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=16 29 34 24 59 77 57 15 52 39 16 76 24 75 16 16 65 10 24 14 23 35 66 8 53 61 78 47 65 28 split_gain=208.865 69.1521 66.9103 67.0235 55.9613 55.144 41.6812 33.4895 29.9303 28.2643 24.0108 31.2246 51.4009 21.6674 15.5501 14.6877 20.2826 11.7148 16.8063 12.863 19.4014 11.6637 8.65416 9.71867 10.0427 11.2315 8.37588 6.16123 5.80417 6.2059 threshold=1.5 3.5 0.5 0.5 2.5 2.5 0.5 0.5 12.5 0.5 0.5 1.5 0.5 4.5 3.5 4.5 0.5 0.5 0.5 0.5 0.5 3.5 8.5 0.5 0.5 0.5 0.5 2.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 5 3 4 6 8 7 14 10 13 11 21 -13 -7 -2 -5 -17 18 19 20 -12 22 -1 24 25 27 -22 -24 -20 -30 right_child=2 -3 -4 15 -6 9 -8 -9 -10 -11 17 12 -14 -15 -16 16 -18 -19 28 -21 26 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_parent=22 14 1 2 15 4 13 6 7 8 9 20 12 12 13 14 16 16 17 28 19 26 21 27 23 24 25 26 27 29 29 leaf_value=-0.0511047 0.147537 0.130263 -0.0361111 -0.0111453 -0.0332386 0.01125 0.00566547 0.0690594 0.0386719 -0.0296926 0.0904891 0.102301 -0.0494547 0.125236 0.242401 0.129208 -0.00685976 -0.04875 -0.0451818 -0.0457031 -0.0125635 -0.0211634 0.00827206 -0.0541318 -0.0429276 -0.0421875 0.0538043 0.0862864 0.0186391 -0.0479508 leaf_count=29714 236 114 729 752 154 180 139 202 208 305 138 182 298 159 139 101 123 1080 1052 240 591 707 102 478 266 108 115 103 169 122 internal_value=0 -0.447023 0.216044 0.443967 0.89806 -0.452515 1.16271 1.42916 -0.464295 0.200019 -0.469287 -0.48868 0.0808594 0.647124 1.827 0.0391906 0.544922 -0.292558 -0.20581 0.00259456 0.133294 -0.497365 -0.50393 -0.303867 -0.107837 0.165335 -0.0175283 0.474695 -0.374023 -0.0927835 internal_count=39006 36431 2575 1846 870 36317 716 577 35673 644 35465 31958 480 339 375 976 224 3507 2427 1084 844 31478 30771 1057 579 313 706 205 1343 291 Tree=1 num_leaves=31 split_feature=13 14 85 69 47 59 71 23 39 31 71 16 39 79 8 8 24 25 28 87 40 8 15 55 59 87 12 47 20 31 split_gain=5207.52 3423.03 972.731 480.087 409.943 409.64 376.572 373.801 342.685 329.041 296.637 287.508 230.844 223.024 191.683 164.089 148.575 145.399 134.713 122.714 117.823 107.093 101.478 99.2319 91.4838 74.1566 91.6152 74.0602 71.9267 66.7237 threshold=2.5 1.5 0.5 1.5 1.5 0.5 2.5 0.5 3.5 1.5 4.5 0.5 0.5 0.5 5.5 4.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 5.5 1.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 8 4 17 11 13 -8 10 25 14 12 15 19 16 -4 -1 22 23 24 27 -21 28 29 -3 26 -6 -14 -2 -5 right_child=3 6 5 18 9 -7 7 -9 -10 -11 -12 -13 20 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=16 28 24 15 29 26 5 7 7 8 9 10 11 27 13 14 15 16 17 18 21 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0450495 0.202399 0.1533 0.0333231 0.215275 0.362138 -0.0276858 0.1525 0.346606 0.14644 0.0454963 0.327958 -0.0120019 0.148669 -0.00701372 0.163197 0.165746 0.126078 0.0522321 0.011063 0.133594 0.0490691 0.281959 0.274656 0.0594643 -0.0104585 0.229891 0.175179 0.234423 0.0430775 0.0391906 leaf_count=16136 1558 1307 2029 1018 2541 1985 810 1322 532 204 112 1167 1465 401 233 618 261 280 361 376 423 714 1126 350 199 276 140 782 158 122 internal_value=0 0.327275 -0.00714515 2.3509 2.64759 0.617495 2.00576 2.7286 -0.31339 3.21876 -0.369882 0.89129 1.11326 1.49155 -0.39446 0.642402 -0.423256 2.06929 1.3438 1.73279 1.58006 2.3078 2.2217 1.64258 1.31661 3.40943 3.52376 1.78513 1.87729 1.96431 internal_count=39006 30872 25743 8134 6283 8469 5129 2132 17274 3161 16742 6484 5317 2997 16630 2647 16397 3122 1851 2596 2670 1090 2842 1490 1506 2957 2681 2247 1716 1140 Tree=2 num_leaves=31 split_feature=8 85 66 14 87 13 59 23 33 39 66 0 82 25 25 69 59 28 39 70 31 87 39 59 66 8 47 33 66 91 split_gain=1167.07 1027.13 621.648 271.472 189.923 175.598 164.326 145.062 139.083 136.609 135.072 105.777 102.416 84.4939 67.7715 66.033 62.5897 80.1307 58.349 56.1665 78.3543 56.0838 53.1156 50.0358 42.3018 50.504 38.548 37.0089 32.4108 29.6537 threshold=9.5 0.5 0.5 1.5 3.5 2.5 0.5 2.5 3.5 3.5 0.5 2.5 0.5 0.5 0.5 2.5 0.5 0.5 2.5 0.5 9.5 4.5 6.5 0.5 2.5 4.5 0.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 6 5 8 22 11 -2 9 24 14 13 -10 15 -5 18 17 -11 21 20 -9 26 -1 -6 29 -26 -3 -20 -7 -4 right_child=7 2 4 10 23 28 -8 19 12 16 -12 -13 -14 -15 -16 -17 -18 -19 27 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=22 7 26 29 14 23 28 6 20 12 17 10 11 12 13 14 15 16 17 27 19 20 21 22 23 25 25 26 27 28 29 leaf_value=-0.0495108 0.109204 0.103065 0.0120824 0.121159 0.121747 0.0317814 0.00343273 0.141848 -0.0170058 0.0616041 -0.00683757 -0.0371462 0.238653 0.0224698 -0.0125 0.19836 -0.0310216 0.252246 0.174181 0.298238 0.317213 0.169328 0.0665532 -0.005625 -0.0418014 0.0793033 0.0306213 0.059375 -0.0453462 -0.0443781 leaf_count=16902 768 1395 2230 916 876 1823 721 437 129 872 1670 212 206 373 243 682 301 128 1160 447 183 487 202 190 3679 183 507 162 325 597 internal_value=0 -0.000423717 0.452013 -0.309616 0.0962557 -0.40525 1.03824 1.8377 -0.0182432 -0.0777926 0.341198 1.18365 1.40205 1.25282 0.931352 1.34011 0.589306 0.860062 1.22186 2.37441 1.93609 1.01198 -0.481401 0.990443 -0.207542 -0.360629 0.837539 1.60113 0.201117 0.00159179 internal_count=39006 37171 15090 22081 9391 19252 5699 1835 8325 7990 2829 4978 335 4766 1159 4393 1301 1000 3711 1067 620 2389 17104 1066 6689 3862 1902 1322 2148 2827 Tree=3 num_leaves=31 split_feature=24 25 66 53 14 66 66 87 85 13 13 41 71 66 59 15 24 13 91 14 15 87 55 41 41 61 66 23 23 14 split_gain=161.528 230.523 223.65 107.701 90.0412 118.528 68.429 47.2589 46.5422 33.3034 28.4354 27.6582 24.7095 21.783 21.2464 25.6002 32.9821 20.6441 20.4319 18.6129 17.7634 17.5758 23.6196 17.2826 14.0782 19.2818 26.1566 9.49492 8.92127 16.1368 threshold=1.5 0.5 1.5 1.5 7.5 0.5 0.5 0.5 4.5 0.5 0.5 1.5 2.5 0.5 0.5 0.5 6.5 2.5 0.5 0.5 0.5 2.5 0.5 0.5 1.5 1.5 3.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=4 6 3 9 8 7 11 12 21 -3 -5 14 -6 -10 15 16 18 -4 -2 -16 -11 28 -23 -12 27 26 -26 -8 29 -1 right_child=1 2 17 10 5 -7 24 -9 13 20 23 -13 -14 -15 19 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 18 9 17 10 12 5 27 7 13 20 23 11 12 13 19 15 16 17 18 19 20 22 22 23 26 25 26 27 28 29 leaf_value=-0.0460418 -0.00957952 0.117321 -0.0441964 -0.021733 0.137045 -0.0357353 -0.0291493 0.213528 0.0369508 0.318506 0.0380515 0.0740506 -0.00296053 -0.0380068 0.00409768 -0.0296681 0.102689 0.0595869 0.0759554 0.124239 0.213158 -0.0357338 0.0520388 0.16019 0.0944196 -0.0443031 -0.0317045 -0.0472898 -0.0528112 -0.00188758 leaf_count=6695 1421 105 546 132 110 765 2279 152 478 154 102 237 152 333 151 1695 172 118 157 115 171 913 187 138 168 339 165 4068 16341 447 internal_value=0 -0.129665 0.708305 1.50795 -0.440381 0.167462 -0.24168 1.13723 -0.468602 2.27485 0.621472 -0.00470175 0.558206 0.0617293 -0.0522939 -0.0996009 0.0912857 -0.25753 -0.0106939 0.560385 2.63077 -0.486098 -0.208125 1.08281 -0.374973 -0.0652902 0.319257 -0.407762 -0.499119 -0.432783 internal_count=39006 12433 1466 802 26573 1179 10967 414 25394 430 372 3948 262 811 3711 3445 1750 664 1578 266 325 24583 1100 240 7019 672 333 6347 23483 7142 Tree=4 num_leaves=31 split_feature=33 38 33 23 33 33 15 38 15 15 47 33 53 23 66 53 53 33 15 31 24 23 14 24 59 66 8 72 31 33 split_gain=6224.87 672.983 137.883 87.3998 23.2172 10.7325 12.7474 7.27527 7.1913 4.71698 1.19482 1.1719 2.48168 5.15192 0.91125 0.520748 0.476672 0.315947 0.371328 0.454268 0.615274 1.4382 0.337701 0.246476 0.211716 0.372311 0.0560609 0.16686 0.502215 0.0526914 threshold=5.5 0.5 3.5 2.5 6.5 2.5 0.5 0.5 1.5 1.5 2.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 8.5 0.5 6.5 10.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 4 5 14 -2 11 -7 -5 -3 10 15 17 13 -13 -4 29 -8 26 19 20 21 -19 -22 -15 25 -23 -1 28 -28 -6 right_child=1 8 3 7 9 6 16 -9 -10 -11 -12 12 -14 23 -16 -17 -18 18 -20 -21 22 24 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=26 4 8 14 7 29 6 16 7 8 9 10 13 12 23 14 15 16 21 18 19 22 25 22 23 24 25 28 27 28 29 leaf_value=-0.0560291 0.334539 0.0459289 0.196875 0.0227064 0.446345 0.0262289 -0.037672 -0.05625 -0.0367788 0.404528 0.42556 0.00216346 -0.0557498 -0.0423801 0.1665 0.433402 -0.05625 -0.0264706 -0.0556462 -0.0557243 -0.05625 -0.0390306 -0.0451844 -0.0541229 -0.05625 -0.05625 -0.0378409 -0.05625 -0.0549938 0.45 leaf_count=27506 114 109 100 109 277 178 109 129 104 167 145 130 1012 146 100 122 195 170 3354 963 589 147 183 238 198 112 110 1072 403 715 internal_value=0 3.80401 -0.534506 0.720462 4.32248 -0.549436 -0.215897 -0.200893 0.0554577 4.4006 4.44773 -0.553861 -0.492833 -0.365516 1.81688 4.47273 -0.495888 -0.556537 -0.541244 -0.519634 -0.493746 -0.441388 -0.536269 -0.496582 -0.507112 -0.464768 -0.559542 -0.54653 -0.513158 4.48979 internal_count=39006 1753 37253 438 1540 36815 482 238 213 1426 1259 36333 1526 514 200 1114 304 34807 5716 2362 1399 627 772 384 457 259 29091 1585 513 992 Tree=5 num_leaves=31 split_feature=10 59 41 68 25 39 69 39 61 56 10 69 71 68 24 59 41 59 41 23 66 41 39 56 92 41 45 25 32 39 split_gain=13172.7 10006.2 1717.5 489.14 405.145 225.83 168.776 140.935 128.111 123.624 97.0402 91.1717 78.3084 76.0537 71.7628 56.6347 52.4579 44.7534 38.9209 44.0414 38.0089 37.8991 40.6658 36.4217 36.3919 29.2843 28.227 23.475 20.1382 19.2208 threshold=4.5 3.5 2.5 3.5 1.5 1.5 3.5 1.5 3.5 1.5 3.5 1.5 1.5 1.5 0.5 1.5 4.5 7.5 1.5 2.5 3.5 1.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 20 9 8 17 11 12 10 15 14 16 23 26 21 27 18 19 -3 -2 29 28 -11 -17 -16 -6 -4 -23 -1 right_child=3 6 5 -5 7 -7 -8 -9 -10 13 -12 -13 -14 -15 25 24 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 20 19 27 3 26 5 6 7 8 23 10 11 12 13 25 24 16 17 18 19 20 28 22 23 24 25 26 27 28 29 leaf_value=-0.0403414 0.443884 0.392143 0.211302 -0.0338496 0.211422 0.0308914 0.200851 -0.0219556 0.0905325 0.0588068 0.114196 0.00229592 0.115875 -0.0361852 0.0251116 -0.00508644 0.381235 0.434687 0.406504 0.1875 0.308061 0.0949948 -0.0376498 0.189296 0.129808 0.181534 0.346611 0.322133 -0.012545 -0.0525153 leaf_count=12188 4139 105 193 113 174 244 191 310 169 308 199 147 100 328 112 752 427 2182 419 108 107 241 626 167 117 132 142 194 139 14233 internal_value=0 0.131554 -0.241074 4.28166 -0.350748 2.26441 4.05524 1.04535 2.70499 -0.39921 -0.423745 1.59998 3.03775 0.471435 2.01395 -0.434757 3.26858 4.19416 3.66693 2.8838 4.40462 -0.452674 -0.0240432 1.04684 0.130754 1.09734 2.72172 2.6686 0.556579 -0.468995 internal_count=39006 34647 31642 4359 30315 1327 3005 1017 1083 29298 28495 707 914 803 560 28296 814 2814 632 213 4246 27427 1006 475 869 244 316 387 380 26421 Tree=6 num_leaves=31 split_feature=38 49 55 38 22 85 44 68 38 49 87 38 66 49 89 85 37 61 53 85 79 17 16 59 49 38 85 21 37 23 split_gain=1430.84 292.681 226.341 151.202 106.673 112.603 57.9119 51.2435 50.6821 45.8029 37.1497 31.1205 27.4931 20.6399 24.0866 23.1379 18.2693 17.5882 16.0224 15.0634 13.6356 12.6145 10.4112 9.56154 8.7658 7.20987 8.86928 6.62273 10.2403 6.20485 threshold=3.5 3.5 9.5 8.5 0.5 8.5 0.5 2.5 1.5 0.5 0.5 1.5 6.5 0.5 3.5 3.5 0.5 0.5 1.5 2.5 0.5 0.5 0.5 0.5 1.5 0.5 3.5 1.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 6 9 13 12 8 18 25 -4 17 -2 15 20 22 -13 19 -3 29 21 -15 -6 -5 -21 -1 -27 28 -24 -11 right_child=3 7 10 23 5 -7 -8 -9 -10 11 -12 16 -14 14 -16 -17 -18 -19 -20 24 -22 -23 27 -25 -26 26 -28 -29 -30 -31 leaf_parent=25 12 18 10 23 22 5 6 7 8 29 10 16 12 21 14 15 16 17 18 24 20 21 28 23 24 26 26 27 28 29 leaf_value=-0.0501322 0.1669 0.157043 0.227009 0.403756 -0.0408809 0.21105 0.267048 -0.0128571 0.299099 -0.0107444 0.0588068 0.121622 0.0167668 0.118033 -0.0406731 0.0800481 0.003125 -0.0456604 0.0519231 0.00598007 -0.0048913 0.0261628 -0.0192073 0.328639 0.0809579 -0.0410473 0.0176551 -0.037218 0.0748326 -0.0432948 leaf_count=28880 152 197 168 208 1087 125 202 105 104 712 110 111 104 183 195 104 162 1482 117 301 138 129 123 146 107 2664 137 133 112 508 internal_value=0 -0.394961 -0.418168 2.62338 -0.433206 0.0330882 1.76979 1.27665 1.62964 -0.464178 1.60454 -0.215323 1.05908 -0.0847323 0.253779 -0.224784 0.513049 -0.27926 1.17874 -0.117821 0.54 0.800481 -0.298067 3.72775 0.256434 -0.490752 -0.381761 0.0290421 0.256117 -0.242982 internal_count=39006 38194 37671 812 37393 2329 458 523 418 35064 278 3383 256 2204 645 1559 273 3110 314 1628 450 312 1455 354 408 31681 2801 368 235 1220 Tree=7 num_leaves=31 split_feature=89 74 46 68 77 34 18 15 41 77 89 40 68 35 10 74 15 24 46 70 82 46 86 68 59 89 6 29 68 66 split_gain=5460.61 2844.36 1552.44 1088.59 607.253 442.779 356.178 308.72 236.884 215.122 214.567 152.668 142.304 140.802 125.725 107.3 90.2565 79.3802 73.2748 66.7037 68.0397 63.5949 60.5419 59.5756 45.9701 43.0747 40.938 44.4531 38.1415 36.6959 threshold=2.5 5.5 1.5 3.5 0.5 13.5 4.5 0.5 1.5 10.5 4.5 0.5 0.5 0.5 3.5 2.5 0.5 0.5 3.5 1.5 7.5 0.5 0.5 9.5 0.5 1.5 1.5 0.5 4.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 15 -3 14 11 12 26 -2 17 18 19 29 -13 22 20 25 -21 -4 24 -5 -1 27 -6 -14 -17 right_child=10 7 8 23 9 -7 -8 -9 -10 -11 -12 13 28 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 12 7 22 24 27 5 6 7 8 9 10 17 28 13 14 29 16 17 18 21 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0476019 0.142002 0.411945 0.273853 0.33676 0.0022692 0.3675 0.372857 0.095625 0.0328785 0.368347 0.416488 0.0830849 0.28523 0.0128963 0.023948 0.263738 -0.021928 0.311067 0.347748 -0.0101286 0.117773 0.151995 0.0975 0.421718 0.150469 0.0283453 0.119531 0.147115 0.425238 0.0802174 leaf_count=29329 286 878 365 152 1288 135 105 190 284 124 1420 109 212 205 101 106 295 266 505 933 128 141 135 179 120 383 216 117 184 115 internal_value=0 -0.0616549 -0.169491 -0.263565 -0.309636 -0.391134 -0.408541 3.55671 2.16178 0.799979 3.66669 0.637602 2.6294 1.62834 2.63246 -0.422363 0.595203 2.448 2.87295 -0.439348 -0.459177 0.111557 2.26238 3.20912 2.54573 -0.466229 0.283331 0.143225 3.50284 1.68241 internal_count=39006 36904 35836 34446 33995 31670 31535 1068 1390 2325 2102 2201 682 580 1106 31430 516 375 1005 30914 29840 1074 500 451 272 29712 1621 1405 396 221 Tree=8 num_leaves=31 split_feature=35 52 90 61 7 75 35 7 61 40 59 61 7 71 61 35 66 31 91 40 78 59 52 66 23 87 41 73 28 16 split_gain=2419.08 1696.45 828.266 551.166 413.611 178.668 168.292 152.382 106.095 96.7743 96.1733 89.228 74.0793 58.3007 56.1164 47.2073 45.5798 49.0356 44.9221 39.9579 34.7009 30.9017 30.3714 28.2942 42.1177 63.511 43.5615 27.269 25.9681 23.2634 threshold=3.5 3.5 11.5 6.5 3.5 1.5 1.5 3.5 11.5 4.5 0.5 3.5 1.5 0.5 3.5 7.5 10.5 2.5 4.5 0.5 0.5 0.5 14.5 1.5 3.5 0.5 0.5 0.5 3.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 5 10 9 14 12 16 15 20 13 -5 23 19 18 21 28 -2 -3 -18 -13 -8 25 26 -25 29 -1 -6 right_child=4 11 -4 8 27 -7 7 -9 -10 -11 -12 22 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=28 19 20 2 13 29 5 23 7 8 9 10 22 12 13 14 15 21 17 18 19 20 21 22 26 24 25 26 27 28 29 leaf_value=-0.0480932 0.162974 0.114123 0.413492 0.173537 0.410483 -0.00821168 -0.0515769 0.200616 0.318316 0.151033 0.0729492 0.427665 0.260156 -0.0121273 0.113357 0.387829 0.13261 -0.0399943 0.0653631 0.316205 0.282346 -0.0113407 0.306213 0.137406 -0.0300548 -0.0410117 -0.00264706 0.265109 0.0493705 0.317474 leaf_count=31777 224 104 208 141 474 274 650 203 173 127 192 272 128 218 197 114 193 436 179 140 154 124 169 332 889 299 170 115 139 191 internal_value=0 -0.275849 -0.342193 -0.367794 2.45033 1.44856 -0.405444 0.13036 1.6696 -0.449966 2.07453 3.19635 1.13193 0.607939 -0.019733 2.6148 -0.457545 0.0896414 -0.470383 2.21909 2.14535 0.763013 3.81122 -0.116827 0.0366124 0.410815 0.899776 3.66274 -0.476687 3.83769 internal_count=39006 37282 36583 36375 1724 944 35715 2740 660 32975 670 699 487 359 2537 478 32848 753 32095 364 258 317 441 2340 1690 801 502 780 31916 665 Tree=9 num_leaves=31 split_feature=16 83 77 41 57 24 70 78 52 76 24 34 16 53 75 15 47 35 14 10 24 23 57 39 66 24 35 10 14 54 split_gain=198.5 61.5232 57.748 56.3993 68.4728 49.018 36.5046 26.2772 25.8909 22.5503 39.5949 39.1602 22.368 20.6965 16.5062 15.4746 12.8674 10.9931 9.96248 14.4196 10.1156 16.1336 8.40857 8.06779 8.33403 7.99592 7.2617 6.53666 7.6016 6.91041 threshold=1.5 3.5 2.5 0.5 0.5 0.5 0.5 0.5 12.5 1.5 0.5 0.5 0.5 0.5 4.5 0.5 1.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 17.5 2.5 3.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 8 4 5 6 15 25 9 12 11 -11 17 14 -4 -2 -8 23 19 20 21 -14 -15 24 27 -7 -5 28 29 -1 right_child=3 -3 13 26 -6 7 16 -9 -10 10 -12 -13 18 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 15 1 14 26 4 25 16 7 8 11 10 11 21 22 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0414448 0.102748 0.124778 0.0134195 -0.0350423 -0.034286 0.0161069 0.231849 0.109269 0.0294509 0.160219 -0.0477321 -0.0279048 0.0737271 0.0198849 0.134605 0.00990022 0.130511 -0.0210331 -0.0505351 -0.0469889 -0.0280484 -0.007497 -0.0447482 -0.0534141 0.0179921 -0.0518013 0.0159989 -0.0549098 -0.0530151 -0.00956324 leaf_count=7898 240 109 109 741 430 361 111 143 227 111 399 102 139 241 113 134 119 718 884 847 845 691 180 15304 105 118 178 3692 3339 378 internal_value=0 -0.439801 -0.445099 0.205464 0.446851 0.705702 1.13199 0.2499 -0.45772 -0.462832 -0.030906 0.716141 -0.47064 0.221924 0.766887 0.713614 1.80132 -0.490013 -0.294848 -0.222257 -0.102143 0.0716083 -0.0762129 -0.496657 -0.459412 -0.00583812 -0.250669 -0.463909 -0.437251 -0.399928 internal_count=39006 36431 36322 2575 1656 1226 604 622 35679 35452 612 213 34840 643 222 374 230 31434 3406 2522 1675 830 421 30716 15412 479 919 15307 11615 8276 Tree=10 num_leaves=31 split_feature=13 14 8 23 39 25 47 54 53 66 14 55 24 43 59 65 42 53 23 31 59 28 39 23 87 25 12 33 59 33 split_gain=3559.74 2283.26 594.07 561.032 518.369 366.187 274.46 219.929 175.471 170.384 172.813 159.408 118.847 118.633 108.407 99.0345 95.806 112.917 84.7437 77.843 71.3534 69.7671 68.4194 66.2202 65.2804 63.7375 62.6892 57.0325 55.2712 54.9639 threshold=1.5 1.5 4.5 5.5 1.5 0.5 1.5 0.5 0.5 0.5 4.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 3.5 2.5 0.5 1.5 0.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 12 6 11 19 -6 20 13 14 16 18 29 26 -1 27 -11 -8 -3 -9 -10 -4 -20 -7 28 -18 -14 -2 right_child=3 9 23 -5 8 25 7 21 22 10 -12 -13 15 -15 -16 -17 17 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=16 29 20 23 3 8 25 19 21 22 18 10 11 28 13 14 15 27 17 24 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0424636 0.165902 0.115949 0.197634 -0.00907783 0.125135 0.0952868 0.253899 0.163134 -0.0143884 0.211323 0.246592 0.0535511 0.144501 0.0205367 0.0410891 -0.0413864 0.0399815 -0.0386551 0.0582236 0.168049 -0.0203194 0.00705142 0.0848257 0.0947546 0.190921 -0.0155896 -0.0384738 0.180274 -0.0362129 0.229892 leaf_count=16035 3484 1379 495 863 1329 613 3094 286 1114 812 1073 629 496 306 285 542 717 1148 418 518 210 232 470 654 255 415 168 173 105 688 internal_value=0 0.213715 -0.0889393 1.63028 -0.176017 1.75615 1.8788 2.25693 0.682172 1.55339 1.84533 1.54821 -0.315221 1.4377 1.68258 0.328678 -0.364658 0.0960241 1.67118 2.42348 0.991 0.967655 0.173116 1.39624 1.11813 0.518989 0.829681 0.681833 1.15442 1.76501 internal_count=39006 27899 23446 11107 22297 10244 9216 4130 2913 4453 2864 5086 19384 1791 4457 1311 18073 2038 1485 3612 1589 518 1584 1149 673 1028 769 890 601 4172 Tree=11 num_leaves=31 split_feature=8 42 39 59 42 87 14 10 23 91 23 91 23 47 13 66 66 42 33 39 69 76 48 54 70 87 25 31 47 8 split_gain=905.437 815.993 572.87 294.733 247.609 225.398 172.841 154.255 124.372 106.521 96.9511 74.265 67.666 66.864 66.2323 63.5318 55.4591 50.8283 45.6743 42.3373 41.3914 40.1401 37.4598 34.3707 32.8358 42.623 32.4464 30.9281 26.5487 26.0079 threshold=7.5 0.5 2.5 0.5 3.5 4.5 1.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 1.5 2.5 0.5 5.5 0.5 13.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 8.5 0.5 18.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 4 7 6 14 11 9 15 29 13 26 23 -1 18 -16 -5 20 -10 -4 -15 -6 -3 25 27 28 -12 -8 -2 right_child=10 3 8 17 22 -7 12 -9 19 -11 24 -13 -14 21 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=14 29 23 20 17 22 5 28 7 19 9 27 11 12 21 16 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0465222 0.0707123 0.14825 0.120187 -0.0309235 0.21847 0.0910403 0.0988486 -0.0348807 0.00720855 0.0118847 0.143076 0.0115492 -0.00941433 0.0834453 0.0273871 0.00508524 -0.032402 0.088111 0.036891 0.125179 0.213367 -0.0326499 0.10347 0.0358681 0.224114 0.098657 -0.0377663 0.265003 0.00559073 0.164424 leaf_count=18342 687 1285 1187 1381 744 681 672 597 2444 763 193 499 1591 1256 1128 259 2466 208 256 155 270 167 166 145 462 331 141 166 193 171 internal_value=0 0.0017737 -0.155539 0.714783 0.974854 -0.302814 -0.341021 0.731808 0.497114 0.819074 1.45308 0.907179 0.201399 1.04113 -0.408614 1.0845 -0.129498 -0.147055 1.23239 0.145069 1.37787 0.702353 1.98341 1.37064 1.8331 1.53709 0.639707 2.02849 0.791308 0.894666 internal_count=39006 36996 30548 6448 4859 25214 24533 3949 5334 2735 2010 3352 2597 2853 21936 1972 3594 1589 1713 2599 1457 1423 910 1430 1152 690 1006 359 865 858 Tree=12 num_leaves=31 split_feature=24 25 66 14 66 10 66 87 88 87 39 42 61 13 24 59 39 55 42 41 15 41 61 66 23 66 15 84 55 39 split_gain=160.687 215.361 160.302 82.9492 98.4049 79.858 65.6294 42.1182 39.4202 37.9856 36.6141 30.5825 28.0176 26.0169 24.3553 25.2083 19.6972 17.8346 17.4472 20.777 15.7875 14.561 21.0524 22.4614 12.0073 11.9635 11.8381 11.623 11.8793 8.15363 threshold=1.5 0.5 1.5 7.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 6.5 1.5 2.5 7.5 0.5 4.5 0.5 2.5 0.5 0.5 1.5 1.5 3.5 0.5 0.5 0.5 2.5 9.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 6 5 7 9 8 12 11 10 26 -3 27 14 -4 15 18 -16 25 19 -2 -12 24 23 -23 -8 -9 -5 28 29 -1 right_child=1 2 13 4 -6 -7 21 17 -10 -11 20 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 19 10 13 26 4 5 24 25 8 9 20 11 12 13 16 15 16 17 18 19 20 23 22 23 24 25 26 27 28 29 leaf_value=-0.0529097 -0.00398154 0.0793305 -0.0436368 0.0982505 -0.0348978 -0.015867 -0.0269047 0.00314263 0.0663585 0.185222 0.271289 0.0486894 -0.0340296 0.0701687 0.149356 0.0813623 0.0170017 0.0607579 -0.0512408 0.0538377 0.184185 0.0883346 -0.0452527 -0.0273991 -0.0476198 -0.0511452 0.00241693 -0.0193606 0.0258017 -0.0436779 leaf_count=15872 1921 112 522 115 746 151 2300 594 163 142 138 169 947 124 106 191 116 180 316 377 239 170 354 166 4030 328 136 685 110 7486 internal_value=0 -0.118134 0.672826 -0.431902 0.158841 1.27995 -0.230666 -0.459899 1.59179 1.01273 1.88209 -0.480249 -0.000419247 -0.203312 0.105087 0.0473294 0.812327 -0.027685 -0.0123495 0.0558763 2.18384 -0.365234 -0.0519318 0.341648 -0.399999 -0.158067 0.478078 -0.487164 -0.495883 -0.499457 internal_count=39006 12443 1449 26563 1139 803 10994 25424 652 393 489 24322 3974 646 3027 2805 222 1102 2614 2298 377 7020 690 336 6330 922 251 24153 23468 23358 Tree=13 num_leaves=31 split_feature=33 38 33 15 24 59 82 53 53 66 47 39 33 33 53 23 33 15 14 7 23 24 24 63 47 15 8 63 66 53 split_gain=4398.3 425.107 42.9296 36.6888 32.4765 32.3592 16.7759 4.49657 2.13377 3.08113 1.30344 1.70046 1.13249 1.05035 2.18885 4.24604 0.312736 0.362849 0.592735 0.7733 0.372857 0.96348 0.249342 0.148956 0.328829 0.122746 0.0865002 0.550911 0.0489184 0.0416111 threshold=4.5 0.5 2.5 0.5 0.5 0.5 0.5 1.5 2.5 2.5 1.5 0.5 6.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 8.5 4.5 10.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 5 13 4 -4 7 -3 10 9 -5 12 -12 -2 16 15 -15 26 18 20 23 21 -18 -17 24 -20 -14 -1 -28 -29 -19 right_child=1 6 3 8 -6 -7 -8 -9 -10 -11 11 -13 25 14 -16 22 17 29 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_parent=26 12 6 4 9 4 5 6 7 8 9 11 11 25 15 14 22 21 29 24 19 20 21 22 23 24 25 27 28 28 29 leaf_value=-0.055565 0.315201 0.0541001 0.131087 0.00124876 -0.0232224 0.184489 -0.0561125 0.256122 -0.0560433 -0.0514561 0.270846 0.299939 0.294045 -0.00218042 -0.055264 -0.0417713 -0.0339655 -0.053587 -0.0559463 -0.032634 -0.0554644 -0.0558888 -0.0537007 -0.0558055 -0.0386975 0.300751 -0.0424296 -0.055816 -0.0506173 -0.055591 leaf_count=27470 122 122 151 113 120 120 164 128 222 114 179 125 857 131 1043 148 164 700 111 182 1340 290 247 175 123 111 198 1305 106 2625 internal_value=0 2.51168 -0.537602 0.00595465 0.640835 2.83458 -0.0819242 2.90701 -0.400083 -0.246788 2.93793 2.82707 2.96838 -0.548973 -0.49051 -0.370692 -0.551613 -0.535977 -0.514333 -0.45104 -0.535184 -0.478471 -0.491906 -0.506758 -0.46901 2.94802 -0.554686 -0.538189 -0.554296 -0.551658 internal_count=39006 1928 37078 720 271 1642 286 1522 449 227 1394 304 1090 36358 1569 526 34789 5710 2385 591 1794 454 395 409 234 968 29079 1609 1411 3325 Tree=14 num_leaves=31 split_feature=10 59 41 25 68 39 56 39 10 52 68 69 37 41 24 15 39 56 57 32 37 59 59 59 31 37 37 41 86 41 split_gain=7485.46 6452.47 1330.64 337.171 234.813 135.168 126.943 107.938 92.7613 67.4958 63.8235 57.9876 57.438 57.1785 46.3563 45.5449 43.7221 33.6541 32.125 31.3614 24.381 25.3914 22.4152 19.3671 20.8397 18.907 18.7565 17.5178 17.4456 16.2102 threshold=4.5 3.5 2.5 1.5 3.5 1.5 1.5 1.5 3.5 1.5 1.5 4.5 1.5 1.5 0.5 4.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 7.5 1.5 2.5 1.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 25 9 8 12 13 15 20 23 14 17 18 26 19 28 29 -15 21 -8 -19 24 -3 -2 -4 -16 -1 -5 right_child=4 11 5 7 -6 -7 10 -9 -10 -11 -12 -13 -14 16 27 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 25 24 26 29 4 5 21 7 8 9 10 11 12 19 27 15 16 22 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0475828 0.291747 0.268273 0.249567 0.0993412 -0.0379471 0.0233911 0.0857083 -0.0275989 0.106071 0.0689216 -0.0343238 0.139564 -0.0117612 0.0835237 0.0216331 0.0921614 -0.0497243 -0.0233208 0.291708 -0.0161111 0.0295007 0.214234 0.0568718 0.289644 0.178284 0.230625 0.163898 0.133891 -0.00268028 0.210446 leaf_count=25097 3995 517 717 105 120 244 206 312 196 145 321 130 116 382 121 103 426 1506 109 273 172 108 197 2222 126 192 125 144 461 118 internal_value=0 0.120713 -0.231147 -0.340057 2.82872 1.76312 -0.387971 0.871289 -0.414265 2.04173 0.475975 2.76214 1.29693 -0.425862 1.54879 2.22769 0.0826609 -0.446758 2.03862 0.437657 0.948004 1.30457 -0.1352 2.81414 2.51481 2.88989 2.3755 0.857288 -0.467658 1.58213 internal_count=39006 34699 31704 30370 4307 1334 29345 1025 28538 1090 807 2995 713 28342 597 945 1081 27261 332 655 486 314 1703 2865 643 4187 842 265 25558 223 Tree=15 num_leaves=31 split_feature=38 49 55 38 22 44 49 16 23 38 49 38 69 49 75 61 23 61 68 16 68 8 55 61 38 21 22 31 55 59 split_gain=1125.11 199.802 202.548 139.268 88.459 74.7388 44.5673 42.8745 42.1683 27.9783 27.1271 21.7308 20.5233 18.289 16.5118 12.9419 12.7708 11.0266 10.0273 13.5507 9.87217 7.57387 7.49589 7.12056 7.66536 7.07548 6.88811 6.42288 6.30878 5.79673 threshold=2.5 2.5 10.5 4.5 1.5 0.5 0.5 2.5 4.5 12.5 4.5 0.5 1.5 0.5 0.5 0.5 5.5 0.5 6.5 0.5 6.5 0.5 2.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 6 13 22 18 10 14 25 17 -4 -2 -5 16 -13 26 19 21 29 -6 23 24 -1 -3 -8 -17 -26 -10 right_child=3 8 12 9 7 -7 11 -9 20 -11 -12 15 -14 -15 -16 27 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_parent=24 13 25 12 14 21 5 26 7 29 9 10 16 12 13 14 27 16 17 18 19 20 21 22 23 28 25 26 27 28 29 leaf_value=-0.046731 -0.014517 0.0950444 0.198183 0.234303 0.0205839 0.193785 -0.0210424 0.1496 0.0668 0.276 0.171077 0.0841331 0.073884 0.0841335 0.141392 -0.0423416 -0.00920364 -0.045351 -0.0558793 0.07694 -0.0558873 -0.0424537 -0.0139914 -0.0523609 -0.0343106 0.0289548 0.0333474 0.0221661 0.0160984 -0.00782684 leaf_count=17441 220 183 144 168 281 189 1346 122 103 283 180 194 102 156 159 189 121 1253 112 149 105 151 339 13429 1236 141 124 137 146 103 internal_value=0 -0.394759 -0.420598 1.68483 -0.435768 0.875933 -0.453093 0.298687 0.682945 2.32262 1.06324 -0.204112 1.48476 0.284542 1.89882 0.16919 0.491602 -0.293655 0.0751716 0.192328 0.0229317 -0.013747 -0.479449 -0.483044 -0.45416 0.670196 -0.162101 -0.149968 -0.289947 0.299222 internal_count=39006 37831 37016 1175 36770 565 35955 815 815 610 504 3364 246 376 327 641 315 2723 693 581 311 432 32591 32252 18823 324 1470 326 1382 206 Tree=16 num_leaves=31 split_feature=68 74 67 34 77 68 67 77 46 46 15 57 10 57 46 74 59 57 68 36 15 15 23 41 41 59 68 82 66 70 split_gain=3621 1828.11 1583.73 525.605 455.737 262.452 211.847 202.006 172.466 146.513 137.634 114.372 168.467 107.331 104.919 103.282 91.0666 83.4964 72.7499 66.5329 56.4405 56.2323 51.8506 46.0331 43.936 37.2412 55.8121 34.504 34.355 34.2631 threshold=1.5 5.5 2.5 13.5 0.5 3.5 7.5 8.5 0.5 1.5 0.5 1.5 4.5 3.5 3.5 2.5 4.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 1.5 9.5 6.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 9 16 8 14 22 11 -3 15 13 -13 18 27 17 20 -6 -20 28 -17 -4 29 -10 -7 -27 -1 -2 -11 right_child=5 10 6 -5 7 25 -8 -9 24 23 -12 12 -14 -15 -16 21 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=27 28 10 22 3 18 25 6 7 24 29 10 13 12 13 14 21 16 17 19 19 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.0468954 0.233061 0.276941 0.122313 0.289964 0.00600015 0.285431 0.327952 0.286977 0.285217 0.0452221 0.0767059 0.0462369 -0.0532029 0.263618 0.220218 0.139686 -0.0393854 0.241059 0.0218549 0.189429 0.0574569 -0.0142627 -0.0220455 0.000359563 0.143237 0.0868352 0.292589 0.0744277 0.0940017 0.185933 leaf_count=29204 198 834 263 202 1486 1449 419 148 282 140 190 303 593 162 125 197 117 396 225 213 344 256 240 272 148 105 103 108 133 151 internal_value=0 -0.0931319 -0.193953 -0.296931 -0.322168 2.27699 2.06356 0.62842 1.47735 -0.396334 2.46767 -0.419348 0.307504 1.26863 0.435777 -0.446158 1.49068 1.67266 0.297907 1.06311 1.20541 0.58681 0.546774 0.665331 2.40158 2.74766 1.96053 -0.463822 1.80882 1.21209 internal_count=39006 36161 35137 33785 33583 2845 1352 2197 933 31386 1024 30823 1058 465 2049 29765 1188 1071 1924 438 675 453 503 563 430 1657 208 29312 331 291 Tree=17 num_leaves=31 split_feature=35 52 90 61 7 61 40 14 74 46 66 31 37 7 66 7 23 52 31 23 61 66 91 75 35 23 67 35 31 66 split_gain=1858.63 1168.09 551.385 386.053 347.287 143.203 108.379 90.3915 89.539 76.5523 76.4841 87.0946 61.8129 59.9867 55.0155 55.8914 67.912 46.4314 40.4588 37.704 36.2184 31.3705 30.5245 29.6888 26.5777 23.6643 28.2047 23.1333 18.522 29.2162 threshold=2.5 3.5 6.5 5.5 3.5 4.5 5.5 2.5 3.5 0.5 14.5 1.5 2.5 1.5 1.5 2.5 3.5 4.5 0.5 5.5 8.5 2.5 1.5 1.5 6.5 1.5 0.5 0.5 2.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 5 8 10 9 13 12 14 -12 20 28 -1 22 18 -3 -17 -15 21 -5 27 -6 -10 26 -24 -16 29 -2 right_child=4 17 -4 7 23 -7 -8 -9 24 -11 11 -13 -14 19 15 16 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_parent=14 29 17 2 21 23 5 6 7 24 9 11 11 12 19 27 18 16 17 18 19 20 21 26 23 24 25 26 27 28 29 leaf_value=-0.0516099 -0.0396317 0.121022 0.25359 0.0814227 0.26559 0.231503 0.172482 -0.0397574 0.113393 -0.00973997 0.163196 -0.0317149 0.0189087 0.17028 -0.0449936 0.192851 -0.0313484 0.261786 0.0190447 0.0107479 0.274992 0.223593 0.00871382 0.152296 0.254151 -0.0272047 0.148165 -0.0224486 -0.0463026 0.0658951 leaf_count=20324 209 118 257 148 781 266 106 185 134 134 182 297 106 197 9102 148 377 522 122 109 169 146 256 104 106 490 103 3219 254 335 internal_value=0 -0.287344 -0.35015 -0.378094 1.58018 0.945167 -0.418812 1.02208 0.642561 1.35482 -0.426496 0.461603 1.69487 0.370045 -0.439631 -0.328278 0.318759 2.37012 1.16418 1.16958 2.02168 1.53979 -0.361116 2.52827 1.80375 0.0564548 0.49673 -0.390316 0.0426616 0.267931 internal_count=39006 36511 35871 35614 2495 1610 34726 888 1344 703 34620 479 569 1104 34141 13817 647 640 270 306 463 294 13170 885 240 849 359 12321 798 544 Tree=18 num_leaves=31 split_feature=16 29 77 34 24 59 52 76 24 1 35 47 12 73 75 7 24 78 16 53 16 35 10 10 14 23 24 24 13 7 split_gain=193.49 64.0109 54.3295 53.9446 49.67 33.997 29.0441 22.5709 37.023 50.731 24.5821 20.7572 17.1299 18.6292 20.9099 16.4495 13.2141 16.9219 13.0929 30.8605 11.4512 8.38243 6.58961 6.47323 8.6243 7.40897 9.69425 6.32883 5.64032 5.4988 threshold=1.5 3.5 2.5 0.5 0.5 2.5 12.5 1.5 0.5 0.5 1.5 1.5 3.5 1.5 5.5 0.5 0.5 1.5 3.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 6 4 5 11 7 10 9 -9 20 15 13 14 27 -2 17 22 -6 -20 28 -13 29 24 25 26 -22 -4 -1 -12 right_child=3 -3 12 -5 18 -7 -8 8 -10 -11 16 21 -14 -15 -16 -17 -18 -19 19 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 15 1 27 3 18 5 6 9 8 9 29 21 12 13 14 15 16 17 19 19 26 21 22 23 24 25 26 27 28 29 leaf_value=-0.046545 0.0763408 0.118476 0.0540479 -0.0330308 -0.0157748 -0.0267632 0.0393567 0.152356 -0.0484915 -0.0519623 0.00105651 0.0291178 -0.0459037 -0.0422225 0.130811 0.170099 -0.040651 0.0600611 0.115127 -0.022722 0.0655144 0.0915342 -0.0453599 -0.0507758 -0.0505317 -0.0245917 -0.0223713 -0.018061 -0.0531578 -0.0410522 leaf_count=15771 137 113 144 753 634 147 203 122 406 105 699 197 159 111 133 188 1730 161 143 185 102 187 393 843 547 978 144 108 13246 217 internal_value=0 -0.429195 -0.435217 0.207392 0.402279 0.761561 -0.448159 -0.453524 -0.02632 0.639089 -0.461791 0.934832 0.20451 0.402907 0.628294 1.3118 -0.266715 -0.105307 0.0363882 0.396658 -0.481891 0.597372 -0.193502 -0.334709 -0.257365 -0.153305 0.186483 0.237366 -0.495579 -0.0886446 internal_count=39006 36435 36322 2571 1818 856 35667 35464 633 227 34831 709 655 496 385 325 3200 1470 962 328 31631 384 1309 2614 1771 1224 246 252 29017 916 Tree=19 num_leaves=31 split_feature=13 14 85 19 25 59 78 63 71 35 47 24 25 35 71 58 1 8 32 19 74 59 23 10 54 41 33 28 23 63 split_gain=2603.9 1739.3 575.819 396.18 246.966 207.451 177.647 174.626 178.589 154.387 148.49 136.003 134.074 92.9298 91.1051 87.9528 85.6259 64.4738 63.5613 63.5609 60.1625 59.0774 57.323 55.5506 54.6199 54.4992 48.7253 46.7249 46.4096 43.4425 threshold=1.5 1.5 0.5 1.5 0.5 0.5 0.5 5.5 3.5 0.5 1.5 3.5 0.5 2.5 2.5 0.5 0.5 2.5 2.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 4.5 0.5 7.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 7 4 6 9 10 8 11 15 18 -1 14 24 19 16 20 -7 23 26 25 -6 -16 -2 29 28 -3 -26 -4 -12 right_child=3 12 5 -5 21 17 -8 -9 -10 -11 13 -13 -14 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_parent=11 23 26 28 3 21 17 6 7 8 9 29 11 12 13 22 15 16 17 18 19 20 21 22 23 27 25 26 27 28 29 leaf_value=-0.0437727 0.129724 0.131942 0.125088 -0.0100703 0.0868866 -0.0408721 0.037395 0.119774 0.179388 -0.00337219 0.207983 0.101656 0.0318756 0.0230819 0.120292 0.000415147 -0.0391626 0.131329 0.188565 0.0189635 -0.0277332 -0.0167314 0.198228 -0.00438546 0.171716 0.0416983 -0.0151607 0.0267153 -0.00316815 0.160245 leaf_count=15506 3835 2005 2454 831 604 1657 522 323 156 1387 2603 282 542 146 545 562 233 113 700 272 172 447 994 142 220 490 103 160 139 861 internal_value=0 0.194242 -0.085848 1.35303 1.44596 0.4136 1.53597 -0.339261 -0.376904 0.606939 1.59645 -0.40483 1.27909 1.85062 1.39794 0.807723 0.927499 -0.287072 1.35331 1.14482 1.00912 0.450525 1.74229 1.25608 1.89945 1.07156 1.25528 1.17243 1.18813 1.96533 internal_count=39006 27935 23474 11071 10240 7207 9189 16267 15944 5437 8667 15788 4461 3990 3919 4050 3488 1770 4677 2380 3255 1051 1539 3977 3844 3083 2108 380 2593 3464 Tree=20 num_leaves=31 split_feature=85 14 59 66 8 13 8 8 66 33 66 84 0 82 69 25 31 14 13 33 63 84 91 84 24 47 66 23 71 71 split_gain=846.811 499.852 382.55 206.819 252.343 146.441 134.145 100.907 105.611 87.4766 110.459 75.0045 73.0608 71.5382 52.8693 52.2548 40.7766 39.2818 36.9703 39.5458 33.6325 33.0185 32.6563 32.4693 30.1385 28.7893 28.2686 27.7767 24.9982 23.1815 threshold=0.5 1.5 0.5 0.5 9.5 2.5 8.5 1.5 0.5 3.5 2.5 4.5 2.5 0.5 1.5 0.5 9.5 1.5 0.5 0.5 6.5 4.5 0.5 5.5 2.5 3.5 3.5 1.5 3.