0.0221281 -0.0239493 -0.0016366 -0.0322042 0.0223932 -0.00521811 0.0035803 leaf_count=165 100 467 1133 1739 169 864 5990 1324 167 341 2067 375 174 276 115 123 123 304 1154 285 147 13791 120 444 813 1650 145 1890 1883 669 internal_value=0 -0.00435015 -0.00840792 -0.0044249 0.000816058 0.0105867 0.00529565 -0.0837527 0.0276104 -0.0132206 -0.12379 0.0367697 0.0304866 0.0374257 0.0421452 0.0537793 0.0484257 -0.000561481 0.0950201 -0.0117099 -0.0272734 -0.0397099 0.310341 0.0948287 -0.136364 0.0841082 0.116379 0.158092 -0.198994 0.178573 internal_count=39006 38841 38741 38274 37141 33519 33350 10166 23184 4176 2852 22320 22153 21778 21604 20515 20400 14770 5630 14647 14343 14058 267 785 1089 5507 4354 2704 3622 2559 Tree=756 num_leaves=31 split_feature=13 35 83 5 16 87 65 55 30 9 52 54 42 16 16 84 5 16 77 35 36 72 85 21 16 52 68 52 69 36 split_gain=5.28102 4.694 4.6535 5.08183 4.12972 3.93855 3.84565 3.69589 3.94847 3.69503 4.17265 3.88288 4.60627 4.13492 4.07289 4.01898 3.98045 4.2219 4.77596 4.28809 4.62431 4.4965 3.41213 3.33795 4.4541 3.78238 3.97408 3.59798 3.71057 3.41087 threshold=3 7 1 2 6 3 6 1 1 4 3 2 1 5 2 1 1 3 3 1 1 1 0 1 1 1 1 1 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 15 -13 -14 -15 -12 22 -18 -19 -20 21 -21 -16 25 27 -22 -27 -25 -29 -26 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 -17 17 18 19 20 23 -23 -24 24 29 26 -28 28 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 10 15 12 13 14 22 15 17 18 19 21 25 21 22 27 29 26 26 28 28 29 leaf_value=-0.0363787 0.0479964 0.0303464 0.0644929 0.0509672 -0.043251 0.0457626 -0.0210724 -0.0302364 0.056779 0.0471328 -0.0286863 -0.0318125 0.0370477 0.0158076 0.00709242 0.0252418 0.0220108 0.039834 -0.0210513 -0.0408268 -0.033856 0.0153772 0.0787235 0.0541145 0.0263742 0.0736115 0.0095128 0.0116468 -0.0308538 -0.0151792 leaf_count=1742 121 555 121 101 1077 171 2671 1379 138 221 129 2532 106 843 214 863 299 113 3016 210 459 1904 104 181 513 190 2233 912 427 15461 internal_value=0 0.0106687 0.00527981 -0.00322482 -0.00761938 -0.0121244 -0.00679148 -0.0115647 -0.000757625 0.00727997 0.00312474 -0.00253433 -0.0165326 -0.00594627 -0.0138274 0.175731 -0.031182 -0.0398564 -0.0532601 -0.0624386 -0.0367945 0.106094 0.338868 -0.0704162 -0.0969759 0.0908702 0.170815 0.0731475 0.0117009 -0.136109 internal_count=39006 37264 37143 36588 36467 36366 35289 35118 32447 31068 30930 30709 29717 27185 27079 992 26236 25918 25619 25506 22490 2114 318 20376 17494 2882 2423 1520 1339 15974 Tree=757 num_leaves=31 split_feature=63 17 42 87 34 12 79 58 58 3 68 25 70 47 17 42 66 47 4 39 70 87 66 26 31 47 42 23 13 85 split_gain=5.42671 5.60995 8.18678 8.09087 7.16591 6.37695 5.37111 5.28621 5.28192 4.67416 4.5791 4.6138 4.59858 4.25598 4.55161 4.14608 4.03083 3.9679 10.1559 5.89567 4.18555 5.55672 5.20248 4.8484 5.02719 4.33784 7.19997 5.47028 4.8216 4.32066 threshold=16 0 2 0 0 1 0 2 3 0 1 2 2 2 1 2 1 0 1 3 1 3 3 1 3 1 1 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 4 9 13 5 -2 16 -7 -9 -3 -10 -12 -13 -4 -15 -6 -5 18 -14 -19 22 -22 -21 -23 -25 28 -27 -28 -26 -29 right_child=1 2 3 6 15 7 -8 8 10 -11 11 12 17 14 -16 -17 -18 19 -20 20 21 23 -24 24 25 26 27 29 -30 -31 leaf_parent=0 5 9 13 16 15 7 6 8 10 9 11 12 18 14 14 15 16 19 18 22 21 23 22 24 28 26 27 29 28 29 leaf_value=0.0354337 -0.0133174 0.0338753 -0.0419351 -0.0272711 -0.0539934 -0.0283122 0.0180528 -0.0494785 -0.0129428 -0.0303079 -0.0347014 -0.0202535 0.0462834 -0.00839141 -0.0290807 -0.00907305 -0.00191679 0.0210717 -9.67255e-05 0.0320252 0.026791 -0.023549 -0.0115171 -0.0260297 -0.0212337 0.030301 0.0199102 -0.00861061 0.00376309 0.00798878 leaf_count=106 1757 245 1001 267 139 262 943 140 1099 156 351 521 195 3873 2802 3906 1968 774 8578 159 353 213 1117 318 239 508 960 1363 2833 1860 internal_value=0 -0.0074411 -0.0669673 -0.0876012 0.00482175 0.0146171 -0.0107293 0.0219659 0.0250636 0.235264 0.0268986 0.0322073 0.0344871 -0.173249 -0.143497 -0.109979 -0.0540927 0.0381446 0.0083194 0.0636115 0.0493888 0.0634247 -0.0666684 0.0515698 0.0593653 0.066821 0.105845 0.0753088 0.0128932 0.0326351 internal_count=39006 38900 11255 10854 27645 23600 3178 21843 21581 401 21441 20342 19991 7676 6675 4045 2235 19470 8773 10697 9923 8647 1276 8294 8081 7763 4691 4183 3072 3223 Tree=758 num_leaves=31 split_feature=50 56 91 0 33 24 46 26 21 63 19 65 69 88 74 69 85 53 17 47 66 35 23 55 23 65 87 42 41 47 split_gain=5.67255 4.88536 4.43594 4.67959 4.63547 4.74342 4.04101 3.88417 3.80023 3.7466 4.78276 3.62815 3.57375 3.40125 4.79556 4.55963 3.73189 3.6173 3.62308 3.33818 5.91981 4.68981 3.32963 3.32264 3.1367 3.07941 3.03611 3.0073 4.19249 3.14657 threshold=1 2 0 3 0 0 2 1 5 1 0 4 5 0 0 0 0 2 0 5 1 1 8 1 1 0 0 1 0 7 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 -3 5 -4 -5 -7 -8 10 -9 -10 25 19 15 16 -15 -17 23 20 -14 -22 -21 -19 -25 -13 -23 28 -24 -29 right_child=1 2 4 6 -6 7 8 9 11 -11 -12 12 13 14 -16 17 -18 18 -20 22 21 26 27 24 -26 -27 -28 29 -30 -31 leaf_parent=0 1 3 5 6 4 7 8 10 11 9 10 25 20 16 14 17 16 23 18 22 21 26 28 24 24 25 26 29 28 29 leaf_value=-0.0437259 -0.0395271 -0.0294137 -0.0230492 -0.0409809 -0.0228351 0.048981 -0.0451829 0.0327376 -0.0270725 -0.00446384 -0.0341309 0.0323498 0.040207 -0.0130047 -0.00751452 0.0446891 0.012738 0.0616495 -1.18802e-05 0.0260529 0.042203 -0.0219258 0.01005 0.0449409 0.0125659 -0.00227129 0.00991259 0.0188983 -0.0150385 -0.00117334 leaf_count=695 1145 393 2030 346 2971 123 202 362 361 2369 106 237 201 1435 1174 214 445 108 725 347 104 328 1589 151 626 179 215 322 389 19114 internal_value=0 0.00618485 0.00810767 0.0171766 -0.0695496 -0.0252308 0.0198418 0.0196468 0.0215237 9.57637e-05 0.206544 0.022965 0.0251895 0.0215124 0.0845577 0.12521 0.0148602 0.195389 0.155425 0.0115201 0.136489 0.0274256 0.00578835 0.230431 0.189353 0.201523 -0.0546062 0.0028551 0.0686215 -0.00752487 internal_count=39006 38311 37166 29205 7961 4990 28812 2960 28466 2837 468 28264 27903 27487 4878 3704 1880 1824 1610 22609 848 647 21761 885 777 416 543 21414 1978 19436 Tree=759 num_leaves=31 split_feature=16 81 23 41 41 66 85 87 26 42 23 14 84 53 53 21 84 47 69 39 66 65 69 42 29 24 23 69 52 85 split_gain=5.28951 4.67648 4.58095 4.57413 5.51737 4.62084 3.9795 3.9312 3.82277 3.76438 4.13843 3.2838 5.86848 4.11983 3.83853 3.24314 3.0358 2.94251 2.91744 2.86409 2.66364 2.65094 2.87277 2.7928 2.63644 2.89723 3.15598 2.73298 3.08918 2.90146 threshold=2 1 4 0 1 2 1 0 1 1 1 0 0 0 1 0 3 1 0 2 0 2 3 2 1 5 0 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 7 11 -6 15 8 -4 10 -10 13 17 -5 -14 -7 -11 -13 20 -16 -12 -18 -23 -24 -9 26 -26 -27 -29 -30 right_child=1 2 3 4 5 6 -8 24 9 16 18 12 14 -15 19 -17 21 -19 -20 -21 -22 22 23 -25 25 27 -28 28 29 -31 leaf_parent=0 1 2 8 13 5 15 6 24 10 16 20 17 14 13 19 15 21 17 18 19 20 22 23 23 26 27 26 28 29 29 leaf_value=-0.0426067 -0.0377677 -0.0250762 0.031036 0.00348644 0.0566918 0.0147414 0.00710383 -0.0429161 0.0658568 0.0368484 0.00412 0.0316097 0.05927 -0.0222341 -0.026871 0.0577668 -0.0496308 -0.018588 -0.0266568 0.0230508 0.0606676 0.0300524 0.0205616 -0.0136913 0.0517842 -0.0124004 -0.00162574 0.0378342 -0.00828607 0.00741132 leaf_count=1227 1749 2148 712 1556 500 214 3029 265 179 197 387 176 138 2000 104 282 755 768 331 460 328 323 343 12933 189 1172 191 219 1558 4573 internal_value=0 0.0030097 0.00815747 0.0156718 0.0793518 0.187068 0.145384 -0.015721 -0.069531 -0.0835087 0.113265 0.011556 0.109428 -0.0608037 0.253115 0.348922 -0.11106 -0.0977898 0.0242734 0.155997 0.161094 -0.121453 -0.109591 -0.121712 0.0319485 0.0389842 0.285451 0.0242985 0.0486932 0.0342477 internal_count=39006 37779 36030 33882 9227 4025 3525 24655 16488 15776 1225 5202 1646 3556 702 496 14551 944 1046 564 715 14354 13599 13276 8167 7902 380 7522 6350 6131 Tree=760 num_leaves=30 split_feature=33 10 75 11 56 20 12 25 13 33 33 21 47 63 63 69 85 21 53 39 14 24 23 39 13 91 39 39 39 split_gain=8.96474 3.09233 1.9064 2.39027 2.69248 1.76492 2.16343 2.21747 1.58179 1.79533 2.0526 1.45864 1.29965 2.72713 1.01151 0.907322 0.731465 0.639829 0.570304 0.373675 0.364264 0.267752 0.344662 0.188254 0.153577 0.0402728 0.0167845 0.000128424 2.09513e-06 threshold=0 0 0 1 1 1 1 0 2 2 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=15 2 3 25 -5 -6 -7 8 -8 -10 19 12 26 27 23 16 18 20 21 -11 -3 -1 -23 -4 -18 -2 -12 -14 -17 right_child=1 17 14 4 5 6 7 -9 9 10 11 -13 13 -15 -16 28 24 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 leaf_parent=21 25 20 23 4 5 6 8 7 9 19 26 11 27 13 14 28 24 17 18 19 20 22 22 23 24 25 26 27 28 leaf_value=-0.030752 0.0404515 -0.0277981 -0.0149696 -0.0338578 -0.0342265 -0.0297657 0.0532021 -0.0213018 -0.0152896 0.00341582 0.0333476 0.0503707 -0.00689776 0.0480914 -0.0453421 -0.0501502 -0.0348568 -0.0468842 -0.041687 -0.0191528 -0.00377979 -0.000403641 -0.0215298 0.00260116 -0.0501011 0.0320357 0.0383252 -0.00650126 -0.0500946 leaf_count=1651 322 944 392 417 270 378 225 575 358 750 458 168 268 156 591 4399 3054 1603 4630 889 323 1755 3087 276 4835 244 156 165 5667 internal_value=0 -0.00800116 0.0293909 0.0616856 0.0288452 0.0629417 0.0850886 0.1154 0.154476 0.127344 0.171812 0.247095 0.185684 0.0812922 -0.186345 -0.343551 -0.289702 -0.272847 -0.222165 -0.0474717 -0.188344 -0.167131 -0.121168 -0.0800409 -0.425661 0.367503 0.352378 -0.0673022 -0.501211 internal_count=39006 9928 7058 5799 5233 4816 4546 4168 3593 3368 3010 1371 1203 589 1259 29078 19012 2870 11123 1639 1267 6493 4842 668 7889 566 614 433 10066 Tree=761 num_leaves=31 split_feature=58 87 92 56 10 56 86 56 66 10 74 39 25 91 34 31 87 63 43 21 69 10 10 10 10 22 56 42 36 44 split_gain=7.39309 7.36547 7.5871 6.15986 6.33968 7.51284 10.2222 8.00907 6.43966 9.47085 6.44946 5.76755 5.49436 5.08717 4.7615 4.6518 5.39419 4.41117 4.60443 4.28443 4.62827 4.02627 5.47539 4.59211 4.35033 3.98127 3.83716 4.33907 3.66237 3.60929 threshold=4 0 1 4 0 1 3 2 1 1 0 0 3 0 3 0 1 0 0 0 0 2 1 4 3 2 3 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 -4 5 -5 -7 -8 9 -6 21 13 -9 17 -14 16 19 -3 -19 -13 -21 -10 -23 -24 -25 -16 -27 -28 -17 -12 right_child=1 11 3 4 8 6 7 12 10 -11 29 15 14 -15 25 28 -18 18 -20 20 -22 22 23 24 -26 26 27 -29 -30 -31 leaf_parent=0 2 17 3 5 9 6 7 12 21 9 29 19 14 13 25 28 16 18 18 20 20 22 23 24 24 26 27 27 28 29 leaf_value=0.0551943 0.0255983 -0.0194983 0.0433421 0.0147686 -0.0113364 0.0681206 0.0233946 0.0243936 -0.0113009 0.0464549 -0.0530663 -0.0341241 0.0510861 0.0201433 0.0403077 -0.0368647 -0.0451046 -0.00912317 0.0211764 0.0503116 -0.0136243 0.00262345 -0.0119667 -0.00335262 0.0393651 0.0208862 -0.0599429 -0.0137817 0.0048483 -0.00666027 leaf_count=162 1114 1700 213 1437 332 134 498 200 401 989 154 1674 104 684 146 244 3696 1798 548 316 483 1502 114 158 2353 229 353 14383 1431 1456 internal_value=0 0.00255738 0.0314352 0.0163929 0.00937652 -0.0348176 -0.067383 -0.080113 0.0786642 0.28153 0.039294 -0.0821137 -0.104291 -0.00899785 -0.120402 -0.185081 -0.284432 -0.0629618 0.0307492 -0.113961 0.0868539 0.104161 0.143713 0.261254 0.322075 -0.12846 -0.136564 -0.148766 -0.0378929 -0.107952 internal_count=39006 38844 26270 25156 24943 17484 16047 15913 7459 1321 6138 12574 15415 4730 15215 7844 6169 4046 2346 2473 799 4528 4127 2625 2511 15111 14965 14736 1675 1610 Tree=762 num_leaves=31 split_feature=48 16 49 48 80 14 14 55 27 49 41 78 12 53 12 14 10 53 91 43 75 63 13 85 43 35 92 52 69 39 split_gain=4.15519 4.09596 3.49148 3.78237 3.5786 3.92071 6.38575 4.61868 4.72652 3.82954 3.79106 4.22318 4.4574 3.24429 3.61172 3.22434 3.11288 4.04956 2.8905 2.78754 2.76764 2.86517 2.72848 3.34581 2.70976 3.74084 2.92699 3.00943 2.75416 2.62803 threshold=5 5 4 4 1 0 1 3 2 3 2 3 1 4 2 2 2 0 0 0 0 0 0 0 0 0 1 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 19 -4 29 7 18 -6 -9 -10 -11 -12 -13 -14 -15 22 17 -16 24 -3 -17 -22 23 -8 26 -26 -7 -28 -29 -5 right_child=1 2 3 4 5 6 15 8 9 10 11 12 13 14 16 20 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31 leaf_parent=0 1 19 3 29 7 26 23 8 9 10 11 12 13 14 17 20 16 17 18 19 21 21 22 23 25 25 27 28 28 29 leaf_value=0.0568862 0.038709 0.0405345 0.0455195 0.0499252 0.0612747 0.0429141 -0.0205485 -0.0548992 0.0235691 0.0201745 0.0375984 -0.0202576 -0.0342114 -0.0300249 0.0513879 -0.0378183 -0.000820554 -0.00569544 -0.0290496 -0.00093245 -0.0439955 0.0165377 -0.0241793 0.03202 0.0324365 -0.0105751 -0.0448873 0.023411 -0.00938501 0.00799114 leaf_count=151 159 107 262 123 119 111 649 817 266 1304 183 2417 567 652 249 3605 19068 291 1116 116 156 238 1041 312 504 244 340 387 2175 1277 internal_value=0 -0.0057264 -0.00978625 -0.0158116 -0.019054 -0.0294807 -0.101651 -0.00574389 -0.0100799 -0.00495171 -0.0143452 -0.0251052 -0.0318846 -0.0147869 -0.00764743 -0.21871 0.00143779 0.246407 -0.00534575 0.218164 -0.308287 -0.0548781 -0.0779227 0.0895558 0.0272724 0.171979 -0.0398766 -0.0726394 -0.0277132 0.120482 internal_count=39006 38855 38696 38473 38211 36811 10878 25933 25814 24997 24731 23427 23244 20827 20260 6001 19608 540 4877 223 3999 394 2002 961 3761 748 3013 2902 2562 1400 Tree=763 num_leaves=31 split_feature=17 13 13 16 19 8 77 2 74 66 47 66 85 3 0 21 89 91 70 89 10 70 89 56 89 88 34 65 10 87 split_gain=10.1008 5.87746 9.05053 7.23521 6.93297 6.25698 5.06435 4.87938 4.58187 4.48254 4.15301 5.84539 4.67442 4.89148 4.78502 4.66687 4.06755 3.9226 3.89742 4.23836 5.25673 4.92728 5.30084 5.32064 5.08924 5.0033 3.68667 4.36489 3.65465 3.58377 threshold=0 0 1 2 0 1 2 4 0 4 0 3 1 0 1 1 4 1 3 1 0 2 2 3 3 0 0 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 5 -1 -4 29 -2 -8 -7 -9 12 -12 -11 14 -14 -15 -5 -17 -18 20 -20 -21 -23 -24 -25 -26 -19 -28 -13 -3 right_child=6 2 4 16 -6 8 7 9 -10 10 11 28 13 15 -16 17 18 26 19 21 -22 22 23 24 25 -27 27 -29 -30 -31 leaf_parent=3 6 29 4 16 4 8 7 9 8 12 11 28 14 15 14 17 18 26 20 21 20 22 23 24 25 25 27 27 28 29 leaf_value=-0.0298734 0.029793 0.0459501 -0.0382446 0.0401742 -0.00624629 -0.0161518 0.0509381 0.0235979 0.00921953 0.0326726 0.0245025 0.0186429 0.034885 -0.0160374 -0.00680645 -0.0169399 0.0285838 0.00498575 0.0268285 0.0191607 -0.0143358 0.0228199 0.0528201 0.0346129 -0.00941003 0.00713451 0.000240002 0.056695 -0.00740139 -0.0147264 leaf_count=410 330 276 7638 110 1089 2937 201 690 665 543 500 273 146 482 2037 287 168 339 575 461 302 278 111 129 10543 2004 188 527 4637 130 internal_value=0 -0.0350565 -0.117948 -0.00665387 -0.25229 -0.0122033 0.0693928 0.054335 -0.0669677 0.0465688 0.0291357 -0.0197726 0.0974436 0.0581381 -0.0219874 0.196012 0.00666879 0.276476 0.000878941 -0.0069252 0.151892 -0.0225698 -0.0373849 -0.0511272 -0.0577778 -0.0670068 0.342739 0.451638 -0.0502451 0.30829 internal_count=39006 27826 12735 15091 8727 4008 11180 10850 3602 10649 9959 5410 4549 4006 2183 1823 14681 1341 14571 14403 877 13526 13065 12787 12676 12547 1054 715 4910 406 Tree=764 num_leaves=31 split_feature=52 58 42 35 14 73 69 58 29 21 91 12 52 46 22 22 85 86 47 17 71 38 42 12 74 40 70 41 24 47 split_gain=6.55851 5.72902 5.85559 5.44363 6.34184 6.69686 5.75265 5.19127 4.65078 4.47653 5.37704 4.98339 4.77741 4.30616 4.20867 4.22576 4.02928 3.81681 3.46007 3.42984 3.19964 3.18268 3.13505 2.93581 3.15034 3.06534 3.11333 2.8927 3.80054 3.73048 threshold=3 3 2 0 0 2 5 2 3 1 0 1 2 2 1 2 0 3 1 0 0 3 1 3 2 3 3 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 4 5 16 -5 -7 -8 -9 11 18 -13 -10 -15 -16 19 -17 -11 -4 22 -19 -6 -23 -25 -26 -27 28 29 -14 right_child=1 2 3 6 20 7 8 9 13 10 -12 12 27 14 15 17 -18 21 -20 -21 -22 23 -24 24 25 26 -28 -29 -30 -31 leaf_parent=0 1 2 19 6 22 7 8 9 13 18 10 12 29 14 15 17 16 21 18 19 20 23 22 24 25 26 26 27 28 29 leaf_value=0.0346358 0.0312688 -0.0411324 0.083279 -0.0562469 -0.0557332 0.0372274 0.0486845 -0.0205057 -0.0356365 -0.0263764 0.010067 0.042351 0.0234429 -0.0257076 -0.0490082 0.0378998 0.000444048 -0.0448178 0.0304939 0.018905 -0.0298542 0.0333662 -0.00444583 -0.0209432 0.0400676 -0.0278493 0.0058207 0.00307472 -0.0265998 -0.0132915 leaf_count=332 279 1143 338 168 517 219 124 2871 196 287 3140 269 405 473 178 190 267 103 793 219 4137 176 3895 310 110 123 7281 2116 4871 3476 internal_value=0 -0.0108267 -0.0173117 -0.0117602 -0.05666 -0.02035 0.0341667 -0.0397827 0.0415551 -0.0525503 -0.0218814 -0.0769434 -0.111566 0.0334525 0.0421782 0.0535358 0.309465 0.0600516 0.184843 0.536673 -0.187505 0.0499004 -0.0881256 0.0554933 0.046152 0.0574281 0.0488979 -0.129953 -0.168296 -0.0656662 internal_count=39006 38674 38395 37252 27820 19271 9432 18447 9264 18228 15357 12217 11137 9140 8944 8471 824 8293 1080 557 8549 8103 4412 8000 7824 7514 7404 10868 8752 3881 Tree=765 num_leaves=31 split_feature=42 80 83 16 16 75 75 38 31 77 84 14 76 43 84 87 31 47 7 9 10 25 19 39 79 0 72 7 31 9 split_gain=5.01981 4.90481 3.90618 3.76242 3.87985 5.99402 4.35356 5.6851 3.81766 3.83954 3.80294 3.79339 3.768 3.62101 3.58916 4.85578 3.58633 4.31339 3.55708 4.05166 3.34179 3.61324 3.19863 3.00743 2.93085 2.86134 2.76543 3.35115 2.71687 2.66522 threshold=2 3 2 5 1 0 1 1 0 1 0 0 2 0 1 1 1 3 3 3 0 1 0 1 1 3 1 2 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 20 11 10 13 22 -10 23 12 -6 -8 15 -14 -11 -18 -16 -20 21 -5 -9 -7 -13 -21 -23 -28 -25 -29 right_child=1 2 3 4 5 6 7 8 9 16 -12 24 14 -15 18 -17 17 -19 19 25 -22 26 -24 28 -26 -27 27 29 -30 -31 leaf_parent=0 1 2 3 21 12 23 13 22 9 16 10 24 15 13 18 15 17 17 19 25 20 26 22 28 24 25 27 29 28 29 leaf_value=-0.0377933 0.0539668 0.0483094 0.0326086 0.0576811 0.0502786 0.0379665 0.0654265 -0.0252368 -0.0247444 -0.0114931 -0.0307815 0.0256894 0.056842 0.00583739 0.0229918 0.00182803 -0.0228554 0.037011 0.0491267 0.041085 -0.0108939 -0.020432 0.0197693 -0.0413315 -0.0271121 -0.0107973 0.050063 0.0523566 0.00243331 0.00721622 leaf_count=1130 103 157 154 230 105 527 270 762 247 301 736 608 283 148 261 1342 138 910 133 233 1180 235 349 227 7934 16067 163 177 2246 1650 internal_value=0 0.015377 0.0103309 0.00583136 -0.00062738 -0.0216973 0.0688352 0.149961 0.0861051 0.171116 -0.0407833 -0.0664062 -0.0422412 0.466409 -0.0502793 0.1252 0.227665 0.300916 -0.0744111 -0.0900978 0.102648 0.154925 -0.105723 0.0276152 -0.224759 -0.0999332 0.119573 0.157769 -0.0239221 0.108888 internal_count=39006 37876 37773 37616 37462 33827 6861 3125 2707 1596 3736 26966 18424 418 18319 1625 1349 1048 16694 16433 3635 2455 1111 3000 8542 16300 2225 1990 2473 1827 Tree=766 num_leaves=31 split_feature=15 65 87 13 3 30 29 31 16 24 20 29 15 7 82 42 53 41 71 41 70 8 85 24 53 47 18 54 14 20 split_gain=5.4887 6.38512 5.74717 5.27826 4.94283 4.56734 4.54808 4.64727 4.47753 4.23607 6.21597 4.03873 4.086 6.78209 6.54799 5.102 7.72435 4.86155 4.87557 4.83581 4.61541 4.68723 4.30623 4.26088 5.16321 5.40942 4.71453 4.45396 4.11971 4.0155 threshold=9 0 3 6 4 2 1 4 3 0 1 2 0 0 1 1 0 1 0 0 2 12 1 3 0 2 1 1 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 5 -3 -4 -5 -2 -7 -8 -9 10 -6 -10 13 14 -13 16 28 -16 20 23 -19 -22 -18 -17 27 -26 -27 -25 -14 -23 right_child=1 2 3 4 9 6 7 8 11 -11 -12 12 15 -15 17 19 22 18 -20 -21 21 29 -24 24 25 26 -28 -29 -30 -31 leaf_parent=0 5 2 3 4 10 6 7 8 11 9 10 14 28 13 17 23 22 20 18 19 21 29 22 27 25 26 26 27 28 29 leaf_value=0.0263188 -0.0439655 0.0157955 0.0230723 0.0561053 0.0337797 -0.0166807 -0.0329725 -0.0564165 -0.0479218 -0.00726549 -0.025199 -0.0445864 0.0473462 -0.0118021 0.0137243 0.0226205 -0.0270791 -0.038732 0.00815616 -0.00538818 0.0269517 -0.0405186 0.0107854 -0.0380055 -0.019986 -0.0336862 0.0164813 -7.32865e-05 0.0153457 -0.00132249 leaf_count=266 280 340 142 288 455 1748 313 179 169 5302 4369 291 262 3247 1156 414 125 145 1996 2958 135 114 652 144 293 174 2544 2051 192 8262 internal_value=0 -0.0082259 -0.0670491 -0.084229 -0.0963617 0.0059599 0.00762241 0.0118675 0.0141364 -0.102015 -0.211425 0.0154362 0.0168099 -0.00248515 0.0127677 0.0525395 0.168579 0.0169672 0.00496905 0.031384 -0.0158113 -0.0106554 0.012147 0.0636476 0.0430942 0.113277 0.145016 -0.0218865 0.322656 -0.0176949 internal_count=39006 38740 10896 10556 10414 27844 27564 25816 25503 10126 4824 25324 25155 15346 12099 9809 1231 11808 10652 8578 8656 8511 777 5620 5206 3011 2718 2195 454 8376 Tree=767 num_leaves=31 split_feature=31 16 33 69 87 91 71 63 24 63 63 39 63 77 61 43 8 21 53 79 35 67 85 53 13 47 24 63 13 71 split_gain=4.75926 4.8113 4.28168 4.31888 4.28422 5.31646 5.26966 5.00694 5.58831 5.4677 9.25818 9.22902 6.7475 6.39017 4.27327 4.04849 4.47224 4.27178 3.91074 3.64379 3.58071 3.75932 3.63324 3.52436 3.40991 3.29621 3.21114 3.10038 2.96799 2.94483 threshold=11 2 5 5 0 2 0 1 1 0 2 0 3 1 6 0 1 0 0 0 0 1 1 8 0 0 0 9 2 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 18 5 -5 7 8 -7 11 -11 -9 -12 -14 -8 16 17 26 -4 28 21 -13 -22 -6 -10 -24 -16 -25 -18 -30 right_child=1 2 3 4 23 6 14 9 24 10 12 20 13 -15 15 -17 19 -19 -20 -21 22 -23 25 27 -26 -27 -28 -29 29 -31 leaf_parent=0 1 2 18 5 23 8 14 11 24 10 12 21 13 13 26 15 28 17 18 19 22 21 25 27 24 25 26 27 29 29 leaf_value=0.0386199 -0.0248844 0.0405033 0.0403121 -0.0334246 -0.0431473 -0.0498802 0.0541196 -0.020951 -0.0283743 -0.0316421 -0.0295987 0.0254599 0.0582536 0.0120278 0.076048 -0.00717747 -0.018272 -0.00999496 0.00498303 0.0279768 0.0215754 -0.00670092 0.0141909 -0.0243618 0.00389606 -0.027423 0.0249131 0.00345501 0.0277311 0.00216952 leaf_count=111 1201 175 161 1367 117 531 103 7997 1665 768 286 231 113 837 126 2125 259 133 391 518 374 3369 281 127 625 451 130 11752 193 2489 internal_value=0 0.00522208 0.00822041 0.00649184 0.0025991 -0.0246409 -0.0188437 -0.0521934 -0.209602 -0.0345403 0.0643674 -0.0686609 0.122875 0.167596 0.0355005 0.0278584 0.0651614 0.307161 0.185001 0.0418441 -0.014266 -0.0486504 0.10557 0.0284561 -0.103254 -0.0646202 0.457805 0.0309117 0.0206588 0.0426435 internal_count=39006 38895 37694 37519 36967 24971 23604 17528 2821 14707 2004 12703 1236 950 6076 5973 3848 389 552 3459 4706 3600 1106 11996 2290 732 256 11879 2941 2682 Tree=768 num_leaves=31 split_feature=57 87 84 16 42 41 58 42 39 88 88 61 47 87 71 39 71 47 61 15 69 35 88 65 91 61 42 17 52 24 split_gain=4.4855 4.43385 4.4719 4.13354 3.88821 4.17092 5.38658 3.44712 3.95666 4.3462 3.41751 3.43272 3.07606 3.1177 4.5249 4.16184 3.36424 5.74768 3.06046 2.99828 2.8335 2.70038 2.68491 2.57271 2.44982 2.35346 2.60907 3.08287 3.36906 4.929 threshold=1 0 4 1 1 2 1 2 0 0 1 0 6 1 0 0 1 1 0 0 0 0 0 0 1 1 1 0 1 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 -4 19 6 -6 18 10 21 11 -9 -3 14 15 -14 17 -15 -7 20 -5 -10 24 -23 -17 -18 -27 28 -28 -30 right_child=1 12 3 4 5 7 -8 8 9 -11 -12 -13 13 16 -16 22 25 -19 -20 -21 -22 23 -24 -25 -26 26 27 -29 29 -31 leaf_parent=0 2 12 3 20 6 18 6 11 21 9 10 11 15 17 14 24 25 17 18 19 20 23 22 23 24 26 28 27 29 29 leaf_value=-0.0259501 0.0382182 -0.0356502 -0.0307291 0.0396665 0.0717379 0.0463956 0.00302136 0.042508 -0.0046543 -0.0286239 -0.0228317 -0.0289309 -0.028055 0.0379605 0.00946645 0.0262193 0.0261148 -0.0148848 -0.013122 -0.00398318 -0.0135034 0.0246467 -0.0441016 -0.0210513 -0.00401581 -0.00711349 0.0348633 -0.0118776 -0.0247627 0.0152575 leaf_count=2553 200 401 2466 470 103 231 946 654 4509 1666 9885 733 1972 195 1946 205 817 903 277 1074 147 826 281 370 1334 592 386 659 240 1966 internal_value=0 -0.00251418 -0.0493162 -0.0588622 -0.0431971 -0.0656417 0.163066 -0.086257 -0.100223 -0.045114 -0.192761 0.13915 0.0379461 0.044156 -0.0173358 -0.0990124 0.0851648 -0.0543555 0.217896 0.130186 0.284182 -0.00804693 -0.0188658 0.158384 0.0131851 0.117675 0.0904058 0.122359 0.152655 0.106799 internal_count=39006 36454 24557 24357 21891 20200 1049 19151 18643 7371 11272 1387 11897 11496 5738 3792 5758 1098 508 1691 617 5705 1820 1196 1539 4660 3843 3251 2592 2206 Tree=769 num_leaves=28 split_feature=33 75 14 84 61 33 56 33 7 39 53 3 70 10 87 47 41 85 91 47 39 61 24 61 13 71 85 split_gain=8.24871 2.77715 3.01661 1.84934 1.64889 1.63829 2.0144 1.44203 1.19145 1.1829 1.18528 1.12312 1.1176 1.09025 0.845233 1.20789 0.733234 1.35195 0.967768 0.867554 0.38556 0.309926 0.306273 0.167759 0.107451 0.0502232 6.9533e-06 threshold=0 0 1 0 0 1 1 2 0 0 0 0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=9 2 4 5 8 22 -7 23 -2 10 14 13 -3 16 15 -1 -9 18 20 -20 -18 -14 -4 -8 -6 26 -11 right_child=1 12 3 -5 24 6 7 11 -10 25 -12 -13 21 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 leaf_parent=15 8 12 22 3 24 6 23 16 8 26 10 11 21 13 14 15 20 17 19 19 20 21 22 23 24 25 26 leaf_value=0.018841 0.0173244 0.00329865 -0.0128169 -0.031712 -0.000830281 -0.0278088 -0.0223859 0.042968 0.0581491 -0.0501901 -0.0501694 -0.0142105 -0.0234092 -0.0115614 -0.0416141 -0.0215623 0.0412123 -0.0119683 0.0274298 -0.00908524 0.019799 -0.0430458 -0.0330988 -0.00504904 0.0121201 -0.0425574 -0.050086 leaf_count=1525 328 365 1203 1151 288 229 253 118 226 3529 6540 189 827 137 2373 4650 421 153 259 177 169 1023 1698 400 288 5013 5474 internal_value=0 -0.0108974 0.0280345 -0.0275074 0.236765 0.0035634 0.0467796 0.0872564 0.400404 -0.338081 -0.254799 0.132991 -0.246112 0.168884 -0.180177 -0.107671 0.206971 0.169869 0.231252 0.0839536 0.335938 -0.339089 -0.200684 -0.144215 0.0525074 -0.475575 -0.501351 internal_count=39006 9902 7687 6557 1130 5406 2505 2276 554 29104 15088 1623 2215 1434 8548 6175 1297 1179 1026 436 590 1850 2901 653 576 14016 9003 Tree=770 num_leaves=31 split_feature=59 59 59 59 26 88 29 34 0 59 10 15 60 41 40 87 39 65 19 35 3 67 56 56 21 77 35 57 47 15 split_gain=5.89176 5.55876 5.63225 5.605 5.43964 5.26255 4.81349 4.65948 4.64366 4.18525 4.27133 4.48196 4.22941 4.32388 4.06654 4.19304 7.23552 7.09506 5.37574 5.178 4.53993 3.69881 5.32476 3.67541 4.77967 4.43239 7.79841 4.06087 3.94782 3.74883 threshold=12 10 13 14 3 6 2 3 7 8 9 8 2 7 2 0 0 0 2 0 1 4 4 2 2 1 2 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 21 17 -17 -19 -18 -20 -16 -23 29 28 26 -26 -27 -25 -24 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 19 18 20 -21 -22 22 23 24 25 27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 21 17 19 18 20 19 20 22 29 28 26 27 26 27 28 29 leaf_value=0.0402171 0.0383167 0.0455946 0.0523451 0.0316465 -0.057298 -0.0442495 0.0238915 0.0511905 0.0314131 0.0398415 -0.0416568 0.0263753 0.0354683 -0.0235305 -0.0385276 -0.0128792 -0.032691 0.0666398 -0.0284574 -0.00262092 0.0169674 0.0486811 0.0362404 0.0442779 0.0569999 0.0182165 -0.0314884 -0.00308501 0.0067239 5.74359e-06 leaf_count=645 226 210 132 574 116 296 656 121 326 475 330 543 119 1082 211 2982 5684 101 163 1515 853 117 305 292 100 953 1102 17274 1158 345 internal_value=0 0.00267073 -0.00224377 -0.0064323 -0.0100696 -0.0158371 -0.0125091 -0.00854134 -0.0152768 -0.0185134 -0.0231649 -0.0269629 -0.0226116 -0.0282605 -0.0326642 -0.0247474 -0.0951709 -0.00628509 0.149196 -0.22482 0.0858782 -0.000341035 0.00496286 -0.0012209 -0.0132446 -0.0313472 -0.225156 -0.0159179 0.146784 0.172027 internal_count=39006 38361 38135 37925 37793 37219 37103 36807 36151 36030 35704 35229 34899 34356 34237 33155 11298 4099 1117 7199 1016 21857 21646 21529 20879 19429 1202 18227 1450 650 Tree=771 num_leaves=31 split_feature=49 25 16 78 85 13 15 14 40 74 85 86 31 74 48 29 71 59 10 34 21 88 39 15 52 39 0 0 72 33 split_gain=3.4918 3.36748 3.60884 3.66063 5.77928 3.99409 3.79655 3.26162 5.8077 4.31058 3.22075 3.23956 5.0835 3.05132 3.05071 3.0121 3.50903 3.4771 3.34826 4.00051 3.4539 3.08262 4.56946 4.12632 3.64593 3.85179 4.72789 4.36133 5.03245 3.6985 threshold=5 1 1 1 0 0 0 0 1 0 9 2 1 0 3 1 3 3 2 0 0 0 2 2 2 0 2 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 7 -3 4 5 6 -4 8 -2 -9 -5 12 -12 -14 -13 -16 -17 -18 19 20 -19 23 -23 -20 -25 27 -27 -26 -29 -30 right_child=1 2 3 10 -6 -7 -8 9 -10 -11 11 14 13 -15 15 16 17 18 21 -21 -22 22 -24 24 25 26 -28 28 29 -31 leaf_parent=0 8 2 6 10 4 5 6 9 8 9 12 14 13 13 15 16 17 20 23 19 20 22 22 24 27 26 26 28 29 29 leaf_value=0.0257458 -0.031599 0.00754932 -0.0162719 0.0351919 -0.00752563 0.0607743 0.0432977 -0.0284845 0.025901 0.0280858 -0.048759 0.0427667 0.0351708 -0.0055184 -0.028161 -0.0386167 0.0380479 0.0171051 0.013782 0.0549367 -0.0455583 0.025275 -0.0215898 -0.041434 -0.0269692 0.0455175 -0.0155969 -0.0350512 -0.000902265 0.0182351 leaf_count=147 361 3314 448 115 612 268 336 748 2405 196 126 236 550 229 1743 531 188 316 1724 211 146 418 4176 485 799 321 9237 597 5846 2178 internal_value=0 -0.0137877 -0.0249632 -0.0406105 0.108877 0.316276 0.123733 0.106283 0.183387 -0.0916747 -0.0529378 -0.0572728 0.123756 0.212453 -0.0671286 -0.0707092 -0.0623551 -0.0557652 -0.0607108 0.164603 0.000434674 -0.070036 -0.172363 -0.0503495 -0.0674367 -0.0585035 -0.136409 -0.0153968 0.00783003 0.0285863 internal_count=39006 38859 35149 31835 1664 1052 784 3710 2766 944 30171 30056 905 779 29151 28915 27172 26641 26453 673 462 25780 4594 21186 19462 18977 9558 9419 8620 8024 Tree=772 num_leaves=31 split_feature=18 89 30 12 67 24 67 18 76 18 83 57 29 74 40 57 79 57 89 89 14 73 39 39 67 61 20 88 24 34 split_gain=8.54348 7.54519 7.51142 6.77627 6.6784 6.20992 6.10062 6.06969 6.79812 6.21726 5.65584 5.6169 5.54852 8.4546 6.47258 6.48056 5.90587 5.38006 6.33057 4.77651 4.83486 6.0471 4.31809 6.87938 5.17547 4.43637 4.23886 4.10198 4.0326 3.95839 threshold=4 7 4 11 4 5 5 3 1 2 1 4 1 4 2 6 0 1 3 4 0 2 0 1 1 0 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 28 -12 13 -13 -14 -16 17 -17 -19 -20 22 -22 24 27 25 -21 -18 -24 -11 -28 right_child=1 2 3 4 5 6 7 8 9 10 11 12 14 -15 15 16 26 18 19 20 21 -23 23 -25 -26 -27 29 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 28 11 13 14 13 15 17 26 18 19 25 21 21 27 23 24 25 29 27 28 29 leaf_value=0.0547463 0.0524459 0.0615339 0.04934 0.0282844 -0.0376574 0.0371589 0.0359605 -0.0233923 0.023997 0.00031239 0.031792 -0.0378704 0.0174704 0.0115419 0.0525247 0.00857518 -0.0297874 0.0268024 0.0275818 0.0247888 0.0387877 -0.0259315 -0.01414 -0.0320688 -0.00827787 -0.0124898 -0.0110949 0.0145678 0.0449521 0.0102094 leaf_count=115 108 101 129 282 1135 149 193 1310 472 270 260 110 881 2037 129 1095 881 181 117 496 243 7568 2443 4660 7346 295 1179 389 190 4243 internal_value=0 0.00335926 -0.000313079 -0.00342931 -0.00693052 -0.0128885 -0.00838361 -0.012672 -0.017076 -0.0085078 -0.0156165 -0.0219667 -0.026914 0.0749227 -0.0434621 -0.0539373 -0.0580775 -0.0820627 -0.0971333 -0.106015 -0.112579 -0.227307 -0.0900847 -0.172769 -0.0567431 0.121345 0.0336862 -0.0694413 0.244664 0.0566789 internal_count=39006 38891 38783 38682 38553 38271 37136 36987 36794 35484 35012 34552 34292 2147 32145 31264 31135 24832 23738 23557 23440 7811 15629 7492 8137 791 6303 2832 460 5422 Tree=773 num_leaves=31 split_feature=58 0 52 7 52 13 76 13 35 30 39 72 40 74 48 28 43 31 59 3 73 0 84 74 89 67 15 1 86 56 split_gain=5.92916 5.58959 5.1656 5.03977 4.90594 4.82865 9.24491 8.36977 6.29574 4.90737 4.54625 4.03232 3.77513 4.41007 3.41673 4.09009 4.04014 3.7344 4.98868 5.27074 4.45704 3.92761 5.03111 3.79021 3.32336 3.73706 3.05043 2.96814 2.94648 2.86092 threshold=4 4 3 6 5 0 2 1 0 1 0 2 1 5 2 2 0 0 0 1 2 2 0 2 1 2 2 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 9 -7 11 -9 -6 -10 -8 27 -14 -15 16 -16 21 19 -19 -20 -17 23 -23 -25 -26 -22 -11 -27 -30 right_child=1 2 3 4 5 6 7 8 10 12 -12 -13 13 14 15 17 -18 18 20 -21 26 22 -24 24 25 28 -28 -29 29 -31 leaf_parent=0 1 2 3 4 9 6 11 8 10 27 10 11 13 14 16 21 16 19 20 19 26 23 22 24 25 28 26 27 29 29 leaf_value=0.0381488 0.0317432 0.0306358 0.0334702 0.0472927 -0.0358862 0.0476665 -0.0588907 -0.0332445 0.0101507 0.0445445 -0.0199856 0.000159329 0.0503258 -0.0394544 0.0538869 0.0410089 -0.0121643 0.0317147 0.0694812 -0.019761 0.0483515 -0.0406373 -0.0215966 -0.0293037 0.0358848 -0.0142786 -0.00473882 0.00815301 -0.0423861 0.0078519 leaf_count=167 309 310 184 100 1115 141 252 8139 564 204 1938 5588 104 594 131 167 119 328 122 4492 207 257 