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 5 3 12 9 6 11 8 21 10 14 24 15 -11 22 18 -9 20 27 -20 -12 28 -5 -4 29 -6 -7 -2 -3 -1 right_child=2 7 23 4 25 26 -8 16 -10 13 17 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 27 28 23 22 25 26 6 16 8 13 20 11 12 13 14 15 16 17 19 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0516865 0.0884422 0.0335822 -0.0308616 0.0402269 0.113561 0.028007 0.121413 0.0833552 -0.0152456 -0.0131661 -0.0319272 0.114114 -0.0366509 0.213319 0.0967008 0.0197829 0.184832 0.0447556 0.124799 0.0516867 0.0585077 0.158705 -0.0273523 0.0925376 -0.00166164 0.190961 -0.0457098 0.0049529 0.104527 0.0129127 leaf_count=15965 985 645 3074 2393 547 1798 185 879 1465 104 2499 140 213 168 697 376 168 487 2780 368 213 161 433 109 695 265 334 226 333 301 internal_value=0 -0.208454 0.458269 0.615481 0.386853 -0.367673 -0.442675 0.508532 0.266216 0.235035 0.181438 -0.468383 0.942188 1.38607 0.442642 0.991162 1.03191 -0.130683 1.05111 1.16649 -0.240737 0.730035 0.305948 -0.263336 -0.483408 1.40723 0.177267 0.737462 0.580715 -0.504421 internal_count=39006 23069 15937 12754 7806 19418 17286 3651 2604 6994 6722 17101 4948 272 3523 4735 1047 3199 4359 3148 2712 1139 2826 3183 16961 812 2132 1211 978 16266 Tree=21 num_leaves=31 split_feature=24 25 66 14 23 10 66 85 17 41 41 71 13 74 84 66 61 41 61 59 24 13 91 13 13 66 59 23 47 13 split_gain=148.104 172.451 117.584 76.0878 72.6728 56.224 54.6414 52.0097 36.1127 27.181 25.9916 27.539 20.9785 20.9107 20.8835 20.0304 19.8469 14.6443 19.3784 14.012 15.4116 17.5836 14.0746 15.2723 12.7839 13.3737 12.7459 12.2725 8.83022 10.7511 threshold=1.5 0.5 1.5 6.5 0.5 0.5 0.5 4.5 0.5 1.5 0.5 1.5 2.5 0.5 3.5 0.5 1.5 1.5 0.5 0.5 6.5 5.5 0.5 2.5 1.5 0.5 0.5 0.5 4.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 6 5 7 10 8 9 14 13 16 11 -5 -4 -3 24 -9 19 27 -19 20 22 -22 -2 -24 -1 -26 -16 28 29 -8 right_child=1 2 12 4 -6 -7 17 15 -10 -11 -12 -13 -14 -15 26 -17 -18 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_parent=24 22 13 12 11 4 5 29 15 8 9 10 11 12 13 26 15 16 18 18 19 21 21 23 23 25 25 26 27 28 29 leaf_value=-0.0503974 -0.0147131 0.134371 -0.0418663 0.130573 -0.033473 -0.0158591 -0.0322287 0.0386437 0.0510228 0.0702489 0.165884 0.00509649 0.0580902 0.232764 -0.0218559 -0.0343058 -0.0369387 0.0542133 -0.0290575 0.0604303 -0.00278285 0.105764 0.0917803 -0.00679431 -0.0183034 -0.0488554 0.0632374 -0.0463875 -0.0487951 0.00523114 leaf_count=20810 2089 349 531 116 790 156 953 490 184 238 107 237 126 107 370 332 868 198 488 174 158 129 136 186 1479 1705 123 4042 620 715 internal_value=0 -0.117539 0.570819 -0.422468 0.11496 1.05522 -0.222628 -0.451964 1.29436 -0.0137747 0.762085 0.479005 -0.197971 1.57897 -0.47235 0.108708 -0.0624173 -0.349129 -0.0313746 0.0260853 -0.0166502 0.459005 -0.0780128 0.357389 -0.482542 -0.343721 -0.00563359 -0.384909 -0.250661 -0.163868 internal_count=39006 12447 1453 26559 1250 796 10994 25309 640 3978 460 353 657 456 24487 822 3740 7016 686 2872 2698 287 2411 322 23994 3184 493 6330 2288 1668 Tree=22 num_leaves=31 split_feature=33 38 33 53 23 25 82 53 23 33 53 23 7 53 33 21 24 23 10 14 13 33 61 63 32 61 23 14 23 91 split_gain=3429.65 244.251 45.3764 25.893 24.6204 24.4646 14.1484 3.96961 3.13173 1.40467 2.73604 7.02129 1.00905 0.428953 0.274283 0.338702 0.49453 0.957849 1.12129 0.282557 0.2736 0.766991 0.193405 0.389325 0.153878 0.151072 0.15111 0.137563 0.109644 0.0852187 threshold=4.5 0.5 2.5 0.5 1.5 0.5 0.5 1.5 4.5 1.5 0.5 0.5 1.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 6.5 0.5 0.5 3.5 1.5 2.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 5 9 4 -4 8 -3 -5 12 14 11 -11 20 -9 -1 16 17 18 -16 28 21 -2 23 -13 -18 26 27 29 -19 -23 right_child=1 6 3 7 -6 -7 -8 13 -10 10 -12 22 -14 -15 15 -17 24 19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=14 21 6 4 7 4 5 6 13 8 11 10 23 12 13 18 15 24 28 18 19 20 29 22 23 24 25 26 27 28 29 leaf_value=-0.0550973 0.24058 0.0472588 0.120875 -0.0011082 -0.00713373 0.142339 -0.055783 -0.0377087 0.196855 0.0116543 -0.0547984 -0.0352843 0.208872 -0.0555831 -0.0267901 -0.0553897 -0.0545913 -0.0484007 -0.0554441 -0.0437442 0.220041 0.224098 -0.0555738 -0.0554684 -0.0455916 0.230681 0.229175 0.227927 -0.0554569 0.219549 leaf_count=29108 122 120 126 129 161 135 154 115 135 127 1028 108 112 195 202 2502 1835 154 121 186 195 257 182 105 113 142 167 149 599 222 internal_value=0 1.96195 -0.532573 0.0256068 0.52246 2.16116 -0.0767285 -0.340124 2.22168 -0.544904 -0.47502 -0.33883 2.24611 -0.48711 -0.54802 -0.532976 -0.516995 -0.480658 -0.371327 -0.519304 2.26 2.27082 -0.499352 -0.451055 -0.540691 2.255 2.24592 2.23387 -0.539912 2.21988 internal_count=39006 1910 37096 726 287 1636 274 439 1501 36370 1550 522 1366 310 34820 5712 3210 1262 323 939 1254 1059 395 213 1948 937 795 628 753 479 Tree=23 num_leaves=31 split_feature=10 59 41 25 68 56 10 71 69 50 13 24 41 31 56 61 89 69 75 41 13 89 32 41 23 25 41 13 14 31 split_gain=5200.51 4757.25 1075.52 305.98 134.444 122.693 97.9418 88.4673 82.6435 68.6132 63.6304 50.3527 49.9319 42.0951 38.6845 36.4941 26.1808 24.0837 23.4808 23.3958 31.0357 22.0156 20.2289 18.1337 17.9718 17.7498 17.6688 18.532 14.7663 14.0807 threshold=4.5 3.5 2.5 1.5 4.5 0.5 3.5 2.5 1.5 0.5 2.5 0.5 1.5 0.5 2.5 3.5 0.5 4.5 2.5 0.5 1.5 0.5 0.5 0.5 2.5 2.5 0.5 2.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -2 6 12 10 11 14 15 25 26 -11 18 21 -16 29 19 -7 24 -4 -14 -13 -21 -5 -1 28 -28 -3 right_child=4 17 7 8 -6 9 -8 -9 -10 13 -12 23 22 -15 16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=26 4 29 21 25 4 19 6 7 8 13 10 23 22 13 16 15 16 17 18 24 20 21 22 23 24 25 28 27 28 29 leaf_value=-0.0487617 0.221238 0.219869 0.20124 0.109765 -0.0403532 -0.0160111 0.109687 -0.0339742 -0.0248659 0.218705 0.0393836 -0.00228847 0.0392608 0.0221649 0.136004 0.0793624 -0.00627658 0.127228 -0.052347 0.129757 -0.0481509 0.123623 -0.0273421 0.0953586 0.0240515 0.196702 -0.00486866 -0.052807 -0.0425009 0.159963 leaf_count=21619 4254 2736 729 150 113 1209 177 114 292 105 174 168 449 101 130 155 114 120 596 170 141 159 478 190 152 204 1499 1447 927 134 internal_value=0 0.113746 -0.222384 -0.329633 2.17721 -0.378094 -0.428047 1.45517 0.794104 0.0778976 1.59238 1.13529 -0.441278 1.27646 -0.0297455 1.75147 0.773645 2.14518 -0.128419 0.00834144 0.438538 1.8808 0.0715641 0.534524 0.809861 1.61417 -0.461508 -0.315352 -0.191208 2.17307 internal_count=39006 34639 31649 30318 4367 29314 26596 1331 1004 2718 1217 712 26419 206 2512 1043 244 2990 2268 1672 463 888 927 358 322 354 25492 3873 2426 2870 Tree=24 num_leaves=31 split_feature=38 49 68 22 85 59 38 89 49 13 85 63 49 38 12 49 68 13 61 86 38 61 49 16 61 49 14 0 47 66 split_gain=931.157 194.138 117.171 85.887 87.3013 68.1192 46.0417 40.8854 38.7554 32.9739 29.36 18.8601 20.119 16.4401 15.3015 14.1649 13.1014 12.5873 11.3105 11.1458 11.0761 9.4224 8.84234 8.62008 8.40428 8.61501 7.38381 7.85296 7.1697 9.09867 threshold=2.5 2.5 3.5 0.5 3.5 2.5 4.5 3.5 0.5 0.5 2.5 9.5 4.5 0.5 0.5 0.5 1.5 1.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 2.5 2.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 5 10 15 6 8 11 -2 -6 20 12 14 17 -3 23 19 18 26 -17 24 -15 -22 -5 25 -1 27 28 29 -12 right_child=2 7 -4 4 9 -7 -8 -9 -10 -11 13 -13 -14 21 -16 16 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 8 14 2 23 9 5 6 7 8 9 29 11 12 21 14 19 16 17 18 19 22 21 22 23 24 25 26 27 28 29 leaf_value=-0.0454438 0.0445642 0.0930501 -0.0364265 -0.0378819 0.194381 0.0295681 0.21466 -0.0426323 0.179219 0.039933 0.0172467 -0.00189676 0.147006 0.0593869 -0.00753647 0.0126643 -0.0291898 -0.0437093 -0.0482722 0.10138 -0.0316404 -0.0171147 0.0325334 0.00317793 -0.0519967 -0.024872 -0.0523151 -0.0557644 0.0484677 -0.0310319 leaf_count=16353 176 267 154 1081 123 143 500 165 205 125 510 100 208 168 103 182 199 1858 465 109 501 163 138 356 12695 1151 164 120 181 343 internal_value=0 -0.385231 1.40062 -0.412896 0.0255545 1.61839 1.80815 0.632476 1.23498 1.19559 -0.442077 0.844087 0.987774 -0.254027 0.667817 -0.152569 0.173206 -0.300522 -0.16275 0.46174 -0.466883 0.228036 -0.165745 -0.27217 -0.473498 -0.440258 -0.0566062 0.00668278 0.0698788 -0.0174083 internal_count=39006 37828 1178 36985 2175 1024 881 843 381 248 34810 678 578 3972 370 1927 490 3641 1783 291 30838 331 639 1437 30199 17504 1318 1154 1034 853 Tree=25 num_leaves=31 split_feature=89 74 67 68 46 34 6 89 67 35 46 68 68 41 74 18 57 75 77 56 61 3 77 24 41 77 41 10 59 23 split_gain=3026.83 1400.09 1234.13 559.989 367.237 199.422 158.018 153.682 143.815 100.643 84.6406 83.7475 70.8667 62.6164 60.2211 52.3751 49.6191 48.0627 41.8096 38.1219 36.8849 32.1001 31.889 41.3997 30.5722 28.7115 28.3303 24.9925 23.2604 22.1415 threshold=1.5 4.5 2.5 1.5 1.5 13.5 1.5 3.5 4.5 5.5 0.5 0.5 4.5 0.5 2.5 2.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 2.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 14 11 10 20 -4 17 16 25 15 18 22 -2 -1 29 -3 26 23 -5 -13 27 -8 -6 -9 -10 right_child=7 9 8 12 13 -7 21 28 19 -11 -12 24 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=18 17 20 10 23 27 5 26 28 29 9 10 24 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0486505 0.0521768 0.211382 0.0143862 0.0838159 0.145869 0.203477 0.15618 0.227834 0.248574 -0.0068408 0.169337 0.211349 0.191013 0.0227568 0.0378686 0.0950333 0.191008 0.184448 -0.00951527 0.10141 0.101314 -0.0102314 0.122316 -0.039642 0.0979279 0.214933 0.0203228 0.035482 0.141236 0.152697 leaf_count=29191 574 918 375 245 223 107 222 1601 530 111 238 399 255 338 397 121 121 139 1402 102 127 137 196 248 121 123 101 125 112 107 internal_value=0 -0.0976994 -0.200609 -0.301827 -0.364806 -0.410754 -0.424764 1.90765 1.63645 1.84924 0.862154 1.33466 1.11168 0.962357 -0.446827 -0.459657 0.780899 0.824686 -0.466291 2.17234 1.99883 0.812716 0.549284 0.248696 1.88017 1.38523 1.15875 1.09146 2.22562 2.33303 internal_count=39006 36060 34904 33552 32487 31678 31571 2946 1352 1156 613 1233 1065 809 31111 30714 810 713 30593 739 1045 460 689 493 520 471 323 348 1713 637 Tree=26 num_leaves=31 split_feature=35 52 58 90 75 7 61 58 0 52 61 29 71 28 46 66 63 59 63 41 7 66 61 58 47 91 35 37 7 69 split_gain=1536.15 941.387 620.913 459.998 193.439 141.677 137.999 93.647 87.9053 84.4028 78.977 85.5319 63.7127 43.2825 40.9545 36.1797 39.2236 35.8202 33.4075 29.5643 29.5148 29.5084 26.082 25.7434 23.5976 23.5881 18.7884 17.1417 26.6598 16.1451 threshold=2.5 2.5 3.5 6.5 2.5 2.5 4.5 6.5 1.5 4.5 6.5 1.5 1.5 4.5 0.5 3.5 1.5 0.5 1.5 0.5 1.5 1.5 6.5 1.5 1.5 3.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 5 10 13 19 9 -3 11 15 14 21 18 -2 17 24 20 -4 22 -1 -8 25 -17 26 -23 28 -28 -25 right_child=4 8 7 -5 -6 -7 12 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 23 -24 29 -26 -27 27 -29 -30 -31 leaf_parent=21 15 9 19 3 4 5 22 7 8 9 10 11 12 13 14 24 16 17 18 19 20 26 22 29 24 25 28 27 28 29 leaf_value=-0.0512661 -0.0171355 0.00393886 0.18944 0.205061 -0.00435113 0.202076 0.0319326 0.315486 0.225977 0.170179 0.232336 0.238491 -0.0370757 0.0857353 -0.0375426 0.0780627 0.00665432 0.027921 -0.0245847 0.0242035 0.201477 -0.0454608 0.140461 0.066172 0.199472 0.0421666 -0.0204358 -0.0478472 0.0798268 -0.0289055 leaf_count=19966 251 246 109 248 427 950 239 200 402 265 135 107 485 121 153 103 224 147 107 100 110 9584 158 196 172 173 2102 1215 131 180 internal_value=0 -0.279738 -0.352162 -0.389194 1.32555 1.54175 -0.418442 2.2118 1.63552 1.06606 1.01769 0.793263 0.290775 -0.448988 0.656936 0.559606 0.806413 1.16002 0.891239 1.14527 1.10415 -0.454413 0.825291 -0.371114 1.56091 -0.388542 -0.400519 -0.255514 -0.137377 0.219097 internal_count=39006 36490 35577 35168 2516 2089 34920 409 913 511 1139 1004 1252 33668 767 897 646 422 614 209 507 33547 397 13581 275 13205 13032 3448 2233 376 Tree=27 num_leaves=31 split_feature=16 77 83 15 16 31 53 52 16 77 76 91 39 75 35 24 24 35 14 10 24 57 59 66 38 89 6 15 16 82 split_gain=183.743 56.7192 45.6831 41.5085 31.7779 30.6295 26.0755 24.3285 20.4772 19.5442 16.86 27.4526 16.4798 16.7598 12.745 10.6015 10.364 10.179 9.50166 11.4664 9.77441 9.56227 13.4877 8.41303 10.4692 7.64248 5.60718 6.77885 5.60701 5.59275 threshold=1.5 2.5 1.5 0.5 2.5 0.5 0.5 12.5 0.5 3.5 1.5 0.5 0.5 4.5 1.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 2.5 8.5 1.5 0.5 0.5 0.5 4.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 7 4 16 -4 14 8 10 25 17 -12 13 -3 -6 -8 -2 23 19 20 21 22 29 26 -25 28 -1 -28 -5 -10 right_child=3 12 5 9 6 -7 15 -9 18 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_parent=26 16 13 5 28 14 5 15 7 29 9 11 11 12 13 14 15 16 17 18 19 20 21 22 24 24 25 27 27 28 29 leaf_value=-0.0502043 0.034859 0.00688305 -0.0411501 -0.0152282 0.0803997 0.11722 0.0609924 0.0289857 0.0424642 0.0857535 -0.0457015 0.0693172 -0.017291 0.101972 0.157384 -0.0315471 -0.026441 -0.0204038 -0.0495184 -0.0451431 -0.0283362 -0.0434923 -0.0514612 -0.0375183 0.0300143 -0.0449889 -0.0143256 -0.0474242 0.0265653 -0.014269 leaf_count=27943 293 191 120 703 212 140 139 219 443 106 309 160 320 155 154 111 253 727 920 836 930 167 129 894 154 379 567 1007 215 110 internal_value=0 -0.42547 -0.439434 0.195151 0.484875 0.510567 0.804801 -0.447226 -0.452619 -0.0824526 -0.472391 -0.0434365 0.218774 0.533332 1.13705 0.241248 0.0915449 -0.479609 -0.282181 -0.211558 -0.110788 0.0587717 0.173727 -0.486508 -0.276089 -0.161342 -0.494161 -0.353021 -0.0524138 0.317101 internal_count=39006 36441 35775 2565 1162 260 616 35515 35296 1403 31761 469 666 346 366 250 546 31292 3535 2615 1779 849 682 30565 1048 1297 29517 1574 918 553 Tree=28 num_leaves=31 split_feature=39 14 13 8 25 85 35 71 19 53 10 41 78 74 47 66 71 67 66 42 42 3 29 32 24 59 63 65 13 28 split_gain=1981.85 984.11 783.04 460.122 242.164 219.431 206.813 139.614 139.443 126.681 125.658 114.081 99.5339 97.6193 96.6368 74.6277 70.712 68.1525 66.2683 73.6322 62.3241 55.5566 55.063 54.5783 54.1148 53.7241 46.1061 45.364 44.4084 40.8128 threshold=1.5 1.5 2.5 3.5 1.5 0.5 1.5 3.5 0.5 0.5 2.5 0.5 0.5 0.5 1.5 5.5 2.5 0.5 5.5 0.5 0.5 0.5 0.5 1.5 3.5 0.5 2.5 0.5 5.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 6 7 10 24 18 13 12 16 14 15 17 25 21 20 19 -4 22 -3 23 -2 -1 27 -5 -7 -8 -16 right_child=4 11 8 26 -6 9 28 -9 -10 -11 -12 -13 -14 -15 29 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 23 21 19 26 4 27 28 7 8 9 10 11 12 13 29 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0462759 0.127514 0.108521 0.145917 0.0026779 -0.014647 0.0978067 0.00352665 0.156701 -0.010449 -0.0303493 -0.0179107 0.0371994 0.0494257 -0.0328819 0.16599 -0.0277393 0.159998 0.0435306 -0.0211258 0.0500528 0.0901843 -0.0176484 0.0304294 0.176654 0.0617475 -0.0252301 0.115757 -0.00862493 0.10739 0.0943864 leaf_count=14819 2384 1903 1344 196 659 1456 734 127 417 2372 275 763 553 786 3111 419 948 403 128 346 1237 167 152 1132 188 259 1015 206 185 322 internal_value=0 0.190755 -0.0034786 -0.165032 1.17418 -0.260175 1.23241 -0.417109 1.00849 0.105867 1.30565 1.05435 1.3359 0.37584 1.37904 0.576402 1.20955 1.2142 1.1985 1.28196 1.27236 1.00319 1.3925 1.44036 -0.443428 0.738962 1.00586 0.85895 0.296198 1.60384 internal_count=39006 27859 24078 21843 11147 20632 10488 15134 2235 5498 9569 3781 9294 3126 8741 2340 3018 5308 1818 1690 4905 2070 3668 3516 15007 1921 1211 1662 919 3433 Tree=29 num_leaves=31 split_feature=85 14 59 42 8 39 39 66 8 31 76 84 84 42 28 91 23 63 66 91 66 85 39 24 13 41 84 23 66 13 split_gain=743.523 453.37 313.7 211.676 165.896 210.03 151.641 123.284 104.171 79.5025 69.1931 69.0491 56.4824 56.3482 50.6696 43.1785 41.7512 39.6876 48.4516 36.4811 29.8055 31.3419 28.3361 27.872 35.9292 33.1055 27.8607 26.3432 25.3897 29.3897 threshold=0.5 1.5 0.5 0.5 5.5 3.5 1.5 0.5 7.5 8.5 1.5 4.5 4.5 3.5 0.5 0.5 1.5 11.5 0.5 0.5 2.5 5.5 0.5 7.5 10.5 0.5 5.5 1.5 0.5 9.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 6 3 4 5 7 8 15 11 12 13 -1 17 23 28 22 19 18 -3 -8 21 -9 -2 24 25 -5 -4 -6 -7 -30 right_child=2 9 26 10 27 14 16 20 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=11 22 18 26 25 27 28 19 21 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 29 29 leaf_value=-0.0502988 0.0270293 0.0553494 -0.0292879 0.0994457 0.0598607 0.103656 0.0439396 -0.00175845 0.0982342 0.144693 -0.0563475 0.10527 0.130018 0.152052 0.185229 -0.028575 -0.0283329 0.0983257 -0.00224903 -0.0195865 -0.0308508 0.0994324 0.0761112 -0.00127051 0.187375 0.0316462 0.0810039 0.134542 0.0292766 0.125677 leaf_count=15772 819 1026 3059 1676 252 747 1495 1983 176 242 141 127 245 704 192 308 1183 292 1827 651 2437 148 1266 141 153 380 110 638 632 184 internal_value=0 -0.20041 0.421826 0.556036 0.390733 0.288234 -0.359384 0.107139 -0.460815 0.467749 0.996362 -0.486648 0.368775 1.05225 0.910201 0.472101 0.074226 0.28738 0.204141 0.252874 -0.126761 0.0595675 0.573108 0.89522 0.948714 0.877044 -0.247696 1.1562 0.782295 0.512583 internal_count=39006 23036 15970 12801 9606 8716 19404 6961 16075 3632 3195 15899 3390 3054 1755 2393 3329 3145 2853 2146 4568 2131 2085 2350 2209 2056 3169 890 1563 816 Tree=30 num_leaves=31 split_feature=24 25 66 14 66 66 88 85 17 42 59 39 39 15 24 13 14 13 66 66 91 41 61 47 84 23 15 41 13 66 split_gain=145.122 163.665 105.948 78.8556 79.3598 51.716 43.5129 42.9191 28.9085 27.5521 42.3465 24.2965 21.3324 20.3623 26.0326 31.1027 25.2326 19.2966 19.0595 14.0328 14.0058 13.346 18.9807 19.9345 12.5033 11.4444 11.3669 16.707 8.74865 11.3251 threshold=1.5 0.5 1.5 7.5 0.5 0.5 1.5 4.5 0.5 3.5 0.5 1.5 0.5 0.5 5.5 4.5 6.5 2.5 0.5 0.5 0.5 1.5 1.5 2.5 2.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 5 6 7 12 13 8 9 19 28 -11 -10 -5 14 20 -16 -15 -4 -9 26 -2 25 23 -23 -14 -7 -3 -28 -1 -30 right_child=1 2 17 4 -6 21 -8 18 11 10 -12 -13 24 16 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31 leaf_parent=28 20 26 17 12 4 25 6 18 11 10 10 11 24 16 15 15 16 17 18 19 20 23 22 23 24 25 27 27 29 29 leaf_value=-0.0506258 -0.00341086 0.192333 -0.0432433 0.134419 -0.0346724 -0.0247989 -0.0316739 0.0342222 -0.0303495 -0.0376827 0.112165 0.111393 -0.00485355 -0.0244288 -0.00440465 0.141129 0.0750389 0.0525586 -0.0382339 0.0819682 0.0637866 0.0721534 -0.0450961 -0.0402026 0.092961 -0.0456768 0.0684703 0.17579 -0.028884 -0.0488081 leaf_count=17307 1483 144 536 179 747 2304 109 469 104 331 144 103 120 1901 125 149 142 122 329 128 162 214 352 123 102 4050 103 112 2808 4004 internal_value=0 -0.110482 0.542165 -0.416053 0.152528 -0.21718 0.967152 -0.446279 1.12755 -0.465336 0.0878231 0.464599 0.83885 -0.0139588 0.150144 0.758715 -0.174474 -0.212715 0.0706187 1.35971 0.0382346 -0.343159 -0.0377249 0.320177 0.406024 -0.378199 1.54651 1.25466 -0.47719 -0.404028 internal_count=39006 12466 1461 26540 1148 11005 803 25392 694 24594 475 207 401 3962 1919 274 2043 658 798 487 1645 7043 689 337 222 6354 359 215 24119 6812 Tree=31 num_leaves=31 split_feature=33 85 33 15 43 24 82 25 53 66 33 53 23 47 33 15 23 24 14 63 47 14 23 66 53 33 8 63 91 66 split_gain=2856.09 171.683 41.8467 31.4379 30.1658 23.5908 15.4814 3.61843 1.64054 1.50955 1.45589 2.68118 5.40133 0.64336 0.3943 0.424433 0.551875 1.74775 0.367415 0.436008 1.02838 0.29642 0.240085 0.521915 0.193578 0.185715 0.106995 0.627878 0.103423 0.0587346 threshold=4.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 2.5 2.5 1.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 3.5 1.5 0.5 9.5 8.5 4.5 0.5 10.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 4 10 5 7 -4 -3 13 9 -5 14 12 -12 21 26 16 17 -16 -18 20 -20 24 23 -14 25 -2 -1 -28 -23 -29 right_child=1 6 3 8 -6 -7 -8 -9 -10 -11 11 -13 22 -15 15 -17 18 -19 19 -21 -22 28 -24 -25 -26 -27 27 29 -30 -31 leaf_parent=26 25 6 5 9 4 5 6 7 8 9 12 11 23 13 17 15 18 17 20 19 20 28 22 23 24 25 27 29 28 29 leaf_value=-0.0548643 0.188418 0.0484453 0.103514 -0.00955205 0.0828066 -0.0210874 -0.0558151 0.15098 -0.0551153 -0.0462628 0.00574584 -0.054375 -0.0553832 0.171713 -0.0266962 -0.0543397 -0.0542815 -0.0536971 -0.0553911 -0.0550394 -0.025339 0.187006 -0.0551597 -0.0326635 0.178709 0.183297 -0.0397642 -0.0550495 0.192965 -0.0488745 leaf_count=27464 262 106 156 117 106 128 159 102 235 120 130 1016 107 105 208 3327 1336 381 127 201 135 177 164 127 163 617 191 1305 132 102 internal_value=0 1.62168 -0.527901 -0.000979365 1.77225 0.532299 -0.0406181 1.82304 -0.40155 -0.271069 -0.540609 -0.467488 -0.332612 1.84239 -0.543872 -0.525359 -0.500879 -0.437633 -0.522278 -0.46356 -0.399964 1.85153 -0.479685 -0.430855 1.83862 1.8479 -0.547518 -0.528024 1.89535 -0.546115 internal_count=39006 1929 37077 756 1664 284 265 1558 472 237 36321 1544 528 1456 34777 5715 2388 589 1799 463 262 1351 398 234 1042 879 29062 1598 309 1407 Tree=32 num_leaves=31 split_feature=10 59 41 25 39 56 89 39 75 50 10 15 61 3 61 41 41 41 39 56 56 48 86 23 24 59 39 41 23 86 split_gain=3815.69 3652.91 861.794 258.132 123.771 79.7813 76.7336 72.4201 72.2563 63.4322 56.9786 48.464 41.9302 41.8525 37.3665 31.1916 29.4601 29.1598 25.8156 21.5478 20.1638 17.0117 14.9437 13.8968 12.844 13.5909 11.5883 18.5195 11.1222 10.749 threshold=4.5 2.5 2.5 0.5 0.5 0.5 3.5 2.5 3.5 0.5 3.5 5.5 1.5 1.5 4.5 1.5 4.5 0.5 0.5 0.5 2.5 0.5 0.5 5.5 1.5 6.5 0.5 0.5 3.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 12 10 -2 11 14 20 15 16 13 17 24 26 21 28 22 -6 -7 -4 -17 -22 -3 -26 27 -1 -5 -29 right_child=6 8 7 4 19 9 -8 -9 -10 -11 -12 -13 -14 -15 -16 18 -18 -19 -20 -21 23 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_parent=27 6 24 21 28 19 20 6 7 8 9 10 11 12 13 14 22 16 17 18 19 23 21 22 23 25 25 26 29 28 29 leaf_value=-0.0448112 0.181397 0.180094 0.135045 0.0571711 -0.0277478 -0.0197035 0.0246838 -0.0174781 0.035978 0.12089 0.0752855 0.0024295 0.00837189 0.178392 0.0710682 0.0121039 0.178496 0.121413 -0.0357662 0.049899 0.0968395 0.0561725 0.113518 -0.0126879 0.106317 0.179444 -0.0518665 -0.0213543 -0.0218217 0.0519253 leaf_count=9724 4201 2739 402 368 1318 1946 141 157 155 166 155 103 330 167 119 195 469 305 488 199 109 127 103 100 174 136 13072 1095 121 122 internal_value=0 0.106839 -0.223625 -0.325599 0.304815 -0.401465 1.78432 1.24024 1.69108 -0.000935612 -0.442813 1.37637 0.760469 0.971272 1.73615 -0.453726 1.48088 0.741464 -0.0116606 -0.163724 -0.117246 1.17657 0.473036 0.497269 1.76743 1.42835 -0.470032 -0.412935 0.388337 -0.138676 internal_count=39006 34664 31341 30083 2808 27275 4342 1258 3323 2321 24954 1101 1291 961 3168 24799 998 794 786 1517 2155 529 298 209 3049 310 24013 10941 489 1217 Tree=33 num_leaves=31 split_feature=38 49 55 22 44 49 85 49 42 49 54 85 38 23 13 38 44 85 31 86 55 18 22 73 85 22 91 39 10 66 split_gain=769.708 169.277 160.221 79.1056 73.3802 55.2617 46.932 35.4642 24.3439 23.2076 19.2759 19.7829 18.3456 17.87 16.49 15.1757 13.1647 10.9779 20.0296 9.53956 8.83555 8.36008 13.9138 8.23633 7.8238 7.07206 6.61582 5.93209 7.30234 13.725 threshold=2.5 1.5 8.5 1.5 0.5 2.5 2.5 3.5 0.5 0.5 0.5 4.5 4.5 4.5 2.5 0.5 4.5 4.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 9 5 12 8 10 -5 17 11 21 24 19 -4 25 23 26 -19 -9 -17 22 -3 -6 -2 -11 27 28 29 -1 right_child=4 7 14 6 16 -7 -8 13 -10 15 -12 -13 -14 -15 -16 20 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 24 22 14 8 23 5 6 19 8 25 10 11 12 13 14 20 16 18 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.029882 -0.0339054 0.00570744 0.148973 -0.0294549 0.15504 0.166499 0.137064 0.0705111 0.0759743 -0.0362525 -0.0325699 0.106824 0.0789608 0.0176982 0.0417916 -0.00432352 0.192016 -0.0362223 0.0535099 0.141309 0.0687374 -0.0458065 0.0952709 0.0950488 0.0383566 0.0147961 -0.0538949 -0.0515067 -0.0542118 -0.0460384 leaf_count=4421 198 456 174 426 260 131 131 154 156 2000 411 123 142 169 100 368 220 1173 149 135 108 118 101 113 113 144 7360 6957 2989 9506 internal_value=0 -0.376679 -0.414111 -0.430506 1.18447 0.647331 0.30797 0.305942 -0.00359853 -0.447741 0.0844886 0.285924 0.270079 0.770943 1.14192 -0.236649 1.59641 -0.465844 -0.254694 1.04174 0.126474 0.124298 0.235007 1.37975 -0.0661816 -0.323774 -0.475138 -0.455787 -0.431446 -0.408805 internal_count=39006 37829 36162 35888 1177 584 713 1667 582 35175 1209 798 453 458 274 2620 593 32555 1322 289 476 675 557 373 311 2144 31233 23873 16916 13927 Tree=34 num_leaves=31 split_feature=89 67 74 46 89 75 6 15 66 59 18 82 77 74 70 59 3 89 42 82 36 53 67 46 10 70 75 24 15 53 split_gain=2333.6 985.245 969.015 346.998 345.652 261.839 182.634 117.948 105.149 93.4557 83.5023 77.7994 58.7265 54.989 53.4052 49.9356 44.7853 42.7101 41.2862 38.0004 31.2388 27.4938 27.2368 38.8194 24.9048 24.4831 24.4788 23.5332 22.6766 21.3341 threshold=0.5 2.5 3.5 1.5 3.5 1.5 1.5 0.5 7.5 3.5 2.5 0.5 0.5 2.5 1.5 2.5 17.5 1.5 0.5 0.5 0.5 4.5 4.5 0.5 1.5 1.5 3.5 0.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 5 11 10 -4 9 22 12 13 16 17 24 21 25 -2 -7 -14 -21 -13 23 -3 -5 26 -1 29 -8 -19 right_child=4 8 7 14 -6 18 28 -9 -10 -11 -12 15 19 -15 -16 -17 -18 27 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 17 23 7 24 4 18 28 7 8 9 10 21 19 13 14 15 16 29 18 20 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0490572 -0.0135471 0.054096 0.16589 0.0757769 0.181155 0.176172 0.120125 0.0245408 0.0118286 -0.0322802 0.108589 0.159386 -0.0251064 0.136469 0.151924 -0.0158215 0.0859998 0.139029 0.0715096 0.00244882 0.119469 0.0346068 0.196017 0.182303 -0.0230227 -0.00920407 0.0294097 0.00916955 0.0235942 0.0300446 leaf_count=27319 1358 181 767 365 1706 789 278 325 237 104 142 351 970 129 275 132 115 164 166 247 148 106 624 188 159 894 196 270 164 137 internal_value=0 -0.151417 -0.251559 -0.352391 1.24362 0.831775 -0.401913 1.35774 1.39597 1.60891 -0.428315 0.434868 -0.438729 0.219678 0.894507 1.07445 -0.464128 0.106135 1.60191 0.00088592 0.525908 1.35911 1.75496 1.324 0.496274 -0.47093 -0.483993 0.565524 0.877918 0.940001 internal_count=39006 33698 32364 31272 5308 3602 30473 1092 1334 1097 30031 2647 29889 2058 799 589 28524 1929 955 1365 395 457 993 369 524 28409 27515 571 442 301 Tree=35 num_leaves=31 split_feature=35 61 52 90 7 40 14 66 29 61 31 66 7 63 46 75 23 40 19 66 40 74 7 59 59 77 13 78 35 23 split_gain=1302.83 789.486 298.399 263.479 140.656 89.0241 85.5667 75.0361 71.6189 87.3499 63.7309 85.5495 60.4538 52.9263 51.1246 39.485 35.6673 32.0186 31.6555 29.4589 27.7869 25.4434 23.9369 21.4555 18.6234 16.9801 19.274 16.1493 15.7834 18.0049 threshold=2.5 5.5 3.5 8.5 2.5 5.5 5.5 2.5 2.5 3.5 1.5 11.5 2.5 2.5 0.5 2.5 2.5 0.5 0.5 2.5 0.5 0.5 1.5 0.5 3.5 0.5 1.5 3.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 8 7 13 -1 9 18 11 12 17 14 20 -6 -14 -9 19 -2 22 -21 -3 -13 25 26 28 -4 29 -19 right_child=4 6 27 -5 15 -7 -8 10 -10 -11 -12 23 16 -15 -16 -17 -18 24 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=7 19 22 27 3 15 5 6 17 8 9 10 23 16 13 14 15 16 29 18 21 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0485217 -0.0437704 0.0728756 0.0905533 0.169928 0.167539 0.137972 -0.0556092 -0.0313066 0.212844 0.144696 -0.0455235 0.138373 0.16464 -0.0166668 0.0224817 0.0417022 0.00487557 0.0906769 -0.0172915 0.117275 0.181226 0.021459 0.17802 0.0173899 -0.0552617 -0.0446999 -0.0224072 0.169016 0.115265 -0.0114871 leaf_count=24139 127 210 168 169 956 110 144 4166 100 271 4673 179 110 100 136 112 144 154 502 267 549 198 111 100 193 158 201 161 182 216 internal_value=0 -0.270132 -0.35214 -0.38084 1.14756 -0.401533 1.19406 -0.409779 0.698057 0.556507 -0.244901 -0.084902 -0.158089 1.33426 1.44348 1.58269 0.852619 -0.217444 0.251741 0.562601 1.58287 0.775313 1.13433 1.00188 0.134354 0.267623 0.407091 1.31777 0.621314 0.342199 internal_count=39006 36473 35223 34894 2533 34725 1250 34615 1465 1365 10476 5803 5524 1106 1006 1068 254 5270 1094 592 870 465 321 279 1104 911 753 329 552 370 Tree=36 num_leaves=31 split_feature=16 77 83 34 24 52 16 31 59 1 76 91 16 12 35 46 34 75 16 65 10 14 15 39 68 39 66 41 10 14 split_gain=165.68 55.4699 51.1299 42.6495 28.0797 27.5001 24.2997 22.9799 22.7667 17.3915 17.3034 27.3082 16.5933 16.3719 14.3969 13.804 15.1234 13.0855 11.5354 25.8905 10.7693 13.8999 10.3319 10.1662 9.42513 8.99542 12.5685 8.66801 6.43849 7.5452 threshold=1.5 2.5 1.5 0.5 0.5 14.5 0.5 0.5 2.5 0.5 1.5 0.5 4.5 3.5 3.5 2.5 0.5 3.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 14.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 4 8 6 10 -4 9 12 14 -12 22 15 25 16 17 -3 -6 -20 21 23 -2 24 27 26 28 -8 29 -1 right_child=3 13 7 -5 18 -7 20 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 22 17 7 3 18 5 27 7 8 9 11 11 12 13 14 15 16 17 19 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0378148 0.0887201 0.0230407 -0.0292133 -0.0325486 -0.0125037 0.0375244 0.0325201 0.109606 -0.0259669 0.00145703 -0.0466125 0.0670254 0.14797 -0.0451697 -0.0136019 -0.0327458 -0.014865 0.116295 0.106498 -0.0178395 -0.0465876 -0.0477213 0.0237188 -0.0316457 -0.034144 -0.0523232 0.0254362 -0.01524 -0.0539311 -0.0516752 leaf_count=8216 288 119 114 755 649 202 582 138 148 126 309 161 120 161 712 107 110 175 131 190 1074 667 158 602 256 15245 147 317 3647 3380 internal_value=0 -0.41325 -0.427816 0.175927 0.340038 -0.436492 -0.442289 0.571746 0.597692 0.728474 -0.464388 -0.0278874 0.866755 0.218127 -0.472015 0.397834 0.575308 0.817769 0.0609487 0.391828 -0.252816 -0.169431 0.683324 -0.06577 0.0586646 -0.480404 -0.438257 0.166824 -0.445482 -0.417878 internal_count=39006 36441 35769 2565 1810 35517 35315 252 840 692 31817 470 566 672 31347 511 404 294 970 321 3498 2424 446 1757 1155 30635 15390 899 15243 11596 Tree=37 num_leaves=31 split_feature=13 14 24 23 8 39 41 66 16 41 66 23 53 23 71 28 42 53 55 70 14 24 39 39 14 59 43 70 49 39 split_gain=1538.24 1182.38 347.376 234.172 201.852 228.661 158.72 98.5579 91.7269 79.3944 77.0273 82.8451 69.9662 68.6197 66.01 60.5261 59.6324 74.3898 56.27 54.042 53.1373 49.4046 47.7004 46.2099 45.809 43.4502 41.2917 38.3798 38.0915 38.0802 threshold=1.5 1.5 0.5 6.5 3.5 1.5 1.5 0.5 1.5 0.5 0.5 6.5 0.5 1.5 2.5 0.5 0.5 0.5 7.5 0.5 0.5 1.5 11.5 3.5 2.5 0.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 14 6 5 12 7 18 15 19 -3 24 13 21 16 28 23 -18 22 -7 -17 -4 25 -1 26 -2 -12 -6 -9 -8 right_child=3 10 4 -5 27 9 29 8 -10 -11 11 -13 -14 -15 -16 20 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 25 10 21 3 27 19 29 28 8 9 26 11 12 13 14 20 17 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0451033 0.0916578 0.0626657 0.000113852 -0.0266516 0.121223 0.107152 -0.0227597 0.138148 -0.0324034 -0.00667824 0.100215 0.0292919 -0.0404913 -0.027085 0.082624 -0.000443862 0.0595885 -0.0392282 -0.0544606 -0.00760974 0.136162 0.0729075 0.141263 0.0672717 0.137102 0.00993211 -0.0320886 0.0531362 0.0277015 0.0597825 leaf_count=11921 3434 1568 934 706 660 1092 425 4360 156 497 576 386 3216 1737 197 244 582 1031 109 211 169 778 557 153 1782 285 121 532 122 465 internal_value=0 0.161787 -0.0884162 1.0027 0.213723 0.0746812 1.05599 1.11561 1.27464 0.681844 0.969215 1.13162 -0.144644 0.068464 -0.34573 1.30792 -0.369071 0.0401184 0.915205 0.914587 0.607995 0.360049 0.943377 -0.430667 1.23678 0.86765 0.827909 0.920136 1.35911 0.254772 internal_count=39006 27974 23541 11032 9657 8465 10326 9436 5051 1800 4433 2865 6665 3449 13884 4895 13687 1613 4385 1303 413 1712 4276 12074 2479 3719 697 1192 4482 890 Tree=38 num_leaves=31 split_feature=24 59 42 8 66 87 14 91 39 42 42 23 2 42 39 23 66 47 39 47 87 56 39 82 23 47 14 63 14 13 split_gain=581.419 298.763 225.063 254.532 273.913 147.409 133.509 129.93 102.729 72.3728 67.6015 64.2174 57.1115 49.3078 46.5671 42.6438 41.2129 37.4147 36.5753 34.0536 30.8862 29.511 28.4955 27.327 25.479 25.3185 25.0833 24.7606 23.0745 22.8796 threshold=0.5 0.5 2.5 5.5 2.5 2.5 1.5 0.5 3.5 0.5 0.5 0.5 0.5 5.5 5.5 0.5 0.5 3.5 0.5 5.5 4.5 0.5 3.5 0.5 1.5 1.5 0.5 6.5 10.5 9.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=5 2 3 4 7 6 10 8 9 16 -1 19 21 27 -6 -8 18 24 26 -10 -18 23 -9 -12 -5 -4 -2 -3 -17 -11 right_child=1 13 25 17 14 -7 15 22 11 29 12 -13 -14 -15 -16 28 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=10 26 27 25 24 14 5 15 22 19 29 23 11 12 13 14 28 20 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0469126 -0.0202604 -0.0394826 0.138857 0.0454571 -0.0351684 0.0648912 0.0565984 -0.0333149 0.102472 0.0723755 0.0185642 0.0437442 -0.0484836 0.074014 0.0567536 -0.0283095 -0.00639874 0.145345 0.0597479 0.206071 0.0862444 -0.0495445 0.0197532 0.101387 0.0975757 0.0605223 0.0525826 0.0329431 0.0406836 0.165824 leaf_count=12914 621 3831 820 513 4094 696 755 1255 1223 901 439 949 820 192 274 823 2132 360 1598 125 159 194 780 279 1069 187 318 236 346 103 internal_value=0 0.296913 0.407412 0.339946 0.226259 -0.263238 -0.316027 0.401291 0.513103 0.35784 -0.404131 0.865726 0.015751 -0.279023 -0.28216 0.20761 0.240206 0.953631 0.416155 1.12713 0.015621 0.359345 -0.106211 0.534686 0.822354 1.25435 0.0712299 -0.343043 -0.0778902 0.830104 internal_count=39006 21740 17481 16474 14532 17266 16570 10164 8129 5832 14646 2297 1732 4259 4368 1924 4828 1942 2537 1348 2291 912 2035 718 1582 1007 939 4067 1169 1004 Tree=39 num_leaves=31 split_feature=24 25 66 14 25 66 87 88 25 66 10 66 84 61 41 41 66 61 17 13 59 59 55 42 87 24 87 71 47 63 split_gain=149.065 142.86 79.1012 67.9885 64.5437 51.3027 50.7082 36.7488 30.4826 27.4064 25.1623 25.0955 20.8606 20.7919 21.9716 18.1254 18.8808 18.0451 16.4734 16.0866 14.753 14.4369 14.2576 14.1892 16.9445 22.0074 12.114 11.9801 11.8508 10.8202 threshold=1.5 0.5 1.5 4.5 0.5 0.5 2.5 1.5 0.5 0.5 0.5 0.5 3.5 1.5 1.5 1.5 3.5 1.5 0.5 2.5 0.5 0.5 9.5 2.5 0.5 5.5 1.5 1.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 5 7 6 11 13 12 10 28 -6 18 27 22 14 20 -7 17 -17 26 -4 23 -14 -1 24 -2 -26 -3 -5 29 -8 right_child=1 2 19 4 9 15 8 -9 -10 -11 -12 -13 21 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=22 24 26 19 27 9 15 29 7 8 9 10 11 21 13 14 17 16 17 18 19 20 21 22 23 25 25 26 27 28 29 leaf_value=-0.0487428 -0.0142048 0.108826 -0.0387748 0.0656399 0.177165 -0.0367897 0.017659 -0.0386695 0.0970432 0.0218391 -0.00089343 -0.0412995 -0.0231416 -0.0299028 0.0876731 0.082492 -0.037166 -0.0243082 0.0543742 0.0479909 0.0610797 0.0682283 0.0332099 -0.0497315 0.00983318 0.0886169 0.17558 -0.00307238 -0.0446662 -0.0378596 leaf_count=22821 1154 332 532 167 104 6346 626 106 149 110 108 881 372 955 153 172 351 164 161 123 181 116 117 290 1040 198 109 320 482 266 internal_value=0 -0.0931393 0.502743 -0.406703 0.0463162 -0.196682 -0.440877 0.843948 -0.0304025 1.12773 0.975014 -0.147435 -0.47113 0.00477552 0.0936102 -0.325775 0.0321383 0.401495 1.09921 -0.173585 0.0465436 0.00235042 -0.482714 4.53969e-05 0.0549623 0.238804 1.26142 0.214299 -0.139062 0.0133084 internal_count=39006 12475 1471 26531 1582 11004 24949 816 1523 214 710 1368 23426 3971 3016 7033 687 336 602 655 2863 488 22938 2682 2392 1238 441 487 1374 892 Tree=40 num_leaves=31 split_feature=24 10 69 74 66 71 59 13 42 14 77 82 34 16 8 59 35 47 7 87 23 24 47 91 66 13 32 84 74 91 split_gain=243.801 244.312 168.798 168.8 141.64 139.506 124.52 122.29 85.034 58.0053 56.5546 38.6986 33.0681 26.3313 17.3564 14.5926 14.5379 15.9069 10.2361 14.4382 7.60519 6.31394 5.75412 9.36195 5.38956 7.18384 8.7026 10.5823 8.85386 4.84557 threshold=0.5 0.5 0.5 0.5 3.5 1.5 0.5 1.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 2.5 0.5 0.5 4.5 1.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 18 -8 17 -6 19 22 -19 24 23 -1 25 26 -2 28 29 -28 right_child=21 -3 -4 -5 16 -7 15 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=23 26 1 2 3 17 5 15 7 8 9 10 11 12 13 14 15 16 20 18 19 20 21 22 23 24 25 29 27 28 29 leaf_value=0.0959561 -0.0396074 -0.049732 -0.0432459 -0.0454811 -0.0387969 -0.0515494 0.016355 -0.0419016 -0.0295345 -0.0357328 -0.0468478 -0.0144501 0.00653079 0.0280612 0.0726836 -0.0534231 -0.0513795 0.0666631 0.152084 0.0540947 -0.0120985 -0.0529048 0.14291 0.143522 -0.0519879 -0.0490938 0.00393617 -0.0505826 -0.0504412 0.0562596 leaf_count=337 2194 6828 2862 1699 329 667 239 441 273 170 132 118 120 127 197 485 820 133 479 118 100 12445 425 193 3609 2715 231 272 122 127 internal_value=0 -0.108769 0.0915321 0.247053 0.397622 0.5538 0.675469 0.814366 0.932714 1.02329 1.08231 1.13572 1.18152 1.22802 1.27345 -0.25571 -0.291968 -0.0221048 1.32784 1.22794 0.374722 -0.491947 1.28802 1.16124 -0.443669 -0.397502 -0.316904 -0.102275 0.0877336 0.247087 internal_count=39006 17291 10463 7601 5902 4520 3853 3129 2688 2415 2245 2114 1996 1876 1749 724 1382 562 1552 1073 233 21715 955 530 9270 5661 2946 752 480 358 Tree=41 num_leaves=31 split_feature=10 59 41 25 56 10 68 59 39 71 39 41 39 68 37 61 41 56 77 25 86 71 47 8 66 21 41 59 69 56 split_gain=2961.81 2991.92 747.523 246.71 102.625 66.7161 65.959 53.8205 53.3523 53.2092 48.0065 44.9317 51.4368 42.2814 33.8314 26.1921 22.373 20.7046 19.6738 19.205 18.3521 18.8356 21.1064 18.793 22.4898 18.0101 17.8659 17.832 29.582 14.1391 threshold=4.5 2.5 2.5 1.5 1.5 3.5 4.5 3.5 1.5 2.5 2.5 0.5 0.5 2.5 1.5 3.5 1.5 0.5 0.5 4.5 2.5 0.5 1.5 0.5 2.5 0.5 0.5 6.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 11 -2 16 14 10 15 17 20 18 19 -4 -3 -1 26 29 21 22 23 24 25 -13 -6 28 -9 -5 right_child=6 7 9 8 13 -7 -8 27 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=17 6 16 15 29 26 5 6 28 8 9 10 25 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0476793 0.154256 0.0202251 0.136346 0.066815 0.0599213 0.0712932 -0.0383565 0.139353 -0.0211882 -0.0336815 -0.00968851 0.00271941 -0.0405737 -0.0424304 -0.0213517 0.0464098 0.131241 -0.0172383 -0.00145261 0.166141 0.0938533 -0.0353106 -0.0189583 -0.0258235 0.132031 0.104202 0.150999 0.156212 0.0349053 0.140282 leaf_count=21552 4242 216 884 356 254 203 108 534 309 109 132 307 3258 275 113 142 101 1311 137 112 110 533 540 179 152 119 125 2376 103 114 internal_value=0 0.0989775 -0.218869 -0.320869 -0.370274 -0.397572 1.52384 1.45303 0.635573 1.08279 1.17441 -0.410109 -0.211323 0.386978 0.881066 1.27266 0.637117 -0.457811 0.688685 1.0365 0.0771954 0.0194791 0.165598 0.404717 0.595578 0.326492 0.910877 1.50294 1.261 0.859999 internal_count=39006 34656 31326 30059 29055 28264 4350 3330 1004 1267 1158 28061 5198 791 695 1026 317 22863 516 582 1940 1830 1297 757 578 426 379 3013 637 470 Tree=42 num_leaves=31 split_feature=49 44 55 22 49 16 44 68 44 49 49 79 44 69 54 43 37 49 71 84 16 61 31 44 53 66 91 61 55 39 split_gain=486.86 196.091 136.126 91.0998 68.0668 54.0125 52.2588 41.7228 30.9767 21.8201 20.6705 15.8413 15.8555 13.794 12.9738 12.8012 11.6217 11.4045 11.3775 15.8332 9.58882 9.42676 8.80141 7.26296 8.06501 6.95997 6.84423 6.2373 6.00642 6.14849 threshold=1.5 4.5 9.5 0.5 7.5 2.5 2.5 2.5 0.5 0.5 3.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 2.5 1.5 1.5 0.5 0.5 1.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 8 6 11 7 10 17 23 14 12 20 -4 18 -12 -11 26 19 21 -5 -2 -16 -10 -25 -21 28 -19 29 -1 right_child=4 -3 13 5 -6 -7 -8 -9 9 16 15 -13 -14 -15 22 -17 -18 27 -20 25 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=29 21 1 13 20 4 5 6 7 23 16 15 11 12 13 22 15 16 27 18 25 20 21 22 24 24 25 26 27 28 29 leaf_value=-0.0421747 0.0571899 0.15097 0.133137 -0.0166116 0.1548 0.106212 0.157794 -0.0334339 -0.0357629 0.0922937 0.112128 -0.038167 0.0646682 0.0389974 -0.0295561 0.0337171 0.00221823 -0.0218088 -0.00655508 0.0532605 0.0351665 -0.0231585 0.0468465 0.054721 -0.0348825 0.11939 -0.0531376 -0.0503187 -0.00610517 -0.0509312 leaf_count=16308 179 156 161 834 218 205 122 370 874 113 260 653 183 101 215 111 148 1673 136 112 233 116 114 106 113 190 7185 612 235 6970 internal_value=0 -0.370079 -0.386867 -0.402703 0.647911 0.0579904 0.499115 0.388046 -0.435174 -0.0847672 0.534111 -0.0761599 0.0704325 1.00878 0.363929 0.90339 0.453599 -0.450713 0.516479 0.638363 -0.0446812 0.271889 -0.0137987 -0.252544 0.122723 0.964161 -0.463725 -0.289812 -0.443651 -0.44769 internal_count=39006 36863 36707 36445 2143 2108 1925 1803 34337 1354 1433 1903 1250 262 1062 371 261 32983 733 597 1067 295 329 1093 219 302 30698 2285 23513 23278 Tree=43 num_leaves=31 split_feature=89 29 46 68 77 34 15 75 89 46 18 59 75 74 70 59 59 46 47 74 89 10 13 42 68 68 70 66 53 13 split_gain=1929.72 799.974 529.429 281.903 208.544 185.491 131.979 128.992 135.899 108.255 74.7858 69.9465 60.0342 52.4327 60.9579 48.2172 47.3194 44.6209 42.7759 42.0951 36.7956 36.1508 27.9237 25.5511 25.2295 22.8555 19.6979 18.4503 17.619 17.2419 threshold=0.5 0.5 1.5 0.5 0.5 13.5 0.5 1.5 3.5 0.5 2.5 4.5 5.5 4.5 0.5 4.5 0.5 0.5 2.5 2.5 1.5 1.5 0.5 0.5 2.5 9.5 0.5 3.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 7 5 10 13 8 19 29 12 23 17 14 -3 21 18 24 22 20 -2 -4 28 -5 -1 -25 -19 -28 -6 -8 right_child=3 6 15 11 16 -7 9 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 26 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_parent=24 20 14 21 23 28 5 29 7 8 9 10 11 12 13 14 15 16 26 18 19 20 21 22 25 24 25 27 27 28 29 leaf_value=-0.0469673 -0.0256838 0.0170613 0.121711 0.155214 0.119605 0.183726 0.020626 0.134655 0.149261 0.151987 0.100082 -0.01953 0.108226 0.151898 0.154872 -0.0348354 -0.0174119 -0.0187414 -0.00940726 0.107136 0.0424395 0.0296216 0.0204851 0.0687539 0.0317419 0.162138 0.0913181 -0.0224332 0.0329816 -0.0412192 leaf_count=27005 1340 367 752 2098 433 105 562 499 231 195 136 108 103 646 183 117 585 808 327 121 532 205 254 230 159 103 163 111 127 401 internal_value=0 -0.148751 -0.270713 1.0914 -0.348309 -0.405641 0.904854 0.581518 0.318725 0.33382 -0.422708 1.44323 -0.433631 1.2627 0.747427 0.952105 0.344979 -0.441929 0.572449 0.0763094 -0.030568 1.06347 0.802774 1.48914 -0.462551 1.04077 0.0139222 0.490157 1.0283 -0.0330042 internal_count=39006 33744 31390 5262 30316 28590 2354 2723 2224 1158 28485 2539 28349 1196 550 1074 1726 28246 1141 1993 1872 957 814 2431 27164 333 1082 274 560 963 Tree=44 num_leaves=31 split_feature=35 52 58 90 7 61 29 58 40 61 69 42 35 58 91 52 77 19 58 0 52 71 87 10 61 31 66 31 40 43 split_gain=1078 582.697 275.942 277.658 247.695 158.152 109.516 107.896 95.9592 69.6949 50.4532 47.0216 46.2759 31.5861 29.8071 29.7625 28.2473 26.2542 24.4066 24.211 27.5211 21.7612 21.4066 21.1857 19.7976 18.5249 18.1738 24.8531 15.921 13.0411 threshold=1.5 2.5 3.5 5.5 3.5 3.5 2.5 6.5 5.5 5.5 0.5 0.5 3.5 6.5 4.5 1.5 0.5 0.5 1.5 0.5 4.5 1.5 0.5 0.5 6.5 0.5 1.5 1.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 8 5 6 7 10 9 14 12 19 22 -4 18 24 -6 -14 28 20 -3 25 23 26 29 -11 -2 -28 -1 -7 right_child=4 11 13 -5 16 15 -8 -9 -10 21 -12 -13 17 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=28 26 20 13 3 16 29 6 7 8 25 10 11 17 13 14 15 16 17 18 19 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.0481439 -0.0387697 0.0012386 0.0851469 0.137867 0.14709 0.0950994 0.181891 0.195028 0.135793 0.0791274 -0.0382651 -0.00928773 0.107521 0.217567 0.044237 0.174414 0.055949 -0.00650304 0.00302815 0.159485 0.127444 -0.0329048 -0.0464049 -0.0343048 0.133422 -0.0113803 0.0881207 -0.0180748 -0.0157858 -0.00195103 leaf_count=30533 144 123 149 232 912 106 114 100 103 248 1214 107 270 121 183 204 125 125 556 386 167 244 398 316 166 143 324 159 925 109 internal_value=0 -0.308287 -0.374192 -0.399358 0.721524 0.416289 0.187203 0.0850229 -0.427328 -0.437106 -0.00855505 1.1891 0.22057 1.56445 -0.456026 1.23821 1.38242 0.779988 -0.462265 1.33645 0.916782 0.236736 -0.00604006 0.173862 0.916886 0.494352 0.393586 0.5713 -0.471648 0.493205 internal_count=39006 34220 33437 33167 4786 3749 3164 3050 32935 32832 2950 783 1736 270 32197 585 1037 395 32014 676 290 635 1341 943 381 391 627 483 31458 215 Tree=45 num_leaves=31 split_feature=16 77 4 34 24 39 76 40 77 59 57 16 16 77 75 1 41 78 24 10 14 89 46 24 59 35 35 10 14 15 split_gain=157.814 48.2687 44.2519 37.7185 25.9326 23.8498 34.7765 26.1016 20.6391 20.8043 20.492 18.8193 15.0785 12.8149 13.1392 13.2785 12.2409 11.8916 18.0045 11.2517 8.11342 8.30218 8.05035 7.4351 8.29868 6.7914 6.36292 5.50895 5.3293 5.28858 threshold=1.5 2.5 2.5 0.5 1.5 0.5 1.5 0.5 3.5 2.5 0.5 0.5 3.5 20.5 4.5 0.5 0.5 2.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 3.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 4 8 6 11 -8 9 10 12 17 16 14 -3 -16 29 22 -19 20 21 23 27 24 -13 -7 -14 28 -1 -2 right_child=3 13 -4 -5 -6 25 7 -9 -10 -11 -12 19 26 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 29 14 2 3 4 25 7 7 8 9 10 24 26 13 15 15 16 18 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0367349 0.0712589 -0.00385475 0.0814924 -0.0318551 -0.0160966 -0.0503961 0.0930415 -0.0551398 0.132623 -0.0371678 -0.0185526 0.0375979 0.0662879 -0.0474726 0.106569 0.0112299 -0.0199686 0.0855095 -0.0372714 -0.0448321 -0.0439269 -0.0551475 -0.0231986 -0.0138314 -0.0379412 -0.0172438 0.124061 -0.0512767 -0.0495443 0.0244118 leaf_count=6694 268 278 141 750 469 16928 154 111 102 186 194 442 132 140 132 122 136 108 211 680 290 135 1296 470 100 377 132 4690 2965 173 internal_value=0 -0.40765 -0.421916 0.169561 0.319327 -0.428259 -0.365676 0.434156 0.45608 0.378901 0.477092 -0.380564 0.60098 0.177941 0.32083 0.64515 0.398995 -0.41147 0.0602863 -0.168181 -0.0579052 0.0235005 -0.421541 0.0905444 0.25898 -0.496167 0.955946 -0.438872 -0.405668 0.551539 internal_count=39006 36464 35792 2542 1792 35651 18346 265 1323 1221 1035 18081 841 672 532 254 577 15964 319 2117 1437 1147 15645 1012 542 17305 264 14349 9659 441 Tree=46 num_leaves=31 split_feature=39 14 10 59 8 13 77 78 13 85 14 71 47 42 31 68 17 71 32 59 34 35 58 61 70 66 29 71 24 63 split_gain=1208.63 618.568 358.364 312.006 288.864 208.998 192.022 139.231 105.982 83.1929 81.5669 68.5753 58.8425 57.9013 54.1284 53.7715 51.3467 45.8546 43.5103 43.3345 42.064 41.4203 40.5593 39.4111 33.637 33.4165 32.6214 31.3524 30.9388 30.6876 threshold=0.5 1.5 2.5 1.5 6.5 2.5 0.5 0.5 0.5 0.5 2.5 2.5 1.5 0.5 0.5 0.5 0.5 4.5 0.5 0.5 0.5 0.5 2.5 3.5 0.5 0.5 0.5 2.5 2.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 3 6 5 9 7 8 10 11 16 29 13 18 -7 20 23 -9 -10 21 27 -11 -14 24 -2 -12 -20 -3 -8 -1 right_child=2 15 -4 -5 -6 14 28 17 12 19 25 -13 22 -15 -16 -17 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 24 27 2 3 4 14 28 17 18 21 25 11 22 13 14 15 16 17 26 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0486177 0.0816573 0.0782897 -0.0451438 -0.0279164 0.0854925 0.0757816 -0.028429 0.000404268 0.0797779 0.0242565 0.0593704 0.0863122 0.119731 0.0609651 -0.0228889 -0.0258724 -0.000254277 0.122146 0.120637 -0.047633 0.0101872 -0.0356267 -0.00661631 -0.0177031 0.0138264 0.130362 0.0227118 0.1229 0.0640847 0.0566497 leaf_count=11952 1734 1588 1416 1346 842 702 815 949 1694 1853 302 154 3926 1546 303 178 770 104 2244 1128 259 836 100 263 383 580 108 610 181 140 internal_value=0 0.0320218 0.748652 0.804012 -0.163291 -0.248738 0.859876 0.901618 0.942634 -0.336579 0.671782 -0.444573 1.03071 0.909791 0.528021 0.790597 0.495345 0.178521 1.01528 -0.056648 0.850542 0.0781323 1.17587 0.629305 0.709876 1.09585 1.16311 0.920022 -0.0783152 -0.470981 internal_count=39006 20545 18461 17045 17910 17068 15699 14703 13650 16063 4032 12246 9618 5592 1005 2635 3150 1053 4046 3817 2457 2689 4026 2380 2117 882 2352 2198 996 12092 Tree=47 num_leaves=31 split_feature=85 14 59 39 42 39 8 66 8 84 8 42 87 76 42 23 23 28 31 41 42 14 14 24 13 41 31 33 63 66 split_gain=583.644 378.498 225.948 132.534 124.289 117.739 145.019 107.686 85.1124 65.2313 62.9267 60.6708 47.614 46.0313 36.4048 35.208 33.3478 26.4203 22.9724 22.2119 21.8927 20.4299 19.3241 19.1514 22.6657 20.6026 18.4517 17.6468 17.3727 17.0849 threshold=0.5 1.5 0.5 1.5 0.5 5.5 5.5 0.5 8.5 4.5 1.5 0.5 2.5 1.5 3.5 0.5 1.5 0.5 9.5 0.5 4.5 1.5 9.5 7.5 10.5 0.5 6.5 1.5 8.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 8 5 6 7 19 9 -1 11 15 21 14 23 -3 27 -7 26 -2 28 29 -17 24 25 -6 -12 -5 -4 -9 right_child=2 10 20 16 13 17 -8 12 -10 -11 18 -13 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=9 19 15 28 27 25 17 6 29 8 9 26 11 12 13 14 22 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0490793 0.0523293 0.0355434 -0.0324916 0.0277562 0.0765971 0.0849873 0.0912161 -0.00717624 0.0799882 0.0926707 0.0879967 0.0804994 0.0435317 -0.0524879 0.115649 -0.0456025 -0.0267706 0.173503 0.128902 0.00376262 0.0520043 0.0253595 0.0100103 -0.00415336 0.140156 0.0251048 0.0318608 -0.0429972 0.0498441 -0.0381348 leaf_count=15760 2274 752 2867 1899 1686 762 901 1774 166 130 494 510 694 137 715 768 1207 124 173 470 166 512 567 141 151 382 386 210 128 2100 internal_value=0 -0.184556 0.365132 -0.343172 0.469278 0.341007 0.259572 0.146246 -0.445563 -0.472217 0.398763 0.203998 -0.0691901 0.780565 0.819384 0.0277141 0.05928 0.996886 0.768193 0.44542 -0.227709 -0.166354 -0.214919 0.696962 0.737037 0.681468 0.622097 0.215624 -0.281251 -0.226085 internal_count=39006 23022 15984 19372 12823 9611 8725 7824 16056 15890 3650 2597 5080 3212 3075 2087 3316 886 1053 2744 3161 4386 1335 2360 2219 2068 880 2109 2995 3874 Tree=48 num_leaves=31 split_feature=66 14 24 59 24 87 41 48 59 42 13 24 42 39 39 47 61 61 41 41 61 39 42 84 41 71 13 47 24 73 split_gain=133.729 122.337 109.496 57.7958 50.9177 40.7672 27.8226 25.9245 41.3299 61.5468 27.9425 22.8989 27.6581 18.3399 17.0881 15.5382 15.4958 15.4464 16.8636 14.5083 12.9211 12.7343 11.6005 10.2316 9.29634 8.73285 8.65948 15.5773 10.6313 8.82946 threshold=0.5 3.5 0.5 0.5 2.5 5.5 0.5 0.5 0.5 1.5 2.5 5.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 1.5 3.5 3.5 0.5 1.5 1.5 4.5 5.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 6 -2 23 14 8 11 10 -10 19 16 -8 25 17 -13 18 -6 20 22 -21 24 -1 -4 -3 -17 28 -28 -30 right_child=4 3 7 -5 15 -7 13 -9 9 -11 -12 12 -14 -15 -16 26 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_parent=23 4 25 24 3 18 5 13 7 10 9 10 16 12 13 14 26 16 17 18 21 20 21 22 23 24 25 28 27 29 29 leaf_value=-0.0470431 -0.0472763 0.0821213 -0.00554619 0.171009 0.00948584 0.0546259 0.157297 -0.0433902 -0.0239903 0.150683 0.0957537 0.109656 -0.0251878 0.0385263 -0.0158983 -0.0431804 0.0207295 -0.0222915 0.106824 -0.0176429 -0.0382098 0.0828871 -0.0483248 0.0132774 0.0298913 0.0154572 -0.0175694 -0.0382424 0.0423456 -0.0342794 leaf_count=6832 18875 160 3066 137 381 212 106 672 374 176 103 198 214 114 416 1313 156 544 113 108 784 138 324 155 421 186 889 1319 405 115 internal_value=0 -0.118402 -0.187805 0.541998 -0.410284 -0.416519 0.347069 0.0104077 0.0555008 0.561719 0.102514 -0.0140006 0.387225 0.985073 0.146597 -0.196425 0.733363 0.0587985 0.352294 -0.0692548 -0.100743 0.43826 -0.0470195 -0.454279 -0.00997101 0.484442 -0.267086 -0.189176 -0.0132137 0.259677 internal_count=39006 15052 13933 1119 23954 7199 982 6734 6062 653 477 5409 568 220 762 5079 354 1038 494 4841 4595 246 3811 6987 3487 346 4041 2728 1409 520 Tree=49 num_leaves=31 split_feature=33 85 33 15 43 23 82 33 33 23 15 66 34 24 32 33 15 24 23 14 70 47 7 15 23 61 23 14 14 8 split_gain=2179.17 109.995 42.4447 23.627 20.8613 15.8108 14.501 2.18658 1.73293 2.20892 3.86403 1.46303 1.8641 1.37595 0.448931 0.385281 0.483117 0.684407 1.272 0.692028 0.339664 0.239937 0.210991 0.183041 0.306756 0.187981 0.152394 0.144232 0.122369 0.122293 threshold=4.5 0.5 2.5 0.5 0.5 3.5 0.5 6.5 1.5 0.5 1.5 3.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 2.5 0.5 3.5 0.5 1.5 2.5 0.5 8.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 4 8 5 7 -4 -3 -2 15 10 -10 12 -5 14 20 29 17 18 -17 26 21 28 27 24 25 -11 -20 -19 -9 -1 right_child=1 6 3 11 -6 -7 -8 13 9 23 -12 -13 -14 -15 -16 16 -18 22 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 7 6 5 12 4 5 6 28 10 25 10 11 12 13 14 18 16 27 26 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0542572 0.126304 0.0445549 0.0806342 -0.00863857 0.0593473 -0.026642 -0.055309 0.141165 -0.00342223 -0.0335771 -0.0517964 -0.0546598 -0.0495321 0.158994 0.151654 -0.027394 -0.0538585 -0.0546589 -0.0446794 -0.0333718 0.149448 0.135588 -0.0414448 -0.0535014 -0.0544203 -0.0483724 -0.0546043 -0.0465865 0.145454 -0.0519339 leaf_count=27486 182 108 177 153 102 100 169 604 172 115 237 174 119 145 127 201 3351 1122 119 142 130 147 102 741 193 104 515 169 195 1605 internal_value=0 1.28136 -0.520097 0.0298284 1.39062 0.472602 -0.0397511 1.4278 -0.53375 -0.450364 -0.295565 -0.359811 -0.252289 1.44754 1.43145 -0.537517 -0.518266 -0.490891 -0.440477 -0.489483 1.42167 1.41203 -0.527581 -0.510206 -0.467304 -0.403995 -0.526375 -0.53629 1.42203 -0.541309 internal_count=39006 1909 37097 723 1632 277 277 1530 36374 1562 409 446 272 1348 1203 34812 5721 2370 977 776 1076 946 1393 1153 412 219 634 1291 799 29091 Tree=50 num_leaves=31 split_feature=10 59 41 39 56 89 2 71 59 76 42 59 88 41 39 68 41 56 24 41 14 41 39 41 61 59 85 3 66 59 split_gain=2400.22 2504.37 649.112 124.256 123.489 107.25 72.9089 55.8723 46.6996 43.0535 39.5229 35.4318 33.6053 24.7156 28.7805 24.3512 23.8596 22.2106 21.3723 21.2996 19.8663 18.9688 20.3247 18.6714 18.2137 12.463 24.1022 12.422 12.335 11.8585 threshold=3.5 2.5 1.5 1.5 0.5 3.5 2.5 2.5 1.5 1.5 1.5 3.5 1.5 0.5 0.5 2.5 2.5 2.5 1.5 1.5 0.5 0.5 0.5 3.5 2.5 6.5 0.5 2.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 7 6 18 13 9 15 10 16 19 -8 27 20 17 24 21 28 -3 29 -6 -23 -5 -4 26 -13 -1 -2 -15 right_child=5 11 3 23 8 -7 12 -9 -10 -11 -12 25 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 28 19 24 23 21 5 12 7 8 9 10 26 12 29 14 15 16 17 18 19 20 22 22 23 24 25 26 27 28 29 leaf_value=-0.0470901 0.137817 0.0159864 0.0901806 -0.0395956 -0.0101846 -0.00908096 0.120851 -0.0419163 0.108215 -0.0437224 -0.0190882 0.13026 -0.0374903 0.00369363 -0.0427275 -0.0450103 0.121111 0.0781966 0.0649 0.122466 -0.0429602 0.0946394 -0.0100286 0.0540447 0.00312803 0.136601 0.0598059 0.0285017 0.0889219 0.0642116 leaf_count=21601 4197 204 513 607 1244 237 151 149 183 104 106 433 108 813 2530 558 867 160 112 103 455 164 169 113 134 2352 181 115 144 199 internal_value=0 0.0814726 -0.225817 0.66374 -0.360633 1.31279 -0.416159 0.863762 0.112526 0.938922 0.996078 1.27991 0.677201 -0.432011 -0.257329 0.0149625 1.05944 0.131703 1.34982 0.618834 -0.0074074 0.0364344 0.4751 -0.208331 0.74413 1.31852 1.11837 -0.466134 1.36499 0.164155 internal_count=39006 34316 31043 2593 28450 4690 25972 1873 2478 1724 1620 3273 259 25713 3997 2295 1514 1737 4453 307 1467 1577 333 720 647 2966 614 21716 4341 1012 Tree=51 num_leaves=31 split_feature=49 44 55 22 85 49 44 49 85 44 42 6 89 89 21 22 49 44 87 15 85 31 18 61 85 79 55 45 39 85 split_gain=420.336 182.539 134.416 76.6508 61.51 58.895 37.6002 35.5031 27.2372 24.3992 21.1526 28.1559 17.9163 12.1486 11.6394 15.9122 11.3283 9.71131 9.53288 9.457 8.48548 10.1838 7.87198 7.84778 7.58419 7.14428 6.7634 6.55238 6.87602 6.12889 threshold=1.5 3.5 9.5 0.5 7.5 4.5 1.5 0.5 4.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 9.5 1.5 0.5 1.5 4.5 1.5 0.5 1.5 2.5 0.5 2.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 10 6 8 17 12 23 25 27 14 -11 15 -2 22 20 -4 -10 26 -22 -7 24 -9 29 -1 28 -12 -5 right_child=5 -3 18 4 -6 16 -8 9 19 13 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 15 1 18 29 4 22 6 24 19 13 28 11 12 13 14 15 16 17 18 19 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.0468048 0.0217901 0.126153 0.11763 -0.0191579 0.132772 0.105691 0.124472 -0.0261181 0.118403 0.0757558 0.0552885 0.12285 -0.0437241 -0.0189215 -0.00669662 0.106906 0.143926 0.00643626 0.0408128 0.0373058 -0.0330964 0.0409339 0.0461868 -0.0497516 0.0108747 -0.0479871 -0.00893697 -0.0552474 -0.018527 0.036888 leaf_count=30033 428 194 170 906 116 243 132 1278 132 158 120 121 309 108 409 113 150 199 100 102 1127 114 115 611 400 486 288 101 143 100 internal_value=0 -0.360452 -0.379286 -0.396517 0.0290647 0.577047 0.348794 -0.427405 0.230938 -0.160533 -0.0909763 0.321436 0.0895895 0.432927 0.222599 0.419505 1.07339 -0.451876 0.941295 0.843254 -0.455654 -0.255788 0.884314 -0.250571 -0.170415 -0.232982 -0.464242 -0.0140979 0.166126 -0.125277 internal_count=39006 36873 36679 36409 2093 2133 1625 34316 1493 2555 1977 485 1259 266 950 541 508 31761 270 234 31562 1241 358 2289 1678 1492 30321 364 263 1006 Tree=52 num_leaves=31 split_feature=89 67 29 68 6 15 34 72 67 68 89 46 70 59 29 61 46 68 57 66 77 6 82 36 77 49 34 41 72 16 split_gain=1624.66 735.597 552.425 224.868 191.356 169.719 162.04 106.549 102.426 100.389 100.119 98.3353 90.73 47.5675 44.415 29.8784 26.8132 26.1452 26.0929 24.463 22.362 21.4386 21.2841 20.8372 20.422 20.0631 18.0377 17.2694 13.2714 12.9817 threshold=0.5 1.5 0.5 0.5 1.5 0.5 11.5 2.5 4.5 1.5 3.5 1.5 1.5 3.5 0.5 0.5 1.5 3.5 2.5 6.5 0.5 2.5 0.5 0.5 0.5 4.5 4.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 7 6 15 9 10 12 11 14 20 16 25 18 -4 -3 -11 26 -10 -1 -6 -22 -24 -7 -5 28 -13 -2 -14 right_child=3 8 5 13 21 24 -8 -9 19 17 -12 27 29 -15 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 28 16 15 25 21 24 6 7 19 17 10 27 29 13 14 15 16 17 18 19 22 21 23 23 24 25 26 27 28 29 leaf_value=-0.0481446 -0.0168049 -0.000102505 0.115955 0.13394 0.0382812 -0.0232462 0.163008 0.139609 0.146252 0.0120418 0.125551 0.0633707 0.158878 0.00763321 0.0980274 0.0194422 0.0869787 0.105165 0.0981492 0.0497618 -0.0355056 0.119444 -0.0152321 0.0972182 0.0688546 0.0612992 0.0745281 -0.00925353 0.0512371 0.0825036 leaf_count=26738 1644 928 915 2295 234 876 111 310 644 398 258 280 191 130 179 145 141 130 110 105 898 241 196 100 105 119 117 216 137 114 internal_value=0 -0.142457 -0.257024 0.97096 -0.364435 0.680128 -0.397069 0.520848 0.912915 -0.413749 0.338285 -0.43846 0.528023 1.27005 0.140447 1.06859 0.172697 0.440921 0.0239186 1.3596 -0.464563 0.826485 -0.168684 0.303911 -0.0940666 1.30975 -0.0444523 0.377028 -0.105853 1.32593 internal_count=39006 33707 31584 5299 29543 2041 29068 2755 2123 28957 2445 28429 1374 2544 2187 1060 1069 528 2008 749 27933 475 1194 296 981 2414 1898 496 1781 305 Tree=53 num_leaves=31 split_feature=61 35 58 90 14 75 40 58 39 34 46 35 41 23 47 63 82 78 87 23 10 47 69 67 66 87 40 63 19 7 split_gain=936.974 630.184 387.503 214.932 111.637 73.0278 72.008 62.3094 55.4224 55.3193 46.3527 40.9243 38.4439 38.3587 36.6825 29.2899 24.6059 24.05 24.0444 23.8355 23.7395 24.7784 28.0012 17.3826 15.1812 14.5622 14.5494 13.5895 11.3334 9.5062 threshold=4.5 3.5 2.5 6.5 5.5 3.5 2.5 9.5 5.5 2.5 1.5 1.5 0.5 1.5 0.5 3.5 0.5 5.5 0.5 5.5 0.5 0.5 0.5 3.5 1.5 0.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 8 14 11 12 9 10 15 17 -4 -8 -3 19 28 24 20 23 21 -13 27 -2 -1 26 -26 -23 -16 -28 right_child=4 5 7 -5 -6 -7 13 -9 -10 -11 -12 18 -14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 29 -29 -30 -31 leaf_parent=24 23 14 12 3 4 5 13 7 8 9 10 21 12 13 28 15 16 17 18 19 20 27 22 23 26 25 29 27 28 29 leaf_value=-0.0497157 0.142461 -0.00127297 0.124212 0.128415 -0.0529673 -0.0300365 0.119979 0.186956 -0.0134731 -0.0218783 -0.00442804 -0.0269877 0.0040252 -0.00738994 0.130757 0.0305306 0.0298286 0.032593 -0.047404 0.0709974 -0.0382681 0.10068 -0.0261266 0.0646797 -0.0371557 -0.0505996 -0.0169054 0.0241373 0.0823284 0.0457661 leaf_count=19444 1238 116 203 192 291 222 164 195 164 129 127 376 250 299 691 122 109 173 801 188 572 262 209 111 6599 4074 1191 158 180 156 internal_value=0 -0.249969 -0.336826 -0.382374 0.951121 0.912046 -0.405264 1.1276 1.05512 1.12389 1.18823 -0.420511 0.64838 0.44447 1.05075 1.24978 1.13927 -0.446438 -0.13141 1.30307 0.0247636 0.213531 0.456535 1.37602 -0.452652 -0.384027 -0.32297 0.73444 1.22061 -0.0931742 internal_count=39006 36636 35318 34670 2370 1318 34478 648 2079 1915 1786 34015 453 463 1096 1659 980 31637 2378 1537 1577 1005 629 1349 31464 12020 7946 420 871 1347 Tree=54 num_leaves=31 split_feature=16 77 83 57 77 41 52 35 15 31 76 91 12 70 78 78 24 46 79 39 75 66 16 16 31 10 14 23 46 10 split_gain=152.804 52.7067 46.6041 32.8276 36.4405 28.2451 24.4241 23.2528 20.3591 18.0619 15.8057 24.3401 14.5088 14.1916 14.0351 13.0677 16.8565 13.0162 13.5746 11.5018 10.4925 8.88302 9.34697 8.10727 7.20487 7.08293 6.79696 6.51463 6.40752 6.60292 threshold=1.5 2.5 1.5 0.5 3.5 0.5 12.5 1.5 0.5 0.5 1.5 0.5 3.5 1.5 2.5 0.5 0.5 2.5 0.5 0.5 5.5 14.5 0.5 4.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 6 4 5 8 7 10 15 -4 19 -12 17 14 26 16 -2 18 20 21 -3 22 28 -7 -15 27 -9 -24 -1 -30 right_child=3 12 9 -5 -6 23 -8 13 -10 -11 11 -13 -14 24 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 29 -31 leaf_parent=28 16 20 9 3 4 23 6 26 8 9 11 11 12 24 14 15 16 17 18 19 20 21 27 23 24 25 26 27 29 29 leaf_value=-0.0453168 0.0711622 0.0372581 -0.0270161 -0.0327962 0.141335 -0.0340216 0.0318895 -0.0250908 0.00398152 0.0980018 -0.0491983 0.057759 -0.0440992 0.075311 0.0483231 0.108684 -0.00583841 -0.0358139 -0.0105136 -0.050853 0.117025 0.0226563 0.021915 0.0258048 -0.00915302 -0.0490642 -0.0545582 -0.0231324 -0.0107841 -0.0525488 leaf_count=13194 271 156 113 622 106 526 223 2293 497 131 297 177 160 123 145 151 219 105 124 15499 122 129 200 166 128 541 658 824 706 400 internal_value=0 -0.396704 -0.412251 0.169912 0.296513 0.217933 -0.421319 -0.427502 0.397549 0.541531 -0.449631 -0.0261836 0.216965 -0.228988 -0.275924 0.609258 0.447233 0.378514 0.539742 -0.457469 0.773856 -0.409293 -0.4151 -0.187428 0.340563 -0.236366 -0.313619 -0.12948 -0.437036 -0.249991 internal_count=39006 36448 35781 2558 1936 1830 35537 35314 1138 244 31967 474 667 3347 3096 641 490 507 402 31493 278 15994 15865 692 251 1565 2951 1024 14300 1106 Tree=55 num_leaves=31 split_feature=39 14 85 24 79 16 1 13 41 41 35 71 8 53 10 63 38 66 63 7 74 58 47 33 33 78 39 0 87 24 split_gain=985.157 610.219 443.963 147.825 139.534 129.385 121.675 87.5715 83.9911 72.7107 72.2382 63.8339 59.429 64.7977 58.1615 54.8981 51.1417 56.407 50.0364 45.2611 44.4398 40.656 35.3001 34.5475 32.4797 33.0019 31.611 33.2962 31.5634 30.4314 threshold=1.5 0.5 0.5 2.5 0.5 0.5 0.5 3.5 2.5 0.5 1.5 1.5 3.5 0.5 4.5 5.5 2.5 0.5 4.5 0.5 0.5 0.5 0.5 5.5 3.5 1.5 11.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 18 9 7 8 12 10 11 14 15 13 20 16 19 17 26 -1 23 21 29 -9 -3 25 -19 27 -2 -11 -4 right_child=6 4 5 -5 -6 -7 -8 22 -10 28 -12 -13 -14 -15 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=18 27 23 29 3 4 5 6 22 8 28 10 11 12 13 14 15 16 25 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0453227 0.0642248 0.0687583 0.0366184 0.0583801 -0.0122045 -0.0316398 -0.0143286 0.0445993 -0.0144911 0.00744426 0.0292484 0.109257 0.0746389 -0.0240946 -0.0548424 0.104276 -0.0365733 0.107484 0.0465321 -0.00207934 -0.023878 -0.0240622 0.114623 -0.0363079 0.0214572 0.0167553 0.111397 0.111446 0.0801697 0.0905649 leaf_count=13371 3185 1699 903 537 1195 1483 622 330 367 970 786 1283 738 1373 177 724 139 4527 247 613 526 289 503 170 177 155 594 478 251 594 internal_value=0 0.14985 -0.0754146 -0.359449 0.604038 0.316636 0.800472 0.438663 0.834253 0.701224 0.857533 0.796331 0.30392 0.180427 0.893055 0.645966 0.904971 0.916954 -0.427236 0.500416 0.361278 0.485758 0.901478 0.625281 1.03288 1.05427 0.770703 0.708105 0.262845 0.59935 internal_count=39006 27799 20894 14155 6905 6739 11207 5256 10585 5710 10218 4489 4423 3685 9432 3206 9255 9116 13618 2482 2312 1786 833 1869 4859 4682 4257 3663 1221 1497 Tree=56 num_leaves=31 split_feature=85 14 66 8 39 87 8 33 66 84 42 91 0 91 39 31 39 33 41 42 63 42 66 54 33 87 23 70 47 53 split_gain=520.458 330.992 131.499 150.331 129.952 88.5197 87.0123 70.9869 71.7539 55.331 51.6329 49.1655 46.1788 37.686 40.7101 31.3999 31.1864 30.8378 30.2958 29.3912 29.7967 24.1341 23.7057 23.4821 21.4251 20.4146 22.9704 19.8553 19.0751 22.9983 threshold=0.5 1.5 0.5 5.5 1.5 2.5 8.5 3.5 2.5 3.5 3.5 0.5 2.5 1.5 2.5 8.5 3.5 0.5 0.5 0.5 11.5 0.5 0.5 0.5 0.5 4.5 1.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 10 5 6 7 9 8 16 -1 12 15 13 14 18 19 21 22 25 20 -3 -4 28 -18 -7 26 -2 -5 29 -6 right_child=2 11 3 27 17 24 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=9 26 20 21 27 29 24 6 7 8 9 10 11 12 13 14 15 23 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0489019 0.0502369 0.0179359 -0.0115964 0.0580562 0.0804159 0.0606409 0.0773072 0.0808846 -0.0337278 0.0671968 0.102596 -0.0204929 -0.0458903 -0.0331691 0.0803432 0.0993824 0.0284319 -0.0311108 -0.00562314 0.0815117 0.0836101 0.042611 -0.00590375 0.114074 -0.00849189 0.0830219 -0.00719575 0.106774 -0.0180135 0.0161602 leaf_count=15749 1683 2050 2236 625 528 1277 170 330 3926 169 634 627 264 230 1510 247 677 924 490 458 270 424 1141 134 235 496 367 403 240 492 internal_value=0 -0.178518 0.341183 0.182786 -0.333304 0.0697495 -0.43931 -0.0401216 -0.0970374 -0.468685 0.564104 0.35699 0.491838 0.528148 0.562165 0.454707 0.119896 0.0624289 0.426026 0.378349 0.27763 -0.00961792 0.188567 0.452717 0.508283 0.505311 0.412975 0.793644 0.384247 0.507918 internal_count=39006 23065 15941 10267 19413 9239 16088 7727 7397 15918 5674 3652 5040 4776 4546 3025 3471 3325 3036 2778 2320 2660 2401 811 1512 2546 2050 1028 1260 1020 Tree=57 num_leaves=31 split_feature=24 66 14 23 85 0 41 15 13 84 42 13 87 71 87 8 47 47 24 15 91 23 84 87 24 39 13 74 47 78 split_gain=141.17 94.0127 66.981 47.5718 43.2758 36.2542 34.8685 25.8389 25.2277 23.8749 22.6473 21.927 18.6456 17.0597 16.6049 16.6158 20.353 15.1914 14.3607 24.5997 13.6392 9.44495 9.05705 8.9142 10.6231 8.59821 8.17569 7.57315 7.48643 7.27032 threshold=1.5 0.5 4.5 0.5 4.5 5.5 1.5 0.5 1.5 3.5 2.5 9.5 0.5 0.5 0.5 0.5 4.5 1.5 5.5 0.5 0.5 0.5 3.5 1.5 4.5 0.5 1.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 6 4 12 10 14 7 11 -7 27 22 20 -4 26 -3 16 18 -6 21 -20 23 -16 25 -2 -25 -1 -8 -9 -12 -27 right_child=1 5 3 -5 17 8 13 9 -10 -11 28 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31 leaf_parent=25 23 14 12 3 17 8 26 27 8 9 28 11 12 13 21 15 16 17 19 19 20 21 22 24 24 29 26 27 28 29 leaf_value=-0.0507709 0.000512491 -0.0396107 0.0187144 -0.0312179 0.0303265 -0.0206903 -0.0111997 -0.0211053 0.129168 0.0631215 0.0158564 0.0904012 0.0925005 0.121217 0.0178296 -0.0491438 -0.0369919 -0.0408138 0.118914 0.000228 0.0689515 -0.0219963 -0.00490256 0.018378 0.0939246 -0.0412428 0.0704433 0.0205089 -0.0351762 0.0157732 leaf_count=15601 1080 3985 389 1007 525 126 102 1728 131 201 429 214 206 166 587 798 1026 257 161 267 193 869 291 400 107 7366 108 236 290 160 internal_value=0 -0.078653 -0.391957 0.0571064 -0.428988 -0.253011 0.162398 0.0987495 0.624087 -0.0760599 -0.450914 0.27336 0.476927 0.745902 -0.284856 -0.165689 -0.081342 0.101436 0.0654841 0.450379 0.191262 -0.0517087 -0.46597 0.11821 0.359415 -0.472267 0.349664 -0.155858 -0.0299714 -0.400886 internal_count=39006 12485 26521 1602 24919 7950 4535 4159 257 2165 24137 1994 595 376 7693 3708 2910 782 1884 428 1780 1456 23418 1587 507 23127 210 1964 719 7526 Tree=58 num_leaves=31 split_feature=33 38 33 15 24 42 33 61 24 53 33 53 23 66 33 15 31 14 47 24 23 39 11 91 24 33 7 8 63 47 split_gain=1934.19 102.66 40.9134 24.3786 15.261 15.2151 9.86303 6.01066 2.22493 1.41728 1.33147 2.40765 5.81358 1.03502 0.488362 0.509196 0.665386 0.955049 1.20818 0.634015 1.24692 0.433271 0.209558 0.214498 0.205904 0.168169 0.15259 0.132016 0.696286 0.100965 threshold=4.5 0.5 2.5 0.5 0.5 0.5 6.5 0.5 0.5 2.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 16.5 0.5 8.5 4.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 6 10 4 -4 -3 7 -2 21 13 14 12 -12 -5 27 16 17 19 -19 20 -16 22 23 26 -14 29 -8 -1 -29 -25 right_child=1 5 3 9 -6 -7 8 -9 -10 -11 11 -13 24 -15 15 -17 -18 18 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_parent=27 7 5 4 13 4 5 26 7 8 9 12 11 24 13 20 15 16 18 18 19 20 21 22 29 24 25 26 28 28 29 leaf_value=-0.0539675 0.11569 0.0503581 0.0796811 -0.0118403 -0.0191589 -0.0559851 0.129184 0.0636637 0.145517 -0.0541584 0.00881309 -0.0533691 -0.0422087 -0.0438689 -0.023433 -0.0533271 -0.0536041 -0.0471915 -0.0158834 -0.0544072 -0.0506766 0.136489 0.13168 0.123347 -0.0544224 0.127008 0.124111 -0.0368961 -0.0536129 0.117748 leaf_count=27507 128 100 157 120 127 193 369 100 166 234 129 1035 149 117 141 3340 985 169 147 579 353 100 137 163 227 153 189 194 1380 118 internal_value=0 1.14995 -0.516175 0.0144777 0.445056 -0.14748 1.24874 0.941274 1.29184 -0.385775 -0.530568 -0.455052 -0.318053 -0.261695 -0.533949 -0.511669 -0.482988 -0.447466 -0.32595 -0.48463 -0.41877 1.27097 1.263 1.2557 -0.493671 1.23149 1.27456 -0.53834 -0.514632 1.21031 internal_count=39006 1916 37090 755 284 293 1623 228 1395 471 36335 1540 505 237 34795 5714 2374 1389 316 1073 494 1229 1129 992 376 434 558 29081 1574 281 Tree=59 num_leaves=31 split_feature=10 41 3 41 24 13 71 50 89 69 61 34 39 14 24 89 39 85 42 84 33 89 24 39 61 89 79 10 84 14 split_gain=1956.82 1373.52 262.207 163.171 129.373 109.24 92.1656 80.9331 79.2598 65.9042 52.6364 45.3778 43.1302 40.284 37.9872 37.39 31.9281 29.8976 26.7339 25.5725 27.5187 25.9001 22.6586 21.5494 21.5299 20.8252 20.49 29.6711 19.4759 19.3549 threshold=3.5 1.5 1.5 0.5 0.5 3.5 3.5 0.5 3.5 1.5 4.5 0.5 1.5 0.5 0.5 1.5 0.5 1.5 1.5 0.5 3.5 1.5 4.5 1.5 1.5 2.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 19 6 10 11 17 24 18 16 29 -9 15 28 26 -2 22 20 21 23 25 -5 -4 -3 -1 -28 -13 -6 right_child=8 5 9 4 12 -7 -8 13 -10 -11 -12 14 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=26 17 25 24 23 29 5 6 13 8 9 10 28 12 13 14 15 16 17 18 19 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.0317612 0.122217 0.113885 0.110672 0.0985 0.0240132 -0.0172077 -0.0545398 0.0097257 -0.00636534 -0.00941574 0.0210143 0.0678715 -0.0466752 0.138659 -0.0328804 -0.0396088 -0.0480685 0.0328157 0.0345395 -0.000310238 -0.0354961 -0.0124863 0.0292277 0.0091995 0.0338243 0.0378394 -0.0298123 0.0653102 -0.0231175 -0.0271211 leaf_count=9730 4302 2915 557 735 1156 449 193 332 228 409 334 458 1627 121 1414 412 10690 101 180 299 129 154 123 150 189 122 494 216 166 621 internal_value=0 0.0758056 -0.168235 -0.225565 0.140793 0.910873 0.977053 -0.316542 1.17572 0.708662 1.0192 -0.340675 -0.151039 0.538594 -0.0421472 0.252854 -0.380529 1.20577 1.06574 0.595997 0.708194 0.788971 1.09382 0.88414 0.965141 1.11604 -0.28579 0.0865733 0.513112 0.0791702 internal_count=39006 34375 30059 28904 4871 4316 3867 24033 4631 1155 3674 23580 3404 453 2450 1036 21130 4403 3340 1467 1168 1039 3160 885 746 3037 10440 710 624 1777 Tree=60 num_leaves=31 split_feature=38 49 55 22 85 68 42 31 49 49 89 38 13 63 61 84 23 38 87 53 15 85 13 71 17 61 38 55 66 53 split_gain=597.267 143.85 120.158 80.5046 55.4735 52.0753 25.6295 25.6477 21.9564 20.6877 20.3822 18.0162 14.7177 13.2979 12.1386 11.652 13.9504 10.9179 8.48219 7.60195 7.23385 7.15075 7.69967 10.8407 6.03771 5.69904 5.72323 5.9816 5.23567 4.90542 threshold=2.5 2.5 8.5 0.5 3.5 3.5 0.5 2.5 0.5 0.5 3.5 5.5 0.5 9.5 0.5 5.5 4.5 0.5 0.5 0.5 1.5 4.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 8 6 9 -5 24 21 11 13 19 -6 15 17 16 20 -10 -4 -2 -3 25 23 -23 -8 26 -1 28 -28 -19 right_child=5 10 18 4 12 -7 7 -9 14 -11 -12 -13 -14 -15 -16 -17 -18 29 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=26 19 20 18 6 12 5 24 7 17 9 10 11 12 13 14 15 16 29 18 19 20 23 22 23 24 25 28 27 28 29 leaf_value=-0.0444615 0.0651355 0.12029 0.10204 -0.0301932 0.12853 -0.0288385 -0.022583 0.122537 -0.0191812 0.120739 -0.0360015 0.11183 0.0330728 -0.0099714 -0.0406405 0.0115897 0.0250371 0.0583703 0.0354797 -0.00963739 0.0623073 0.0463474 -0.0385339 -0.046006 0.0384272 -0.0503619 -0.012414 0.0221934 -0.047196 -0.00257933 leaf_count=16286 115 209 173 1427 119 155 230 108 1318 661 162 125 121 102 1459 104 143 137 126 134 119 170 906 138 146 12702 472 141 678 120 internal_value=0 -0.350256 -0.380183 -0.398154 0.0347651 0.940007 -0.131026 0.319175 -0.431355 1.05098 0.465108 0.67346 0.873469 0.583462 -0.235998 0.6901 0.818626 -0.0984889 0.795624 0.278852 1.00892 -0.452961 -0.26481 0.0650864 0.0103898 -0.461075 -0.431242 -0.269102 -0.329673 0.309592 internal_count=39006 37816 36977 36678 2151 1190 1911 484 34527 1035 839 374 240 677 3034 575 471 1575 299 249 328 31493 1214 308 376 30279 17577 1291 1150 257 Tree=61 num_leaves=31 split_feature=89 67 74 77 68 34 68 46 75 89 67 70 15 77 74 38 19 89 68 10 46 70 66 18 24 41 89 31 41 85 split_gain=1375.59 652.493 631.341 217.463 178.297 134.317 100.661 86.8748 85.9986 87.0387 80.4054 68.1198 63.5851 33.9744 32.6066 32.5486 29.2868 25.876 22.2537 21.0353 20.3804 17.9116 16.2469 15.8521 20.1558 15.6299 33.7707 13.8928 13.4587 14.8237 threshold=0.5 1.5 3.5 1.5 0.5 11.5 1.5 1.5 1.5 3.5 4.5 1.5 0.5 11.5 2.5 4.5 4.5 1.5 3.5 1.5 1.5 1.5 6.5 1.5 0.5 0.5 3.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 8 6 7 16 9 14 11 20 -4 -5 17 25 21 -2 -8 -9 -3 23 -12 -1 -25 -6 -27 -10 29 -23 right_child=4 10 12 13 15 -7 18 19 27 -11 22 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 28 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=23 17 20 12 13 25 5 18 19 27 9 22 11 12 13 14 15 16 17 18 19 20 29 22 24 24 26 26 27 28 29 leaf_value=-0.0482366 -0.0243634 0.00256187 0.114831 0.0478753 0.123416 0.135031 0.0115778 0.052235 0.129656 0.111312 0.12897 0.115536 0.010366 0.152256 0.0892137 0.0223225 0.0736112 0.0324584 0.0930372 -0.043491 0.0773322 0.0380073 0.0508817 0.0784767 -0.0518635 0.0416914 0.120791 0.0741176 -0.0517237 -0.0418408 leaf_count=27436 1358 927 736 583 1812 117 415 360 261 235 644 302 304 101 118 115 100 532 143 136 139 345 100 107 144 277 358 234 353 214 internal_value=0 -0.135775 -0.249346 -0.347444 0.875979 -0.390209 -0.406562 -0.432719 0.474353 0.256207 0.83217 0.491875 0.96218 0.687297 0.0496385 1.13154 -0.457798 -0.0480445 0.416566 0.331726 0.179286 -0.46339 1.21126 -0.475803 0.0980422 1.1653 0.943567 1.05795 -0.132969 0.0885376 internal_count=39006 33706 31594 30554 5300 29870 29753 29195 2738 2243 2112 1368 1040 684 2008 2562 28699 1890 558 496 1066 28599 744 27687 251 2447 635 495 912 559 Tree=62 num_leaves=31 split_feature=35 52 58 90 7 61 61 29 58 14 69 77 0 52 39 77 35 91 33 10 58 79 16 58 87 66 31 46 91 19 split_gain=855.78 456.583 219.199 191.785 155.888 101.243 82.0439 75.4386 56.4936 36.0569 34.6911 30.6327 28.3587 32.0568 26.6355 27.3027 25.7824 23.5503 20.0256 22.1098 18.0983 17.8604 17.706 16.0501 16.0202 16.3184 18.5849 15.4253 16.8563 14.4979 threshold=1.5 2.5 3.5 5.5 2.5 3.5 3.5 2.5 5.5 2.5 0.5 1.5 1.5 4.5 2.5 0.5 3.5 4.5 3.5 3.5 1.5 0.5 4.5 7.5 0.5 1.5 1.