1740 509 240 794 1310 2105 280 6496 internal_value=0 -0.00850812 -0.0147828 -0.0207815 -0.0261675 -0.0299583 -0.0883442 -0.106254 -0.208177 0.00217858 -0.088085 -0.0135209 0.0103676 -0.0128481 -0.0193329 -0.0123353 0.301486 -0.0225373 -0.0984406 -0.162695 0.0840888 0.0172265 0.00491344 0.0338462 0.0462151 0.0606837 0.0181916 0.110558 0.0413825 0.067615 internal_count=39006 38839 38530 38220 38036 37936 16622 16481 10641 21314 2502 5840 20199 17890 17786 17192 250 16942 6459 4820 1639 10483 10316 8576 8319 7810 1517 2309 7570 6776 Tree=774 num_leaves=31 split_feature=87 50 44 77 0 35 13 16 9 4 23 58 90 33 39 25 36 39 65 76 69 32 21 15 87 33 66 57 63 87 split_gain=4.82337 4.55068 4.48042 5.96077 4.38229 3.69484 4.04753 5.48206 4.72825 5.09201 4.49915 4.30981 4.70096 4.58848 3.59976 3.60948 3.47936 3.327 3.32016 3.28694 3.43776 3.25651 3.24976 3.10165 5.95626 3.60395 3.8153 3.65001 3.13057 3.20027 threshold=3 1 1 4 3 4 0 4 1 1 0 1 1 1 1 0 1 0 1 1 0 0 0 0 1 2 1 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 16 -3 -4 22 -6 7 -7 18 -10 -8 13 -13 -11 15 -12 -2 -15 -9 20 -14 -16 -5 25 -25 -21 -27 -28 -29 -30 right_child=1 2 3 4 5 6 10 8 9 11 14 12 19 17 21 -17 -18 -19 -20 23 -22 -23 -24 24 -26 26 27 28 29 -31 leaf_parent=0 16 2 3 22 5 7 10 18 9 13 15 12 20 17 21 15 16 17 18 25 20 21 22 24 24 26 27 28 29 29 leaf_value=-0.0448518 0.0620861 -0.0239459 0.0500186 0.0560491 0.0261481 0.0440991 -0.0256859 0.0550993 0.0333684 0.0656798 0.00753074 0.0184075 -0.00427048 0.0195619 0.00108112 0.0716556 0.0110196 -0.0386317 0.0117302 0.0434208 0.066529 -0.0222877 -0.000566109 0.0238109 -0.0222065 -0.0310673 -0.0434957 0.0326487 0.000735845 -0.0259242 leaf_count=1202 120 1571 127 279 407 133 6564 328 697 167 1435 829 215 533 3403 315 561 322 1005 204 140 3183 250 803 5450 1033 375 283 5688 1384 internal_value=0 0.0122262 0.00320237 0.0135112 0.00638228 -0.00171087 -0.0102116 0.0201672 0.00905398 -0.0108113 -0.0934949 -0.0249876 -0.0437121 0.204848 -0.0290844 0.200283 0.284767 0.0702712 0.217465 -0.0659985 0.272333 -0.0802612 0.32617 -0.0775164 -0.166463 -0.0347677 -0.0487163 -0.0214937 -0.00327895 -0.0237296 internal_count=39006 37804 37123 35552 35425 34896 34489 19589 19456 18123 14900 17426 16404 1022 8336 1750 681 855 1333 15575 355 6586 529 15220 6253 8967 8763 7730 7355 7072 Tree=775 num_leaves=31 split_feature=12 46 8 16 29 29 8 13 82 25 38 31 71 7 13 8 33 63 61 86 67 31 36 15 61 54 87 15 0 41 split_gain=5.76503 4.87621 4.66102 4.69819 4.14413 4.14025 3.91438 4.41337 4.86542 4.8353 4.13609 6.01215 4.46151 4.27047 4.11311 5.92745 4.64929 4.51635 3.82152 3.53928 4.78666 3.64478 3.49095 3.24985 3.17247 3.74677 3.15269 3.07908 3.05314 3.90601 threshold=4 2 4 3 3 2 14 0 2 0 1 7 5 0 1 2 3 3 4 1 1 2 2 3 2 1 0 6 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 26 -4 -5 -6 -7 9 -9 10 24 -12 -13 19 27 -16 -17 -18 -11 -14 -21 -22 -19 -15 -8 -26 -3 -10 29 -24 right_child=1 2 3 4 5 6 7 8 14 18 11 12 13 23 15 16 17 22 -20 20 21 -23 28 -25 25 -27 -28 -29 -30 -31 leaf_parent=0 1 26 3 4 5 6 24 8 27 18 11 12 19 23 15 16 17 22 18 20 21 21 29 23 25 25 26 27 28 29 leaf_value=-0.0555113 -0.0365826 -0.00691859 -0.040002 -0.060885 -0.0421509 0.0198435 0.0405001 -0.0488261 0.0251729 0.0244364 0.0141737 0.025619 -0.0191215 0.0255279 0.0323545 0.044187 -0.0206546 -0.0179778 -0.0231106 -0.0278272 -0.0280204 -8.66066e-05 0.0195223 -0.0178896 -0.0491606 0.00929516 0.0450472 -0.00394608 0.00294525 -0.00612405 leaf_count=221 516 117 462 185 306 241 144 256 158 168 489 159 882 168 258 111 251 253 4912 564 519 7253 897 3875 140 1055 146 5475 8551 274 internal_value=0 -0.000227645 0.00150868 -0.000593125 0.000956551 0.00185537 0.0031507 0.000487572 0.0191008 -0.0314444 -0.0199001 -0.0329774 -0.0479332 -0.0548548 0.0211451 0.0383113 0.0323747 0.0290637 -0.184621 -0.0345039 -0.0214151 -0.00971295 0.0346989 -0.156116 0.104484 0.0608441 0.291576 -0.030138 0.0395983 0.13225 internal_count=39006 38785 38269 38006 37544 37359 37053 36812 16484 20328 15248 13909 13420 13261 16228 10595 10337 10226 5080 9218 8336 7772 9975 4043 1339 1195 263 5633 9722 1171 Tree=776 num_leaves=31 split_feature=28 63 56 13 67 5 18 33 79 56 66 7 69 65 23 90 66 45 23 21 13 69 32 63 41 32 32 86 88 3 split_gain=4.57037 4.03832 3.99445 5.7339 4.52107 3.81809 3.78801 4.26144 3.8638 4.0049 3.70811 4.47831 3.68696 4.31727 3.60282 4.28581 4.12675 4.02964 4.81899 3.34845 4.41348 3.17477 3.22794 3.09207 3.07551 3.13109 2.92673 2.88293 2.70556 6.5031 threshold=2 14 1 0 2 1 2 2 4 2 4 1 5 0 8 1 3 1 0 0 1 1 0 0 1 0 1 3 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 -3 23 -6 -7 -8 -9 -10 11 -11 13 -12 -14 24 17 -17 -19 20 -5 -13 -23 -4 -16 -26 -27 -18 29 -29 right_child=1 2 4 19 5 6 7 8 9 10 12 21 14 -15 15 16 27 18 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31 leaf_parent=0 1 3 23 20 5 6 7 8 9 11 13 21 14 13 24 17 27 18 18 19 20 22 22 23 25 26 26 29 28 29 leaf_value=-0.0309111 0.0292998 -0.0358357 -0.0448134 -0.0242288 -0.0264155 0.0309688 -0.0180256 0.0427398 -0.0395353 -0.0480027 0.034014 0.023404 0.0295858 -0.00653946 -0.0590172 0.0403746 -0.0298405 -0.0352471 -0.00507601 -0.0186513 0.0350824 -0.00210116 -0.024791 -0.000247996 -0.0304314 -0.0180696 0.04125 0.0309585 0.00236543 -0.0215229 leaf_count=692 122 2160 480 252 462 389 1238 467 990 290 236 210 366 170 193 104 219 442 1523 608 198 1019 467 278 575 211 134 431 23599 481 internal_value=0 0.00470901 0.0024762 -0.143299 0.00687774 0.00970009 0.0120318 0.00988531 0.0136927 0.0120743 0.0137844 -0.0826998 0.0204982 0.197513 0.0166064 0.0141427 0.0179485 -0.0864304 -0.109745 0.00282547 0.165606 -0.0524348 -0.0844593 -0.258203 -0.202801 -0.114084 0.11196 0.0256984 0.0275715 0.173853 internal_count=39006 38314 38192 3218 34974 34216 33754 33365 32127 31660 30670 1986 28684 406 28278 27912 26799 2069 1965 1058 450 1696 1486 758 1113 920 345 24730 24511 912 Tree=777 num_leaves=31 split_feature=82 8 8 59 8 57 92 41 31 24 34 67 69 9 0 66 17 87 23 31 59 24 35 58 38 55 21 23 41 66 split_gain=4.97816 4.67871 4.35281 4.44596 5.26724 5.08609 4.69912 4.51965 4.78443 3.98808 6.9645 5.2411 4.61134 3.77004 4.04294 3.7657 3.91148 3.66806 3.307 3.92877 3.60163 3.28688 3.12488 2.99287 3.36684 2.81057 2.61162 2.51756 2.39296 2.70479 threshold=1 1 3 0 2 1 1 3 2 1 0 1 4 2 1 1 2 7 0 1 1 6 1 1 1 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 25 -3 4 -4 -6 -5 -7 -9 12 11 -11 -10 -13 -15 27 -17 -16 20 -20 -18 -19 -14 -23 -25 -2 28 -8 29 -21 right_child=1 2 3 6 5 7 15 8 9 10 -12 13 22 14 17 16 18 21 19 26 -22 23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=0 25 2 4 6 5 7 27 8 12 11 10 13 22 14 17 16 20 21 19 29 20 23 22 24 24 25 26 27 28 29 leaf_value=-0.0279114 0.0267343 -0.0581034 -0.045615 -0.0479921 -0.0368577 0.0385381 0.0672549 -0.0440192 0.0496851 -0.0259643 -0.0200692 0.0503074 0.0160811 -0.0175624 0.0487884 -0.0392379 0.0132048 0.029956 0.0448811 0.0110751 0.0497584 -0.018007 -0.0143971 -0.024463 0.00804226 -0.0224853 -0.025207 0.0235441 0.0213101 -0.0420107 leaf_count=2565 322 350 702 517 1216 243 235 947 114 787 2423 191 503 1282 111 649 966 362 527 370 352 558 4879 601 10258 2823 1738 965 724 727 internal_value=0 0.00469642 0.0156764 0.0189813 -0.00206855 0.00437194 0.115201 0.0120512 0.00509378 0.0113837 0.0358774 0.0577836 -0.0852788 0.0712074 0.06381 0.135241 0.0876246 0.0783637 0.113909 0.00506923 0.21728 0.0701743 -0.108541 0.0568113 0.0692804 -0.177375 -0.0567676 0.342712 0.0496425 -0.130325 internal_count=39006 36441 33296 32946 25176 24474 7770 23259 23016 22069 16573 14150 5496 13363 13172 7253 6053 11890 5404 4086 1318 11779 5382 11417 10859 3145 3559 1200 1821 1097 Tree=778 num_leaves=31 split_feature=33 42 33 35 38 21 74 88 39 53 69 7 21 7 24 32 87 53 91 66 23 32 61 63 66 39 66 91 21 13 split_gain=8.54767 2.63882 2.51157 2.49077 1.89467 1.79657 1.66353 1.44583 1.36133 1.35076 1.34037 1.70234 1.25458 1.75332 1.16734 1.12994 0.968174 0.940856 0.925933 0.762687 0.856515 0.660784 0.614484 0.543355 0.852503 0.360385 0.228324 0.162739 0.068482 5.15056e-06 threshold=0 2 1 0 1 0 0 0 0 0 0 1 1 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=8 -2 5 4 -4 19 7 10 9 16 11 22 -13 14 -14 -8 23 25 21 -3 -21 -5 -6 24 -1 26 -16 -9 29 -10 right_child=1 2 3 18 6 -7 15 27 28 -11 -12 12 13 -15 17 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 1 19 4 21 22 5 15 27 29 9 10 12 14 13 26 15 16 17 18 20 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00205037 -0.0489966 0.016562 -0.0232404 -0.042181 0.0580413 -0.0505127 -0.0321492 -0.0116436 -0.0501775 -0.0501631 -0.00178163 0.0493354 0.048608 -0.0210701 0.00536373 0.0138163 -0.0411983 -0.011238 0.00513106 0.000596987 -0.0292858 -0.0103564 0.0303071 0.0105643 -0.0343274 0.0365544 0.0251271 0.00477046 -0.0405838 -0.0500878 leaf_count=1886 300 504 300 298 325 2410 258 220 2804 6584 297 146 131 125 296 164 2348 158 363 774 1866 257 176 1798 2496 188 166 205 4502 6661 internal_value=0 0.0148853 0.0319912 0.0790495 0.126872 -0.148594 0.154208 0.189753 -0.322222 -0.23245 0.230458 0.270859 0.193999 0.14299 0.213607 -0.10684 -0.152451 0.140392 -0.143098 -0.0661164 -0.132448 -0.257779 0.463576 -0.0753034 -0.155863 0.221093 0.149731 -0.0353454 -0.474204 -0.501239 internal_count=39006 9927 9627 4073 3155 5554 2855 2433 29079 15112 2008 1711 1210 1064 939 422 8528 808 918 3144 2640 555 501 6180 4382 650 462 425 13967 9465 Tree=779 num_leaves=31 split_feature=89 59 34 66 58 56 54 25 35 34 66 31 29 59 48 86 41 29 35 34 91 24 56 86 63 23 60 87 84 19 split_gain=7.12032 6.28506 5.82465 5.94166 6.68371 5.55601 4.60054 4.4752 4.63911 4.26399 5.04397 8.69271 7.79908 5.3132 5.27169 5.11998 4.51585 3.88943 4.43206 3.86127 3.93215 3.58041 3.37701 3.64077 3.70686 3.25464 3.19279 3.13069 3.06249 3.75337 threshold=8 13 3 2 4 5 1 1 0 2 0 0 1 10 1 1 0 1 0 0 0 2 2 2 1 0 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 17 -5 -6 7 -7 -9 -8 11 14 -13 -12 -11 -16 22 -4 27 20 28 -22 -15 -24 -25 -14 -17 -19 -18 -30 right_child=1 2 3 4 5 6 9 8 -10 10 13 12 25 16 15 26 19 18 -20 -21 21 -23 23 24 -26 -27 -28 -29 29 -31 leaf_parent=0 1 2 17 4 5 7 9 8 8 14 13 12 25 22 15 26 28 27 18 19 21 21 23 24 24 25 26 27 29 29 leaf_value=-0.0744163 0.050258 0.026354 -0.0522136 0.0535775 0.0519129 -0.0111557 0.0165619 0.00474601 0.0285915 0.0136668 0.0549889 0.097287 0.0253948 0.0236997 0.010339 0.0176426 -0.00227649 0.00323955 -0.0331422 -0.00769523 0.0553848 0.0160163 0.0308681 0.00801773 -0.0138727 -0.00696912 -0.0231892 -0.0262968 0.000800926 0.0408763 leaf_count=100 212 785 258 151 133 507 1234 2111 1296 770 107 157 912 229 876 257 1596 2045 752 958 119 834 347 1715 9375 852 8656 1055 378 229 internal_value=0 0.00837274 0.00410677 -0.00348938 0.0120049 0.00704544 0.00278875 0.0992794 0.150633 -0.0160724 -0.027171 -0.094129 0.131172 0.0106301 -0.147784 -0.179695 0.0028947 -0.137032 -0.103201 0.0582344 0.10035 0.219702 -0.0620901 -0.0816408 -0.0988475 0.0641789 -0.214331 -0.032435 0.0366366 0.189565 internal_count=39006 38906 38694 37909 33799 33648 33515 3914 3407 29601 28367 12480 1921 15887 10559 9789 15780 4110 3852 4114 3156 953 11666 11437 11090 1764 8913 3100 2203 607 Tree=780 num_leaves=31 split_feature=78 56 78 24 34 71 87 41 36 74 33 29 24 66 55 80 63 66 18 19 13 65 23 23 35 53 39 76 4 76 split_gain=3.67728 3.9488 3.64172 3.24953 7.35673 5.76939 4.97781 4.55618 4.56566 4.60071 5.30374 4.77955 4.19248 5.00709 4.50226 4.28253 3.83769 4.31726 3.75056 3.73909 3.43289 2.94626 2.79019 4.12436 3.64468 2.71608 4.44688 3.43861 3.50811 2.64171 threshold=3 2 4 0 0 0 4 3 3 1 0 1 1 1 1 1 1 0 1 1 0 0 1 0 0 2 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 6 5 12 -4 -8 -9 10 21 -11 13 -5 20 -16 -17 -18 -13 -6 -15 -10 -14 -24 -25 26 -21 -27 -29 -7 right_child=1 2 3 4 19 29 7 8 9 11 -12 18 22 14 15 16 17 -19 -20 25 -22 -23 23 24 -26 27 -28 28 -30 -31 leaf_parent=0 1 2 6 13 19 29 7 8 21 11 10 18 22 20 15 16 17 17 18 26 20 21 23 24 24 27 26 28 28 29 leaf_value=0.026786 -0.0238402 0.0394988 0.0661698 0.0374493 -0.0119542 0.0142003 0.0617484 0.0525373 0.0184461 -0.0395958 0.0494288 0.022208 -0.0291749 0.0555208 0.0436465 0.0188313 0.00439048 -0.0213461 -0.00264233 -0.0556964 6.00883e-05 -0.0176355 -0.0189309 0.0154764 -0.0179993 0.0622844 0.0220716 -0.0301148 0.0191735 -0.020471 leaf_count=334 1204 172 115 508 565 257 373 136 773 1034 535 752 1506 115 133 594 1184 2751 11978 122 122 524 3375 1452 716 174 212 182 1949 5159 internal_value=0 -0.0129397 -0.00595016 -0.00968737 -0.0394179 -0.0766811 0.0357033 0.0273592 0.0191498 0.00942633 0.17839 -0.020493 -0.0286514 0.0384322 0.0034294 -0.0358327 -0.062458 -0.109928 -0.00402876 0.0962721 0.300885 0.0557586 -0.108389 -0.0658967 0.0490524 0.151541 -0.132521 0.189853 0.15374 -0.181912 internal_count=39006 38672 37468 37296 21076 17872 16220 16105 15732 15596 1832 13764 12456 5407 4899 4662 4529 3935 12730 3204 237 1297 7049 5543 2168 2639 334 2305 2131 5416 Tree=781 num_leaves=31 split_feature=18 42 13 89 70 56 91 46 42 42 57 89 24 57 77 33 43 72 67 24 67 2 24 63 67 23 23 67 23 31 split_gain=7.36117 7.07445 7.20919 7.26666 6.91033 6.93813 7.15472 6.78982 6.27246 6.07412 6.36785 6.77028 6.12673 5.78726 5.78796 7.91289 6.62539 5.76918 5.32376 5.16765 4.56805 4.43147 4.19001 4.10205 3.94155 4.28219 4.47813 8.60617 6.9135 5.97083 threshold=4 3 5 6 4 2 1 4 1 2 5 5 5 6 1 0 2 3 2 4 4 0 3 0 3 2 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 6 -6 -7 -9 21 -11 -12 -13 -14 15 -15 -16 -18 -19 -20 -21 -10 -22 -8 -24 -26 27 -27 -28 -30 right_child=1 2 3 4 5 7 23 8 9 10 11 12 13 14 16 -17 17 18 19 20 22 -23 24 -25 25 26 28 -29 29 -31 leaf_parent=0 1 2 3 4 6 7 23 8 21 10 11 12 13 15 16 15 17 18 19 20 22 21 24 23 25 27 28 27 29 29 leaf_value=0.0494745 -0.0416197 -0.0500909 0.0427164 0.0326178 -0.0365712 0.0390822 0.011629 -0.0182514 -0.0403578 0.0485058 0.0487443 -0.0425317 0.0495511 0.00088179 0.015764 0.0301361 0.0315304 0.0159836 -0.0366122 0.0243895 -0.0264028 0.00869977 0.0219776 0.0435284 -0.016213 0.0308097 -0.0100389 -0.0196189 0.0150236 -0.00181816 leaf_count=118 453 1012 181 239 197 130 606 3429 817 173 120 883 132 1239 1675 525 193 652 1274 192 1736 257 252 355 3333 342 8003 4096 2952 3440 internal_value=0 -0.000192708 0.00414988 0.00783293 0.00332895 -0.00229392 0.186915 -0.0120947 -0.016832 -0.00606414 0.00111134 -0.00298592 -0.00732094 -0.00267752 -0.00639851 0.101785 -0.0236639 -0.0373387 -0.0439225 -0.0546337 -0.047475 -0.26248 -0.0543954 0.257179 -0.0453631 -0.0523705 -0.0334943 -0.138112 -0.00922243 0.0437546 internal_count=39006 38888 38435 37423 37242 37003 1158 35845 35715 32286 31212 31039 30919 30036 29904 1764 28140 26465 26272 25620 24346 1074 24154 961 22418 22166 18833 4438 14395 6392 Tree=782 num_leaves=31 split_feature=70 58 0 16 58 72 0 13 13 39 43 67 41 12 28 53 0 67 25 43 28 58 58 39 53 39 70 35 59 84 split_gain=5.58475 5.61014 5.15048 5.57664 6.00483 4.89072 5.06186 4.55567 8.06775 5.75616 4.50982 4.38649 3.65227 3.73271 3.64095 5.69179 3.88004 3.74936 4.49318 3.84023 5.30107 4.50112 4.00552 3.58138 3.99174 3.92226 3.52108 3.39275 3.06633 3.21912 threshold=5 4 5 1 3 2 6 0 1 0 1 3 0 1 1 3 3 2 0 0 2 2 1 2 1 1 1 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 11 12 10 -10 -8 13 -9 15 -13 -16 18 -18 20 -19 -22 -23 24 -11 -25 -14 -24 29 -17 right_child=1 2 3 4 5 6 7 8 9 23 -12 14 26 -15 16 28 17 19 -20 -21 21 22 27 25 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 11 13 10 24 10 15 26 13 16 29 18 20 18 19 21 22 27 25 24 25 26 27 28 29 leaf_value=-0.0547761 0.0377024 0.0302664 0.00963508 0.0327359 -0.0297752 0.0522019 0.0359898 0.0225834 0.0389947 0.0520549 -0.011264 0.079244 -0.0180843 -0.0117162 0.0349519 0.0257231 0.0045593 0.037692 0.0675835 -0.0169924 0.044532 0.0186121 -0.0128284 -0.0151842 -0.0196078 -0.0446834 0.022467 0.000615105 -0.0170689 -0.0239641 leaf_count=125 162 297 3645 235 1535 109 192 352 229 150 1611 119 195 3061 167 581 267 154 147 3887 112 621 8686 1838 1384 4732 1350 2323 569 172 internal_value=0 0.00185718 -0.00361303 -0.00985433 -0.0297395 -0.0373 -0.0286785 -0.0330385 -0.0956293 -0.20037 -0.0268523 0.00175896 0.00743308 -0.0647397 -0.00735207 0.143716 -0.0257367 -0.0345837 0.213295 -0.0478309 -0.0188117 -0.0341082 -0.0452433 -0.289867 -0.0308196 -0.346403 0.141768 -0.0662536 0.0820287 0.175448 internal_count=39006 38881 38719 38422 34777 34542 33008 32899 14902 9944 1840 17997 4958 3413 17805 1441 16364 16197 414 15783 11896 11742 11630 8104 1534 6570 1545 11009 1322 753 Tree=783 num_leaves=31 split_feature=24 42 89 0 5 86 58 47 47 9 36 64 85 28 8 71 52 53 68 57 10 66 87 23 36 66 3 77 65 84 split_gain=5.0423 4.33751 4.04762 4.20974 3.88413 3.9899 3.65901 3.31368 3.85397 3.25706 3.00265 4.44246 4.15123 2.57768 4.21451 2.92657 3.10083 2.81225 3.2448 3.03199 2.90659 2.78538 2.7602 2.86421 2.75398 3.311 2.6754 2.56562 3.29917 2.18072 threshold=0 2 2 3 1 3 3 2 6 3 1 1 2 1 2 2 2 1 1 1 1 3 1 0 1 1 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 -4 -2 -6 -7 10 -9 -5 -8 -12 -13 27 -15 -16 -17 21 20 -20 -19 -18 -23 -24 29 -26 -27 -11 -29 -21 right_child=4 2 3 9 5 6 7 8 -10 13 11 12 -14 14 15 16 17 18 19 24 -22 22 23 -25 25 26 -28 28 -30 -31 leaf_parent=1 4 2 3 9 5 6 10 8 8 27 11 12 12 14 15 16 21 20 19 29 20 22 23 23 25 26 26 28 28 29 leaf_value=-0.0448806 0.0406902 -0.0297747 0.0469286 0.0484952 0.0373092 0.0369748 0.032855 0.0279017 -0.0141724 0.0543759 0.056267 0.0442397 -0.0234696 -0.0389397 -0.0304923 0.0487988 0.0558579 0.0632386 -0.0331916 0.021232 0.0121371 0.0579257 -0.024779 0.015373 -0.0266232 0.00273834 -0.0244607 -0.0262397 0.0208581 -0.018602 leaf_count=463 267 504 116 119 261 222 305 580 17876 162 233 242 1737 468 535 172 152 110 808 897 705 171 301 1085 1592 5541 2082 264 865 171 internal_value=0 0.046093 0.0538419 0.0641797 -0.0599009 -0.0710836 -0.0834453 -0.0948654 -0.125244 0.0545738 0.0633104 -0.03858 -0.130628 0.0474124 0.0294535 0.0403926 0.049847 0.0417358 0.016839 -0.00687097 0.206754 0.173591 0.120418 0.0700994 0.00768967 -0.0232892 0.00368714 0.185496 0.125634 0.152675 internal_count=39006 17283 16820 16316 21723 21456 21195 20973 18456 16200 2517 2212 1979 16081 14790 14322 13787 13615 11906 11091 815 1709 1557 1386 10283 9215 7623 1291 1129 1068 Tree=784 num_leaves=31 split_feature=6 19 67 8 65 29 14 67 63 42 33 7 23 8 67 58 23 16 10 10 52 71 12 71 24 47 14 85 24 31 split_gain=4.62295 4.38321 4.27434 5.03616 4.68397 4.48722 4.2766 4.14018 3.9964 4.07272 3.94642 4.36042 3.72267 3.80242 4.7776 3.70582 3.7871 3.59975 3.33338 3.28772 3.31154 3.50347 4.52623 4.47259 4.36445 5.09535 3.94801 4.63022 3.88266 4.29624 threshold=2 4 1 5 4 2 15 3 0 1 3 6 11 14 5 4 8 2 4 3 3 0 3 1 1 2 4 4 5 8 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 8 -4 -5 -6 -7 -8 9 -3 -9 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -22 -23 -25 -26 -24 -28 -29 -30 right_child=1 2 3 4 5 6 7 10 -10 -11 11 12 13 14 15 16 17 18 19 20 21 23 26 24 25 -27 27 28 29 -31 leaf_parent=0 1 9 3 4 5 6 7 10 8 9 11 12 13 14 15 16 17 18 19 20 22 23 26 24 25 25 27 28 29 29 leaf_value=-0.0401131 -0.040911 0.00971536 0.0455 -0.0304656 -0.0450479 0.0339185 -0.0396906 0.0262382 0.0021596 -0.024698 -0.0572428 -0.0376927 0.0206842 -0.0612895 -0.0441746 -0.0248854 -0.0272117 -0.0496831 -0.0298783 -0.0240115 -0.0564463 1.48887e-05 -0.0258625 0.0183329 -0.0212853 0.007248 0.0167048 0.0133925 0.0240566 -0.00136978 leaf_count=582 374 196 103 424 253 111 338 376 1048 1763 153 227 226 132 120 478 807 209 322 205 173 4600 154 1071 250 2783 513 617 187 20211 internal_value=0 -0.000691223 0.000711902 0.00620871 0.00465722 0.00675813 0.0081289 0.00631912 -0.101302 -0.18474 0.00776546 0.00557432 0.00664998 0.00803636 0.00529429 0.00641756 0.00762158 0.0097774 0.0116575 0.012629 0.0141967 0.0161401 -0.000868967 0.0471149 0.0875148 0.0515678 0.00100192 0.00455614 -0.0021952 -0.00923415 internal_count=39006 38424 38050 35043 34940 34516 34263 34152 3007 1959 33814 33438 33285 33058 32832 32700 32580 32102 31295 31086 30764 30559 21855 8704 4104 3033 21682 21528 21015 20398 Tree=785 num_leaves=31 split_feature=63 86 74 47 88 23 69 38 14 0 65 31 10 25 31 18 58 29 84 39 23 39 42 19 7 17 3 10 88 24 split_gain=4.3411 4.59362 4.07141 6.38802 5.73682 5.70916 4.90529 4.89342 4.82302 4.23023 4.04666 3.7492 3.79976 3.55356 3.69149 3.39529 3.34786 3.29191 3.22671 3.20701 3.17868 3.14789 2.9949 2.97265 2.90309 2.78759 2.74211 3.5433 3.15209 2.70349 threshold=14 2 0 1 0 1 0 1 0 4 2 0 0 0 8 2 1 1 0 7 0 10 4 0 1 0 0 1 2 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 11 4 8 9 18 7 -6 20 -3 -8 -2 -13 14 -11 -16 -9 -7 -5 -17 -4 -21 -23 24 -18 -10 27 -26 -29 -12 right_child=1 2 3 5 6 17 10 16 25 13 29 12 -14 -15 15 19 23 -19 -20 21 -22 22 -24 -25 26 -27 -28 28 -30 -31 leaf_parent=0 11 9 20 18 7 17 10 16 25 14 29 12 12 13 15 19 24 17 18 21 20 22 22 23 27 25 26 28 28 29 leaf_value=0.0312095 -0.0308087 -0.0394611 0.016544 -0.00679647 0.0340681 -0.0444124 -0.0121004 -0.056534 0.0214437 0.0256265 0.0423118 0.0151866 -0.0439567 -0.0130287 0.0357857 0.0200556 -0.031914 -0.0142435 0.0239522 0.02814 -0.0221931 0.0264314 -0.000556983 -0.0315759 0.0558696 -0.015225 -0.0235322 0.0366142 -0.00214445 0.0159841 leaf_count=113 758 177 283 729 282 931 376 155 426 159 145 361 240 3532 161 266 266 4064 227 128 1130 101 18952 450 102 154 1034 130 657 2517 internal_value=0 5.40381e-05 0.00424052 -0.0580936 0.0148618 -0.115207 0.0951724 -0.0112739 0.0668363 0.00126651 0.155752 -0.174188 0.0153175 0.00364451 0.00958456 0.00608573 -0.0616676 -0.167506 0.0624677 0.00379703 -0.107203 -9.30354e-05 -0.00281476 -0.0341262 0.012 0.165497 0.0565867 0.110794 0.0566662 0.185913 internal_count=39006 38893 37534 7944 29590 5951 6114 3076 1993 23476 3038 1359 601 23299 19767 19608 2794 4995 956 19447 1413 19181 19053 2639 2189 580 1923 889 787 2662 Tree=786 num_leaves=31 split_feature=16 8 48 39 40 59 7 8 84 65 41 79 41 88 53 66 75 24 14 15 80 38 37 23 92 34 84 9 24 33 split_gain=4.83466 4.41691 4.03755 4.00573 3.69899 4.05309 4.92744 5.29823 4.76523 5.86883 4.61599 4.93063 6.75204 4.0462 4.50654 4.03872 3.96494 3.85341 3.33509 3.14178 3.1147 2.87161 2.97768 3.68141 3.53739 3.34879 2.87255 3.442 2.6706 2.61632 threshold=2 3 2 11 3 0 2 2 0 0 3 0 4 1 1 1 2 8 0 0 1 1 0 2 1 0 4 2 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 6 -6 -8 9 15 -9 12 -12 -10 -15 -7 -14 19 -16 -18 -19 -22 24 -24 -23 -25 -26 -28 -13 -30 right_child=1 2 3 4 5 8 7 10 13 -11 11 28 16 14 18 -17 17 20 -20 -21 21 22 23 25 26 -27 27 -29 29 -31 leaf_parent=0 1 2 3 4 6 15 7 10 13 9 12 28 16 14 18 15 19 20 18 19 21 24 23 25 26 25 27 27 29 29 leaf_value=-0.0420658 -0.0578604 -0.0446406 0.0422896 -0.0575835 -0.0328767 0.0375256 -0.0489423 0.0374773 0.0562285 -0.0237238 0.0665459 -0.0486475 -0.048253 0.0488276 -0.0180101 0.00200266 0.0562271 -0.0397902 0.0187146 -0.00797499 -0.020754 0.0426889 -0.0514647 0.000666417 0.0384566 -0.0347862 0.0472299 0.00114265 -0.00283284 -0.0477341 leaf_count=1214 407 1128 169 389 1400 772 639 268 319 2599 107 2410 559 235 721 3327 104 411 449 122 1178 282 404 2000 126 626 160 15207 921 353 internal_value=0 0.00116928 0.00438948 0.00819632 0.00405606 0.00681747 -0.0128997 -0.00461804 0.0962301 0.00742843 0.00133591 -0.00548104 0.0077341 0.225417 0.154434 0.104871 0.00160563 0.00654032 0.0578484 0.340977 -0.000473047 0.00439735 0.0129208 -0.100185 0.0301479 -0.0562117 0.0234249 0.0173256 -0.215003 -0.121891 internal_count=39006 37792 37385 36257 36088 35699 27277 25877 8422 6698 25238 24970 21286 1724 1405 4099 21179 20620 1170 226 20394 19983 18805 3030 15775 2626 15493 15367 3684 1274 Tree=787 num_leaves=31 split_feature=33 49 25 42 74 10 39 24 0 85 16 87 63 79 59 69 17 24 47 32 7 14 53 7 63 23 32 23 14 39 split_gain=7.95699 2.30575 2.29645 2.94816 2.09456 1.78383 1.59516 1.56232 1.53175 1.38577 1.2972 1.18295 1.44178 1.29863 1.35067 1.11955 0.961521 1.07142 2.70465 0.880447 0.825916 0.950841 0.756471 0.59905 0.375644 0.981933 0.340437 0.257984 0.0667827 2.61171e-06 threshold=0 1 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=9 -2 3 23 5 8 -6 19 -5 15 -10 13 -13 14 16 22 17 20 -19 -4 21 27 24 -3 25 -1 -22 -12 29 -11 right_child=1 2 7 4 6 -7 -8 -9 10 28 11 12 -14 -15 -16 -17 -18 18 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 1 23 19 8 6 5 6 7 10 29 27 12 12 13 14 15 16 18 18 19 26 21 22 23 24 25 26 27 28 29 leaf_value=0.00328891 -0.0420307 -0.0447891 -0.0221519 -0.0171603 -0.0350775 -0.0157267 0.0128451 -0.0451022 -0.0148934 -0.050146 0.0582 0.0241125 -0.0277146 -0.00525075 -0.00678301 -0.0501316 0.0512844 -0.0287477 0.0403543 0.0151405 0.0306105 0.0155671 -0.0402413 -0.0124065 0.00463168 -0.0353327 0.00796202 0.0406244 -0.0406231 -0.0500812 leaf_count=1836 757 307 958 351 872 850 484 837 281 3499 217 418 392 322 278 5111 426 308 325 354 241 175 4639 282 1816 2869 186 291 4106 5218 internal_value=0 0.0143561 0.0318978 0.0673868 0.101831 0.138166 -0.151301 -0.190718 0.168486 -0.315689 0.193423 0.215941 -0.0017437 0.250359 0.281811 -0.224153 0.313089 0.270628 0.0819392 -0.0405481 0.331363 0.415136 -0.15779 -0.274014 -0.0948188 -0.162969 0.191966 0.498089 -0.472879 -0.501149 internal_count=39006 9912 9155 7006 6417 5061 1356 2149 4211 29094 3860 3579 810 2769 2447 16271 2169 1743 633 1312 1110 683 11160 589 6521 4705 427 508 12823 8717 Tree=788 num_leaves=31 split_feature=34 88 58 59 10 90 59 10 59 10 10 58 15 58 10 59 59 39 37 39 31 47 31 25 6 75 79 42 53 19 split_gain=5.7639 5.4058 5.45398 4.92577 4.80366 4.79322 4.81974 4.65438 4.746 4.67553 4.66684 4.59367 4.46488 4.46301 4.07075 3.9745 3.91832 3.96845 5.05309 4.56804 5.04479 4.88497 4.30659 3.82954 3.98444 3.94477 4.11535 3.86911 3.58758 4.3163 threshold=3 6 4 13 10 4 8 7 12 9 8 5 8 2 11 16 10 0 4 1 0 1 6 1 3 1 0 2 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 18 -18 -19 21 -21 -20 -24 -25 26 -26 -27 -29 -30 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 19 22 20 -22 -23 23 24 25 27 -28 28 29 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 18 19 22 21 20 21 23 24 26 27 26 28 29 29 leaf_value=0.0262201 -0.0565153 0.0464665 0.0453859 0.0422547 0.0616323 0.0340794 0.0337042 0.0350764 0.0395645 0.0333372 0.0478689 -0.045553 0.020162 0.0403177 0.0452644 0.0288123 -0.046613 -0.0045238 -0.0419348 0.00135758 -0.0032173 -0.035837 -0.0125275 -0.0525756 0.00486752 -0.0401137 0.0366492 -0.0180081 0.0171772 -0.00106794 leaf_count=798 115 167 195 408 103 330 675 601 549 647 101 315 551 269 113 206 232 6097 466 1238 1769 7309 1281 129 1335 271 349 798 1236 10353 internal_value=0 -0.00301369 0.000315738 -0.00377486 -0.00755653 -0.0115129 -0.0142423 -0.0191166 -0.0238732 -0.0285459 -0.0326621 -0.0374697 -0.0408695 -0.036729 -0.0440013 -0.0476446 -0.0508501 -0.0555441 -0.0280505 -0.114969 -0.200233 -0.287075 -0.0211046 -0.0144895 0.00700723 0.0125607 0.14466 -0.0098448 -0.00116754 0.0168194 internal_count=39006 38208 38093 37926 37731 37323 37220 36890 36215 35614 35065 34418 34317 34002 33451 33182 33069 32863 16450 16413 10316 8547 16218 15752 14471 14342 1684 12658 12387 11589 Tree=789 num_leaves=31 split_feature=85 42 7 83 22 24 12 16 38 38 71 59 32 49 34 42 42 24 63 87 59 66 30 3 61 17 16 25 53 23 split_gain=3.77111 5.42338 5.88135 5.03041 4.06685 3.90493 4.42174 3.76778 3.75964 3.48928 3.31479 3.15411 3.0798 4.58231 3.80586 3.41366 3.22779 3.88181 3.24112 3.92311 3.93569 3.57006 3.16815 3.08764 3.04633 2.91805 4.97866 3.23432 3.31191 2.68492 threshold=1 2 0 1 4 0 2 5 1 4 2 0 0 3 0 1 3 1 1 2 0 1 1 0 0 0 1 1 3 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=5 2 11 -3 -5 6 -1 -6 -8 -9 -7 -2 13 -11 24 23 -15 18 -18 -20 21 -21 -17 -16 -14 27 -27 -19 -29 -30 right_child=1 3 -4 4 7 10 8 9 -10 12 -12 -13 14 16 15 22 17 25 19 20 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_parent=6 11 3 2 4 7 10 8 9 8 13 10 11 24 16 23 22 18 27 19 21 20 21 22 23 24 26 26 28 29 29 leaf_value=-0.0570991 -0.00254962 -0.0457441 0.0615042 0.0417693 0.0443267 0.0208707 -0.0207899 0.0285508 0.0155508 0.0325642 -0.0182655 0.0483524 -0.00424175 0.0343706 0.0705287 0.0391797 0.027481 0.0250954 0.045963 0.0473483 -0.0234211 0.00272514 -0.00713307 -0.00160035 -0.0222956 0.0161839 -0.0212363 0.0332813 0.0182876 -0.00577386 leaf_count=107 515 494 173 104 124 299 398 147 1415 189 5287 148 3749 163 122 211 681 959 205 248 795 2451 1668 120 4524 536 3848 312 728 8286 internal_value=0 0.0150411 0.240887 0.00338701 0.00895806 -0.0833558 0.0344892 0.00381872 0.0756663 -0.000665607 -0.152348 0.0854221 -0.00710781 0.0183678 -0.0724198 0.0665004 0.00716862 -0.000296722 0.0859132 0.0394108 0.00787957 0.0669067 -0.00372034 0.406605 -0.125165 -0.0361215 -0.136207 -0.0032853 -0.0223134 -0.0373067 internal_count=39006 31500 836 30664 30170 7506 1920 30066 1813 29942 5586 663 29795 19401 10394 2121 19212 19049 4380 3699 3494 2699 1879 242 8273 14669 4384 10285 9326 9014 Tree=790 num_leaves=31 split_feature=12 1 89 1 89 70 67 67 23 23 47 71 23 89 0 41 2 67 43 75 9 79 24 40 75 36 36 43 63 19 split_gain=6.70145 6.1169 7.17987 6.84034 6.78762 6.30706 5.9217 5.77 5.87809 6.52829 7.42501 6.41048 5.04044 4.53912 4.5461 5.25944 4.31059 4.28595 3.92209 4.87443 3.98779 4.21779 3.73968 3.72775 3.71212 3.69344 3.89785 4.50229 4.65039 5.22389 threshold=10 4 5 5 6 4 5 6 0 1 0 0 2 2 1 0 0 1 0 0 1 1 1 1 1 3 1 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 11 17 12 13 16 -9 15 -15 -11 -10 19 -16 -20 -22 -19 -13 -21 -12 -27 28 -28 -30 right_child=1 2 3 4 5 6 7 8 9 10 25 23 -14 14 18 -17 -18 22 20 24 21 -23 -24 -25 -26 26 27 -29 29 -31 leaf_parent=0 1 2 3 4 5 6 7 13 17 16 25 23 12 15 19 15 16 22 20 24 21 21 22 23 24 26 28 27 29 29 leaf_value=0.0531983 0.0349593 0.0443221 0.0474214 0.0424464 0.0292152 0.0362041 0.0409041 0.0375414 0.016117 -0.0115115 0.0270573 0.002704 0.0144723 0.0340667 -0.0207321 -0.0422479 0.0232176 -0.00154397 -0.0344233 -0.0131767 -0.044603 0.0187177 -0.0196687 -0.0335194 0.0287543 0.00613383 -0.00369022 0.00272137 -0.0581539 -0.0155241 leaf_count=167 195 148 106 163 237 144 101 102 515 1559 193 622 3327 592 5908 176 563 1710 264 668 189 1301 5066 3640 280 1685 3918 2334 129 3004 internal_value=0 -0.00066326 -0.00514671 -0.00931034 -0.0130228 -0.0171256 -0.0225689 -0.0267508 -0.0303862 -0.00869663 0.015386 -0.105418 0.0953318 -0.0566311 -0.073503 0.192946 -0.0379991 -0.105443 -0.101973 -0.151029 0.0456903 0.121435 -0.134228 -0.267644 0.0620307 -0.0260117 -0.0344369 -0.062753 -0.107866 -0.196563 internal_count=39006 38839 38644 38496 38390 38227 37990 37846 37745 24003 16712 13742 5449 9480 9378 768 2122 7291 8610 6856 1754 1490 6776 4262 948 11263 11070 9385 7051 3133 Tree=791 num_leaves=31 split_feature=42 78 14 14 14 70 22 12 52 39 28 85 63 58 16 28 52 58 33 71 75 24 85 49 59 24 79 17 23 1 split_gain=5.582 5.43441 5.40701 6.97702 5.0617 3.93622 4.61782 3.85786 4.28005 4.86529 3.81969 3.67641 3.65356 3.65104 4.24651 3.84645 4.3395 4.10611 3.78956 3.48045 3.43064 3.75018 3.32474 3.32086 3.25623 3.60969 5.17761 3.17876 2.78899 5.38761 threshold=2 12 0 1 2 4 2 1 2 0 3 0 0 2 1 2 3 3 4 2 0 0 1 1 1 0 1 2 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 5 -4 12 -3 -7 24 9 11 -10 -9 -5 -12 22 20 -17 -18 -19 -20 21 -16 -15 -24 -8 26 -26 -27 29 -21 right_child=1 2 3 4 -6 6 7 8 10 -11 13 -13 -14 14 15 16 17 18 19 28 -22 -23 23 -25 25 27 -28 -29 -30 -31 leaf_parent=0 1 5 3 12 4 6 24 11 10 9 13 11 12 22 21 16 17 18 19 29 20 21 23 23 26 27 26 27 28 29 leaf_value=-0.039299 0.0506375 -0.0412697 0.00065121 0.0126919 -0.0361136 -0.0425751 0.032461 0.0148605 0.0392284 -0.0018495 0.0266715 0.0702801 -0.0272326 -0.014383 0.0717901 0.038324 0.0329635 0.0512568 0.0172414 0.0620103 -0.0203069 0.0124107 -0.0328662 0.0187352 0.0566998 -0.0152559 -0.0132933 0.0249527 -0.00973139 -0.00135947 leaf_count=1141 112 178 4830 1011 3995 368 548 192 139 428 294 139 1031 368 100 131 120 124 678 144 107 129 166 1594 202 137 1267 839 16125 2369 internal_value=0 0.00616875 0.00217086 -0.0884769 -0.227344 0.0242959 0.0284525 0.0331887 0.0151224 0.226467 0.00387658 0.44477 -0.0512484 -0.00187503 -0.00994291 -0.032332 -0.043619 -0.0513708 -0.0597376 -0.0649912 0.216233 0.353622 0.10601 0.156279 0.133703 0.0810058 -0.0566307 0.184398 -0.0767296 0.0371203 internal_count=39006 37865 37753 10867 6037 26886 26708 26340 23347 759 22588 331 2042 22449 22155 20027 19691 19560 19440 19316 336 229 2128 1760 2993 2445 1469 976 18638 2513 Tree=792 num_leaves=31 split_feature=87 83 42 35 52 16 14 69 40 31 64 83 7 80 10 69 61 77 13 66 55 80 10 66 71 74 84 13 65 37 split_gain=4.88932 4.76431 3.61682 3.58756 4.02007 3.1811 3.29798 3.6651 3.02916 3.15925 3.94418 3.90842 3.53244 3.89354 3.47575 3.33098 3.15497 3.39053 2.93042 4.14746 3.78937 3.10784 3.08345 3.1438 2.81096 2.72101 2.63233 2.5435 2.44743 2.38426 threshold=0 2 2 7 3 3 0 3 3 1 3 1 3 2 0 5 5 3 0 1 1 1 0 6 0 2 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 -4 -5 -2 7 -7 -6 11 -11 -10 14 -14 -12 -15 -17 -18 19 28 -21 -22 23 -23 -9 -20 -24 -27 -19 -25 right_child=5 2 3 4 8 6 -8 24 9 10 12 -13 13 15 -16 16 17 18 25 20 21 22 26 29 -26 27 -28 -29 -30 -31 leaf_parent=1 5 2 3 4 8 7 6 24 11 10 14 11 13 15 14 16 17 28 25 20 21 23 26 29 24 27 26 27 28 29 leaf_value=0.0579941 0.0285618 -0.037374 0.0468264 0.0473588 -0.0421606 0.0387959 -0.0312263 -0.0164795 0.0416946 0.0564661 0.0380759 -0.0144438 0.0510197 0.0483873 -0.0229626 0.0428538 0.0334604 0.0173624 0.03576 -0.0278305 0.0335525 -0.0206528 -0.018447 0.0279921 0.00667256 -0.00443754 0.0231706 -0.0266913 -0.026313 0.00708296 leaf_count=129 131 654 102 176 296 366 4847 5476 104 162 334 3163 161 226 114 331 140 335 188 795 342 379 2530 719 1826 3041 331 3661 1600 6347 internal_value=0 0.033378 0.0275429 0.0336407 0.0279713 -0.095893 -0.11881 -0.0691399 0.0216944 0.0265158 0.0442586 -0.100486 0.0380975 0.0255404 0.269483 0.0185738 0.0122767 0.00551948 -0.00381508 0.0234182 0.0471064 0.0624787 0.0467435 0.0752946 -0.0984994 -0.104071 -0.111162 -0.129778 -0.184022 0.094554 internal_count=39006 26360 26231 25577 25475 12646 12515 7668 25299 25003 21736 3267 21574 21126 448 20965 20739 20408 20268 13378 11443 10648 10306 7445 7302 6890 2861 6702 1935 7066 Tree=793 num_leaves=31 split_feature=67 1 78 8 54 29 32 40 15 57 43 85 15 12 21 35 20 3 33 78 12 46 47 61 17 65 48 13 87 35 split_gain=5.0809 4.80569 4.58466 4.91108 4.66034 4.33086 4.08949 4.52706 5.69191 4.7166 3.89532 5.50219 4.93958 4.61927 5.15064 4.60141 4.15963 3.82242 3.65437 3.60425 3.50338 3.46667 3.39088 3.38666 3.26203 3.16322 3.7582 3.04804 4.46529 3.03816 threshold=2 2 2 5 3 3 6 1 7 2 1 3 0 1 1 0 1 1 2 1 2 1 2 0 3 1 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 20 -9 -10 17 -12 13 14 -13 16 25 -11 -18 -15 -8 -19 23 -22 -17 -14 -27 28 -24 -26 right_child=1 2 3 4 5 6 7 8 9 10 11 12 15 19 -16 24 18 21 -20 -21 22 -23 27 -25 29 26 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 20 8 9 17 11 14 25 19 14 24 18 21 18 19 23 21 28 23 29 26 26 27 28 29 leaf_value=-0.024117 -0.0435053 -0.0216839 0.0429422 -0.0404104 -0.0630967 0.0247825 -0.0449284 0.0246102 -0.038058 0.0134169 0.0135586 0.0294735 -0.0188007 -0.0242106 -0.0320639 -0.0503091 0.031518 0.0246743 0.00432479 -0.000468004 -0.00269495 -0.0118563 -0.0247977 -0.0448263 0.00285989 -0.0057592 0.0338227 0.000462861 0.00736714 -0.0165027 leaf_count=933 745 1032 100 398 174 214 218 390 527 570 1143 133 170 550 804 128 310 211 6421 13350 233 3171 1406 311 1460 170 543 1806 354 1031 internal_value=0 -0.00291528 -0.001445 0.0013787 -0.00016332 0.00139286 0.00232021 6.14187e-05 0.00871675 0.00503865 0.00694397 0.0149788 0.00708097 -0.0157184 -0.2243 0.0470438 0.0712372 -0.06895 0.0531965 -0.00930292 -0.0715162 -0.0997224 -0.0597516 -0.258632 -0.0495297 0.217642 0.262776 -0.0374491 -0.142829 -0.0313005 internal_count=39006 38073 37328 36296 36196 35798 35624 35410 31082 30692 30165 26213 25070 14837 937 10233 7614 3952 6731 13900 4328 3382 4110 544 2619 883 713 3566 1760 2491 Tree=794 num_leaves=31 split_feature=31 54 74 86 88 46 0 31 31 73 69 85 21 66 31 67 42 0 18 54 66 15 69 71 20 67 13 53 14 78 split_gain=4.84063 4.63225 4.30003 5.71755 5.51624 4.3696 4.09503 4.02204 3.77525 3.7077 3.51945 6.62555 3.76123 4.7013 3.34215 3.28884 3.27509 4.86318 4.20165 4.12032 3.5935 3.49447 4.3296 3.44717 3.31803 3.27128 3.94859 5.40014 3.54283 3.65243 threshold=11 4 0 2 0 1 4 8 10 1 0 0 0 1 3 2 1 1 2 1 3 1 1 4 1 1 0 0 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 -3 6 -6 -5 -8 -4 -9 11 12 13 -7 -10 -11 17 -17 -18 -19 -20 -21 -23 -22 -24 26 -16 -28 -27 -30 right_child=1 2 8 4 5 10 7 9 14 15 -12 -13 -14 -15 25 16 18 19 20 21 23 22 24 -25 -26 28 27 -29 29 -31 leaf_parent=0 1 3 8 6 5 13 7 9 14 15 10 11 12 13 26 17 18 19 20 21 23 22 24 23 24 28 27 27 29 29 leaf_value=0.0390878 -0.0589239 -0.0218731 0.0229598 -0.040284 -0.0251412 0.0501553 0.0255035 -0.0108187 -0.038011 -0.0294185 0.016587 0.0159081 -0.0417972 -0.0147933 -0.0155365 0.041449 0.0404609 -0.0307044 -0.0129378 -0.0108779 0.0239843 -0.0136598 0.0433497 0.000254011 0.0123416 0.0115125 0.0572234 -0.00363515 -0.0418725 -0.00906972 leaf_count=108 205 908 141 175 393 211 178 1936 506 385 2806 662 1196 796 642 160 157 125 1335 334 250 202 110 17044 1043 216 128 218 583 5854 internal_value=0 0.00138757 0.00263718 0.0134563 0.0180583 0.0967563 0.00469906 0.00693925 -0.0608215 0.00330507 0.113239 0.0212569 -0.160434 -0.0324693 -0.0750709 0.0108691 0.0134877 0.0833065 0.0019965 0.0578532 -0.000980771 0.0789303 0.115687 0.00706274 0.156206 -0.0624715 0.114925 0.272954 -0.0845531 -0.108444 internal_count=39006 38898 38693 30405 29497 6064 23433 23258 8288 23080 5671 2865 2203 1007 8147 21145 20760 1974 18786 1814 18629 1689 1355 17294 1153 7641 988 346 6653 6437 Tree=795 num_leaves=31 split_feature=8 61 13 53 43 61 84 84 53 13 78 26 84 57 87 32 61 13 21 47 87 84 14 13 38 47 24 31 74 13 split_gain=5.76822 4.77777 5.47642 4.20993 5.20693 4.12256 4.20577 3.58891 4.78736 4.21237 3.45791 3.16702 3.40597 3.37826 3.13469 3.01084 3.00618 3.04788 2.55288 2.50108 2.42717 2.36167 2.97881 2.32623 2.49802 2.88129 3.23237 2.71088 2.26278 5.37223 threshold=1 0 0 3 1 1 1 0 1 4 2 1 0 1 3 0 2 1 1 0 0 0 0 6 1 0 4 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 3 21 4 -2 14 -7 9 -9 -8 -5 12 19 -13 -4 -6 17 -11 -10 -12 -20 -3 -23 -16 -25 -26 -27 -28 -15 -30 right_child=1 2 5 10 15 6 7 8 18 16 11 13 -14 28 23 -17 -18 -19 20 -21 -22 22 -24 24 25 26 27 -29 29 -31 leaf_parent=0 4 21 14 10 15 6 9 8 18 17 19 13 12 28 23 15 16 17 20 19 20 22 22 24 25 26 27 27 29 29 leaf_value=-0.0205682 0.096579 -0.0280335 -0.0316332 0.0353698 -0.0217794 -0.0393489 0.0330665 0.0696155 -0.0297478 -0.0418028 -0.0151132 -0.0329288 0.0579192 0.00367421 -0.0224503 0.0480298 -0.0318039 0.00731596 -0.0168776 0.0402392 0.0329124 -0.0424028 0.00303674 0.0530474 0.0203871 -0.0550904 0.0124547 -0.0321759 -0.0376827 0.00452181 leaf_count=3491 146 6204 176 415 332 654 185 133 160 416 445 971 137 14031 156 149 1453 624 207 276 245 811 729 197 1194 124 924 410 2563 1049 internal_value=0 0.00771334 -0.0556508 0.0410886 0.381888 -0.00439343 -0.0905913 -0.0410903 0.143146 -0.121886 0.0327406 0.0252817 0.2604 0.0157394 0.0799123 0.129845 -0.177423 -0.0342123 0.0253652 0.0663407 0.155864 -0.192727 -0.0656501 0.107496 0.133628 0.108304 -0.0207289 0.0405941 0.0229572 -0.10058 internal_count=39006 35515 15002 20513 627 7258 4077 3423 745 2678 19886 19471 858 18613 3181 481 2493 1040 612 721 452 7744 1540 3005 2849 2652 1458 1334 17643 3612 Tree=796 num_leaves=29 split_feature=33 49 46 42 24 25 54 74 10 85 61 0 36 11 24 90 71 66 66 32 47 66 32 7 24 32 24 13 split_gain=7.16164 2.63852 1.99915 2.09039 4.88595 2.53313 2.39539 1.33385 1.27225 1.21664 1.18929 1.0429 1.03793 1.1179 1.03011 0.939519 0.81171 1.49462 1.12196 0.658718 0.555967 0.606152 0.511579 0.431757 0.401559 0.231489 0.0703829 1.61292e-06 threshold=0 1 1 1 0 0 1 0 0 0 0 1 1 1 0 1 0 2 0 0 1 0 0 1 0 0 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=9 -2 -3 4 -4 6 -5 8 11 10 20 -8 -13 -14 19 -15 17 -17 22 -7 -1 -22 -19 -20 -9 -25 -11 -28 right_child=1 2 3 5 -6 14 7 24 -10 26 -12 12 13 15 -16 16 -18 18 23 -21 21 -23 -24 25 -26 -27 27 -29 leaf_parent=20 1 2 4 6 4 19 11 24 8 26 10 12 13 15 14 17 16 22 23 19 21 21 22 25 24 25 27 27 leaf_value=0.00557995 -0.0491038 -0.042324 -0.0630232 -0.0311504 0.02737 -0.0234223 -0.0130985 0.002947 -0.0107583 -0.0401119 -0.0447102 -0.00209711 0.050828 0.044636 -0.0433688 0.052774 -0.00090003 0.0386318 0.0212935 0.00998907 -0.00782177 -0.0360871 0.0139327 -0.0111633 -0.022201 0.00664296 -0.0501322 -0.0500797 leaf_count=2211 773 525 394 641 370 779 271 402 679 3331 6639 420 259 224 718 224 655 518 159 283 3541 3835 274 375 680 272 3165 6389 internal_value=0 -0.00337595 0.0146104 0.0303485 -0.248604 0.0571073 0.0969963 0.123627 0.153724 -0.320437 -0.234194 0.180583 0.200947 0.231261 -0.191409 0.201533 0.17023 0.211896 0.158239 -0.0711079 -0.140204 -0.209001 0.288902 0.0443332 -0.0907654 -0.0192501 -0.47156 -0.50102 internal_count=39006 9895 9122 8597 764 7833 6053 5412 4330 29111 16226 3651 3380 2960 1780 2701 2477 1822 1598 1062 9587 7376 792 806 1082 647 12885 9554 Tree=797 num_leaves=31 split_feature=92 59 10 87 60 0 21 59 59 60 10 59 14 16 14 12 3 85 36 47 41 38 10 31 34 43 66 25 85 74 split_gain=5.38189 5.15204 5.23583 4.81108 4.78361 4.86388 4.32415 4.67541 4.38172 4.34428 4.20822 3.99359 3.96165 8.50311 4.68167 4.68525 3.63532 3.48596 3.39934 3.50795 3.33162 4.28254 4.09491 3.93995 5.71943 5.62633 5.22139 4.34521 3.72751 3.55548 threshold=1 8 10 0 1 7 7 14 16 4 0 12 0 1 1 2 3 0 3 8 0 2 2 2 0 0 0 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=3 -2 -3 -1 10 -6 -7 -8 -9 -10 17 -11 16 -14 -15 -16 -13 -4 -18 -20 21 -21 -23 -22 25 26 28 -27 -25 -24 right_child=1 2 4 -5 5 6 7 8 9 11 -12 12 13 14 15 -17 18 -19 19 20 23 22 29 24 -26 27 -28 -29 -30 -31 leaf_parent=3 1 2 17 3 5 6 7 8 9 11 10 16 13 14 15 15 18 17 19 21 23 22 29 28 24 27 26 27 28 29 leaf_value=0.0257671 0.0358766 0.0446965 0.00862515 -0.00723853 0.0533863 0.0411031 0.0498491 0.0518252 0.045147 0.0307913 0.0295192 0.0280023 0.0199289 -0.00992878 0.031825 -0.0354973 -0.0405146 -0.055089 -0.0501581 -0.0419001 -0.018888 -0.0328804 0.0280082 -0.00401455 -0.00910332 0.0323908 0.00779881 0.0040516 -0.0462012 -0.0054861 leaf_count=1132 340 403 219 541 113 111 116 104 239 584 1012 360 785 4149 144 5244 251 118 252 505 500 447 394 396 1657 763 1670 413 411 15633 internal_value=0 -0.0122715 -0.0173154 0.155192 -0.0214676 -0.0309183 -0.0342782 -0.0380893 -0.0415383 -0.0446566 0.166563 -0.0481644 -0.052689 -0.131901 -0.183054 -0.311606 -0.0322559 -0.0873928 -0.0382389 -0.033386 -0.0294097 -0.0720256 -0.0586915 0.012433 0.033193 0.0870661 0.011147 0.21139 -0.199922 -0.0416841 internal_count=39006 37333 36993 1673 36590 35241 35128 35017 34901 34797 1349 34558 33974 10322 9537 5388 23652 337 23292 23041 22789 16979 16474 5810 5310 3653 2477 1176 807 16027 Tree=798 num_leaves=31 split_feature=36 44 38 48 47 29 80 85 24 4 3 13 75 41 85 13 83 80 71 77 71 41 14 75 0 31 38 84 66 19 split_gain=4.94472 4.69802 4.20148 4.18133 4.04369 3.68536 3.77843 4.15198 4.26123 4.07834 3.8504 3.73265 4.03985 3.66135 3.66021 3.33467 3.25812 2.95517 3.13621 4.50584 4.21601 4.21001 4.05454 3.5015 2.92113 3.45891 3.42766 3.07307 3.37034 3.35002 threshold=2 2 5 5 1 1 1 1 0 1 0 0 0 1 6 2 1 2 0 1 1 0 2 0 1 8 2 2 3 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=4 -2 -3 -4 -1 11 15 8 -8 -9 -10 -5 -13 -6 -11 -7 -16 -18 24 21 -21 -20 -22 -24 -19 -26 -27 -28 29 -29 right_child=1 2 3 5 13 6 7 9 10 14 -12 12 -14 -15 16 -17 17 18 19 20 22 -23 23 -25 25 26 27 28 -30 -31 leaf_parent=4 1 2 3 11 13 15 8 9 10 14 10 12 12 13 16 15 17 24 21 20 22 21 23 23 25 26 27 29 28 29 leaf_value=-0.0154808 0.026629 0.0336253 0.0601051 -0.0388026 0.0572307 0.0538883 0.00174828 -0.0270028 -0.0251276 0.0292174 0.0119121 -0.0324551 0.0366801 0.0163354 -0.0449806 0.00836649 0.0337934 -0.0145428 -0.00722889 -0.0020004 0.0243261 0.05784 -0.0364249 -0.000922711 -0.0456224 0.0308938 0.0277512 0.0119936 0.000609209 0.0706852 leaf_count=363 322 100 143 1628 173 118 1582 972 4582 321 433 408 171 736 363 1126 200 1528 217 3614 328 146 2655 307 144 344 317 931 14599 135 internal_value=0 -0.00663344 -0.0137967 -0.0189225 0.184177 -0.0218449 -0.0138834 -0.0250584 -0.119209 -0.00364347 -0.200902 -0.223369 0.0363119 0.267046 0.00548217 0.139132 -0.00238842 0.00222404 -0.0034091 -0.0740598 -0.105518 0.247103 -0.226894 -0.278259 0.0254743 0.0411425 0.0481019 0.0347675 0.0212648 0.271369 internal_count=39006 37734 37412 37312 1272 37169 34962 33718 6597 27121 5015 2207 579 909 26149 1244 25828 25465 25265 7267 6904 363 3290 2962 17998 16470 16326 15982 15665 1066 Tree=799 num_leaves=31 split_feature=1 57 57 18 42 83 69 51 83 47 70 29 77 57 57 88 24 67 32 40 13 2 65 0 7 61 69 86 29 61 split_gain=8.24108 7.01002 6.76265 6.51847 6.62249 6.71783 6.02387 8.96986 8.60741 6.52136 5.84708 5.14762 4.94051 4.93151 4.75749 4.65812 6.0862 6.06946 5.15228 4.62925 4.45213 4.38683 4.25586 4.13155 3.8304 3.7845 4.05689 3.50765 3.45653 3.64632 threshold=6 8 7 4 3 1 1 2 2 6 4 2 2 6 4 0 1 1 0 2 4 4 4 1 2 0 0 3 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 12 -8 -9 -10 -11 -12 -7 -13 -15 18 17 -17 20 -14 -16 -18 -23 -21 -25 -19 -27 -22 29 -20 right_child=1 2 3 4 5 6 7 8 9 10 11 13 19 14 15 16 21 25 28 23 27 22 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 12 7 8 9 10 11 13 19 14 20 17 21 25 29 23 27 22 22 24 24 26 26 27 28 29 leaf_value=0.0570823 0.057255 0.0547069 0.049198 -0.0416376 0.0247219 0.0418753 0.03414 0.0512053 -0.0369034 0.0321316 0.0257737 0.0419693 0.0445069 0.0285049 -0.0580992 -0.0303515 0.0530295 -0.00427366 0.0241148 0.0252134 -0.04444 0.0367206 -0.00862811 0.0277397 -0.0025141 0.0460289 0.0115978 -0.0043477 -0.0214571 -0.0263018 leaf_count=101 104 121 102 462 550 149 605 113 694 165 220 127 202 223 479 169 115 320 180 612 129 106 4205 298 4705 412 408 15182 7588 160 internal_value=0 0.0023037 -0.000859964 -0.00405392 -0.00747446 -0.00322975 -0.0103327 -0.0291005 -0.037109 -0.0424057 -0.0355935 -0.0412997 0.0770727 -0.0473915 -0.051204 -0.0563546 0.0166629 0.160443 -0.0799342 0.0547971 -0.0542243 -0.0474325 -0.0640557 0.0353323 0.00250046 0.224687 0.303807 -0.0490072 -0.177926 0.0439898 internal_count=39006 38905 38801 38680 38578 38116 37566 31600 30995 30882 30188 30023 5966 29803 29676 29453 5735 1309 23718 5817 15790 4426 4311 5615 5003 1140 820 15311 7928 340 Tree=800 num_leaves=31 split_feature=52 13 13 35 67 30 43 40 46 74 73 75 75 65 52 85 70 53 84 59 40 16 59 65 36 76 71 8 31 12 split_gain=4.99951 4.96106 6.49854 5.47548 4.8857 4.57753 3.9687 3.83155 3.82681 3.96076 3.81119 5.00855 4.29651 4.45688 4.25676 4.50344 3.79572 3.53773 3.09527 4.72998 3.28889 4.20202 3.62465 3.58237 4.16536 3.28329 3.23153 3.11896 3.1024 2.97995 threshold=4 0 1 0 1 1 2 2 1 5 1 0 1 0 2 0 1 1 0 0 1 3 0 0 1 1 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 5 7 4 -4 -2 -5 -3 -7 -10 11 -11 -13 -14 15 -12 17 -9 20 29 22 -22 26 24 28 -26 -16 -27 -23 -20 right_child=1 2 3 6 -6 8 -8 16 9 10 14 12 13 -15 18 -17 -18 -19 19 -21 21 23 -24 -25 25 27 -28 -29 -30 -31 leaf_parent=0 5 7 4 6 4 8 6 17 9 11 15 12 13 13 26 15 16 17 29 19 21 28 22 23 25 27 26 27 28 29 leaf_value=0.0400654 -0.0309569 0.0259115 0.0221459 -0.05054 -0.0303199 -0.0153899 -0.000392865 -0.0654037 0.0516201 0.00288804 0.00308496 -0.00328042 0.0749044 0.00770255 0.0295769 0.0570106 0.00291239 -0.0111718 0.0130849 0.0124881 0.0377439 -0.000877772 -0.00883029 -0.0103555 0.049093 -0.0188872 -0.00369944 0.00735932 -0.0426921 -0.0268469 leaf_count=160 1144 284 338 167 8059 1056 2497 140 106 1259 244 237 220 156 760 177 5086 570 223 734 140 543 540 3025 146 587 240 7804 354 2010 internal_value=0 -0.00349248 -0.0606676 -0.146665 -0.258034 0.0286511 -0.0401039 0.0171194 0.0364835 0.0483854 0.0430588 0.198323 0.404101 0.555702 0.0274401 0.283285 -0.0139213 -0.208971 0.0157884 -0.0985818 0.0356042 0.0103357 0.147417 -0.0017196 0.0365464 0.0640335 0.219078 0.0511285 -0.190236 -0.20353 internal_count=39006 38846 17141 11061 8397 21705 2664 6080 20561 19505 19399 1872 613 376 17527 421 5796 710 17106 2967 14139 12599 1540 12459 9434 8537 1000 8391 897 2233 Tree=801 num_leaves=31 split_feature=16 16 35 70 83 87 64 83 66 10 31 52 17 63 16 14 21 44 69 2 25 21 34 87 86 67 84 16 63 58 split_gain=4.8273 4.41241 3.9457 3.96254 3.93308 3.72717 4.10789 3.98705 3.94855 3.94353 4.35147 4.00603 3.73871 3.70001 3.37691 3.71947 3.16236 3.27818 3.10129 2.53785 3.41899 2.95145 2.74638 2.51343 2.60483 2.88371 2.36172 3.23095 2.76398 2.28341 threshold=5 6 5 5 1 0 3 2 0 0 4 3 0 2 3 0 2 1 3 0 0 1 0 1 2 1 1 1 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 6 -6 -8 -7 11 -11 -9 13 -13 -15 29 -14 -18 -10 20 22 -22 -19 24 -20 -26 28 -28 -27 -16 right_child=1 2 3 4 5 8 7 9 18 10 -12 12 16 14 15 -17 17 19 23 -21 21 -23 -24 -25 25 26 27 -29 -30 -31 leaf_parent=0 1 2 3 4 6 8 7 11 18 10 10 13 16 14 29 15 17 22 24 19 21 21 22 23 25 28 27 27 28 29 leaf_value=0.0356376 0.0511186 0.0326251 0.0501054 0.0265118 0.0503143 -0.0317939 0.0481324 0.0498381 0.0355265 0.0407661 -0.0163094 0.0246968 -0.0209309 0.0295997 0.0364184 -0.027327 -0.0391176 0.018251 0.0433593 -0.00618672 0.0935667 0.0283142 -0.019778 -0.0226874 0.0311369 0.0517892 0.0258271 -0.0253522 -0.0115557 -0.00473034 leaf_count=163 100 243 124 543 180 4880 131 137 381 188 7396 478 530 114 106 3713 141 1803 182 778 184 491 396 3365 269 215 235 2617 261 8662 internal_value=0 0.000531052 -0.00419666 -0.0107903 -0.0151507 -0.023122 -9.01317e-05 -0.00602061 -0.117659 -0.0120343 -0.128951 0.013065 0.00560391 -0.0328349 -0.0501974 -0.0637995 0.0948712 0.126572 -0.0588676 0.14789 0.190304 0.497568 0.143409 -0.0877542 -0.0132033 -0.0501522 -0.104886 -0.178193 0.149649 -0.0380659 internal_count=39006 38843 38743 38500 38376 37833 25428 25248 12405 25117 7584 17533 17396 13073 12595 12481 4323 3793 7525 3652 2874 675 2199 7144 3779 3597 3328 2852 476 8768 Tree=802 num_leaves=31 split_feature=57 50 46 8 61 29 1 80 40 76 47 67 15 3 86 25 25 84 52 32 91 61 70 74 56 0 73 8 0 68 split_gain=4.91246 4.32387 4.24157 4.17535 4.08413 4.37481 4.1768 3.95848 3.95489 3.74188 3.6683 3.66557 3.51702 3.26719 4.22111 3.61653 4.09014 3.74658 3.45892 3.38483 4.01459 5.28277 3.89821 4.62236 3.64201 3.60051 3.68859 3.24432 3.46007 3.36026 threshold=2 1 2 4 5 2 2 1 1 4 2 2 7 4 4 0 1 1 3 0 1 0 1 1 2 1 2 2 2 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 10 -10 -9 -11 -13 -14 -15 18 -17 -18 -16 20 21 -20 23 -21 -22 -24 -27 -26 -29 -30 right_child=1 2 3 4 5 6 7 8 9 11 -12 12 13 14 15 16 17 -19 19 22 24 -23 25 -25 27 26 -28 28 29 -31 leaf_parent=0 1 2 3 4 5 6 7 10 9 11 10 12 13 14 18 16 17 17 21 23 24 21 25 23 27 26 26 28 29 29 leaf_value=-0.0332648 -0.035588 -0.0348968 0.0278418 0.0177574 -0.0478152 -0.0454246 -0.0167208 -0.0265281 0.0428975 -0.0234184 -0.00398336 0.0211994 0.052722 -0.0522608 -0.0280926 -0.00205565 0.0247362 -0.0328101 -0.028365 0.0280697 -0.0589492 0.00298702 0.0186197 -0.0140286 -0.0244367 0.0290761 0.00394101 -0.021381 -0.0367938 0.00213479 leaf_count=750 649 509 262 623 268 632 1170 581 167 589 3524 338 425 166 143 2371 195 2511 692 111 258 559 786 753 284 213 6541 328 237 12371 internal_value=0 0.000551132 0.00214973 0.00374877 0.00172742 -0.00138365 -0.000132777 0.00112435 0.00434735 0.0124742 -0.0636278 0.0110692 0.0134144 0.0106088 0.00959288 0.0108695 -0.0841121 -0.255031 0.017013 0.0190074 -0.00179711 -0.133822 0.0471432 -0.0811521 0.00734978 0.059504 0.046829 0.00931251 0.0134396 0.018433 internal_count=39006 38256 37607 37098 36836 36213 35945 35313 34143 30038 4105 29871 29282 28944 28519 28353 5077 2706 23276 23133 14729 1251 8404 864 13478 7540 6754 13220 12936 12608 Tree=803 num_leaves=31 split_feature=15 13 31 42 86 78 39 91 86 18 53 23 47 39 47 66 73 61 65 42 61 42 32 36 15 53 16 23 66 52 split_gain=4.70561 4.46664 4.04606 3.8132 4.07677 3.62485 3.71887 3.77766 3.64098 3.75173 6.65725 4.09954 4.85304 4.17159 3.56268 3.85626 5.82613 5.76033 4.71413 3.65016 3.47518 3.44502 6.66227 4.46421 3.49943 3.39874 3.38134 3.7131 3.11918 3.25998 threshold=10 15 2 5 3 2 7 3 2 1 0 2 8 10 5 2 1 0 0 1 0 1 0 3 1 1 1 11 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 28 -4 -5 -6 -7 -8 -9 10 20 25 -13 -14 19 16 -16 -18 -19 -15 -10 22 24 -23 -17 -11 -25 -28 -3 -30 right_child=1 2 3 4 5 6 7 8 9 11 -12 12 13 14 15 21 17 18 -20 -21 -22 23 -24 26 -26 -27 27 -29 29 -31 leaf_parent=0 1 28 3 4 5 6 7 8 20 25 10 12 13 19 16 24 17 18 18 19 20 23 22 26 24 25 27 27 29 29 leaf_value=0.0355075 0.0374505 0.0147141 0.0275506 -0.0320294 -0.0200509 0.017806 -0.0392597 -0.0159932 0.0425128 -0.0274471 -0.00489716 0.0306247 0.0306033 -0.0155407 -0.0361779 -0.028358 0.00313682 0.0420988 -0.00204249 0.0201548 0.00197705 0.0293099 0.0192676 -0.0150109 0.0015608 -0.00434929 0.0381737 -0.00159787 0.0105005 -0.0261574 leaf_count=175 109 325 148 414 984 416 537 1155 399 577 1031 261 161 119 222 247 1382 669 291 753 185 240 788 1718 1076 3791 148 18432 301 1952 internal_value=0 0.00351774 0.00159708 0.00618226 0.00383837 0.00593867 0.00888968 0.00514219 0.00679718 0.0106182 0.144593 0.00560606 0.0157976 0.0122718 0.00923884 0.00334852 0.105871 0.142638 0.30743 0.139752 0.315292 -0.00513419 0.06868 -0.0165305 -0.029417 -0.0690836 -0.0205947 -0.0131388 -0.1399 -0.195415 internal_count=39006 38831 38722 36144 35996 35582 34598 34182 33645 32490 1615 30875 26507 26246 26085 25213 2564 2342 960 872 584 22649 2111 20538 1323 4368 20298 18580 2578 2253 Tree=804 num_leaves=31 split_feature=61 61 24 84 84 61 53 24 13 85 21 47 39 74 67 63 91 47 59 84 13 65 20 24 88 52 7 25 42 40 split_gain=4.27166 5.32428 5.2084 5.1131 7.37264 4.49675 3.99489 3.23018 3.9108 3.52327 3.07967 2.92546 2.92918 5.40476 3.89288 3.32449 3.34469 2.8879 3.14902 4.59618 2.86578 2.77693 2.69543 2.53817 3.03869 3.90608 2.96404 2.59334 2.53473 2.48102 threshold=0 1 0 1 0 2 1 3 0 3 1 8 0 0 2 0 0 3 0 0 1 1 1 2 1 1 0 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=11 2 -2 -3 5 20 -6 -4 -9 -10 -8 -1 13 15 -14 17 -17 -13 22 -20 -5 -12 -19 -24 -25 -26 27 -27 -11 -16 right_child=1 3 7 4 6 -7 10 8 9 28 21 12 14 -15 29 16 -18 18 19 -21 -22 -23 23 24 25 26 -28 -29 -30 -31 leaf_parent=11 2 3 7 20 6 5 10 8 9 28 21 17 14 13 29 16 16 22 19 19 20 21 23 24 25 27 26 27 28 29 leaf_value=-0.0490968 -0.0228063 -0.0424297 0.0296226 -0.0431473 0.0497521 -0.0328915 -0.0282945 -0.0187701 -0.0362096 0.0517795 0.0480107 0.0506867 0.0582008 -0.0287491 0.0212111 -0.016731 0.0324807 0.0424343 0.000199719 0.0555342 0.00113217 0.00100688 -0.0286565 0.0478107 0.0344669 0.0374705 -0.0405626 -0.00559763 0.0093054 0.00365055 leaf_count=217 3466 1265 473 454 223 3849 285 1442 161 103 186 301 124 3506 780 2993 350 307 1424 169 2331 608 260 288 265 211 620 2546 1902 7897 internal_value=0 -0.0660302 0.0143686 -0.146609 -0.10175 -0.200017 0.110562 0.0665925 0.0250329 0.0891763 0.018228 0.0230283 0.0266708 -0.0287171 0.0607558 0.00661886 -0.117657 0.0580575 0.0405635 0.247668 -0.055602 0.131507 -0.00238665 -0.0239293 0.0106949 -0.0156673 -0.0621035 -0.0203785 0.124632 0.0529803 internal_count=39006 16748 7547 9201 7936 6634 1302 4081 3608 2166 1079 22258 22041 13240 8801 9734 3343 6391 6090 1593 2785 794 4497 4190 3930 3642 3377 2757 2005 8677 Tree=805 num_leaves=27 split_feature=33 45 14 61 0 42 74 84 66 47 70 53 7 32 39 53 33 47 24 7 61 15 23 7 63 85 split_gain=8.16222 2.13731 2.78374 1.8325 1.77273 1.63355 1.98917 1.95492 1.67267 1.87381 1.79537 1.74144 1.81144 1.34111 1.07379 1.0558 0.969886 0.866619 1.20593 0.84706 0.709664 0.49873 0.193907 0.150947 0.0594682 3.87559e-06 threshold=0 1 1 0 1 1 0 0 0 0 1 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=14 -2 3 19 -4 -6 7 8 16 -10 -11 12 -12 -8 15 17 -7 -1 22 -3 -5 23 -19 -18 25 -16 right_child=1 2 4 20 5 6 13 -9 9 10 11 -13 -14 -15 24 -17 21 18 -20 -21 -22 -23 -24 -25 -26 -27 leaf_parent=17 1 19 4 20 5 16 13 7 9 10 12 11 12 13 25 15 23 22 18 19 20 21 22 23 24 25 leaf_value=0.00491034 -0.0347162 0.0214258 -0.0400129 0.0198984 -0.0271615 -0.00162339 -0.0402653 -0.0307239 -0.0288349 0.0364328 0.0316564 -0.0266832 -0.0106424 0.00447219 -0.0501489 -0.050146 0.0321528 -0.000902125 -0.0501909 0.0539573 -0.0120813 0.016818 -0.0205341 0.046739 -0.0411124 -0.0500643 leaf_count=2115 768 367 685 279 598 742 1020 828 690 316 543 574 320 538 4088 6590 420 1267 2918 238 384 312 2231 255 4535 5385 internal_value=0 0.0165113 0.0361843 0.227481 -0.0151629 0.00544707 0.0332481 0.0747277 0.105709 0.0202343 0.0864967 0.000838848 0.113665 -0.215565 -0.32606 -0.244116 0.233777 -0.173206 -0.259148 0.389733 0.0391594 0.297204 -0.107295 0.376436 -0.470602 -0.501084 internal_count=39006 9877 9109 1268 7841 7156 6558 5000 4172 2443 1753 1437 863 1558 29129 15121 1729 8531 6416 605 663 987 3498 675 14008 9473 Tree=806 num_leaves=31 split_feature=56 32 32 0 65 13 10 47 45 56 61 16 14 10 56 42 3 23 2 2 22 25 0 24 72 13 28 61 92 91 split_gain=5.96504 4.82005 7.89193 9.40116 5.58975 5.06717 4.96591 4.27932 4.16898 4.54439 4.2089 3.99962 4.00446 3.83733 4.02466 4.16973 4.17813 3.62787 3.86969 4.05914 3.9253 3.45692 3.44907 5.53944 3.36147 3.30506 2.95528 2.94607 2.93756 3.35457 threshold=6 0 1 3 0 4 8 1 3 3 6 2 1 7 4 2 4 2 0 1 2 1 2 0 2 1 1 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 5 4 -4 25 -2 -7 -5 -8 -10 -11 -6 -13 -12 -15 -16 -17 -18 20 -20 -19 -14 23 -22 -24 -3 -9 -23 -26 -30 right_child=1 2 3 7 11 6 8 26 9 10 13 12 21 14 15 16 17 18 19 -21 22 27 24 -25 28 -27 -28 -29 29 -31 leaf_parent=0 5 25 3 7 11 6 8 26 9 10 13 12 21 14 15 16 17 20 19 19 23 27 24 23 28 25 26 27 29 29 leaf_value=0.0554249 -0.0406059 0.0146045 0.0750343 0.00253209 0.0612418 0.0465392 0.039503 0.000556184 0.02898 -0.0527542 0.0382738 0.0422614 -0.0214448 0.0387371 -0.0276627 0.0396054 0.0119211 0.0349418 -0.0018291 0.0190419 -0.0228005 0.0339315 -0.0308032 0.0531299 0.016309 -0.0136618 -0.0320118 0.0021046 0.0182463 -0.00719218 leaf_count=106 670 823 121 1014 107 559 314 498 427 142 574 284 249 198 587 315 2856 203 1418 1830 137 379 882 277 430 4595 4671 1105 432 12804 internal_value=0 0.00135941 -0.0636935 -0.188332 0.013495 0.0266309 0.0321768 -0.220255 0.0266787 0.0211813 0.0128413 0.12683 0.0916439 0.0168002 0.0114311 0.00586938 0.0136511 0.00773217 -0.0101701 0.0784638 -0.0380445 0.0362115 -0.0465467 0.239732 -0.0568797 -0.0838637 -0.277688 0.109979 -0.0449863 -0.0581255 internal_count=39006 38900 13846 6304 7542 25054 24384 6183 23825 23511 23084 2124 2017 22942 22368 22170 21583 21268 18412 3248 15164 1733 14961 414 14547 5418 5169 1484 13666 13236 Tree=807 num_leaves=31 split_feature=58 49 14 16 55 41 17 16 55 61 61 7 66 85 56 25 66 61 89 66 31 66 39 1 65 85 59 35 2 61 split_gain=3.86571 4.1844 4.46903 7.39536 4.55449 4.12343 3.88548 5.9418 5.42585 5.13453 3.76061 3.5843 3.3436 3.12169 3.03822 3.07327 4.81754 3.37936 4.97993 3.42216 3.07502 3.02799 2.99692 2.8766 3.11981 3.56797 3.23719 3.08787 5.18283 2.59786 threshold=1 3 0 2 3 2 0 1 1 2 1 0 9 1 2 1 0 0 1 3 0 1 1 1 0 2 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 4 -4 -3 10 9 11 -9 13 -6 -8 -5 -7 -11 16 -16 19 -19 20 -17 -10 -15 -21 26 -26 -25 28 -28 -20 right_child=1 2 3 12 5 6 7 8 21 14 -12 -13 -14 22 15 17 -18 18 29 23 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_parent=0 1 4 3 12 10 13 11 8 21 14 10 11 12 22 16 20 16 18 29 23 20 21 22 26 25 25 28 27 28 29 leaf_value=0.0119699 0.0203618 0.0634932 0.0393381 0.0410822 0.056536 -0.0141005 0.034659 0.0136068 0.00916494 -0.0385682 0.00865961 -0.0112047 -0.0143684 0.0798398 0.0457189 -0.00101457 -0.00667454 0.0339019 -0.00977569 -0.0284726 0.0507333 -0.0247187 0.0255731 -0.0237312 -0.0362041 0.0210416 0.0739909 -0.0164046 0.00291423 -0.035865 leaf_count=2561 369 118 166 110 342 279 500 538 810 324 1061 419 10049 185 607 435 580 188 2439 353 282 4627 793 646 112 1102 143 1456 6119 1293 internal_value=0 -0.012666 -0.0211111 -0.102312 0.00385115 -0.000428418 -0.011731 -0.0970321 -0.153775 0.016874 0.217374 0.164823 -0.131091 0.286005 0.000875407 0.00785817 0.209997 -0.00589323 -0.116593 0.0235964 0.285843 -0.210732 0.395263 0.00763245 0.020402 0.158985 -0.0100908 0.0134527 0.04518 -0.166787 internal_count=39006 36445 36076 10325 25751 25633 24230 6894 5975 17336 1403 919 10159 1257 16079 15755 1187 14568 3920 10648 717 5437 978 9931 9578 1214 8364 7718 6262 3732 Tree=808 num_leaves=31 split_feature=13 30 89 68 89 46 46 46 14 18 18 89 63 29 86 1 24 89 14 14 63 40 63 67 76 42 31 15 23 1 split_gain=7.34913 7.06153 6.52156 6.45086 6.10899 6.04513 6.13519 6.30453 6.76142 6.34002 5.71722 5.2821 6.80089 4.91993 4.66186 4.36336 4.23852 4.19852 5.88013 6.42048 4.10587 4.86616 4.64216 6.17933 5.4679 6.03847 4.73809 5.64283 5.58098 6.07054 threshold=6 4 7 4 6 4 5 2 0 3 2 3 0 2 5 4 5 2 1 2 2 3 0 4 1 1 0 0 4 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 9 -9 -11 12 -12 -13 -15 -16 -17 -10 -19 -20 -18 -22 23 -23 -25 -26 28 -28 -27 -30 right_child=1 2 3 4 5 6 7 8 17 10 11 13 -14 14 15 16 20 18 19 -21 21 22 -24 24 25 26 27 -29 29 -31 leaf_parent=0 1 2 3 4 5 6 7 9 17 10 12 13 12 14 15 16 20 18 19 19 21 23 22 24 25 28 27 27 29 29 leaf_value=-0.0557703 0.0644147 0.050413 0.0341525 0.0406476 0.033319 0.0397192 0.0188723 0.0411807 0.0200473 0.0258994 0.058997 0.0276094 -0.00585891 -0.0539816 0.0412615 -0.0412923 0.0112721 -0.00554941 -0.00699209 -0.040522 0.0328986 0.0406964 -0.0107706 -0.034235 -0.0281624 0.0270405 0.0159334 -0.00461301 0.0479889 -0.00751774 leaf_count=871 100 103 226 171 161 124 518 152 163 360 131 209 137 101 102 712 1370 4692 1968 4018 256 116 6075 467 1354 469 2098 1794 124 9864 internal_value=0 0.00735598 0.00448057 0.00108087 -0.00388816 -0.00784905 -0.0126108 -0.0166887 -0.025132 -0.00541545 -0.0106413 -0.0180245 0.264433 -0.0247144 -0.0307041 -0.027284 -0.0310137 -0.123349 -0.14556 -0.265075 -0.0268052 -0.0380871 -0.0435804 -0.0131338 -0.0222576 -0.0114318 0.00321074 0.0758594 -0.0418353 -0.0618354 internal_count=39006 38135 38035 37932 37706 37535 37374 37250 36732 25891 25739 25379 268 25111 24902 24801 24699 10841 10678 5986 23987 22617 22361 16286 16170 15703 14349 3892 10457 9988 Tree=809 num_leaves=31 split_feature=42 42 7 0 46 46 0 87 87 0 58 66 61 23 38 40 35 29 29 25 38 59 65 87 47 67 0 67 24 65 split_gain=6.02234 4.9141 4.83571 4.76782 4.93207 4.24814 4.2228 5.17323 7.23635 5.84901 4.28452 3.92879 3.87736 3.86276 3.56516 3.51225 4.8934 6.84493 4.46364 3.81867 3.51058 3.30227 3.15005 3.88344 3.1269 3.00818 2.99167 3.07031 2.90005 2.83476 threshold=3 1 6 4 2 1 3 0 1 2 1 8 0 0 3 1 0 2 1 0 2 1 0 1 1 1 2 1 4 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 22 -3 -4 -5 13 -7 10 9 -9 21 -11 -13 -6 -12 -16 17 -17 19 24 -18 -8 -2 -24 -19 -10 -20 -28 -14 -22 right_child=1 2 3 4 5 6 7 8 25 11 14 12 28 -15 15 16 20 18 26 -21 29 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_parent=0 22 2 3 4 13 6 21 9 25 11 14 12 28 13 15 17 20 24 26 19 29 21 23 23 24 25 27 27 28 29 leaf_value=-0.0555224 -0.0324263 0.0366954 0.0303971 -0.0319782 0.013528 0.0231564 0.0504297 0.0598502 0.00745368 0.0494751 -0.0492391 -0.0247103 0.0500472 -0.0248238 0.0115426 0.0590395 -0.0307097 -0.0292054 0.0256645 0.0614259 -0.0158562 0.0123208 0.0498517 -0.0158948 0.0202014 -0.0314345 0.0101528 -0.0144322 -0.000835594 0.00979904 leaf_count=472 2638 183 308 491 384 480 223 175 263 132 169 2833 120 1195 2479 113 159 223 283 134 328 1044 187 817 523 4571 901 11610 1893 3675 internal_value=0 0.00324232 0.0124852 