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 5 7 17 8 10 14 16 22 13 -3 15 18 24 20 19 27 -1 -7 -6 -4 25 -2 -27 28 -8 -18 right_child=4 12 23 -5 11 21 9 -9 -10 -11 -12 -13 -14 -15 -16 -17 29 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=20 25 13 23 3 22 21 28 7 8 9 10 11 12 13 14 15 29 17 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.0461433 -0.0466219 -0.00614213 0.0777131 0.108215 0.114398 0.115589 0.0645318 0.140084 0.119937 -0.0515195 -0.0389445 0.00868311 0.130407 0.0969576 -0.0310603 -0.0425026 0.0796546 0.0392153 -0.0385026 -0.0488185 -0.00055335 0.0399943 0.0412435 0.163095 -0.0459903 0.0537546 -0.0228794 -0.00146531 0.142178 -0.00899357 leaf_count=30225 244 220 164 209 1095 382 355 110 112 598 1123 122 319 246 406 196 232 164 114 100 509 139 101 112 383 392 262 111 146 115 internal_value=0 -0.291216 -0.357302 -0.384158 0.605772 0.326507 -0.409655 0.133489 0.0366799 0.0303996 -0.0483795 1.02895 0.966793 0.660043 0.199492 0.374502 0.142707 -0.446632 0.528222 0.645909 -0.452668 0.986561 1.09095 1.20697 -0.0322302 0.122034 0.277482 0.764025 0.896544 0.574713 internal_count=39006 34194 33409 33133 4812 3494 32924 2973 2863 2026 2751 1318 785 466 1428 1022 1628 30898 826 712 30734 521 1196 276 1281 898 654 612 501 347 Tree=63 num_leaves=31 split_feature=16 77 29 57 77 41 39 76 28 35 55 52 52 15 67 34 10 46 10 14 16 16 13 31 16 35 16 70 6 89 split_gain=152.359 43.5514 33.2718 32.6736 29.1859 25.5847 24.8389 35.3437 24.9999 21.1379 15.0064 14.1795 12.946 12.458 10.9734 11.3501 10.4174 10.3362 8.71049 9.83617 8.5212 7.93589 7.39835 7.00626 6.89454 6.72717 6.61695 6.14572 6.07747 7.31318 threshold=1.5 2.5 3.5 0.5 3.5 0.5 0.5 1.5 0.5 1.5 0.5 14.5 2.5 0.5 1.5 0.5 0.5 0.5 3.5 0.5 4.5 0.5 0.5 0.5 2.5 3.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 6 4 5 10 7 9 -9 12 13 25 18 16 15 17 24 -3 19 26 -7 -11 -14 -23 -2 -8 28 -26 -1 -30 right_child=3 14 -4 -5 -6 20 11 8 -10 21 -12 -13 22 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 27 -27 -28 -29 29 -31 leaf_parent=28 24 17 2 3 4 20 25 8 8 21 10 11 22 13 14 15 16 17 18 19 20 23 22 23 27 25 26 27 29 29 leaf_value=-0.0378207 0.046442 0.0782767 0.0766117 -0.0330375 0.123427 -0.032423 -0.0497049 0.0944869 -0.0414259 -0.0210526 -0.0363708 0.0332366 0.0511626 0.015627 -0.0381142 -0.0233865 0.00331652 0.00289304 -0.0536433 -0.0494016 0.0290331 0.0419198 -0.030455 -0.0162304 0.0589638 -0.015288 -0.0156232 0.114368 0.0132157 -0.043884 leaf_count=7469 227 210 104 633 110 542 16834 143 138 1432 124 107 152 427 159 151 105 144 3158 3531 163 252 130 235 108 370 1089 147 331 281 internal_value=0 -0.388079 -0.402771 0.174385 0.296542 0.223591 -0.408301 -0.342135 0.432586 -0.35908 0.389392 -0.481572 -0.391528 0.46114 0.173088 0.320001 0.622293 0.512361 -0.401969 -0.37361 -0.166228 -0.11182 0.140842 0.151238 0.72889 -0.488738 -0.330304 0.91448 -0.357703 -0.110443 internal_count=39006 36420 35756 2586 1953 1843 35652 18341 281 18060 1138 17311 16141 1014 664 505 587 354 15859 12701 705 1919 282 487 482 17204 9170 255 8081 612 Tree=64 num_leaves=31 split_feature=13 14 85 16 14 59 25 53 39 78 58 63 55 1 63 79 66 77 74 17 66 31 41 22 28 54 15 39 70 55 split_gain=829.882 678.463 313.093 131.521 109.594 94.2359 86.8555 82.8508 79.845 69.5107 61.0144 60.7233 55.8952 55.5615 44.3627 43.1522 41.3958 51.3815 39.5174 36.9395 35.2701 35.9237 33.281 30.8244 28.1394 38.7693 27.7829 26.6194 26.4667 27.5116 threshold=1.5 0.5 0.5 1.5 2.5 0.5 1.5 0.5 2.5 0.5 1.5 6.5 7.5 0.5 5.5 1.5 0.5 0.5 1.5 0.5 0.5 9.5 0.5 0.5 0.5 0.5 4.5 2.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 8 6 7 10 9 19 11 12 13 -1 15 18 27 16 26 24 22 -3 -6 -22 23 28 -18 -26 -2 -9 29 -4 right_child=3 4 5 -5 20 -7 -8 14 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=11 26 19 29 3 20 5 6 27 8 9 10 11 12 13 14 15 24 17 18 19 21 21 22 23 25 25 26 27 28 29 leaf_value=-0.0443894 0.0655743 0.0638542 0.078027 -0.0416181 0.0513048 -0.032315 -0.0191154 -0.0267659 0.0378348 0.0160096 -0.0481703 0.0661955 -0.0477376 -0.0467413 0.094378 0.0075044 0.0980898 -0.0148901 -0.0338182 -0.00669103 0.0939422 0.0051839 0.00867861 -0.0110462 0.0889521 -0.0324359 0.104514 0.0460456 0.0258647 -0.0240378 leaf_count=13620 3601 1965 1916 523 1079 1511 457 1644 525 690 420 179 134 400 141 284 4349 181 320 394 1867 154 662 242 206 133 547 227 528 107 internal_value=0 0.13276 -0.13283 0.72129 0.565001 0.229789 0.749984 0.33133 -0.368692 0.773465 0.34792 -0.416881 0.803017 0.409789 -0.0293728 0.814949 0.831039 0.926524 0.467046 0.547885 0.773513 0.887434 0.514305 0.593669 0.950515 0.475088 0.708833 -0.14394 0.646584 0.735247 internal_count=39006 27901 20430 11105 7471 6106 10582 4371 14324 10125 4595 13799 9435 4175 2012 9301 9017 4869 3775 2359 3100 2021 3455 2793 4688 339 4148 1871 2551 2023 Tree=65 num_leaves=31 split_feature=85 14 59 13 8 91 39 42 8 66 91 39 84 0 42 39 87 31 66 8 14 66 91 14 84 65 42 63 71 58 split_gain=436.528 304.175 178.266 129.191 88.3093 84.9947 65.6833 67.9833 70.7178 50.4102 43.9501 42.7475 40.7566 31.8402 30.1428 28.7153 28.1766 26.8712 27.4835 31.3348 21.3218 21.1023 20.8425 20.631 19.8044 18.2548 18.65 16.68 16.5634 15.4224 threshold=0.5 1.5 0.5 2.5 7.5 0.5 5.5 0.5 12.5 0.5 0.5 4.5 4.5 2.5 2.5 3.5 5.5 8.5 0.5 1.5 10.5 3.5 0.5 1.5 3.5 1.5 3.5 8.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 5 4 11 6 7 8 9 -2 17 12 -1 25 15 -7 23 18 28 20 -20 22 -5 29 27 26 -9 -4 -3 -11 right_child=2 10 24 21 -6 14 -8 13 -10 16 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=12 9 28 27 22 4 15 6 26 8 29 10 11 12 13 14 15 16 17 20 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0476426 0.0432179 0.042059 -0.0325 0.0391092 0.0732487 -0.0301572 0.0883318 0.0640888 0.0836847 0.00164561 -0.0202294 0.028854 0.0583216 -0.0365623 0.0819284 0.0282289 0.0733324 0.0908041 -0.0359932 0.0482299 0.0262562 -0.0426547 -0.0160966 0.0404173 0.0428973 0.0147285 0.10131 0.0480904 0.0937623 -0.0397193 leaf_count=16531 2374 632 2860 1355 193 1358 1058 1581 575 3016 623 371 133 146 112 486 217 252 635 695 513 338 443 549 205 190 498 117 330 620 internal_value=0 -0.164134 0.312265 -0.319582 -0.405769 0.399897 0.461747 0.406987 0.298995 0.224226 0.337847 -0.436296 -0.460124 0.656978 -0.0212337 -0.107054 0.0672134 0.426128 0.355743 0.195957 -0.0640106 0.184038 0.263501 0.0191283 -0.223502 0.697965 0.743352 -0.280371 0.604569 -0.0461771 internal_count=39006 23044 15962 19364 17228 12780 10824 9766 7351 6776 3680 17035 16664 2415 1956 1844 4402 3057 2805 1843 1148 2136 1798 4185 3182 2269 2079 2977 962 3636 Tree=66 num_leaves=31 split_feature=66 87 25 3 14 39 13 25 25 42 3 14 17 39 15 85 85 66 78 39 14 10 41 42 25 41 39 71 84 23 split_gain=129.826 104.827 64.6433 72.6396 40.2438 37.6869 37.1626 43.0766 26.3583 25.1659 22.3549 19.6408 16.4257 15.6795 14.593 14.2983 13.4736 24.2198 31.8648 12.6021 12.5227 10.7751 10.4898 15.2422 9.86711 9.47427 8.69854 8.13756 8.52916 7.83062 threshold=0.5 0.5 0.5 0.5 5.5 1.5 2.5 0.5 0.5 4.5 0.5 3.5 0.5 2.5 0.5 0.5 0.5 1.5 1.5 1.5 17.5 0.5 0.5 0.5 0.5 2.5 1.5 2.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 11 12 5 9 16 25 -7 15 -10 14 -4 -9 22 -1 -2 18 24 -13 -19 -5 26 -24 -18 -8 -3 -6 -29 -17 right_child=6 2 3 21 27 8 7 13 10 -11 -12 19 -14 -15 -16 29 17 20 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=15 16 26 12 21 27 8 25 13 10 9 10 19 12 13 14 29 24 20 18 19 20 21 23 23 24 25 26 28 28 29 leaf_value=-0.0483574 -0.0500585 -0.0102908 0.136192 0.0343194 0.0595732 -0.0169271 -0.0292222 0.00449084 0.0829656 0.0431141 -0.0255763 0.085801 0.041478 0.101457 -0.0194122 -0.00422976 -0.028598 -0.0455317 0.114083 -0.00252358 0.038028 -0.0488262 0.0820662 -0.0114738 0.0296323 0.0412904 0.021428 -0.0250546 0.0454675 -0.0433275 leaf_count=5929 12447 1118 302 121 200 1895 4124 170 203 165 184 178 101 144 1554 706 1039 5469 119 115 121 285 215 152 191 126 784 180 137 532 internal_value=0 -0.099076 0.165046 0.703423 -0.253607 -0.298511 -0.395186 -0.191474 -0.0413395 -0.396294 0.457711 0.0383908 1.17606 0.570615 -0.0124147 -0.424305 -0.447364 -0.356408 -0.0615181 0.542112 -0.436346 -0.147809 0.102784 0.448687 -0.182467 -0.270761 0.0317062 0.299502 0.0737219 -0.194606 internal_count=39006 15056 4925 809 10131 9614 23950 4564 2282 7332 387 4116 403 314 3823 7167 19386 6939 1349 293 5590 406 2269 367 1230 4250 1902 517 317 1238 Tree=67 num_leaves=31 split_feature=33 38 34 42 33 53 33 33 53 23 39 33 15 23 14 14 13 66 32 65 23 66 31 33 53 66 13 8 63 66 split_gain=1734.47 106.988 30.9329 12.3249 7.67762 5.28025 3.81256 1.5045 2.95173 4.69856 0.708657 0.476719 0.471084 0.622229 0.661118 0.680552 0.602416 0.791828 0.37233 0.356783 0.249632 0.54394 0.243475 0.252195 0.238582 0.150289 0.114434 0.0950672 0.448794 0.0752274 threshold=3.5 0.5 0.5 0.5 2.5 0.5 5.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 2.5 2.5 1.5 0.5 3.5 1.5 0.5 16.5 0.5 0.5 0.5 8.5 4.5 10.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=4 2 6 -3 7 -6 -2 11 9 -9 18 27 13 16 -15 -16 17 26 22 -7 21 -11 23 24 25 -8 -13 -1 -29 -30 right_child=1 3 -4 -5 5 19 10 8 -10 20 -12 12 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_parent=27 6 3 2 3 5 19 25 9 8 21 10 26 12 14 15 15 16 17 18 19 20 21 22 23 24 25 26 28 29 29 leaf_value=-0.0536925 0.09072 0.0306128 0.0215531 -0.0556555 0.00377815 -0.0366263 0.114414 0.00554326 -0.0538049 -0.0545339 0.126994 -0.0250249 -0.0530049 -0.0536298 -0.0305172 -0.0511663 -0.0540321 -0.0544847 0.121876 -0.0544437 -0.0541154 -0.0296194 0.119787 0.116525 0.106019 0.109227 -0.0355672 -0.0395539 -0.0538605 -0.045951 leaf_count=27483 200 133 136 237 188 135 435 135 1042 106 114 180 3348 1325 195 261 177 109 148 169 161 132 142 361 122 157 105 193 1275 102 internal_value=0 0.994259 1.09476 -0.205276 -0.522391 -0.225145 1.13773 -0.52754 -0.446296 -0.298633 1.15891 -0.531296 -0.50864 -0.48028 -0.505686 -0.418574 -0.406899 -0.354297 1.14999 -0.460263 -0.457572 -0.405742 1.1418 1.13446 1.1188 1.13054 -0.286797 -0.535761 -0.515016 -0.532974 internal_count=39006 2185 1815 370 36821 492 1679 36329 1576 534 1479 34753 5700 2352 1781 456 571 394 1365 304 399 238 1217 1075 714 592 285 29053 1570 1377 Tree=68 num_leaves=31 split_feature=25 10 59 41 14 13 34 59 68 85 10 41 39 40 33 92 59 39 82 31 46 92 58 85 39 67 59 77 39 38 split_gain=1759.01 1218.75 762.15 137.974 116.227 90.749 85.6044 67.134 39.1048 36.1402 34.634 31.3755 33.9052 28.7571 28.0872 22.0192 20.8517 22.4667 19.8967 19.3963 18.9428 18.6999 18.0244 18.0111 17.5381 15.2199 19.3309 13.5106 12.612 12.1322 threshold=0.5 4.5 1.5 2.5 3.5 3.5 17.5 6.5 1.5 0.5 3.5 0.5 0.5 0.5 5.5 0.5 6.5 1.5 1.5 4.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 4.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 10 5 6 9 13 -3 14 11 29 15 18 19 20 17 27 21 25 -13 23 24 -4 -5 28 -27 -11 -2 -1 right_child=4 8 7 22 -6 -7 -8 -9 -10 16 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 28 8 23 24 4 5 6 7 8 27 10 20 12 13 14 15 16 17 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.0456354 0.109914 0.109523 0.0886662 0.0618906 -0.0293184 -0.00869418 -0.0434578 0.113698 -0.011914 0.08142 0.038018 -0.015698 -0.0409771 0.00492442 -0.00517712 0.0885835 0.112474 0.00551692 -0.00643121 0.0253232 0.0585349 0.142462 0.0939272 0.00934883 -0.0226444 0.00462217 0.104846 0.00965578 0.0414557 0.0200908 leaf_count=21642 5077 1782 325 152 406 436 162 677 132 802 196 1424 2880 436 102 122 235 290 128 113 180 114 174 183 160 125 115 117 110 209 internal_value=0 -0.00887355 -0.206877 -0.359654 0.926827 0.957727 0.986616 0.818624 1.05843 1.0072 -0.396206 -0.407174 -0.226985 0.484292 1.0557 0.0112185 0.748861 0.627182 0.699148 1.06615 -0.0632437 0.825693 0.531924 0.648959 0.266547 1.07606 0.647866 0.741219 1.09102 -0.450592 internal_count=39006 30916 29002 27139 8090 7684 7248 1863 1914 7086 26653 26457 4606 1186 5642 1726 1444 1209 750 5540 1604 622 486 508 312 5427 240 919 5187 21851 Tree=69 num_leaves=31 split_feature=38 49 55 22 49 68 59 38 18 44 38 85 22 85 31 18 63 88 86 55 66 6 85 85 91 66 70 49 10 39 split_gain=517.994 126.327 115.249 54.017 40.4707 39.6247 24.0979 22.1519 18.6596 16.1203 19.3457 13.715 13.2732 13.0218 14.5608 12.3985 12.1417 11.0544 10.8453 9.48113 8.69612 8.12373 7.40406 7.13931 6.72866 7.48265 9.00684 6.42192 5.96173 11.9357 threshold=2.5 0.5 9.5 1.5 2.5 3.5 3.5 0.5 1.5 0.5 4.5 1.5 0.5 4.5 1.5 0.5 9.5 0.5 0.5 0.5 2.5 0.5 1.5 2.5 0.5 0.5 0.5 3.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 13 7 6 9 12 16 10 20 21 23 24 -15 19 17 27 -14 22 -2 -5 -9 -3 25 26 28 -6 29 -1 right_child=5 4 -4 11 8 -7 -8 15 -10 -11 -12 -13 18 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 20 23 2 21 27 5 6 22 8 9 10 11 18 14 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.022956 0.0783346 -0.0359001 0.0817315 -0.0180974 0.0479173 -0.0284798 0.0049691 0.00299928 -0.0379686 0.119744 0.112945 0.0783413 -0.0169948 -0.0296016 0.0488187 -0.0261617 -0.0157097 0.0248703 0.0582116 0.0942495 0.0020954 0.0599634 0.0673552 -0.00578582 -0.0520967 -0.0465546 -0.00980388 0.0993968 -0.0533167 -0.0453313 leaf_count=2723 101 1934 240 297 163 142 109 291 152 483 164 140 216 1157 136 213 101 211 155 113 152 100 113 600 7399 14579 753 199 1929 3941 internal_value=0 -0.339973 -0.402279 -0.421854 0.0177189 0.859396 0.949458 -0.108472 0.399112 1.02459 0.741114 0.286809 -0.209816 -0.437897 -0.192192 0.237473 0.51372 0.613041 0.170058 0.411004 0.341362 0.024232 0.243069 -0.281316 -0.449304 -0.428156 -0.369781 0.804184 -0.394543 -0.359485 internal_count=39006 37855 33394 33154 4461 1151 1009 3635 826 900 417 537 2905 32617 1293 730 674 573 371 517 253 397 404 2534 31324 23925 9346 362 8593 6664 Tree=70 num_leaves=31 split_feature=89 67 74 6 68 34 46 68 10 59 87 59 15 66 67 42 70 1 70 70 15 38 89 36 77 34 72 13 85 3 split_gain=1197.66 545.659 565.206 201.822 148.968 125.674 106.896 83.2969 80.2308 74.8531 71.4488 76.271 53.8485 53.1609 35.3703 30.1492 30.0349 29.2254 26.1523 20.9191 20.4736 19.4184 19.0076 18.5721 17.1101 16.6702 15.4231 15.213 13.839 13.7288 threshold=0.5 1.5 3.5 1.5 1.5 9.5 1.5 1.5 5.5 3.5 0.5 3.5 0.5 7.5 3.5 0.5 1.5 0.5 0.5 1.5 1.5 0.5 2.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 8 6 7 19 10 13 11 15 -4 14 16 21 28 27 -8 24 -9 23 -23 25 -1 26 -2 -12 -3 -5 right_child=4 9 12 29 -6 -7 18 20 -10 -11 17 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 26 28 12 29 4 5 18 20 8 9 27 11 12 13 14 15 16 17 18 19 20 22 22 23 24 25 26 27 28 29 leaf_value=-0.0471896 0.0444274 0.0527015 0.103443 0.0919926 0.109119 0.11791 -0.00634736 0.0554267 -0.041915 -0.0402183 0.0280957 -0.0331005 0.00865847 0.00716486 0.11543 0.0269309 0.117884 0.0807703 0.0733435 -0.010714 -0.0313922 0.0226625 0.108955 0.131079 0.0355771 0.131738 0.116939 -0.0375854 -0.0226224 0.0235244 leaf_count=27712 362 373 755 381 1977 145 281 366 453 280 237 284 309 340 779 267 156 136 269 977 172 224 104 449 106 177 131 476 176 152 internal_value=0 -0.133054 -0.241401 -0.340158 0.804485 -0.379064 -0.396735 -0.426957 0.512945 0.737312 0.610353 0.778853 0.870811 0.839861 0.957614 0.892057 0.604703 0.0803521 0.386979 -0.452328 0.328563 0.979942 0.597562 1.08514 -0.466742 0.867742 0.675467 -0.127841 0.317835 0.757429 internal_count=39006 33729 31625 30561 5277 30028 29883 29333 3300 2104 2847 1998 1064 1824 1484 1714 705 849 550 28795 538 1447 328 1119 27818 670 493 713 549 533 Tree=71 num_leaves=31 split_feature=35 52 58 90 7 40 40 58 91 29 37 40 10 58 31 0 52 63 87 10 52 41 7 77 39 59 67 31 39 69 split_gain=752.917 419.872 192.163 175.827 125.281 82.7665 66.3939 39.5235 37.2652 36.6041 31.2434 39.5023 30.6067 26.7296 24.8592 23.5927 25.5037 20.7754 18.6267 18.2528 17.8179 17.3044 16.6412 12.9876 13.8443 13.997 12.6515 12.2793 10.886 10.4512 threshold=1.5 2.5 2.5 12.5 2.5 1.5 0.5 3.5 4.5 1.5 0.5 3.5 0.5 5.5 2.5 1.5 4.5 0.5 0.5 0.5 0.5 1.5 2.5 0.5 3.5 1.5 1.5 2.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 6 8 7 9 22 18 11 29 17 21 -6 16 -3 28 19 23 -19 -4 26 24 25 -2 -1 -14 -8 -7 right_child=4 15 13 -5 14 10 12 -9 -10 -11 -12 -13 27 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 25 16 21 3 14 29 28 7 8 9 10 11 27 13 14 15 16 20 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0464981 0.0535752 -0.00295183 0.0818978 0.119931 0.100324 0.0360899 0.12256 0.104286 0.0507899 0.0932236 -0.0240632 0.148739 0.0374174 0.1373 0.0326871 0.12024 0.0892875 -0.00506943 -0.0423308 -0.0332279 0.0886653 -0.0258794 -0.00941955 -0.0281776 -0.0504407 -0.0363284 -0.0216782 -0.0572977 0.0554277 -0.045881 leaf_count=29270 524 217 160 148 1106 428 316 120 182 117 558 104 184 146 204 314 241 175 685 528 145 124 788 233 106 107 1431 112 115 118 internal_value=0 -0.284122 -0.350862 -0.382009 0.556482 -0.404754 0.302897 0.0837104 -0.433743 0.00185339 0.187665 0.512127 0.68544 0.880041 0.926816 0.904278 0.623135 0.856092 -0.0829712 0.0457872 0.452442 0.441701 -0.442357 0.20234 0.325355 0.4213 -0.452855 0.0636279 1.08351 0.195491 internal_count=39006 34229 33457 33027 4777 32879 3467 2420 31671 2300 1208 650 1047 430 1310 772 458 751 2183 1498 320 284 31489 970 737 631 30701 296 431 546 Tree=72 num_leaves=31 split_feature=16 77 4 34 39 24 35 70 12 52 36 46 89 78 39 36 52 16 53 67 57 53 35 86 68 24 59 89 70 63 split_gain=134.632 45.3223 34.4176 27.1672 24.7882 18.8347 18.2408 14.3284 13.2501 11.5003 12.1497 13.6468 11.4861 16.1903 11.162 11.1538 10.5273 10.5111 15.1404 10.2443 9.65778 8.2297 8.0581 7.81874 10.1831 7.62911 8.568 7.03594 6.98507 6.7204 threshold=1.5 2.5 2.5 0.5 0.5 0.5 0.5 1.5 3.5 2.5 0.5 0.5 0.5 2.5 0.5 0.5 10.5 3.5 0.5 1.5 0.5 2.5 3.5 1.5 0.5 0.5 1.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 6 7 9 14 19 10 -1 27 13 15 23 21 22 -7 -19 20 29 25 -6 24 -2 26 -8 -12 -5 -3 right_child=3 8 -4 28 16 17 12 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=10 24 29 2 28 22 17 26 7 8 9 27 11 12 13 14 15 16 18 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0426426 0.0731874 0.027314 0.0694148 -0.0409685 -0.0494631 -0.0157774 0.00733834 0.101328 -0.0469691 0.0133138 -0.0157765 0.0416764 -0.0477299 0.082873 -0.0199756 0.0200263 0.0175176 0.0756323 -0.0166005 -0.0284947 -0.00230982 -0.0484848 -0.0118146 0.00177596 0.00701175 -0.0330822 -0.0509193 -0.0506377 0.0241862 0.0940254 leaf_count=11932 316 102 133 620 16734 633 972 131 162 270 1167 196 823 103 142 468 128 145 181 122 134 696 382 133 125 884 213 675 128 155 internal_value=0 -0.380055 -0.39594 0.153637 -0.402357 0.27123 -0.33533 0.46324 0.183939 -0.382146 -0.393436 -0.203071 -0.185065 -0.121252 0.349029 -0.154964 -0.477961 0.0331672 0.332409 0.33022 0.477282 -0.219277 -0.484972 0.456721 0.569538 -0.144313 -0.0174289 -0.280121 -0.289462 0.688475 internal_count=39006 36452 35777 2554 35644 1806 18400 847 675 14241 13971 2038 4159 3336 716 3233 17244 959 326 513 391 2765 17116 574 441 2069 1185 1842 748 257 Tree=73 num_leaves=31 split_feature=39 14 10 8 59 13 35 25 13 68 14 63 13 53 49 47 85 56 85 67 57 66 33 65 25 40 54 29 65 74 split_gain=705.479 383.516 212.942 210.561 187.827 136.808 123.744 104.853 86.7695 62.4167 58.7346 50.1007 51.367 49.519 45.7338 45.8134 46.3225 43.118 38.6711 36.9954 37.5177 32.3648 29.0036 27.8208 27.8093 27.5731 27.2674 23.4713 22.4138 26.7699 threshold=0.5 0.5 2.5 4.5 1.5 1.5 1.5 0.5 0.5 0.5 2.5 7.5 2.5 0.5 1.5 1.5 0.5 0.5 0.5 1.5 0.5 4.5 9.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 5 6 18 8 9 10 17 19 12 -8 21 15 16 -10 22 -1 20 26 -7 23 -3 27 -17 -2 -18 29 -20 right_child=2 7 -4 -5 -6 13 11 -9 14 -11 -12 -13 -14 -15 -16 25 24 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=18 26 23 2 3 4 21 12 7 16 9 10 11 12 13 14 25 27 17 29 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0482468 0.0487985 0.0728774 -0.0440012 0.0632279 -0.0264392 0.0593102 -0.0338315 -0.0345429 0.085172 -0.0290575 0.0779065 0.126674 0.0449122 -0.030576 0.00658595 0.0940576 0.0614244 -0.0318219 0.0113162 -0.0449877 -0.0359952 -0.0405221 -0.0435605 0.0244746 -0.000162537 0.0552652 -0.01611 -0.0201133 -0.0481022 -0.0475936 leaf_count=10577 2414 2639 1402 829 1356 684 1089 792 2189 410 910 101 400 597 359 3342 2986 237 1288 323 349 173 147 453 295 553 317 104 1031 660 internal_value=0 0.0239847 0.563231 -0.195958 0.598888 -0.290106 0.636738 0.449782 0.677498 0.544313 0.449895 0.0854446 -0.0264229 0.239852 0.751844 0.769092 0.670376 0.604283 -0.396572 0.30857 0.363791 0.463603 0.644469 0.668563 0.548294 0.89218 0.426749 0.588733 -0.173593 -0.0437457 internal_count=39006 20517 18489 15839 17087 15010 15731 4678 14141 3886 4313 1590 1489 1454 9828 9469 5574 3476 13556 3403 3080 857 3239 3092 3385 3895 2731 3090 2979 1948 Tree=74 num_leaves=31 split_feature=85 14 59 13 91 8 39 42 8 66 42 91 39 0 39 0 42 59 42 42 8 23 39 14 47 14 66 91 54 14 split_gain=397.072 278.274 157.102 119.144 73.8499 71.2558 54.2883 64.1771 61.6032 68.5598 35.3426 35.2558 32.9961 28.1409 26.8551 26.2423 22.5936 19.9396 18.9358 18.5423 36.1908 22.8549 17.7693 21.9284 16.9767 15.9475 15.5798 16.9548 15.4195 15.0055 threshold=0.5 1.5 0.5 2.5 0.5 8.5 5.5 0.5 5.5 2.5 3.5 0.5 3.5 0.5 3.5 2.5 4.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 3.5 9.5 3.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 5 6 10 7 8 9 13 12 17 -1 22 18 -9 -4 19 -6 20 21 -3 23 -2 -10 -23 27 -5 -8 -11 right_child=2 11 16 26 14 -7 28 15 24 29 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=12 23 21 16 27 18 5 28 15 24 29 10 11 12 13 14 15 16 17 18 19 20 25 22 23 24 25 26 27 28 29 leaf_value=-0.0471447 -0.00533102 0.0414943 -0.0280809 0.0344 -0.0351195 0.0634593 0.0705574 0.065032 0.0502426 -0.0338751 0.0588958 -0.0175618 0.0107118 -0.00476346 0.0322878 -0.0346478 0.0495859 -0.0466059 0.0283757 0.0770495 0.0605762 -0.0378506 0.0466932 0.0511547 0.0983817 0.0207786 -0.0389002 -0.0155066 0.126441 0.0114125 leaf_count=16411 740 558 3015 1342 1199 176 874 2285 601 1519 140 620 510 823 538 143 169 126 223 429 909 549 2465 429 271 434 323 448 165 572 internal_value=0 -0.162674 0.292904 -0.316609 0.372053 -0.402869 0.42794 0.378878 0.274702 0.188736 -0.431166 0.315275 -0.445829 0.307237 -0.021976 0.615949 -0.219827 0.39322 -0.208916 0.422403 0.353137 0.129785 0.376918 0.169394 0.671644 -0.10565 0.166188 0.230897 0.804691 -0.20115 internal_count=39006 22975 16031 19350 12847 17237 10887 9848 7420 6548 17061 3625 16921 4457 1960 2428 3184 3005 1422 2879 2450 1541 3634 1169 872 983 2113 1790 1039 2091 Tree=75 num_leaves=31 split_feature=24 25 14 66 87 23 66 88 25 25 42 47 61 41 61 47 91 55 39 39 14 85 23 63 55 24 87 34 13 14 split_gain=129.582 116.607 67.4231 53.7514 46.455 44.4834 37.3796 23.4547 22.3938 20.4538 16.5477 15.8783 15.8557 15.6445 14.8582 16.8098 13.8596 13.3008 13.0606 12.2304 12.4459 11.9113 11.6443 11.2607 13.2035 11.1216 15.958 10.5857 10.5721 9.95791 threshold=1.5 0.5 4.5 1.5 2.5 0.5 0.5 1.5 0.5 0.5 6.5 1.5 1.5 1.5 1.5 2.5 0.5 9.5 0.5 8.5 0.5 6.5 0.5 1.5 0.5 5.5 1.5 0.5 2.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 6 4 7 10 9 12 11 23 -4 17 27 16 22 15 18 25 21 -15 20 -18 -1 -8 24 -6 29 -27 -3 -5 -2 right_child=1 3 5 28 8 -7 13 -9 -10 -11 -12 -13 -14 14 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=21 29 27 9 28 24 5 22 7 8 9 10 11 12 18 14 15 20 17 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.0463451 -0.00963906 0.103578 0.026353 -0.0348121 -0.00832736 -0.0296946 -0.0189973 -0.0316714 0.0831057 0.113169 0.0318532 0.015445 -0.0272874 0.015119 -0.0370313 -0.0371225 0.0325749 0.0336697 0.12149 -0.0210144 0.119844 0.0191762 -0.0418751 -0.0429477 0.0707146 -0.00158091 0.0857452 0.0459506 0.0360089 0.0518472 leaf_count=23013 2064 449 463 539 761 1004 2311 105 148 114 143 110 953 117 348 121 208 121 103 117 107 160 4059 463 131 234 145 141 125 129 internal_value=0 -0.0634572 -0.371583 0.465663 -0.411629 0.0836189 -0.16534 0.718477 -0.00458651 0.47445 -0.4452 0.810292 0.0033899 -0.287479 0.0611402 0.361401 0.0787456 -0.452099 0.700677 0.430751 0.633249 -0.457517 -0.33013 -0.108046 0.0439512 0.0129486 0.338688 0.917104 -0.143106 -0.0547723 internal_count=39006 12485 26521 1469 24940 1581 11016 805 1503 577 23437 700 3957 7059 689 341 3004 23294 220 432 315 23173 6370 1355 892 2572 379 590 664 2193 Tree=76 num_leaves=31 split_feature=33 85 34 33 42 53 75 12 33 53 23 56 33 70 47 7 33 15 14 7 23 24 15 47 87 63 47 8 63 66 split_gain=1550.58 89.3253 31.7928 14.0186 10.7948 9.01168 5.36438 1.62347 1.2832 2.10776 3.77881 0.596841 1.12012 0.63704 0.764055 0.441835 0.427504 0.515582 0.698612 0.939083 0.570279 1.24488 0.23612 0.219103 0.204811 0.203256 0.190669 0.143616 0.750746 0.0777074 threshold=3.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 5.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 4.5 8.5 4.5 10.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 6 8 -3 -5 7 11 16 10 -10 12 -2 14 22 -7 27 18 20 24 21 -18 -14 -12 25 -20 -6 -1 -29 -30 right_child=1 4 -4 5 26 15 -8 -9 9 -11 23 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_parent=27 12 4 2 5 26 15 6 7 10 9 23 11 22 13 14 15 21 17 25 19 20 21 22 23 24 25 26 28 29 29 leaf_value=-0.0534045 0.124322 0.0292203 0.00461831 0.0212471 -0.0422135 -0.054524 0.0701108 0.088276 0.000724884 -0.0527615 -0.0513205 0.0984737 0.106925 0.115735 0.0964684 -0.0336049 -0.0260593 -0.0529475 -0.0488587 -0.024248 -0.0533602 -0.0540156 0.114128 -0.0378192 -0.0538654 -0.0328023 -0.0558207 -0.0348298 -0.0536147 -0.0454005 leaf_count=27486 108 126 122 190 122 154 109 105 128 1024 257 139 806 169 145 136 164 3354 123 189 1332 285 105 134 187 108 118 192 1286 103 internal_value=0 0.913199 1.00605 -0.517416 -0.153863 -0.109875 1.04598 1.06552 -0.524666 -0.446734 -0.317799 1.0773 1.08641 1.07533 1.06243 -0.446992 -0.528199 -0.506248 -0.476252 -0.397319 -0.503658 -0.424212 1.07746 -0.467008 -0.470187 -0.417333 -0.48918 -0.532566 -0.506454 -0.530266 internal_count=39006 2174 1808 36832 366 480 1686 1577 36352 1543 519 1472 1333 1225 1056 290 34809 5742 2388 607 1781 449 911 391 418 231 240 29067 1581 1389 Tree=77 num_leaves=31 split_feature=25 10 59 41 14 39 34 59 24 41 56 10 39 68 10 56 86 75 75 56 86 13 33 24 37 41 59 41 39 41 split_gain=1489.38 1052.65 679.872 127.181 97.1279 75.9418 71.2621 67.4414 42.441 47.6652 41.8244 55.7141 41.809 32.2547 31.7127 34.5078 27.9688 26.0751 22.7648 18.4044 22.4577 18.383 17.0546 14.5534 13.7771 13.6373 13.4277 12.3117 12.1734 13.4878 threshold=0.5 4.5 1.5 1.5 5.5 5.5 17.5 4.5 0.5 2.5 0.5 4.5 2.5 2.5 3.5 0.5 2.5 2.5 4.5 0.5 2.5 1.5 4.5 0.5 1.5 3.5 1.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 14 5 6 8 17 18 10 11 26 16 -3 15 28 21 19 22 20 27 25 -2 -21 -12 -5 -10 -4 29 -1 right_child=4 13 7 12 -6 -7 -8 -9 9 -11 24 -13 -14 -15 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 22 13 27 25 4 5 6 7 26 9 24 11 12 13 14 15 16 17 18 23 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0420511 0.101313 0.100058 -0.0138828 0.022501 -0.0459001 -0.0185124 -0.0419276 0.101008 -0.00621444 0.0997956 0.108553 0.103011 -0.0534506 -0.0355409 0.0359651 -0.0111909 0.120569 -0.0362259 0.0080002 0.127348 0.103938 -0.0259813 0.0253004 0.0389893 0.0327702 0.0782175 0.0493412 0.0578328 -0.0505215 -0.0148387 leaf_count=9518 4473 1802 420 541 330 349 166 821 967 806 311 163 382 106 180 1923 102 216 115 116 104 249 117 112 102 151 188 105 12873 1198 internal_value=0 -0.00963764 -0.199401 -0.351372 0.850421 0.874108 0.897417 0.746911 0.9154 0.725189 0.517366 0.310918 0.219511 0.97398 -0.406064 -0.417205 0.375212 0.355154 0.990549 0.493427 0.283819 0.261115 1.0023 0.891845 0.941874 0.397095 0.0696494 0.0779897 -0.448055 -0.384055 internal_count=39006 30919 29011 27117 8087 7757 7408 1894 7242 2537 1731 1318 1425 1908 25692 25512 1043 1073 4705 857 629 941 4590 228 413 692 1155 525 23589 10716 Tree=78 num_leaves=31 split_feature=49 55 44 44 49 22 68 85 22 89 44 85 31 85 42 85 73 31 22 31 52 91 44 85 39 10 66 24 14 23 split_gain=321.349 100.934 88.2419 75.6299 61.6719 48.7761 35.1199 22.3294 22.3291 18.8107 16.4393 12.5689 17.6457 10.679 10.1208 9.70953 8.41968 11.6182 8.34922 8.31147 8.28032 8.09349 8.47655 7.81047 6.67921 7.64923 14.3538 10.1037 11.0499 11.8056 threshold=0.5 9.5 0.5 2.5 2.5 1.5 7.5 2.5 0.5 3.5 2.5 4.5 1.5 2.5 0.5 1.5 1.5 2.5 0.5 4.5 0.5 0.5 1.5 1.5 1.5 2.5 1.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 5 8 11 10 14 13 18 16 21 -13 -2 -7 -10 17 -4 19 23 -15 22 24 -6 25 26 27 28 29 -1 right_child=2 -3 6 -5 9 7 -8 -9 15 -11 -12 12 -14 20 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 13 1 17 3 23 14 6 7 15 9 10 12 12 20 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00595635 -0.0295961 0.0709972 0.0443226 0.0803307 0.0346455 -0.0243664 -0.0433355 0.0963442 0.00650122 -0.0412045 0.111702 -0.0302268 0.0533424 0.0244524 0.054343 0.0693937 0.00985952 0.0983996 0.0916751 0.000195274 -0.0312553 -0.0515874 0.0192307 0.0870999 -0.0487345 -0.0521667 -0.0441559 -0.0463094 -0.0408303 -0.0255781 leaf_count=1235 2274 252 297 173 206 361 174 100 329 129 231 1149 140 408 107 149 115 223 176 118 242 7409 133 167 6978 2970 7708 1468 1442 2143 internal_value=0 -0.373784 0.221913 -0.393475 0.0486989 -0.407078 0.676758 0.239012 -0.120643 0.497683 0.779175 -0.423515 -0.179596 -0.211691 -0.03149 0.29574 0.607116 0.69548 0.590763 0.463673 0.0505089 -0.435019 -0.411617 0.58782 -0.415849 -0.38749 -0.36332 -0.271527 -0.214178 -0.133754 internal_count=39006 33768 5238 33516 4198 33343 1040 568 3402 796 866 32775 1289 2924 468 478 635 520 667 491 650 31486 24077 373 23944 16966 13996 6288 4820 3378 Tree=79 num_leaves=31 split_feature=89 29 67 77 34 68 10 24 59 18 74 46 46 68 66 77 67 59 77 13 46 74 68 66 19 47 23 24 70 72 split_gain=1040.6 497.217 401.838 163.406 120.875 117.936 67.267 79.3241 74.4925 60.8106 60.301 80.3915 52.4156 45.9801 45.3531 41.3858 41.3079 33.1763 32.3059 30.772 25.2289 24.9598 22.9279 22.0139 19.8386 19.1981 16.5564 26.4187 15.3828 15.3671 threshold=0.5 0.5 2.5 0.5 13.5 1.5 5.5 0.5 3.5 2.5 6.5 0.5 1.5 2.5 7.5 7.5 2.5 2.5 0.5 0.5 1.5 3.5 0.5 7.5 3.5 1.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 9 6 7 8 29 12 11 16 13 24 17 20 21 -4 19 -9 22 -3 26 -23 28 -24 27 -5 -1 -2 right_child=5 10 14 15 -6 -7 -8 18 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 25 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 29 21 17 27 4 5 6 19 8 9 10 11 12 13 14 15 16 17 18 19 20 23 25 23 24 25 26 27 28 29 leaf_value=-0.0473251 0.0815076 -0.0276271 0.0966828 0.0990519 0.121852 0.0991117 -0.0394824 0.0347797 -0.0364405 0.0886182 0.0971529 0.108136 0.0176309 0.0464041 -0.0173096 0.118743 0.0928191 -0.0247978 0.0697986 -0.0366551 0.0725561 0.076052 0.0756641 -0.0377831 0.036153 -0.0100282 -0.030647 -0.050962 -0.0135426 0.120712 leaf_count=26646 832 1013 757 111 105 1971 461 512 250 125 678 308 478 176 204 104 131 104 275 612 179 142 219 111 159 179 862 111 836 355 internal_value=0 -0.131282 -0.24583 -0.32835 -0.389569 0.74004 0.480668 0.566922 0.827967 -0.407885 0.638749 0.390512 -0.419466 -0.441342 0.746527 0.260829 0.112183 0.877437 0.192183 0.000346104 0.156088 -0.0576766 0.0404513 0.405213 -0.454433 0.412855 -0.152882 0.361354 -0.460791 0.958681 internal_count=39006 33738 31355 30290 28525 5268 3297 2836 1437 28420 2383 1705 28295 27817 1065 1765 1397 861 1399 1124 1661 1266 1482 253 27641 398 1084 222 27482 1187 Tree=80 num_leaves=31 split_feature=35 52 58 90 7 40 61 29 58 61 37 69 40 77 91 58 42 10 63 41 66 61 75 66 87 7 19 0 52 23 split_gain=667.129 371.878 174.695 162.35 105.762 86.712 72.8707 56.2438 40.877 37.4787 36.6328 29.3062 28.0609 27.0433 26.3965 23.3358 23.3357 22.5577 26.8143 17.6595 16.9874 15.8867 15.7809 14.9294 13.1846 12.1791 11.9444 11.5972 13.3 11.2711 threshold=1.5 2.5 2.5 12.5 2.5 1.5 3.5 2.5 5.5 6.5 0.5 0.5 3.5 2.5 4.5 6.5 0.5 0.5 0.5 1.5 1.5 2.5 0.5 1.5 0.5 2.5 1.5 0.5 4.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 6 9 7 8 11 14 12 17 21 26 23 19 27 18 20 -4 -2 -7 -8 -1 25 -25 -6 28 -3 -27 right_child=4 16 15 -5 13 10 22 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31 leaf_parent=23 20 28 19 3 26 21 22 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 25 24 29 26 27 28 29 leaf_value=-0.0496444 -0.0228688 -0.00218772 0.0763466 0.105111 0.0947973 -0.00694705 0.098029 0.112876 0.0978348 0.0249373 -0.0275335 -0.037302 0.127961 -0.0134043 0.0408788 0.128748 -0.00721299 -0.0339596 -0.0115341 -0.0274131 0.0674228 0.0768673 0.0261999 -0.0337685 -0.0500867 0.0586745 0.0437856 0.106411 0.0839471 -0.0289113 leaf_count=19268 159 123 181 163 1059 370 368 116 111 315 552 1129 115 103 163 126 108 488 523 130 467 162 136 7489 4052 131 143 387 169 200 internal_value=0 -0.274153 -0.340958 -0.372913 0.513737 -0.397288 0.28235 0.117631 0.0279022 -0.428415 0.208509 -0.047632 0.545408 0.849486 -0.441057 0.795909 0.816665 0.123118 0.264043 0.434823 0.530579 0.256922 0.831269 -0.448291 -0.375469 -0.313425 0.898991 0.905819 0.632092 0.129386 internal_count=39006 34204 33417 32980 4802 32817 3497 2993 2877 31618 1199 2766 647 1305 31303 437 787 1637 1149 311 626 532 504 31140 11872 7820 1202 679 292 331 Tree=81 num_leaves=31 split_feature=16 29 16 76 24 37 54 78 24 76 57 24 59 78 14 10 42 70 39 49 10 65 7 73 87 66 77 70 22 61 split_gain=135.546 48.106 37.9319 26.5331 28.9435 26.4984 22.0548 18.1055 28.2402 16.9157 16.4887 21.622 19.3675 16.8287 13.4559 12.028 11.733 11.0749 9.59654 9.57629 9.5051 8.4208 8.18004 9.69918 7.80413 7.5312 6.58163 6.03369 7.13021 5.54513 threshold=0.5 3.5 2.5 1.5 0.5 0.5 1.5 2.5 0.5 0.5 0.5 0.5 2.5 1.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 2.5 4.5 0.5 0.5 8.5 2.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 10 6 -5 9 7 18 -9 17 11 12 13 14 15 16 22 19 25 -4 24 -13 23 -2 -8 26 -1 -7 -29 -27 right_child=2 -3 5 4 -6 27 20 8 -10 -11 -12 21 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 28 -30 -31 leaf_parent=26 23 1 19 4 4 27 24 8 8 9 10 21 12 13 14 15 16 17 18 19 20 21 22 23 24 29 26 28 28 29 leaf_value=-0.0421279 0.0574217 0.0943766 0.0630677 0.0683554 -0.0453524 -0.0287626 0.0217733 0.0884967 -0.0377738 -0.031016 -0.0427195 -0.0310409 -0.0476087 0.0977118 -0.0379971 -0.053613 -0.0419885 0.108725 -0.0497749 -0.00714444 -0.0377875 0.0154746 -0.0196042 -0.0119588 -0.0372026 0.00132243 0.00837708 0.0400186 -0.0384888 -0.0420886 leaf_count=14100 570 108 361 187 308 373 602 151 406 102 1038 1787 348 120 288 152 102 150 15110 103 584 307 101 113 219 488 109 178 100 341 internal_value=0 -0.401085 -0.00583421 -0.409445 0.128979 0.295943 -0.421032 -0.437243 0.0309498 0.533418 -0.121331 -0.0528382 0.124693 0.221813 0.143837 0.243021 0.313911 0.642662 -0.446993 0.489375 -0.0942468 -0.242232 0.394017 0.471052 0.0760697 -0.398332 -0.414175 -0.0744858 0.166083 -0.158699 internal_count=39006 32713 6293 32605 495 1367 32110 30705 557 716 4926 3888 1794 1446 1326 1038 886 614 30148 464 1405 2094 784 683 821 15038 14209 651 278 829 Tree=82 num_leaves=31 split_feature=39 14 1 24 25 13 25 14 7 25 61 38 67 19 47 59 59 28 71 29 67 12 87 12 33 10 14 87 14 22 split_gain=578.888 341.432 182.126 148.22 136.811 94.9076 82.1289 73.2506 69.4443 57.2263 53.782 50.0411 47.1233 45.1935 43.8442 41.5558 40.3248 36.9318 35.0427 34.5426 33.4421 32.4458 30.2281 27.6236 28.3072 28.3828 26.9859 26.7355 21.8821 21.5163 threshold=0.5 0.5 0.5 0.5 1.5 0.5 0.5 2.5 0.5 0.5 9.5 2.5 0.5 0.5 2.5 0.5 0.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 8.5 2.5 0.5 2.