0.00719377 0.000869449 0.00705356 0.0175871 0.0089842 -0.0896473 0.0107681 0.0327677 -0.0263258 -0.0562028 -0.15822 0.0182022 0.0224775 -0.000853542 -0.0602113 -0.075913 0.156712 0.062824 0.198316 -0.193733 0.0057466 0.0427742 -0.25784 -0.105241 -0.11947 0.0288959 0.0780182 internal_count=39006 38534 34892 34709 34401 33910 32331 31851 9987 5153 21864 4978 4846 1579 20597 20428 17949 13787 13674 880 4162 1267 3642 1004 746 4834 12794 12511 2013 4003 Tree=810 num_leaves=31 split_feature=54 55 73 16 25 35 14 71 9 37 17 39 49 61 13 85 83 85 72 40 74 71 12 61 33 84 21 71 23 13 split_gain=4.42987 3.99489 4.96833 3.81253 3.57369 3.43862 3.34127 5.04465 3.9715 4.97867 3.6798 3.76794 3.67679 3.51406 3.93807 3.30909 3.21594 3.01437 4.69948 3.48915 3.26919 3.00658 2.87308 2.86074 3.7637 2.84471 3.86162 2.76992 2.74333 2.96745 threshold=2 1 2 5 0 5 0 0 2 0 0 0 3 0 0 2 1 0 1 1 1 1 1 0 0 1 3 1 6 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=25 4 -3 -4 -2 -5 8 10 9 -7 23 -12 -10 14 16 27 -14 18 -18 -20 -19 -16 -21 24 -8 -1 -27 -15 -17 -30 right_child=1 2 3 5 -6 6 7 -9 12 -11 11 -13 13 15 21 28 17 20 19 22 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_parent=25 4 2 3 5 4 9 24 7 12 9 11 11 16 27 21 28 18 20 19 22 20 21 22 23 24 26 26 27 29 29 leaf_value=-0.0163362 -0.0305498 -0.029219 0.0343822 0.0335846 0.0209655 0.0038364 -0.0400412 -0.0327446 -0.0553378 0.0713382 0.0529906 -0.0150518 0.044085 0.0782864 0.0189509 -0.0355576 0.0362846 0.0212946 -0.0316435 -0.0238206 -0.0194883 -0.0234852 0.00612084 0.0168141 0.0212431 0.080351 0.0178347 0.0195851 0.0244305 0.00278699 leaf_count=200 2056 1474 126 204 856 284 2255 4596 201 225 490 588 136 204 722 230 488 230 501 635 1958 4707 4353 1149 607 119 1080 592 1263 6477 internal_value=0 -0.00927849 0.00216327 0.0125568 -0.212834 0.00521963 -0.00155761 -0.126531 0.0162216 0.305968 0.00753176 0.277312 0.00580992 0.0109839 -0.0344984 0.0723435 0.00295429 -0.00981736 0.0345711 -0.000407935 -0.131358 -0.179902 0.0294434 -0.113893 -0.244831 0.175505 0.235317 0.330121 0.048395 0.062241 internal_count=39006 37607 34695 33221 2912 33095 32891 9685 23206 509 5089 1078 22697 22496 13730 8766 8301 8165 5977 5489 2188 5429 4988 4011 2862 1399 1199 796 7970 7740 Tree=811 num_leaves=31 split_feature=12 67 35 12 22 90 32 31 39 63 74 64 63 14 85 63 66 85 31 53 77 38 85 65 76 73 71 88 15 71 split_gain=4.61842 4.38261 4.30921 4.12641 3.99154 3.95105 3.95194 3.93016 4.9142 6.05569 6.63825 5.32987 4.89007 4.85861 7.71987 6.06985 6.79129 4.88243 4.7016 5.93376 4.58485 4.09168 4.70214 4.3679 4.0805 4.02573 3.88397 3.6808 3.86793 3.80386 threshold=4 6 5 3 2 3 4 8 0 0 0 1 1 0 1 2 0 0 0 0 1 1 1 0 4 1 1 1 3 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 26 -5 -6 -7 -8 9 10 20 25 -11 15 -15 16 -14 -17 -19 -20 -9 22 -22 27 -13 -10 -4 -23 -29 -30 right_child=1 2 3 4 5 6 7 8 11 12 -12 24 13 14 -16 17 -18 18 19 -21 21 23 -24 -25 -26 -27 -28 28 29 -31 leaf_parent=0 1 2 26 4 5 6 7 20 25 12 10 24 16 14 14 17 16 18 19 19 22 27 22 23 24 25 26 28 29 29 leaf_value=-0.0490267 -0.0599771 -0.058424 0.0121302 -0.0259178 -0.0590338 0.0138594 0.0196806 -0.0490977 0.0369133 -0.00971676 -0.0308796 0.0494018 0.0279832 -0.0327121 0.00349645 0.0497633 -0.0380699 -0.022884 0.0116243 0.0524798 0.038588 -0.0359887 -0.010436 -0.0296617 0.000388203 0.00825649 -0.0483726 0.0444575 -0.00967372 0.00458126 leaf_count=222 104 247 101 551 179 693 310 537 243 3328 3014 103 211 189 1115 397 649 122 539 195 150 640 445 1893 14915 1799 362 211 4373 1169 internal_value=0 -0.000682542 0.00027886 0.00124928 0.003123 0.00514236 0.00602962 0.00203722 -0.000746516 -0.0381544 -0.0887053 0.0176354 0.01272 0.0506382 -0.0170377 0.13292 -0.140592 0.189279 0.140782 0.185869 -0.0631687 -0.0530421 0.165567 -0.0711463 0.0058444 0.111967 -0.289117 -0.0508563 -0.0372586 -0.0468263 internal_count=39006 38784 38680 38433 37970 37419 37240 36547 36237 19177 12432 17060 6745 3417 1304 2113 860 1253 856 734 9418 8881 595 8286 15018 2042 463 6393 5753 5542 Tree=812 num_leaves=31 split_feature=54 28 54 37 46 5 31 42 76 91 42 47 54 54 35 55 42 69 76 42 73 31 31 63 36 36 63 40 84 23 split_gain=4.67257 3.95058 3.81238 3.69424 4.09558 3.5567 3.47116 3.44052 3.3252 3.30459 3.4659 3.20673 6.19202 3.76264 4.04945 3.71619 4.52893 4.52095 4.27061 4.07753 5.50819 3.68761 4.6225 7.5308 6.15017 5.77107 5.21782 6.5097 5.60551 4.72007 threshold=4 2 3 6 3 1 11 6 4 3 5 8 1 1 0 1 2 3 2 1 1 1 0 0 2 2 1 1 0 8 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 12 -12 14 -13 16 -15 -18 -17 20 -20 -21 24 -24 -23 -25 -27 -28 -29 -26 right_child=1 2 3 4 5 6 7 8 9 10 11 13 -14 15 -16 18 17 -19 19 21 -22 22 23 25 29 26 27 28 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 10 12 14 12 16 14 18 17 17 20 21 20 24 23 25 29 26 27 28 28 29 leaf_value=-0.0583582 -0.029228 -0.035094 0.0477277 -0.0569345 -0.0243628 0.0348614 0.0289458 -0.0552202 -0.0359721 0.0256575 0.0667114 -0.00290893 0.00386323 0.0494688 -0.0254291 -0.0538822 0.0468951 0.00436079 -0.020432 -0.0106122 0.0107826 0.0279416 -0.0201569 -0.0438202 0.0626443 -0.0195885 0.0449133 0.00658528 0.0312163 -0.00221136 leaf_count=215 645 454 189 218 517 101 119 189 538 160 105 2671 262 103 1395 156 122 1976 351 3070 2263 512 1767 118 148 668 216 1680 363 17715 internal_value=0 0.00658065 0.00867652 0.0103691 0.00909992 0.0102388 0.0124968 0.0108176 0.0087998 0.00977541 0.01125 0.0089113 0.208393 0.00622481 -0.0827395 0.0133881 0.112002 0.078867 0.00649161 0.00802506 0.0796263 -0.00315701 0.00497361 0.0675636 -0.0131167 0.0981319 0.111222 0.132395 0.105017 -0.0197549 internal_count=39006 38791 38146 37692 37503 37285 36768 36667 36548 36359 35821 35661 367 35294 4066 31228 2201 2098 29027 28871 2614 26257 23187 4812 18375 3045 2927 2259 2043 17863 Tree=813 num_leaves=31 split_feature=80 36 46 66 48 71 41 42 84 72 70 70 84 91 25 15 25 26 74 88 19 47 13 21 20 7 45 73 14 35 split_gain=4.56353 4.32627 3.51498 3.49831 3.37042 3.28567 3.60627 3.29418 3.43751 3.13146 2.98289 2.96961 3.11263 3.39585 2.77862 3.28717 5.46351 4.83029 4.08198 3.68537 4.96245 3.80598 3.04344 4.86804 2.72384 3.46428 2.71923 2.53325 2.3503 2.31586 threshold=1 2 2 7 2 4 0 2 4 2 2 1 1 1 3 0 0 1 0 1 0 3 2 0 1 0 1 2 3 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 9 -8 -9 -7 -11 -10 13 -13 -12 16 17 -16 19 -19 21 -21 23 -17 -23 26 -26 -24 -28 -14 right_child=1 2 3 4 5 6 7 8 11 10 14 12 29 -15 15 22 -18 18 -20 20 -22 24 27 -25 25 -27 28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 9 7 8 11 10 14 13 29 13 17 23 16 19 18 21 20 24 27 23 26 25 28 27 28 29 leaf_value=-0.032489 -0.0321606 -0.053543 -0.0466149 -0.0433293 0.0285061 -0.0400071 0.0370381 0.0453003 -0.0175736 -0.0468545 0.0489977 0.0256259 -0.0213895 -0.0245898 0.0343182 0.0389805 0.0244679 0.0379939 -0.0267878 0.0293514 -0.0316997 0.0284908 -0.0518411 -0.0229698 0.0445986 -0.0263498 -0.0396353 -0.0103751 -0.000479714 0.00982279 leaf_count=1470 1205 469 939 997 450 1111 282 101 1017 567 265 148 442 677 457 389 823 425 2189 709 886 313 428 359 171 1426 201 7694 5952 6445 internal_value=0 -0.00663226 -0.000735899 0.00213897 0.00542351 0.00882497 0.0035178 0.0618277 0.0469069 -0.0246077 -0.0189854 0.0345047 0.0558319 -0.132122 -0.0144456 -0.0182526 0.0137853 -0.0100803 -0.0252965 -0.00576401 -0.0177481 0.00369709 -0.0896982 0.136465 -0.0145027 -0.0279022 -0.00527486 -0.119965 -0.0154382 0.0833733 internal_count=39006 37536 36331 35862 34923 33926 33476 9112 8830 24364 23254 8729 7712 825 22687 22422 13552 12729 12272 10083 9658 8772 8870 748 8063 7750 6324 8122 6153 6887 Tree=814 num_leaves=27 split_feature=33 75 38 13 11 52 64 85 32 47 71 91 61 39 69 66 75 15 15 23 61 47 61 91 66 63 split_gain=6.71978 2.48481 2.40531 2.07774 1.85339 1.45825 1.33814 1.24339 1.23199 1.74865 1.22805 1.41073 1.75979 1.0794 0.986479 0.843826 0.809203 0.79483 0.639625 0.559645 0.541142 0.422715 0.415272 0.398216 0.277315 0.0437418 threshold=0 0 1 2 1 1 1 0 0 1 1 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=7 2 -2 -4 18 -6 -7 14 9 -8 -10 -12 -13 21 22 -15 20 19 -5 -14 -3 23 24 -11 -1 -9 right_child=1 16 3 4 5 6 8 25 10 13 11 12 17 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_parent=24 2 20 3 18 5 6 9 25 10 23 11 12 19 15 14 15 16 17 18 19 20 21 22 23 24 25 leaf_value=-0.000796428 -0.0312534 0.000619259 0.0411136 0.0499877 -0.0279248 -0.0307395 0.0238882 -0.050092 0.0403578 -0.0185595 0.0371527 0.0370996 0.0184939 0.0298425 -0.0501199 -0.00803126 -0.0447124 -0.0282682 0.016379 -0.0117046 -0.0270699 -0.0311976 -0.0325173 0.00532563 -0.0186546 -0.0425165 leaf_count=3228 691 475 475 219 726 465 687 7928 339 642 289 237 162 317 5097 394 1134 467 527 326 590 382 3638 400 4260 4911 internal_value=0 0.00615195 0.0424333 0.0689759 0.0434112 0.0122335 0.0374931 -0.308948 0.0587805 -0.0189075 0.151157 0.0891189 0.00976351 -0.0916516 -0.220475 0.0817781 -0.225836 -0.0893723 0.312376 0.0172617 -0.134247 -0.177231 -0.158334 -0.112808 -0.104576 -0.468995 internal_count=39006 9944 7745 7054 6579 5833 5107 29062 4642 2822 1820 1481 1192 2135 16223 711 2199 955 746 488 1065 1424 11126 1042 7488 12839 Tree=815 num_leaves=31 split_feature=37 10 10 58 10 58 54 34 61 61 61 47 2 2 16 13 46 60 32 91 23 33 53 12 47 21 92 23 21 71 split_gain=5.34563 4.70221 4.69028 4.67005 4.65336 4.42497 4.8636 4.65921 4.90111 5.72092 4.74456 5.11233 4.50884 4.42562 4.33466 4.21958 3.70383 3.62642 3.61166 5.08267 6.8903 3.63886 3.44587 4.09793 3.44493 3.91694 3.23921 4.04416 3.2212 3.52881 threshold=6 10 7 4 8 1 2 2 0 1 2 1 0 1 1 4 1 1 0 1 2 0 1 1 3 0 1 0 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 6 -6 -7 15 12 26 -12 14 -14 -10 -9 -8 -17 19 21 -21 -19 -18 -24 25 -13 -11 -28 -22 -30 right_child=1 2 3 4 5 7 16 8 9 10 11 24 13 -15 -16 17 22 18 -20 20 28 -23 23 -25 -26 -27 27 -29 29 -31 leaf_parent=0 1 2 3 4 6 7 16 15 14 26 11 25 13 13 14 17 22 21 18 20 28 21 23 23 24 25 27 27 29 29 leaf_value=-0.0442194 0.0452023 0.0370487 0.0438301 0.0369183 0.0641617 0.0159907 0.0467808 -0.0424525 0.0202108 0.0344136 0.0028347 -0.0510872 0.00121753 0.0376269 -0.0103751 0.0294202 0.0302179 0.0357741 -0.00992008 0.0233309 0.0194846 -0.0060109 0.0337401 -0.00807319 -0.0322895 0.0167108 -0.0289294 0.00122403 -0.0253548 -0.0017077 leaf_count=210 435 720 165 698 107 1354 149 740 502 168 774 219 662 609 4292 488 353 704 4965 1587 491 437 223 1671 3314 240 1015 1824 985 8905 internal_value=0 0.0142485 0.0105428 0.0060092 0.00220326 -0.00230334 0.12201 -0.0151095 -0.0256738 -0.0752204 -0.14101 -0.215839 0.00492571 0.157035 -0.0556765 0.0159499 0.0859528 0.0233672 0.0128252 0.039196 0.014338 0.245814 0.0459958 -0.0152124 -0.275683 -0.0159997 -0.0346006 -0.0693651 -0.0212852 -0.0409027 internal_count=39006 38796 38361 37641 37476 36778 2503 34275 32921 13619 7554 4547 6065 1271 4794 19302 2396 18562 18074 13109 11968 1141 2247 1894 3773 459 3007 2839 10381 9890 Tree=816 num_leaves=31 split_feature=4 16 48 38 3 48 48 7 85 63 16 66 85 70 38 85 14 14 92 85 39 10 26 62 35 48 85 43 85 15 split_gain=4.86442 4.65112 3.90749 3.50952 3.43951 3.25243 3.00153 3.04714 4.86991 4.15467 3.91678 3.17239 3.13002 3.7726 3.01692 3.26078 3.36139 5.47204 5.0617 4.23953 3.83874 3.55328 3.21712 3.4883 3.41922 4.32125 3.74423 3.03929 3.66063 4.40687 threshold=1 6 3 5 0 5 4 1 6 5 5 12 3 2 4 9 0 1 1 0 2 1 1 2 0 1 5 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 4 -4 -3 -5 -7 12 -9 -10 -11 -12 -8 -14 -13 -16 20 18 -18 21 27 -20 -22 -24 26 -26 -25 -17 -29 -30 right_child=1 2 3 5 -6 6 7 8 9 10 11 14 13 -15 15 16 17 -19 19 -21 22 -23 23 24 25 -27 -28 28 29 -31 leaf_parent=0 1 4 3 5 4 6 12 8 9 10 11 14 13 13 15 27 18 17 21 19 22 21 23 26 25 25 26 28 29 29 leaf_value=-0.0220728 0.0607384 0.072805 0.0292077 0.0546587 0.00440541 0.0397901 0.0237959 0.0365817 0.0418231 0.047067 0.044894 0.0251435 0.0250744 -0.0146247 0.0373936 -0.0268113 0.0519618 -0.0222527 0.0529376 -0.0161344 -0.029545 0.00265694 0.0474297 0.0456966 0.0209039 -0.0168448 0.000468001 0.0747492 -0.00672684 0.0422541 leaf_count=1514 100 108 117 136 332 249 199 278 275 103 175 138 226 5061 126 200 141 5034 173 1872 899 1628 217 138 536 4153 13295 246 809 528 internal_value=0 0.00608293 0.00291396 -0.00153677 0.364492 -0.00652011 -0.00901331 -0.0121549 0.00396201 -0.00296138 -0.00813292 -0.0124744 -0.0932999 -0.117773 -0.0161563 -0.0222423 -0.0267862 -0.103836 0.003333 -0.0400345 -0.00242473 0.12754 -0.0173187 -0.00814892 -0.0140699 -0.11663 0.0135661 0.187005 0.254338 0.168422 internal_count=39006 37492 37392 36952 440 36835 36699 36450 30964 30686 30411 30308 5486 5287 30133 29995 29869 8848 3814 3673 21021 1801 19238 18339 18122 4689 13433 1783 1583 1337 Tree=817 num_leaves=31 split_feature=67 68 68 89 57 57 46 68 67 84 66 3 34 34 34 34 34 42 70 3 19 13 16 23 89 72 51 7 75 11 split_gain=7.16946 7.02963 6.65542 7.12291 6.5121 6.56259 6.1189 6.14812 6.4193 5.61188 5.23447 6.98127 5.30959 5.73088 12.493 10.177 7.94573 5.23214 5.57993 4.95268 4.86443 4.67377 4.72294 5.05344 6.86266 6.4393 5.21482 4.60433 4.37836 4.19821 threshold=6 5 6 5 8 3 5 4 3 0 1 0 1 0 2 3 4 2 2 1 0 6 1 0 1 1 2 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 10 28 17 -13 19 -15 -16 -17 -12 -19 -14 -18 -20 -23 24 -24 -26 -25 -21 -10 -11 right_child=1 2 3 4 5 6 7 8 9 29 11 12 13 14 15 16 20 18 21 27 -22 22 23 26 25 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 28 29 17 12 19 14 15 16 20 18 21 27 20 22 24 26 25 25 26 27 28 29 leaf_value=0.0485455 0.0445056 0.0461531 0.0474085 0.0583732 0.0272908 0.040425 0.0320875 0.0250815 -0.0219329 0.0325019 -0.0415378 -0.0108686 0.0142353 -0.0181121 -0.0180922 -0.0173296 0.0937077 0.01863 -0.0683563 -0.0445589 0.0470247 -0.0165576 0.0326528 0.0591638 0.0375147 -0.0184663 0.00158164 0.018071 0.002092 -0.0126075 leaf_count=100 128 100 137 103 338 117 206 365 3780 118 479 1196 1327 632 332 179 328 606 489 806 200 1531 314 103 251 5698 10178 192 1001 7672 internal_value=0 -0.000466302 -0.00459574 -0.00836719 -0.0122985 -0.0152315 -0.0213757 -0.0253367 -0.030275 -0.0367162 -0.0155749 0.000761872 0.111839 0.164483 0.305958 0.465005 0.594607 -0.0255817 -0.0186213 0.0547697 0.696799 -0.0329934 -0.0289356 -0.00929055 -0.108648 -0.149706 0.0237727 -0.217159 -0.133537 -0.113302 internal_count=39006 38906 38778 38678 38541 38438 38100 37983 37777 37412 29622 24841 5192 3996 1671 1039 707 19649 19170 2325 528 18564 18075 16544 6263 5949 10281 998 4781 7790 Tree=818 num_leaves=31 split_feature=52 58 52 42 36 7 7 52 66 85 86 16 90 5 72 39 46 47 67 66 66 66 71 85 16 31 74 25 75 76 split_gain=5.14122 4.80215 4.85443 4.56795 4.46588 4.78918 3.99765 4.05506 4.17391 4.21682 4.21416 3.85757 4.33686 3.84232 3.72258 3.71225 3.56024 3.56065 4.31989 4.19605 3.87759 3.5708 3.48062 3.98659 3.26949 3.04655 3.0249 4.05825 4.58986 2.94024 threshold=3 4 4 3 2 6 7 5 0 1 1 1 1 1 2 1 2 0 2 7 3 4 2 2 2 1 0 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 29 10 -10 -11 15 -14 -12 -13 -15 18 -18 -19 -21 -22 -23 -24 -25 -20 27 28 -17 -9 right_child=1 2 3 4 5 6 7 8 9 11 14 12 13 16 -16 26 17 19 25 20 21 22 23 24 -26 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 29 10 11 14 15 13 16 14 28 18 19 25 20 21 22 23 24 24 25 26 27 28 29 leaf_value=0.0310693 0.0354412 0.03886 -0.0516417 -0.0237461 0.0370395 0.0379911 0.043784 0.0317944 -0.0331475 0.0126901 -0.0530157 0.0524621 -0.0449239 -0.0366663 -0.00216262 0.029486 0.0298209 -0.0239013 0.00957091 -0.0129915 -0.0106717 0.0393596 -0.0125018 0.0333117 0.00835816 -0.0180963 -0.0224416 0.0759759 -0.0394461 -0.0131373 leaf_count=322 155 158 452 1251 161 112 102 418 654 2076 370 195 249 249 3416 241 142 470 721 1396 1249 310 1057 284 4988 3581 184 102 111 13830 internal_value=0 -0.00809356 -0.0130964 -0.0177233 -0.0141759 -0.00637495 -0.0115059 -0.0156847 -0.0193821 -0.000981527 -0.100475 0.0201256 -0.00168342 -0.0177181 -0.048564 0.194937 -0.0107172 -0.00272544 -0.0968082 0.0281926 0.0452373 0.0707993 0.0974151 0.0795344 0.110979 -0.132928 0.0863775 0.211111 0.0782699 -0.113949 internal_count=39006 38684 38529 38371 37919 36668 36507 36395 36293 22045 4440 17605 15529 14696 3786 833 14447 14198 4444 9754 9284 7888 6639 6329 5272 4302 638 454 352 14248 Tree=819 num_leaves=31 split_feature=13 6 50 52 43 47 78 75 32 15 53 16 61 71 61 90 8 73 55 38 54 33 77 31 59 75 73 65 39 56 split_gain=4.27552 4.00147 4.11757 4.15731 9.65591 4.23743 3.67375 3.73658 3.63508 5.0342 4.03403 3.92611 3.25894 2.78748 3.44859 2.72503 3.07755 2.82799 3.20649 2.96246 2.90701 2.89422 4.26594 4.53977 3.0794 2.69155 2.62917 2.77314 3.15401 2.45638 threshold=3 2 1 3 0 9 4 7 0 1 0 2 1 0 0 2 2 1 1 1 1 1 1 0 0 0 2 3 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 13 -3 4 -4 -5 -7 -8 15 10 -10 -11 -12 14 -2 -9 -17 19 -19 -18 -21 24 23 25 -20 -23 -24 -28 -29 -26 right_child=1 2 3 5 -6 6 7 8 9 11 12 -13 -14 -15 -16 16 17 18 21 20 -22 22 26 -25 29 -27 27 28 -30 -31 leaf_parent=0 14 2 4 5 4 6 7 15 10 11 12 11 12 13 14 16 19 18 24 20 20 25 26 23 29 25 27 28 28 29 leaf_value=-0.0341377 0.0112202 0.0272688 0.103901 0.053891 -0.0238694 0.0449607 0.044131 0.0331889 -0.0148792 0.0193325 -0.0189396 -0.0197608 0.0411456 -0.0119069 0.061342 -0.03296 0.0228843 -0.0245995 0.00605825 0.0157101 -0.0328919 0.0647674 -0.0373824 -0.00290026 0.076351 0.00814768 0.0327553 0.00087144 -0.0165788 0.0232368 leaf_count=1740 178 648 149 228 128 148 153 240 1118 269 285 9797 862 203 163 618 207 1475 1583 299 1667 299 641 550 154 120 306 8948 5189 641 internal_value=0 0.0086983 -0.000810187 -0.00943447 0.406792 -0.0153365 -0.0199183 -0.0246461 -0.0295405 -0.108747 0.10073 -0.165046 0.279523 0.240261 0.348482 -0.00123628 -0.0080841 9.35657e-05 0.0153565 -0.162228 -0.239442 0.0271155 0.000946652 0.229777 0.137886 0.466834 -0.0221359 -0.0119457 -0.0234024 0.346666 internal_count=39006 37266 36722 36074 277 35797 35569 35421 35268 12331 2265 10066 1147 544 341 22937 22697 22079 19906 2173 1966 18431 16053 969 2378 419 15084 14443 14137 795 Tree=820 num_leaves=31 split_feature=90 56 67 56 75 12 67 28 71 29 70 28 8 69 2 41 31 80 18 64 32 80 39 1 13 71 29 13 16 54 split_gain=5.14441 5.05302 4.41421 4.0635 4.5646 3.96052 3.72791 3.64049 3.88213 3.87635 3.72482 4.04308 3.7533 3.64423 3.49931 3.46795 3.37693 4.26457 4.00964 4.05117 3.879 4.00859 3.69684 3.69522 3.44809 3.41296 3.12088 3.09405 3.07026 3.00463 threshold=2 3 3 2 4 4 5 1 10 1 3 2 4 4 1 5 8 2 2 1 3 1 0 1 7 7 2 0 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 13 -9 -10 -11 -12 -13 -8 -15 -14 -17 -18 -19 22 -21 -22 -20 -23 -25 -26 -27 -24 -28 -16 right_child=1 2 3 4 5 6 7 8 9 10 11 12 15 14 29 16 17 18 19 20 21 23 27 24 25 26 28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 13 8 9 10 11 12 15 14 29 16 17 18 22 20 21 23 27 24 25 26 28 27 28 29 leaf_value=-0.04401 -0.059274 -0.0393483 -0.0343199 -0.0481844 -0.0453158 -0.0525703 0.0271333 0.0299814 -0.013926 -0.0280267 -0.0251977 0.0325297 -0.0524732 -0.0359951 -0.0263082 0.0200883 -0.0490344 -0.0322168 -0.00588349 0.0125119 -0.021443 -0.0213169 -0.0023072 0.0149149 0.0270775 -0.051776 -0.0312547 0.0179161 0.00079934 -0.00245306 leaf_count=448 558 359 1148 324 189 141 135 136 1954 318 492 159 228 382 538 290 165 301 1174 921 631 1203 498 514 144 143 465 1145 22089 1814 internal_value=0 0.00143955 0.0025579 0.00402639 0.00557398 0.00681792 0.00796455 0.00889713 0.0142006 0.0122778 0.0159208 0.0177548 0.0199543 -0.0829034 -0.108094 0.0181359 0.0190866 0.0163174 0.0175913 0.0193819 0.0115714 0.00584625 0.0984961 0.00904979 0.0120197 0.00746884 0.00504507 0.138383 0.00617159 -0.0716532 internal_count=39006 38558 38000 37641 36493 36169 35980 35839 32970 32834 30880 30562 30070 2869 2734 29911 29683 29393 29228 28927 26110 25189 2817 24558 23355 22841 22697 1643 22554 2352 Tree=821 num_leaves=31 split_feature=53 56 23 71 14 13 13 71 78 86 46 8 66 31 13 56 38 33 52 84 53 31 41 84 14 15 53 18 29 23 split_gain=4.41065 4.0068 4.009 3.87954 3.70223 3.64028 3.69402 3.64192 3.89278 4.0402 3.26514 3.21491 3.32691 3.96384 3.82938 4.5662 4.62397 5.50792 3.79977 3.67764 3.39062 3.31432 3.28532 3.26814 5.30619 4.10565 3.34237 3.3022 3.23706 4.85612 threshold=8 2 3 3 21 14 11 4 2 3 3 13 4 7 0 1 1 0 1 1 0 0 2 0 3 3 0 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 15 -15 17 -17 19 -18 -19 -21 -20 24 -24 -25 -26 -27 29 -16 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 28 16 18 20 22 21 -22 -23 23 25 26 27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 10 11 12 13 15 29 17 19 20 22 21 20 21 24 25 26 27 26 27 28 29 leaf_value=-0.035376 -0.0374823 -0.0092915 0.0155189 0.035071 0.0309845 0.0211969 0.0177374 -0.023318 -0.0358857 -0.0560071 0.0210434 -0.0102382 0.0166129 -0.0336829 0.0478593 -0.00700065 -0.0219492 0.0167087 -0.0402317 0.00565275 0.0587851 0.0386393 0.0213094 -0.0450307 -0.00801785 0.0407924 -0.023599 0.00134497 0.00155971 -0.00521882 leaf_count=574 1196 2915 748 100 124 267 455 917 326 188 179 1863 475 1627 127 666 184 217 540 686 168 358 175 101 5258 109 3801 1529 12807 326 internal_value=0 0.00184366 0.00354655 0.0102297 0.00562792 0.00372461 0.00160332 -0.00155082 -0.00526173 -0.00208327 5.35103e-05 0.00116003 -0.00176179 0.00461465 -0.000418173 -0.0390528 -0.029833 0.12723 -0.048082 0.0907394 0.293521 0.159064 -0.0670199 -0.0593159 -0.0948615 0.0146365 -0.115382 0.0365161 0.0205415 0.23409 internal_count=39006 38432 37236 34321 33573 33473 33349 33082 32627 31710 31384 31196 31017 29154 28679 15419 13792 1051 12741 1228 385 1044 11513 10973 9234 1739 9059 1638 13260 453 Tree=822 num_leaves=31 split_feature=16 8 48 41 14 53 75 24 86 16 54 24 85 48 59 24 47 7 9 49 8 38 24 90 36 65 52 88 47 11 split_gain=4.40228 4.10591 3.90335 3.93063 3.86036 3.49827 3.62127 4.09022 3.9329 4.22373 3.64637 3.88422 3.38217 3.86277 2.95739 4.15817 3.81631 3.45627 3.81105 3.74168 3.54503 3.17184 3.43585 3.14802 2.95368 2.89284 6.72025 2.84058 3.90934 3.31374 threshold=2 3 2 5 14 5 0 0 1 1 2 10 8 1 0 8 4 2 2 2 2 1 7 1 1 0 1 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 8 -8 27 -10 -11 -12 -13 -14 15 -15 -16 -17 -19 -20 -21 -22 -23 -24 -18 -26 -27 -7 -29 -30 right_child=1 2 3 4 5 6 7 -9 9 10 11 12 13 14 16 17 24 18 19 20 21 22 23 -25 25 26 -28 28 29 -31 leaf_parent=0 1 2 3 4 5 27 7 7 9 10 11 12 13 15 16 17 24 18 19 20 21 22 23 23 25 26 26 28 29 29 leaf_value=-0.0411253 -0.0581252 -0.0459056 0.0562696 0.0574469 -0.0277127 0.047078 -0.0361944 -0.00373993 -0.0211618 -0.0350663 0.0593072 0.0442624 -0.0233586 0.0385876 -0.0393104 -0.035662 -0.0253547 0.0420202 -0.0520619 -0.053269 -0.0260134 0.0333041 0.0481227 0.000549781 0.0261214 0.0618866 -0.0206299 -0.0359079 -0.0394801 0.0188504 leaf_count=1219 410 1139 328 109 940 470 3777 3431 1865 496 132 104 1748 176 161 568 303 226 187 318 762 253 397 13933 1996 118 815 324 197 2104 internal_value=0 0.0050302 0.00802584 0.0116187 0.00852861 0.00555684 0.0109766 -0.109297 0.0244157 0.00909601 0.0197341 0.0254705 0.0214212 0.0166359 0.0259402 0.00798131 0.128883 -9.72616e-05 0.00717232 0.000112082 0.00570412 0.0108835 0.020178 0.0111573 0.159651 0.191507 -0.00769335 0.151808 0.110641 0.15408 internal_count=39006 37787 37377 36238 35910 35801 34861 7208 27653 24558 22693 22197 22065 21961 20213 16820 3393 16644 16076 15850 15663 15345 14583 14330 3232 2929 933 3095 2625 2301 Tree=823 num_leaves=27 split_feature=33 10 11 56 12 16 79 47 66 14 21 69 13 61 39 24 21 13 15 85 7 23 7 32 61 7 split_gain=5.1724 1.97159 1.83139 3.2501 1.82731 1.79226 1.54831 1.73478 2.06892 2.38134 1.45635 1.26534 1.08523 1.15639 0.999787 0.743629 0.675858 0.660328 0.504375 0.459168 0.425842 0.383884 0.213899 0.181546 0.0343881 0.0182603 threshold=0 0 1 1 1 1 0 2 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=11 2 18 24 -5 -6 7 20 12 17 15 14 13 25 19 22 23 -10 -2 21 -7 -1 -11 -3 -4 -9 right_child=1 16 3 4 5 6 -8 8 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_parent=21 18 23 24 4 5 20 6 25 17 22 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 leaf_value=0.00496854 0.0455854 -0.0202388 -0.0402501 -0.0273478 -0.0306192 0.0252943 -0.0178794 0.0229317 0.0105022 -0.0181479 0.0195415 -0.0500942 0.00138228 0.0584382 -0.0400147 -0.0355779 -0.0429906 0.043419 0.0170198 -0.0313083 0.0539761 -0.0163251 -0.000400964 -0.00327214 -0.0323167 0.0177414 leaf_count=2422 223 871 256 548 449 296 553 397 191 287 509 10093 611 250 8278 885 1603 146 477 3018 195 5279 234 389 316 230 internal_value=0 0.000132672 0.0307867 0.00277966 0.0407939 0.0683305 0.0929799 0.124256 0.0849911 -0.0168709 -0.12849 -0.279561 0.22738 0.312803 -0.212472 -0.206084 -0.217671 0.239687 0.28339 -0.130993 0.39472 -0.0756802 -0.0998185 -0.130265 -0.364114 0.212595 internal_count=39006 9916 7053 6353 5781 5233 4784 4231 3740 2252 1915 29090 1488 877 18997 1406 2863 337 700 10719 491 7701 521 1260 572 627 Tree=824 num_leaves=31 split_feature=10 59 29 56 54 56 14 14 14 7 47 66 85 7 10 65 4 10 56 43 31 66 3 88 13 10 71 35 3 21 split_gain=4.85925 4.52999 4.2901 4.2407 4.64934 4.94769 3.92835 6.23954 5.05098 4.03926 3.83375 3.79708 5.61948 3.62229 3.48294 3.45438 3.34151 3.67144 3.33827 3.59244 3.06669 3.36309 3.64027 3.41892 3.11756 3.47406 3.01451 3.11132 3.19656 2.92798 threshold=10 12 2 4 1 3 0 1 2 1 8 5 0 0 7 0 2 9 1 0 6 4 3 0 4 8 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 26 13 10 18 9 -9 -7 12 -12 -6 -13 -14 -16 -18 19 -8 -19 23 -23 -22 -24 -26 29 28 -28 -5 right_child=1 2 3 4 5 6 7 8 -10 -11 11 14 15 -15 16 -17 17 20 -20 -21 21 22 24 -25 25 -27 27 -29 -30 -31 leaf_parent=0 1 2 3 29 13 10 19 9 8 9 12 14 15 13 16 15 17 20 18 19 23 22 24 23 25 25 28 27 28 29 leaf_value=0.0467983 0.0361904 -0.0394295 0.0316792 0.00368865 0.0407406 -0.0544256 0.0444377 0.0373704 -0.0405443 -0.0179449 -0.000698825 0.0383937 0.0210423 -0.00923521 -0.0569036 0.0793655 0.0452948 -0.0357815 -0.00645535 -0.0114475 0.0240281 0.0301497 -0.0367771 -0.0151089 0.0399712 -0.00337579 -0.0348909 0.0133636 0.00736968 0.0230119 leaf_count=438 657 302 241 1501 284 194 203 244 3720 1644 557 522 263 111 104 121 422 299 4077 124 1028 338 777 233 443 17352 595 512 316 1384 internal_value=0 0.00415609 -0.000221088 0.00358821 -0.00119527 -0.0191623 -0.0270677 -0.108278 -0.251949 -0.0733389 -0.00574755 -0.00178599 0.18545 0.248781 -0.0131538 0.471428 -0.0183691 -0.0147136 -0.0162249 0.223995 -0.0194742 -0.013922 -0.0270339 0.145776 -0.0344992 -0.0280536 0.0916222 -0.0340382 -0.172276 0.144678 internal_count=39006 38568 37911 37609 37368 33060 32665 10012 5608 1888 22653 22459 941 395 21518 384 20996 20892 4404 327 20470 20171 18910 1261 18572 17795 4308 1423 911 2885 Tree=825 num_leaves=31 split_feature=13 75 44 29 79 21 85 22 43 35 44 31 85 38 75 6 35 90 31 66 61 7 85 41 21 85 85 24 85 66 split_gain=3.53153 3.60604 3.55146 3.45693 3.54656 2.89629 3.18697 3.13065 3.72889 3.45728 3.20969 3.64259 3.0828 2.98479 3.06664 3.30307 3.1395 4.02465 3.38539 3.22256 2.86696 4.42316 3.42906 3.86675 2.86261 2.85724 5.61088 5.54567 4.49643 4.5566 threshold=6 0 3 1 0 2 2 2 4 0 2 8 0 4 2 1 0 2 2 2 0 0 0 0 1 0 1 0 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -2 4 -4 6 -5 -7 9 -9 12 -12 -10 -13 15 -15 17 -16 19 -19 21 22 -18 -24 -23 -20 27 -27 29 -28 right_child=2 -3 3 5 -6 7 -8 8 10 -11 11 13 -14 14 16 -17 20 18 25 -21 -22 24 23 -25 -26 26 28 -29 -30 -31 leaf_parent=1 2 1 4 6 4 7 6 9 12 9 11 13 12 15 17 15 22 19 25 19 20 24 23 23 24 27 29 27 28 29 leaf_value=0.0101479 0.0326772 0.0745524 -0.0307922 -0.0522595 0.0133974 0.0186518 -0.0079643 0.00946639 0.0488963 0.0746881 -0.038606 0.0281721 -0.00136447 0.0535571 0.046986 0.00716486 -0.0091211 0.0555056 -0.00735332 0.00873156 -0.0197641 0.0170508 0.00767417 0.0564388 -0.0323038 0.0111504 0.0110251 -0.0216165 0.0149101 -0.0228187 leaf_count=740 123 120 1932 225 493 438 2743 278 144 122 289 124 101 119 131 826 1265 154 12487 1010 3680 163 718 290 957 935 846 3418 2797 1338 internal_value=0 0.284779 -0.00527207 -0.00957219 -0.195718 -0.00200919 -0.124537 0.0080083 -3.16971e-05 0.31891 -0.00563292 -0.0118138 0.247521 -0.00695307 -0.0121838 0.153575 -0.0217127 -2.31846e-05 -0.0059718 0.150748 -0.100552 -0.0260062 0.072858 0.212315 -0.225669 -0.0211642 0.0209276 -0.106891 0.0820132 -0.0558267 internal_count=39006 860 38146 38023 2425 35598 2968 32630 32192 400 31792 31547 245 31258 31134 945 30189 23116 22985 1164 7073 3393 2273 1008 1120 21821 9334 4353 4981 2184 Tree=826 num_leaves=31 split_feature=1 82 13 16 67 68 67 12 68 2 31 14 36 18 1 14 14 40 15 51 6 58 68 72 88 77 46 43 69 77 split_gain=8.61014 6.75955 5.77967 5.35075 5.47372 5.76766 5.64383 5.37632 5.25352 5.1559 5.0062 5.46498 5.55749 5.28918 4.93208 4.68507 9.653 4.5686 4.55739 4.22044 4.19784 4.34423 4.5237 4.99851 4.81444 4.14769 4.4191 4.11488 4.29362 4.22249 threshold=6 2 5 3 3 4 5 10 5 4 3 0 2 3 2 1 2 1 0 1 2 1 3 3 4 2 3 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 18 13 -13 -12 -15 -14 -17 19 -11 -16 -19 -22 -23 -24 -25 -26 -27 28 -28 -29 right_child=1 2 3 4 5 6 7 8 9 10 11 12 15 14 17 16 -18 20 -20 -21 21 22 23 24 25 26 27 29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 18 13 12 15 14 19 16 16 20 18 19 21 22 23 24 25 26 28 29 28 29 leaf_value=0.0576908 0.0188691 -0.0467035 -0.0245101 0.0258521 0.0342386 0.0378163 0.0517062 0.0418923 0.039543 0.0267083 0.0428909 0.0292555 -0.006449 0.0214375 0.0460488 -0.00104867 -0.0441014 0.0196336 -0.00332126 0.0045341 -0.0225762 0.0305734 0.0355939 0.0396909 0.0174665 0.0273238 -0.0317397 0.00405127 0.0218429 -0.0111826 leaf_count=105 819 1023 438 356 204 139 129 102 363 542 118 235 4353 469 179 1860 3921 257 600 2648 1095 153 142 158 258 125 215 932 776 16292 internal_value=0 0.0029306 -0.00662743 -0.00316042 0.00299359 -0.00311872 -0.00799595 -0.0123263 -0.0153691 -0.0190142 -0.0227944 -0.0329016 -0.127414 -0.0139912 -0.0186782 -0.153371 -0.263158 -0.027072 0.129085 0.0745582 -0.0455438 -0.0539715 -0.0412638 -0.0482996 -0.0551083 -0.0610719 -0.0710532 -0.078643 0.119048 -0.0912224 internal_count=39006 38901 38082 37059 36621 36265 36061 35922 35793 35691 35328 34186 10369 23817 23699 10134 5781 23230 1142 2827 20403 20146 19051 18898 18756 18598 18340 18215 991 17224 Tree=827 num_leaves=31 split_feature=52 58 7 16 72 67 14 67 12 70 14 31 75 39 49 56 61 61 67 41 43 15 3 66 16 17 83 85 22 43 split_gain=5.22866 4.83546 4.55367 6.09227 5.0296 4.68625 4.61999 6.70713 5.73592 3.97542 3.86078 3.59161 5.02233 3.23939 3.11806 4.22886 3.07442 4.80609 3.52714 3.13894 2.77393 2.75354 4.0729 2.77191 2.54137 2.75064 2.44217 2.65849 2.6206 2.40038 threshold=3 3 0 2 2 3 0 2 2 4 1 1 0 0 1 2 0 1 1 2 0 0 0 3 1 0 1 3 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=13 -2 3 20 -5 -6 8 -8 -7 -4 -9 12 24 -1 -13 -16 21 18 -18 -19 -3 -10 23 -23 -11 -26 -17 -28 -29 -14 right_child=1 2 9 4 5 6 7 10 16 11 -12 14 29 -15 15 26 17 19 -20 -21 -22 22 -24 -25 25 -27 27 28 -30 -31 leaf_parent=13 1 20 9 4 5 8 7 10 21 24 10 14 29 13 15 26 18 19 18 19 20 23 22 23 25 25 27 28 28 29 leaf_value=0.0570943 0.0288771 0.039741 -0.0485937 -0.0432045 0.0404251 0.0368872 0.0472621 -0.0115417 -0.0162629 0.0361271 -0.0380285 -0.0168463 0.021732 0.00574939 -0.0345814 -0.0392533 0.0303995 0.0397567 -0.0203743 0.00461398 -0.00931191 0.0571006 -0.0420749 0.00373345 -0.0202156 0.0143299 0.0281538 -0.0250183 0.00426758 0.0593 leaf_count=125 283 334 116 1293 184 446 106 3321 7766 118 4532 821 271 195 314 130 285 226 3043 2557 227 138 1651 2012 430 289 264 333 7036 160 internal_value=0 -0.00593199 -0.0121274 -0.0557907 -0.0712198 -0.0594653 -0.0682649 -0.192537 -0.0352796 0.0280792 -0.23519 0.0338065 0.164501 0.323049 0.0132293 0.0281025 -0.0512145 0.00782076 -0.146815 0.0793247 0.26175 -0.111991 0.0168018 0.0949235 0.0330932 -0.0361595 0.0387066 0.044167 0.0332315 0.374884 internal_count=39006 