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 -1 5 7 13 16 9 12 11 14 19 18 15 27 20 -16 22 21 23 -5 -3 24 25 29 -19 -7 -4 -2 right_child=2 6 28 8 -6 10 -8 -9 -10 -11 -12 -13 -14 -15 17 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=3 29 22 28 21 4 27 6 7 8 9 10 11 12 13 17 15 16 26 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0414254 0.0549506 0.0294491 -0.0402927 0.049704 -0.0284122 0.0690347 -0.0319421 0.0712407 -0.0342459 -0.0464576 -0.0429901 -0.0381888 -0.0344787 -0.000864581 0.0861698 0.012905 -0.0269559 -0.0176342 0.0870524 -0.0527263 -0.0454971 -0.0344859 0.0672723 -0.0178725 -0.0390312 -0.0540499 0.0815655 0.0444335 0.0453158 -0.0194527 leaf_count=9960 1949 1623 1455 2103 1086 4794 776 951 1938 779 216 227 577 648 2970 614 856 208 648 264 322 256 1004 432 252 209 137 1479 105 168 internal_value=0 0.0245767 0.512186 -0.189004 0.549383 0.577644 0.418069 0.353936 0.0608812 0.198797 0.653165 0.664989 0.291527 0.495982 0.676495 0.599965 0.20981 0.815912 0.56526 0.382261 0.292997 0.435427 0.46427 0.344883 0.410354 0.459715 0.262033 0.633227 -0.293634 0.501777 internal_count=39006 20576 18430 15877 16870 15784 4699 5139 5917 3979 10645 10429 3200 3923 10202 6887 4188 3315 3275 2623 3332 2359 2627 3010 2578 2326 345 6273 1560 2117 Tree=83 num_leaves=31 split_feature=24 59 91 42 14 16 10 87 42 31 39 47 28 23 42 87 87 42 46 56 39 84 39 14 71 25 87 47 14 0 split_gain=335.927 164.928 118.157 98.8932 80.1559 63.6314 56.3353 52.048 46.9081 44.0123 64.9275 54.3147 35.8105 35.5553 32.0671 31.5771 30.6355 28.9131 27.8005 26.3721 26.053 25.0748 21.385 24.1203 16.7166 15.8673 15.6862 15.3139 14.652 14.4907 threshold=0.5 0.5 0.5 0.5 1.5 0.5 1.5 1.5 2.5 5.5 3.5 0.5 0.5 0.5 2.5 2.5 4.5 3.5 0.5 0.5 3.5 3.5 0.5 0.5 2.5 0.5 0.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 5 4 7 8 19 24 9 10 11 18 13 -12 20 -7 28 -3 22 -5 -4 -6 23 -2 -1 -19 -11 -15 -13 -14 right_child=1 17 14 6 21 15 -8 -9 -10 26 12 16 29 27 -16 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 23 17 20 19 21 15 6 7 8 26 13 28 29 27 14 15 16 25 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0458559 -0.00730121 -0.030994 -0.03318 0.0453675 0.00423125 -0.022197 -0.0443555 0.0186164 0.0775881 0.0776084 0.066462 -0.0146899 0.0661206 0.046259 0.0703248 0.0643966 0.0517769 0.0805827 -0.041656 -0.0444017 0.0107565 0.100701 0.0523649 0.051366 0.0286746 -0.0160856 0.0444658 -0.00182088 0.0161755 0.149786 leaf_count=12388 759 3996 2230 1253 1528 1385 848 683 813 798 1302 2703 113 438 132 188 368 137 267 245 905 116 2067 462 179 133 774 635 1025 136 internal_value=0 0.225169 0.296778 -0.215732 -0.308051 0.365098 0.18829 -0.394807 0.404357 0.366942 0.309551 0.203124 0.554193 0.476167 -0.105502 -0.075947 0.0197826 -0.238953 0.373604 0.369087 -0.16903 0.12005 0.412677 0.188082 -0.444729 0.3751 0.617078 0.19452 -0.0536914 1.1613 internal_count=39006 21766 17500 17240 14894 14233 2346 13250 12660 11847 10275 7651 2624 2375 3267 1573 4096 4266 3555 1498 3135 1644 3288 1221 12567 270 1572 1073 3728 249 Tree=84 num_leaves=31 split_feature=66 87 14 24 24 25 14 0 10 25 53 25 84 25 24 39 17 58 55 15 61 39 0 71 23 87 47 47 66 78 split_gain=127.136 93.6607 58.5726 54.3678 52.4595 38.3322 31.4269 30.8253 27.6203 37.7489 31.2419 16.9492 16.4653 16.142 15.6008 14.4678 13.3761 12.8285 11.8874 11.6753 10.5988 10.5064 10.1787 9.88446 9.82861 11.4937 10.4692 9.36768 9.17617 22.4943 threshold=0.5 0.5 3.5 1.5 2.5 0.5 5.5 5.5 0.5 0.5 1.5 0.5 2.5 0.5 6.5 2.5 0.5 0.5 3.5 0.5 1.5 1.5 0.5 2.5 0.5 0.5 4.5 2.5 2.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 8 6 28 -5 12 11 9 14 -11 19 18 21 27 -9 -7 20 -1 22 -13 -4 24 -8 25 -6 -27 -3 29 -2 right_child=4 2 13 5 7 16 23 15 -10 10 -12 17 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=18 29 27 21 5 25 16 23 15 8 10 10 20 12 13 14 15 16 17 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.0454945 -0.0395735 0.00585564 0.0823094 -0.00936594 -0.0124918 0.0824444 0.0553688 0.00365229 -0.0321947 0.118315 0.00235109 0.0751696 0.010218 0.129255 0.0648672 0.123387 -3.25189e-05 -0.0423622 0.0348278 -0.0388788 -0.0128446 0.00282187 -0.0398303 -0.0129536 -0.0193027 0.080253 -0.0160802 -0.0434905 -0.0498776 0.0662857 leaf_count=7057 7372 2812 172 1934 330 207 159 117 940 191 166 168 325 123 175 107 118 142 114 2224 119 117 642 186 931 233 112 244 11338 131 internal_value=0 -0.0737466 0.173347 -0.227724 -0.375753 0.0572901 -0.3535 -0.149536 0.0791925 0.162469 0.736595 -0.196411 -0.404707 0.831579 0.0664386 0.696593 0.604152 0.225962 -0.438287 -0.250904 0.460647 0.535501 -0.121084 0.229745 -0.011789 0.21328 0.529484 0.0207582 -0.447916 -0.373862 internal_count=39006 15040 4940 10100 23966 2259 7841 5125 4528 3588 357 4901 7496 412 3231 224 325 429 7171 4472 287 289 2248 345 1606 675 345 3056 18841 7503 Tree=85 num_leaves=31 split_feature=33 82 42 34 33 53 23 66 82 33 53 23 47 33 15 24 23 14 21 14 87 24 14 31 23 23 33 31 24 31 split_gain=1380.79 80.2199 31.1092 17.2039 11.3038 5.90222 6.20209 4.25126 2.26608 1.6632 2.60867 3.74577 1.20433 0.609579 0.616954 0.823474 1.61739 0.796753 0.373554 0.318773 0.405885 0.297064 0.254147 0.248518 0.183189 0.181203 0.169044 0.120734 0.32412 0.113073 threshold=3.5 0.5 0.5 0.5 2.5 1.5 1.5 3.5 1.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 3.5 1.5 6.5 5.5 2.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=4 2 3 7 9 6 -6 12 -3 13 11 -11 18 27 15 16 -15 25 22 -17 23 -13 24 -21 26 -18 -2 -1 29 -29 right_child=1 8 -4 -5 5 -7 -8 -9 -10 10 -12 21 -14 14 -16 19 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=27 26 8 2 3 6 5 6 7 8 11 10 21 12 16 14 19 25 17 18 23 20 21 22 23 24 25 26 29 28 29 leaf_value=-0.053189 0.104839 -0.0142245 0.00572103 0.0223974 0.039603 -0.0538351 -0.0280582 0.0697761 -0.0566826 0.00279143 -0.0524627 -0.034921 0.112717 -0.0208905 -0.0524261 -0.0537053 -0.0417573 -0.0286347 0.0923388 -0.0273883 -0.0536307 -0.0504803 0.103971 -0.0460688 0.0934123 -0.0536767 0.0989717 -0.0481685 -0.0389385 -0.0533614 leaf_count=27068 125 114 140 108 113 206 155 124 169 133 1015 147 162 201 3349 981 119 140 145 108 205 244 290 115 104 517 679 478 180 1372 internal_value=0 0.845016 0.918267 0.960956 -0.514046 -0.140772 0.0455266 0.989906 -0.375693 -0.520799 -0.429732 -0.286417 1.00866 -0.524946 -0.497977 -0.4644 -0.404021 -0.467725 0.994723 -0.508833 -0.444948 -0.442367 1.00275 -0.36294 0.991023 -0.512505 0.998255 -0.530311 -0.508541 -0.519993 internal_count=39006 2160 1877 1737 36846 474 268 1629 283 36372 1539 524 1505 34833 5735 2386 977 776 1343 1409 428 391 1198 223 908 636 804 29098 2030 1850 Tree=86 num_leaves=31 split_feature=25 10 59 71 92 13 66 34 59 56 3 59 78 52 31 75 10 10 42 39 39 61 24 21 33 89 61 56 56 89 split_gain=1290.83 931.747 606.496 87.1759 64.4633 62.2971 56.5204 55.8317 50.8508 47.966 35.7491 44.4718 29.3394 31.7417 28.8411 23.9102 23.557 22.2106 19.5655 19.2086 18.3702 15.3507 14.6778 13.9939 13.8554 13.588 13.224 13.1421 11.9081 11.6585 threshold=0.5 3.5 1.5 3.5 2.5 3.5 2.5 21.5 6.5 0.5 0.5 0.5 4.5 2.5 4.5 2.5 2.5 0.5 1.5 0.5 0.5 5.5 1.5 1.5 1.5 1.5 1.5 1.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 9 7 -3 10 15 12 11 16 19 -14 21 17 20 26 -13 23 24 -12 -7 -1 -2 27 28 -11 -4 -8 right_child=3 6 8 -5 -6 22 29 -9 -10 25 14 18 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 24 6 28 3 4 22 29 7 8 27 21 18 13 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0366412 0.0592955 0.0936357 0.0229605 -0.0378627 0.105133 0.0508905 0.0310585 -0.0533501 0.095845 -0.008706 0.0956346 0.088884 0.101844 -0.0512185 -0.00764015 -0.0310258 0.0951952 0.0893295 0.00429508 -0.0490997 -4.62684e-05 0.0204954 -0.0384744 -0.00113812 -0.0197261 -0.0427097 -0.01115 0.0348476 0.0872458 -0.0531209 leaf_count=10241 576 1876 302 362 140 115 119 130 680 1272 3901 1527 127 178 104 213 158 288 118 13356 547 107 324 706 113 521 241 397 125 142 internal_value=0 -0.0146858 -0.206854 0.786942 -0.357187 0.810554 0.868329 0.833545 0.687772 -0.369041 0.847047 0.703433 -0.407163 0.31995 0.930151 0.398198 0.435326 0.505873 0.854509 -0.418925 0.320095 0.945253 -0.062222 -0.33998 0.497219 -0.0403975 0.295172 0.047903 0.479681 0.0217438 internal_count=39006 30924 28787 8082 26938 7720 2137 7281 1849 26798 7151 3039 24608 305 4112 1169 1394 956 1645 24303 1236 4008 439 10947 689 2190 668 1669 427 261 Tree=87 num_leaves=31 split_feature=38 55 49 38 22 22 49 49 89 18 22 49 42 61 88 35 21 84 55 91 25 39 10 66 42 16 70 24 24 38 split_gain=443.525 86.1888 84.9113 46.0923 31.8067 28.1523 22.0382 17.1431 13.4185 13.3305 18.0664 10.7601 10.4717 9.7864 9.59 8.75227 8.51987 8.2514 7.97128 7.95735 7.77235 7.76993 8.72206 12.7721 10.6586 10.3076 7.50369 8.85157 6.32406 5.90209 threshold=1.5 4.5 0.5 3.5 1.5 0.5 3.5 2.5 6.5 1.5 0.5 0.5 5.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 2.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 6 19 7 9 13 16 10 11 -2 28 -4 -9 20 17 -7 -6 21 -5 22 23 26 -25 -26 29 -28 -3 -1 right_child=3 12 5 15 18 8 -8 14 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_parent=29 11 28 13 20 18 17 6 14 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 24 25 25 27 27 28 29 leaf_value=-0.0297925 -0.0139956 0.0484496 -0.0116551 0.0975076 -0.00136368 0.0283311 0.0883229 0.0349877 -0.0443279 -0.0455211 0.0820096 0.0407209 9.43455e-05 -0.0416601 -0.0270807 0.0413524 0.015485 0.0934993 0.0652048 -0.0513087 0.0513985 -0.0483873 -0.0526108 -0.0435031 -0.0236025 0.0633851 0.0459936 -0.022422 0.105053 0.0193266 leaf_count=3962 609 171 1508 555 383 143 128 324 146 218 170 238 127 1343 158 139 264 152 102 7388 116 7304 2938 8881 624 113 211 321 107 163 internal_value=0 -0.343153 -0.36254 0.574756 -0.417039 -0.0478005 0.27387 -0.152739 0.319372 0.141278 0.241039 0.078473 0.535566 -0.244355 0.176558 0.835489 0.42771 0.647284 0.15697 -0.430171 0.901384 -0.406907 -0.375569 -0.35026 -0.408182 -0.101323 -0.237746 0.0526448 0.714914 -0.276543 internal_count=39006 36833 36428 2173 32390 4038 1363 3333 705 1235 1017 847 405 2851 482 810 559 295 485 31905 671 24517 17213 14275 9618 737 4657 532 278 4125 Tree=88 num_leaves=31 split_feature=89 67 74 77 89 34 75 46 59 6 15 66 75 67 10 77 24 70 77 66 75 74 57 77 82 89 10 70 59 42 split_gain=909.511 442.466 420.39 169.766 106.438 96.7068 78.7669 63.7721 56.5641 55.9669 44.0885 40.0689 32.552 29.6385 26.1457 25.8828 25.5174 25.2991 23.6665 22.6843 18.3656 17.9828 19.4909 17.773 16.5526 15.5952 15.2951 15.1432 14.6332 14.181 threshold=0.5 1.5 3.5 1.5 2.5 9.5 0.5 1.5 3.5 2.5 0.5 17.5 2.5 3.5 5.5 0.5 0.5 1.5 11.5 2.5 4.5 2.5 1.5 0.5 0.5 1.5 1.5 1.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 6 7 15 9 11 12 -4 13 23 17 16 21 29 -3 28 -14 -18 22 25 27 -25 -2 -9 -1 -5 -8 right_child=4 8 10 18 -6 -7 14 26 -10 -11 -12 -13 19 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=27 25 17 10 28 4 5 29 26 8 9 10 11 19 13 14 15 20 17 18 19 20 21 22 24 24 25 26 27 28 29 leaf_value=-0.0468517 -0.033584 0.0233181 0.0867073 0.0482874 0.0910003 0.0956093 0.0980335 0.0384635 -0.0390782 0.0884085 0.000566151 -0.0442352 0.0743475 0.0936182 -0.045411 0.0671946 0.0127074 0.0947973 0.119521 -0.0214999 0.0888237 0.0631515 0.0609686 -0.032012 0.0376732 0.0191311 -0.0433857 -0.0127686 -0.0424101 0.0304032 leaf_count=26789 1112 653 728 482 2095 146 665 374 286 110 305 143 169 856 110 228 331 187 100 409 117 106 126 700 187 320 135 825 106 106 internal_value=0 -0.129162 -0.236121 -0.327943 0.680518 -0.372445 0.431065 -0.389955 0.627763 -0.414696 0.719973 0.709834 -0.425612 0.765369 0.70611 0.109619 0.753048 0.474923 0.545222 0.110382 0.39489 -0.00242602 -0.0852372 -0.441126 -0.123342 -0.177813 0.23826 -0.455826 0.373367 0.907449 internal_count=39006 33690 31565 30532 5316 29844 3221 29698 2125 29189 1033 1839 29079 1696 1329 1892 1219 840 688 578 448 1664 1558 28501 887 1432 509 27614 588 771 Tree=89 num_leaves=31 split_feature=61 35 58 90 14 52 39 37 37 40 40 58 66 61 35 10 58 35 91 87 87 31 59 67 58 37 40 16 31 59 split_gain=598.812 358.969 189.378 131.852 87.1073 73.4193 50.59 46.0808 42.521 34.0093 30.6196 36.9837 30.4113 25.6984 24.407 25.8245 22.0018 19.7353 20.2172 19.1956 18.3667 19.8334 19.0053 18.1645 17.0008 16.2699 13.6887 13.7774 11.5194 10.223 threshold=3.5 2.5 3.5 4.5 5.5 4.5 6.5 0.5 3.5 3.5 0.5 2.5 1.5 6.5 8.5 0.5 1.5 0.5 3.5 0.5 0.5 1.5 1.5 5.5 7.5 0.5 0.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 6 9 8 14 10 12 11 13 -1 -2 15 19 17 18 -14 29 21 22 25 -12 -4 26 27 -19 -9 -3 right_child=4 7 24 -5 -6 -7 -8 28 -10 -11 23 -13 16 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=12 13 29 24 3 4 5 6 28 8 9 23 11 18 13 14 15 16 27 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0487464 0.0123803 0.0789604 0.0416892 0.0857739 -0.0526295 0.0811275 -0.0360066 0.0155923 -0.0150261 0.0486713 0.0968742 0.112333 -0.0425058 0.0723888 0.0948455 -0.0304363 0.0229437 0.00417685 0.0497934 -0.00339769 -0.0454685 -0.0368073 -0.0476338 0.00654282 0.114602 -0.0337886 0.0986836 0.0791043 -0.0514919 0.0215413 leaf_count=19602 747 479 187 219 490 119 261 307 255 168 1178 196 9280 314 355 169 368 491 119 171 1156 887 313 102 175 248 143 153 220 134 internal_value=0 -0.241771 -0.334315 -0.368728 0.586712 -0.39246 0.661501 0.497683 0.712005 -0.406184 0.764781 0.550041 -0.414853 0.379619 0.636042 0.469693 -0.31861 -0.340063 -0.407512 0.578557 -0.177586 -0.0521184 0.120509 0.926726 0.846081 0.255922 0.398874 0.248163 -0.073125 0.695196 internal_count=39006 35463 33628 33266 3543 33047 3053 1835 2792 32928 2537 1257 32760 1061 1308 953 13158 12790 9399 784 3391 2235 1348 1280 362 1035 787 644 527 613 Tree=90 num_leaves=31 split_feature=16 83 42 77 77 52 41 18 78 4 24 70 58 39 23 76 39 34 78 41 7 24 10 67 24 37 16 89 36 42 split_gain=116.279 40.4668 29.5469 32.1607 29.1192 27.6409 22.8652 26.384 20.5054 17.0033 15.5535 15.0288 13.1426 12.557 10.3292 10.2643 9.44728 8.02016 7.76165 10.676 7.64696 7.5551 12.4388 6.72292 6.62874 6.07224 6.00108 5.93837 9.97996 7.8708 threshold=0.5 0.5 0.5 2.5 2.5 12.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 12.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 4.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 3 6 5 13 7 8 10 21 11 17 -12 15 24 18 -10 -2 20 -20 -1 22 -3 25 -5 -6 -8 28 -22 -30 right_child=2 9 -4 14 23 -7 26 -9 16 -11 12 -13 -14 -15 -16 -17 -18 -19 19 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=20 17 22 2 24 25 5 26 7 16 9 12 11 12 13 14 15 16 17 19 19 28 21 22 23 24 25 26 27 29 29 leaf_value=-0.042827 0.0199307 0.0573523 -0.0489291 0.0614971 0.057706 0.0439798 -0.032793 -0.0463965 0.0706622 0.0766644 -0.0272904 0.0898955 0.0503975 -0.0488343 0.106608 0.0143844 -0.00455213 -0.0415184 0.054754 -0.0488217 -0.031778 -0.0474229 -0.053179 -0.0288651 -0.0132175 -0.0103658 0.0154728 -0.0502492 0.0211264 -0.0538264 leaf_count=11786 887 156 865 128 156 191 1660 534 350 170 967 106 150 15668 132 185 120 185 129 146 2006 208 144 132 101 108 161 807 530 137 internal_value=0 -0.392202 -0.023184 0.03552 -0.408729 -0.421157 -0.0213161 0.082529 0.160488 0.207787 0.065152 0.221705 -0.162196 -0.429411 0.62553 -0.374105 0.557346 0.135956 -0.384076 0.0525307 -0.393193 -0.0703256 0.185745 0.181229 0.347296 0.355847 -0.27302 -0.279058 -0.219867 0.0672674 internal_count=39006 32660 6346 5481 31982 31586 5120 3299 2765 678 2295 1178 1117 31395 361 15727 470 1072 15542 275 15267 508 300 396 229 264 1821 3481 2674 667 Tree=91 num_leaves=31 split_feature=39 14 85 1 59 10 67 40 53 8 71 58 47 33 58 24 74 32 25 31 8 68 33 55 87 14 29 59 59 70 split_gain=503.763 299.132 181.462 155.57 114.871 87.5611 80.9705 64.0546 60.5599 59.3436 51.663 50.1444 51.1303 51.9724 40.7784 37.9626 34.3171 34.0562 33.7883 31.6857 27.8365 27.0891 23.3641 22.8251 20.987 20.7469 20.0041 19.6777 19.1049 18.0036 threshold=0.5 1.5 0.5 0.5 1.5 3.5 1.5 1.5 0.5 4.5 2.5 2.5 2.5 4.5 1.5 2.5 1.5 0.5 0.5 2.5 3.5 0.5 0.5 0.5 1.5 2.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 9 4 5 6 7 11 14 10 15 12 13 17 16 -1 23 28 21 -14 -10 -3 26 27 -6 -5 -19 29 -2 -4 right_child=3 18 8 25 24 -7 -8 -9 20 -11 -12 -13 19 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=15 28 21 29 25 24 5 6 7 20 9 10 11 19 13 14 15 16 26 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0450126 0.0467647 0.057491 0.0577167 -0.038951 -0.037489 -0.0491048 -0.0203674 -0.00780756 -0.0335288 0.0547047 0.0661092 -0.0314465 0.0776588 -0.0319072 -0.0553078 0.0243137 -0.0401958 0.0600673 -0.0191946 0.0181018 0.0481038 -0.0300989 0.0846088 -0.00678636 0.046864 0.0447852 -0.00440838 -0.0143627 -0.000583204 0.0150614 leaf_count=11990 4153 2215 1564 1474 1070 660 663 567 1749 210 164 261 3563 394 287 332 388 3578 285 341 160 134 1041 368 133 101 131 272 337 421 internal_value=0 0.0196025 -0.138783 0.474721 0.507955 0.534252 0.54915 0.568186 0.151817 -0.34716 -0.385186 0.586172 0.596556 0.530436 0.283887 -0.414682 0.336852 0.547209 0.491457 0.742447 -0.214598 0.540609 0.637525 0.390542 -0.227803 -0.280484 0.579374 0.45228 0.441784 0.498737 internal_count=39006 20539 17905 18467 16892 15689 15029 14366 5209 12696 12486 13799 13538 9634 3300 12322 3013 9240 2634 3904 1909 2349 4750 2625 1203 1575 3709 2257 4490 1985 Tree=92 num_leaves=31 split_feature=85 14 39 59 8 58 68 91 42 39 8 0 42 91 23 39 14 47 59 25 69 42 87 25 24 24 47 47 33 31 split_gain=325.069 227.407 108.984 107.968 59.0592 49.2945 46.2182 40.5801 33.5571 50.1459 40.233 28.5626 28.3349 27.7389 25.4863 25.3936 30.7365 24.3273 19.944 18.7122 18.9735 17.5025 17.225 16.261 15.6714 14.1841 13.728 12.6595 14.7263 12.146 threshold=0.5 1.5 1.5 0.5 7.5 2.5 2.5 1.5 0.5 6.5 5.5 2.5 2.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 2.5 4.5 2.5 0.5 6.5 2.5 3.5 0.5 0.5 9.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 12 6 7 8 9 10 15 -10 25 23 19 16 22 -17 21 20 27 -5 -2 29 -19 -1 -12 28 -4 -3 right_child=3 13 14 18 -6 -7 -8 -9 11 -11 26 -13 -14 -15 -16 17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 22 29 28 21 4 5 6 7 11 9 26 11 12 13 14 17 16 24 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0482282 -0.0290797 0.0335101 0.0532969 -0.0106163 0.0511871 -0.0425212 -0.0533544 -0.0235039 0.0566691 0.0772322 0.042642 -0.0261598 0.0385526 -0.0172678 -0.0252265 0.0429771 0.0338443 0.00710296 -0.04474 -0.0314043 0.0927081 0.0659048 0.0322805 -0.0122999 0.0555266 -0.00853655 0.0846082 -0.000313289 -0.014148 0.0749726 leaf_count=15063 1387 2526 580 1801 176 561 407 580 2755 623 609 206 185 628 1197 1872 721 2276 1248 359 165 129 195 316 354 618 272 811 215 171 internal_value=0 -0.15029 -0.300182 0.264948 -0.413757 0.327256 0.346233 0.361836 0.382385 0.312047 0.26192 0.531553 -0.445266 0.269484 0.0601278 0.195946 0.00629373 0.278746 -0.174715 0.187945 0.27024 -0.0252112 -0.182004 0.335453 0.135645 -0.462683 0.573058 0.196014 0.377821 0.378315 internal_count=39006 23010 19369 15996 16042 12818 12257 11850 11270 8309 7686 2961 15866 3641 3327 6805 2303 4502 3178 2130 1771 1930 1582 3013 2630 15681 881 1606 795 2697 Tree=93 num_leaves=31 split_feature=24 25 14 85 53 25 47 41 15 24 87 25 42 59 48 58 23 23 59 58 24 71 39 85 31 85 87 91 39 39 split_gain=121.232 92.3709 54.3358 47.2505 30.0187 29.8521 26.5396 27.3132 21.9122 27.3088 34.3818 20.1112 19.2161 21.3752 18.6285 16.5748 16.1725 15.1258 14.6067 13.6837 13.3261 13.1461 22.6773 12.8627 11.2767 11.0439 10.9535 9.75277 9.14775 8.8748 threshold=1.5 0.5 4.5 3.5 1.5 0.5 4.5 1.5 0.5 5.5 0.5 0.5 3.5 0.5 0.5 0.5 1.5 0.5 1.5 1.5 3.5 3.5 2.5 0.5 0.5 1.5 3.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 6 3 12 15 17 7 8 9 16 -11 24 26 -14 19 20 27 -4 -10 23 -3 22 -6 -9 -5 -25 29 -2 -29 -1 right_child=1 4 5 11 21 -7 -8 14 18 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_parent=29 27 20 17 24 22 5 6 23 18 10 10 11 13 13 14 15 16 17 18 19 20 21 22 25 24 25 26 28 28 29 leaf_value=-0.0491289 -0.00603112 0.0521655 0.0160534 0.0103884 -0.0452083 0.073152 -0.0438111 0.0113198 -0.030934 -0.0199399 0.0905931 0.101365 -0.0333386 0.0787922 -0.0436558 -0.00580905 -0.0374296 -0.0340385 0.0490317 -0.0257048 0.106632 0.0678699 0.0407007 0.137426 -0.0517206 0.0546941 -0.00967286 -0.00273364 0.0807132 -0.0370612 leaf_count=15479 2293 344 483 752 462 208 1980 158 3824 276 297 112 293 128 181 151 1144 890 153 128 227 110 194 119 266 187 563 132 136 7336 internal_value=0 -0.0498594 -0.355694 -0.394706 0.408567 0.054714 -0.145947 -0.0935494 -0.138358 -0.02014 0.427345 0.0820953 -0.426683 0.0796538 0.32112 0.654172 -0.105064 -0.0950108 -0.278076 0.492629 0.764975 0.0722094 -0.0691342 0.64878 -0.0287432 0.89703 -0.43975 -0.00560913 0.398624 -0.451028 internal_count=39006 12496 26510 24929 1488 1581 11008 9028 8255 4278 573 1130 23799 421 773 722 3705 1373 3977 592 571 766 656 464 1018 306 23378 2561 268 22815 Tree=94 num_leaves=31 split_feature=33 38 34 33 42 15 33 15 33 53 23 24 33 15 31 24 59 23 47 14 53 32 32 39 47 8 72 31 14 31 split_gain=1258.83 72.5494 19.6247 12.2596 8.49047 6.59914 5.10181 8.50245 1.55375 2.42334 3.96599 0.916952 0.599257 0.574654 0.756848 1.04226 1.73155 1.17143 0.561398 0.455416 0.444393 0.297707 0.25893 0.187897 0.265501 0.10885 0.293905 0.780579 0.0641407 0.0606317 threshold=3.5 0.5 0.5 2.5 0.5 0.5 6.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 1.5 1.5 0.5 0.5 1.5 8.5 0.5 6.5 2.5 7.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 6 8 -3 -5 7 -2 12 10 -10 21 25 14 15 16 17 18 -14 -17 -7 23 -12 24 -8 -1 27 -27 -16 -29 right_child=1 4 -4 5 -6 20 11 -9 9 -11 22 -13 13 -15 28 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_parent=25 7 4 2 5 4 20 24 7 10 9 22 11 18 13 28 19 16 17 18 19 20 21 22 23 24 27 26 29 28 29 leaf_value=-0.0529611 0.08691 0.0173255 0.015033 0.0139689 -0.0551784 -0.0313046 0.0913361 0.0277549 0.00362169 -0.0522029 -0.0507201 0.103477 -0.024459 -0.0521418 -0.053492 -0.0535522 -0.0536006 -0.0470847 -0.000195618 -0.03774 -0.0532435 0.0982087 -0.0351565 0.0942496 0.0848048 -0.0230783 -0.053211 -0.0446908 -0.0464523 -0.0531244 leaf_count=27485 208 129 132 189 231 108 629 100 131 1039 258 159 146 3362 847 574 247 126 108 190 187 137 128 292 157 106 1072 101 134 294 internal_value=0 0.787285 0.866137 -0.51111 -0.227739 -0.125203 0.898732 0.713252 -0.518607 -0.428655 -0.287258 0.932923 -0.522763 -0.495256 -0.461995 -0.421126 -0.339964 -0.234269 -0.14307 -0.493635 -0.433711 0.919669 -0.45521 0.911733 0.900279 -0.528247 -0.504163 -0.444947 -0.525692 -0.508954 internal_count=39006 2174 1814 36832 360 484 1682 308 36348 1556 517 1374 34792 5734 2372 1391 627 380 254 764 295 1215 386 1078 786 29058 1573 501 981 395 Tree=95 num_leaves=31 split_feature=25 10 59 41 14 39 68 34 59 3 41 39 59 10 31 42 92 57 24 39 41 10 46 24 88 59 46 71 59 32 split_gain=1100.61 828.12 546.81 123.204 73.9926 55.5408 52.1206 51.5837 46.7238 37.0599 51.8501 33.7802 33.483 45.8009 22.8869 18.5218 18.381 17.3483 17.4004 16.1649 22.18 13.0783 11.2512 10.5603 10.5388 8.46533 8.20225 7.87514 7.67807 13.2892 threshold=0.5 3.5 1.5 1.5 5.5 5.5 1.5 17.5 4.5 0.5 0.5 1.5 3.5 4.5 4.5 1.5 0.5 1.5 3.5 0.5 0.5 0.5 0.5 0.5 5.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 19 5 7 23 9 17 10 12 16 13 -2 24 28 22 18 21 20 -1 -4 27 -3 -11 -7 -22 -5 29 -12 right_child=4 6 8 11 -6 25 -8 -9 -10 14 15 -13 -14 -15 -16 -17 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 13 23 21 27 4 25 6 7 8 24 29 11 12 13 14 15 16 17 18 19 26 21 22 23 24 25 26 27 28 29 leaf_value=-0.0385198 -0.0139334 0.0899454 0.031625 0.0237924 -0.0451461 -0.0497383 -0.0248967 -0.0418574 0.0860756 0.0892117 0.0795555 -0.0377898 0.081033 0.0886 0.0019833 0.00298254 0.0919717 -0.045339 -0.0275108 -0.0477206 -0.0129486 0.0840544 0.07717 0.0524352 0.0348106 0.0239162 0.0412866 -0.0377266 0.0877745 0.0230721 leaf_count=10664 927 1750 514 538 328 226 211 160 808 3912 430 484 192 119 120 126 147 147 148 13523 1207 236 104 184 103 115 153 119 1122 189 internal_value=0 -0.0150084 -0.201221 -0.349691 0.729242 0.749065 0.816446 0.76836 0.641566 0.782629 0.637279 0.220743 0.307303 0.107459 0.867349 0.779066 0.384962 0.315891 0.401537 -0.407822 -0.338727 0.510074 0.257488 0.866431 0.881552 -0.176727 -0.0562149 0.156999 0.810958 0.656336 internal_count=39006 30937 28792 26939 8069 7741 2145 7400 1853 7240 3105 1392 1238 1046 4135 1867 908 1045 898 25547 12024 750 761 1934 4015 341 1360 657 1741 619 Tree=96 num_leaves=31 split_feature=38 49 55 22 44 85 38 85 68 42 16 54 85 18 22 42 87 52 39 71 85 87 32 39 23 10 91 14 47 17 split_gain=407.705 81.971 85.672 47.9053 40.6551 30.461 30.2292 29.3072 18.3756 18.1977 18.313 16.5459 13.4828 10.7746 10.6433 10.3671 8.24938 11.947 9.65833 9.52818 8.22295 7.12685 6.9596 6.82662 8.21361 12.8203 9.45563 9.76828 10.0483 7.00435 threshold=1.5 1.5 5.5 0.5 0.5 2.5 5.5 3.5 3.5 0.5 0.5 0.5 4.5 1.5 0.5 0.5 2.5 0.5 1.5 0.5 2.5 1.5 0.5 0.5 0.5 2.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 12 5 6 15 9 -6 -5 -11 13 23 14 20 -2 17 18 19 -14 22 -4 -3 24 25 26 27 28 29 -1 right_child=4 11 21 7 8 -7 -8 -9 -10 10 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 15 22 21 9 8 5 6 7 8 10 10 11 19 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0169749 -0.018829 0.0236113 0.0660738 -0.0324555 0.0866996 0.095453 0.081262 0.0627013 -0.00775298 -0.00782511 0.0994883 -0.0176768 0.0877917 -0.0401885 0.0771973 0.0390645 -0.036466 -0.0414937 -0.0327471 -0.00460983 0.0580847 0.00309561 -0.0374528 -0.0476464 -0.0436229 -0.0529553 -0.04961 -0.0482533 -0.0278164 -0.0351748 leaf_count=951 870 325 245 1270 689 172 126 200 122 299 102 523 170 125 168 195 776 273 130 124 178 109 134 15032 11420 1731 797 540 991 219 internal_value=0 -0.334405 -0.368676 -0.38982 0.543437 0.274608 0.11951 -0.0162011 0.798161 -0.159235 0.263156 0.157761 -0.418709 0.314095 0.38389 -0.0659209 -0.175325 0.0266748 0.285911 0.525371 0.244294 0.523126 0.0751947 -0.432156 -0.392691 -0.301325 -0.21703 -0.147405 -0.0725668 0.0809412 internal_count=39006 36832 35379 35025 2174 1363 1191 1871 811 1671 401 1453 33154 930 805 1065 1473 697 424 294 637 354 459 31681 16649 5229 3498 2701 2161 1170 Tree=97 num_leaves=31 split_feature=89 67 74 77 89 34 68 75 46 59 68 58 15 46 67 34 6 74 43 57 59 67 15 75 77 10 31 39 85 25 split_gain=791.311 394.746 388.051 149.344 91.6562 88.6768 70.6587 65.6206 64.3433 45.3906 42.0874 34.2531 34.1364 25.7187 30.5888 22.6612 22.2548 21.5992 21.3352 19.3675 18.9997 17.0418 15.1852 18.6031 14.0329 12.4852 12.3491 11.6025 11.4621 11.9234 threshold=0.5 1.5 3.5 1.5 3.5 11.5 1.5 1.5 1.5 3.5 0.5 0.5 0.5 0.5 5.5 5.5 1.5 2.5 0.5 0.5 2.5 0.5 0.5 8.5 11.5 1.5 1.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 7 6 8 10 16 11 15 13 -4 14 27 17 21 -2 -12 -8 24 -1 -9 -24 26 -10 -5 -3 29 -23 right_child=4 9 12 20 -6 -7 19 22 25 -11 18 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 17 27 12 26 4 5 19 22 25 9 18 11 12 13 14 15 16 17 18 19 20 29 23 23 24 25 26 27 28 29 leaf_value=-0.0464045 -0.0121438 0.0314657 0.0801195 0.0704942 0.087848 0.0920408 0.0067008 0.089697 0.036287 -0.0370162 0.0800591 0.00165846 0.00451554 0.0936735 0.0890771 0.090704 0.0216142 0.0605993 0.0152964 0.0868632 -0.0459034 0.0144587 0.0212845 0.0920708 0.107022 -0.0388978 0.0123712 -0.0513569 -0.0470134 -0.0405727 leaf_count=26371 1777 541 747 254 1728 121 429 548 354 283 375 269 303 673 256 107 218 121 249 123 105 770 266 137 100 136 216 111 813 505 internal_value=0 -0.123291 -0.228216 -0.32099 0.633094 -0.364544 -0.381862 0.433326 -0.408104 0.584646 0.22965 0.653948 0.675517 0.737979 0.508977 0.0349435 -0.434735 -0.0301005 0.576023 0.302925 0.495932 -0.444141 0.745917 0.498687 0.589578 0.229915 0.438679 0.203821 -0.205194 -0.048174 internal_count=39006 33698 31565 30515 5308 29840 29719 3580 29167 2133 2629 1850 1050 1581 908 2005 28677 1898 624 552 675 28459 951 403 570 490 470 652 2088 1275 Tree=98 num_leaves=31 split_feature=7 52 58 90 42 29 40 7 58 89 91 40 77 69 40 52 74 10 67 58 41 23 59 36 47 25 16 28 72 29 split_gain=439.005 328.698 124.972 103.903 94.177 82.7285 70.7678 57.0359 47.2742 38.6953 34.1273 24.2135 22.4133 22.216 19.4599 23.6083 18.9047 18.4567 16.5446 16.001 19.035 14.0783 13.9653 14.1486 13.7258 12.7748 11.9546 14.6957 10.7225 9.67887 threshold=1.5 2.5 2.5 12.5 0.5 2.5 1.5 5.5 8.5 0.5 4.5 0.5 0.5 1.5 0.5 5.5 2.5 0.5 1.5 7.5 0.5 4.5 1.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 7 6 10 8 9 11 18 22 13 17 15 -3 -7 25 26 20 -4 -13 23 24 -2 -8 27 -1 -9 -28 right_child=4 14 19 -5 -6 16 12 28 -10 -11 -12 21 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_parent=27 24 15 20 3 4 16 25 28 8 9 10 21 12 13 14 15 16 17 18 19 20 21 22 23 24 25 29 27 28 29 leaf_value=-0.0448763 0.00232881 -0.0187367 0.0783902 0.109053 -0.0405444 -0.00553745 0.0943105 0.0902993 0.116703 -0.0245141 0.0472144 0.080542 -0.0507216 -0.0231565 0.0853448 0.0840901 0.113724 -0.020331 -0.0143842 0.111102 -0.0103926 0.0110943 -0.0282454 -0.00510107 0.0580526 0.0138768 -0.0260694 0.0041178 0.0332776 0.0454919 leaf_count=28277 303 221 162 103 811 118 298 716 140 732 171 466 258 305 579 101 120 154 1505 100 218 130 281 348 580 133 1040 409 115 112 internal_value=0 -0.239829 -0.310605 -0.34035 0.431002 -0.356822 -0.373539 0.523389 0.362224 0.281951 -0.403355 0.392282 0.179103 0.327647 0.710063 0.309753 0.778764 0.547459 -0.412921 0.612761 0.386614 0.676966 0.237699 0.312991 0.437773 0.736948 -0.428175 -0.440383 0.845851 -0.171459 internal_count=39006 34384 33483 33003 4622 32900 32662 3811 2980 2840 31514 2108 1148 890 901 322 238 585 31343 480 380 596 1512 1231 883 431 29838 28686 831 1152 Tree=99 num_leaves=31 split_feature=16 29 7 52 42 89 76 6 77 13 37 41 66 75 89 70 35 13 34 79 78 35 59 34 24 91 65 8 14 13 split_gain=119.689 38.1586 33.0426 28.4466 27.2354 25.9545 22.3694 21.1155 20.4722 20.4294 17.4586 14.5907 12.9059 13.1811 14.8421 12.1903 11.0023 10.5085 10.4022 9.31097 9.1369 8.07564 6.43052 6.29901 5.96033 5.72859 8.44816 5.58856 5.29446 5.18915 threshold=0.5 3.5 0.5 12.5 0.5 0.5 1.5 0.5 2.5 0.5 0.5 0.5 6.5 2.5 0.5 0.5 4.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 1.5 0.5 2.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 17 6 5 8 7 12 11 10 -8 15 16 27 -15 24 29 18 21 20 23 -2 -17 -9 -4 26 -13 28 -14 -1 right_child=2 -3 4 -5 -6 -7 9 19 -10 -11 -12 25 13 14 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 21 1 24 3 4 5 10 23 8 9 10 26 28 14 14 22 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0419013 -0.00778433 0.0813739 0.0273318 0.045534 -0.0525501 -0.0249848 0.0894918 0.00243297 0.102089 -0.0489728 -0.0374515 -0.0133628 -0.00973631 0.0861347 -0.0417349 0.0771427 0.0204702 -0.0375994 -0.0378926 -0.0417042 0.0620181 0.0336742 0.0264248 -0.0419873 -0.033592 -0.0417017 0.071455 -0.0504165 -0.0510938 -0.0500466 leaf_count=14569 1090 104 567 202 379 605 132 846 151 254 102 271 915 119 127 353 180 1304 699 741 124 299 165 382 115 238 103 803 348 12719 internal_value=0 -0.382973 -0.00435929 -0.391158 0.170641 0.243716 -0.399844 -0.411391 0.352247 0.106004 0.507233 0.27516 -0.432245 -0.233408 0.323155 0.391662 -0.450917 -0.182028 -0.0792927 -0.140979 -0.015174 0.0214073 0.62514 -0.0932595 0.196484 -0.076509 0.113329 -0.312772 -0.200969 -0.456198 internal_count=39006 32667 6339 32563 2947 2568 32361 31873 1963 488 234 1812 29780 2312 246 1200 27468 3392 2088 2093 1352 1389 518 1228 682 612 374 2066 1263 27288 Tree=100 num_leaves=31 split_feature=13 14 85 16 24 59 10 59 25 47 49 16 71 8 23 8 71 28 54 59 33 74 41 47 23 84 70 66 41 57 split_gain=434.905 388.24 220.967 75.7886 71.2947 63.3955 61.807 51.6793 46.0427 38.3805 42.2076 38.2395 35.2084 41.3998 34.3939 29.3467 25.823 25.6419 24.0518 21.9354 21.896 21.7875 19.1905 24.9317 18.2206 17.8393 17.7907 17.8165 17.6271 16.9076 threshold=1.5 0.5 0.5 1.5 2.5 0.5 1.5 1.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 3.5 4.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 2.5 2.5 0.5 8.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 8 15 11 7 12 9 16 17 21 13 28 -14 -1 19 -11 -19 20 -2 22 23 -4 -6 -16 27 -25 29 -3 right_child=3 6 5 -5 24 -7 -8 -9 -10 10 -12 -13 14 -15 25 -17 -18 18 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_parent=15 20 29 23 3 24 5 6 7 8 17 10 11 14 13 25 15 16 18 18 19 20 21 22 27 24 25 26 27 28 29 leaf_value=-0.0421899 0.0365509 0.0299134 0.0185732 -0.0406828 0.0604705 -0.0316283 -0.0232281 -0.0281864 -0.0166005 0.0689842 0.0187559 -0.0201594 0.0366159 0.0550153 0.0847506 0.0264881 0.0824561 0.0622648 -0.0180301 -0.0108406 0.0706786 -0.0312111 0.00379289 0.0680396 -0.0284677 0.045621 0.0193012 -0.00951073 -0.0197884 -0.0481099 leaf_count=13577 2935 1604 1012 515 311 1527 847 546 479 4866 686 887 927 1538 1047 239 340 215 230 302 537 327 680 1169 162 336 404 128 479 154 internal_value=0 0.0980445 -0.120087 0.514566 -0.345907 0.167598 0.403194 0.443196 0.533277 0.548558 0.625051 0.255188 0.474356 0.358796 0.613278 -0.397007 0.429562 0.662639 0.263829 0.389938 0.419293 0.321287 0.352376 0.410244 0.386259 0.753029 0.534916 0.625773 0.17809 0.254231 internal_count=39006 27901 20423 11105 14289 6134 7478 6631 10590 10111 5997 4607 6085 3775 2310 13816 4114 5311 445 3774 3472 3720 3393 2713 473 1383 1701 1297 2237 1758 Tree=101 num_leaves=31 split_feature=85 14 13 59 8 0 42 84 8 66 33 71 23 91 24 8 24 84 8 23 84 23 29 87 47 13 66 24 14 66 split_gain=281.563 198.386 108.324 99.9344 59.1838 44.729 46.7466 40.6085 33.5611 41.4121 27.0839 26.8905 29.4675 25.9572 22.9839 21.7342 22.738 21.2324 20.8888 24.0195 18.519 18.0567 27.3124 20.8747 17.2378 15.9503 14.7609 14.7029 13.8941 13.6724 threshold=0.5 1.5 2.5 0.5 5.5 2.5 0.5 3.5 12.5 2.5 0.5 2.5 0.5 0.5 2.5 2.5 5.5 5.5 1.5 0.5 2.5 0.5 0.5 4.5 4.5 3.5 3.5 3.5 8.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 7 6 8 11 9 10 21 14 -13 17 -1 16 -11 18 19 -3 -5 22 24 -23 -2 -7 -4 -26 -21 -6 right_child=3 13 26 20 29 25 -8 -9 -10 15 -12 12 -14 -15 -16 -17 -18 -19 -20 28 -22 23 -24 -25 27 -27 -28 -29 -30 -31 leaf_parent=14 24 19 26 20 29 25 6 7 8 16 10 12 12 13 14 15 16 17 18 28 20 23 22 23 27 25 26 27 28 29 leaf_value=-0.0479436 0.0344807 0.0367792 0.0225296 -0.0252372 -0.00826697 -0.0463913 0.0504343 0.045207 0.0597385 -0.0265612 -0.00716305 0.11553 -0.0375919 -0.0184654 -0.00149223 0.0327444 0.0419471 0.0953161 0.0459043 -0.0326975 0.0356504 0.00779394 0.135312 0.0517796 0.0230543 0.0213508 -0.0397585 0.112693 0.0169479 0.0762695 leaf_count=15821 2372 724 1816 2902 100 642 2960 208 593 2028 775 116 207 623 661 400 286 139 966 670 290 1678 100 446 116 216 332 197 483 139 internal_value=0 -0.139443 -0.283725 0.248528 -0.377209 0.307086 0.331149 -0.410624 0.250582 0.208259 0.289087 -0.433587 0.28101 0.250164 -0.452433 -0.0431621 -0.161458 0.312756 0.27299 0.129964 -0.180233 0.337778 0.432286 0.197154 0.395784 -0.223704 0.166202 0.828434 -0.0975983 0.453418 internal_count=39006 23005 19400 16001 17252 12809 11951 17013 8991 8398 5684 16805 323 3605 16482 2714 2314 2982 2843 1877 3192 4909 2785 2124 2685 858 2148 313 1153 239 Tree=102 num_leaves=31 split_feature=66 87 24 25 10 25 14 13 13 42 53 41 41 14 47 24 59 61 78 15 42 41 13 85 87 47 24 87 23 66 split_gain=120.302 98.5213 51.6405 49.6446 48.7536 28.728 27.2597 26.3324 21.7009 22.5889 21.5995 20.8412 19.4557 17.572 15.846 19.9151 14.5793 14.4254 13.9947 11.4682 10.7745 12.2352 13.6883 10.0898 9.46508 8.04789 11.2447 11.3142 10.3608 9.58918 threshold=1.5 0.5 0.5 0.5 1.5 0.5 5.5 2.5 2.5 0.5 1.5 0.5 2.5 1.5 2.5 5.5 0.5 0.5 1.5 0.5 3.5 0.5 4.5 0.5 2.5 4.5 5.5 1.5 0.5 14.