38686 38403 28121 27560 26267 26083 7959 18124 10282 7853 10166 1268 320 8898 8077 17678 6111 3328 2783 561 11567 3801 2150 837 719 7763 7633 7369 431 Tree=828 num_leaves=31 split_feature=15 78 65 87 75 10 35 5 75 71 66 31 75 75 61 38 47 36 7 15 34 79 28 52 15 69 66 53 77 65 split_gain=3.84254 3.68323 3.96719 5.33008 4.41047 5.78839 4.06256 4.52327 3.62597 3.4527 3.28738 3.60908 3.5882 4.43784 5.2477 3.69541 3.4973 3.48698 3.37385 3.18175 3.12439 3.00932 2.78233 2.73617 2.44833 2.68025 2.70093 2.7737 2.47038 2.53631 threshold=6 4 0 0 0 0 2 1 2 0 1 0 1 0 4 1 1 2 3 1 0 1 1 2 0 1 4 1 1 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 4 5 9 -4 -8 -9 -3 11 -10 -12 14 -14 -15 -17 -16 -19 -5 21 -6 -11 -20 25 -25 -27 -28 -26 -30 right_child=1 2 6 19 20 -7 7 8 10 22 12 -13 13 15 17 16 -18 18 23 -21 -22 -23 -24 24 28 26 27 -29 29 -31 leaf_parent=0 1 9 6 19 21 5 7 8 11 22 12 11 14 15 17 16 16 18 23 19 20 21 22 25 28 26 27 27 29 29 leaf_value=-0.0433128 0.0437846 0.00292597 -0.0143617 0.00972915 -0.0228422 -0.0291603 0.060434 -0.0245589 0.0130432 0.0305311 -0.0134251 0.0633068 0.0573747 0.0799733 0.0543536 0.072911 0.0121498 0.0402747 0.0447278 -0.023701 -0.0239956 0.0159667 -0.024292 -0.0311505 0.0328019 0.0617441 0.0416915 -0.00296147 0.0158187 -0.0234139 leaf_count=772 168 8160 875 1413 255 3507 217 455 941 232 1003 397 276 122 171 114 587 154 214 7541 782 2768 2799 260 207 107 217 815 350 3127 internal_value=0 0.0170025 0.0122037 -0.0223638 0.00739335 -0.0396104 0.0758486 0.105015 0.088845 -0.00463043 0.108825 0.329288 0.0797048 0.116782 0.0623931 0.328435 0.228947 0.0289321 0.00539268 -0.175647 0.10328 0.131558 -0.181311 -0.0254528 -0.0481119 0.0664887 0.133614 0.0713825 -0.135757 -0.174322 internal_count=39006 38234 38066 27457 18503 14698 10609 9734 9517 11191 9062 1338 7724 6721 5898 823 701 5622 5451 8954 3805 3023 3031 5297 5083 1399 1139 1032 3684 3477 Tree=829 num_leaves=31 split_feature=67 47 10 0 75 67 24 6 47 31 32 43 82 33 61 7 20 75 45 2 49 18 61 66 47 87 70 8 58 70 split_gain=4.4509 4.26745 4.27828 4.06594 3.94673 3.81476 3.66148 5.79197 4.96051 4.48301 4.37706 3.61236 3.36139 3.36545 3.15532 3.96589 4.19863 3.53692 3.47337 3.36801 3.51722 3.50192 3.26156 3.23756 4.77083 4.9229 3.11457 3.44906 3.52361 3.67681 threshold=2 10 2 6 4 3 0 1 5 0 3 2 2 3 1 0 1 1 1 0 1 1 0 0 2 1 3 4 3 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 7 -7 -9 10 -10 -8 -13 -14 -12 18 -17 -18 22 20 -20 -22 -16 -23 -25 -26 -15 -28 -29 -30 right_child=1 2 3 4 5 6 11 8 9 -11 14 12 13 26 15 16 17 -19 19 -21 21 23 -24 24 25 -27 27 28 29 -31 leaf_parent=0 1 2 3 4 5 7 11 8 10 9 14 12 13 26 22 16 17 17 20 19 21 23 22 24 25 25 27 28 29 29 leaf_value=-0.022865 0.0319209 -0.0180504 -0.0508703 -0.0470726 -0.0375551 -0.0365259 0.0133676 0.0287869 0.0260655 -0.0161428 0.00940451 -0.0424184 0.0295775 -0.0286082 -0.0542246 0.0274445 0.0223928 -0.0299442 -0.0222001 -0.0285451 -0.0487873 -0.0011167 0.000551345 -0.0187107 0.0569497 0.0130919 0.0329589 -0.0408231 -0.0182212 0.00129519 leaf_count=937 171 1164 104 321 374 1020 1086 286 209 4400 1936 207 196 269 303 107 156 1698 252 1586 113 2062 117 287 146 1144 118 174 648 17415 internal_value=0 -0.00306672 -0.00483377 -0.001566 -0.000470219 0.00067933 0.00207151 -0.0408586 -0.0294111 -0.039789 -0.014525 0.0138254 0.00853444 0.00995829 -0.0276932 -0.0501775 -0.192663 -0.247915 -0.0215727 -0.00590406 0.00981523 0.030724 -0.295128 0.040869 0.136172 0.200177 0.00779292 0.00975668 0.00774516 0.00933513 internal_count=39006 38069 37898 36734 36630 36309 35935 15822 14802 14516 10116 20113 19027 18820 9907 7971 1961 1854 6010 5590 4004 3752 420 3639 1577 1290 18624 18355 18237 18063 Tree=830 num_leaves=31 split_feature=83 87 42 6 31 91 39 17 79 66 23 31 71 54 72 69 67 23 40 26 31 63 36 33 32 55 58 47 77 43 split_gain=4.25779 3.64491 4.19 4.09281 3.37955 3.66276 3.76493 4.62157 4.15104 3.96175 3.76144 3.54902 3.52667 3.59606 3.51487 3.43221 3.7947 3.29093 3.28712 3.24706 3.88097 3.24247 2.93885 3.27529 3.34011 2.87755 3.40242 3.13549 4.16062 2.80756 threshold=1 6 3 2 11 3 0 0 4 4 11 4 2 2 2 7 2 8 2 1 0 0 3 2 5 2 2 2 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 29 -4 -5 -6 7 10 -8 -10 -7 -9 -12 -14 21 -11 -17 -16 -19 20 -18 -15 -21 -24 -25 -20 -27 -28 -29 -3 right_child=1 2 3 4 5 6 8 11 9 15 12 -13 13 14 17 16 19 18 25 22 -22 -23 23 24 -26 26 27 28 -30 -31 leaf_parent=0 1 29 3 4 5 10 8 11 9 15 12 11 13 21 17 16 20 18 25 22 20 21 23 24 24 26 27 28 28 29 leaf_value=-0.0375771 0.01607 0.0264389 -0.0376206 0.0322459 -0.0398053 0.0456679 0.0500272 0.0378573 -0.0144965 0.0370797 0.017176 -0.0193588 -0.0463591 -0.0429737 0.0249648 -0.0308989 0.0229911 -0.0540408 0.0327027 0.0303481 -0.026021 0.0107908 -0.0210578 0.0255837 0.00120769 -0.0482879 -0.0191891 0.0259244 -0.00458613 -0.00836287 leaf_count=564 379 305 558 102 608 127 181 156 919 113 444 5409 319 192 242 292 444 257 181 158 141 624 558 220 14085 153 1404 600 9125 146 internal_value=0 0.00369196 -2.79922e-05 -0.00384228 -0.00200112 -0.00375451 -0.00218232 -0.0370083 0.0161875 0.0139618 -0.0194732 -0.166698 -0.0238859 -0.0340484 -0.0290834 0.0204617 0.0178027 -0.048083 -0.0558493 0.0209782 0.167447 0.0818983 0.0148568 0.0119277 0.0162052 -0.0509586 -0.0565025 -0.0506061 -0.0339812 0.180167 internal_count=39006 38442 38063 37612 37054 36952 36344 19233 17111 16930 13668 5565 13541 13097 12778 16011 15898 11962 11720 15606 585 816 15021 14863 14305 11463 11282 11129 9725 451 Tree=831 num_leaves=31 split_feature=0 8 81 82 8 7 66 48 88 41 74 59 47 66 84 41 24 38 85 24 87 8 24 35 34 91 0 47 23 21 split_gain=3.96564 3.89014 3.64323 3.57461 3.21267 3.2447 2.94154 2.78709 4.25149 2.77353 2.86869 2.94353 5.41465 5.25944 4.62803 3.84742 3.83512 3.65115 2.86644 2.97274 3.12486 2.87429 2.71428 6.05393 3.33559 3.33191 3.56514 4.15501 8.81377 2.89947 threshold=6 3 1 1 2 2 7 1 1 4 2 0 4 1 0 3 9 1 8 8 4 1 1 1 0 3 1 4 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 8 -8 -9 -11 15 -13 -14 -15 -12 -17 -18 -19 -20 -21 -22 23 -23 25 -24 -27 28 -28 -26 right_child=1 2 3 4 5 6 7 9 -10 10 11 12 13 14 -16 16 17 18 19 20 21 22 24 -25 29 26 27 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 8 9 8 10 15 12 13 14 14 16 17 18 19 20 21 23 25 23 29 26 28 27 28 29 leaf_value=0.0523866 -0.0576988 -0.0365759 -0.0254535 -0.0320094 -0.0202939 -0.0456974 0.029922 0.0359048 -0.0252915 -0.0334163 0.0360438 -0.044667 0.0433909 -0.00425513 0.0239027 0.0369434 -0.0245431 0.0391609 0.0282785 0.0215055 -0.0214536 0.0318368 0.0533124 -0.0148683 0.0142442 -0.0223399 0.0819204 0.00246662 -0.0190385 -0.0289981 leaf_count=142 422 1779 2281 1021 1829 784 637 330 2109 710 198 273 819 3243 838 198 1268 118 210 431 1427 397 126 4111 413 1109 167 10077 275 1264 internal_value=0 -0.013515 -0.0105798 -0.00619619 3.11649e-05 0.00448181 0.0115157 0.0144347 -0.153498 0.0221984 0.0181687 0.0222012 0.112663 0.144425 0.0814289 0.00590095 -0.000514811 -0.00675456 0.00260839 -0.00207862 -0.0087964 -0.0179945 -0.00796239 -0.0962361 0.0142074 0.0296921 0.023246 0.0375045 0.375215 -0.180112 internal_count=39006 38864 38442 36663 34382 33361 31532 30748 2746 28002 27672 26962 5173 4900 4081 21789 21591 21393 20125 20007 19797 19366 17939 4508 13431 11754 11628 10519 442 1677 Tree=832 num_leaves=27 split_feature=33 48 25 12 42 54 25 74 8 85 38 36 86 85 32 39 66 53 15 7 32 47 24 39 53 61 split_gain=6.3769 1.86494 2.01957 1.71774 1.45192 1.41253 1.23517 1.21751 1.09398 1.08358 0.948545 0.95674 0.902888 1.02206 1.3294 4.25007 1.56574 0.750848 0.417187 0.381808 0.305093 0.308865 0.295055 0.0337097 0.0196532 0.00403101 threshold=0 1 0 1 1 1 1 0 1 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=9 -2 3 -3 -5 -6 24 8 -7 17 -10 -12 -13 -14 16 25 -15 20 -17 -18 21 -1 -9 -11 -4 -16 right_child=1 2 6 4 5 7 -8 22 10 23 11 12 13 14 15 18 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_parent=21 1 3 24 4 5 8 6 22 10 23 11 12 13 16 25 18 19 17 18 19 20 21 22 23 24 25 leaf_value=-0.0306943 -0.0365968 -0.0243938 -0.00259434 -0.0175115 -0.0241755 -0.0140667 -0.0436942 0.00188841 -0.00797578 -0.043186 -0.00255844 0.0460716 0.0424581 0.025815 0.0601147 0.0126132 -0.000345749 -0.0427856 -0.0143997 -0.0232348 -0.000489039 -0.0104744 -0.0201296 -0.0500612 -0.00851109 0.0574597 leaf_count=2758 1150 689 269 513 538 313 1009 377 273 4816 455 311 359 629 256 250 489 8230 365 262 2096 3150 642 8002 612 193 internal_value=0 0.00667383 0.0237755 0.0564107 0.079867 0.105045 -0.197395 0.124833 0.1548 -0.308293 0.176545 0.19988 0.229073 0.198787 0.159017 0.282325 0.0476106 -0.224808 -0.0207962 -0.0986681 -0.156132 -0.206267 -0.0838132 -0.465857 -0.0540754 0.587576 internal_count=39006 9954 8804 6914 6225 5712 1890 5174 4155 29052 3842 3569 3114 2803 2444 1064 1380 16234 615 751 8004 5908 1019 12818 881 449 Tree=833 num_leaves=31 split_feature=21 59 58 45 88 41 60 32 72 60 19 71 51 66 43 43 47 66 31 60 86 2 85 59 25 47 47 33 65 23 split_gain=5.66944 5.00693 4.69126 4.58062 4.34859 4.30997 5.12837 4.19981 4.22292 3.99375 3.77374 4.4133 6.32524 6.12313 4.87218 4.19916 4.00404 4.12685 3.99221 3.66989 3.61576 3.65026 3.60401 3.73983 3.34685 3.26 4.16258 4.103 3.72458 3.25288 threshold=7 12 4 3 6 0 1 0 1 2 0 0 1 0 1 0 1 6 0 3 2 0 1 0 0 0 2 0 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 6 -6 9 -9 -8 11 12 15 14 -14 -7 18 -18 24 -11 21 -12 23 -22 -15 27 -27 -19 -28 -21 right_child=1 2 3 4 5 10 7 8 -10 19 20 -13 13 16 -16 -17 17 25 -20 29 22 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_parent=0 1 2 3 4 6 15 9 8 8 19 21 11 14 24 14 15 17 27 18 29 23 21 22 23 24 26 28 27 28 29 leaf_value=0.0456156 0.0384008 0.0438052 0.0330968 -0.0573559 0.0214754 -0.0522261 0.0346703 0.0160975 -0.0211919 0.0518415 0.0566115 -0.0132092 0.0248656 0.0570839 -0.0181254 0.00883888 0.0401425 0.0263476 0.00407052 0.0098349 -0.0392461 0.00479231 0.0107507 0.00723975 0.0193779 0.0102535 0.0158887 -0.0136998 -0.0297892 -0.0075299 leaf_count=151 648 161 446 111 902 229 398 740 8563 221 155 2247 337 236 1422 153 141 531 334 2165 244 118 2114 149 270 463 133 239 726 14259 internal_value=0 -4.76951e-05 -0.00458617 -0.00831932 -0.0131149 -0.0103198 -0.0514974 -0.0660481 -0.169284 -0.0336361 0.0275725 -0.00943868 0.0286359 0.0542293 -0.104118 -0.314063 0.111854 0.0513287 0.246314 -0.0446287 0.098453 0.339537 0.06806 -0.140427 0.373449 0.0165857 -0.0665166 0.143682 -0.198454 -0.0516493 internal_count=39006 38855 38207 38046 37600 37489 27248 26346 9303 17043 10241 7461 5214 4832 1759 382 3073 2233 840 16645 2780 273 2507 393 506 2092 1322 770 859 16424 Tree=834 num_leaves=31 split_feature=78 8 48 39 84 39 42 6 32 2 49 69 21 61 44 35 59 69 32 71 33 38 23 24 49 10 86 17 12 70 split_gain=3.6209 3.5296 3.59498 3.0465 3.05268 3.10867 2.99972 2.83666 4.06727 3.85107 3.23025 2.91287 3.6995 3.33292 2.89948 3.10544 3.73096 2.74695 3.07513 2.50183 2.89004 2.47327 2.39048 2.8459 2.55251 3.08061 2.54944 3.38762 2.49637 2.43838 threshold=4 14 5 8 5 7 5 1 3 0 4 3 2 3 1 0 0 1 1 0 0 4 1 2 2 3 1 0 1 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 14 9 -9 -10 12 -12 -13 -8 16 17 -16 -19 -14 -21 -15 23 -23 26 -26 -24 -28 -25 -27 right_child=1 2 3 4 5 6 7 8 10 -11 11 13 19 21 15 -17 -18 18 -20 20 -22 22 24 28 25 29 27 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 14 9 10 9 12 13 19 21 17 15 16 18 18 20 20 23 26 28 25 29 27 27 28 29 leaf_value=0.0418151 -0.0578225 0.0515083 -0.0536537 0.0340745 -0.0480692 0.0300966 0.0361385 -0.0460175 0.024347 0.020945 -0.0385668 -0.0248514 0.0343855 0.0238322 0.0589065 -0.0137078 -0.00998616 0.0594567 0.00606255 -0.0141863 0.0370046 -0.0368088 0.0419999 -0.0434392 0.0336696 0.0391518 0.0184503 -0.0250549 -0.00386046 -0.00242389 leaf_count=166 241 149 303 220 426 152 177 1036 167 199 148 1459 519 133 146 634 462 108 448 399 151 683 111 462 282 137 306 184 4931 24067 internal_value=0 0.00286847 0.00530084 0.00246504 0.00475055 0.00106111 0.00371025 -0.000455434 -0.0116137 -0.301197 -0.0051181 -0.0112624 0.141605 -0.0204952 0.105957 0.0558918 0.140781 0.258541 0.164526 0.201293 0.0351027 -0.0129851 -0.0182082 -0.10084 -0.00253575 -0.013937 0.141755 0.0611139 -0.064654 -0.020047 internal_count=39006 38840 38599 38450 38147 37927 37501 37349 35374 1235 34139 33972 1217 32755 1975 1798 1164 702 556 1069 550 31296 31163 6076 25087 24486 601 490 5393 24204 Tree=835 num_leaves=31 split_feature=30 23 47 35 87 7 51 47 44 66 89 59 40 75 34 1 70 24 0 47 5 34 34 67 65 66 89 41 66 27 split_gain=6.31975 5.92868 6.83658 5.76183 5.51061 4.62175 4.52528 4.51963 4.96429 4.44801 4.66904 4.52452 4.95572 4.20762 4.00586 3.92877 3.81292 4.08628 4.36319 3.74877 5.42351 3.67128 7.68979 4.42736 3.45418 3.32914 3.26811 3.25088 3.15894 3.14475 threshold=4 0 0 2 0 1 1 1 1 1 1 1 2 0 2 2 2 0 1 2 1 0 1 1 2 6 1 0 7 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 4 3 -3 14 -4 13 25 -9 10 -5 27 -13 -7 -2 -10 -16 18 -18 -17 -21 23 -23 -20 -22 -8 -25 -11 -27 -14 right_child=1 2 5 9 -6 6 7 8 15 11 -12 12 29 -15 16 19 17 -19 21 20 24 22 -24 26 -26 28 -28 -29 -30 -31 leaf_parent=0 14 3 5 10 4 13 25 8 15 27 10 12 29 13 16 19 18 17 23 20 24 22 22 26 24 28 26 27 28 29 leaf_value=0.0592339 -0.0461533 0.0314003 0.00722866 0.0385751 -0.025905 -0.0137121 0.0304232 0.0140266 0.0189477 0.0335735 -0.0149069 0.0393445 0.0446822 0.033692 0.0329868 -0.00536548 0.0348652 -0.0135129 0.0344581 0.026069 0.00311144 -0.0132196 0.0495667 0.0241342 -0.0255244 0.032113 -0.0156665 -0.00182296 -0.0027196 0.00228392 leaf_count=102 399 551 2688 108 4712 346 311 478 155 606 1747 190 209 268 138 2568 235 4538 177 123 317 597 355 205 4328 198 2550 303 4129 5375 internal_value=0 -0.00148972 0.0192019 0.0817513 -0.0769465 -0.0174752 -0.0448845 -0.0588872 -0.102166 0.059229 -0.0901048 0.088892 0.0556003 0.179681 -0.0399156 -0.125769 -0.0259244 -0.0422292 0.0277593 -0.141532 -0.198188 -0.0101751 0.178486 -0.0708835 -0.224005 0.018205 -0.114826 0.251122 -0.00569257 0.0344971 internal_count=39006 38904 24998 9089 13906 15909 13221 12607 7969 8538 1855 6683 5774 614 9194 7491 8795 8657 4119 7336 4768 3884 952 2932 4645 4638 2755 909 4327 5584 Tree=836 num_leaves=31 split_feature=40 31 40 42 52 31 42 47 45 76 0 67 55 69 45 87 59 3 31 66 77 90 38 61 1 66 23 12 84 66 split_gain=4.79526 5.08867 5.1842 5.40874 4.84783 4.80362 4.00953 3.74461 3.89452 3.52032 3.76105 3.75002 3.94525 3.32896 3.22041 3.11224 3.0582 3.43208 3.35963 3.03943 3.12975 2.90069 2.83775 3.55044 4.06946 3.48965 2.74532 2.74257 2.69176 2.54593 threshold=2 6 3 1 1 7 2 0 2 1 2 2 2 5 1 0 3 0 2 1 1 1 1 0 1 9 2 1 1 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=14 -2 4 -4 -3 -5 -7 9 -9 -8 -11 -12 -13 -10 -1 19 -15 22 -19 -14 -21 -22 26 24 -24 -26 -18 -17 -20 -25 right_child=1 2 3 5 -6 6 7 8 13 10 11 12 15 16 -16 27 17 18 28 20 21 -23 23 29 25 -27 -28 -29 -30 -31 leaf_parent=14 1 4 3 5 4 6 9 8 13 10 11 12 19 16 14 27 26 18 28 20 21 21 24 29 25 25 26 27 28 29 leaf_value=-0.0286988 -0.0402501 -0.0227979 -0.024774 -0.043762 0.0387301 -0.0356422 0.0300724 -0.0379574 -0.0417608 0.0385554 0.0216712 0.0339297 -0.0285442 0.0383167 0.0181134 0.0132976 0.0313758 0.0314967 0.0162415 -0.0424423 0.0332205 -0.00520809 0.0371583 -0.00665395 0.0380148 -0.00428748 -0.0138459 -0.0334861 -0.0187724 0.013353 leaf_count=117 680 101 3437 780 326 1089 409 289 194 190 341 307 1633 189 1122 297 118 262 270 443 276 7520 250 452 131 7108 946 3377 2071 4281 internal_value=0 -0.0131269 -0.0078682 -0.016011 0.251777 -0.00619356 -0.00131193 0.00369439 0.0305806 -0.0589304 -0.0735829 -0.0863451 -0.106159 0.036683 0.145185 -0.121268 0.0414626 0.0355636 -0.0905122 -0.0850854 -0.0519464 -0.0305552 0.0538159 0.0694032 0.00098516 -0.0228609 -0.085922 -0.272982 -0.134441 0.113677 internal_count=39006 37767 37087 36660 427 33223 32443 31354 16561 14793 14384 14194 13853 16272 1239 13546 16078 15889 2603 9872 8239 7796 13286 12222 7489 7239 1064 3674 2341 4733 Tree=837 num_leaves=31 split_feature=42 57 32 16 9 23 61 84 32 7 61 2 13 35 17 6 63 25 85 16 88 59 61 16 22 84 63 74 8 7 split_gain=4.02526 3.79824 3.67103 3.42859 3.88875 3.79467 3.35651 3.19493 2.98222 3.32717 2.81439 2.77275 2.59425 2.61308 3.06534 2.55406 4.20246 2.91996 5.58367 4.58317 4.31444 3.16859 3.16385 3.08867 2.98857 2.73808 2.69124 2.34947 2.32983 2.27033 threshold=2 2 0 2 1 5 1 0 1 0 0 1 1 2 1 2 0 0 0 4 0 3 5 1 2 2 0 1 2 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 15 7 6 -6 -5 -4 9 10 -7 -10 -11 -14 -15 16 -3 19 23 -17 -20 -21 -23 -19 -24 26 -26 -12 -27 -30 right_child=1 2 3 4 5 8 -8 -9 11 12 27 -13 13 14 -16 17 -18 18 20 21 -22 22 24 -25 25 28 -28 -29 29 -31 leaf_parent=0 1 16 7 6 5 10 6 7 11 12 27 11 13 14 14 19 16 23 20 21 20 22 24 23 26 28 26 27 29 29 leaf_value=-0.0356204 -0.0311303 0.000421911 0.0376549 -0.028169 0.0350026 -0.0338316 0.0329484 -0.0254957 0.00611606 0.0330391 0.0404066 -0.0324771 0.0377153 0.0233264 -0.0202288 0.0424631 0.0576973 0.0427647 0.0231853 -0.0529261 0.0835856 0.0493078 -0.0432306 -0.00481362 0.0523925 -0.0298749 -0.00427138 -0.013334 0.0319981 0.000697488 leaf_count=1164 714 193 267 235 333 2697 678 121 588 293 259 4645 110 255 1052 128 160 465 730 135 296 194 235 3906 328 422 241 1684 170 16308 internal_value=0 0.0145704 0.0210009 -0.054566 -0.0813306 -0.115574 0.182937 0.216769 -0.136997 -0.0693186 -0.197703 -0.258154 0.0417407 -0.0300922 -0.0941383 0.0483319 0.266343 0.0393571 0.167996 0.0212521 0.427324 0.0109141 0.0163881 0.0287996 0.0101317 0.0165826 0.292718 -0.0127769 0.00697481 0.0146158 internal_count=39006 37842 37128 13217 12829 11916 913 388 11583 6350 4640 5233 1710 1417 1307 23911 353 23558 5397 18161 1026 18033 17898 4371 17704 17469 569 1943 16900 16478 Tree=838 num_leaves=31 split_feature=23 63 54 63 39 35 36 74 40 66 88 85 63 23 9 64 87 7 52 43 71 76 47 31 2 66 3 77 73 34 split_gain=4.43138 4.34723 5.21516 4.82491 8.43148 6.33941 5.08397 5.05131 4.94276 4.84434 5.02375 6.68783 5.67266 4.22021 4.19679 4.13692 4.39871 3.68385 3.67696 4.56745 3.62212 3.62122 3.60052 3.44505 3.42647 3.34419 3.2893 3.6417 3.21164 5.39986 threshold=11 1 2 0 0 0 2 0 2 1 0 1 2 1 1 1 0 3 2 1 1 4 2 8 0 1 0 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 22 14 4 5 7 -6 18 -8 -5 11 -11 20 -13 -3 16 -15 -10 -4 -20 -12 -19 24 -17 -2 -21 27 -27 29 -23 right_child=1 2 3 9 6 -7 8 -9 17 10 12 13 -14 15 -16 23 -18 21 19 25 -22 28 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=0 24 14 18 9 6 5 8 7 17 11 20 13 12 16 14 23 16 21 19 25 20 29 22 23 24 27 26 27 28 29 leaf_value=-0.039829 -0.0152054 0.0183892 -0.0417871 -0.0131902 -0.0263124 -0.0280054 -0.0257687 -0.0266214 -0.0287002 -0.00628311 -0.0531542 0.0222384 0.0298691 -0.0223322 -0.0301749 0.0306083 0.0487512 0.0532651 -0.0268697 0.0134195 0.00702765 0.0305597 -0.0033739 0.00244291 -0.0661184 -0.053428 -0.0335545 5.5371e-05 0.00321589 -0.0349131 leaf_count=305 642 226 124 490 259 2781 329 2068 166 1056 107 631 679 108 837 126 145 102 1020 1186 359 315 6274 2469 175 240 1190 3884 10574 139 internal_value=0 0.00318075 0.0138369 0.0176638 0.000460261 -0.0724411 0.0262425 -0.0463874 0.0315442 0.0629808 0.0775776 0.0535929 0.209785 0.0964289 -0.202532 0.0622508 0.335351 0.0367956 -0.0243204 -0.0144473 -0.052481 0.0403551 -0.0509352 0.0426058 -0.219759 0.00501252 -0.0251759 -0.00992888 0.0380284 0.211921 internal_count=39006 38701 31610 30547 24377 12493 11884 9712 11625 6170 5680 4535 1145 3479 1063 2848 253 11296 7644 7520 466 11130 7091 2595 817 6500 5314 4124 11028 454 Tree=839 num_leaves=31 split_feature=6 42 0 13 76 42 63 91 17 71 21 45 9 84 37 3 87 31 56 85 62 73 31 84 69 42 16 47 87 43 split_gain=3.80479 3.85502 3.48721 3.41062 3.80554 3.82867 3.44644 3.48564 4.00786 4.61134 3.81998 3.53842 3.39914 3.54377 3.92899 3.48023 3.33425 3.26811 3.46001 3.88748 3.27075 6.50515 3.15707 3.08594 3.04403 3.81845 2.64852 3.2669 2.81368 2.92078 threshold=2 5 7 11 2 4 14 0 2 3 5 1 4 6 5 3 9 10 1 2 1 1 3 3 4 1 1 7 6 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 10 -9 -10 -8 -12 -13 -14 -15 -16 -17 -18 19 -19 21 -20 -22 -11 -25 -26 -24 -28 -29 -30 right_child=1 2 3 4 5 6 7 8 9 23 11 12 13 14 15 16 17 18 20 -21 22 -23 26 24 25 -27 27 28 29 -31 leaf_parent=0 1 2 3 4 5 6 10 8 9 23 11 12 13 14 15 16 17 19 21 19 22 21 26 24 25 25 27 28 29 29 leaf_value=-0.0350894 0.0257902 -0.0566856 0.0197301 -0.0469311 0.0221532 0.0272327 -0.0477358 -0.0406123 0.0392992 0.0331966 0.0120845 -0.0398381 0.0296461 0.0507852 -0.0552134 0.0259225 0.0240413 0.0236097 -0.0390572 -0.0257104 -0.0216009 0.015766 -0.010782 0.024116 0.0125678 -0.0138023 0.0208405 0.0159948 0.00790266 -0.00162964 leaf_count=589 164 115 285 298 241 111 226 767 144 100 1699 129 112 143 393 114 170 143 166 1754 690 1193 1794 182 540 6413 293 251 1999 17788 internal_value=0 0.00289382 0.000475765 0.00146827 -0.00134881 -1.44935e-05 -0.00285813 -0.00494538 -0.076597 -0.0566406 0.0032236 0.00471054 -0.00100675 0.0006774 -0.00169147 -0.00322825 -0.0019608 -0.00451863 -0.00721828 -0.176872 -0.00304641 0.106726 -0.00929124 -0.0744875 -0.088224 -0.105509 -0.00590824 -5.73048e-05 -0.00378808 -0.00795221 internal_count=39006 38417 38253 38138 37853 37555 37314 37203 8146 7379 29057 28831 27132 27003 26891 26748 26355 26241 26071 1897 24174 1359 22815 7235 7135 6953 22125 20331 20038 19787 Tree=840 num_leaves=31 split_feature=16 1 47 59 79 46 36 59 0 47 85 39 8 23 47 71 75 47 24 15 63 15 88 79 74 31 39 52 39 69 split_gain=4.23596 3.57575 3.58154 3.72467 3.3948 3.21569 2.92744 3.15932 3.49261 3.09241 2.81209 3.0098 3.20486 3.08344 3.43542 3.63828 3.07141 3.03387 2.9622 3.00248 2.88831 2.84776 6.17796 3.58894 2.95838 2.59455 2.57487 2.43896 2.47751 2.60323 threshold=2 1 7 3 3 2 2 2 3 6 8 0 2 4 3 0 2 5 0 7 3 0 1 1 0 0 1 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 26 -9 -10 -11 13 -13 -12 -15 21 -14 -18 -19 -20 -21 22 -16 -24 -25 -17 -8 -22 -29 -30 right_child=1 2 3 4 5 6 7 8 9 10 11 12 16 14 15 25 17 18 19 20 27 -23 23 24 -26 -27 -28 28 29 -31 leaf_parent=0 1 2 3 4 5 6 26 8 9 10 13 12 16 14 22 25 17 18 19 20 27 21 23 24 24 25 26 28 29 29 leaf_value=-0.0415583 -0.0276104 -0.0398663 0.0477261 -0.0515907 -0.0534583 -0.0256048 -0.0135457 -0.0384369 -0.034084 0.036737 -0.0437798 -0.0396891 -0.0428341 0.0292385 0.0546336 0.0098716 -0.0228881 -0.00503786 -0.0292423 0.043644 0.0293604 -0.0275019 0.0469167 -0.00827442 -0.0427577 -0.0243434 0.0318683 -0.000753506 -0.00381954 0.0126598 leaf_count=1215 2419 510 277 665 437 1046 170 432 733 161 1077 415 302 998 429 1911 664 3523 208 194 389 3565 481 4564 1514 916 796 2889 1022 5084 internal_value=0 0.000478672 0.0060403 0.00992394 0.00639283 0.00929429 0.0119483 0.0168755 0.00974675 0.0139601 0.0181484 0.0142333 0.0403859 -0.042349 -0.0302214 -0.0472923 0.0456548 0.0503693 0.0583523 0.078943 0.0862108 -0.105632 -0.0615275 -0.0951322 -0.117324 0.0579704 0.220455 0.0786523 0.0680285 0.100244 internal_count=39006 37791 35372 34862 34585 33920 33483 32437 31471 31039 30306 30145 14690 15455 14378 13380 14275 13973 13309 9786 9578 10553 6988 6559 6078 2827 966 9384 8995 6106 Tree=841 num_leaves=25 split_feature=84 85 74 35 7 42 25 47 32 13 63 91 24 39 24 66 39 7 7 66 63 61 39 39 split_gain=2.87904 2.57634 1.90372 1.865 1.72987 1.66872 1.67571 1.73196 1.88746 1.30939 1.9986 1.29642 1.25523 1.21874 1.11198 0.962347 0.901866 0.792966 0.737681 0.398704 0.442513 0.272994 0.178603 0.0861677 threshold=0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 2 3 5 -3 -1 7 8 -7 10 14 17 23 -4 15 -9 -17 -5 21 -6 22 -2 -21 -10 right_child=18 4 13 11 19 6 -8 9 12 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 leaf_parent=5 21 4 13 17 19 8 6 15 23 9 10 11 12 13 14 16 16 17 18 22 20 21 22 23 leaf_value=-0.0244179 -0.0485948 0.00739227 -0.033502 -0.00804178 -0.0149169 0.0359001 -0.0132928 0.056165 -0.000412049 0.00383764 0.0638044 0.0124026 -0.036977 0.00705963 -0.00651995 0.00785822 0.0439525 -0.0435753 -0.0132021 -0.0315322 -0.0194416 -0.0277703 -0.0493119 0.0106713 leaf_count=713 3008 1583 3300 1310 3647 687 2931 178 1805 1301 882 955 946 1105 428 576 208 1188 2345 1371 2545 2811 2659 524 internal_value=0 -0.019552 0.0299395 0.0641775 -0.180365 0.107274 0.134108 0.172281 0.0372488 0.261458 0.329218 -0.1373 -0.0652948 -0.194693 0.231815 0.305936 0.212835 -0.268375 -0.295401 -0.269666 -0.328355 -0.400787 -0.415497 0.0297377 internal_count=39006 30842 19037 14632 11805 11179 10466 7535 3962 3573 2272 3453 3275 4405 1390 962 784 2498 8164 10222 6575 5819 4030 2329 Tree=842 num_leaves=31 split_feature=56 34 58 71 71 31 35 16 66 9 75 57 91 62 89 10 31 42 73 92 20 66 54 47 21 66 10 37 43 66 split_gain=5.6977 4.60116 4.33315 4.59546 8.10786 5.88534 5.28703 5.12794 5.12229 3.90491 3.84975 4.78362 3.80456 3.69058 4.58708 4.31947 5.37521 5.2298 4.85513 4.81845 3.95241 3.92308 5.5286 4.64509 3.92497 3.77025 5.53509 3.57541 3.44583 3.43135 threshold=6 3 5 0 1 6 0 2 6 2 1 1 5 1 3 0 7 2 3 1 1 4 1 1 0 1 1 2 0 5 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 5 7 -4 -6 -5 -7 -9 -8 -12 -10 -14 -15 16 -16 -18 -19 -20 -17 23 -23 -21 -25 26 -22 -24 -11 -29 right_child=1 2 3 4 6 8 10 9 12 28 11 -13 13 14 15 20 17 18 19 21 25 22 27 24 -26 -27 -28 29 -30 -31 leaf_parent=0 1 2 5 7 6 8 10 9 12 28 11 11 13 14 16 20 17 18 19 23 26 22 27 24 24 25 26 29 28 29 leaf_value=0.0563071 0.0243702 0.0497218 -0.0398366 0.0429416 -0.0321492 0.0234371 0.0430251 0.0430241 -0.0464295 -0.0133842 0.0332053 -0.0243726 0.0173185 -0.0484139 -0.049962 0.0359003 -0.0481097 0.0497856 0.0267069 0.0515177 -0.00703574 0.013706 -0.0423831 0.0236201 -0.0294929 0.00193125 0.0436957 0.0166214 0.00534039 -0.00879385 leaf_count=101 783 104 540 213 3988 1010 122 176 103 3578 127 900 1470 217 455 736 442 176 444 334 319 1366 319 611 187 4625 636 637 1873 12414 internal_value=0 0.00481539 -0.0019263 -0.00505065 -0.0748184 0.0188035 -0.213 0.00858027 0.0256595 -0.0191922 -0.0289699 -0.114328 0.0135365 0.017698 0.00518449 0.0105244 -0.0260947 -0.016034 -0.00585551 -0.0147707 0.0784498 -0.0308636 -0.0497812 0.175488 0.0134581 0.0552892 0.241799 -0.0819239 -0.0403019 -0.0686103 internal_count=39006 38905 38122 38018 10977 27041 5137 5840 26501 5627 1149 1027 25491 25388 23918 23701 17385 16930 16488 16312 6316 15868 14736 1132 798 5580 955 13370 5451 13051 Tree=843 num_leaves=31 split_feature=0 76 85 92 71 16 31 4 80 74 48 73 49 86 32 16 1 10 61 86 49 21 31 11 71 18 28 21 21 10 split_gain=3.08961 3.14256 6.21751 3.87954 3.81126 3.43453 3.66398 3.34594 3.88616 3.08754 2.93752 3.12125 2.89214 3.34804 3.21944 3.16456 3.23507 2.87761 2.77502 3.42238 4.89005 3.39986 2.88238 2.79983 2.71557 2.63586 2.53696 3.59135 3.5519 3.17552 threshold=6 1 0 1 0 4 8 1 2 0 3 4 4 2 3 5 1 0 3 1 2 4 9 1 3 1 2 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 17 -3 -4 9 -7 -8 -9 -5 -10 -12 -13 -14 -15 -16 -17 -2 -18 20 -20 -21 -23 -22 -24 -25 28 29 -26 -28 right_child=1 3 4 5 -6 6 7 8 10 -11 11 12 13 14 15 16 18 -19 19 21 23 22 24 25 26 -27 27 -29 -30 -31 leaf_parent=0 17 3 4 9 4 6 7 8 10 9 11 12 13 14 15 16 18 17 20 21 23 22 24 25 28 25 29 27 28 29 leaf_value=-0.0515783 -0.0353145 0.0141293 0.00735974 0.0525692 0.0574523 -0.0372928 -0.0220965 0.0336397 0.036219 -0.0057292 -0.0395841 0.0232503 0.0158385 -0.0335705 0.0463661 -0.0202085 -0.0239624 0.0197403 0.052384 -0.0507853 -0.0366221 -0.0545907 -0.0376892 0.0424487 -0.00827036 0.00449668 0.0313846 -0.0120524 0.0703002 -0.000390613 leaf_count=135 510 1589 308 145 257 326 1302 250 343 105 295 143 989 1121 103 1733 1288 341 113 347 289 144 398 153 134 2628 347 5447 141 17582 internal_value=0 0.00151596 0.17295 -0.00581129 0.368953 -0.0168035 -0.0219245 -0.0171688 -0.00958765 0.28363 -0.0149671 -0.0187553 -0.014689 -0.0204988 -0.030011 -0.0243739 -0.0279087 -0.136393 -0.0177104 -0.0104421 0.0940567 -0.0301011 -0.0250257 0.0509225 -0.0210373 0.0789214 -0.0154949 -0.0211796 0.313676 0.00594535 internal_count=39006 38871 1416 37455 565 35866 35616 35290 33988 250 33738 33395 33100 32957 31968 30847 30744 851 29011 27723 3183 24540 24193 3070 24049 2781 23651 23376 275 17929 Tree=844 num_leaves=31 split_feature=1 89 57 51 58 35 42 46 1 1 16 87 13 42 57 88 65 23 85 86 73 23 40 85 59 24 71 13 23 85 split_gain=7.44054 6.23402 5.7639 5.91933 6.06851 6.08348 6.59562 6.5735 6.8749 5.7419 6.596 5.81974 7.85295 5.59204 5.65822 5.69901 5.27241 5.66184 5.00759 4.84307 4.49406 4.67677 4.42552 5.03396 4.19773 4.5929 3.61675 3.60444 3.55822 3.48093 threshold=5 7 7 2 3 2 1 5 2 3 3 0 0 2 4 0 2 0 0 3 1 2 2 0 1 0 0 4 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 16 -7 -8 -9 -10 -11 13 24 -12 -15 19 -6 -18 -14 -16 -19 -22 23 -21 25 -13 -17 -24 -23 -26 right_child=1 2 3 4 5 6 7 8 9 10 11 12 18 14 15 26 17 20 -20 22 21 28 27 -25 29 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 16 6 7 8 9 10 13 25 18 14 19 26 17 20 18 23 21 28 27 23 29 25 26 27 28 29 leaf_value=0.050284 0.0491463 0.0506745 0.0249381 -0.052462 0.0468917 -0.0207592 0.0450691 0.0228445 0.0295363 -0.0338026 -0.0319802 0.0489518 -0.0101921 0.0494591 -0.0505193 0.0147154 -0.0324553 -0.0210497 -0.0389338 0.00575739 -0.0201235 -0.0117965 -0.0515977 0.0673126 0.0166254 -0.0099655 -0.00353277 -0.0028683 0.0282956 -0.0124715 leaf_count=112 102 119 784 278 199 3293 106 554 275 346 581 213 2059 144 123 2715 490 175 4458 267 226 282 372 128 608 176 1543 15169 813 2296 internal_value=0 -0.0025858 -0.00592338 -0.00891728 -0.0150554 -0.0117898 -0.0247047 -0.0137634 -0.0183142 -0.0273602 -0.0333488 -0.0259267 -0.118038 -0.00373819 0.00397202 -0.0011764 0.118204 0.0722961 -0.252591 -0.028954 0.121566 0.174107 -0.0229897 0.231985 -0.0124538 0.240293 0.0913736 -0.0332968 0.230133 -0.0660773 internal_count=39006 38894 38792 38673 37889 37611 35426 32133 32027 31473 31198 30852 9810 21042 20461 20317 2185 1986 6517 16059 1496 1321 15936 395 3293 389 4258 15541 1095 2904 Tree=845 num_leaves=31 split_feature=40 40 40 39 36 7 52 46 42 13 13 86 30 13 34 90 31 0 23 75 5 69 31 38 65 35 39 69 16 56 split_gain=5.68979 5.15569 6.05183 4.52455 4.16152 4.42177 3.97625 3.73886 3.62016 3.57643 5.42889 4.40391 3.72982 3.71076 3.21882 2.97604 3.6631 2.96289 2.82419 4.81361 2.714 2.68282 3.32467 3.06894 2.66266 3.2064 2.62534 2.92756 2.5728 3.08676 threshold=3 1 2 5 2 6 1 3 2 0 1 1 1 2 1 1 2 2 4 0 1 3 5 2 2 3 2 1 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=6 24 -3 -4 14 -6 -1 -7 -9 12 17 13 -10 -12 -5 -13 -17 -11 19 -14 -20 -22 -23 -24 -2 -26 -27 -28 -25 -30 right_child=1 2 3 4 5 7 -8 8 9 10 11 15 18 -15 -16 16 -18 -19 20 -21 21 22 23 28 25 26 27 -29 29 -31 leaf_parent=6 24 2 3 14 5 7 6 8 12 17 13 15 19 13 14 16 16 17 20 19 21 22 23 28 25 26 27 27 29 29 leaf_value=-0.0160019 0.0265785 0.0126356 -0.0489603 0.0211471 0.0361524 -0.0531838 0.0383509 -0.0440222 -0.0409634 0.0434245 0.0418698 0.0173618 -0.030847 -0.0200105 -0.0401436 0.0211454 -0.0333486 -0.00328936 -0.0396208 0.0212337 -0.0322552 0.0512699 -0.029524 0.031697 -0.0286457 0.0295344 -0.0128889 0.00824849 -0.0148749 0.00445841 leaf_count=101 441 1247 766 135 122 190 338 925 865 107 270 144 855 610 898 166 6926 4263 217 269 380 176 316 156 134 436 729 3188 1296 12340 internal_value=0 -0.0134746 -0.0367754 -0.0549564 -0.0492862 -0.0401942 0.261674 -0.0464867 -0.0420139 -0.0366867 -0.103475 -0.210211 -0.00488845 0.0998809 -0.301856 -0.26616 -0.29763 -0.00983363 0.00318905 -0.166993 0.0180256 0.0243938 0.0320253 0.025049 0.0716635 0.0471014 0.066493 0.0420057 0.0348537 0.0252362 internal_count=39006 38567 33639 32392 31626 30593 439 30471 30281 29356 12486 8116 16870 880 1033 7236 7092 4370 16005 1124 14881 14664 14284 14108 4928 4487 4353 3917 13792 13636 Tree=846 num_leaves=31 split_feature=30 15 25 5 66 79 42 42 32 59 16 77 90 66 0 47 47 46 14 18 79 89 73 54 75 39 14 31 39 90 split_gain=4.13778 3.82888 3.93641 5.80506 4.13752 4.03749 3.88182 3.77937 3.38493 3.3586 3.89259 4.03527 3.76297 3.60543 3.71339 3.46703 3.29897 3.11612 3.10017 3.84888 3.37753 3.61371 2.97425 2.72847 2.68571 2.61586 2.60608 2.52725 3.07265 2.51594 threshold=2 6 0 1 2 2 1 3 2 3 4 4 2 10 3 9 4 1 0 2 2 2 3 1 0 0 1 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 6 -4 -5 -6 -3 -8 -7 -9 -11 -12 -13 -14 24 -16 -10 -18 19 -17 -21 -22 -23 -19 -15 26 -20 -25 -29 -24 right_child=1 2 3 4 5 8 7 9 16 10 11 12 13 14 15 18 17 23 25 20 21 22 29 27 -26 -27 -28 28 -30 -31 leaf_parent=0 1 6 3 4 5 8 7 9 16 10 11 12 13 24 15 19 17 23 26 20 21 22 29 27 24 25 26 28 28 29 leaf_value=-0.0528811 -0.0466118 -0.0265878 0.0806536 -0.0325086 -0.0447947 -0.0303746 -0.0537846 -0.0427644 0.0759332 0.0340321 0.0397805 0.0345389 0.0299012 0.0550618 0.0517678 -0.0553828 0.0560861 0.0417265 0.00697558 0.0375141 -0.043892 -0.0466964 0.0156846 -0.0298625 0.00071015 -0.0329441 -0.0263682 0.0489232 0.00432317 -0.00125323 leaf_count=540 745 2724 140 705 637 394 334 226 127 186 113 287 365 230 202 228 351 873 1271 392 347 223 848 618 121 4429 2084 670 3065 15531 internal_value=0 0.012587 0.0169661 0.137906 0.100849 0.144608 -0.0010171 0.00828454 0.178456 0.0128308 0.0178817 0.0097931 0.00265023 -0.00502927 -0.0135096 -0.0221972 0.215318 0.181039 -0.0270484 -0.00921065 -0.00309877 -0.0109081 -0.00337189 0.131741 0.300693 -0.159517 -0.0606471 0.0668672 0.124475 0.00245552 internal_count=39006 38466 37721 7580 7440 6735 30141 27417 6098 27083 26857 26671 26558 26271 25906 25555 5704 5577 25353 17569 17341 16949 16602 5226 351 7784 3355 4353 3735 16379 Tree=847 num_leaves=31 split_feature=1 8 75 46 71 15 7 1 47 15 3 81 87 80 70 76 54 35 80 29 14 42 3 21 61 64 58 15 47 20 split_gain=4.52412 4.33089 3.99189 3.88169 3.58068 3.59257 4.04148 3.40617 3.66235 3.79561 3.8672 4.32301 4.35091 4.08589 3.61398 3.53335 3.62016 4.48854 3.55808 3.58007 3.8665 3.49486 4.62843 6.0864 3.79625 4.19741 3.41841 3.13959 4.85504 4.79356 threshold=2 15 4 2 10 9 6 1 10 7 2 1 0 1 3 4 1 2 2 1 0 1 1 0 2 1 3 0 9 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 12 -12 -13 -15 -16 17 -17 -18 20 -20 -19 23 -23 -24 -26 -21 28 -28 -29 right_child=1 2 3 4 5 6 7 8 9 10 11 13 -14 14 15 16 18 21 19 26 -22 22 24 -25 25 -27 27 29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 10 12 13 12 14 15 17 18 21 20 26 20 23 24 23 25 25 28 29 28 29 leaf_value=-0.0442895 0.0258287 -0.0468028 -0.0336491 0.0268054 0.0222312 -0.0550184 -0.0162379 0.0309926 0.0174584 -0.0228401 -0.047952 -0.0184694 0.000564862 -0.0325068 0.0423171 -0.0523337 -0.0491475 0.0186551 -0.0320974 -0.0400994 0.00106272 0.0487424 0.0197773 -0.0202138 0.013702 -0.0228018 0.039196 0.0178644 -0.000472553 0.00298715 leaf_count=752 159 344 524 145 252 176 2437 156 431 1085 911 959 249 277 134 264 150 228 1307 165 239 152 218 222 250 1611 114 1034 14630 9431 internal_value=0 -0.000132221 -0.00235319 -0.00120741 0.000343849 -0.0014566 -0.00363228 -0.00262046 0.000302329 -0.00134885 -0.00437656 -0.00191227 -0.242363 0.000682507 0.0038979 0.00552835 0.00426652 -0.0847787 0.0103485 0.0114816 -0.146005 -0.0608308 -0.0956918 0.180493 -0.142873 -0.179608 0.0151229 0.0164692 -0.00143622 0.0452976 internal_count=39006 38254 38095 37751 37227 37082 36830 36654 34217 34061 33630 32545 1160 31385 30426 30149 30015 2945 27070 26920 1546 2681 2453 374 2079 1861 25374 25209 14744 10465 Tree=848 num_leaves=31 split_feature=83 16 15 14 79 42 31 52 92 42 87 23 61 86 31 55 90 82 69 87 0 86 71 80 67 63 45 21 33 20 split_gain=3.51371 3.44652 3.32316 3.68258 3.87947 4.15408 4.03973 3.43221 3.42561 3.49686 3.56998 3.29477 2.86883 3.53022 2.86091 2.99276 2.80993 2.94349 2.80642 2.78155 2.86044 2.57345 2.77113 2.60093 2.65353 3.41965 3.00604 3.96225 3.28369 2.76909 threshold=1 4 10 8 1 6 2 1 1 4 6 12 1 1 10 3 1 3 4 9 3 2 10 2 2 0 1 2 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 18 -6 7 -7 12 -10 -11 -12 -8 -14 -13 -16 -17 -18 -5 -19 -21 -22 -23 -24 25 -25 27 -26 -29 -28 right_child=1 2 3 4 5 6 8 -9 9 10 11 14 13 -15 15 16 17 19 -20 20 21 22 23 24 26 -27 29 28 -30 -31 leaf_parent=0 1 2 3 18 5 7 12 7 9 10 11 14 13 13 15 16 17 19 18 20 21 22 23 25 27 25 29 28 28 29 leaf_value=-0.0334478 -0.0543641 0.0309097 -0.0348758 -0.0493477 0.0357368 0.0158489 -0.0508026 -0.0206071 0.0244017 0.0183374 0.0477154 0.024076 0.0317965 -0.0179364 0.0310424 -0.016838 0.0436043 0.025383 -0.00764884 -0.0259682 -0.0156728 -0.0300127 -0.0428382 -0.0467116 -0.0273837 0.00954732 0.0175339 -0.0148747 0.0215936 0.000832638 leaf_count=558 286 167 112 132 103 280 240 1918 210 325 152 169 165 782 135 1266 220 113 3533 351 749 110 162 382 187 171 613 212 1110 24093 internal_value=0 0.00730132 0.00830552 0.00652878 0.00820553 0.014115 0.0120391 -0.138956 0.0166561 0.0201598 0.0173257 0.0133756 -0.157226 -0.0835914 0.0120393 0.00967968 0.00778311 0.0108423 -0.0984944 0.00949155 0.00726325 0.00937981 0.0124643 0.014262 0.0154604 -0.228368 0.017686 0.126926 0.168214 0.0120071 internal_count=39006 38448 38162 37995 37883 34218 34115 2198 31917 30730 30520 30195 1187 947 30043 29874 29739 28473 3665 28253 28140 27789 27040 26930 26768 553 26215 1509 1322 24706 Tree=849 num_leaves=31 split_feature=71 16 8 14 66 80 0 59 7 2 55 66 65 41 59 8 19 23 59 19 58 54 10 74 27 61 24 41 70 66 split_gain=3.81919 4.41716 3.66482 3.31573 3.52132 3.27048 3.31652 3.26393 3.48504 3.38443 3.52282 3.49633 3.36817 3.23701 3.19053 3.72372 2.71486 2.71326 2.73356 3.55711 2.62844 2.40612 2.50701 3.72933 3.20527 6.40493 3.20623 9.81747 3.90104 3.82796 threshold=4 2 3 20 7 1 6 3 2 0 1 1 2 4 2 2 0 1 1 0 1 2 0 0 1 0 0 2 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=16 -2 -3 -4 -5 -6 -7 -8 -9 10 11 -10 -12 -14 -15 -16 -1 -13 -19 -20 -11 -17 24 -24 25 -23 27 -26 -28 -29 right_child=1 2 3 4 5 6 7 8 9 20 12 17 13 14 15 21 -18 18 19 -21 -22 22 23 -25 26 -27 28 29 -30 -31 leaf_parent=16 1 2 3 4 5 6 7 8 11 20 12 17 13 14 15 21 16 18 19 19 20 25 23 23 27 25 28 29 28 29 leaf_value=0.0137775 -0.0448532 -0.0579623 0.0514199 -0.0513442 -0.029254 0.0521698 0.0441337 -0.0221107 0.0526046 0.0260946 -0.0235441 0.0360138 0.0444708 0.0274462 -0.0467231 -0.030838 0.0688802 0.0344924 0.00313136 -0.0534194 -0.0181697 0.0915253 -0.00546996 -0.0541795 0.0773352 -0.00148297 -0.0567107 -0.00465472 0.00448929 -0.0304334 leaf_count=379 1204 403 109 942 1287 118 316 1824 245 421 1142 241 226 445 581 438 134 151 663 258 5930 177 2613 837 183 313 318 2660 11183 3265 internal_value=0 -0.00915378 -0.00478213 -0.00198221 -0.00481704 -0.00174493 0.00327582 0.000370608 -0.00300958 0.00434367 0.0155928 0.166396 0.00360709 0.0114109 0.00713817 0.00024471 0.27922 0.098651 0.0127229 -0.0778128 -0.138773 0.00496411 0.00955956 -0.126754 0.0207274 0.336379 0.0140561 -0.0711552 0.0392987 -0.105281 internal_count=39006 38493 37289 36886 36777 35835 34548 34430 34114 32290 25939 1558 24381 23239 23013 22568 513 1313 1072 921 6351 21987 21549 3450 18099 490 17609 6108 11501 5925 Tree=850 num_leaves=25 split_feature=33 82 14 0 12 33 42 41 69 91 39 66 91 61 24 23 15 17 7 47 24 39 15 23 split_gain=4.41534 2.4549 1.74231 2.17954 1.47807 1.33612 1.38745 1.62083 1.28645 1.18382 0.983873 0.94736 1.50753 1.17832 1.07746 0.740894 0.71639 0.705219 0.608344 0.520867 1.70454 0.320161 0.234301 0.0054199 threshold=0 1 1 1 1 1 1 0 0 0 0 0 1 1 0 0 0 0 1 1 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=8 -2 9 -4 -5 15 -7 11 10 16 19 12 -8 -13 22 -6 18 -9 -3 -1 -21 23 -15 -14 right_child=1 2 3 4 5 6 7 17 -10 -11 -12 13 21 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 leaf_parent=19 1 18 3 4 15 6 12 17 8 9 10 13 23 22 14 15 16 17 18 20 20 21 22 23 leaf_value=0.00595355 -0.0425465 0.0331426 -0.0443252 -0.0271182 -0.00217964 -0.024075 0.0588728 0.00173334 -0.0500869 0.0404317 -0.0390861 0.0324908 0.00779132 0.0179718 -0.0201347 -0.0311723 -0.0139856 -0.0299361 0.00501124 -0.00111572 -0.0501807 0.0295692 0.00134817 0.010875 leaf_count=2616 881 130 673 827 1129 216 249 322 10068 388 8296 198 200 300 299 2425 439 277 330 5121 2956 193 209 264 internal_value=0 0.00261565 0.0222789 -0.0186335 0.00470615 0.0304059 0.0709882 0.0998128 -0.263363 0.175009 -0.195149 0.154538 0.265178 0.0781346 0.00610592 -0.14224 0.0873765 -0.10974 0.161343 -0.113656 -0.182709 0.163397 0.107321 0.0939025 internal_count=39006 9949 9068 7781 7108 6281 2727 2511 29057 1287 18989 1912 906 1006 808 3554 899 599 460 10693 8077 657 509 464 Tree=851 num_leaves=31 split_feature=59 90 10 66 10 16 22 42 92 87 63 59 39 21 84 87 53 18 30 26 63 75 74 31 59 73 17 58 74 66 split_gain=4.70359 4.66616 4.47672 5.5857 6.42111 5.34688 6.62159 5.95637 5.03548 4.67818 4.65157 4.53012 5.22207 4.51601 4.40329 4.10974 3.87263 3.80692 3.72917 3.72989 3.52906 3.73094 3.99659 4.49639 3.91131 3.52696 3.49297 6.46802 3.44752 5.08286 threshold=14 4 0 1 1 1 2 2 1 2 8 8 0 2 1 0 2 2 1 3 4 3 0 1 0 3 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 5 4 -4 9 -7 -8 15 -3 -10 -12 17 -14 -11 -9 -16 -13 -5 -20 -21 -22 23 -23 -25 -19 27 -15 -27 -30 right_child=1 2 3 18 -6 6 7 8 10 14 11 12 13 26 16 -17 -18 25 19 20 21 22 -24 24 -26 28 -28 -29 29 -31 leaf_parent=0 1 9 4 18 4 6 7 15 10 14 11 17 13 27 16 15 16 25 19 20 21 23 22 24 24 28 26 27 29 29 leaf_value=0.0505031 0.0607366 0.0735338 -0.00580979 0.0207868 0.0359601 0.0412932 -0.0489755 0.0359195 0.0601241 -0.0260205 0.0389393 -0.0611693 0.0104306 0.0247738 -0.0296456 -0.0124712 0.0180404 0.0418284 0.0429363 -0.0454 0.0408936 0.0242538 -0.0124461 -0.0107008 0.00841247 -0.00752952 -0.00760296 -0.0332853 0.0283198 -0.00308789 leaf_count=134 110 123 542 860 1249 254 706 450 171 359 212 117 860 539 196 273 1871 159 285 134 163 995 1886 2687 1658 8069 2204 8935 751 2054 internal_value=0 0.00254716 -0.000148237 0.0512451 0.220082 -0.0307166 -0.0522425 -0.0614426 -0.0522767 0.108299 -0.0660033 -0.0709572 -0.0780021 -0.171409 0.077158 0.194685 0.134343 -0.0373657 0.020116 -0.00201878 -0.0127904 -0.00257693 -0.0144219 0.0343945 -0.0075213 -0.0304517 -0.21068 -0.281735 -0.0387488 0.0626731 internal_count=39006 38872 38762 10459 1791 28303 25754 25500 24794 2549 24071 23900 23688 12538 2426 723 2067 11150 8668 7808 7523 7389 7226 5340 4345 11033 11678 9474 10874 2805 Tree=852 num_leaves=31 split_feature=42 80 16 42 25 63 16 74 2 12 14 25 23 63 15 66 77 59 53 33 2 23 59 53 22 35 24 54 69 16 split_gain=3.02822 3.16567 3.1089 4.20144 3.72212 3.7026 3.13901 3.29519 3.10345 3.41417 3.25353 4.17905 4.11056 3.45516 3.26426 3.52351 3.1691 2.93048 3.78662 3.24895 3.28924 2.91674 2.84291 3.1588 3.08504 3.49153 2.93991 2.79126 2.77097 2.73686 threshold=5 1 1 2 0 4 4 0 0 3 0 1 1 1 0 0 1 0 3 0 1 3 1 3 1 0 5 1 3 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 27 3 -3 21 -4 7 -7 9 -8 11 12 -11 -14 -15 -16 -12 18 -10 -20 -21 -5 -13 -24 -25 26 -26 -2 -23 -18 right_child=1 2 5 4 -6 6 8 -9 17 10 16 22 13 14 15 -17 29 -19 19 20 -22 28 23 24 25 -27 -28 -29 -30 -31 leaf_parent=0 27 3 5 21 4 7 9 7 18 12 16 22 13 14 15 15 29 17 19 20 20 28 23 24 26 25 26 27 28 29 leaf_value=0.0279279 0.0339955 0.056341 0.0275879 0.0401522 -0.0230472 0.047448 -0.0580208 -0.0132927 0.0406689 -0.034761 0.0212323 -0.0156487 0.0715511 -0.00854418 0.0800679 0.0141888 0.0222283 -0.0307009 -0.0222318 0.0272589 -0.0317794 0.0429369 0.0277356 0.016819 -0.0375116 -0.0162659 0.000780648 0.00444058 0.00183365 -0.0158305 leaf_count=172 308 101 404 254 858 155 220 101 287 258 235 1597 171 361 155 301 104 2677 2549 424 518 123 508 488 432 3376 10500 1139 2179 8051 internal_value=0 -0.0144821 -0.024415 0.0684473 0.041201 -0.0390133 -0.0449465 0.240698 -0.0505961 -0.0350037 -0.0312301 -0.00667523 0.203393 0.288078 0.182214 0.381491 -0.111629 -0.154946 -0.077226 -0.124912 0.0983845 0.0875987 -0.0224331 -0.00437479 -0.0152082 -0.0320866 -0.00278677 0.114557 0.05076 -0.137001 internal_count=39006 38834 37387 3515 3414 33872 33468 256 33212 26757 26537 18147 1246 988 817 456 8390 6455 3778 3491 942 2556 16901 15304 14796 14308 10932 1447 2302 8155 Tree=853 num_leaves=31 split_feature=89 69 51 83 27 42 4 70 18 77 29 66 82 89 84 21 41 24 25 10 52 86 8 31 46 15 21 75 42 15 split_gain=18.5934 6.71401 7.87825 6.49145 5.90884 5.75176 4.83523 4.78204 4.34682 4.11239 4.03841 4.12914 4.35101 4.44983 4.0275 4.65081 4.55135 3.65737 4.03892 4.09937 3.94209 3.64278 3.63107 3.79733 4.32262 4.17874 3.82332 3.6007 3.12075 3.10564 threshold=8 1 2 2 2 2 2 4 2 2 2 2 2 3 0 0 0 2 0 1 2 2 2 3 1 1 3 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 9 -3 -4 -5 -6 -7 -8 -9 -2 27 28 -13 -14 21 -16 29 -11 20 -20 -19 -15 -23 25 -25 -24 -26 -10 -12 -17 right_child=1 2 3 4 5 6 7 8 10 17 11 12 13 14 15 16 -18 18 19 -21 -22 22 23 24 26 -27 -28 -29 -30 -31 leaf_parent=0 9 2 3 4 5 6 7 8 27 17 28 12 13 21 15 29 16 20 19 19 20 22 25 24 26 25 26 27 28 29 leaf_value=0.0799339 0.040949 0.0303349 0.0455741 0.0269738 -0.0317841 0.0397903 0.0279065 0.0198001 0.0483095 0.0294495 -0.0331814 0.0123917 0.0215533 -0.0281131 -0.0267827 0.0331548 -0.0234717 0.0518008 0.0311817 -0.0242061 0.00620499 0.0181403 -0.0356061 0.0101609 0.020225 0.0228712 -0.00997789 -0.00342433 0.00886996 -0.00310461 leaf_count=102 154 648 113 776 885 164 172 372 107 692 317 481 222 576 3056 183 858 160 149 1253 3816 472 117 706 460 433 17642 112 2856 952 internal_value=0 -0.00262118 -0.0221822 -0.0300048 -0.0344283 -0.0409169 -0.0338314 -0.0377498 -0.0430787 0.0887624 -0.0495513 -0.0550405 -0.0685241 -0.0780227 -0.0847052 -0.167375 -0.0679357 0.0694004 0.0433837 -0.146338 0.0814113 -0.0627391 -0.05322 -0.062437 -0.0743029 0.135642 -0.0904234 0.221642 0.0601282 0.0486958 internal_count=39006 38904 32680 32032 31919 31143 30258 30094 29922 6224 29550 29331 26158 25677 25455 5049 1993 6070 5378 1402 3976 20406 19830 19358 18808 550 18102 219 3173 1135 Tree=854 num_leaves=31 split_feature=58 52 42 39 42 42 86 31 75 61 73 7 0 39 28 91 70 47 29 73 89 9 75 23 39 69 23 15 76 23 split_gain=5.24177 4.33949 4.51504 3.9743 3.93183 3.53418 3.4663 3.78327 3.78393 3.47004 4.59208 4.65238 3.34667 3.33978 4.30237 3.76993 5.36885 3.54231 3.25783 3.06661 3.23597 3.03082 2.83703 2.81819 2.74701 4.09686 3.10237 2.92473 3.73972 3.42261 threshold=5 5 3 6 2 1 5 6 5 0 2 0 5 0 1 0 1 0 3 1 1 4 0 3 1 0 0 7 1 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 10 11 -10 -11 15 -15 18 -17 -18 -12 22 -21 -14 -20 -22 25 26 -23 -26 -29 -30 right_child=1 2 3 4 5 6 7 8 9 12 13 -13 21 14 -16 16 17 -19 19 20 23 24 -24 -25 27 -27 -28 28 29 -31 leaf_parent=0 1 2 3 4 5 6 7 8 11 12 18 11 21 14 14 16 17 17 22 20 23 26 22 23 27 25 26 28 29 29 leaf_value=0.046657 0.0443203 -0.05224 -0.0434147 -0.0351675 -0.0175634 0.042122 -0.0349668 0.0400822 -0.0005568 0.031919 0.0372246 0.0863285 -0.0455415 0.0195642 -0.0264924 0.072794 -0.0242546 0.0216548 -0.00883523 -0.0442185 -0.0302562 0.0411468 0.0415295 -0.0051073 -0.0419098 -0.00101863 0.0126952 0.0252038 0.0154966 -0.00256161 leaf_count=101 114 458 597 1125 3575 126 616 242 488 167 108 127 116 382 6492 145 905 598 553 607 703 467 298 7177 272 1361 1063 475 836 8712 internal_value=0 -0.0088913 -0.0125322 -0.0091462 -0.0055468 -0.00113741 0.00682458 0.00338625 0.00782755 0.00378673 -0.0487398 0.372642 0.0317967 -0.062025 -0.193676 -0.0301236 0.162579 0.0542033 -0.0606866 -0.074307 -0.0971803 0.0242265 0.175997 -0.0780688 0.0284425 0.101513 0.197489 0.00313904 0.00941574 -0.00475912 internal_count=39006 38905 38791 38333 37736 36611 33036 32910 32294 32052 18583 615 13469 17968 6874 11094 1648 1503 9446 9338 8487 13302 851 7880 13186 2891 1530 10295 10023 9548 Tree=855 num_leaves=31 split_feature=13 30 87 42 40 42 49 5 4 59 16 61 10 54 90 85 32 75 32 78 37 61 7 54 15 19 37 14 61 41 split_gain=3.84669 3.31384 3.0628 3.03402 3.03264 3.02551 3.08295 3.14569 3.06485 3.58501 2.83727 2.87552 4.58102 3.7912 4.27991 3.6651 4.03886 4.62089 3.95616 3.55904 3.54658 3.46479 3.08268 3.48413 3.02024 4.57536 3.06634 2.88111 2.79289 2.69121 threshold=3 2 3 2 3 1 2 2 1 0 5 0 0 2 1 0 0 1 1 1 2 1 2 1 1 0 0 0 3 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 9 -9 -10 13 15 -12 -15 20 21 -18 -19 -16 -13 -17 -22 -24 -23 26 -26 29 -25 -21 right_child=1 2 3 4 5 6 7 8 10 -11 11 12 -14 14 19 16 17 18 -20 27 22 24 23 28 25 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 9 10 9 13 20 12 14 19 21 17 18 18 29 22 24 23 28 26 25 26 27 28 29 leaf_value=-0.0318953 -0.046133 -0.0383385 -0.0308845 -0.0385778 -0.0194648 -0.0214001 0.0528101 0.0398038 0.0322871 -0.00756313 0.0270205 0.0473087 -0.0103122 0.0226896 0.0190083 0.0150877 -0.0588664 0.0349338 -0.0131351 -0.0436883 0.0277362 0.00690003 0.0216666 -0.0376963 0.0123317 0.0941869 0.0789372 -0.0262291 -0.00251857 -0.00364815 leaf_count=1736 539 1079 1004 384 3142 741 111 779 123 376 386 303 3280 577 730 792 170 693 930 509 345 187 576 475 343 146 104 4226 3416 10804 internal_value=0 0.0137604 0.0176229 0.0218867 0.0270623 0.0312716 0.0390236 0.0463186 0.0422967 0.243087 0.0328159 0.0264533 0.0752654 -0.0127053 -0.028759 0.113614 0.220643 0.0449298 0.136709 -0.0499523 0.0514843 0.334187 0.0273622 -0.0100195 0.48789 0.595684 0.347245 -0.0702789 -0.0635821 -0.0479668 internal_count=39006 37270 36731 35652 34648 34264 31122 30381 30270 1155 29115 28992 11760 17232 16846 8480 3365 1793 1623 16269 5115 1572 4812 4467 780 593 447 15539 3891 11313 Tree=856 num_leaves=31 split_feature=24 6 47 85 84 22 29 40 57 16 38 61 36 13 57 62 61 67 15 67 40 61 43 26 73 24 41 23 8 42 split_gain=4.42452 7.54893 6.92975 4.88958 4.64799 4.20277 4.07784 3.43352 3.70295 3.28744 3.27946 4.12336 3.33005 3.23738 3.17377 3.01994 3.18645 2.96811 2.90272 3.05728 2.99262 3.36356 3.2141 3.05167 3.13694 3.48544 3.24162 2.77375 3.12136 2.75959 threshold=0 1 2 0 2 1 2 1 2 1 1 1 1 8 1 1 3 1 6 2 2 6 2 1 2 1 3 2 2 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 4 -4 -5 -2 9 -9 -8 -7 -12 -13 -10 -6 -16 -17 -18 -15 -20 -21 -22 -23 -24 25 -25 -26 -19 -29 -28 right_child=6 2 3 5 14 10 7 8 13 -11 11 12 -14 18 15 16 17 27 19 20 21 22 23 24 26 -27 29 28 -30 -31 leaf_parent=1 6 2 4 5 14 10 9 8 13 9 11 12 12 18 15 16 17 27 19 20 21 22 23 25 26 25 29 28 28 29 leaf_value=-0.0406883 -0.0473734 -0.02397 0.0194067 -0.0384879 -0.047249 0.0216702 -0.0292398 -0.0373954 0.0165461 -0.00356153 0.0252086 -0.0342884 0.0015464 0.01897 -0.0407788 0.0241425 -0.0407856 0.0109257 -0.02306 -0.0143627 -0.0288665 0.0158194 -0.0125135 -0.0026509 -0.0323586 0.0297855 -0.0266577 0.0308382 -0.0113869 0.00214066 leaf_count=1177 167 1874 287 173 959 385 353 224 447 2688 374 235 1682 344 620 319 793 1160 377 810 154 774 498 259 235 269 101 185 7026 14058 internal_value=0 -0.0502461 -0.0370396 -0.0149152 -0.0720621 0.0464891 0.00896163 0.0103841 0.0191843 -0.0555061 0.0609942 0.0285835 -0.00571597 0.0209874 -0.0962613 -0.0835102 -0.0689562 -0.0857203 0.016678 0.0133555 0.0158851 0.0197113 0.0219891 0.0170247 0.0217054 0.169762 0.0169334 -0.0698621 -0.0978266 0.0191466 internal_count=39006 17248 16071 14197 11348 2849 21758 21591 18550 3041 2676 2291 1917 18326 11061 10103 9483 9164 17879 17535 17158 16348 16194 15420 14922 528 14394 8371 7211 14159 Tree=857 num_leaves=31 split_feature=13 46 0 69 42 46 16 27 78 69 9 67 23 13 7 36 32 73 73 42 37 24 18 40 47 35 21 23 85 47 split_gain=4.70146 3.58986 3.41866 3.30713 3.43809 3.11545 3.02461 2.99745 2.87453 2.94918 3.09498 2.81671 2.87242 2.69697 2.76776 4.27828 4.39369 4.35374 4.18338 3.69059 4.48262 3.80408 3.70446 5.06784 4.57804 3.6059 3.46794 3.12092 2.96848 3.04976 threshold=15 2 7 8 3 3 4 2 2 5 4 2 8 14 0 4 0 2 1 1 0 3 1 1 5 2 1 11 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 18 -16 25 -18 -15 20 21 -20 23 -21 -24 -17 -23 -26 -19 -30 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 28 19 22 -22 26 24 -25 27 -27 -28 -29 29 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 10 11 12 13 18 15 25 17 28 21 23 20 26 24 23 27 25 26 27 29 29 leaf_value=0.037485 -0.038199 -0.0562881 0.0334498 0.0160668 -0.0490683 -0.0544734 -0.035086 -0.0184671 0.0157957 -0.0354602 -0.0217442 0.0207572 0.0253962 -0.0100221 0.0337088 0.0179397 -0.0511337 0.0129655 0.0290083 -0.0485402 0.0273813 0.0277128 0.0176327 0.0239276 0.0415138 -0.016448 -0.00210302 -0.000827913 0.00538234 -0.0147441 leaf_count=111 519 123 148 460 255 266 1037 1000 519 175 755 535 136 2270 115 541 131 669 145 121 510 226 596 785 104 4365 1151 18722 952 1564 internal_value=0 0.000264323 0.00177403 0.00275117 0.0011395 -0.00236168 -0.00130248 -0.00037644 0.00104893 0.00363902 0.000396325 0.0019067 0.00414081 0.00165922 -0.000242375 -0.0501425 -0.0620625 0.0029818 0.00969912 0.0178796 0.0942755 0.0490254 0.00672312 0.17723 0.00097292 -0.137184 0.0132168 -0.00616989 0.0205469 -0.0378358 internal_count=39006 38895 38376 38253 38105 37645 37390 37124 36087 35087 34568 34393 33638 33103 32967 8337 8222 3316 24630 22360 2032 1522 20328 906 19422 4906 1377 18826 3185 2516 Tree=858 num_leaves=31 split_feature=48 1 14 24 14 16 39 36 55 8 59 23 19 47 0 14 34 24 20 24 87 23 74 24 7 27 47 43 24 23 split_gain=4.37392 3.97705 3.8249 3.45823 3.23756 3.16433 3.13256 3.27973 3.10923 3.50231 3.49884 4.74632 4.22826 3.10805 3.05106 2.91186 2.86914 4.03625 3.25197 3.19053 2.82981 3.55172 5.16864 4.29543 3.40376 3.48997 3.58729 3.35165 2.80358 4.12554 threshold=2 1 18 11 20 2 11 2 1 1 0 1 0 8 1 0 0 6 1 1 7 0 1 0 0 1 4 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 10 28 11 -9 -13 -11 15 -15 17 -16 -18 -19 -21 22 23 -22 25 -24 -27 -28 -10 -30 right_child=1 2 3 4 5 6 7 8 9 13 -12 12 -14 14 16 -17 18 19 -20 20 21 -23 24 -25 -26 26 27 -29 29 -31 leaf_parent=0 1 2 3 4 5 6 7 11 28 13 10 12 12 15 17 15 18 19 18 20 23 21 25 23 24 26 27 27 29 29 leaf_value=-0.0497367 -0.0290738 0.0571185 0.0523223 0.0509101 -0.03926 0.038753 -0.0284333 0.0381474 -0.0422421 -0.0490548 0.034611 0.00210285 -0.0564009 -0.0268836 0.0270557 0.00646822 -0.0587244 -0.00653153 -0.00647343 0.0371179 -0.0197776 -0.00341345 0.0516153 0.0480531 -0.0130264 0.0455167 0.0307939 0.00284445 0.0432626 -0.0185607 leaf_count=1226 2348 112 107 111 1016 151 1062 305 1156 297 718 969 330 1942 427 697 438 5354 3972 135 154 8541 188 279 1019 215 379 4036 258 1064 internal_value=0 0.00458466 0.0103889 0.00739148 0.0044294 0.00157873 0.00516607 0.0014717 0.00669643 -0.00431862 0.137563 0.0373735 -0.0845702 0.00556354 0.0088872 -0.149657 0.0191652 0.0323685 -0.104417 0.0217019 0.0458151 0.0385102 0.080496 0.35607 0.0550803 0.0822607 0.0686102 0.0523655 -0.182459 -0.070724 internal_count=39006 37780 35432 35320 35213 35102 34086 33935 32873 30551 2322 1604 1299 28073 27776 2639 25137 20727 4410 20300 14946 14811 6270 433 5837 4818 4630 4415 2478 1322 Tree=859 num_leaves=24 split_feature=84 29 48 14 24 42 16 34 61 23 17 35 86 7 84 24 7 61 7 24 32 23 23 split_gain=2.80698 2.11146 2.01393 1.73172 3.15886 4.97116 2.16522 2.10916 1.37715 2.10691 2.08725 1.09799 2.01549 1.993 1.05166 1.04327 0.953844 0.884571 0.877358 0.76957 0.551357 0.471104 0.317752 threshold=0 1 1 0 0 1 1 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 4 5 -4 -7 11 9 -5 16 12 -8 -14 18 20 -10 22 -2 -11 -6 -17 -15 right_child=14 2 3 8 15 6 7 -9 10 19 -12 -13 13 17 -16 21 -18 -19 -20 -21 -22 -23 -24 leaf_parent=1 18 2 5 9 20 6 12 7 16 19 10 11 13 22 14 21 16 17 18 19 20 21 22 leaf_value=-0.0459495 -0.0352941 -0.040845 -0.0650979 -0.00641516 -0.0223559 -0.0362819 0.059083 -0.0297413 -0.000216219 0.0219133 0.0340314 -0.00635607 0.0408718 0.00498734 -0.0516782 -0.0533126 -0.0366381 0.0224368 0.000955583 0.0532892 0.00397122 -0.0270057 -0.0126433 leaf_count=2039 3126 2844 714 1233 3102 958 398 2245 1248 929 883 1410 579 1080 3652 2981 505 775 1367 1633 1091 2952 1262 internal_value=0 -0.0338406 -0.0182759 -0.00148799 -0.0515222 0.0288695 0.0792061 0.115423 0.115925 0.232199 -0.0185421 0.156292 0.200198 0.14578 -0.307966 -0.241624 -0.160944 0.0546993 -0.188943 0.382709 -0.123804 -0.385767 -0.0296487 internal_count=39006 30861 28822 25978 19547 9421 8707 7749 6431 3795 2636 5504 4094 3696 8145 10126 1753 3117 4493 2562 4193 5933 2342 Tree=860 num_leaves=31 split_feature=56 0 34 61 6 22 92 47 10 21 6 0 79 74 25 47 3 59 10 74 0 19 75 74 85 56 17 59 23 2 split_gain=4.45825 4.29435 3.96292 4.56314 4.0886 3.95526 4.86693 3.98609 3.86288 3.87379 4.25251 4.01166 3.63213 5.59364 4.37654 4.43248 4.16422 4.47632 3.96773 4.02356 3.94727 3.88778 3.88354 5.55111 5.86347 5.3284 3.53247 3.88477 3.48244 3.45108 threshold=5 7 3 4 3 2 1 0 10 7 2 5 0 0 4 1 3 2 0 0 2 3 0 1 0 1 1 0 3 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 7 28 -6 -8 -10 -11 -12 13 14 -13 20 -14 -18 -19 29 -16 -15 23 26 25 -25 -23 -28 -7 -20 right_child=1 2 3 4 5 6 8 -9 9 10 11 12 16 21 15 -17 17 18 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_parent=0 1 2 3 4 7 28 8 7 9 10 11 14 16 21 20 15 17 18 29 19 20 26 22 25 24 25 27 27 28 29 leaf_value=0.0447513 0.051 0.0222199 -0.0222134 -0.0388612 -0.00976986 -0.0316374 0.0460052 0.0412753 0.0424464 -0.0297087 0.0448587 0.0392111 0.0410997 0.0596251 0.0586287 -0.0116906 -0.0240105 -0.00550489 0.00722792 -0.00450377 0.000122575 0.0269475 -0.0105537 0.0973692 -0.00475678 0.0308674 -0.0200106 0.0139533 0.0203897 0.0314514 leaf_count=167 119 795 1151 232 181 124 367 322 101 431 223 122 398 124 110 17372 337 2116 821 652 4058 387 1684 126 408 764 1596 499 1308 1911 internal_value=0 0.00379592 0.000792344 -0.00558236 0.00213849 0.00610907 -0.00030153 0.242617 -0.0121272 -0.0155833 -0.0193294 -0.0127588 -0.0165789 -0.0410719 -0.0754157 -0.0830823 0.0491083 0.0303416 0.0587356 0.124836 0.0260044 0.0579739 0.0409147 0.105532 0.291003 0.459143 0.000420947 -0.0718186 0.161735 0.195817 internal_count=39006 38839 38720 37925 36774 36542 36039 503 34607 34240 34139 33708 33485 27250 21662 21540 6235 5837 5500 3384 4168 5588 5464 3780 1298 890 2482 2095 1432 2732 Tree=861 num_leaves=31 split_feature=13 16 24 29 13 16 49 42 1 24 2 24 85 23 18 49 74 78 78 59 74 0 85 86 89 39 3 11 13 24 split_gain=3.36139 3.17731 2.94661 2.84579 3.97331 2.71583 2.66833 2.89492 3.13895 3.64851 3.36902 3.03445 4.05654 4.03561 3.95097 3.60011 3.71419 4.0538 3.27217 4.49514 3.30615 3.58131 3.16376 3.21893 4.82977 4.3381 5.20241 3.99184 3.64902 3.38779 threshold=6 6 6 1 0 3 5 4 1 0 1 0 1 7 1 3 1 1 1 0 1 1 0 2 1 2 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 4 -4 -5 -7 -8 9 -9 -11 14 -13 -14 -10 -16 17 -17 19 -15 -20 -22 -23 -24 -25 28 27 -27 -26 -29 right_child=1 2 3 5 -6 6 7 8 11 10 -12 12 13 18 15 16 -18 -19 20 -21 21 22 23 24 25 26 -28 29 -30 -31 leaf_parent=0 1 2 4 5 4 6 7 9 14 10 10 12 13 19 15 17 16 17 20 19 21 22 23 24 28 27 26 29 28 29 leaf_value=0.0276408 0.0463763 -0.0315503 -0.0347482 0.0220016 0.00596182 0.0244734 0.0304423 -0.0293983 0.0272542 -0.0430882 0.0124656 -0.0151622 0.0380446 0.0336831 0.0412034 0.0780393 -0.00175741 0.0121336 -0.0173016 -0.0189931 -0.0234329 -0.00663822 0.0435715 -0.0354271 0.0897916 -0.0553949 0.0354281 0.0139387 0.0191626 -0.00931135 leaf_count=856 105 651 1833 426 624 125 214 1587 827 121 527 4614 228 423 105 103 11546 1395 1751 206 1069 5477 164 200 114 169 333 883 437 1893 internal_value=0 -0.00675152 -0.00949579 -0.00555977 -0.172616 0.00149296 -0.00386968 -0.00861468 -0.012781 -0.151363 0.0168339 -0.0024407 -0.0339973 -0.00576097 0.0447331 0.0235058 0.0111079 0.189901 -0.0163702 0.180469 -0.0337116 -0.0067723 0.0145464 0.0724632 0.0499397 0.0821932 0.0455833 -0.0087448 0.427575 0.0190121 internal_count=39006 38150 38045 37394 2457 34937 34511 34386 34172 2235 648 31937 17961 13347 13976 13149 13044 1498 13119 629 12490 10739 9670 4193 4029 3829 3278 2945 551 2776 Tree=862 num_leaves=31 split_feature=57 67 13 42 68 88 57 24 12 57 47 67 12 67 57 89 40 13 86 9 89 29 74 61 40 67 23 67 23 67 split_gain=5.98833 6.05758 5.65162 5.4657 5.27276 5.34421 5.23428 5.20715 4.71051 4.4973 4.7085 4.35848 4.89562 4.3577 4.27176 4.63381 4.21983 4.3898 4.43959 4.49145 4.61926 4.04296 6.16596 4.84549 4.23948 4.47892 4.53416 4.27476 3.80861 6.2894 threshold=8 6 5 3 5 6 3 4 10 7 9 4 11 5 5 6 3 4 5 2 5 1 4 0 2 3 12 2 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -22 -24 -23 -26 -27 -28 29 -29 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 24 23 -25 25 26 27 28 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 22 24 23 23 25 26 27 29 28 29 leaf_value=0.056327 0.0452448 -0.0467828 -0.0381583 0.0423547 0.0522917 0.0258003 -0.0271123 0.050722 0.0464098 -0.0498342 0.0242087 0.0440693 0.031794 0.0350274 0.0378559 0.0258317 -0.0337283 -0.0488572 0.0179123 0.0427097 -0.034559 0.0138997 0.0175728 -0.00711769 0.0214792 0.0319377 0.0121567 0.0198898 -0.00560903 -0.0216977 leaf_count=109 103 1010 434 116 102 347 1684 143 117 213 272 119 142 194 144 381 1149 116 714 108 101 836 1297 664 283 147 681 393 21843 5044 internal_value=0 0.00530333 0.00168943 0.00492643 0.00875548 0.00527936 0.00243249 -0.0032461 0.00226326 -0.00043506 -0.00325039 -0.000468019 -0.00575461 -0.0090511 -0.0130869 -0.0166911 -0.0203209 -0.025053 -0.0205853 -0.0175277 -0.0249373 -0.0283774 0.0638491 0.10064 -0.0432472 -0.0524103 -0.0593448 -0.0644263 -0.0743122 -0.168994 internal_count=39006 38897 38794 37784 37350 37234 37132 36785 35101 34958 34841 34628 34356 34237 34095 33901 33757 33376 32227 32111 31397 31289 2062 1961 29227 28391 28108 27961 27280 5437 Tree=863 num_leaves=31 split_feature=56 40 13 13 30 86 70 12 15 74 73 75 75 17 36 67 28 43 88 0 24 84 69 9 42 45 61 20 38 85 split_gain=4.41482 4.80117 4.71587 6.04302 4.03459 3.93112 4.12232 3.3812 3.24363 2.92325 2.93001 6.01217 4.85704 5.97404 3.09148 4.59564 2.9555 5.94501 2.68095 3.90472 2.94128 2.78042 2.68189 2.67666 2.92806 2.62824 2.60923 2.60387 2.59659 2.59509 threshold=3 2 0 1 1 1 2 2 5 5 1 0 1 0 1 3 2 0 0 2 1 1 2 1 1 1 0 2 1 3 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 25 4 18 -3 -5 -7 -8 -6 -10 11 -11 -13 -14 26 -16 17 -17 19 -4 -20 -22 -23 -18 -25 -2 -12 -26 -28 -21 right_child=1 2 3 5 8 6 7 -9 9 10 14 12 13 -15 15 16 23 -19 20 29 21 22 -24 24 27 -27 28 -29 -30 -31 leaf_parent=0 25 4 19 5 8 6 7 7 9 11 26 12 13 13 15 17 23 17 20 29 21 22 22 24 27 25 28 27 28 29 leaf_value=-0.0419408 -0.0256403 -0.0325454 0.0521454 0.00656559 0.0322009 0.0311499 0.0180627 -0.0254213 0.0423675 -0.00331348 -0.0268132 -0.0123939 0.0753435 -0.0110664 0.038574 0.0590915 -0.0206169 -0.0195132 -0.0123867 0.0266383 0.0515196 0.0560803 0.00373823 -0.0277715 -0.037709 0.0182158 -0.0420807 0.00305119 0.00277078 -0.00881059 leaf_count=562 112 1071 104 1251 440 143 284 9072 116 1220 1171 231 229 136 193 120 891 109 361 215 187 137 922 937 296 1108 114 12721 728 3825 internal_value=0 0.00230357 -0.0100873 -0.0704036 0.022262 -0.160228 -0.204091 -0.228156 0.0296375 0.0224358 0.01759 0.160262 0.397156 0.555187 0.00376556 0.0232092 0.0122988 0.278628 0.00933139 -0.0402802 0.130231 0.219237 0.121696 0.00246026 0.014255 0.150231 -0.113636 0.0239958 -0.0258691 -0.0622136 internal_count=39006 38444 37224 16501 20723 10750 9499 9356 19652 19212 19096 1816 596 365 17280 15267 15074 229 5751 4144 1607 1246 1059 14845 13954 1220 2013 13017 842 4040 Tree=864 num_leaves=31 split_feature=57 11 75 14 77 76 10 16 31 59 82 69 23 52 23 34 22 63 77 56 0 7 55 63 69 35 37 58 15 15 split_gain=4.05615 3.89444 4.1459 5.95047 4.66758 4.65178 5.08016 3.73349 3.81848 3.60902 3.46201 3.27468 3.53907 3.10688 3.08468 2.92634 2.94647 5.44319 2.69133 3.75302 3.04347 2.65883 2.7084 3.18722 3.90571 2.74712 2.68367 2.64394 2.61783 2.41964 threshold=2 2 0 0 3 2 0 1 0 3 1 5 0 2 9 0 1 0 1 1 1 3 1 1 0 3 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 5 -4 -3 7 8 -7 -6 -5 -11 -13 -9 -14 16 17 -16 -18 -20 -21 -15 -23 24 -24 -25 -26 -22 -17 -8 right_child=1 2 4 10 9 6 29 13 -10 11 -12 12 14 21 15 28 18 -19 19 20 27 22 23 25 26 -27 -28 -29 -30 -31 leaf_parent=0 1 5 4 10 9 8 29 13 8 11 10 12 14 