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 6 12 10 11 -1 -2 9 -7 24 -4 14 -12 15 16 17 20 -13 -17 21 -3 -23 -18 -5 26 28 -28 -9 -27 right_child=7 3 5 4 -6 8 -8 25 -10 -11 13 18 -14 -15 -16 19 23 -19 -20 -21 -22 22 -24 -25 -26 29 27 -29 -30 -31 leaf_parent=6 7 21 11 24 4 9 6 28 8 9 13 18 12 13 14 19 23 17 18 19 20 22 22 23 24 29 27 27 28 29 leaf_value=-0.045979 -0.0465986 0.00252395 -0.0260244 0.0773376 -0.0448835 -0.0204753 0.012612 0.0110906 0.0756099 0.0682331 -0.0077024 0.00354581 0.0963107 0.0837612 -0.0323021 0.0861286 -0.00161064 -0.0267803 0.0957988 0.0113495 -0.0467107 0.085134 -0.0163134 0.0755612 0.135714 -0.043339 -0.0054615 0.0818052 -0.0388305 0.0430355 leaf_count=8102 14824 2143 3828 223 380 648 429 475 167 170 231 915 110 118 948 162 199 1309 111 211 246 197 107 188 124 1120 229 143 847 102 internal_value=0 -0.106404 -0.245658 0.116527 0.521872 -0.0824999 -0.407686 -0.413382 0.25149 0.0403171 0.729259 -0.170874 0.0161538 0.345414 -0.0048538 0.0471997 -0.00474895 -0.0499602 0.132119 0.513428 0.0488303 0.0941142 0.513134 0.431126 1.01125 -0.179003 -0.0622946 0.306213 -0.191884 -0.355145 internal_count=39006 21266 14370 6896 1076 5839 8531 17740 985 818 696 4854 5820 349 5710 4762 4389 4002 1026 373 2693 2447 304 387 347 2916 1694 372 1322 1222 Tree=103 num_leaves=31 split_feature=33 82 42 74 33 15 53 82 33 53 23 70 7 33 15 31 24 59 66 66 14 35 24 8 72 31 13 33 23 33 split_gain=1177.03 64.8363 24.3937 14.7306 10.2582 5.49666 2.79788 2.23519 1.47355 2.66304 5.01148 0.875393 0.522929 0.416815 0.444338 0.529515 0.617016 1.0842 1.38843 2.67861 0.471063 0.30605 0.252009 0.167724 0.424774 1.22969 0.153688 0.659628 0.197467 0.0992873 threshold=3.5 0.5 0.5 0.5 2.5 0.5 1.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 8.5 0.5 6.5 0.5 6.5 2.5 15.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=4 2 3 6 8 -6 11 -3 13 10 -10 21 -7 23 15 16 17 18 19 -15 -18 26 -12 -1 25 -25 27 -2 -29 -30 right_child=1 7 -4 -5 5 12 -8 -9 9 -11 22 -13 -14 14 -16 -17 20 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_parent=23 27 7 2 3 5 12 6 7 10 9 22 11 12 19 14 15 20 17 18 19 20 21 22 25 24 25 26 28 29 29 leaf_value=-0.0527477 0.100497 -0.0138787 0.00557487 0.0243718 0.0113531 -0.054051 0.0683934 -0.0569765 0.00892531 -0.0529057 -0.0383384 0.0974777 -0.0298251 -0.0412142 -0.0521525 -0.052311 -0.0533578 -0.0534037 -0.0539292 0.0120621 -0.0369866 0.0819632 -0.0533845 -0.0157945 -0.0530203 -0.0506426 0.0848289 0.0870099 0.0951911 0.0891174 leaf_count=27509 107 113 148 115 173 157 169 167 128 1034 148 260 139 161 3297 974 586 241 127 107 191 149 238 111 1071 408 157 600 105 116 internal_value=0 0.749423 0.812705 0.850053 -0.509855 -0.144084 0.879599 -0.374721 -0.516869 -0.426752 -0.276659 0.897836 -0.427696 -0.521037 -0.49732 -0.467654 -0.43331 -0.370177 -0.288898 -0.186996 -0.490232 0.881973 -0.471491 -0.525723 -0.495186 -0.423868 0.890229 0.897208 0.883611 0.920169 internal_count=39006 2206 1926 1778 36800 469 1663 280 36331 1548 514 1494 296 34783 5684 2387 1413 636 395 268 777 1234 386 29099 1590 519 1085 928 821 221 Tree=104 num_leaves=31 split_feature=25 10 59 41 71 13 34 59 56 10 59 41 10 61 32 2 75 92 75 56 41 41 24 46 37 33 56 12 92 41 split_gain=949.927 722.757 485.034 112.246 66.3432 47.968 45.0371 42.7889 31.4347 30.4421 79.7605 54.3228 27.3983 25.1944 24.5971 21.5688 19.6296 17.9714 14.494 14.4636 14.0432 12.8329 12.5107 11.9732 10.0805 12.1605 9.85559 9.84305 8.84496 8.42689 threshold=0.5 4.5 1.5 1.5 3.5 3.5 17.5 4.5 0.5 3.5 3.5 2.5 3.5 1.5 1.5 1.5 3.5 0.5 5.5 0.5 1.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 1.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 8 5 6 9 18 12 10 11 13 28 15 17 21 -3 23 19 20 -4 -2 -7 29 25 -10 -15 -21 -1 -5 right_child=4 16 7 14 -6 22 -8 -9 24 -11 -12 -13 -14 26 -16 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 21 16 20 29 4 22 6 7 25 9 10 11 12 26 14 15 16 17 18 27 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0436187 0.00514974 0.0827047 -0.00322825 -0.000460781 -0.0368154 0.0447616 -0.0427866 0.0810921 0.0155549 0.0857411 0.0842402 0.0766528 0.0329903 -0.0297302 -0.0324519 0.0895937 -0.0155428 0.0892108 -0.0478406 0.0941261 0.0595178 0.046416 -0.037835 0.0715937 -0.0316127 -0.0498354 0.0268203 0.0237623 0.0183428 0.0474933 leaf_count=23474 735 1813 515 615 362 111 154 817 934 2480 1993 619 139 512 415 154 103 135 125 145 151 456 331 123 826 216 149 112 169 123 internal_value=0 -0.0165185 -0.186122 -0.329207 0.680509 0.700684 0.720888 0.60152 -0.386438 0.733964 0.650775 0.415741 -0.418912 0.221041 0.209288 0.362041 0.804048 0.340979 0.292682 0.362991 0.183072 0.251179 -0.0710279 0.224794 -0.0924112 0.0451985 -0.128303 0.691106 -0.431253 0.119622 internal_count=39006 30950 29034 27169 8056 7694 7252 1865 25758 7098 4618 2625 23782 2006 1411 1345 1916 996 1048 923 666 1191 442 861 1976 1150 661 257 23643 738 Tree=105 num_leaves=31 split_feature=38 49 38 85 13 49 89 49 42 22 12 61 65 73 79 75 42 66 10 80 91 13 14 23 85 84 24 7 33 53 split_gain=373.138 77.6892 38.1202 27.7023 22.1871 21.4244 19.3191 17.9235 15.1028 12.8904 12.059 10.7242 9.31391 8.61906 8.39154 8.35337 7.22688 6.68164 9.81307 9.04946 7.36503 8.04736 9.40434 8.21777 6.58404 7.84884 6.56942 8.82767 8.09268 6.15797 threshold=1.5 0.5 4.5 3.5 0.5 2.5 3.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 2.5 0.5 1.5 0.5 4.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 6 8 12 9 7 15 17 11 -7 24 -5 -9 16 29 -11 18 19 20 21 22 23 26 -3 -26 27 28 -1 -2 right_child=2 5 -4 4 -6 10 -8 13 -10 14 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=28 29 24 2 12 4 10 6 13 8 16 10 11 12 13 14 15 16 17 18 19 20 21 22 23 25 25 26 27 28 29 leaf_value=0.0334037 0.017544 -0.0175505 0.0790339 0.00388813 -0.0294417 0.0410667 -0.0354082 0.0720409 -0.00642537 0.0112103 -0.0172218 -0.0390165 0.0630972 0.0190965 -0.0284284 0.0416795 0.0733459 -0.0452237 -0.0501229 0.0252316 -0.0496454 -0.0443577 -0.0409257 -0.0289042 -0.0131419 0.0515791 -0.0299895 -0.0327245 -0.053238 -0.0378823 leaf_count=622 227 1147 615 403 1511 489 297 370 883 222 234 1371 201 136 163 265 115 18015 3653 212 1813 1913 1381 1353 203 183 381 241 106 281 internal_value=0 -0.324144 0.508958 -0.379614 -0.0975903 -0.0237972 0.286018 0.375036 -0.404569 -0.125756 0.265251 -0.20306 0.254695 0.591798 0.184534 0.0972377 0.351534 -0.416841 -0.362758 -0.31143 -0.327366 -0.282902 -0.218331 -0.129307 -0.0698333 0.178114 0.00702924 0.112165 0.244648 -0.103135 internal_count=39006 36815 2191 32688 2115 4127 1576 1279 30573 3404 723 2904 604 506 500 773 337 29690 11675 8022 7810 5997 4084 2703 1533 386 1350 969 728 508 Tree=106 num_leaves=31 split_feature=89 29 67 77 34 89 41 75 10 85 67 74 46 46 46 77 15 67 36 57 14 68 24 57 68 46 68 13 47 56 split_gain=686.349 349.878 290.665 129.424 91.2007 85.0846 53.3707 51.7723 46.4096 42.3184 41.2389 40.1472 43.6439 38.7496 35.6241 27.6223 23.2675 20.9282 20.5528 22.6044 18.7513 18.2602 16.6969 15.6838 14.8586 15.6799 14.2918 17.0374 14.204 14.0658 threshold=0.5 0.5 1.5 0.5 9.5 3.5 0.5 2.5 5.5 2.5 6.5 8.5 0.5 0.5 1.5 7.5 0.5 1.5 0.5 3.5 0.5 1.5 0.5 2.5 0.5 0.5 1.5 1.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 6 8 14 9 18 13 12 16 -4 21 24 -3 -18 19 20 26 -1 -9 -8 25 -5 27 -2 -26 -15 right_child=5 11 10 15 -6 -7 23 22 -10 -11 -12 -13 -14 29 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_parent=21 27 16 13 25 4 5 23 22 8 9 10 11 12 29 14 15 17 17 18 19 20 21 22 23 28 25 26 27 28 29 leaf_value=-0.0451313 0.0464431 0.0425245 -0.00546126 -0.0177527 0.0889559 0.0829328 -0.0100162 0.0739043 -0.0454826 -0.0208749 0.0865965 0.0850797 0.0836193 0.0738417 0.0119033 0.0943679 -0.0306477 0.0534053 0.0849772 0.110481 -0.0153263 0.00332895 -0.0196147 0.0594602 0.057208 0.0405824 0.0860957 -0.0482931 -0.0280572 0.00451177 leaf_count=26657 535 558 896 965 142 1702 1032 209 297 257 378 533 323 345 395 100 808 111 730 115 227 357 190 110 308 211 168 121 105 121 internal_value=0 -0.118074 -0.222736 -0.317758 -0.379967 0.589775 0.399436 -0.400541 0.529012 0.589217 0.466863 0.530896 0.355464 0.274515 -0.419661 0.215894 0.15896 -0.107475 0.661043 0.500273 0.39805 -0.439375 0.387552 0.00332775 0.122645 -0.0237205 0.506758 0.352365 0.404019 0.599305 internal_count=39006 33712 31379 29639 27950 5294 3592 27808 2450 2153 1740 2333 1800 1362 27409 1689 1477 919 1896 1166 1051 27014 399 1142 1589 1176 824 656 413 466 Tree=107 num_leaves=31 split_feature=61 35 90 52 14 66 37 37 61 66 35 23 87 46 66 91 59 10 7 78 42 66 23 75 19 31 52 79 19 31 split_gain=492.802 310.076 104.016 99.3626 70.5786 44.3124 37.7756 34.0846 31.209 41.5279 30.2017 26.0896 23.4981 18.5213 18.2562 14.6822 15.2102 14.5593 14.2704 14.2523 13.8109 12.3843 11.7142 10.1723 9.77916 9.45702 9.2802 8.15877 8.44028 8.81911 threshold=3.5 2.5 5.5 2.5 2.5 1.5 0.5 3.5 7.5 0.5 0.5 3.5 0.5 0.5 2.5 1.5 0.5 0.5 2.5 0.5 0.5 10.5 3.5 0.5 0.5 3.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 7 -1 14 8 9 26 15 12 18 20 -3 21 -17 24 23 -5 -11 -7 -23 27 -16 -8 -2 28 29 -12 right_child=4 6 -4 19 -6 10 25 -9 -10 13 11 -13 -14 -15 17 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=5 26 14 2 19 4 21 25 7 8 20 29 11 12 13 24 16 16 17 18 19 20 22 22 23 24 25 26 27 28 29 leaf_value=-0.0468477 -0.043626 -0.0193845 0.0784783 0.00972004 -0.031511 -0.0404977 0.0136012 -0.0176404 0.0871131 0.0735667 0.061717 -0.0328974 -0.0295355 0.0031918 0.0763593 0.0358207 -0.0449004 0.0113067 0.084785 0.0741804 -0.00250736 0.0442924 -0.0355364 -0.0230327 0.0345443 -0.0483653 0.0243708 -0.0219808 -0.0188932 -0.0156148 leaf_count=19531 306 148 189 244 648 8684 308 264 830 1039 445 1703 720 205 761 334 284 178 101 202 122 158 290 319 209 224 144 170 131 115 internal_value=0 -0.230815 -0.323491 -0.345312 0.525184 -0.373939 0.45441 0.605394 0.651002 0.494035 -0.258949 -0.0717046 0.101158 0.615204 0.577775 -0.346649 0.0279531 0.627979 0.270051 0.477574 0.686654 -0.377942 0.0183301 0.169682 0.691881 -0.0719785 -0.155988 0.290978 0.390268 0.49846 internal_count=39006 35448 33620 33431 3558 32985 1828 2910 2646 1816 13454 3704 2001 1366 1296 9750 618 1148 1281 446 1161 9132 448 1180 970 532 450 861 691 560 Tree=108 num_leaves=31 split_feature=16 83 16 77 52 37 35 36 76 39 57 24 59 66 76 70 66 65 66 78 46 16 63 47 70 22 40 13 21 24 split_gain=112.971 40.4784 28.3716 25.4263 21.955 19.6541 18.747 18.5531 15.477 13.5094 13.1004 16.199 14.3984 13.7673 12.161 10.0757 10.0116 9.48886 8.15426 7.27789 6.96052 6.45487 6.38627 6.30702 5.96317 6.22934 5.76974 5.52913 5.41632 9.14835 threshold=0.5 0.5 2.5 2.5 12.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 2.5 2.5 1.5 0.5 14.5 1.5 3.5 0.5 0.5 4.5 1.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 10 4 6 8 9 18 15 14 11 12 13 -2 16 -4 20 -13 -3 23 -1 -17 26 -15 -7 -26 -19 -5 29 -22 right_child=2 7 5 27 -6 24 -8 -9 -10 -11 -12 17 -14 19 -16 21 -18 22 -20 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=20 13 18 15 27 4 24 6 7 8 9 10 17 12 23 14 21 16 26 18 19 29 21 22 23 25 25 26 27 28 29 leaf_value=-0.0404402 -0.00675527 -0.0242741 0.0297766 0.000263886 0.03292 -0.0287985 0.00167881 0.0857948 -0.0355407 -0.0490622 -0.0396199 -0.0321938 -0.0460135 0.0389889 0.021206 0.0527791 0.0313403 0.0589504 0.0506334 0.0794016 0.033963 0.107143 -0.0310463 -0.012791 0.0366933 -0.0372484 -0.0119598 0.0590405 -0.0401651 -0.032862 leaf_count=13724 722 426 302 283 203 391 732 160 107 15435 1052 1606 347 424 169 165 140 194 106 144 298 131 179 155 184 105 152 112 525 333 internal_value=0 -0.374077 -0.00314537 -0.392059 -0.404744 0.255084 -0.41321 0.230748 0.456727 -0.42569 -0.107438 -0.0469806 0.105862 0.183546 -0.364402 0.559033 -0.376482 -0.217789 -0.0445282 0.373957 -0.384966 0.792142 0.0931382 0.268158 -0.066524 0.164025 0.30835 0.162508 -0.173026 -0.0061197 internal_count=39006 32646 6360 31954 31559 1385 31356 692 705 30624 4975 3923 1792 1445 15189 598 15020 2131 532 723 14880 296 525 579 680 289 346 395 1156 631 Tree=109 num_leaves=31 split_feature=39 14 8 56 13 10 35 59 67 41 66 57 85 58 71 38 2 66 39 85 19 70 87 47 39 63 59 14 87 33 split_gain=363.548 231.166 154.507 118.474 99.0735 90.9514 73.4066 56.7939 56.7424 51.3165 47.637 45.5939 43.3512 33.7488 31.4421 28.2557 26.7985 24.3144 23.4679 24.3572 22.3788 22.2248 21.4396 20.9554 20.7103 19.8558 19.3152 19.2914 19.7444 17.5996 threshold=0.5 0.5 6.5 0.5 2.5 3.5 3.5 0.5 2.5 1.5 0.5 0.5 0.5 4.5 2.5 3.5 0.5 2.5 7.5 0.5 0.5 0.5 4.5 1.5 2.5 2.5 0.5 2.5 2.5 9.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 12 6 8 14 9 10 18 13 -1 15 16 21 29 -14 23 -20 -6 22 -12 26 -11 -9 -2 28 -5 -3 right_child=3 7 -4 27 20 -7 -8 25 -10 24 11 -13 17 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=12 26 29 2 28 20 5 6 25 8 24 22 11 17 13 14 15 16 17 19 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0449898 0.0322488 0.0382882 0.0531425 -0.0351539 0.0418535 -0.0488167 -0.0437326 -0.032595 -0.0404102 -0.0215308 0.0685504 0.00207984 0.00536708 -0.0530097 0.0674716 -0.0485801 -0.0344268 -0.0341978 0.0776651 0.031507 -0.0407252 0.0373468 0.0358727 0.058296 0.0315247 0.0477561 -0.0161684 0.0511168 0.0423584 -0.0442853 leaf_count=10992 3803 2412 745 1698 604 947 538 881 424 633 5402 572 1596 116 729 120 340 1727 623 456 196 913 492 717 473 129 329 101 119 179 internal_value=0 0.0168064 -0.171998 0.404923 -0.262107 0.437479 0.453912 0.330292 0.467933 0.479183 0.501381 0.582742 -0.343317 0.609005 0.407626 0.619043 0.315043 -0.128001 0.39322 0.591291 0.302492 0.627785 0.657892 0.342235 0.0743207 -0.169949 0.295133 -0.171168 -0.254843 0.358091 internal_count=39006 20530 15860 18476 15115 16558 15611 4670 15073 14649 13543 7615 14315 7043 3660 6927 2931 3323 5928 1079 800 6807 5894 4849 1106 1010 4132 1918 1817 2591 Tree=110 num_leaves=31 split_feature=85 14 39 59 8 91 84 68 58 39 39 91 42 53 8 47 87 33 59 66 84 8 66 39 14 14 39 24 66 71 split_gain=252.878 199.532 102.066 79.4548 46.3827 46.1913 45.2808 35.0097 32.8351 26.9476 26.4143 25.3594 24.2464 23.9583 22.7033 24.7967 22.457 25.7071 19.0678 19.9067 17.9606 19.2013 24.215 17.2479 14.8093 14.4629 14.4102 14.1447 13.1545 12.6432 threshold=0.5 1.5 1.5 0.5 4.5 0.5 3.5 2.5 2.5 5.5 2.5 0.5 5.5 0.5 12.5 0.5 4.5 3.5 1.5 0.5 4.5 1.5 0.5 3.5 10.5 1.5 0.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 6 7 27 8 9 12 -7 20 14 28 15 26 17 25 19 29 21 22 -3 -15 -24 -17 -2 -1 -4 -5 right_child=3 11 13 18 -6 10 -8 -9 -10 -11 -12 -13 -14 23 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 26 22 28 29 4 10 6 7 8 9 10 11 12 23 14 25 16 17 18 19 20 21 24 23 24 25 26 27 28 29 leaf_value=-0.0481505 0.0211912 0.034837 0.0434709 0.00190582 0.0347303 -0.0253158 0.0504813 -0.0526616 -0.0413763 0.0609221 0.0254972 -0.0182906 0.0697445 -0.0429124 0.057845 -0.00082907 0.0473276 0.0613208 -0.0433346 -0.0168988 0.0786758 0.0442236 -0.0383736 0.00580984 0.0154903 0.0359873 0.0454544 -0.0075891 0.00289629 0.0762165 leaf_count=14978 1298 782 756 260 245 1265 182 357 381 1043 699 625 372 917 608 3288 592 242 1222 1455 207 982 629 858 462 492 2210 604 776 219 internal_value=0 -0.128024 -0.279731 0.241022 -0.398679 0.291826 -0.432492 0.333127 0.346082 0.360037 -0.0226826 0.253206 0.324473 0.0679567 0.300042 0.26739 0.163349 0.099302 -0.147966 -0.00410595 0.312415 0.268626 0.12891 -0.133534 -0.122649 0.0459491 0.374016 -0.459955 0.256968 0.386885 internal_count=39006 23003 19316 16003 16009 12847 15764 10883 10526 10145 1964 3687 9102 3307 8730 8122 4614 4022 3156 1934 3062 2855 1873 1775 1091 3780 3508 15582 1532 479 Tree=111 num_leaves=31 split_feature=24 25 14 85 66 25 66 66 59 84 41 24 61 59 47 41 66 61 13 39 47 7 34 39 15 13 47 66 47 31 split_gain=111.956 69.3179 57.1515 37.2713 32.7665 24.9381 23.8311 20.0537 22.6133 17.6316 16.0035 18.6405 16.9595 15.788 14.9282 13.9981 13.2877 11.8765 11.7849 10.9211 10.2507 10.1697 10.1235 9.92034 16.6076 9.88809 11.1399 9.57236 20.111 10.8363 threshold=1.5 0.5 4.5 2.5 0.5 0.5 1.5 1.5 0.5 2.5 0.5 6.5 0.5 0.5 1.5 1.5 3.5 4.5 2.5 0.5 1.5 0.5 0.5 1.5 0.5 2.5 4.5 3.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 4 3 9 10 13 14 8 -5 19 12 20 23 -4 22 25 17 -17 -8 -1 21 -12 -3 -2 -25 -6 27 29 -29 -27 right_child=1 6 5 7 15 -7 18 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31 leaf_parent=19 23 22 13 8 25 5 18 7 8 9 21 11 12 13 14 17 16 17 18 19 20 21 22 24 24 29 26 28 28 29 leaf_value=-0.0483171 -0.0114034 0.0728808 -0.015474 0.000461419 -0.0400157 0.0662279 -0.0316278 -0.0468082 0.0988021 -0.000106326 0.0420267 0.104549 -0.0282431 0.0687658 -0.0050166 0.0601228 -0.0319583 -0.0532155 0.0425375 -0.0342813 -0.0469738 -0.0141361 0.0228934 0.0455131 -0.0165636 -0.0230003 -0.0394595 -0.0293312 0.114296 0.0405141 leaf_count=15289 747 460 1236 945 3286 214 546 643 125 620 524 104 1217 134 148 240 353 103 130 7278 137 242 194 600 395 1293 1300 149 132 222 internal_value=0 -0.0361354 -0.338017 -0.381466 -0.122535 0.0836862 0.359719 -0.026789 0.142658 -0.418628 0.034577 0.274513 -0.0557621 -0.0642467 0.513395 -0.247897 0.0921625 0.393639 -0.0673556 -0.435124 0.15479 0.248687 0.612597 0.0837329 0.234808 -0.292383 -0.180258 -0.0506612 0.404279 -0.13485 internal_count=39006 12522 26484 24900 11044 1584 1478 1713 1070 23187 3966 1007 2959 1370 802 7078 696 343 676 22567 903 766 654 1742 995 6382 3096 1796 281 1515 Tree=112 num_leaves=31 split_feature=33 38 43 33 42 53 33 61 33 53 24 24 33 15 31 14 7 24 53 59 7 13 14 90 8 63 66 61 91 39 split_gain=1036.49 55.1252 17.2071 11.7109 8.37223 6.16639 4.52617 2.64688 1.90302 2.72925 3.30923 0.782271 0.528491 0.607052 0.718445 0.893866 1.52122 0.728837 0.646403 0.765607 0.459344 0.400101 0.261323 0.292873 0.17496 0.910629 0.0931614 0.0848139 0.109 0.0790669 threshold=3.5 0.5 0.5 2.5 0.5 0.5 6.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 8.5 4.5 10.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 6 8 -3 -5 7 -2 12 10 -10 22 24 14 15 17 -17 18 19 -14 -12 -7 23 27 -1 -26 -27 28 -8 -24 right_child=1 4 -4 5 -6 21 11 -9 9 -11 20 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 29 -25 25 26 -28 -29 -30 -31 leaf_parent=24 7 4 2 5 4 21 28 7 10 9 20 11 19 13 14 16 16 17 18 19 20 21 29 23 25 26 26 27 28 29 leaf_value=-0.0525144 0.0744734 0.0172425 0.0174413 0.0139283 -0.0546892 -0.0321171 0.0837088 0.0441347 0.00282542 -0.0516876 -0.0505513 0.0936671 -0.0228642 -0.0519328 -0.0520949 -0.0449501 -0.00487139 -0.0531879 -0.053259 -0.0535438 -0.029139 -0.0534933 0.0847897 0.0760012 -0.0299269 -0.0528204 -0.0428268 0.0850488 0.0794655 0.0898132 leaf_count=27560 176 139 151 190 226 135 277 123 175 1023 207 154 217 3343 972 184 129 573 180 100 131 159 172 159 190 1276 103 242 236 104 internal_value=0 0.701141 0.771856 -0.504982 -0.187057 -0.119069 0.807284 0.631401 -0.512998 -0.407753 -0.255436 0.840817 -0.517873 -0.490454 -0.454617 -0.413239 -0.281147 -0.455217 -0.377498 -0.308886 -0.425636 -0.428909 0.828155 0.81632 -0.52331 -0.491052 -0.520898 0.828243 0.817652 0.866937 internal_count=39006 2159 1794 36847 365 484 1643 299 36363 1536 513 1344 34827 5698 2355 1383 313 1070 497 317 338 294 1190 914 29129 1569 1379 755 513 276 Tree=113 num_leaves=31 split_feature=25 10 59 41 14 39 59 34 39 56 24 41 10 42 61 68 86 59 10 6 92 31 13 39 41 14 41 53 59 33 split_gain=831.778 633.448 437.262 106.532 60.52 45.7554 41.3253 38.7079 30.8481 30.4 29.4687 31.2343 25.4889 23.3497 23.3259 16.3788 14.9302 14.5272 20.7305 13.3953 12.6746 12.549 12.1277 11.4902 12.2322 10.8016 10.281 10.0767 15.4258 20.6476 threshold=0.5 4.5 1.5 1.5 5.5 5.5 4.5 21.5 2.5 0.5 0.5 2.5 3.5 2.5 3.5 1.5 2.5 0.5 3.5 1.5 0.5 1.5 1.5 0.5 0.5 1.5 0.5 3.5 6.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 9 5 7 19 10 16 12 27 13 23 14 17 -3 21 18 -12 20 25 22 -5 24 -1 26 -4 28 29 -2 right_child=4 15 6 8 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 29 15 26 22 4 5 6 7 8 9 18 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0394334 0.0593593 0.0788085 0.00779228 0.0461414 -0.0459864 -0.0194392 0.0769436 -0.0547535 -0.0504927 -0.00855658 0.0104883 0.0751104 0.0308456 -0.0441487 -0.0155335 -0.00498753 0.0902526 0.069747 0.08197 -0.0383305 0.079954 -0.0226579 -0.01517 -0.0484448 -0.0119908 -0.0375332 0.0571827 0.0809826 0.0809717 -0.0350798 leaf_count=9532 1103 1772 408 534 336 344 831 130 384 1974 630 803 139 176 283 127 102 534 121 140 132 195 189 12909 1176 117 257 2661 857 110 internal_value=0 -0.0160713 -0.177196 -0.31855 0.641867 0.659545 0.563958 0.677065 0.205456 -0.376549 0.687613 0.532538 -0.409653 0.367821 0.426138 0.76474 0.32977 0.513065 0.316838 0.263118 0.339498 0.242087 0.345943 -0.42218 -0.355921 0.225949 0.318262 0.751571 0.669341 0.543363 internal_count=39006 30918 29019 27134 8088 7752 1885 7408 1404 25730 7278 2547 23756 1744 1568 1899 1020 1285 751 1054 914 918 723 23617 10708 782 665 4731 2070 1213 Tree=114 num_leaves=31 split_feature=38 55 49 44 22 49 85 38 85 22 68 61 18 66 61 38 42 55 21 42 35 88 38 88 19 16 37 85 24 69 split_gain=342.437 75.7517 80.1582 36.6435 25.6093 23.8564 23.238 23.7292 19.1041 12.815 10.8871 10.094 9.36524 9.07052 7.38417 8.74567 7.25376 7.2511 7.10853 6.78439 6.67721 6.61254 6.15823 5.79131 5.52794 5.49969 4.88805 4.8471 7.99602 5.08097 threshold=1.5 5.5 0.5 0.5 0.5 2.5 2.5 4.5 3.5 0.5 3.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 2.5 0.5 0.5 1.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 6 14 9 7 13 25 11 -5 22 20 18 15 27 24 -17 -2 -15 21 -7 -4 -3 -11 -6 -27 -1 29 -29 right_child=3 23 5 10 8 12 -8 -9 -10 16 -12 -13 -14 19 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_parent=27 18 23 22 10 25 21 6 7 8 24 10 11 12 19 14 17 16 17 18 19 20 21 22 23 24 26 26 29 28 29 leaf_value=-0.0423674 0.0684978 0.0637609 -0.0157244 0.0760196 -0.0322859 0.0571041 0.0788109 0.0577114 0.05166 0.0141068 -0.00302264 -0.0407936 -0.0400042 -0.0358498 -0.0475618 -0.0210573 0.0509881 0.0560868 -0.0215996 0.0232366 -0.0108194 0.00845179 0.0283695 0.0138195 -0.0502968 -0.0287281 0.033327 -0.02435 -0.0435153 0.0138927 leaf_count=13637 101 248 1333 707 1034 317 173 179 155 229 111 1361 118 678 12880 937 156 110 102 121 115 147 193 131 115 147 171 1166 1783 351 internal_value=0 -0.317202 -0.338051 0.480727 -0.397524 -0.0299665 0.224188 0.0827435 -0.0732966 -0.139529 0.714474 -0.219528 0.277637 -0.123335 -0.419065 -0.381091 0.167369 -0.129314 0.31809 -0.248332 0.351971 0.438583 -0.0901303 0.492499 -0.0288583 -0.215068 0.0619641 -0.397976 -0.300136 -0.152456 internal_count=39006 36834 36455 2172 32371 4084 1354 1181 1507 3387 818 2887 697 1002 30864 17984 500 1047 203 799 579 464 1526 379 344 1352 318 16937 3300 1517 Tree=115 num_leaves=31 split_feature=89 67 74 77 34 89 68 41 46 10 85 59 58 57 10 77 15 63 70 36 3 57 47 39 77 46 39 47 67 91 split_gain=605.78 315.98 304.042 136.23 75.3971 73.0613 48.9296 45.7061 41.2205 37.2521 39.0331 35.1486 30.5455 30.1377 45.4151 28.7797 25.1486 24.9139 21.9436 20.2095 18.6766 18.3732 17.8667 16.7052 14.2024 15.3734 17.436 13.6666 12.303 11.2354 threshold=0.5 1.5 3.5 0.5 9.5 3.5 2.5 0.5 0.5 5.5 2.5 3.5 0.5 2.5 2.5 9.5 0.5 3.5 0.5 0.5 0.5 3.5 0.5 2.5 0.5 0.5 2.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 7 8 9 13 10 19 12 17 28 -15 20 -4 24 -10 21 22 23 -5 27 25 26 29 -2 -1 -3 right_child=5 11 16 15 -6 -7 -8 -9 18 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 27 29 16 22 4 5 6 7 18 9 10 11 12 14 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0471198 0.0656961 0.0626461 0.0696412 0.0541687 0.0793831 0.0772388 0.0474226 0.000489473 -0.0270689 -0.0436582 -0.0215729 -0.0342886 -0.00220989 0.117618 -0.0526383 0.0920871 0.00590772 -0.0261224 0.0325161 0.0804522 -0.0286061 0.102079 0.00445284 -0.0451528 0.0908615 0.0776661 -0.0578363 0.022909 -0.023053 -0.000283131 leaf_count=24617 433 388 736 431 140 1734 197 1130 964 292 263 290 274 126 375 108 315 116 406 715 459 108 793 131 427 399 100 510 1890 139 internal_value=0 -0.114604 -0.215775 -0.304014 -0.370855 0.552474 -0.38967 0.374824 -0.406398 0.494261 0.545438 0.509586 0.568666 -0.438401 0.244846 0.221528 0.584476 0.647888 -0.01862 0.614621 0.127483 0.457999 0.244571 0.370325 0.695508 0.573637 0.355977 0.433415 -0.452777 0.467127 internal_count=39006 33690 31557 30506 28715 5316 28575 3582 28378 2452 2160 2133 1843 27008 501 1791 1051 1569 1370 1897 1683 1182 1224 1074 1453 1026 627 943 26507 527 Tree=116 num_leaves=31 split_feature=61 35 58 90 14 52 39 34 58 66 6 46 87 35 72 63 43 59 33 35 19 77 74 74 91 13 41 59 31 38 split_gain=434.516 275.633 166.552 115.687 62.9637 45.3979 37.5212 33.3489 31.7894 28.9486 28.7842 23.5152 23.1788 25.714 20.8216 18.5174 18.0829 17.5696 15.58 13.7808 13.4637 13.2331 15.4173 14.9995 13.1746 12.8006 12.0429 11.3109 10.9153 10.8563 threshold=3.5 3.5 1.5 4.5 3.5 4.5 6.5 2.5 9.5 1.5 0.5 0.5 0.5 0.5 0.5 4.5 0.5 1.5 5.5 7.5 0.5 0.5 7.5 1.5 0.5 2.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 6 9 7 11 16 -1 19 15 13 24 17 18 26 21 -2 20 -3 22 23 25 -11 28 -4 -26 29 -15 right_child=4 10 8 -5 -6 -7 -8 -9 -10 12 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_parent=9 18 20 26 3 4 5 6 7 8 24 10 11 12 29 14 15 16 17 18 19 20 21 22 23 27 25 26 27 28 29 leaf_value=-0.0469694 0.0731881 0.0568045 0.0663906 0.0758671 -0.0408685 0.0543686 -0.0370603 -0.0288478 0.0979221 -0.0396673 -0.0211556 0.0140869 -0.0468905 0.0571355 -0.0464985 -0.0194658 -0.0202822 -0.0398093 -0.0232168 0.0804093 -0.00514305 -0.0349867 -0.0546046 0.100283 0.0110479 -0.049954 -0.00235967 -0.0417331 -0.025895 -0.0155593 leaf_count=19470 1958 394 310 228 577 124 250 233 175 5019 229 353 4459 494 632 100 351 489 101 415 182 258 160 126 765 139 195 539 154 127 internal_value=0 -0.223315 -0.301441 -0.352452 0.484847 -0.378473 0.551226 0.592416 0.463516 -0.391064 0.525143 0.63244 -0.295615 -0.218842 -0.021807 0.68531 0.232501 0.0880405 0.711069 0.61284 0.431858 0.193486 0.279955 0.356769 -0.326934 0.252337 0.45791 -0.0846303 0.341296 0.447557 internal_count=39006 35434 34214 33183 3572 32955 2995 2745 1031 32831 1220 2512 13361 8902 2579 2159 856 1947 2059 991 576 1458 1200 1040 6323 914 505 1304 775 621 Tree=117 num_leaves=31 split_feature=16 83 7 42 52 77 89 41 85 70 39 46 24 39 66 38 36 24 10 77 78 35 57 14 10 13 47 63 35 89 split_gain=113.697 40.8995 28.5636 23.5989 23.3805 22.2964 19.2359 17.8482 16.8958 15.4245 15.1473 13.127 12.8445 11.3196 9.83215 15.0317 9.51301 8.23549 8.43693 8.00479 8.14923 7.71693 7.57354 7.07458 8.75048 6.86459 8.05369 5.92236 5.97356 5.80875 threshold=0.5 0.5 0.5 0.5 10.5 2.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 10.5 0.5 0.5 0.5 0.5 1.5 0.5 3.5 0.5 0.5 2.5 0.5 0.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 13 6 5 10 7 9 16 19 11 14 -11 22 23 -16 -3 18 -13 20 -4 -12 25 24 29 26 -2 28 -28 -1 right_child=2 8 3 -5 -6 -7 -8 -9 -10 12 21 17 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 26 16 20 3 4 5 6 7 8 12 21 18 12 13 15 15 16 17 18 19 20 21 22 23 24 25 28 27 28 29 leaf_value=-0.0268552 -0.0137908 -0.0243517 0.0128417 -0.0499572 0.0364889 0.0123664 -0.0204856 -0.00523408 0.0851664 0.127821 -0.0488903 0.0408862 0.0423261 -0.0395085 -0.0269428 0.0840545 0.0521329 -0.0301448 -0.0296811 0.077253 0.0582008 -0.000543711 -0.0393725 -0.0502933 -0.0524438 -0.025691 0.0111906 -0.0317479 0.0573905 -0.0484641 leaf_count=6335 538 424 714 393 216 394 611 669 152 105 15376 345 170 1185 380 101 119 590 255 118 207 261 463 3668 2607 489 331 101 249 1440 internal_value=0 -0.367196 0.00892434 0.169576 -0.386288 -0.395315 0.23541 0.324993 0.234961 0.441711 -0.407924 -0.343512 0.853529 -0.162321 -0.369931 0.0131658 -0.015627 -0.0580448 0.171438 0.320701 0.246643 -0.478619 -0.0655544 -0.386041 -0.346453 -0.000543289 0.089829 0.251259 0.332488 -0.303404 internal_count=39006 32663 6343 2987 31968 31752 2594 1983 695 1314 31358 15721 275 3356 14531 481 543 1190 600 1039 921 15637 2171 14050 10382 1708 1219 681 580 7775 Tree=118 num_leaves=31 split_feature=39 14 85 1 59 10 40 25 63 74 67 66 19 24 16 53 15 0 77 56 7 58 35 33 47 63 71 41 24 14 split_gain=319.162 198.444 139.243 97.5101 74.1115 56.1266 57.3969 51.0557 40.041 37.9144 35.2232 36.6141 34.5488 31.3451 30.2554 29.04 27.3451 25.9411 25.3962 22.2789 21.7514 20.1483 19.1818 18.513 18.3763 18.3573 18.1913 16.6007 16.5796 16.4059 threshold=0.5 0.5 0.5 0.5 1.5 4.5 0.5 0.5 4.5 0.5 1.5 0.5 0.5 1.5 1.5 0.5 0.5 2.5 0.5 0.5 5.5 1.5 3.5 7.5 1.5 4.5 4.5 1.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 13 4 5 6 10 12 9 15 11 16 19 25 18 21 24 22 20 26 23 28 -8 27 -2 -1 -3 -13 -4 -5 right_child=3 7 8 29 -6 -7 17 -9 -10 -11 -12 14 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 24 26 28 29 4 5 22 7 8 9 10 27 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0465036 0.0212164 0.0387334 0.0107289 -0.0384659 -0.021454 -0.0529264 0.0272881 -0.0314627 0.0440603 -0.0435788 -0.0133763 0.0621241 -0.00866148 0.00316083 -0.0329467 -0.0286651 0.0500604 -0.0420534 -0.00591633 -0.0351096 -0.0522955 -0.0566995 -0.0525801 -0.0030006 0.0542655 0.021399 0.0745099 0.0226752 0.0494221 0.0263665 leaf_count=10346 2279 2705 889 1388 1197 631 2133 778 778 1167 437 5634 649 882 193 918 2594 276 253 191 100 166 196 229 461 159 348 323 538 168 internal_value=0 0.0131454 -0.166144 0.377808 0.402183 0.421788 0.431722 0.300475 0.10414 -0.00846625 0.472229 0.483777 0.356554 -0.383331 0.559299 0.103586 0.385619 0.190706 0.571494 0.414027 0.586118 0.22221 0.240876 0.593405 0.27489 -0.440768 0.438277 0.604512 0.275277 -0.250473 internal_count=39006 20514 15843 18492 16936 15739 15108 4671 4456 3678 12503 12066 3893 11387 6732 2511 5334 2605 6539 3244 6286 1593 2329 6186 2740 10505 3053 5957 1427 1556 Tree=119 num_leaves=31 split_feature=24 85 59 91 14 16 13 42 39 31 47 75 87 71 42 39 42 46 41 88 63 84 77 23 23 23 84 87 23 39 split_gain=216.075 103.696 100.091 70.7789 66.8763 40.5869 36.0276 35.7406 40.2489 42.4489 45.6417 31.8849 30.8124 27.8495 27.2202 26.0788 22.9849 20.8118 20.328 17.8324 16.6886 16.1053 14.6357 13.355 13 12.7312 12.5594 12.7499 12.2 12.0064 threshold=0.5 0.5 0.5 0.5 2.5 1.5 4.5 3.5 5.5 5.5 0.5 0.5 1.5 2.5 2.5 3.5 4.5 0.5 0.5 1.5 6.5 2.5 0.5 0.5 6.5 1.5 0.5 2.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 3 5 6 7 13 8 9 10 17 18 -12 21 15 -5 20 22 24 28 -4 -1 29 -15 26 -11 27 -3 -10 -2 right_child=2 11 16 14 -6 -7 -8 -9 19 25 12 -13 -14 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 29 27 20 15 4 5 6 7 28 25 12 11 12 23 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0484924 0.0175147 0.00101744 -0.0329091 -0.0322802 0.0195926 -0.0377415 0.0545913 0.0632349 0.0552119 0.0190556 -0.0106583 -0.0254554 0.0246624 0.0749108 0.0619724 0.0122977 0.0354531 -0.0352662 -0.021962 0.114006 0.026655 0.0314494 -0.0306465 -0.0265706 0.0817649 0.0525617 0.0485668 0.0442591 0.0148825 0.0409156 leaf_count=12247 1213 958 3831 2262 896 643 178 693 1117 419 3791 1172 1476 112 136 885 229 319 484 119 226 117 206 161 158 1252 524 277 341 2564 internal_value=0 -0.182583 0.183494 0.235085 -0.33136 0.284965 -0.41195 0.300897 0.272186 0.226856 0.162424 0.111513 0.0150395 -0.439502 -0.0839761 -0.148309 -0.201151 0.298117 0.220917 0.52908 -0.270494 -0.468796 0.325031 0.276956 0.296198 0.4511 0.248575 0.138143 0.472779 0.345342 internal_count=39006 17284 21722 17436 13711 14153 12815 13510 12817 11240 9569 3573 5267 12637 3283 3147 4286 4302 2401 1577 4057 12364 3983 273 1917 1671 1759 1235 1458 3777 Tree=120 num_leaves=31 split_feature=66 24 25 14 59 41 13 3 87 56 61 34 23 87 42 88 15 15 66 47 24 24 41 85 16 58 34 13 87 52 split_gain=115.348 83.421 72.6952 55.7216 36.3631 28.6123 26.9191 26.1617 22.2883 18.1815 18.1672 18.1328 17.6563 17.1273 11.7759 12.8346 11.3889 10.7981 10.6267 10.3025 10.0817 9.27858 9.0565 8.71376 9.50719 8.63372 8.62729 8.14765 7.96618 15.6065 threshold=1.5 0.5 0.5 1.5 1.5 1.5 4.5 0.5 5.5 0.5 1.5 0.5 1.5 0.5 3.5 0.5 0.5 0.5 0.5 5.5 2.5 5.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 8 5 10 22 9 -1 14 18 17 -6 -5 15 27 19 -7 28 21 -9 -8 -2 -24 25 26 -25 -4 -3 -30 right_child=6 2 7 13 12 11 16 20 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_parent=8 22 28 27 13 12 17 21 20 8 9 10 11 12 13 14 15 16 17 18 19 20 21 23 26 24 25 26 27 29 29 leaf_value=-0.0438284 -0.0474092 -0.0115971 0.0285493 -0.00618788 0.1309 0.107054 0.00923695 -0.0301045 0.0334727 -0.0360259 -0.0366892 -0.0424428 -0.00302266 0.0506058 0.10764 0.00350682 -0.0315069 0.0333125 -0.0241298 -0.0261448 0.039759 0.081255 -0.043125 0.0651886 -0.0435248 -0.0386722 -0.0299921 0.0773991 -0.00260765 0.0418898 leaf_count=8892 13499 2317 198 998 143 139 392 429 203 136 1801 109 105 391 136 165 831 232 2060 367 110 171 1533 266 401 167 132 367 1799 517 internal_value=0 -0.0891995 0.0423034 -0.298297 -0.0583951 -0.0856709 -0.400949 0.429907 -0.406309 0.573245 -0.124883 0.422818 0.843359 0.142127 0.63925 0.541504 -0.0793975 0.631136 -0.0685365 0.131007 -0.0452926 0.347346 -0.443891 -0.269534 -0.0573325 0.171742 0.397845 0.654024 -0.0116168 0.0822974 internal_count=39006 21247 10763 10484 9222 8974 17759 1541 9095 1002 8494 480 248 1389 866 730 1761 371 6693 930 539 563 15998 2499 966 565 398 565 4633 2316 Tree=121 num_leaves=31 split_feature=33 38 34 33 42 53 23 33 15 33 53 23 24 33 53 24 66 59 47 66 23 39 90 31 24 14 47 63 31 72 split_gain=952.681 49.95 16.2632 13.2733 7.86597 5.6012 5.38582 4.48099 6.80037 1.98108 2.72915 3.46126 0.649711 0.643001 0.656882 1.11865 1.51639 1.88389 0.862643 0.331952 0.707641 0.223709 0.275587 0.151919 0.388365 0.145404 0.194462 0.500868 0.138127 0.518387 threshold=3.5 0.5 0.5 2.5 0.5 1.5 1.5 6.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 1.5 3.5 0.5 0.5 5.5 2.5 0.5 0.5 1.5 6.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 7 9 -3 6 -5 8 -2 13 11 -11 21 23 15 16 17 18 -15 -13 -21 22 -9 -1 28 -17 -27 -28 29 -25 right_child=1 4 -4 5 -6 -7 -8 12 -10 10 -12 19 -14 14 -16 25 -18 -19 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_parent=23 8 4 2 6 4 5 6 22 8 11 10 19 12 18 14 25 16 17 18 20 20 21 22 29 24 26 27 27 28 29 leaf_value=-0.0523934 0.0730645 0.0160876 0.00786267 0.0387953 -0.0545816 -0.0531271 -0.0237602 0.0781496 0.0209918 0.00544393 -0.0514539 -0.053633 0.0878881 -0.0271752 -0.051652 -0.0520296 -0.0533543 -0.053338 0.00156641 -0.0207485 -0.0530155 0.0812875 0.071241 -0.0286488 -0.0350658 -0.053078 -0.0281264 -0.0526694 -0.0526215 -0.052631 leaf_count=27086 203 133 132 117 230 211 156 714 101 131 1028 134 165 189 3299 1046 318 178 127 127 126 357 149 121 184 204 152 183 1344 361 internal_value=0 0.663122 0.729752 -0.501635 -0.194583 -0.0874588 0.0791805 0.760549 0.588119 -0.510605 -0.400872 -0.248069 0.794108 -0.515768 -0.484639 -0.447418 -0.361699 -0.269187 -0.154184 -0.418776 -0.352872 0.782285 0.76943 -0.521953 -0.494429 -0.498517 -0.456793 -0.4089 -0.508869 -0.462027 internal_count=39006 2184 1821 36822 363 484 273 1689 304 36338 1546 518 1385 34792 5696 2397 812 494 316 387 253 1220 863 29096 2010 1585 539 335 1826 482 Tree=122 num_leaves=31 split_feature=25 10 59 41 14 13 34 59 56 39 56 3 41 10 59 10 71 75 61 24 68 39 41 38 86 68 33 39 35 41 split_gain=740.641 573.979 383.186 91.912 54.309 43.959 36.9264 34.7346 29.517 27.3128 25.0818 23.8968 35.5197 21.6278 19.5155 29.3794 16.1782 16.5362 15.2302 15.1223 13.046 11.6222 13.8617 9.60376 9.42526 9.08137 9.84323 8.84306 8.54725 9.2241 threshold=0.5 4.5 1.5 1.5 3.5 2.5 21.5 6.5 0.5 0.5 0.5 0.5 0.5 3.5 3.5 2.5 2.5 1.5 5.5 3.5 1.5 0.5 0.5 6.5 1.5 4.5 1.5 2.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 8 5 6 11 16 13 -5 -7 12 14 21 15 -2 17 19 -13 28 -3 22 23 -1 -24 26 -10 -11 29 -4 right_child=4 20 7 9 -6 10 -8 -9 25 27 -12 18 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 15 20 29 9 4 10 6 7 26 27 10 18 12 13 14 15 16 17 18 19 20 21 24 23 24 25 26 27 28 29 leaf_value=-0.0400467 -0.0133482 0.075215 0.0124022 0.0405539 -0.0297763 -0.0225566 -0.0544654 0.0752021 0.00607878 0.001633 0.0702972 0.0746172 0.0662207 0.02691 0.0636052 0.0696784 -0.0485162 -0.0128606 0.00325839 -0.0269249 0.000616547 -0.0480693 -0.0179368 0.0522714 0.0514465 -0.0491127 -0.0478933 -0.0501221 0.0851653 0.0620743 leaf_count=9379 764 1778 256 621 413 539 136 685 1331 415 119 3901 1757 133 200 137 104 278 120 111 123 12897 1074 107 119 427 261 386 200 235 internal_value=0 -0.0214863 -0.177962 -0.313722 0.606294 0.625942 0.65225 0.521225 -0.36999 0.169486 0.0675846 0.663045 0.544031 -0.40418 0.259756 0.092711 0.29194 0.355167 0.733938 0.467423 0.730708 -0.416061 -0.348378 -0.390991 -0.097722 -0.0848636 -0.0159142 -0.158678 0.550483 0.422704 internal_count=39006 30920 29019 27150 8086 7673 7015 1869 25728 1422 658 6879 2858 23709 1101 901 1184 1080 4021 802 1901 23576 10679 9486 1193 2019 1592 801 691 491 Tree=123 num_leaves=31 split_feature=38 55 49 22 38 49 2 44 85 22 85 73 61 12 31 42 66 71 85 24 85 84 66 61 91 23 70 61 42 16 split_gain=305.62 70.3616 73.7607 28.6065 28.5946 20.1254 16.0944 15.9456 17.9596 12.0463 10.8268 10.5765 9.73585 9.72458 8.54519 7.60568 7.85503 7.14594 7.12695 7.09342 9.55802 6.11196 5.67631 5.59322 5.32161 5.92219 12.0956 9.61492 6.46082 6.6286 threshold=1.5 4.5 0.5 1.5 4.5 2.5 0.5 0.5 2.5 0.5 4.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 1.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 10 7 9 -3 8 15 12 19 17 -4 23 -12 16 -2 -9 -5 20 24 -11 -22 -7 25 26 -1 -28 -27 -30 right_child=4 6 5 18 -6 13 -8 11 -10 21 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 28 27 -29 29 -31 leaf_parent=26 16 6 12 18 4 23 6 17 8 21 14 11 12 13 14 15 16 17 18 19 22 21 22 23 24 28 27 27 29 29 leaf_value=-0.0344587 0.0332146 0.0629827 -0.00879405 -0.0127875 0.0690126 0.0537393 -0.0344736 0.0933324 0.0625544 0.00249531 -0.025328 0.00672478 -0.0405927 -0.0163616 0.0367926 0.0315584 -0.0318227 0.0376257 0.0437123 -0.0485665 -0.00382909 0.0576958 -0.0356228 0.0135046 -0.050386 -0.0448622 0.052029 -0.0326883 -0.0299067 0.0388056 leaf_count=4282 134 309 1521 286 610 264 103 159 144 395 1136 143 1363 221 129 186 675 111 203 9623 967 103 966 211 4614 8874 221 201 719 133 internal_value=0 -0.308273 -0.329584 -0.388779 0.448056 -0.0323951 0.457885 0.254369 0.0820215 -0.135478 -0.403443 0.527452 -0.215427 0.247943 -0.159208 -0.0770621 -0.197615 0.70277 0.169162 -0.416455 -0.384768 0.160431 -0.189468 0.37414 -0.406826 -0.379316 -0.292911 0.152862 -0.423443 -0.173872 internal_count=39006 36844 36432 32354 2162 4078 412 1552 1139 3382 31865 413 2884 696 1265 995 809 270 489 30600 20977 498 1933 475 19044 14430 4704 422 9726 852 Tree=124 num_leaves=31 split_feature=89 29 67 6 68 68 46 34 10 24 59 67 74 67 46 13 15 77 13 18 77 24 74 36 34 42 83 68 59 41 split_gain=531.677 280.444 232.602 109.968 70.7289 67.6025 50.1116 49.3844 39.465 41.2741 41.3663 35.1913 33.7525 36.9327 21.2396 19.7416 19.7058 19.6876 20.1714 16.7565 17.6356 15.8668 14.4601 13.5972 13.1219 16.6594 11.2807 11.1963 16.528 11.0565 threshold=0.5 0.5 1.5 1.5 1.5 1.5 1.5 9.5 5.5 0.5 3.5 4.5 8.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 3.5 0.5 6.5 0.5 0.5 9.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 8 7 15 9 10 24 14 13 16 -4 19 22 18 -11 20 26 -6 -3 -22 25 -2 -1 28 -7 -8 right_child=5 12 11 -5 21 27 29 -9 -10 17 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 25 22 14 3 21 28 29 7 8 18 10 11 12 13 14 15 16 17 18 19 23 21 22 23 24 25 26 27 28 29 leaf_value=-0.0394386 0.0659578 -0.00679147 -0.00811046 0.0504524 0.0596968 0.0672679 0.0362762 0.0624941 -0.0411983 0.0227674 -0.0360961 0.0684134 0.0765505 0.0647677 0.0452085 -0.0498015 -0.0223163 0.0491281 -0.0350986 0.0433659 -0.0204668 -0.00514427 0.0570084 0.0501704 0.112349 6.10618e-06 0.0303194 0.0824389 0.0104716 -0.020102 leaf_count=13197 953 312 834 488 287 911 276 122 459 510 245 555 535 522 370 13651 806 269 615 149 565 268 187 149 115 146 210 926 158 216 internal_value=0 -0.110353 -0.209905 -0.301771 -0.339619 0.519237 -0.370691 -0.398444 0.327498 0.385322 0.564398 0.40084 0.469619 0.309314 0.171669 -0.413864 0.0728223 0.11607 -0.0373897 -0.33777 -0.351186 0.321686 0.317889 -0.00400906 0.651353 0.592211 -0.383107 0.709507 0.604721 0.178548 internal_count=39006 33699 31337 29578 29090 5307 28535 28043 3312 2853 1459 1759 2362 1827 1204 27921 1305 1394 1125 14270 14121 555 499 714 1214 1099 13407 1995 1069 492 Tree=125 num_leaves=31 split_feature=35 61 58 90 52 22 61 35 40 14 87 75 66 91 31 0 61 41 58 46 66 39 63 39 23 7 61 29 74 38 split_gain=405.943 235.138 111.528 68.1936 56.121 55.1638 46.3347 44.1291 33.7586 33.3754 21.5842 20.9375 20.7823 20.6014 19.8365 18.3571 24.4377 17.637 15.0448 13.4941 13.332 12.3203 11.3576 14.7632 13.2805 10.5147 12.074 11.3747 17.0585 10.4522 threshold=1.5 4.5 2.5 4.5 4.5 0.5 2.5 4.5 3.5 5.5 0.5 3.5 1.5 4.5 2.5 2.5 8.5 0.5 7.5 0.5 1.5 3.5 2.5 1.5 2.5 1.5 0.5 0.5 5.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 8 6 7 10 13 15 12 -9 -2 20 17 16 21 -14 -4 -8 -1 29 23 24 25 27 -27 -22 -29 -3 right_child=5 9 18 -5 -6 -7 19 11 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_parent=20 12 29 18 3 4 5 19 11 8 9 10 11 17 13 14 15 16 17 18 19 27 21 22 23 24 26 26 28 28 29 leaf_value=-0.0468109 -0.0387851 0.0371972 0.0285321 0.0580909 0.0565043 -0.0366821 0.0727514 0.0647843 0.0519661 -0.0533607 -0.0273764 -0.0423538 0.0550104 0.0339986 -0.0237434 0.0892076 0.0711274 -0.0122389 0.0957694 0.0171192 -0.0218941 -0.0443297 -0.0513275 -0.0484766 -0.0361806 -0.0222493 0.0793506 0.0818086 -0.0529053 -0.0317165 leaf_count=19370 391 491 306 187 133 545 1040 653 156 296 742 104 658 170 311 207 346 244 117 155 2745 157 2722 2667 3361 152 132 196 146 106 internal_value=0 -0.243033 -0.326202 -0.359891 -0.379891 0.381427 0.434823 0.284261 -0.396627 0.425127 0.0955212 0.580078 0.216652 -0.407193 0.311272 0.499449 0.391892 0.426342 0.55355 0.67362 -0.415191 0.167652 -0.341325 -0.294927 -0.225559 -0.106842 0.338497 -0.160655 0.337882 0.268245 internal_count=39006 34163 32560 32137 31950 4843 4298 3103 31817 1603 2346 757 1604 31661 1213 1307 1100 902 423 1195 31491 754 12121 9399 6732 3371 284 3087 342 597 Tree=126 num_leaves=31 split_feature=16 83 77 16 52 37 35 35 39 14 57 41 65 66 24 82 77 82 76 13 24 42 73 14 10 6 24 77 52 64 split_gain=109.708 34.8242 27.3183 27.0143 18.2875 17.4079 15.165 14.0844 14.0492 12.827 14.363 12.2666 15.0568 11.4369 12.7203 13.177 11.4126 11.5745 9.2974 9.14883 8.89288 7.23098 6.60028 6.39189 7.68493 5.74178 5.71775 5.35138 4.8985 4.88749 threshold=0.5 0.5 2.5 2.5 12.5 1.5 3.5 0.5 0.5 0.5 0.5 0.5 2.5 8.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 9 6 16 8 29 13 10 11 12 20 18 15 -15 17 19 23 -5 21 22 27 24 -1 -11 -9 -2 -4 -3 right_child=3 7 28 5 -6 -7 -8 26 -10 25 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 27 29 28 19 4 5 6 26 8 25 10 11 12 15 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0304997 0.0239501 -0.0288173 0.0325241 0.0584955 0.0276152 -0.020793 -0.000390426 0.0926136 -0.04837 -0.0466072 -0.0377758 -0.020821 0.0888197 0.0880423 -0.0307668 -0.038124 0.0917077 -0.0106599 0.017167 0.00305146 -0.0137845 -0.0434785 -0.0191761 -0.0496188 -0.0521359 0.0075546 0.0203577 0.0669326 -0.0273738 0.0325967 leaf_count=8157 540 347 292 381 200 407 725 123 15414 952 848 1129 130 156 455 106 124 256 143 198 780 106 147 3650 2584 193 106 139 102 116 internal_value=0 -0.35984 -0.378109 0.013486 -0.392541 0.264914 -0.401048 0.200263 -0.413076 -0.0914396 -0.0277523 0.0420226 0.141989 -0.348515 -0.00782629 0.449066 0.387017 0.297167 -0.36937 0.437073 0.0844028 0.207412 0.261185 -0.380698 -0.343447 -0.370205 0.626029 0.336603 0.196223 -0.107461 internal_count=39006 32676 31984 6330 31590 1366 31390 692 30665 4964 3819 2971 1842 15251 717 262 959 835 14534 579 1712 932 826 14391 10741 1145 229 679 394 463 Tree=127 num_leaves=31 split_feature=39 14 85 1 59 67 10 59 52 8 66 35 22 66 8 90 13 24 76 58 71 2 33 41 29 67 33 63 33 84 split_gain=270.754 177.146 128.677 88.1492 62.556 51.2608 48.8245 44.6258 44.0994 41.7281 43.7734 40.8995 39.3895 33.9763 30.1515 28.8156 27.7802 25.9286 25.8271 24.073 23.9257 22.8327 22.6457 21.8617 19.1601 16.4227 16.6167 16.1413 15.6266 15.0417 threshold=0.5 0.5 0.5 0.5 1.5 2.5 4.5 0.5 3.5 2.5 3.5 3.5 0.5 0.5 3.5 0.5 0.5 2.5 0.5 2.5 2.5 0.5 4.5 1.5 0.5 0.5 0.5 2.5 9.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 14 4 5 6 8 20 11 10 16 12 13 18 17 19 -4 -1 22 23 21 28 24 -15 25 26 -2 -9 -3 -22 right_child=3 7 9 -5 -6 -7 -8 27 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=17 26 28 16 3 4 5 6 27 8 9 10 11 12 23 14 15 16 17 18 19 29 21 22 23 24 25 26 27 28 29 leaf_value=-0.0448973 0.0336491 0.0327415 -0.0135713 -0.0257582 -0.0200263 -0.0429136 -0.0526843 -0.03189 -0.0429254 0.0431039 -0.0388159 -0.0352314 -0.00342389 0.0557103 0.0354563 -0.00690895 0.0319862 0.016189 0.0791139 -0.0288759 0.068118 -0.0352731 -0.0499979 0.0158378 -0.0294819 -0.00831951 0.0591179 0.0450107 -0.0471111 0.0118588 leaf_count=10832 4376 2457 1203 1565 1207 465 624 881 319 754 1482 408 583 6498 188 328 1036 293 287 153 568 352 217 431 126 223 710 113 183 144 internal_value=0 0.0133488 -0.160585 0.35042 0.373104 0.390811 0.401271 0.281382 0.410185 0.0961563 -0.0217465 0.419172 0.428338 0.443237 -0.378078 0.512271 0.13109 -0.411066 0.354355 0.528175 0.346108 0.268514 0.329928 0.537888 0.341831 0.355147 0.372071 -0.179674 0.305791 0.581253 internal_count=39006 20486 15788 18520 16955 15748 15283 4698 14659 4475 3721 14340 13932 13349 11313 7410 2239 11125 5939 7082 3704 2992 5652 6929 5435 5309 5086 994 2640 712 Tree=128 num_leaves=31 split_feature=24 85 59 14 91 13 82 42 39 8 66 75 42 71 42 39 47 82 54 91 84 14 23 66 46 47 31 63 63 33 split_gain=189.531 96.8471 87.1173 66.2361 58.7466 49.972 39.7351 32.3902 33.5738 38.6398 62.9529 27.2978 25.5818 23.7809 22.6663 22.2501 20.7296 19.9605 19.2105 17.4683 16.2429 14.8436 14.4212 14.1082 12.8114 12.3746 12.5259 12.612 12.2312 11.9722 threshold=0.5 0.5 0.5 1.5 0.5 6.5 0.5 3.5 5.5 5.5 2.5 1.5 2.5 2.5 2.5 3.5 0.5 2.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 3.5 9.5 11.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 5 6 13 7 8 9 10 16 17 15 -1 -4 -6 24 19 22 23 -5 -12 -10 -3 -2 26 27 -11 -18 -17 right_child=2 11 14 20 12 -7 -8 -9 18 25 21 -13 -14 -15 -16 29 28 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=13 24 23 14 20 15 5 6 7 22 27 21 11 12 13 14 29 28 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.04743 0.0334916 0.032304 -0.0275813 -0.0138086 -0.0301478 0.101468 -0.0232481 0.0607157 0.0496073 0.0148554 -0.03561 -0.0404394 0.0590378 0.0424961 0.0287222 0.0247139 0.0014445 0.0762894 0.0946434 -0.0331568 0.0333457 0.00548545 0.00299577 0.000670099 -0.033498 0.0664782 0.0669315 0.0478152 0.0311608 -0.029038 leaf_count=12155 3401 1061 3897 732 2254 100 954 661 1065 775 1847 756 140 180 323 640 2286 175 202 428 605 717 301 1151 180 341 211 491 722 255 internal_value=0 -0.17147 0.174723 -0.320208 0.221631 -0.422974 0.266559 0.287079 0.259928 0.217823 0.150496 0.111287 -0.0704086 -0.451551 -0.193165 -0.13526 0.230123 0.177975 0.492012 0.129424 0.106919 -0.214108 0.411886 0.18781 0.316753 0.415171 0.348155 0.281276 0.0956686 0.11098 internal_count=39006 17343 21663 13772 17443 12435 14154 13200 12539 10971 9153 3571 3289 12335 4220 3149 6589 2815 1568 2640 1337 2564 1366 2212 3581 1818 1477 1266 3008 895 Tree=129 num_leaves=31 split_feature=24 66 14 85 41 14 42 61 23 59 10 13 74 47 53 47 61 13 66 47 53 39 14 41 15 47 66 34 24 15 split_gain=105.637 50.576 49.7864 39.3069 26.6925 24.3294 22.4158 21.6735 20.518 19.9557 18.9532 16.3448 14.5386 15.6581 12.9026 12.5983 11.3286 11.3172 10.9421 10.7974 10.1599 9.52429 10.2262 9.19905 17.942 9.19006 9.71331 8.94451 10.3806 8.21326 threshold=1.5 1.5 7.5 4.5 0.5 5.5 2.5 0.5 0.5 0.5 0.5 2.5 0.5 1.5 1.5 2.5 2.5 0.5 0.5 1.5 3.5 0.5 1.5 0.5 0.5 4.5 8.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 4 3 6 7 10 17 15 23 -8 12 -3 13 16 -11 21 27 -1 20 -5 -19 22 -2 24 -4 -13 -27 28 -6 -23 right_child=1 11 8 19 5 -7 9 -9 -10 14 -12 25 -14 -15 -16 -17 -18 18 -20 -21 -22 29 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=17 22 11 24 19 28 5 9 7 8 14 10 25 12 13 14 15 16 20 18 19 20 29 22 23 24 26 26 27 28 29 leaf_value=-0.0455845 -0.0240704 -0.0377119 0.0689335 0.0295454 0.0283401 0.106916 -0.026194 -0.0205662 -0.0219522 0.10762 -0.0271664 0.00844428 0.0762721 -0.0288124 -0.0130622 -0.0237555 -0.0321075 -0.00872604 -0.0422101 -0.0359625 -0.0515375 0.0365639 0.0511525 0.0815248 -0.0201316 -0.0389126 0.0460514 -0.00382181 0.081811 0.00303598 leaf_count=17125 437 3444 135 541 324 135 513 2045 738 101 372 1192 230 302 105 624 126 2014 3945 253 756 1150 103 104 190 908 103 153 256 582 internal_value=0 -0.0223975 -0.323357 -0.361538 0.0943371 0.303521 -0.390681 -0.00506576 0.130242 0.0534097 0.226674 -0.243169 0.327881 0.220842 0.635398 0.119097 0.343578 -0.410808 -0.306065 0.147155 -0.175343 0.184817 -0.0772156 0.393082 0.222082 -0.0633987 -0.277886 0.427975 0.535042 0.264902 internal_count=39006 12486 26520 25353 6839 1898 24559 4941 1167 719 1763 5647 1391 1161 206 2896 859 23840 6715 794 2770 2272 540 429 325 2203 1011 733 580 1732 Tree=130 num_leaves=31 split_feature=33 82 42 43 33 53 23 33 33 53 23 82 33 53 24 23 14 14 66 23 39 53 61 8 63 23 14 63 47 47 split_gain=862.91 50.4117 22.0581 14.1441 11.3062 4.91263 3.92556 3.78027 2.29361 2.99844 4.08475 1.61895 0.632936 0.733928 1.07888 1.99011 0.599922 0.593778 0.32224 0.705252 0.213409 0.373445 0.230385 0.207365 0.97656 0.187563 0.158893 0.205177 0.522348 0.14376 threshold=3.5 0.5 0.5 0.5 2.5 1.5 1.5 5.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 3.5 0.5 0.5 0.5 8.5 4.5 1.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=4 2 3 7 8 6 -6 -2 12 10 -10 -3 23 14 15 -14 20 25 -12 -20 21 -9 -22 -1 -25 -17 -16 28 -28 -18 right_child=1 11 -4 -5 5 -7 -8 16 9 -11 18 -13 13 -15 26 17 29 -19 19 -21 22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_parent=23 7 11 2 3 6 5 6 21 10 9 18 11 15 13 26 25 29 17 19 19 22 21 22 24 24 25 28 27 28 29 leaf_value=-0.052293 0.0535557 -0.0195083 -0.00326954 0.0151124 0.0320955 -0.0529785 -0.0224524 0.0765274 0.0101529 -0.0512325 -0.0534821 -0.0575089 -0.0120963 -0.0517744 -0.0518254 -0.039596 0.0806317 -0.0271692 -0.020637 -0.0528772 0.0762793 0.0678244 0.0849292 -0.0277953 -0.0516784 -0.0531932 -0.0529887 -0.0525575 -0.0265723 0.0866686 leaf_count=27478 179 113 150 132 110 217 154 688 129 1041 135 167 181 3310 1051 113 186 126 130 133 164 127 114 192 1401 404 144 231 149 157 internal_value=0 0.628682 0.686519 0.724745 -0.500059 -0.110804 0.0498052 0.757111 -0.508669 -0.388446 -0.228582 -0.399844 -0.514449 -0.48273 -0.442753 -0.358591 0.780771 -0.447784 -0.415773 -0.351605 0.763555 0.751325 0.798956 -0.520786 -0.483941 -0.497176 -0.495116 -0.449614 -0.39652 0.834254 internal_count=39006 2177 1897 1747 36829 481 264 1615 36348 1568 527 280 34780 5709 2399 824 1436 643 398 263 1093 815 278 29071 1593 517 1575 524 293 343 Tree=131 num_leaves=31 split_feature=10 59 41 2 56 59 39 39 61 41 84 41 75 56 37 61 68 51 14 10 23 59 69 37 61 31 41 35 31 14 split_gain=660.217 790.064 218.29 60.5623 49.2899 48.162 40.4288 24.9238 23.8688 23.4371 20.3813 17.8133 17.8049 16.708 21.5877 16.6875 13.3699 12.5514 11.5816 11.44 13.3422 9.97236 11.4786 9.19251 9.12619 9.30222 8.5164 6.99059 6.86547 6.46175 threshold=4.5 1.5 1.5 1.5 1.5 3.5 2.5 0.5 1.5 0.5 1.5 1.5 4.5 0.5 0.5 4.5 2.5 0.5 0.5 2.5 3.5 7.5 3.5 1.5 0.5 1.5 5.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 11 10 9 23 19 15 13 -2 -3 -15 17 27 26 24 29 -21 22 -7 -5 25 -11 -4 -6 -9 -1 right_child=12 5 6 8 16 21 -8 28 -10 18 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 12 13 26 23 27 22 6 28 8 25 10 11 12 14 14 15 16 17 18 20 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0309268 0.0735393 -0.0144406 0.047596 0.0727107 0.0521215 0.0611587 -0.0409284 -0.0481503 -0.0266091 0.0436648 -0.0177366 0.0558473 -0.0165464 0.0826717 -0.0251396 -0.0132551 -0.0386317 0.00966591 -0.0365642 0.0609616 -0.0451173 0.074139 0.00420232 -0.00756315 -0.0152749 -0.0188015 0.0790778 -0.00957992 -0.0314537 -0.0499501 leaf_count=8587 4211 662 956 283 324 640 517 11430 321 424 249 361 109 139 146 221 245 193 432 110 125 2271 110 106 436 187 240 100 2871 2000 internal_value=0 0.0433378 -0.195161 -0.30068 -0.32935 0.611177 0.30839 -0.355634 0.321235 -0.268181 0.387537 0.271386 0.724755 0.0866788 0.440387 0.443819 0.248238 0.493483 -0.000670934 -0.323277 0.153951 0.693321 0.544025 0.592745 0.116176 0.281141 0.552415 0.397333 -0.447405 -0.341456 internal_count=39006 34686 30357 27981 27271 4329 2376 26602 710 12301 1859 1308 4320 947 285 1610 669 1389 1479 10822 235 3021 750 389 1047 611 1196 424 14301 10587 Tree=132 num_leaves=31 split_feature=38 49 85 44 13 22 49 42 61 16 42 85 23 49 68 39 23 10 66 14 33 68 61 10 53 91 84 53 42 42 split_gain=282.095 69.0033 26.1117 25.2156 19.2583 17.3298 16.7077 14.8245 12.8719 11.655 9.6191 8.90086 10.6442 9.03463 8.8074 7.75283 9.391 12.6408 8.36405 9.8186 9.21254 7.69173 7.66668 7.50538 10.3671 6.51732 6.49391 6.34381 5.90326 5.80724 threshold=1.5 0.5 3.5 0.5 0.5 0.5 1.5 2.5 1.5 0.5 0.5 2.5 2.5 2.5 3.5 0.5 0.5 2.5 0.5 1.5 4.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 7 6 9 8 22 15 11 -4 21 12 13 27 -5 16 17 18 19 20 25 -7 23 -2 -25 -1 -13 28 -3 -28 right_child=3 5 4 14 -6 10 -8 -9 -10 -11 -12 26 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31 leaf_parent=25 23 28 9 14 4 21 6 7 8 9 10 26 12 13 14 15 16 17 18 19 20 21 22 24 24 25 29 27 28 29 leaf_value=0.0218361 -0.00276084 0.0271043 0.00722022 0.0654217 -0.0278497 0.024956 0.0536242 -0.00438674 -0.0400479 0.0841502 0.0568457 -0.00788889 -0.0368644 0.0477491 -0.00290249 -0.0456772 -0.040833 -0.0514992 -0.0328583 -0.0446823 -0.0523569 -0.0358631 -0.0307125 0.0867154 -0.0030586 -0.0388449 0.0607196 -0.032805 -0.0384871 0.00680766 leaf_count=881 486 343 498 709 1531 278 286 903 927 116 235 284 793 115 117 13793 10938 1711 1466 431 280 199 326 106 142 173 200 454 121 164 internal_value=0 -0.30262 -0.36059 0.422474 -0.0822322 -0.0149651 0.207015 -0.387828 -0.103609 0.237429 0.266711 -0.0214778 -0.123711 0.0324122 0.612313 -0.401566 -0.355011 -0.247385 -0.160257 -0.0387633 0.0625327 0.0748325 0.031266 0.151613 0.453175 0.145131 0.18907 -0.0869949 0.109345 0.368376 internal_count=39006 36834 32721 2172 2145 4113 1346 30576 3401 614 712 2474 1826 1033 826 29673 15880 4942 3231 1765 1334 477 1060 734 248 1054 648 918 464 364 Tree=133 num_leaves=31 split_feature=68 29 67 34 46 18 68 6 36 18 59 74 67 57 10 67 57 38 46 56 66 13 74 77 74 57 15 24 83 41 split_gain=452.357 286.404 190.585 113.942 69.5429 69.7075 68.5036 42.0125 35.9087 31.4192 30.6735 29.0561 41.8551 28.6677 27.0191 23.3619 22.3499 22.244 21.7322 20.1123 22.0809 17.9737 16.023 15.6947 15.5299 12.9234 11.6844 10.9061 9.71207 9.55206 threshold=0.5 0.5 2.5 7.5 0.5 3.5 3.5 1.5 0.5 3.5 2.5 6.5 0.5 1.5 4.5 0.5 2.5 3.5 2.5 0.5 7.5 0.5 2.5 0.5 2.5 3.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 8 13 9 16 -5 12 26 21 25 -6 18 23 24 20 -4 22 28 27 -2 -15 -3 -10 -1 -9 right_child=6 11 19 10 15 -7 -8 29 17 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 24 26 20 10 15 5 6 29 27 9 10 11 12 25 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.03606 -0.0140481 0.0234875 0.0687841 0.100642 -0.00781671 0.0857257 0.0719974 0.0553248 0.0555649 0.0917031 -0.0332406 0.0678257 0.0651518 0.0083021 -0.0510596 0.0443092 0.0601987 -0.0306186 0.0691938 -0.00767405 -0.0178781 -0.0488482 0.0226857 0.0753862 0.046586 0.0911066 -0.0222313 -0.0016969 0.0280704 -0.0184178 leaf_count=13212 2041 397 638 212 1271 116 1664 175 288 108 103 781 481 242 523 454 225 105 101 190 148 13229 183 566 120 101 761 273 191 107 internal_value=0 -0.0978067 -0.203072 -0.270524 -0.301024 -0.348814 0.495322 -0.366847 0.321732 0.157665 0.741846 0.469301 0.28417 -0.385878 0.0870528 0.10521 0.0848946 0.542601 0.00159127 0.495183 0.593836 -0.405596 -0.332117 0.604651 -0.0688553 0.454476 -0.00192228 0.337402 -0.350441 0.332225 internal_count=39006 33515 31095 30119 29804 28079 5491 27963 3827 2595 315 2420 1639 27681 866 1725 2487 1232 2262 976 786 26815 13586 1127 2161 343 1158 561 13403 282 Tree=134 num_leaves=31 split_feature=61 35 58 90 14 35 58 39 58 69 52 37 90 58 75 91 28 52 63 47 41 31 39 61 37 69 41 10 69 46 split_gain=347.472 229.203 84.0203 61.4579 49.6974 49.1581 29.9478 29.9774 26.7693 28.0905 25.6925 25.5206 22.8317 21.8979 20.5019 19.8685 18.9369 18.4067 14.4944 17.6419 14.5649 12.8772 11.5872 11.7771 10.9483 10.5428 13.9266 10.4822 12.0202 10.3603 threshold=3.5 1.5 1.5 5.5 5.5 4.5 3.5 5.5 7.5 0.5 3.5 3.5 1.5 7.5 3.5 4.5 1.5 0.5 1.5 0.5 0.5 3.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 10 6 8 7 11 9 12 15 17 18 25 -7 16 22 21 19 -3 -21 29 23 -1 -18 26 -4 28 -25 -2 right_child=4 5 13 -5 -6 14 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 24 -19 -20 20 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_parent=23 29 19 26 3 4 14 6 7 8 9 10 11 12 13 14 15 24 17 18 20 20 21 22 28 24 25 26 27 28 29 leaf_value=-0.0406381 0.0445392 -0.0288909 0.0728696 0.0580791 -0.051438 0.0590713 0.0904817 -0.0360921 0.0750434 -0.0357953 0.0299056 -0.0262332 0.095126 0.0886377 -0.0401552 0.0351868 0.0405332 0.0652912 -0.0346241 0.0452291 -0.0253741 -0.0404749 -0.0515581 0.0184754 -0.0449945 -0.0189875 -0.0183772 -0.0460638 -0.0359447 -0.012462 leaf_count=18786 972 397 169 150 495 756 302 296 106 1141 136 257 104 107 128 162 305 936 381 551 209 101 8767 849 202 338 161 959 612 171 internal_value=0 -0.212775 -0.330587 -0.367344 0.429922 0.231175 0.480475 0.409055 0.0505579 -0.016443 -0.387103 0.455086 0.141437 0.32946 0.527319 -0.398755 -0.407131 0.499658 0.0623043 0.171613 0.321221 0.339817 -0.418665 -0.379566 0.118286 0.114225 0.377345 -0.177992 -0.0330215 0.38684 internal_count=39006 35476 31703 30928 3530 3773 3035 2733 2889 2783 30778 2437 1642 775 884 30642 30480 2180 1538 1157 760 1244 29973 21206 507 668 330 2420 1461 1143 Tree=135 num_leaves=31 split_feature=16 83 42 7 77 39 77 68 80 41 46 66 61 63 39 10 70 35 82 10 35 67 7 21 65 65 56 85 86 61 split_gain=102.856 35.4905 25.3087 26.2219 23.2307 16.1738 15.8841 15.7248 14.2064 12.6461 12.2873 10.7307 12.2798 11.7895 9.07337 8.61121 8.51822 7.99294 7.89584 7.89455 7.26689 7.12802 6.58028 6.38968 6.21761 6.03402 8.30039 5.96041 6.82382 5.68605 threshold=0.5 0.5 0.5 0.5 2.5 0.5 2.5 2.5 0.5 0.5 0.5 10.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 3.5 2.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 3 14 5 10 7 9 17 16 11 22 13 -13 15 27 -5 -3 -8 21 -7 23 -1 29 -24 -11 -27 28 -2 -12 right_child=2 8 -4 6 -6 20 18 -9 -10 25 19 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_parent=22 28 17 2 16 4 20 18 7 8 25 29 13 12 13 14 15 16 17 18 19 20 21 24 23 24 26 26 27 28 29 leaf_value=-0.0395157 0.00157453 -0.026269 -0.0453574 0.0239748 0.0153401 -0.0468947 0.106639 -0.0424711 0.0819192 -0.0310897 0.020896 0.102389 -0.0405292 -0.0158821 -0.0351126 -0.0294599 0.0660797 0.0394287 0.0352019 -0.0410263 0.000445488 -0.0473509 -0.0313118 -0.0163134 0.000829777 0.0531271 -0.0459895 -0.0280474 0.0416162 0.08848 leaf_count=11100 675 375 885 1000 400 15511 111 357 134 423 290 104 256 130 957 684 246 168 135 432 265 173 2253 232 762 180 102 237 321 108 internal_value=0 -0.347884 0.0180782 0.0714663 -0.367067 -0.381239 0.232078 0.161795 0.220387 0.226203 -0.312592 -0.340069 0.0608938 0.47343 -0.109357 -0.0209947 0.33114 -0.00277292 0.704725 -0.0364371 -0.458087 0.107675 -0.35824 0.223634 -0.231732 -0.0950959 0.207704 0.0801931 0.152975 0.410998 internal_count=39006 32693 6313 5428 32016 31616 2554 2308 677 1951 15840 14605 490 234 2874 1917 1246 543 246 1235 15776 803 14115 630 3015 705 282 1233 996 398 Tree=136 num_leaves=31 split_feature=13 14 85 39 23 25 59 63 71 63 59 41 47 58 15 55 12 23 29 25 87 31 14 84 42 33 10 16 47 31 split_gain=241.05 231.812 147.782 49.5149 48.8424 41.075 39.1311 36.0455 33.8228 42.3392 34.8592 32.8931 29.0229 27.8 25.1683 23.3158 23.1593 21.6761 18.2658 17.9993 17.11 17.6689 15.7757 15.458 15.3971 19.3406 19.44 14.3173 14.7116 13.9616 threshold=1.5 0.5 0.5 2.5 8.5 1.5 0.5 4.5 1.5 5.5 0.5 1.5 1.5 2.5 4.5 0.5 0.5 0.5 0.5 0.5 4.5 0.5 4.5 2.5 0.5 2.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 11 8 13 -1 9 10 22 12 14 16 15 18 27 -10 19 -2 21 -14 24 -19 25 26 -3 28 -4 -5 right_child=4 5 6 29 -6 -7 -8 -9 17 -11 -12 -13 20 -15 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=7 19 26 28 29 4 5 6 7 17 9 10 11 21 13 14 15 16 23 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0405497 0.0373126 0.0201064 0.0116063 0.0383019 -0.0409725 -0.0349879 -0.0287778 0.0324207 0.0271968 0.0504705 -0.0399241 0.00513092 0.0589634 -0.0553419 0.059938 -0.00449082 -0.0199825 0.0655822 -0.0268755 -0.0102755 0.0277438 0.0288099 0.0477743 0.0295875 0.0413346 -0.0458772 -0.0326312 -0.0387902 0.0357766 -0.0442013 leaf_count=13565 3613 1226 1266 391 530 615 1516 252 939 858 749 929 2988 328 750 580 675 1115 147 305 603 618 339 342 452 405 419 203 2148 140 internal_value=0 0.0703236 -0.109203 -0.317029 0.381152 0.298758 0.11546 -0.370918 0.324216 0.219543 0.109415 0.39498 0.416784 0.179263 0.339794 0.296503 0.208157 0.459217 0.332081 0.349569 0.508111 0.547396 0.179878 0.569959 0.117879 0.0441795 0.11213 0.25309 0.272717 0.241823 internal_count=39006 27943 20484 14348 11063 7459 6136 13817 6844 4448 3590 10533 9604 4620 5395 4645 4292 2396 4065 3918 4209 3606 2841 1457 2502 2050 1645 3617 3414 531 Tree=137 num_leaves=31 split_feature=85 14 39 25 63 42 39 63 66 84 91 76 33 25 13 84 13 25 47 55 87 39 47 85 66 31 84 66 47 33 split_gain=175.064 151.917 91.9094 58.2868 46.5965 35.0184 37.3361 49.5623 46.4493 32.884 21.5026 20.7694 17.3541 16.0751 15.3592 15.3456 15.3229 15.2016 15.0038 14.357 13.7604 12.8543 16.3417 14.0091 12.5042 22.1985 14.4394 12.2451 11.7844 11.6916 threshold=0.5 1.5 1.5 0.5 9.5 0.5 3.5 4.5 2.5 3.5 0.5 1.5 0.5 0.5 9.5 4.5 2.5 0.5 3.5 2.5 5.5 0.5 0.5 4.5 0.5 3.5 2.5 6.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 9 6 7 8 10 16 15 27 17 24 29 20 -1 28 -9 -5 21 23 -23 -2 -3 26 -26 -7 -4 -8 right_child=3 13 12 19 -6 11 14 18 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=16 23 24 28 19 4 27 29 18 8 9 10 11 12 13 14 15 16 17 18 19 20 22 22 23 26 25 26 27 28 29 leaf_value=-0.046468 -0.015775 0.0419721 0.0345472 -0.027103 0.0497927 0.0421303 0.0369299 0.0272938 -0.0275069 0.0413497 -0.0298511 -0.0494215 -0.0241102 -0.0167888 0.0709355 0.0853458 -0.00495022 -0.0329126 0.0669781 0.0492948 0.0432925 0.0330423 -0.00122781 0.0476759 -0.0158004 0.0355735 0.0401149 -0.00659387 2.25158e-05 -0.0107505 leaf_count=15066 1158 962 1151 1763 186 3058 1292 849 2851 161 722 162 944 486 383 105 629 402 355 114 403 1025 1148 148 1122 801 268 229 837 226 internal_value=0 -0.108711 -0.253193 0.202993 -0.379811 0.237861 0.171834 0.105439 0.0221896 -0.412812 0.123514 0.378962 0.0714339 0.217036 0.391446 0.167814 -0.438481 0.159933 0.408235 -0.206873 0.146312 0.0987399 0.186274 -0.0709193 0.259143 0.172039 -0.0364579 0.398814 0.223502 0.310169 internal_count=39006 23015 19376 15991 16042 14114 10665 8764 7560 15856 4709 3449 3334 3639 1901 3987 15695 2390 1204 1877 3882 3479 2173 1306 3153 2191 1390 3287 1988 1518 Tree=138 num_leaves=31 split_feature=66 10 25 59 41 87 13 13 14 85 34 14 59 47 59 61 41 91 32 85 85 25 23 23 42 41 32 39 15 66 split_gain=101.779 73.3707 70.2269 47.2241 46.5918 29.6332 25.468 18.6156 30.3187 13.6717 13.4911 13.2509 16.9942 11.4481 10.4698 11.6741 9.81585 9.47026 9.43078 8.54298 8.45544 7.98523 8.50913 7.71539 7.71314 9.36045 8.89112 7.58656 12.637 7.5671 threshold=1.5 0.5 0.5 3.5 1.5 0.5 2.5 0.5 1.5 1.5 0.5 0.5 0.5 4.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 2.5 1.5 4.5 0.5 0.5 0.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 7 5 11 16 8 -4 -9 27 -1 18 14 15 17 -2 24 -13 -3 -18 -8 -23 -16 25 -7 -27 -6 -29 -22 right_child=6 19 3 -5 10 13 21 9 -10 -11 -12 12 -14 -15 23 -17 20 -19 -20 -21 29 22 -24 -25 -26 26 -28 28 -30 -31 leaf_parent=11 16 19 8 3 27 25 21 9 8 9 10 18 12 13 23 15 20 17 18 19 29 22 22 23 24 26 26 28 28 29 leaf_value=-0.0329054 -0.0475395 -0.0447896 -0.018886 -0.0462464 0.028606 0.00315195 -0.0196233 0.0473657 0.0870484 0.0956047 -0.0218768 -0.00101436 0.0472454 -0.0488366 0.0650504 -0.0195614 -0.0411186 0.0599474 -0.0350142 -0.0126224 0.0311764 0.0618237 -0.0308303 -0.00840387 -0.0541704 0.0847796 0.000508123 0.140134 0.0509941 -0.0276976 leaf_count=4896 12593 5638 558 718 197 2187 2664 513 126 243 139 1138 242 359 215 1253 1483 193 1168 610 352 114 113 134 150 141 108 101 183 477 internal_value=0 -0.0788381 0.00142412 0.364639 -0.0821555 -0.123398 -0.382194 0.496578 0.172549 0.650514 0.518566 -0.238367 -0.0901595 0.0230688 0.0519934 0.013883 -0.441138 0.0976921 -0.170869 -0.393736 -0.24168 -0.140369 0.26785 0.427063 0.0579514 0.0871808 0.487957 0.670012 0.867151 -0.00478084 internal_count=39006 21210 14962 2158 12804 12184 17796 1440 684 756 620 7444 2548 4740 4381 4032 14905 2779 2306 6248 2312 2891 227 349 2586 2436 249 481 284 829 Tree=139 num_leaves=31 split_feature=33 38 74 33 42 15 43 33 23 85 33 61 33 15 31 14 71 23 13 39 65 39 15 23 14 90 31 72 31 23 split_gain=788.415 45.4831 14.7028 11.3659 5.67929 4.69087 3.95423 2.12574 1.89575 2.68642 0.861463 2.36977 0.756407 0.680693 0.893192 0.878605 1.42555 0.791715 0.976179 0.648424 0.43549 0.380506 0.298256 0.484614 0.26402 0.283636 0.15914 0.357131 1.3593 0.0939834 threshold=3.5 0.5 0.5 2.5 0.5 0.5 0.5 1.5 0.5 0.5 6.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 3.5 0.5 0.5 5.5 0.5 6.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 6 7 -3 -5 10 12 9 19 11 -2 26 14 15 17 -17 18 -14 -9 -7 24 23 -10 25 -12 -1 28 -28 -19 right_child=1 4 -4 5 -6 20 -8 8 22 -11 21 -13 13 -15 -16 16 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=26 11 4 2 5 4 20 6 19 23 9 25 11 18 13 14 16 16 29 18 19 20 21 22 23 24 25 28 27 28 29 leaf_value=-0.0519922 0.0747596 0.00709242 0.00782164 0.0121936 -0.0542622 -0.0286508 0.0367784 0.0162983 -0.0292686 -0.0490303 0.0725244 0.0439799 -0.017323 -0.0509043 -0.051495 -0.0104189 -0.0531775 -0.0448647 -0.048025 -0.0156719 -0.0529377 0.0820373 -0.0507825 -0.0525243 0.0765736 0.0654134 -0.013773 -0.0523068 -0.0503312 -0.0527775 leaf_count=27037 155 132 120 177 236 137 105 109 208 173 783 101 159 3353 990 208 109 230 211 122 156 100 752 191 284 153 137 1312 591 475 internal_value=0 0.602815 0.669061 -0.495896 -0.232801 -0.0983705 0.701748 -0.504875 -0.385448 -0.217064 0.718162 0.636331 -0.510591 -0.475023 -0.434825 -0.385967 -0.248225 -0.430971 -0.322855 -0.000893248 -0.401097 0.733473 -0.464604 -0.39328 0.725913 0.713471 -0.517748 -0.488165 -0.427759 -0.499517 internal_count=39006 2169 1801 36837 368 470 1681 36367 1555 404 1576 256 34812 5735 2382 1392 317 1075 370 231 293 1320 1151 399 1220 936 29077 2040 728 705 Tree=140 num_leaves=31 split_feature=10 59 41 25 59 39 56 39 10 42 41 75 61 39 1 42 78 39 66 77 92 59 69 7 84 33 37 16 41 32 split_gain=587.386 712.429 214.696 65.7276 45.6136 34.9646 30.761 24.5583 22.8165 16.92 16.5513 14.0652 13.9998 12.8346 12.7295 14.202 12.0593 11.8019 10.9802 10.3184 9.77268 9.44626 10.6103 9.36935 10.761 8.65955 10.4915 8.63753 7.80528 7.35191 threshold=4.5 1.5 1.5 0.5 3.5 1.5 0.5 0.5 3.5 1.5 3.5 4.5 2.5 0.5 0.5 1.5 3.5 0.5 4.5 0.5 1.5 7.5 3.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 10 9 8 23 13 12 14 -2 19 16 15 17 20 -3 -7 29 28 22 -6 24 -5 26 -8 -19 -1 -4 right_child=11 4 5 7 21 18 25 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 11 17 29 24 22 18 26 7 8 9 10 11 12 13 14 15 16 27 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0386239 0.0704832 0.0507476 0.0588241 0.0433998 0.0587114 -0.0400245 0.0161199 -0.022095 0.0298541 -0.03939 0.0698289 -0.0128032 0.00919999 -0.0476937 -0.0325061 -0.0474974 0.0585372 -0.0262143 0.0329932 0.00250578 0.0470428 0.071858 0.00155436 -0.00748529 -0.02414 -0.0500269 -0.0242598 0.0487311 -0.0156865 0.00949509 leaf_count=9372 4246 483 970 568 626 554 934 1237 132 112 166 102 358 12897 246 112 115 216 145 126 103 2262 102 295 132 283 777 104 1127 104 internal_value=0 0.0426926 -0.187468 -0.295751 0.588037 0.309283 -0.354307 0.0467762 -0.39133 0.402836 0.262441 0.695451 0.437881 -0.404622 0.151639 0.249361 -0.331922 0.335822 -0.213916 0.507613 -0.342721 0.6712 0.522618 0.238505 0.345757 -0.0574275 0.00558789 -0.00355629 -0.352709 0.551878 internal_count=39006 34658 30341 27972 4317 2369 25740 2232 23746 1670 1327 4348 1558 23614 1161 915 10717 803 699 1200 10602 2990 728 995 700 1994 1711 320 10499 1074 Tree=141 num_leaves=31 split_feature=38 49 55 22 38 85 22 49 61 2 68 61 16 55 10 70 66 16 37 15 85 43 3 86 85 86 15 23 68 59 split_gain=254.958 65.0632 72.8908 28.9547 23.3421 21.7465 16.0237 12.0185 11.2375 10.6287 10.1381 8.88688 8.49648 8.323 11.8531 8.01017 8.97076 8.28255 7.9756 7.68089 7.39631 6.90434 6.04305 5.95435 5.78422 5.59559 5.55132 6.20161 5.51974 5.83749 threshold=1.5 0.5 2.5 0.5 3.5 3.5 0.5 3.5 0.5 0.5 5.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 4.5 0.5 0.5 1.5 2.5 1.5 1.5 0.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 11 7 25 8 13 20 -4 12 15 22 14 23 17 26 24 -19 -16 -3 -20 -8 -2 -1 -5 27 -17 29 -6 right_child=4 6 9 5 28 -7 10 -9 -10 -11 -12 -13 -14 -15 19 16 -18 18 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 23 20 9 25 29 5 22 7 8 9 10 11 12 13 19 27 16 18 21 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0426845 -0.0352434 -0.00506109 0.052177 -0.0250558 0.0674621 0.0604698 0.0332025 0.0606398 -0.0273912 -0.0223567 -0.0434103 -0.0468004 0.0773913 0.0452538 0.0517714 0.0521959 -0.0333023 -0.0261839 0.0796053 -0.0159654 0.0333648 -0.025366 -0.0241744 0.0239672 -0.0234795 0.0323841 -0.0533654 -0.00791968 0.0172733 0.0307372 leaf_count=13009 535 1488 403 1205 575 149 317 131 1616 164 154 12717 122 204 251 228 1373 1076 140 147 274 117 113 109 1539 127 122 353 117 131 internal_value=0 -0.286611 -0.344699 -0.3748 0.399142 -0.0142728 -0.00557682 0.186309 -0.0930116 0.388449 0.262871 -0.400114 0.349596 0.0851992 -0.014149 -0.355958 -0.176073 -0.380748 -0.14503 0.289447 0.0276185 0.356268 0.215355 -0.23164 -0.403006 -0.183063 0.0866432 0.196634 0.573912 0.613842 internal_count=39006 36806 32722 32155 2200 1481 4084 1377 3378 567 706 30674 552 1246 1042 17957 2076 15881 1333 398 1762 257 430 644 14548 1332 703 581 823 706 Tree=142 num_leaves=31 split_feature=89 67 74 6 34 46 68 68 67 70 42 36 18 18 34 74 77 34 25 56 15 83 13 31 41 85 10 85 59 75 split_gain=431.38 231.94 219.505 95.424 60.8823 56.3733 53.2482 49.5353 48.3843 33.5313 33.2698 33.6203 27.0179 24.8324 22.1662 21.5837 20.2564 19.0677 19.4244 18.2339 15.951 15.1254 15.0667 15.748 14.6149 16.1912 11.9749 11.7448 12.1099 10.4463 threshold=0.5 0.5 3.5 1.5 9.5 0.5 3.5 3.5 6.5 1.5 0.5 0.5 1.5 1.5 4.5 3.5 0.5 6.5 0.5 0.5 0.5 1.5 1.5 3.5 0.5 0.5 4.5 0.5 2.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 8 10 9 12 16 11 13 15 17 -12 27 21 18 22 -7 -4 29 23 26 25 -11 -2 28 -3 -1 right_child=6 5 20 -5 -6 19 -8 -9 -10 24 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 26 28 20 3 4 19 6 7 8 25 14 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0460999 0.0446355 0.00445823 0.0591155 0.0433716 0.0683121 0.0654187 0.0701825 0.0563281 0.0690977 0.0524068 -0.0231422 0.0632834 0.0807517 0.0751172 0.0653329 0.0529687 -0.0109416 0.079033 -0.0317205 0.0146836 0.0034138 0.0558255 -0.033895 -0.0219343 -0.0413654 -0.0289175 -0.0494987 -0.0390635 -0.0533959 0.00251402 leaf_count=24908 708 1383 669 477 139 919 1425 128 245 355 654 1057 117 200 103 138 1043 120 503 287 263 101 242 184 349 237 113 1178 448 314 internal_value=0 -0.104468 -0.230678 -0.317087 -0.357872 0.296544 0.47286 -0.37766 0.101259 -0.39581 0.343918 0.416246 -0.0290335 0.257306 -0.0547447 -0.0916536 -0.422046 0.168041 0.103811 0.55968 0.498106 -0.446146 0.210505 0.289988 0.0533097 0.25258 0.392574 -0.164047 -0.0434393 -0.452179 internal_count=39006 33697 28982 28050 27573 4715 5309 27434 3509 27306 3884 3127 3264 2070 757 3147 26365 1870 1750 1206 932 25323 1247 1005 941 592 821 3009 1831 25222 Tree=143 num_leaves=31 split_feature=61 35 58 14 90 35 39 37 40 63 66 66 58 40 23 7 74 91 28 41 61 77 66 87 87 10 59 66 36 25 split_gain=306.01 181.939 72.799 55.1174 54.1443 43.116 42.2217 32.2341 30.04 27.4006 24.8893 24.3058 23.4234 33.3433 21.1244 16.8699 14.9169 14.8415 14.4733 12.0422 11.957 11.5484 8.85566 8.66544 8.27695 8.45938 7.73204 7.55177 7.29726 6.83726 threshold=2.5 1.5 1.5 2.5 4.5 7.5 5.5 3.5 2.5 1.5 1.5 10.5 1.5 0.5 4.5 4.5 0.5 3.5 1.5 0.5 5.5 0.5 1.5 0.5 1.5 0.5 0.5 6.