21 17 28 18 17 19 20 27 22 24 25 26 25 26 27 28 29 leaf_value=-0.034666 -0.0392602 0.0536983 0.047439 0.0252617 -0.0522884 0.0267329 -0.0327489 0.0368003 -0.00851959 0.0548853 -0.0273591 -0.0166243 -0.0315107 0.024567 0.00304443 0.0253605 -0.00953876 0.0865235 -0.011893 0.0437604 -0.0201154 -0.0364017 -0.000478588 0.0296244 0.0797668 -0.00680956 0.0223265 0.0179836 -0.0200892 -0.00549024 leaf_count=763 546 131 161 322 166 876 2098 424 393 167 8988 1732 214 235 162 348 476 123 386 356 190 657 1309 153 134 10159 467 2246 1223 3401 internal_value=0 0.00811506 0.0135267 -0.0210221 0.0812487 0.00459491 -0.00381525 0.0231161 0.166663 0.0614149 -0.218987 0.072254 0.0599729 -0.00602687 0.0886566 0.10444 0.137138 0.431696 0.11201 0.147389 0.192363 -0.0172239 -0.0312652 -0.0193614 0.12271 -0.0533446 0.363116 0.146069 -0.0876787 -0.188249 internal_count=39006 38243 37697 29747 7950 20437 20306 14807 1269 7789 9310 7623 7456 13538 5724 5510 3939 285 3654 3178 2792 13114 12879 12222 1910 10312 601 2436 1571 5499 Tree=865 num_leaves=31 split_feature=56 58 63 77 75 71 56 8 18 48 23 10 67 58 23 8 31 78 67 73 47 21 12 47 21 35 25 16 17 64 split_gain=4.3038 3.76864 3.71632 4.06444 4.3616 4.19268 4.10251 4.11899 3.7356 3.44127 3.39281 4.48508 3.31579 3.15964 3.13645 3.48741 3.51053 3.55137 3.27692 3.8769 3.2531 4.09436 3.79989 4.75074 4.58135 3.31814 3.20553 3.123 4.99443 3.3101 threshold=2 4 9 1 4 10 3 4 1 1 2 0 2 2 11 14 8 2 1 1 6 0 2 7 1 0 0 1 2 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 9 -5 -6 -7 -8 10 -4 -9 -12 -10 -14 -15 -16 -17 -18 19 -19 21 25 24 -24 -22 -20 -21 28 -25 -29 right_child=1 2 3 4 5 6 7 8 12 -11 11 -13 13 14 15 16 17 18 20 26 22 -23 23 27 -26 -27 -28 29 -30 -31 leaf_parent=0 1 2 9 4 5 6 7 10 12 9 11 11 13 14 15 16 17 19 25 26 24 21 23 28 24 25 26 29 28 29 leaf_value=-0.036643 -0.0437925 0.0213324 0.0151546 -0.058695 0.0290639 -0.0594097 0.0298757 -0.0469615 -0.0211494 -0.0198568 -0.00054039 -0.0391112 -0.0189802 -0.0358191 0.0215693 0.0224663 -0.0220652 0.0195531 0.0147721 -0.0103979 -0.0681696 0.0402806 0.0251054 -0.0653826 -0.00935812 -0.0254169 -0.0468858 0.00891024 -0.00634176 0.000403257 leaf_count=1198 156 206 347 266 148 508 214 183 702 1901 799 669 485 185 193 228 668 254 307 1375 118 212 323 155 582 131 561 2271 1798 21863 internal_value=0 -0.0030609 -0.00190323 -0.00421597 -0.000226506 0.000808991 -0.00120961 -0.000237324 -0.00217623 -0.142139 -0.133705 -0.0854988 0.001847 0.00411599 0.00651999 0.00780455 0.00528997 0.00286222 0.00529939 -0.0974892 0.0102428 0.152729 0.00653232 0.00974094 -0.190946 0.0478894 -0.1422 0.00640478 -0.09333 0.0117845 internal_count=39006 37808 37652 37446 35198 34932 34784 34276 34062 2248 1651 1468 32411 31709 31224 31039 30846 30618 29950 2190 27760 650 27110 26410 700 438 1936 26087 1953 24134 Tree=866 num_leaves=31 split_feature=87 33 56 54 87 33 39 14 5 39 21 71 29 0 72 34 37 2 66 31 36 13 65 63 70 16 91 23 15 17 split_gain=3.94231 3.57043 3.73336 3.30085 3.13211 3.06897 3.24573 4.24164 4.28435 3.86886 4.02453 4.10688 3.96536 3.44943 3.33258 3.52578 3.12602 3.09981 5.55988 5.4867 3.48174 3.44731 2.88707 2.77707 2.73649 2.63708 2.71132 3.00659 2.62527 2.77282 threshold=9 2 2 4 10 6 1 4 1 0 0 2 1 2 2 2 4 1 2 0 2 12 0 0 3 1 0 5 4 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 13 -8 -9 10 11 -10 23 -7 22 -16 -15 18 -11 -20 -19 -22 -14 -13 -17 -18 27 -27 29 -23 right_child=1 2 3 4 5 6 7 8 9 17 -12 12 14 16 15 24 25 20 19 -21 21 28 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 13 7 8 11 18 10 23 22 16 15 24 25 20 19 19 21 29 22 23 24 27 26 27 28 29 leaf_value=0.0263728 -0.0167455 -0.0371686 -0.0538902 0.0250752 0.0391634 -0.0444498 0.0180783 -0.0324676 0.0228827 0.0652569 -0.0132836 -0.0548995 0.00509084 0.0404288 0.0524447 0.0355013 -0.0243721 0.0254979 0.0179867 -0.0268266 0.0321833 0.00587779 0.0341341 -0.00721762 -0.0037849 0.0332233 -0.0201 -0.00276132 0.000556238 0.0388047 leaf_count=141 1546 1150 185 128 168 178 443 403 354 103 5642 913 623 110 274 117 594 229 548 220 128 326 154 324 9656 134 1311 4339 8390 175 internal_value=0 -0.00250689 0.000984084 0.00263393 0.00364222 0.00154163 0.000226716 0.0116383 0.00642672 0.00919871 -0.0247714 -0.00561829 -0.016224 -0.0474714 -0.00725921 -0.0273788 -0.0399243 0.033801 0.152692 0.097831 0.0240899 0.0180144 0.100919 -0.29614 -0.0323277 -0.0461534 -0.0341728 -0.0187005 0.0133227 0.155364 internal_count=39006 38865 37319 36169 35984 35856 35688 29022 28579 28176 18057 12415 12061 6666 10824 10047 6488 10119 871 768 9248 9019 777 1237 9773 6378 5784 4473 8891 501 Tree=867 num_leaves=31 split_feature=14 81 47 46 48 66 25 16 41 36 59 66 39 47 86 48 54 70 71 69 52 24 58 24 24 15 33 74 59 57 split_gain=3.85271 3.65557 3.41144 3.2086 2.81327 2.67128 2.60112 2.85927 2.81463 2.69043 2.65992 3.03144 2.8869 2.8153 3.03616 4.18312 3.58021 2.99394 2.74689 3.59237 3.29225 3.02384 2.54155 2.6011 2.56412 2.43393 2.64972 2.43009 2.37836 3.94178 threshold=14 1 5 2 2 7 4 2 4 2 2 1 1 7 1 1 2 1 0 2 1 2 2 6 8 7 2 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 11 -11 -13 -12 17 -16 -17 -15 19 -19 -20 -22 -18 -24 -25 -26 -27 -14 29 -28 right_child=1 2 3 4 5 6 7 8 9 10 13 12 27 14 15 16 22 18 20 -21 21 -23 23 24 25 26 28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 11 13 12 27 17 15 16 22 19 20 19 21 21 23 24 25 26 29 27 28 29 leaf_value=0.0529472 -0.0371528 -0.0256631 -0.0531029 -0.042497 -0.044206 0.0444553 -0.0381899 0.0339159 -0.0265086 0.0605339 -0.037774 -0.0344988 0.0638316 -0.023148 -0.0246535 -0.0370474 -0.0374825 0.0559384 0.0603384 -0.00281307 0.0543699 0.00662032 0.0206402 0.0266622 -0.0378085 -0.0283111 -0.0419087 0.00797945 0.011399 0.000209728 leaf_count=111 1798 1281 507 964 898 406 919 368 1031 142 441 129 126 468 2237 567 260 146 209 1658 133 727 422 215 224 659 745 481 3467 17267 internal_value=0 -0.00828687 -0.00397024 0.00189001 0.0045638 0.00748701 0.0101572 0.00745047 0.0107907 0.00685855 0.0114514 0.205167 0.0947191 0.00496926 0.00855819 -0.00496504 0.00460547 0.11912 0.157707 0.040994 0.275759 0.174372 0.01009 0.0139393 0.00598161 -5.04984e-05 0.00398862 0.216864 0.00984043 -0.00493395 internal_count=39006 38895 37097 35816 35309 34345 33447 33041 32122 31754 30723 878 736 29845 29404 26063 23826 3341 2873 1804 1069 860 23259 22999 22577 22362 22138 607 21479 18012 Tree=868 num_leaves=25 split_feature=33 10 11 56 52 13 87 63 38 13 7 21 7 14 66 53 13 23 91 39 7 91 14 66 split_gain=4.30126 1.70453 1.49368 2.1967 1.36389 1.43262 1.21484 1.30578 1.22562 1.12363 1.10538 1.04361 1.02129 1.12781 1.08951 0.590334 0.700707 0.554496 0.463323 0.336196 0.144412 0.130629 0.109435 0.521495 threshold=0 0 1 1 1 2 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=9 2 21 -4 -5 -6 8 -8 -7 -1 17 -12 13 14 -13 16 22 -10 20 -15 -3 -2 23 -11 right_child=1 18 3 4 5 6 7 -9 10 15 11 12 -14 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_parent=9 21 20 3 4 5 8 7 7 17 23 11 14 12 19 14 15 16 17 18 19 20 21 22 23 leaf_value=0.000397987 0.0192543 -0.0233271 -0.0322042 -0.0237421 0.0384953 -0.0242032 0.00207838 -0.0446011 0.0063113 -0.00914663 0.0310712 0.0119746 -0.0223045 0.0113922 -0.0179532 -0.0501048 -0.0501034 0.0328597 -0.00689398 0.0364132 -0.0398946 0.0344017 -0.0126844 -0.0370378 leaf_count=4420 403 1238 577 734 323 363 500 580 212 2181 368 524 383 235 752 10272 5873 565 885 223 739 273 2442 3941 internal_value=0 -0.0106187 0.0183673 -0.00680657 0.0246471 0.050482 0.0271234 -0.179156 0.0614837 -0.279041 0.0889675 0.0348125 -0.00329936 0.0499969 -0.0342052 -0.331265 -0.277088 0.240471 -0.222115 0.240846 -0.312371 0.261013 -0.212777 -0.246469 internal_count=39006 9877 7015 6339 5762 5028 4705 1080 3625 29129 3262 2485 2117 1734 1276 24709 14437 777 2862 458 1977 676 8564 6122 Tree=869 num_leaves=31 split_feature=56 90 56 58 56 2 10 21 10 13 10 58 0 10 58 10 59 59 41 56 87 14 22 63 38 2 39 63 66 52 split_gain=5.17353 5.22536 4.59098 4.46905 4.06229 4.66604 3.8493 3.83349 4.65266 3.85939 3.71048 3.7707 3.92977 3.81696 3.76987 3.77057 3.73552 3.63049 3.37863 4.47202 5.43462 4.58772 3.43531 3.25168 3.63116 4.0904 3.17627 3.14605 5.40628 4.32909 threshold=6 4 5 4 4 0 7 7 10 5 8 2 7 11 5 9 14 13 4 1 0 0 2 8 1 3 1 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 5 -5 -6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 20 -20 23 -23 -21 -25 -26 -22 -27 -29 -30 right_child=1 2 3 4 6 -7 7 8 9 10 11 12 13 14 15 16 17 18 19 21 26 22 -24 24 25 27 -28 28 29 -31 leaf_parent=0 1 2 3 5 6 5 7 8 9 10 11 12 13 14 15 16 17 18 20 23 26 22 22 24 25 27 26 28 29 29 leaf_value=0.0549974 0.0660818 0.0444108 0.0413827 0.0548 0.0320996 -0.0108172 0.0375327 0.0465449 -0.0411024 0.0319057 0.0193172 0.0490899 0.0412955 0.0435693 0.0339198 0.0465225 0.0371396 0.0148444 0.010576 0.0488961 -0.0660501 0.0329521 -0.0191814 -0.0212146 0.0377858 -0.00851501 -0.0105763 -0.0178429 -0.0195898 0.0113436 leaf_count=101 105 167 169 187 718 104 133 419 1026 687 574 103 287 101 589 110 179 403 2114 114 113 112 9473 1537 204 12864 473 1672 575 3593 internal_value=0 0.00109349 -0.00172297 -0.00540032 -0.00923857 0.287789 -0.0142079 -0.0184502 -0.0220922 -0.0256954 -0.0218858 -0.0260661 -0.0327536 -0.0357605 -0.0391885 -0.0424121 -0.0464515 -0.0494677 -0.0530527 -0.0600804 0.0445244 -0.0786236 -0.174642 -0.0542257 -0.0580593 -0.0428617 -0.211123 -0.0497501 0.014247 0.0709804 internal_count=39006 38905 38800 38633 38464 291 38173 37455 37322 36903 35877 35190 34616 34513 34226 34125 33536 33426 33247 32844 2700 30144 9585 20559 20445 18908 586 18704 5840 4168 Tree=870 num_leaves=31 split_feature=92 66 85 13 47 48 76 85 4 72 37 85 24 7 41 16 14 16 71 71 71 60 39 53 66 87 75 44 35 39 split_gain=3.0233 2.77824 3.30492 2.80806 2.95665 2.45021 2.50524 3.74716 3.21844 3.1796 3.04014 2.72005 4.16634 5.29398 4.54023 2.95188 3.14408 5.07849 5.21854 3.20505 3.92403 3.17949 3.33823 4.25657 3.91364 4.18693 3.08303 3.00575 4.77013 2.81594 threshold=1 0 2 1 1 3 1 0 1 5 1 1 0 0 0 4 0 2 2 0 1 1 2 0 0 0 0 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 -1 -3 -4 -5 -2 7 -7 -8 -10 -9 12 13 14 -11 -13 21 -18 -19 -20 26 -17 23 24 25 -23 -21 29 -29 -24 right_child=5 2 3 4 -6 6 8 10 9 11 -12 15 -14 -15 -16 16 17 18 19 20 -22 22 27 -25 -26 -27 -28 28 -30 -31 leaf_parent=1 5 2 3 4 4 7 8 10 9 14 10 15 12 13 14 21 17 18 19 26 20 25 29 23 24 25 26 28 28 29 leaf_value=-0.0103247 0.0283145 -0.0210449 -0.00446617 0.00284783 0.0437139 -0.012291 -0.0220218 -0.00942432 -0.053858 0.00864998 0.0431267 0.0320142 -0.0164378 -0.0204552 0.065116 -0.0359128 0.0361855 0.0279534 -0.00563381 0.00345857 -0.0420447 0.108783 0.0286933 -0.00238123 0.00856405 0.0317717 -0.0415981 -0.0273314 0.00197602 -0.00662171 leaf_count=527 438 133 211 207 608 765 1275 105 110 785 427 195 5068 631 240 962 142 553 4223 1066 2031 166 458 564 424 218 216 995 15033 230 internal_value=0 0.127842 0.196008 0.25571 0.334434 -0.00798649 -0.0116261 0.150688 -0.0183842 -0.0111114 0.300714 -0.00826303 -0.0840576 0.0501402 0.193762 0.00878608 0.00326889 -0.0740218 -0.10306 -0.139319 -0.251724 0.0273609 0.0337518 0.220418 0.4161 0.655607 -0.0923551 0.0196292 0.00367251 0.17964 internal_count=39006 1686 1159 1026 815 37320 36882 1297 35585 34310 532 34200 6724 1656 1025 27476 27281 8231 8089 7536 3313 19050 18088 1372 808 384 1282 16716 16028 688 Tree=871 num_leaves=31 split_feature=46 89 79 12 21 7 89 14 14 79 15 91 65 16 88 44 79 86 1 63 40 85 34 34 39 39 65 86 13 25 split_gain=5.86041 5.74585 5.85558 5.87592 4.99258 4.77014 5.69926 5.38005 5.21406 4.38814 6.8493 4.74874 4.98979 5.7336 4.74555 4.57597 4.24237 4.20477 4.17119 4.48464 4.9355 4.42486 4.11561 4.81382 3.84028 8.92521 4.65859 3.79751 3.57146 3.6869 threshold=5 7 0 3 1 1 4 0 1 1 1 1 1 1 1 1 1 2 1 0 1 0 0 2 0 1 0 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 -3 16 17 -7 18 -9 15 -11 -12 -13 -14 -15 -6 -4 -5 -8 24 21 -21 -16 -24 27 26 -26 -20 29 -17 right_child=1 2 4 5 9 6 7 8 -10 10 11 12 13 14 22 28 -18 -19 19 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_parent=0 1 3 16 17 15 6 18 8 8 10 11 12 13 14 22 29 16 17 27 21 20 21 23 23 26 25 26 27 28 29 leaf_value=0.042255 0.0477022 -0.0484003 0.00589186 -0.0311555 0.0405638 0.0352725 0.0124743 -0.0057099 -0.0308086 -0.0153624 -0.00686546 -0.00270421 -0.00429849 0.00166571 0.0234803 0.0135368 -0.0268325 0.00750134 -0.0162311 0.0259267 -0.0151823 -0.0181478 0.00264774 0.0684483 -0.00816342 -0.0316014 0.0263044 0.00554574 -0.0175772 -0.0172474 leaf_count=121 108 305 840 190 166 157 754 3318 4827 643 534 533 165 310 420 1096 1207 4418 615 350 4333 333 140 591 1672 3643 393 5186 945 693 internal_value=0 -0.00267607 -0.00591542 -0.0273266 0.0685445 -0.0228161 -0.0442288 -0.0506916 -0.167051 0.106909 0.188901 0.249809 0.303304 0.366596 0.436491 0.0258861 -0.0901035 0.0560496 -0.0295399 -0.0441563 -0.112679 0.093956 0.50256 0.606541 -0.00542184 -0.104252 0.0419919 0.0305754 -0.0103833 0.0608217 internal_count=39006 38885 38777 30494 8283 30189 25581 25424 8145 6236 3336 2693 2159 1626 1461 2900 2047 4608 17279 16525 5016 683 1151 731 11509 5708 2065 5801 2734 1789 Tree=872 num_leaves=31 split_feature=40 46 37 86 31 75 75 0 14 14 14 12 12 40 13 31 33 10 59 35 75 21 70 91 35 2 47 85 70 25 split_gain=6.33964 3.86045 3.60877 3.65515 3.72678 3.74698 3.72482 3.36687 3.53651 5.19333 6.59259 4.40302 3.7562 3.62254 4.73134 3.21441 3.12847 3.07902 2.97807 4.57354 3.10417 2.97693 2.9831 2.91207 3.34821 3.985 3.40133 3.00916 2.93781 2.87817 threshold=4 4 6 5 7 6 8 5 0 1 2 2 1 2 0 0 0 0 1 0 0 4 2 0 1 0 1 1 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 11 23 15 29 18 16 17 -11 -14 21 19 20 -13 -15 -23 24 -10 26 -26 -28 -25 -9 right_child=1 2 3 4 5 6 7 8 9 10 -12 12 13 14 -16 -17 -18 -19 -20 -21 -22 22 -24 28 25 -27 27 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 29 24 15 10 20 16 21 14 15 16 17 18 19 20 22 22 28 26 25 27 27 28 29 leaf_value=0.0492082 -0.054382 -0.0574233 0.0411891 -0.0364872 0.0438206 0.0479699 0.0259244 0.0286058 -0.0415083 0.0146211 -0.0387283 0.0209336 0.0020601 0.0508906 -0.0124734 -0.0255336 0.0369549 -0.0139923 0.00433731 0.000451077 0.0813406 -0.0213095 0.0028643 0.0454646 -0.0421576 0.0376353 -0.0417454 0.00575047 0.00406904 -0.0107556 leaf_count=142 159 204 143 823 178 138 278 549 490 1365 3869 209 445 103 9333 605 219 4346 2422 186 139 391 7572 132 497 473 468 1820 972 336 internal_value=0 -0.00828776 -0.00553332 -0.00309615 -0.00649348 -0.00244959 -0.00579356 -0.00883365 -0.0138414 -0.091944 -0.220282 0.00455034 -0.00674815 -0.0265229 -0.0397257 -0.0109574 0.147684 -0.00170959 0.0940795 0.284213 0.535639 0.0203114 0.0133291 -0.0057089 -0.0830136 -0.0263972 -0.0914284 -0.0127823 0.128509 0.20011 internal_count=39006 38864 38705 38501 38358 37535 37357 37219 36941 10691 5839 26250 25365 22409 21745 1970 664 12412 2956 534 348 8066 7963 4852 3748 3258 2785 2288 1104 885 Tree=873 num_leaves=31 split_feature=74 75 72 57 10 75 75 77 75 44 66 54 7 36 52 17 24 47 47 68 10 61 47 7 36 21 13 14 58 85 split_gain=3.9344 3.4599 5.43358 4.81178 3.95645 3.70651 5.28991 4.68725 4.12293 4.43656 3.80954 3.57093 3.72119 3.3499 3.97313 4.63966 4.28734 3.21275 3.07134 3.06355 2.96459 2.82556 2.8891 3.20859 2.66679 2.61177 2.87152 2.59266 3.49875 2.79546 threshold=5 0 2 1 0 1 2 1 3 1 5 1 2 1 3 1 0 2 1 1 0 0 0 1 1 1 0 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 -4 13 10 18 24 -9 -10 -3 20 -13 19 -15 27 -17 -14 -7 -5 -11 -18 -23 -24 -8 -25 -27 -16 -29 -30 right_child=1 5 3 4 -6 6 7 8 9 11 -12 12 17 14 15 16 21 -19 -20 -21 -22 22 23 25 -26 26 -28 28 29 -31 leaf_parent=0 2 10 3 19 4 18 24 8 9 20 10 12 17 14 27 16 21 17 18 19 20 22 23 25 24 26 26 28 29 29 leaf_value=0.0482494 -0.0452607 -0.0485342 -0.0344375 -0.0269925 -0.0163498 0.0228203 0.0269619 -0.000295497 -0.00959505 0.0302388 -0.000178451 0.0045794 0.0925422 0.0558034 0.0621839 0.000425253 -0.0276885 0.0454806 -0.017233 0.0175186 -0.0333121 -0.0266572 -0.0315014 -0.0198801 -0.0265351 0.0498398 -0.00213487 0.0561363 0.0534956 -0.000332745 leaf_count=173 991 213 1675 157 6479 335 155 528 278 136 4141 229 128 159 386 5680 6547 726 1104 1790 146 1972 410 385 279 509 1041 166 195 1893 internal_value=0 -0.00129716 -0.0331308 -0.0221392 -0.00913604 0.0590967 0.121683 0.194385 0.252023 0.322759 -0.0362425 0.38197 0.459804 0.0140839 -0.0149094 -0.0238768 -0.0618014 0.532383 -0.0723494 0.134501 0.0893308 -0.16717 -0.0586705 0.0577713 -0.103733 0.170285 0.290709 0.136801 0.100037 0.0439203 internal_count=39006 38833 30435 29444 27769 8398 4044 2605 2171 1643 4354 1365 1083 21290 19343 19184 16544 854 1439 1947 282 10864 4317 2345 434 1935 1550 2640 2254 2088 Tree=874 num_leaves=31 split_feature=56 67 40 57 12 71 8 47 32 56 79 27 16 73 13 85 85 37 63 71 89 91 19 10 61 80 70 63 37 89 split_gain=4.3017 3.99753 3.7754 4.45931 3.04058 2.97785 3.03683 3.3398 3.0368 4.426 4.18397 3.74496 4.25561 3.57533 3.43742 3.60624 3.96828 3.82804 3.40128 3.8216 3.3253 3.16363 3.14422 3.12379 3.08078 2.88527 2.85944 3.37132 3.17263 2.9647 threshold=3 6 1 2 2 6 12 10 0 2 2 1 2 2 6 2 3 1 8 3 3 1 2 0 3 1 1 0 3 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 4 -4 -3 -5 -7 -8 9 -9 -10 -11 -13 -12 -14 17 23 -16 -18 -20 -21 24 -23 -17 -22 -15 27 -27 -28 -30 right_child=1 2 3 5 -6 6 7 8 10 11 13 12 14 25 15 16 18 -19 19 20 21 22 -24 -25 -26 26 28 -29 29 -31 leaf_parent=0 1 4 3 5 4 6 7 9 10 11 13 12 14 25 17 23 18 17 19 20 24 22 22 23 24 27 28 27 29 29 leaf_value=-0.0588994 -0.0593438 -0.0418565 -0.0360765 0.0208908 -0.00573032 0.0189001 0.0324752 -0.0562538 -0.0348619 -0.0236618 0.0222432 -0.0484141 0.015912 -0.0192014 -0.0210631 0.0148241 0.0241833 0.00965663 0.0190877 -0.0518251 0.029007 0.0246388 -0.00427714 -0.0204576 -0.021412 -0.0179962 -0.0276784 0.00577107 -0.0150637 0.00470375 leaf_count=563 104 249 640 233 4589 209 131 743 273 1472 433 534 320 383 194 585 105 1358 241 155 100 454 13012 113 1629 666 161 435 354 8568 internal_value=0 -0.00507709 -0.00417094 0.00376256 -0.0677364 0.00560054 0.0033888 0.000891328 -0.000704004 -0.0201036 0.0236319 -0.0178239 -0.0130217 0.0275712 -0.0104317 -0.0162765 -0.0293003 0.0663041 -0.0398168 -0.044323 -0.0504829 -0.0477173 -0.0381252 0.100983 -0.176788 0.0210725 0.0260283 -0.0773357 0.0363888 0.0405632 internal_count=39006 38443 38339 33501 4838 32861 32628 32419 32288 21015 11273 20272 18800 11000 18266 17946 16394 1552 15696 15591 15350 15195 13466 698 1729 10567 10184 1101 9083 8922 Tree=875 num_leaves=31 split_feature=56 76 63 56 67 77 63 5 42 87 47 14 66 66 10 67 63 86 46 69 13 13 27 63 85 39 41 90 89 13 split_gain=3.7084 3.33294 3.2017 3.37804 4.55717 3.32492 3.19066 3.06144 3.16158 3.28662 4.11334 3.22912 4.81557 4.4179 4.243 3.49065 3.02714 3.0266 2.97158 3.0449 2.95733 2.91782 2.90788 2.84023 2.52847 2.84012 2.52423 4.24999 4.07568 4.41963 threshold=2 2 14 1 1 2 15 1 3 6 0 3 4 3 0 2 0 1 2 8 12 0 2 0 1 1 0 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 4 21 -5 -7 -8 -9 10 -10 24 -13 14 -14 16 -15 23 -17 -20 -21 -4 -22 -6 -11 -26 -24 -28 -29 -30 right_child=1 2 3 5 17 6 7 8 9 11 -12 12 13 15 -16 18 -18 -19 19 20 22 -23 26 -25 25 -27 27 28 29 -31 leaf_parent=0 1 2 21 5 23 6 7 8 10 24 10 12 14 16 14 18 16 17 19 20 22 21 26 23 25 25 27 28 29 29 leaf_value=-0.0368824 -0.0397262 0.0272663 -0.0323769 -0.0292955 -0.0319701 0.0285202 -0.0241142 0.017317 -0.0030003 0.0303164 0.0328041 -0.0130226 -0.016495 -0.0492974 0.0141106 -0.04367 0.0057315 -0.0304972 0.0359415 0.0277056 -0.0421602 0.0283047 0.00256833 0.0361948 -0.0195216 0.00990724 -0.0490431 0.0255474 -0.021367 -0.000895439 leaf_count=1215 323 112 328 512 221 113 440 382 135 148 192 1867 1706 373 454 288 188 2307 100 148 758 187 18959 236 124 788 358 361 996 4687 internal_value=0 0.00592508 0.00725925 0.00530581 -0.132681 0.00929917 0.0111455 0.0091795 0.0112596 0.00791088 0.165444 0.00425903 -0.00195963 0.00521394 -0.110463 0.0129195 -0.274828 -0.228662 0.01553 0.0169569 0.0150201 0.142686 0.0125477 0.0815364 0.0972574 0.0621688 0.0140288 -0.03403 -0.0234434 -0.0404415 internal_count=39006 37791 37468 37356 3279 34077 33565 33452 33012 32630 327 32303 31243 29376 2160 27216 561 2764 26655 26367 26267 515 26119 457 1060 912 25361 6402 6044 5683 Tree=876 num_leaves=31 split_feature=80 79 41 66 63 14 66 39 36 42 23 85 85 39 71 24 41 23 55 47 3 58 88 47 45 66 61 14 13 24 split_gain=3.51652 3.38938 3.14719 2.8946 2.98143 4.12908 2.8926 2.8654 2.77973 2.54339 3.79851 3.73022 3.34454 3.7527 3.5303 3.40953 3.32272 4.83144 2.93846 2.76223 2.55544 2.45063 2.40699 2.38314 2.31098 2.66118 2.23725 2.21087 2.16755 2.48878 threshold=1 3 5 7 3 0 9 11 2 1 1 7 8 0 4 0 0 0 1 7 0 2 1 6 1 2 5 2 10 8 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 5 -5 -6 -8 -9 10 -10 -11 -13 16 -15 -16 17 22 -19 -17 -12 -21 -14 -23 -18 -26 -25 -20 -28 -30 right_child=1 2 3 4 6 -7 7 8 9 11 20 12 13 14 15 19 24 18 27 21 -22 23 -24 26 25 -27 28 -29 29 -31 leaf_parent=0 1 2 3 5 6 5 7 8 10 11 20 12 22 14 15 19 24 18 27 21 20 23 22 26 25 25 28 27 29 29 leaf_value=-0.02992 -0.0514325 0.0510537 -0.0457776 -0.00582902 -0.0529301 0.0521529 0.0350126 -0.027913 0.0331178 0.0362566 8.02857e-05 0.0394029 0.0303643 0.040624 -0.0125768 -0.0449068 -0.0428502 0.0186309 0.0108194 -0.044381 0.0359381 -0.0352449 -0.00791732 -0.0383303 0.0468562 0.00164424 0.0312624 -0.0354567 0.0307224 0.00278273 leaf_count=1480 781 324 980 503 544 305 161 1059 533 173 1971 127 390 219 3711 246 394 486 408 133 635 325 3212 223 450 3385 201 6886 193 8568 internal_value=0 0.000595753 0.00346132 0.000744315 0.00352269 0.246833 -0.00190294 0.0005797 -0.00314836 0.00148113 0.0890977 -0.0120852 -0.0174588 -0.0219084 0.00887818 0.00171799 -0.0893604 -0.139785 -0.277334 0.0236606 0.0344044 0.0292798 -0.0508833 0.0343205 0.0269954 0.0566264 0.0403803 -0.318193 0.0456548 0.0374438 internal_count=39006 37526 36745 36421 35441 808 34633 34089 33928 32869 3139 29730 29557 29430 13819 13600 15611 11382 7780 9889 2606 9643 3602 9510 4229 3835 9185 7294 8962 8761 Tree=877 num_leaves=27 split_feature=87 10 63 75 38 14 63 32 47 41 90 39 23 63 87 7 39 91 61 75 91 61 66 39 61 47 split_gain=2.30304 2.33525 2.23925 1.95803 2.27984 1.81981 2.06532 2.01407 1.69433 1.65456 1.24036 1.43778 0.872628 0.849815 0.810451 0.725653 0.723419 0.714619 0.688559 0.66915 0.644281 0.353121 0.292522 0.284113 0.274259 0.0584948 threshold=0 0 0 0 1 1 0 0 1 1 1 0 1 1 1 1 0 0 0 1 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=1 3 14 4 -1 6 18 8 -7 -9 -11 22 -10 -4 16 -14 -2 -13 -6 24 21 -3 -12 25 -5 -17 right_child=2 20 13 19 5 7 -8 9 12 10 11 17 15 -15 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_parent=4 16 21 13 24 18 8 6 9 12 10 22 17 15 13 14 25 16 17 18 19 20 21 22 23 24 25 leaf_value=-0.0341521 0.0227397 -0.0466388 -0.0208359 -0.00153099 0.024311 0.0174648 0.0642833 0.0504356 0.0120576 -0.020681 0.0449462 -0.0167708 0.00452352 -0.0547606 -0.0287282 -0.0313844 -0.0121568 0.0177632 -0.00830468 -0.0419119 -0.00757347 -0.0220956 0.0233216 -0.0114341 -0.0229661 -0.0231432 leaf_count=969 1422 3597 2501 1104 695 1735 470 609 1286 228 441 1510 689 3461 3146 1569 2085 626 538 1828 2022 2427 805 1607 778 858 internal_value=0 -0.0231458 -0.230422 0.0104983 0.0451547 0.0718606 0.267447 0.0268057 -0.0702895 0.150389 0.0870943 0.15446 -0.143881 -0.421865 -0.0523541 -0.189532 0.0490143 -0.0201903 0.125151 -0.210754 -0.261319 -0.357562 0.315986 -0.239677 -0.117889 -0.284307 internal_count=39006 26391 12615 18345 14635 13666 1703 11963 7744 4219 3610 3382 6009 5962 6653 4723 3507 2136 1233 3710 8046 6024 1246 4034 1882 2427 Tree=878 num_leaves=31 split_feature=37 61 92 10 56 66 74 29 86 56 22 66 10 49 87 67 42 17 2 75 74 23 79 87 77 16 66 47 47 66 split_gain=4.20085 4.18545 4.14929 4.10522 6.07369 5.38142 8.82034 7.85728 4.76382 4.7266 4.57119 4.55252 6.22532 4.32317 4.29955 4.04418 4.06056 4.00138 3.44415 3.43489 3.45514 3.29385 3.18715 3.54672 3.77857 3.03107 3.96022 3.0699 3.68014 5.84762 threshold=6 5 2 0 2 0 0 1 1 3 2 1 1 3 0 3 2 2 0 3 0 1 0 0 1 1 3 1 0 6 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 18 4 -4 6 8 -8 14 -7 -11 12 -5 -12 -6 -15 -17 -18 -3 -13 22 -10 23 24 -21 26 -19 -27 29 -29 right_child=1 2 3 11 5 9 7 -9 21 10 13 19 -14 15 -16 16 17 25 -20 20 -22 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_parent=0 1 18 4 12 14 9 7 7 21 10 13 19 12 15 14 16 17 26 18 24 20 21 22 23 24 27 26 29 28 29 leaf_value=-0.0390599 -0.029289 0.0470385 0.0216775 -0.00548141 0.0319027 0.0364733 0.0862979 0.00336273 -0.00163116 0.0422558 0.0492028 0.0390106 0.0366667 -0.0493727 -0.0320191 -0.0425091 0.0204111 0.0673659 -0.00517252 -0.040663 -0.00760212 -0.0276484 0.0141532 -0.0202876 0.00974192 0.0049689 0.00621703 0.06181 -0.0155108 -0.0032178 leaf_count=212 637 257 675 514 400 232 279 1226 1483 177 156 182 1238 201 401 354 781 122 121 144 2091 6375 3203 922 1829 3311 1349 126 6656 3352 internal_value=0 0.0130126 0.0179111 0.0123282 -0.0171903 -0.0323382 -0.119038 0.132476 -0.189811 0.00622531 -0.00560931 0.063961 0.221179 -0.0155091 0.106928 -0.0235902 -0.0152993 -0.00558048 0.288259 0.0344058 0.0226966 -0.231327 0.0665329 -0.0103261 0.0571287 -0.0247406 0.117516 -0.0480894 -0.0881415 0.0106797 internal_count=39006 38794 38157 37779 27656 26981 10164 1505 8659 16817 16585 10123 1752 16408 801 16252 16051 15697 378 8371 8189 7858 6098 2895 1973 14916 1471 13445 10134 3478 Tree=879 num_leaves=31 split_feature=78 39 22 56 61 42 32 49 38 22 81 32 85 3 21 85 38 7 66 74 48 66 8 87 49 39 7 14 88 71 split_gain=2.87535 2.69193 2.57878 3.04869 2.68704 3.08691 3.70568 3.24783 2.66593 3.02977 2.62513 2.73669 4.22233 2.50357 2.48871 2.3826 3.24086 5.04237 5.40353 3.38548 2.76609 2.95176 2.69224 3.43932 2.7803 3.251 4.43874 3.66504 2.69166 2.62108 threshold=4 7 2 2 3 5 3 5 4 3 1 1 0 0 0 1 1 0 1 0 1 0 2 1 2 2 0 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 14 -4 13 -6 -7 -8 -9 -10 11 -11 -13 -5 -3 29 17 18 -17 -19 -20 -22 23 -18 -24 26 27 -26 -25 -12 right_child=1 2 3 4 5 6 7 8 9 10 15 12 -14 -15 -16 16 22 19 20 -21 21 -23 24 28 25 -27 -28 -29 -30 -31 leaf_parent=0 1 14 3 13 5 6 7 8 9 11 29 12 12 13 14 18 23 19 20 19 21 21 24 28 27 25 26 27 28 29 leaf_value=0.0342799 -0.0472148 0.0286662 -0.0235754 -0.0304242 0.03065 -0.0302269 0.0298935 0.023295 0.0279461 0.0534623 0.0257084 -0.0246316 0.0405768 0.00881208 -0.00119338 0.0743177 -0.0286357 0.0039435 -0.0323007 -0.0517254 0.0423099 0.00539375 0.0125945 0.0488834 0.015524 -0.00615975 0.048817 -0.0330701 -0.00991885 -0.0120307 leaf_count=168 432 254 1147 1300 145 1201 100 157 203 244 280 1089 182 482 295 171 146 365 118 205 319 537 523 354 880 20480 445 607 178 5999 internal_value=0 -0.0150007 -0.0126117 -0.0196952 -0.0136662 -0.00710059 -0.0115817 -0.00569539 -0.010718 -0.0159571 -0.0209739 0.191498 0.0503703 -0.193413 0.135856 -0.0271201 -0.0104172 0.12102 0.231726 -0.150422 0.143084 0.201506 -0.0259253 0.197965 -0.0343806 -0.047035 0.128727 0.00165994 0.335177 -0.100134 internal_count=39006 38838 38406 37857 36710 34928 34783 33582 33482 33325 33122 1515 1271 1782 549 31607 25328 1715 1145 570 974 856 23613 678 22935 22412 1932 1487 532 6279 Tree=880 num_leaves=31 split_feature=12 42 68 57 13 24 57 69 83 51 27 29 40 85 88 73 42 42 46 0 24 21 91 63 87 66 32 41 66 36 split_gain=5.05767 5.04941 5.58752 5.64571 5.01748 4.64982 4.56023 4.56474 7.03565 6.6915 4.86148 4.16582 5.07962 5.17978 4.65327 4.31716 4.47838 4.81393 4.28535 4.15005 3.90123 3.99374 4.97598 5.19552 5.33908 4.36093 3.85254 3.49742 3.46049 3.44928 threshold=10 3 5 8 5 6 7 1 2 2 2 1 2 4 4 4 1 2 3 1 3 3 0 0 1 0 0 0 4 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 19 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -8 -20 -22 23 26 29 -26 27 -23 -21 -25 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 20 28 21 22 -24 24 25 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 19 8 9 10 11 12 13 14 15 16 17 18 20 28 21 27 22 29 25 25 26 27 28 29 leaf_value=0.0488053 -0.0372999 0.0441 0.0549826 -0.0468543 -0.0446731 0.0487415 0.0280408 0.046215 0.029636 0.0244755 0.00561828 0.0150158 -0.0466877 0.0312978 0.0313151 -0.0250053 -0.0347127 0.0276133 -0.029453 0.0313529 0.0173203 0.00758935 -0.0175015 0.0411739 0.00319386 -0.0197832 -0.012587 -0.0115389 0.00199272 -0.000484156 leaf_count=166 469 112 103 1002 637 111 619 125 593 759 1952 788 660 211 206 2333 706 137 1418 288 639 5615 4032 139 1219 3258 3220 1451 4878 1160 internal_value=0 -0.00265237 0.00101349 -0.00243478 -0.00523238 -0.00225373 0.000642116 -0.00196806 -0.0186463 -0.023637 -0.0308427 -0.0370581 -0.0531554 -0.0637111 -0.0580012 -0.0636548 -0.0688976 -0.0574279 -0.0492301 0.0746972 -0.0559117 -0.0474474 -0.0571504 -0.0335231 -0.105102 -0.149153 0.0152423 0.0460806 0.0430697 0.0958511 internal_count=39006 38840 38371 38259 38156 37154 36517 36406 30621 30496 29903 29144 27192 26404 25744 25533 25327 22994 22288 5785 22151 20733 20094 16062 5776 4477 10286 7066 5166 1299 Tree=881 num_leaves=31 split_feature=42 40 58 46 42 40 40 70 29 87 87 52 6 90 12 58 85 66 24 74 66 55 17 74 56 1 3 75 12 58 split_gain=4.16027 4.29748 4.16506 4.03927 3.96488 4.06332 5.27232 4.50423 4.26835 4.18536 6.90097 3.73066 3.55091 3.03817 2.96938 3.70859 3.77873 3.25817 3.00704 2.69875 2.47833 2.64268 2.47346 3.36573 3.05552 3.37409 2.42275 2.37325 2.60818 3.19851 threshold=2 3 4 2 3 2 1 3 3 0 1 2 1 1 2 1 0 9 1 3 8 2 1 2 1 1 0 1 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 20 -8 -9 12 11 -11 -10 -13 18 16 -16 -17 -14 -19 -7 -22 -23 -24 -25 -26 -20 -21 -29 -30 right_child=1 2 3 4 5 6 7 8 9 10 -12 13 14 -15 15 17 -18 19 26 27 21 22 23 24 25 -27 -28 28 29 -31 leaf_parent=0 1 2 3 4 5 20 7 8 12 11 10 13 18 13 16 17 16 19 26 27 21 22 23 24 25 25 26 28 29 29 leaf_value=-0.0369601 0.0236384 0.03308 -0.0308096 -0.048377 0.0134838 0.0376545 -0.037011 0.0409266 -0.0234636 0.0551903 -0.0342962 0.0405107 -0.0173958 -0.00988872 0.0316441 0.0262985 -0.00779103 0.0444839 0.0493339 -0.018274 0.0455938 -0.00935788 0.0446455 0.0330594 0.0341431 -0.000799879 -0.00489278 0.0095152 0.0315015 -0.00625566 leaf_count=1141 434 161 517 468 1184 144 295 119 1055 136 4869 149 115 4497 657 215 398 151 224 1788 112 885 167 289 226 2811 206 1713 166 13714 internal_value=0 0.000476005 -0.00653556 -0.0114291 -0.00595451 -0.00255646 -0.0147534 -0.0416935 -0.0336471 -0.0394396 -0.1443 -0.0318867 -0.0151353 -0.0642685 -0.00300147 -0.0135764 0.167521 -0.0305567 0.219252 -0.0406231 0.0731238 0.0574925 0.0441458 0.0814966 0.0571153 0.025604 0.352523 -0.0458378 -0.0294021 -0.051639 internal_count=39006 37865 37431 37270 36753 36285 35101 30467 30172 30053 9651 4782 20402 4646 19347 18802 1055 17747 545 17532 4634 4490 4378 3493 3326 3037 430 17381 15593 13880 Tree=882 num_leaves=31 split_feature=15 44 77 78 65 78 42 46 16 52 35 88 52 33 31 46 66 6 84 75 69 69 15 88 31 69 15 41 59 87 split_gain=4.12244 3.96548 4.01599 4.29798 3.7998 5.18575 4.46993 3.77735 4.06235 4.4688 3.68746 4.74222 5.83253 4.82053 3.73251 3.62694 3.54214 2.84916 3.00469 3.8383 3.82346 5.9749 5.0427 4.43867 4.05965 3.99181 3.59482 3.73932 2.93436 3.51905 threshold=6 1 4 4 0 3 1 2 4 3 0 0 2 0 3 1 1 3 0 1 1 0 0 1 0 2 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 5 -5 -7 -8 -9 -10 11 12 -11 -14 -12 -15 -16 -6 20 -20 23 -22 24 -19 -23 -24 -27 -28 -21 -30 right_child=1 2 3 4 17 6 7 8 9 10 14 -13 13 15 16 -17 -18 18 19 28 21 22 25 -25 -26 26 27 -29 29 -31 leaf_parent=0 1 2 3 5 17 6 7 8 9 12 14 11 13 15 16 15 16 23 19 28 21 24 25 23 24 26 27 27 29 29 leaf_value=-0.0471261 -0.0208545 0.0429105 0.0506395 0.0473119 0.052576 -0.0378698 0.035499 0.0350744 0.0556691 0.0630914 -0.0331471 -0.034106 -0.0137941 0.0541002 -0.0376562 0.0024778 0.00773634 0.0372874 -0.0423001 -0.0257148 0.00721441 0.113375 -0.00194809 -0.0181949 0.0328505 0.0841237 0.053544 -0.0186486 0.045313 -0.000330093 leaf_count=789 1664 130 140 150 117 2443 237 111 140 344 260 2723 11761 121 502 3487 4094 346 348 425 4054 150 600 1274 129 168 238 265 378 1418 internal_value=0 0.0166275 0.0263817 0.0206192 0.0154332 -0.0192937 -0.0288747 -0.0170238 -0.0267602 -0.0373489 -0.0449588 -0.0959043 -0.0624706 -0.0789921 0.0291984 0.0854492 0.055235 0.080253 0.0693929 -0.0534119 0.111954 0.16091 0.360773 -0.0709895 0.750884 0.235973 0.435105 0.234382 0.0167791 0.102929 internal_count=39006 38217 36553 36423 36283 26373 26223 23780 23543 23432 23292 18436 15713 15369 4856 3608 4596 9910 9793 2569 7224 5604 1550 1620 279 1271 671 503 2221 1796 Tree=883 num_leaves=31 split_feature=46 13 31 63 35 1 8 39 91 36 68 46 71 63 26 72 7 24 88 40 12 36 74 15 6 7 20 37 73 82 split_gain=4.1388 3.97925 3.8102 5.02844 3.39492 3.29614 3.21089 3.79453 4.69209 4.28604 4.57956 4.30813 3.9622 4.56764 4.30638 4.29442 4.69604 3.89011 3.84541 3.81783 3.72779 3.35477 3.97553 3.32742 5.39869 4.10676 3.60723 3.78645 3.72542 3.273 threshold=2 7 3 0 5 2 14 0 0 1 2 1 0 0 1 1 1 1 0 1 2 3 3 0 1 0 1 0 1 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 -3 -4 -6 -7 8 9 19 -11 -12 13 17 -14 -15 -17 -13 -16 -8 -9 -22 -23 24 -24 -26 27 -25 -28 -30 right_child=1 2 4 -5 5 6 7 20 -10 10 11 12 14 15 18 16 -18 -19 -20 -21 21 22 23 26 25 -27 28 -29 29 -31 leaf_parent=0 1 3 4 3 5 6 19 20 8 10 11 17 14 15 18 16 16 17 18 19 21 22 24 27 25 25 28 27 29 29 leaf_value=-0.0351149 0.012821 -0.0481874 -0.0577112 -0.00472396 -0.0405028 0.0182661 -0.0584525 -0.0177145 -0.017649 -0.0536026 -0.0305232 -0.0252365 -0.0446226 0.0208834 0.0124407 0.032604 -0.0029035 -0.00505563 -0.0136209 -0.0121139 -0.0285248 -0.0523526 -0.0418252 0.0245975 0.00157671 -0.0115885 0.0169019 -0.00411906 -0.0520208 0.00247516 leaf_count=541 675 638 223 598 699 230 312 615 3831 291 601 975 111 455 1954 305 2657 5026 559 1400 176 102 177 606 5650 1263 846 287 111 7092 internal_value=0 -0.00131227 -0.00543516 -0.177067 -0.00236116 -0.00152861 -0.000375545 -0.00285879 -0.036673 -0.0217458 -0.00902824 -0.00442233 0.00323498 -0.0265961 0.0760571 0.0246314 -0.00678131 -0.0955079 0.0916134 -0.187657 0.0132418 0.0173888 0.0197877 0.0213837 -0.00674902 -0.00075842 0.0472581 0.166476 0.0345511 0.0216758 internal_count=39006 38465 37790 1236 36554 36331 35632 35402 18477 14646 12934 12643 12042 9418 2624 3417 2962 6001 2513 1712 16925 16310 16134 16032 7090 6913 8942 893 8049 7203 Tree=884 num_leaves=31 split_feature=42 67 63 53 15 13 33 87 78 73 7 3 13 42 36 32 19 73 82 23 21 72 88 24 31 65 23 31 15 87 split_gain=4.39718 3.64295 4.46774 3.23927 3.44773 3.21836 3.25036 3.20583 3.00949 2.9157 3.8635 3.87709 3.61739 3.31737 3.15264 3.6437 3.8537 3.63272 3.06768 3.46983 2.90979 2.87164 3.20585 3.63866 2.75493 2.68268 2.62023 3.11463 2.97727 2.60589 threshold=7 2 0 8 10 15 5 10 2 1 0 3 12 3 4 0 0 2 1 11 0 1 2 1 6 0 2 1 2 6 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 -3 -5 -6 -7 -8 -9 21 11 -11 -13 -12 -15 -16 17 -17 25 -20 -4 -10 -23 -24 -21 -14 -19 -28 -29 -26 right_child=1 3 20 4 5 6 7 8 9 10 13 12 18 14 15 16 -18 26 19 24 -22 22 23 -25 29 -27 27 28 -30 -31 leaf_parent=0 2 3 20 4 5 6 7 8 21 11 13 12 25 14 15 17 16 26 19 24 20 22 23 23 29 25 27 28 28 29 leaf_value=0.0355296 -0.0467482 -0.0299406 0.0266673 0.0309947 0.0320629 0.0345981 0.0267134 -0.0188027 -0.0327039 -0.0544857 0.0302505 0.0322734 0.000234424 0.0274714 -0.0138586 -0.0449208 -0.0206136 -0.0189291 0.0449946 0.0148842 -0.038496 0.0325777 -0.0242637 -0.00115169 0.0172429 -0.0349781 -0.022906 0.0417523 0.00810337 0.00143826 leaf_count=100 594 554 165 155 107 173 115 1056 408 491 118 136 564 110 4818 101 853 372 116 425 187 191 508 2347 266 487 211 188 1571 21519 internal_value=0 0.00488644 -0.227326 0.00742554 0.0091529 0.00726692 0.00556642 0.00397692 0.00193947 0.00460957 0.0108025 0.0228188 0.0243311 -0.0483789 -0.05869 -0.0693057 -0.00838075 0.034045 0.0216396 0.0253309 0.0510532 -0.0758573 -0.048515 -0.0712294 0.0234639 -0.164541 0.0539219 0.0835805 0.114351 0.0184216 internal_count=39006 38906 946 37960 37406 37251 37144 36971 36856 35800 32346 24004 23513 8342 8224 8114 3296 2443 23377 22326 352 3454 3046 2855 22210 1051 2342 1970 1759 21785 Tree=885 num_leaves=31 split_feature=8 16 46 1 79 0 55 59 23 19 8 14 63 42 54 32 34 24 7 24 66 23 28 66 66 32 59 14 23 42 split_gain=3.58663 3.22078 3.10822 2.84722 3.54184 2.94371 2.91885 3.74823 3.68434 3.77053 3.49532 3.19222 5.73144 4.70791 4.37086 4.7913 4.0293 5.24155 4.17363 4.02749 3.98453 4.08818 3.77143 3.65251 3.63251 4.35943 3.42438 3.24663 3.11048 2.85678 threshold=3 2 2 1 3 3 1 0 1 0 1 0 3 2 1 1 0 1 1 0 4 2 1 0 0 0 0 3 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 7 8 -7 -10 -8 13 -13 28 15 -14 17 26 -18 29 -21 24 -16 27 -22 -26 -15 -24 -12 -19 right_child=1 2 3 4 5 6 10 -9 9 -11 11 12 14 16 22 -17 18 19 -20 20 21 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 8 10 7 9 9 28 12 15 26 22 15 18 29 18 20 24 21 27 23 25 25 26 27 28 29 leaf_value=-0.0578999 -0.0402918 -0.0531791 -0.025271 -0.0563611 -0.03264 0.0344314 -0.0171817 0.034793 0.00297235 -0.0522148 0.0479795 0.057979 -0.0160569 -0.0214376 0.0345717 0.0456652 0.0222322 0.0212214 -0.0312461 0.0462672 0.00693362 0.00185419 -0.0216711 -0.0104676 0.0856858 0.0109285 0.0125783 0.00877268 -0.00360533 -0.0152892 leaf_count=414 1200 503 2361 663 508 307 2531 745 988 343 214 218 158 2994 413 522 513 401 3143 308 219 4597 235 4478 245 215 662 2552 279 6077 internal_value=0 0.00131364 0.00474674 0.00726406 0.0120454 0.014781 0.0186353 0.141999 0.0388763 -0.0636886 0.00794622 0.0174915 0.068342 -0.0149626 0.0534712 0.298793 -0.0282164 -0.0095223 -0.218803 0.0257456 0.0632087 0.0476805 0.0291408 0.011259 0.274584 0.526091 -0.153829 0.0612195 0.285873 -0.10415 internal_count=39006 38592 37392 36889 34528 33865 33357 2383 1638 1331 30974 28443 8576 19867 8358 680 19374 15718 3656 12062 5584 5276 7678 7265 679 460 3656 2787 493 6478 Tree=886 num_leaves=26 split_feature=33 45 37 56 20 33 33 33 33 33 24 24 69 53 7 65 32 32 91 7 39 66 23 31 66 split_gain=4.85421 1.73116 1.48225 1.77659 1.57936 1.80702 1.0852 1.53168 1.71732 1.73204 2.18973 1.39044 0.929665 0.890645 0.81559 0.763374 0.5553 0.512082 0.467839 0.455747 0.403872 0.199648 0.108491 0.447398 0.106816 threshold=0 1 0 1 1 5 1 3 2 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=12 -2 3 17 -5 -6 11 14 19 -10 13 24 16 18 -8 -4 -1 -3 21 -9 22 -11 -18 -24 -7 right_child=1 2 15 4 5 6 7 8 9 10 -12 -13 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 23 -25 -26 leaf_parent=16 1 17 15 4 5 24 14 19 9 21 10 11 12 13 14 15 22 17 18 19 20 21 23 23 24 leaf_value=-0.0013632 -0.0336891 -0.0339991 -0.00683645 -0.0300252 -0.0293904 0.00506936 -0.0225304 -0.0130736 -0.00165209 0.036482 0.065097 -0.0256231 -0.0500792 0.00696371 0.011424 -0.040614 -0.0146522 -0.0048154 0.0486077 0.0126174 -0.0422817 0.0185111 -0.0406678 -0.0112376 0.0177461 leaf_count=3282 770 412 1181 386 101 454 126 437 119 340 165 1892 10035 196 120 1340 2974 207 434 285 6431 291 3407 2970 651 internal_value=0 0.00550979 0.0235958 0.0498109 0.0791055 0.0987262 0.121538 0.161883 0.21132 0.276857 0.34086 -0.0195308 -0.283889 0.247609 -0.0470767 -0.189348 -0.225272 -0.206708 0.333572 -0.00722553 -0.270853 0.255424 -0.214739 -0.260717 0.119 internal_count=39006 9907 9137 6616 5997 5611 5510 2513 2267 1545 1426 2997 29099 1261 246 2521 19064 619 1065 722 15782 631 9351 6377 1105 Tree=887 num_leaves=31 split_feature=56 37 59 10 34 0 71 71 66 57 75 62 53 89 3 41 13 13 9 37 3 71 19 32 16 9 31 32 33 56 split_gain=5.36271 4.4544 4.31444 4.14428 3.90631 4.0839 3.6399 5.98906 4.22934 4.17807 4.92576 3.47589 4.05166 3.70035 3.7507 3.25977 3.17874 3.17427 3.01957 3.00777 2.99922 2.91231 2.85329 4.45327 2.89497 3.16318 2.84533 3.42784 3.5021 3.50983 threshold=6 6 13 10 3 3 0 1 6 1 1 1 1 3 3 0 4 0 1 4 4 2 1 1 2 2 7 2 2 4 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 17 15 8 22 -7 -9 21 12 -10 -13 -15 -6 -16 -5 -14 -18 -21 -11 23 -8 -24 -26 -22 -28 -29 -30 right_child=1 2 3 4 5 6 7 9 11 10 -12 13 18 14 16 -17 19 -19 -20 20 26 -23 24 -25 25 -27 27 28 29 -31 leaf_parent=0 1 2 3 17 15 8 23 9 12 21 10 13 18 14 16 15 19 17 18 20 26 21 24 23 25 25 27 28 29 29 leaf_value=0.0547653 -0.0422363 0.0437355 0.0458731 0.0374603 -0.0217151 0.0196107 0.0567491 0.0129665 0.0541733 0.0369997 -0.0314415 -0.0440373 -0.0331953 0.034641 -0.0391502 0.0350378 -0.0396523 -0.00579512 0.0138966 0.0394887 -0.0326335 -0.0298283 0.0343501 0.00294635 0.0422991 -0.00919449 -0.0220899 -0.0227555 0.0487519 0.000847966 leaf_count=105 208 215 446 482 331 1080 179 291 212 179 4375 235 173 388 830 269 224 243 1050 288 498 172 153 606 131 4482 1482 622 117 18940 internal_value=0 0.000961882 0.00473237 0.001127 -0.0021744 -0.00853109 -0.0147369 -0.0794558 0.00702526 -0.20303 -0.254362 -0.00453999 0.14953 -0.0169184 -0.0117386 0.2399 -0.0180222 0.223455 0.0733128 -0.0128258 -0.00797332 0.132628 -0.00493268 0.158974 -0.047843 -0.0708514 -0.0126402 -0.00688845 0.00345455 0.0137172 internal_count=39006 38901 38693 38478 38032 37307 36707 10568 26139 5017 4726 25059 1435 23624 23389 600 23001 725 1223 22171 21947 351 5551 785 4766 4613 21659 21161 19679 19057 Tree=888 num_leaves=31 split_feature=53 56 8 40 71 18 38 31 24 66 64 38 71 49 79 31 75 37 54 75 4 60 58 19 8 80 14 23 63 66 split_gain=3.09351 3.39226 3.23311 2.70447 3.24397 2.77837 3.25351 3.16734 2.73789 3.59892 3.35106 4.20656 3.91917 3.13187 3.14522 2.81471 2.77251 2.62298 2.69117 3.13907 2.55292 2.9494 2.87246 2.83606 2.52032 2.53669 2.51485 2.35956 2.62863 2.57007 threshold=3 2 12 1 2 3 4 5 1 1 2 3 4 3 3 8 2 1 2 0 1 1 2 3 1 1 0 4 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=17 -2 -3 4 -4 -5 -7 -8 9 26 -10 -12 -13 -14 -15 -11 -16 -1 -19 -20 -18 -22 -23 -24 -17 -26 -9 28 29 -25 right_child=1 2 3 5 -6 6 7 8 10 15 11 12 13 14 16 24 20 18 19 -21 21 22 23 27 25 -27 -28 -29 -30 -31 leaf_parent=17 1 2 4 5 4 6 7 26 10 15 11 12 13 14 16 24 20 18 19 19 21 22 23 29 25 25 26 27 28 29 leaf_value=-0.0101959 -0.0231287 -0.0545509 0.0267067 -0.0448812 -0.0121897 0.0292053 0.0225714 0.0410089 -0.0314924 -0.0434181 0.0313569 -0.059919 0.0277247 0.0433488 0.0172693 -0.0168534 -0.0310969 -0.0242185 0.011296 0.0478295 -0.0478042 0.0347655 0.0302943 0.0740597 0.0350355 0.00489592 -0.00547392 -0.00564298 -0.00790568 0.0127508 leaf_count=468 1133 224 294 150 4091 136 343 532 531 156 161 298 151 495 751 535 695 119 1081 347 862 241 218 170 206 5358 333 18147 356 424 internal_value=0 -0.0089945 -0.00246006 0.000164209 -0.0903714 0.0133949 0.0164464 0.0104142 0.00273226 0.0615586 -0.022438 -0.0135907 -0.02382 -0.0182315 -0.027012 0.0332159 -0.0328382 0.144294 0.220639 0.275237 -0.0444907 -0.0357459 -0.0294593 -0.0367423 0.0454285 0.0699406 0.290723 -0.0448794 0.158987 0.364512 internal_count=39006 36991 35858 35634 4385 31249 31099 30963 30620 7120 23500 22969 22808 22510 22359 6255 21864 2015 1547 1428 21113 20418 19556 19315 6099 5564 865 19097 950 594 Tree=889 num_leaves=31 split_feature=89 12 79 12 42 0 1 42 7 16 89 8 73 59 13 13 21 28 65 89 23 75 3 66 63 74 21 10 39 39 split_gain=5.97108 5.26411 5.59814 6.49717 5.13663 4.69216 4.60963 4.97167 4.48986 4.66307 4.83012 4.40642 4.38363 4.8328 4.27581 6.86707 6.17046 4.0379 3.93191 3.70192 3.54084 3.35802 3.33141 3.16302 3.12651 3.66899 3.70949 3.06015 3.03416 3.13193 threshold=7 5 0 3 1 2 3 2 2 2 4 12 1 2 0 1 0 2 2 1 2 2 0 3 3 0 3 0 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 3 -3 22 -4 -6 -8 20 -10 -11 -12 -7 -14 18 -16 -17 -15 -13 27 -9 -19 -5 -21 -23 -26 -27 -20 -18 -30 right_child=1 2 5 4 6 12 7 8 9 10 11 14 13 17 15 16 28 21 19 23 -22 24 -24 -25 25 26 -28 -29 29 -31 leaf_parent=0 1 3 5 22 6 12 7 20 9 10 11 18 13 17 15 16 28 21 27 23 20 24 22 23 25 26 26 27 29 29 leaf_value=0.0500277 -0.0614317 -0.0485642 0.0419082 -0.027538 0.0348602 -0.0122157 -0.0303999 -0.0214398 -0.0194981 0.0369992 -0.0617256 0.0181108 0.0379044 0.0440137 0.000992141 -0.0351481 0.0205352 -0.0190123 0.0247274 0.0138072 0.0171894 0.046774 0.0113695 -0.00281005 -0.000725302 -0.0309361 0.0212452 -0.0121731 0.0142445 -0.0344261 leaf_count=101 205 317 218 2331 185 1245 832 224 732 147 195 708 418 145 3438 5856 329 281 485 993 1314 114 326 10330 4764 109 1066 150 256 1192 internal_value=0 -0.00143978 0.000887872 -0.0200077 -0.0151237 0.0737669 -0.00532986 -0.0101796 -0.00379249 -0.0169382 -0.00582905 -0.0116206 0.0571786 0.0884531 -0.00829146 -0.0842352 -0.216166 0.063464 0.0176127 0.00277378 0.127932 0.0459714 -0.200628 -0.0126294 0.0702584 0.0554454 0.169754 0.164525 -0.0180951 -0.163411 internal_count=39006 38905 38700 30340 30023 8360 27366 27181 26349 24811 24079 23932 8142 6897 23737 11071 7633 6479 12666 11958 1538 6334 2657 11323 6053 5939 1175 635 1777 1448 Tree=890 num_leaves=31 split_feature=31 58 14 14 14 46 70 88 77 40 21 13 21 58 12 65 40 52 29 73 79 22 75 88 10 35 13 67 75 75 split_gain=5.07745 3.85913 3.90412 4.47737 5.49329 4.12545 3.4846 3.09188 2.9822 3.32225 3.33294 3.14862 3.13792 3.08354 3.40644 3.21733 3.14867 4.176 3.65919 3.55571 3.69011 3.49448 3.32412 3.13677 3.71141 3.05808 3.47453 5.16248 3.48831 3.48721 threshold=7 5 0 1 2 3 5 4 3 3 4 7 0 2 1 0 2 2 3 4 0 1 5 0 0 0 0 1 0 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 5 -4 -5 -3 -7 -8 -9 12 -11 -12 -10 15 -15 -13 -16 -18 -19 -20 21 -21 -23 -22 -25 26 28 -28 -24 -30 right_child=1 2 3 4 -6 6 7 8 9 10 11 13 -14 14 16 -17 17 18 19 20 23 22 25 24 -26 -27 27 -29 29 -31 leaf_parent=0 1 5 3 4 4 6 7 8 12 10 11 15 12 14 16 15 17 18 19 21 23 22 28 24 24 25 27 27 29 29 leaf_value=-0.0451735 0.0411685 -0.0429707 -9.61784e-05 -0.00113192 -0.0348797 -0.0457826 -0.0383878 -0.0418926 0.0553892 0.0271526 -0.0495994 0.0450732 0.00680346 0.0120978 0.0160597 -0.00203698 0.0240066 0.0393588 0.0532373 -0.0327842 -0.0312677 0.0475372 -0.00634915 0.0165646 -0.0322734 0.00396874 0.0421739 -0.0237063 -0.00360889 0.0355112 leaf_count=819 100 229 5006 2013 3922 105 259 180 124 596 487 195 205 2780 683 156 598 128 192 581 2537 109 4839 365 1474 3780 226 5137 659 522 internal_value=0 0.00650539 0.00283995 -0.0765058 -0.195097 0.021947 0.0263482 0.0298497 0.033512 0.0367707 0.0300119 0.0229504 0.281536 0.0261458 0.0188636 0.250524 0.000612705 -0.0120794 -0.0236072 -0.0299913 -0.0346639 -0.0161439 -0.00674788 -0.183134 -0.0204443 -0.0127006 -0.0637204 -0.185903 -0.01466 0.158068 internal_count=39006 38187 38087 10941 5935 27146 26917 26812 26553 26373 26044 25448 329 24961 24610 351 21830 21147 20549 20421 20229 15853 15272 4376 1839 15163 11383 5363 6020 1181 Tree=891 num_leaves=31 split_feature=15 76 47 42 42 78 42 49 6 52 53 50 80 21 75 73 91 25 91 47 23 25 89 74 63 63 53 78 67 61 split_gain=3.41881 3.30525 3.12896 3.41616 3.10161 3.03016 3.06824 3.31495 3.70067 2.66503 3.88938 2.94717 3.08329 3.01385 2.74226 3.32612 2.84584 2.82166 3.98599 4.39051 3.54999 5.08641 3.19404 3.33109 4.47085 4.24111 5.45015 4.25896 3.83628 3.88769 threshold=6 4 9 2 3 4 1 2 2 3 0 1 2 5 7 2 0 0 0 0 0 1 2 0 0 1 0 1 2 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 10 -10 -11 -13 -14 -15 16 -16 22 19 -19 -21 -22 -17 25 -25 26 -24 -27 -29 -30 right_child=1 2 3 4 5 6 7 8 9 11 -12 12 13 14 15 17 -18 18 -20 20 21 -23 23 24 -26 27 -28 28 29 -31 leaf_parent=0 1 2 3 4 5 6 7 8 10 11 10 12 13 14 16 22 16 19 18 20 21 21 26 24 24 27 26 28 29 29 leaf_value=-0.0460534 0.0565802 0.0471297 -0.0344048 -0.042446 0.0411566 -0.0215275 -0.0240475 0.0261316 0.0758868 0.0263196 -0.00607079 0.0388872 -0.0513431 0.0417525 -0.0438889 -0.0394252 0.0145692 -0.00043978 -0.00667958 0.0894762 0.00577411 0.071525 0.0234611 0.0165056 -0.00647968 0.0230697 -0.0126887 0.0256051 -0.0182466 -0.00177607 leaf_count=751 212 241 1090 433 147 3430 794 429 100 508 133 212 259 131 847 406 331 1913 2275 346 521 523 1816 2583 1948 554 1208 270 9326 5269 internal_value=0 0.0167866 0.0134481 0.00963528 0.015069 0.0190998 0.0146492 0.0224288 0.0300283 0.0201061 0.356708 0.0149856 0.00718969 0.00171924 0.00573788 0.00112787 -0.277341 0.00948893 0.13149 0.252023 0.417096 0.29932 -0.00718703 -0.000423915 0.0796596 -0.03511 0.101287 -0.0722696 -0.0936463 -0.111506 internal_count=39006 38255 38043 37802 36712 36279 36132 32702 31908 31479 233 31246 30738 30526 30267 30136 1178 28958 5578 3303 1390 1044 23380 22974 4531 18443 3024 15419 14865 14595 Tree=892 num_leaves=31 split_feature=46 32 22 54 0 24 28 50 78 84 47 40 1 7 10 10 34 35 22 32 33 35 66 80 65 74 38 73 14 91 split_gain=4.32584 3.78483 3.75932 3.57685 3.67592 3.68519 3.67872 3.4846 3.30397 4.28467 3.42446 3.32982 3.27117 3.24617 3.33715 5.73661 4.04082 4.19623 3.73425 3.40621 4.84852 3.88931 5.06218 4.49537 4.36432 4.04056 3.74481 3.53787 3.57574 3.39153 threshold=2 6 1 1 2 0 1 1 1 0 10 3 2 6 1 0 0 1 2 3 3 0 3 1 0 1 1 1 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 4 6 -6 -4 -5 9 -9 -10 -12 -13 -14 -15 18 17 -17 -16 -20 -21 23 24 -22 -23 -24 -25 -27 -29 -30 right_child=1 2 3 7 5 -7 -8 8 10 -11 11 12 13 14 15 16 -18 -19 19 20 21 22 25 26 -26 27 -28 28 29 -31 leaf_parent=0 1 2 6 7 5 5 6 9 10 9 11 12 13 14 18 17 16 17 19 20 23 24 25 26 24 27 26 28 29 29 leaf_value=-0.0357921 0.024117 -0.0140657 -0.065585 -0.0352596 -0.0230911 -0.000883351 0.000649754 -0.02394 0.0341677 0.00604279 -0.0392011 -0.0509191 -0.0523604 0.00911478 -0.0328582 0.034437 -0.0447896 -0.0154059 0.0123659 0.0370651 -0.0270512 0.0438633 0.0142712 0.0143852 -0.0305591 0.0140043 0.00170694 -0.0289002 -0.0316402 -0.00580825 leaf_count=552 215 1577 119 490 2035 1927 102 1290 130 418 260 476 136 2895 189 248 1948 1827 939 184 306 220 504 878 104 289 15340 403 361 2644 internal_value=0 0.00255032 0.000421271 0.00402998 -0.078102 -0.0542994 -0.3908 0.0100786 0.0115114 -0.116116 0.015387 0.0137681 0.0150401 0.0160105 0.0169477 0.00992873 -0.164064 -0.0865018 0.015561 0.0174746 0.0117859 0.00926159 -0.0549558 0.020657 0.270594 -0.0743689 0.0240773 -0.0989924 -0.120793 -0.0866255 internal_count=39006 38454 38239 36662 4183 3962 221 32479 31989 1708 30281 30151 29891 29415 29279 26384 4023 2075 22361 22172 21233 21049 4525 16524 324 4201 16218 3697 3408 3005 Tree=893 num_leaves=31 split_feature=54 14 47 85 41 16 15 54 13 0 87 19 69 23 75 66 66 85 7 71 47 23 26 45 24 66 85 20 21 24 split_gain=3.98835 3.13904 5.84776 4.62604 3.47941 2.98549 2.82743 3.20474 2.75493 3.05962 3.19164 2.63077 3.98113 3.2441 3.07972 6.25983 3.36158 2.65126 4.39507 3.83353 4.82091 6.75166 4.23065 4.07431 3.72044 3.3366 3.31489 3.21669 2.89104 2.66106 threshold=4 4 0 0 3 4 10 3 15 4 10 0 3 11 0 1 0 1 0 0 5 0 2 2 5 0 2 2 3 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 2 -2 -4 -3 -6 -7 -8 -9 -10 -11 12 -12 -14 -13 -16 -17 27 19 20 21 -19 -21 -22 -20 -26 -27 -15 -24 -28 right_child=1 4 3 -5 5 6 7 8 9 10 11 14 13 17 15 16 -18 18 24 22 23 -23 28 -25 25 26 29 -29 -30 -31 leaf_parent=0 2 4 3 3 5 6 7 8 9 10 12 14 13 27 15 16 16 21 24 22 23 21 28 23 25 26 29 27 28 29 leaf_value=-0.0618295 -0.00540244 -0.0297511 0.00911307 0.0547168 -0.0541703 0.0272485 -0.0350745 0.0285059 -0.0305985 0.0253552 0.013733 -0.00276322 0.0415403 0.0320513 0.0337198 -0.00301746 -0.0380655 0.0553163 0.028396 0.0528016 -0.0639118 -0.00339279 0.0369436 -0.00389147 -0.00444116 0.00117313 -0.00029632 0.00235338 0.00286644 -0.0344561 leaf_count=203 271 882 160 125 265 161 434 111 291 122 866 4378 129 124 309 458 1935 120 109 126 371 228 194 12035 1596 347 285 5478 3973 2920 internal_value=0 -0.000551925 0.131264 0.31106 -0.00440196 -0.00242675 -0.00149937 -0.00323104 -0.0016738 -0.00330352 -0.00157919 -0.00372532 0.00484681 -0.0011912 -0.0568185 -0.188138 -0.269689 -0.0028272 -0.0195916 -0.00433875 -0.0315584 0.206815 0.0477502 -0.042947 -0.11091 -0.131774 -0.220812 0.0305284 0.0382575 -0.287915 internal_count=39006 38803 556 285 38247 37365 37100 36939 36505 36394 36103 35981 28901 28035 7080 2702 2393 27906 22304 17047 12754 348 4293 12406 5257 5148 3552 5602 4167 3205 Tree=894 num_leaves=31 split_feature=80 36 71 59 37 41 85 87 24 87 85 65 59 23 47 41 85 14 15 13 87 23 24 87 84 13 53 35 91 24 split_gain=4.60419 3.16202 3.73406 3.82263 3.20456 3.11603 3.83333 3.3188 4.23102 2.89681 2.70954 2.65779 4.3342 2.74043 2.72121 2.61261 2.31102 4.25757 5.49274 5.29716 4.1048 3.74534 3.20012 2.89474 2.53854 3.03813 2.69354 2.27197 2.26917 2.25733 threshold=1 1 4 3 0 0 4 0 3 5 2 0 0 0 4 1 1 1 0 3 3 2 2 1 0 2 1 0 1 1 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 4 -4 -3 7 -7 8 10 -8 -5 12 14 -14 -10 -11 20 22 21 -20 -9 23 -18 -19 25 -21 -26 -16 -13 -17 right_child=1 2 3 5 -6 6 9 16 11 15 -12 28 13 -15 27 29 17 18 19 24 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_parent=0 1 4 3 10 4 6 9 20 14 15 10 28 13 13 27 29 22 23 19 25 20 21 22 23 26 25 26 27 28 29 leaf_value=-0.0331379 -0.0111225 0.0159075 0.0513804 -0.0229777 0.0795609 -0.0270039 0.0478316 0.0353216 0.0328395 0.00245941 0.0219654 0.0111212 0.0375198 -0.00778053 -0.0150632 -0.00173857 0.0266349 -0.00409437 0.0541845 0.0256068 -0.0118248 0.0124213 -0.0227944 0.0527759 0.0493695 -0.0338392 -0.0072616 0.00677322 -0.0356159 0.0214529 leaf_count=1491 4198 282 257 135 160 237 116 174 430 4799 703 451 474 1306 7826 930 157 192 138 124 1733 2438 839 264 120 1046 531 1883 2646 2927 internal_value=0 0.0134537 0.0245718 0.0185478 0.320546 0.0147874 0.0718809 -0.0120048 -0.0652418 0.0891124 0.136731 -0.0982406 -0.0708154 0.191898 -0.105718 0.0770962 0.0329588 0.0644527 0.101478 -0.0653113 -0.0646683 0.17003 -0.137887 0.410132 -0.127659 -0.254002 0.0306711 -0.120742 -0.275839 0.159915 internal_count=39006 37515 33318 32876 442 32619 9009 23610 15854 8772 838 15016 11919 1780 10139 8656 7756 5849 4853 1959 1907 2894 996 456 1821 1170 651 9709 3097 3857 Tree=895 num_leaves=26 split_feature=33 82 13 33 56 33 33 47 42 15 7 13 23 35 70 47 85 7 17 7 23 47 15 47 32 split_gain=3.59417 2.37435 1.56297 1.46762 1.93324 1.80636 1.69713 2.03849 1.40895 1.322 1.25882 1.25295 1.22974 1.23467 1.05229 1.57728 0.885443 0.805042 0.676713 0.593798 0.39879 0.319688 0.0777679 0.0445143 0.0111537 threshold=0 1 2 1 1 2 3 0 1 0 0 0 3 0 1 1 0 0 0 0 0 0 0 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=9 -2 -3 11 22 10 17 18 -9 16 -6 21 -10 14 -14 -16 20 -7 24 -17 -1 -4 -5 -11 -8 right_child=1 2 3 4 5 6 7 8 12 23 -12 -13 13 -15 15 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_parent=20 1 2 21 22 10 17 24 8 12 23 10 11 14 13 15 19 16 17 18 19 20 21 22 23 24 leaf_value=0.00561409 -0.043772 0.0309701 -0.0159554 -0.0308024 -0.0365666 -0.0254505 0.0451395 -0.0225297 0.0431946 -0.0501374 0.00595203 -0.043091 0.0394015 -0.0223517 0.0331032 0.005301 -0.0365096 0.00694288 0.0177015 -0.0280325 -0.0161752 0.00258126 -0.0185588 -0.0410947 0.0495154 leaf_count=2544 861 624 1338 127 678 184 380 132 154 6674 426 1937 162 122 270 128 7344 157 225 106 5642 1474 213 6895 209 internal_value=0 0.0019135 0.0214945 0.000956742 0.0396546 0.0736757 0.11758 0.172226 0.0868388 -0.250033 -0.159852 -0.152904 0.141364 0.0813145 0.150663 0.0597833 -0.159638 -0.0918428 0.375215 -0.108066 -0.0725128 -0.0619221 -0.248865 -0.455297 0.47326 internal_count=39006 9907 9046 8422 3673 3333 2229 1888 1074 29099 1104 4749 942 788 666 504 15530 341 814 234 8186 2812 340 13569 589 Tree=896 num_leaves=31 split_feature=34 37 10 56 56 66 58 10 58 78 34 24 58 13 84 34 13 19 61 16 75 70 66 66 13 49 74 14 47 67 split_gain=4.42365 3.74384 3.82124 3.67442 3.64073 4.94788 3.61372 3.59895 3.64488 7.80397 4.64969 3.99108 3.84772 5.25298 6.63953 4.36669 4.36248 6.30158 4.21156 6.47269 4.42692 4.19303 4.17882 4.08005 3.72092 3.69329 3.61164 4.43555 3.55795 3.43804 threshold=2 6 7 5 3 0 3 9 1 2 5 0 2 0 2 3 1 0 0 1 0 1 3 6 2 1 1 0 0 2 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 5 -5 -6 -8 9 -9 -10 -11 -12 14 -14 -16 21 24 20 -20 23 28 -22 -17 -18 -25 -13 -28 -15 -27 right_child=1 2 3 4 6 -7 7 8 10 11 12 26 13 16 15 18 17 -19 19 -21 22 -23 -24 25 -26 29 27 -29 -30 -31 leaf_parent=0 1 2 3 5 6 5 7 9 10 11 12 26 14 28 15 23 24 17 19 19 22 21 22 25 24 29 27 27 28 29 leaf_value=0.0167387 -0.0412155 0.0374445 0.0405768 -0.0311377 0.0258662 0.0341635 0.0391697 0.0637321 0.0446435 -0.0143811 0.0180409 0.0471324 -0.039495 -0.0199558 0.0335051 0.04385 -0.0135358 -0.000546696 0.0182959 -0.0125129 0.0376048 -0.00908611 -0.0137213 -0.0241587 -0.0405388 -0.0311291 0.0164968 -0.0329551 0.0352599 0.00974427 leaf_count=1712 186 638 160 143 273 364 512 130 180 819 553 234 592 218 389 312 1808 1420 734 5412 215 4183 2271 404 6527 167 728 481 365 6876 internal_value=0 -0.00244385 0.00100501 -0.00288956 -0.00634745 0.213148 -0.0127803 -0.0180948 -0.0216694 0.0963122 -0.0343531 0.035302 -0.0387505 -0.0468066 -0.0121809 3.01105e-05 -0.118978 -0.203184 -0.00943816 -0.0785623 0.0360718 -0.0429612 -0.0927542 0.0786391 -0.301752 0.0599539 0.140174 0.058789 0.201434 0.0811872 internal_count=39006 37294 37108 36470 36310 507 35803 35530 35018 2392 32626 2262 32446 31893 17372 16780 14521 9755 16391 6146 10245 4766 2486 7759 8335 7447 1443 1209 583 7043 Tree=897 num_leaves=31 split_feature=92 29 75 48 66 62 70 89 55 4 23 25 17 59 79 87 46 0 13 75 75 70 85 73 66 70 66 38 24 35 split_gain=2.68365 2.79825 3.08017 4.33808 3.5829 4.92678 5.13745 4.10979 4.05275 3.88947 3.62606 3.43624 3.50093 3.13598 3.05211 3.0413 3.01069 3.14209 4.22633 2.98685 3.22589 2.91944 2.72031 2.61258 2.60245 2.50718 2.49819 2.3652 4.07377 2.61413 threshold=1 1 2 5 0 2 4 1 1 1 3 1 0 0 0 0 1 2 0 1 0 2 1 1 1 1 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=24 14 23 -4 9 13 -7 -8 15 -5 -11 12 -12 -6 -2 19 26 18 -18 -9 -21 -13 27 -3 -1 -26 -10 -19 29 -29 right_child=1 2 3 4 5 6 7 8 16 10 11 21 -14 -15 -16 -17 17 22 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=24 14 23 3 9 13 6 7 19 26 10 12 21 12 13 14 15 18 27 18 20 20 21 22 23 25 25 26 29 28 29 leaf_value=0.0428971 -0.0295127 -0.0183894 0.0629435 -0.0347438 0.0658848 0.0482792 0.0102771 0.0514701 0.0540087 0.0308005 0.038733 0.0370874 -0.0151516 -0.00534285 0.0150353 -0.0110225 -0.0223101 -0.0556805 0.0473702 0.0216947 -0.0238158 -0.000362585 -0.0115323 0.02041 -0.0233954 0.0122824 0.000479598 0.0221225 -0.0321033 -0.0313563 leaf_count=261 1881 170 112 467 166 146 1040 127 155 598 856 145 486 120 452 444 211 364 380 548 149 11152 12574 960 162 1254 612 354 2459 201 internal_value=0 -0.0119939 -0.00515711 -0.014516 -0.0177471 -0.0528554 -0.0622883 -0.0702443 -0.0905881 0.0314464 0.0433286 0.026974 0.250036 0.378592 -0.189829 0.0568396 -0.1169 -0.132396 0.160091 0.171894 0.0789035 0.00744771 -0.14537 0.14334 0.115958 0.0688496 0.102248 -0.259562 -0.211383 0.0500304 internal_count=39006 37329 34996 33866 33754 20050 19764 19618 18578 13704 13237 12639 1342 286 2333 1268 17310 16543 591 824 697 11297 15952 1130 1677 1416 767 3378 3014 555 Tree=898 num_leaves=31 split_feature=1 89 1 12 55 90 42 41 78 89 57 57 4 51 58 86 89 46 58 46 59 70 71 71 14 77 74 64 69 63 split_gain=6.5344 5.94469 5.27258 4.97211 5.45734 6.74878 4.61951 4.61235 4.42553 4.68463 4.67188 4.47275 4.5326 4.15548 4.88766 3.84992 4.37954 3.98622 4.31561 3.97625 4.24036 4.0887 3.94934 3.56981 6.19634 4.12554 3.39719 4.41819 3.80617 3.88437 threshold=6 7 5 11 1 1 1 0 3 3 6 4 2 2 3 4 6 4 4 3 2 1 0 1 0 1 2 2 1 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 5 -5 7 -6 -8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 21 -21 26 25 -25 -24 -22 -28 -29 -30 right_child=1 2 3 4 6 -7 8 -9 9 10 11 12 13 14 15 16 17 18 19 20 22 -23 23 24 -26 -27 27 28 29 -31 leaf_parent=0 1 2 3 5 7 5 8 7 9 10 11 12 13 14 15 16 17 18 19 21 26 21 25 24 24 25 27 28 29 29 leaf_value=0.0523285 0.0503192 0.0424478 0.0447395 0.0364188 -0.0260621 -0.0198151 -0.0309956 0.00808341 0.0263567 0.0496796 0.0350826 0.0377202 0.0249258 -0.0539311 -0.0360337 0.0431958 0.0306146 -0.0606703 0.0242008 -0.028836 -0.0173572 0.0234339 0.0198687 -0.00589013 -0.0419541 -0.00878773 0.0297092 0.010403 0.00152348 -0.00891422 leaf_count=103 108 115 122 145 2377 2826 273 836 308 121 213 182 542 230 183 114 127 132 215 105 608 765 264 1077 2688 3877 344 2580 11809 5617 internal_value=0 -0.0024775 -0.0056644 -0.00900825 -0.0120032 -0.149182 -0.000994614 -0.154656 0.00799198 0.0123961 0.00641297 0.00328399 -0.000969786 -0.00497984 -0.0105064 -0.00731325 -0.00352295 -0.00705579 -0.011563 -0.00895807 -0.0146746 0.163348 -0.0234645 -0.0987656 -0.206507 -0.0383641 -0.00315449 0.00664719 -0.00126256 -0.0205707 internal_count=39006 38903 38795 38680 38558 2971 35587 3213 32374 32101 31793 31672 31459 31277 30735 30505 30322 30208 30081 29949 29734 870 28864 7906 3765 4141 20958 20350 20006 17426 Tree=899 num_leaves=31 split_feature=42 42 52 42 42 78 22 46 28 30 86 70 19 38 7 63 89 7 69 21 64 12 17 13 69 13 47 76 66 24 split_gain=4.31202 3.80882 3.80266 3.7229 3.42506 3.38273 3.26239 3.55815 3.30866 3.42371 2.87604 3.03819 3.36827 3.29313 3.36659 6.36715 6.59769 5.1248 3.49634 4.05947 3.41453 3.61135 4.54139 4.46628 3.14021 3.0395 2.96692 2.87171 2.63856 4.18916 threshold=3 2 3 1 4 12 2 2 3 1 3 3 3 3 0 0 2 1 1 1 2 1 0 0 0 0 1 1 0 0 decision_type=1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 15 20 -17 18 19 -16 -15 22 24 26 25 -22 -23 -19 29 -28 right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 16 -18 27 -20 -21 21 23 -24 -25 -26 -27 28 -29 -30 -31 leaf_parent=0 1 2 3 4 5 6 7 8 9 10 11 12 13 20 19 16 16 27 18 19 25 26 22 23 24 25 29 27 28 29 leaf_value=-0.0519545 -0.0344048 0.0284654 -0.0180724 -0.0553188 0.0423098 -0.0370939 -0.0269716 0.0351761 -0.0245314 0.0261947 -0.0228875 -0.0275257 -0.0391611 -0.0455213 -0.0620449 0.0531133 -0.0182161 0.0386182 0.00283553 -0.00817551 0.0377184 -0.0056142 -0.0102461 -0.0107085 0.0100585 0.0993834 -0.0261699 0.010925 0.0176638 0.0207006 leaf_count=453 1139 315 3606 255 116 414 482 191 1377 314 342 478 227 273 135 154 6948 164 3522 578 321 1385 469 6249 304 122 2259 3129 2531 754 internal_value=0 0.00380235 0.00802986 0.00265794 0.0107454 0.0132716 0.00982301 0.0134329 0.0187775 0.0144717 0.0202565 0.0149169 0.0206325 0.0259757 0.0297441 -0.0116419 -0.145174 0.0689669 -0.0140989 -0.202324 0.0356083 0.0449413 0.230869 0.0183878 0.37991 0.557882 0.0739997 0.126908 0.125403 -0.0365822 internal_count=39006 38553 37414 37099 33493 33238 33122 32708 32226 32035 30658 30344 30002 29524 29297 21769 7102 7528 4235 713 14667 14394 1216 13178 747 443 6929 3293 5544 3013 feature importances: Column_14=1023 Column_24=1014 Column_66=906 Column_39=877 Column_85=827 Column_59=775 Column_41=761 Column_10=753 Column_13=725 Column_61=711 Column_47=692 Column_33=669 Column_31=643 Column_23=631 Column_7=587 Column_42=550 Column_63=549 Column_87=540 Column_35=441 Column_16=432 Column_71=424 Column_74=402 Column_15=400 Column_91=397 Column_75=386 Column_32=375 Column_25=364 Column_84=363 Column_53=355 Column_69=347 Column_37=311 Column_38=289 Column_56=283 Column_89=265 Column_46=265 Column_0=264 Column_65=263 Column_67=259 Column_19=250 Column_36=247 Column_21=239 Column_70=237 Column_29=233 Column_34=225 Column_40=220 Column_17=218 Column_8=213 Column_88=189 Column_79=188 Column_58=187 Column_52=186 Column_86=182 Column_12=182 Column_55=174 Column_43=171 Column_78=169 Column_49=165 Column_54=163 Column_77=160 Column_57=159 Column_22=158 Column_1=145 Column_2=136 Column_3=136 Column_28=126 Column_72=109 Column_6=107 Column_80=101 Column_68=100 Column_76=99 Column_44=99 Column_90=93 Column_18=91 Column_82=88 Column_73=80 Column_48=80 Column_92=76 Column_20=71 Column_4=70 Column_83=67 Column_9=65 Column_26=49 Column_30=42 Column_45=36 Column_11=33 Column_60=32 Column_64=31 Column_50=27 Column_27=26 Column_51=25 Column_5=23 Column_62=22 Column_81=18