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 6 8 9 7 12 17 10 -3 24 13 15 19 20 -10 18 22 28 -2 29 -1 -24 25 -4 -19 -5 -12 -15 right_child=3 5 11 27 -6 -7 -8 -9 16 -11 14 -13 -14 21 -16 -17 -18 26 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 20 10 25 27 4 5 6 7 16 9 28 11 12 29 14 15 16 26 18 19 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.0473087 -0.00758278 -0.0380535 0.0331284 -0.0447326 0.0560053 0.0611039 -0.0350151 -0.0252533 0.0876288 -0.0308329 0.0586012 0.0966304 0.0754626 0.0665207 -0.00793642 0.0588673 -0.0212301 0.0463323 0.00896374 -0.00069974 0.0347752 0.00855853 -0.0296718 -0.0487098 -0.0491218 -0.0424013 -0.0417186 0.021082 0.0159914 0.0209219 leaf_count=17628 1253 587 378 900 151 449 527 389 122 860 552 112 544 1015 637 180 151 159 443 288 271 188 6908 3568 117 110 122 109 162 126 internal_value=0 -0.224858 -0.336653 0.328315 -0.373099 0.187783 0.391056 0.437643 -0.392855 0.0666193 0.178423 0.307032 0.47824 0.40024 0.266862 0.177909 0.370779 -0.406533 -0.41571 0.407215 0.0685584 0.577222 -0.426009 -0.356986 0.0853221 0.200689 0.165871 -0.3274 0.501203 0.627008 internal_count=39006 33504 29969 5502 29252 3535 4493 3966 29101 3086 2226 717 3577 3033 1639 1704 273 28828 28547 1002 1524 1329 28104 10476 605 488 281 1009 714 1141 Tree=144 num_leaves=31 split_feature=16 54 76 42 75 7 24 57 89 41 38 52 35 58 65 67 80 31 24 90 75 6 39 70 69 36 58 23 15 71 split_gain=94.3481 37.0689 23.0152 22.6934 21.965 20.1695 18.3809 17.1735 16.2477 12.7102 12.2253 12.2115 11.9958 11.849 12.6767 12.8467 10.176 9.99949 9.86662 9.00773 9.71361 7.69658 7.66989 7.5131 7.50316 7.02648 13.6663 6.31909 5.98151 5.75262 threshold=0.5 1.5 1.5 0.5 2.5 0.5 1.5 0.5 0.5 1.5 0.5 2.5 1.5 9.5 1.5 0.5 1.5 1.5 4.5 4.5 2.5 0.5 0.5 1.5 0.5 0.5 1.5 13.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 11 22 24 9 10 13 -6 12 16 14 19 -16 25 21 -13 20 28 -3 27 -14 -4 -1 -27 -2 -7 -19 right_child=3 17 6 -5 8 7 -8 -9 -10 -11 -12 18 23 -15 15 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=25 27 21 24 3 10 28 6 7 8 9 10 18 23 13 15 15 16 29 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.0457483 -0.00559348 -0.0247884 0.0825966 -0.0446683 0.00175213 0.035778 -0.0532267 -0.0258593 -0.0359436 -0.0250232 0.084465 0.0372333 -0.0245557 -0.0548466 0.0457253 0.134856 0.0301681 0.0580411 -0.0526974 -0.0302803 0.0815619 0.0389097 -0.0328148 0.0438362 -0.00074259 -0.0335296 0.0781905 0.0520132 -0.000318422 0.00104499 leaf_count=23445 1811 801 104 882 353 585 231 578 775 338 139 295 1992 102 267 115 168 292 221 125 135 223 951 139 105 3046 108 127 347 205 internal_value=0 -0.339464 -0.366739 0.0138502 -0.380787 0.0632291 0.192063 0.202156 -0.00564754 0.27918 0.304649 -0.401259 -0.410865 0.337085 0.372887 0.739339 -0.431778 0.0968061 0.0675335 0.276584 0.331239 -0.100818 -0.0978516 -0.195029 0.545012 -0.437504 -0.291206 -0.018055 0.25409 0.372848 internal_count=39006 32643 31122 6363 30682 5481 440 2592 1267 2014 492 29415 28899 1676 1574 382 26768 1521 516 1192 1067 1024 2889 2131 209 26600 3154 1938 932 497 Tree=145 num_leaves=31 split_feature=39 63 71 53 82 10 74 41 40 24 32 0 32 85 24 33 65 47 65 71 76 67 23 11 13 33 58 23 8 31 split_gain=207.7 126.089 115.265 82.7523 69.6583 53.9618 46.6563 44.4781 39.8618 38.2352 37.6113 24.8638 24.1341 23.1299 21.839 20.3205 20.1267 17.961 17.1453 16.6233 16.3426 18.962 14.6363 14.4165 14.3038 14.3351 13.9926 13.9552 12.8414 15.0699 threshold=0.5 4.5 2.5 0.5 0.5 4.5 0.5 2.5 0.5 1.5 0.5 2.5 1.5 0.5 1.5 6.5 0.5 2.5 5.5 1.5 1.5 0.5 2.5 0.5 12.5 0.5 1.5 0.5 10.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 5 7 9 8 10 12 14 -10 13 23 19 17 27 24 -6 28 21 -16 -3 -1 25 -12 -11 -4 29 -2 right_child=4 22 16 -5 18 -7 -8 -9 11 26 15 -13 -14 -15 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 29 22 27 3 18 5 6 7 11 26 25 11 12 13 21 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0286183 0.0148343 0.0523046 0.0248509 -0.0413165 -0.0207624 -0.0524066 -0.0362321 -0.0245541 0.0200351 0.0357288 0.0393993 -0.0450595 0.0521463 0.00913078 0.0384039 -0.0295243 -0.0141273 0.0598572 0.0598627 0.0483426 0.0955335 -0.020309 0.0238772 0.0254788 0.00357847 0.0615591 -0.0490481 0.0683075 0.0539991 -0.0252838 leaf_count=3739 2039 857 276 8306 1792 916 2644 699 2262 1036 3109 294 295 1231 2802 210 184 1880 137 389 100 177 1020 294 205 891 113 483 163 463 internal_value=0 0.0073561 -0.0843041 -0.1595 0.305551 0.330091 -0.0330976 0.340514 0.353188 0.0491749 0.386795 0.150827 -0.0560042 -0.0984222 0.2942 0.467603 0.434438 0.477527 -0.138206 0.184198 0.378954 0.357524 0.381221 -0.231243 0.421527 0.441996 0.312957 0.527885 0.129701 0.0934067 internal_count=39006 20478 18601 17658 18528 16599 9352 15683 14984 6708 12428 2556 5559 5264 6133 6295 943 6085 1929 3054 3079 2979 1877 4033 4205 4000 1149 759 2665 2502 Tree=146 num_leaves=31 split_feature=24 85 59 91 71 82 13 42 39 8 66 42 23 75 13 88 23 42 82 23 3 91 63 66 33 66 39 47 0 39 split_gain=155.278 77.6219 71.5903 58.3679 56.7077 36.7276 30.4304 28.7514 29.7084 54.4808 44.2395 27.1159 24.7298 23.0857 17.7072 17.2205 16.5267 16.358 16.079 15.099 14.9401 13.9963 13.884 13.5482 12.6167 12.7721 10.7624 10.3063 15.4536 10.1684 threshold=0.5 0.5 1.5 0.5 2.5 0.5 5.5 3.5 2.5 4.5 2.5 3.5 1.5 1.5 10.5 1.5 1.5 0.5 2.5 1.5 0.5 1.5 4.5 0.5 0.5 2.5 3.5 4.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 3 5 6 7 26 8 9 10 17 14 15 18 21 24 -11 29 20 -6 23 -5 -12 -3 25 27 -1 28 -10 -2 right_child=2 13 -4 11 19 -7 -8 -9 12 16 22 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 29 23 2 21 19 5 6 7 28 16 22 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0421517 -0.006399 0.0284155 -0.0443748 -0.00912495 0.0441705 -0.0206632 0.0674552 0.0523948 0.0482963 0.011273 -0.0345868 0.0615402 0.00801042 -0.0411697 0.0448156 0.0912531 0.0461568 0.0327423 0.0666919 -0.0196278 -0.0335139 -0.0427992 0.0265286 -0.00238581 0.00642097 0.0037594 0.00923952 0.0766285 0.00459904 0.0147625 leaf_count=12563 1744 1050 1817 2234 471 1270 113 799 1581 496 2315 127 1105 747 205 184 1338 972 173 322 450 1339 209 1149 415 356 250 329 326 2557 internal_value=0 -0.159994 0.15943 0.182837 -0.303282 0.226173 -0.379305 0.246287 0.220602 0.155287 0.054251 -0.0930866 0.343865 0.0891335 -0.150849 0.417225 0.378848 0.136667 0.147188 0.237066 0.103707 -0.199101 -0.268876 0.155558 0.382456 0.424886 -0.403165 0.464886 0.419126 0.0718797 internal_count=39006 17288 21718 19901 13719 15996 12926 14726 13927 9631 7797 3905 4296 3569 3778 3191 1834 5273 2822 793 2649 3573 2524 2199 3007 2592 12813 2236 1907 4301 Tree=147 num_leaves=31 split_feature=66 10 25 59 41 13 13 71 61 17 88 24 53 25 42 47 85 42 41 10 24 21 33 13 21 24 63 85 66 69 split_gain=97.7383 66.6774 65.9242 42.731 34.3328 29.0334 16.8063 16.1536 14.83 12.3935 12.3089 11.1635 11.0555 13.0377 10.543 11.2964 9.44295 12.3066 9.34756 9.06162 8.31267 9.37405 10.2904 10.7319 8.31213 8.64225 11.6492 7.93367 8.49702 7.60507 threshold=1.5 0.5 0.5 3.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 2.5 2.5 2.5 5.5 0.5 1.5 4.5 4.5 0.5 0.5 4.5 0.5 4.5 0.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 6 8 18 7 -4 11 10 14 16 -8 -14 15 20 17 -1 -2 -3 21 22 23 -6 25 -7 -27 -20 -29 -28 right_child=5 19 3 -5 9 24 12 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 27 -21 -22 -23 -24 -25 -26 26 29 28 -30 -31 leaf_parent=17 18 19 7 3 23 25 12 7 8 9 10 11 13 13 14 15 16 17 27 19 20 21 22 23 24 26 29 28 28 29 leaf_value=-0.0244959 -0.0472182 -0.0263266 -0.0142376 -0.0456392 0.0880245 -0.0181964 0.0839662 0.0604589 -0.0302718 -0.0134107 -0.0214903 0.00920651 0.0255998 0.0980535 -0.00922193 -0.0250171 0.0211116 0.0095693 -0.0410997 -0.0518342 0.0926921 0.00219846 -0.0144394 0.00459311 -0.0348494 -0.00253383 0.111731 0.0393579 -0.0253183 0.0176366 leaf_count=4339 12587 2477 483 734 364 1204 303 200 3328 622 261 1612 347 102 232 168 346 827 1476 3829 159 252 128 101 895 570 124 261 569 106 internal_value=0 -0.0700976 0.00590887 0.355913 -0.0766352 -0.372681 0.476719 0.16622 -0.147239 0.186727 0.285687 -0.0817309 0.619506 0.426115 0.368108 0.45752 -0.144433 -0.179712 -0.437778 -0.378543 0.531939 0.423503 0.576818 0.706295 -0.111706 -0.00881809 0.201044 -0.239132 -0.0105101 0.67964 internal_count=39006 21214 14908 2169 12739 17792 1435 683 10452 2287 1665 7124 752 449 1404 1172 5512 5166 14893 6306 1004 845 593 465 2899 2004 800 2306 830 230 Tree=148 num_leaves=31 split_feature=33 82 42 74 33 53 53 33 53 24 82 24 33 15 24 23 7 47 71 66 66 47 8 63 63 63 13 32 47 23 split_gain=727.526 41.2549 16.9563 12.9965 11.9416 5.61719 3.89318 2.2018 2.95436 3.49571 1.75522 0.587832 0.584547 0.61415 1.09051 1.80146 0.532376 0.648373 0.429109 0.356734 0.590512 0.483485 0.140988 0.651679 0.106691 0.155413 0.348125 0.106442 0.126172 0.0834302 threshold=3.5 0.5 0.5 0.5 2.5 0.5 1.5 1.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 1.5 2.5 0.5 2.5 0.5 0.5 8.5 4.5 0.5 2.5 0.5 0.5 0.5 7.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=4 2 3 6 7 -6 16 12 9 -9 -3 -11 22 14 15 -14 17 27 -7 20 -17 -22 -1 -24 -16 26 -26 -2 -29 -25 right_child=1 10 -4 -5 5 18 -8 8 -10 11 -12 -13 13 -15 24 19 -18 -19 -20 -21 21 -23 23 29 25 -27 -28 28 -30 -31 leaf_parent=22 27 10 2 3 5 18 6 9 8 11 10 11 15 13 24 20 16 17 18 19 21 21 23 29 26 25 26 28 28 29 leaf_value=-0.0517858 0.0704561 -0.0160755 -9.68414e-05 0.0103459 0.0157811 -0.0494294 0.0464128 0.00931534 -0.0508841 -0.0283338 -0.056625 -0.053668 -0.0138301 -0.0510806 -0.0527045 -0.0526889 0.0616917 0.0813189 -0.0244643 -0.0526731 -0.043753 -0.0146863 -0.0308864 -0.0521966 -0.0296123 -0.0522712 -0.0523726 0.0706454 0.0758216 -0.0430276 leaf_count=27453 731 111 150 115 182 196 172 175 1054 174 169 156 203 3348 769 199 111 177 112 357 107 114 190 1251 145 321 170 207 241 146 internal_value=0 0.576148 0.629798 0.665024 -0.493633 -0.0883034 0.697045 -0.503426 -0.379576 -0.212576 -0.377864 -0.40406 -0.509479 -0.477366 -0.438408 -0.358633 0.721491 0.729717 -0.409897 -0.443896 -0.381607 -0.27861 -0.515978 -0.483769 -0.501186 -0.467327 -0.414146 0.716178 0.73474 -0.512785 internal_count=39006 2184 1904 1754 36822 490 1639 36332 1559 505 280 330 34773 5733 2385 980 1467 1356 308 777 420 221 29040 1587 1405 636 315 1179 448 1397 Tree=149 num_leaves=31 split_feature=10 59 41 56 2 39 41 13 71 68 10 66 1 76 59 61 68 38 75 71 50 41 56 88 7 8 66 61 39 25 split_gain=528.713 632.402 197.837 73.2134 49.7645 30.9952 22.0435 20.1012 19.9304 19.6619 19.6439 22.8747 17.5243 16.78 16.6462 17.1096 16.081 15.1013 15.1008 14.3931 13.4695 12.9728 11.8932 10.9501 10.1413 10.0272 14.1673 12.7014 9.78407 10.6526 threshold=4.5 2.5 1.5 0.5 2.5 2.5 0.5 2.5 2.5 2.5 2.5 1.5 1.5 1.5 7.5 4.5 6.5 6.5 2.5 0.5 0.5 4.5 2.5 1.5 1.5 10.5 2.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 8 10 19 12 20 17 -12 13 21 15 18 -2 28 -3 24 22 -4 -5 -6 25 26 -8 -28 29 -1 right_child=16 14 5 9 23 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 16 18 21 22 23 5 26 7 8 9 11 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.0382726 0.067775 0.0555642 0.0352267 0.00296339 0.0709 -0.0335262 0.00356638 -0.0483095 -0.0403847 -0.0405197 0.0669799 -0.0494535 -0.0295507 -0.047265 0.068476 -0.0289418 -0.0532333 0.0483382 -0.0244913 -0.0326918 0.0616751 0.0656844 0.0569169 -0.0134847 -0.0363348 -0.0539272 0.0947705 0.0107321 -0.0485163 -0.00463752 leaf_count=9462 4206 830 1179 1587 175 538 728 1483 184 617 122 199 134 119 2296 101 103 201 112 1001 171 453 147 131 299 144 196 178 11437 473 internal_value=0 0.0362291 -0.161244 -0.2681 -0.328255 0.287708 -0.350032 -0.165979 0.350463 0.097275 -0.393048 0.136389 0.387146 0.424519 0.615326 0.444844 0.670007 -0.409489 0.502099 -0.0458018 0.180373 0.453239 0.103983 0.470722 0.0880556 0.174759 0.239365 0.588283 -0.417216 -0.35086 internal_count=39006 34697 31358 28751 26229 2607 25923 4029 2069 2522 21894 321 1885 1751 3339 1043 4309 21573 942 2546 1905 1632 1734 306 1545 1246 1102 374 21372 9935 Tree=150 num_leaves=31 split_feature=38 49 85 68 39 49 49 0 65 53 10 38 39 66 42 16 18 39 66 10 91 42 85 85 74 33 74 71 59 68 split_gain=240.086 66.4073 25.4968 21.9019 20.6989 17.9727 15.6127 11.1828 10.2064 8.79073 11.8334 8.45616 7.95394 6.90252 6.8678 8.96228 6.54286 6.47154 7.4933 15.0296 8.3535 7.75767 6.471 6.1945 6.15892 5.88328 6.58348 6.88849 7.10467 6.29777 threshold=1.5 0.5 1.5 7.5 0.5 0.5 2.5 0.5 0.5 3.5 0.5 0.5 2.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 3.5 1.5 4.5 1.5 1.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 14 5 7 9 11 8 13 10 -2 12 -3 -4 17 -16 -8 18 19 20 25 -20 -13 -10 -7 26 27 28 29 -1 right_child=3 6 4 -5 -6 24 16 -9 23 -11 -12 22 -14 -15 15 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 10 12 13 3 4 24 16 7 23 9 10 22 12 13 15 15 16 17 21 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.026102 0.00613095 -0.00962513 0.0203152 -0.0447413 -0.0321031 0.0500582 0.0305616 -0.0325884 0.0134624 -0.0268829 0.058961 -0.00262467 -0.050695 -0.0182833 -0.0274011 0.0485217 -0.0368316 -0.0466677 -0.044168 -0.0504477 -0.047695 0.000697211 0.052843 0.0812315 0.0825183 -0.0521248 -0.044539 -0.0385991 -0.0431009 -0.0293615 leaf_count=897 522 2475 550 223 4231 785 581 669 230 212 270 360 434 754 1037 131 116 10717 8345 2443 761 409 151 123 171 342 314 289 256 208 internal_value=0 -0.280272 -0.341465 0.39095 -0.180586 0.433164 0.00268949 0.0157616 0.120334 0.196031 0.287292 -0.0902971 -0.151253 0.00860671 -0.391725 -0.163696 0.248909 -0.40426 -0.358735 -0.26435 -0.142412 -0.41902 0.189964 0.501509 0.561797 -0.0690618 -0.0224628 0.0390352 0.112375 0.18175 internal_count=39006 36823 32706 2183 6557 1960 4117 2326 1657 1004 792 3420 2909 1304 26149 1168 697 24981 14264 5510 3067 8754 511 353 956 2306 1964 1650 1361 1105 Tree=151 num_leaves=31 split_feature=89 67 74 6 34 46 89 68 67 42 36 70 18 29 83 29 41 57 85 59 63 75 66 58 24 10 15 41 24 13 split_gain=389.824 212.697 201.314 85.3468 57.2214 53.4376 53.0251 43.5487 41.6298 30.6712 31.7686 27.4865 25.2274 21.223 21.0448 18.7511 15.7226 15.4528 14.9325 13.3471 13.7348 13.3452 12.4077 11.905 11.6777 13.4529 10.8676 10.5807 9.6816 8.36528 threshold=0.5 0.5 2.5 1.5 9.5 0.5 3.5 1.5 6.5 0.5 0.5 1.5 1.5 0.5 1.5 2.5 2.5 1.5 0.5 2.5 6.5 4.5 9.5 0.5 2.5 3.5 3.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 8 9 11 12 10 17 14 13 -3 21 22 23 19 27 20 24 -1 -4 28 25 29 -12 -13 -7 -2 right_child=6 5 15 -5 -6 16 -8 -9 -10 -11 26 18 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 29 13 22 3 4 28 6 7 8 9 26 27 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0444139 0.0438141 -0.0193661 0.0545977 0.040574 0.0657616 0.0401618 0.0649485 0.0216117 0.0654754 -0.0119548 0.0648245 0.0443058 0.0773306 0.0353808 0.0710249 -0.0473712 -0.0193033 0.0557241 -0.0434707 -0.0419035 -0.045557 0.0220362 -0.00953937 0.0112202 -0.0390459 -0.0316952 0.0011043 -0.0313661 0.0741452 -0.0136413 leaf_count=25718 678 2859 885 459 138 339 1719 441 233 696 844 336 115 294 106 104 126 280 341 277 148 149 119 124 156 255 108 202 623 134 internal_value=0 -0.102818 -0.227227 -0.317201 -0.35708 0.281551 0.451849 -0.37718 0.0875307 0.300424 0.373223 -0.403861 -0.0316486 -0.0932339 -0.428485 0.438626 0.534782 0.207379 0.0201417 0.11748 0.181126 -0.435913 0.490007 0.580567 0.242863 0.300749 0.597271 0.247338 0.637828 0.375371 internal_count=39006 33711 28998 27890 27431 4713 5295 27293 3501 3576 2880 26852 3268 3153 25973 1108 1212 1928 879 1648 1371 25867 1004 1086 1223 1067 952 538 962 812 Tree=152 num_leaves=31 split_feature=35 61 58 90 52 7 10 63 40 39 71 61 66 63 13 37 56 0 61 67 23 66 63 61 59 13 89 66 61 52 split_gain=288.903 179.942 87.6695 60.0647 44.1767 40.2198 35.2349 33.1471 29.1303 22.1421 21.283 21.1299 17.6327 17.5768 17.0039 17.3708 15.9637 13.0244 14.0623 12.9823 15.9446 12.7069 15.4985 13.8297 11.1664 13.3936 10.9022 10.2498 10.1509 9.31901 threshold=1.5 4.5 1.5 12.5 4.5 5.5 0.5 4.5 0.5 5.5 4.5 1.5 10.5 1.5 1.5 0.5 0.5 2.5 8.5 1.5 1.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 4.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 8 6 7 9 19 11 13 16 29 17 15 21 26 18 27 -1 24 -10 23 -23 25 -21 -2 -3 -8 -4 right_child=5 10 12 -5 -6 -7 28 -9 14 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 26 27 29 3 4 5 28 7 21 9 10 11 12 13 14 15 16 17 18 25 20 23 22 23 24 25 26 27 28 29 leaf_value=-0.0434986 0.0394138 -0.0226393 -0.00112995 0.0747198 0.0511766 0.0627678 -0.0265304 -0.0497013 -0.0287423 -0.0451245 -0.0461566 0.0593976 0.0808084 -0.0220364 -0.0471625 -0.0347996 -0.0200787 0.082601 0.0640691 0.105068 -0.0387617 0.0158022 -0.0495712 0.0796467 -0.0526777 -0.0270013 -0.0251955 0.033947 0.0288497 0.0530299 leaf_count=26032 1013 193 574 106 122 714 1087 266 629 218 277 833 147 186 1259 1225 367 195 305 190 716 805 223 249 125 100 164 441 123 122 internal_value=0 -0.2188 -0.299827 -0.341571 -0.35922 0.322893 0.223643 0.317562 -0.37571 0.368321 0.366505 0.404121 0.330317 0.422212 -0.152835 -0.0442125 0.250202 0.485487 0.388298 -0.419006 -0.0976013 0.111913 0.243444 0.358664 0.361617 0.632842 0.338844 0.206318 -0.150407 0.152083 internal_count=39006 34221 32624 31781 31675 4785 4071 2861 31553 2595 1597 2377 843 1320 4390 3131 1544 1134 939 27163 1131 1906 1277 1054 415 290 1177 634 1210 696 Tree=153 num_leaves=31 split_feature=16 83 77 42 52 77 35 35 39 91 35 66 10 36 16 13 72 79 75 10 91 24 66 23 82 14 18 66 31 35 split_gain=92.8799 34.8473 24.2019 20.9877 19.849 19.7169 18.398 15.1652 14.8666 13 11.4389 10.6155 10.2969 10.2134 9.1801 9.08035 7.74993 7.6252 8.06309 7.61268 7.19896 7.14195 6.91043 7.43869 6.89863 9.07696 6.66396 6.8534 5.4947 5.43456 threshold=0.5 0.5 2.5 0.5 2.5 2.5 3.5 1.5 0.5 0.5 0.5 14.5 0.5 0.5 4.5 0.5 0.5 0.5 8.5 0.5 3.5 0.5 0.5 3.5 0.5 0.5 0.5 5.5 0.5 9.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 6 7 8 12 11 14 -3 13 24 20 26 -6 19 18 -7 22 -1 29 -15 -24 25 -2 27 -9 -16 -8 right_child=3 10 -4 -5 15 17 21 9 -10 -11 -12 -13 -14 16 28 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 25 10 2 3 15 18 29 27 8 9 10 11 12 22 28 15 16 17 18 19 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.0382662 0.0150601 -0.00617463 0.018306 -0.0438609 0.0432821 0.0381457 0.0545976 0.0495398 -0.0476904 -0.0268992 0.0603175 0.040945 -0.0332351 -0.0203243 0.091148 -0.0216261 -0.0471233 -0.00453609 0.105602 -0.0387301 0.0304722 -0.0259027 0.0507176 -0.0184039 -0.0268672 -0.0302347 -0.0543529 0.00892374 0.0309458 -0.0187157 leaf_count=12526 1273 458 396 860 331 173 268 294 15077 383 224 129 1154 443 107 423 626 107 100 523 162 315 397 237 536 452 107 677 123 125 internal_value=0 -0.330767 -0.351384 0.0221741 -0.367125 0.0679845 -0.382162 0.0176824 -0.396966 0.190916 0.236145 -0.326082 -0.0903521 -0.336461 0.281735 0.105224 -0.135346 0.501406 0.649699 -0.0271465 -0.373496 0.0767332 0.103906 0.294157 -0.00509543 0.0658236 0.177959 0.224331 0.62208 0.328057 internal_count=39006 32660 31978 6346 31582 5486 30828 5106 30120 1691 682 15043 3415 14914 1308 754 2226 380 273 1600 12688 708 1077 634 2261 1725 1078 971 230 393 Tree=154 num_leaves=31 split_feature=24 14 16 67 85 76 25 10 52 39 82 13 55 29 59 32 66 17 63 75 14 47 54 23 68 61 24 39 32 63 split_gain=178.182 188.335 88.261 75.6367 52.1903 44.5458 43.9444 37.3336 33.565 28.7087 28.3819 27.4353 25.5961 24.4943 24.2762 23.2078 22.0717 19.3745 19.03 17.774 17.039 16.2769 17.5969 18.6924 16.2214 15.8707 14.0086 13.4962 13.0375 12.3294 threshold=0.5 0.5 1.5 0.5 0.5 2.5 0.5 1.5 3.5 1.5 0.5 2.5 7.5 0.5 1.5 0.5 0.5 0.5 2.5 2.5 1.5 0.5 0.5 3.5 0.5 3.5 3.5 1.5 2.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 3 6 11 18 8 14 10 29 12 28 13 15 16 21 -3 27 26 -18 -15 -2 23 -23 -12 -11 -5 -6 -1 -8 right_child=2 7 -4 5 17 -7 9 -9 -10 25 24 -13 -14 20 -16 -17 19 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 21 16 2 26 27 5 29 7 8 25 24 11 12 20 14 15 19 17 18 19 20 23 22 23 24 25 26 27 28 29 leaf_value=-0.0443085 0.0216582 0.0185226 -0.0406612 -0.0323377 0.000673544 0.0905939 -0.0315502 -0.0414228 -0.0375575 0.0140327 0.018006 0.0170315 -0.0395029 -0.0282198 -0.0413377 0.0447643 0.0502504 -0.0376279 0.028281 -0.0515872 0.0384516 0.0448697 0.00224859 0.0168645 -0.0464185 0.0774869 0.00639984 0.0433003 0.0252832 0.0350469 leaf_count=10511 2604 1268 1334 1972 1386 104 1351 671 380 619 412 252 167 501 352 6173 1523 772 323 111 140 3282 446 793 460 148 413 259 166 113 internal_value=0 -0.0263529 0.271155 0.289157 -0.252298 -0.0515041 0.320666 0.272476 0.344062 0.0294517 0.351874 -0.377156 0.363806 0.369686 0.317744 0.380837 0.347213 0.0108583 -0.129492 0.47302 -0.0162164 0.318043 0.374298 0.401562 -0.0508525 0.266583 -0.21316 0.108771 -0.423675 -0.222958 internal_count=39006 17271 21735 20401 13346 2812 17589 3925 15358 2231 14978 10929 14106 13939 3254 13298 2902 2417 2708 1634 641 7125 4521 4075 872 767 2385 1645 10677 1464 Tree=155 num_leaves=31 split_feature=24 85 59 14 91 13 82 42 42 39 8 66 28 68 39 87 47 82 87 14 23 71 47 84 42 24 87 46 88 84 split_gain=140.061 75.4564 64.6424 51.8438 51.6079 38.4392 35.6784 26.6548 24.409 25.0726 39.114 44.8359 24.3455 21.3258 20.0809 19.4913 18.5931 16.9806 16.72 13.7028 13.3456 13.2699 11.8264 11.7151 10.7007 10.6972 9.9746 9.92382 9.83222 9.43947 threshold=0.5 0.5 1.5 1.5 0.5 4.5 0.5 2.5 2.5 3.5 4.5 2.5 0.5 1.5 3.5 0.5 0.5 2.5 2.5 1.5 1.5 2.5 3.5 2.5 13.5 6.5 0.5 0.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 5 6 21 8 14 9 10 11 15 20 17 -6 16 27 18 19 -3 28 29 26 -5 -10 -13 -12 -2 -11 -1 right_child=2 13 -4 23 7 -7 -8 -9 24 12 22 25 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 27 19 2 23 14 5 6 7 24 28 26 25 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.047739 0.0187055 -0.0119655 -0.0436368 -0.00171884 -0.0310659 0.0580096 -0.0217511 0.0513405 0.0399789 0.0325184 0.0414162 -0.02877 0.0799758 -0.0518254 0.00657235 0.0266058 -0.01702 0.0616169 0.0350144 0.0238172 0.00406645 0.0227723 0.0584874 0.0514385 0.086738 0.0332223 0.0159131 -0.0473534 0.085128 0.0209507 leaf_count=11897 1755 1718 1818 1146 2691 158 1281 177 887 1964 722 2541 280 559 1046 2717 1450 235 490 560 696 175 364 173 124 197 804 177 104 100 internal_value=0 -0.152785 0.15368 -0.299834 0.175208 -0.404794 0.215296 -0.0870013 0.234653 0.208367 0.159334 0.0828383 0.348283 0.0904735 -0.155188 0.155987 0.042929 0.134555 0.0869786 -0.00722386 0.291424 -0.442774 0.348277 0.075869 0.462455 -0.235356 0.284185 0.155837 0.354609 -0.462776 internal_count=39006 17211 21795 13649 19977 12330 16063 3914 14782 13771 10727 8837 3044 3562 3737 6099 3382 3003 2768 2278 2764 12172 1890 1319 1011 2738 1526 1932 2068 11997 Tree=156 num_leaves=31 split_feature=66 87 24 14 24 14 25 48 25 59 53 13 42 52 87 61 85 39 61 8 47 85 47 24 49 66 23 87 91 47 split_gain=90.4613 63.8523 38.4284 31.7703 30.8536 25.5414 20.8451 20.8072 22.9049 13.2754 12.8248 12.1968 12.7198 11.9859 10.2266 8.12652 8.86676 8.104 7.71741 7.70469 9.52417 9.58088 7.08902 6.92839 6.81714 6.71801 6.19345 6.06189 5.83809 5.84933 threshold=1.5 0.5 0.5 3.5 2.5 1.5 0.5 0.5 0.5 1.5 1.5 2.5 0.5 0.5 3.5 0.5 0.5 1.5 1.5 0.5 1.5 6.5 4.5 5.5 0.5 0.5 0.5 2.5 1.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 7 -2 -1 9 8 13 18 27 12 -8 19 26 16 -15 -5 -4 20 21 24 -16 -22 -3 -7 28 -10 29 -6 right_child=4 3 6 17 14 25 11 -9 10 -11 -12 -13 -14 15 22 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=5 4 24 18 17 29 25 12 7 27 9 10 11 12 16 22 15 16 17 18 19 23 21 22 23 24 25 26 27 28 29 leaf_value=-0.0455175 -0.0438784 0.00526685 -0.0106025 0.0733311 0.0169765 0.0148625 -0.0156227 -0.0413339 0.0420402 0.0547548 0.00366831 0.0572171 0.0502826 0.0885189 0.0585466 -0.00284713 0.024663 0.0272342 -0.036292 -0.0367681 -0.0402064 0.0462448 -0.00830221 0.0182759 -0.0410524 -0.0333723 -0.0304942 0.0909688 -0.053259 -0.0352899 leaf_count=7437 14313 2040 3489 316 689 640 645 812 175 169 304 171 174 159 217 418 449 299 1224 450 676 265 267 171 237 378 1836 114 208 264 internal_value=0 -0.0643233 -0.191919 0.114504 -0.360548 -0.362476 -0.0539549 0.0496816 0.0941901 -0.135862 0.449054 0.227937 0.0536243 0.0241159 -0.118935 0.254982 0.419742 0.53511 -0.16363 -0.0433784 -0.003463 0.0658131 0.24923 -0.262875 0.00806276 0.0148099 -0.188509 0.653803 -0.0300963 0.0515785 internal_count=39006 21212 14327 6885 17794 8455 5872 6270 5458 4882 593 990 819 4865 3481 1026 608 615 4713 3839 3389 2542 484 847 2277 1018 2997 289 1161 953 Tree=157 num_leaves=31 split_feature=24 10 85 74 65 71 66 59 42 77 13 16 57 85 14 43 47 69 74 23 66 8 87 47 24 66 71 13 32 65 split_gain=111.653 78.6182 58.3462 57.7753 41.2595 30.847 31.4545 22.9607 17.6845 13.5408 10.905 10.7203 8.33232 7.59099 6.41844 6.31371 5.66297 4.7929 4.68347 6.09099 4.86347 4.26762 4.19258 4.43976 3.07099 4.31608 3.11982 3.34557 3.57621 2.71929 threshold=0.5 0.5 0.5 0.5 0.5 1.5 4.5 1.5 0.5 0.5 3.5 0.5 0.5 0.5 2.5 0.5 4.5 0.5 0.5 2.5 4.5 0.5 0.5 0.5 1.5 1.5 0.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 14 17 15 21 -8 18 19 24 22 -1 23 -21 25 26 27 28 -2 -6 right_child=13 -3 -4 -5 29 -7 16 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 28 1 2 3 29 5 16 7 8 9 10 11 12 13 14 15 16 17 18 23 20 21 22 23 24 25 26 27 28 29 leaf_value=0.061572 -0.00772821 -0.0453044 -0.0424868 -0.0425857 -0.0211055 -0.0415375 -0.0465714 -0.047726 -0.0340949 -0.0432875 -0.0535441 -0.00292856 -0.0204126 -0.050245 -0.0142784 -0.000302521 0.0213086 -0.0477937 -0.0493297 -0.0320788 -0.037549 0.030935 -0.0387658 0.035854 -0.0453101 -0.0429473 -0.0398627 -0.0523303 0.0439535 -0.0516635 leaf_count=1580 384 6788 2595 1916 682 669 620 442 174 160 110 230 124 12423 115 109 108 3513 1478 142 398 214 174 315 1509 862 321 133 102 618 internal_value=0 -0.0915868 0.0266821 0.119932 0.212102 0.288695 0.339514 0.399982 0.435575 0.467802 0.489959 0.506018 0.536733 -0.442649 0.554972 0.570257 -0.307421 -0.371557 -0.316327 -0.267042 -0.0577549 0.588958 0.0887616 0.211841 -0.336335 -0.252984 -0.120155 -0.0135068 0.0728894 -0.336141 internal_count=39006 17252 10464 7869 5953 4653 3984 3256 2814 2640 2481 2371 2141 21754 2018 1903 728 9331 5818 4340 1029 1794 631 457 3311 1802 940 619 486 1300 Tree=158 num_leaves=31 split_feature=10 59 25 92 59 39 39 6 46 69 71 14 75 60 10 14 75 42 7 24 61 13 53 21 1 67 66 65 77 72 split_gain=485.22 567.595 151.075 49.8601 40.847 31.3014 29.6295 22.339 20.7787 20.4471 19.0986 17.3395 14.2985 13.6992 13.6311 13.1228 12.9648 12.9553 12.4628 11.6619 11.1572 10.6058 8.21795 8.20033 10.1776 8.14652 7.92037 7.11116 6.18898 6.88119 threshold=4.5 1.5 0.5 2.5 7.5 1.5 2.5 1.5 0.5 1.5 2.5 1.5 4.5 0.5 1.5 3.5 4.5 1.5 0.5 3.5 2.5 1.5 0.5 1.5 0.5 2.5 3.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 7 8 9 10 11 15 12 13 17 21 25 18 -2 19 20 27 22 23 -4 28 -25 -10 -23 -3 29 -1 right_child=16 4 6 -5 -6 -7 -8 -9 14 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=29 16 27 22 3 4 5 6 7 25 9 10 11 12 13 14 15 16 17 18 19 20 26 22 24 24 25 26 27 28 29 leaf_value=-0.0176364 0.0658435 0.0598775 0.0309051 0.089961 0.0660509 -0.0468274 -0.0344825 -0.03616 0.0054647 -0.00893922 -0.0383009 -0.0492302 -0.0397811 0.0396666 0.0662326 -0.0554445 -0.0147724 -0.0116775 0.0121681 -0.00484222 -0.00189539 -0.0503221 0.0617456 0.0200534 -0.0430827 -0.046369 -0.00908054 0.0305206 -0.0430847 -0.0459897 leaf_count=7101 4248 1031 473 140 2262 9268 668 192 1045 605 143 3102 113 186 147 110 107 141 514 155 172 2195 625 554 290 405 521 304 1264 926 internal_value=0 0.0312555 -0.18187 -0.287562 0.527984 -0.301862 0.199122 0.33651 -0.237047 0.265977 0.385109 -0.271426 0.425502 -0.229373 0.0523401 0.345276 0.648682 0.455198 0.369863 0.495325 0.456828 -0.243327 0.51167 -0.203717 0.033023 -0.0484236 -0.417871 0.535987 -0.231421 -0.203695 internal_count=39006 34651 30310 27143 4341 27003 3167 2079 17735 2499 1887 16138 1744 13036 1597 1894 4355 1631 1784 1490 1270 12850 1098 10134 844 1450 2716 1335 9290 8027 Tree=159 num_leaves=31 split_feature=38 55 49 22 38 16 22 61 57 44 85 2 68 84 57 49 61 12 38 54 38 47 35 80 23 42 55 10 47 49 split_gain=219.293 60.3048 60.8054 25.7364 19.6013 15.6468 10.634 9.4975 9.48959 9.15388 12.2943 8.55313 8.40925 8.29255 8.67927 8.8821 7.96163 7.42525 7.35523 7.08479 6.70993 6.59268 6.22666 5.96477 8.54626 5.91459 5.74286 7.14403 4.94133 4.76272 threshold=1.5 4.5 0.5 0.5 3.5 0.5 0.5 0.5 3.5 0.5 2.5 0.5 6.5 7.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 16 8 -5 7 13 9 10 25 -3 22 14 15 20 18 -7 23 -17 -4 -11 28 -1 -25 -2 27 -6 -8 -9 right_child=4 11 6 5 26 17 12 29 -10 21 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=23 25 11 20 5 27 17 28 29 8 21 10 11 12 13 14 19 16 17 18 19 20 21 22 24 24 25 26 27 28 29 leaf_value=-0.0368445 -0.0212204 0.0537103 -0.0125514 -0.0207043 0.0212388 0.0598399 0.0213109 -0.0371429 -0.0432332 0.071484 0.0572466 -0.0225126 -0.0535377 -0.0578869 -0.0515084 0.0478082 -0.0452246 -0.0164099 -0.00920285 -0.0143385 0.0470603 0.018867 -0.0144864 0.0755821 -0.0306351 0.0280087 0.0709837 0.0583555 0.0631923 -0.00164705 leaf_count=16581 623 313 928 1124 235 250 286 1335 186 152 112 101 139 113 204 313 12856 117 1068 116 115 137 130 105 243 163 268 308 145 240 internal_value=0 -0.274078 -0.297362 -0.359358 0.370769 -0.0115747 -0.0231705 -0.0967294 0.174943 0.230918 0.0841582 0.426696 0.195985 0.0123216 0.0582868 0.111748 -0.384723 0.392062 -0.34136 0.336925 -0.04055 0.474935 0.265348 -0.359176 0.0572616 -0.0735823 0.53349 0.436559 0.365602 -0.273075 internal_count=39006 36822 36408 32344 2184 1491 4064 3364 1373 1187 898 414 700 1789 1676 1472 30853 367 17997 429 1043 289 561 16929 348 786 811 543 431 1575 Tree=160 num_leaves=31 split_feature=68 29 67 34 68 67 57 77 46 47 10 72 74 67 10 59 57 77 85 13 57 14 42 85 59 83 53 59 38 66 split_gain=326.298 206.353 148.336 91.0049 52.6772 44.4137 40.4279 34.2449 31.0207 28.3944 25.027 24.4912 24.0722 30.2361 22.1722 23.3772 21.1115 21.0337 19.0095 14.6722 14.2314 13.4973 13.4484 12.8144 13.258 12.669 12.1407 12.1087 11.3822 11.3362 threshold=0.5 0.5 0.5 7.5 4.5 4.5 0.5 1.5 0.5 2.5 4.5 3.5 6.5 0.5 6.5 4.5 3.5 4.5 1.5 0.5 0.5 2.5 0.5 0.5 3.5 0.5 2.5 0.5 2.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 9 8 7 11 23 14 16 19 13 -3 15 18 22 20 21 25 -11 28 -8 24 -4 -1 -27 -5 -2 -10 right_child=4 12 5 27 -6 -7 10 -9 29 17 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=25 28 13 24 27 4 5 22 7 29 20 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.0342782 0.0571915 -0.00193595 0.0118304 0.0917167 0.0663484 0.058696 0.0152133 0.0228956 0.0460669 -0.039186 -0.0513623 0.0500297 0.0600565 0.0545267 -0.0399729 -0.0387944 0.0754769 0.0532611 0.00469722 -0.0485637 0.0192534 -0.0374998 -0.049354 -0.0373474 -0.0513847 0.0854793 -0.0468045 0.0167517 -0.0015514 -0.0149605 leaf_count=11705 1761 1150 1240 148 1419 504 947 321 529 633 961 120 782 473 312 272 133 129 460 12221 193 126 313 1107 456 102 104 132 133 120 internal_value=0 -0.0893283 -0.184943 -0.291079 0.430457 0.195521 -0.324247 -0.367399 0.0539122 0.294804 0.0132659 -0.390731 0.402569 0.232299 0.382499 0.417087 0.164219 -0.0126042 0.454088 -0.402336 -0.177626 0.51632 0.0180606 -0.120331 0.0152477 -0.327001 0.3269 0.664214 0.539587 0.35649 internal_count=39006 33568 31163 27207 5438 3956 26927 24573 3452 4019 2354 24252 2405 1623 3064 2752 1393 955 2480 24132 826 2020 1260 2803 1696 11911 206 280 1894 649 Tree=161 num_leaves=31 split_feature=61 35 14 90 52 52 35 7 66 63 66 31 63 39 23 29 74 61 39 66 7 23 59 19 39 43 61 66 36 63 split_gain=253.131 161.149 45.9204 40.9439 42.4743 36.2343 34.5819 25.8666 24.1351 22.586 20.6551 18.4667 17.8397 22.2529 20.4309 23.1574 25.2074 13.9291 14.9516 13.5663 13.4671 13.4532 13.0327 11.9506 11.8716 9.54285 9.25387 8.62221 8.39417 8.02838 threshold=2.5 1.5 5.5 4.5 2.5 1.5 7.5 0.5 1.5 0.5 1.5 3.5 2.5 1.5 2.5 0.5 5.5 8.5 2.5 7.5 1.5 3.5 3.5 1.5 3.5 1.5 0.5 13.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 5 4 8 7 9 17 -1 10 -3 19 13 14 15 20 -17 18 25 21 -10 24 23 28 -9 -2 -22 -16 -12 -11 right_child=2 6 -4 -5 -6 -7 -8 11 12 29 22 -13 -14 -15 27 16 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=8 25 10 2 3 4 5 6 24 20 29 28 11 12 13 27 16 16 17 18 19 26 21 22 23 24 25 26 27 28 29 leaf_value=-0.0446815 0.0142884 -0.0369675 -0.0512558 0.0516702 0.0342713 0.0604362 0.0555742 0.0458019 -0.0129511 -0.0073506 0.0513568 -0.0310484 -0.0508 -0.0480295 -0.0349182 0.105056 -0.0462205 0.0504813 -0.051655 0.0598163 -0.00647251 -0.0116527 -0.0487548 -0.0384382 -0.0263357 -0.0469929 0.0888064 0.0285203 0.00661092 -0.0532086 leaf_count=18270 939 455 727 147 311 938 460 706 2661 1207 660 210 2465 2323 3067 236 185 130 547 509 116 302 156 119 182 254 105 146 177 296 internal_value=0 -0.211793 0.301135 -0.324364 -0.341452 0.344419 0.17813 0.231819 -0.363687 0.0667808 0.230228 0.356631 -0.256323 -0.196257 -0.114024 0.0318455 0.634793 -0.00810724 -0.0999814 0.405348 -0.060138 0.272478 0.32516 0.376372 0.382793 0.0431976 0.475714 -0.303602 0.4297 -0.150777 internal_count=39006 33562 5444 30032 29885 4717 3530 3779 29574 3070 1567 1909 11304 8839 6516 3303 421 1870 1740 1699 2882 1190 1112 956 888 1193 221 3213 837 1503 Tree=162 num_leaves=31 split_feature=16 54 39 76 42 78 77 24 59 18 16 14 43 83 66 63 65 23 23 24 24 14 10 10 87 15 10 7 59 6 split_gain=89.0434 34.2345 21.8827 25.94 20.1217 19.0525 18.7447 16.9869 14.8438 14.0496 13.2743 12.4691 9.73079 9.72947 9.33587 9.95754 8.9543 8.63835 8.30448 8.0718 7.7635 7.64261 8.32592 7.37618 9.64084 7.87944 6.70923 6.44475 9.43337 6.08136 threshold=0.5 1.5 0.5 1.5 0.5 2.5 2.5 0.5 2.5 0.5 2.5 0.5 1.5 0.5 8.5 2.5 2.5 13.5 10.5 0.5 3.5 0.5 2.5 0.5 0.5 3.5 2.5 3.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 6 14 8 -7 9 10 11 16 18 23 17 27 19 21 -8 26 -12 22 29 24 25 -3 -2 28 -16 -1 right_child=4 13 -4 -5 -6 7 12 -9 -10 -11 20 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 26 25 2 3 4 7 18 7 8 9 20 11 12 13 28 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0282899 0.0219987 0.0473964 -0.0447955 0.0496601 -0.0433098 0.104002 0.0325539 -0.0249589 -0.036688 -0.036304 0.0392576 -0.0360579 -0.0136535 0.0634048 0.0580667 -0.0533414 0.0570686 0.0470145 0.0981956 -0.0146393 -0.0321065 -0.048159 -0.0510685 -0.0333338 -0.0441149 -0.0302486 -0.0522366 -0.0400827 -0.0321608 0.00396145 leaf_count=7420 812 465 15550 182 867 107 144 192 879 601 626 649 109 146 280 264 212 131 128 1002 109 3611 2631 551 219 136 175 148 125 535 internal_value=0 -0.322314 -0.350284 -0.266856 0.0275674 -0.290315 0.0723513 0.382429 0.0215307 0.0697886 0.11587 0.0194201 0.48728 0.105486 -0.31047 -0.0164855 0.0939578 -0.333747 0.6481 0.0429225 0.332054 -0.342247 -0.298403 0.00064863 0.151382 0.312547 0.171174 0.17596 0.329147 -0.257185 internal_count=39006 32693 31176 15626 6313 15444 5446 299 5065 4186 3585 2850 381 1517 15145 817 2201 14328 272 1989 735 14197 10586 1371 820 601 987 553 405 7955 Tree=163 num_leaves=31 split_feature=56 10 16 32 29 41 24 14 8 39 78 33 61 63 41 42 66 35 39 13 82 76 67 0 39 29 71 55 63 54 split_gain=167.271 136.013 91.2945 70.8336 47.7135 42.0345 39.0295 44.5317 33.8164 36.034 30.839 25.5395 26.1715 24.8695 21.9941 21.3716 19.0377 19.7199 18.6216 16.6532 15.5228 15.2098 16.9825 14.0859 13.9367 13.7692 13.7261 13.7093 13.1242 15.5774 threshold=0.5 3.5 1.5 0.5 0.5 1.5 1.5 0.5 3.5 1.5 1.5 8.5 9.5 9.5 1.5 0.5 0.5 3.5 1.5 1.5 1.5 1.5 0.5 2.5 4.5 0.5 2.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 15 11 12 14 18 16 19 25 20 -2 -1 23 22 27 -18 -16 -5 -9 28 29 -8 right_child=13 -3 -4 10 -6 -7 21 26 -10 -11 -12 -13 -14 -15 24 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 18 1 2 25 4 5 29 26 8 9 10 11 12 13 24 15 23 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0357658 -0.0441608 -0.0493789 -0.0426913 0.0321007 -0.032679 -0.0261062 0.0439838 0.0208216 0.0313922 0.0200343 -0.018923 -0.0282338 -0.041088 0.0571073 -0.0134674 0.0135815 0.0488608 -0.0409136 -0.00434547 0.00439182 -0.0192832 0.0843315 -0.0141819 0.00128984 0.0393736 -0.0281713 0.0467866 0.00233513 0.0199906 -0.000673691 leaf_count=3812 5031 3917 1606 3482 1512 1374 2308 2223 694 868 544 505 262 113 563 620 4837 224 752 352 159 130 312 171 190 121 583 442 1054 245 internal_value=0 0.207409 0.228321 0.243791 0.160394 0.181141 0.202135 0.121386 0.00295624 -0.07462 0.34032 0.354599 0.364696 -0.305869 0.373327 -0.19143 0.391575 0.452094 -0.347478 -0.27437 0.462768 0.313955 0.298103 0.473943 0.061581 0.30545 0.271196 0.320039 0.347605 0.40554 internal_count=39006 33110 29193 27587 16529 15017 13643 9152 6346 5652 11058 10514 10009 5896 9747 4784 8994 5391 5783 4164 5167 4491 4361 5008 753 3603 2806 4049 3607 2553 Tree=164 num_leaves=31 split_feature=25 24 14 87 33 42 16 14 42 39 63 66 31 84 42 23 13 87 82 71 88 0 8 84 24 66 13 33 42 69 split_gain=132.553 76.9728 52.0189 50.0437 42.1882 30.3322 23.7101 21.6287 20.8297 25.846 30.0163 25.21 20.6579 20.3047 19.6198 18.0039 16.7866 16.7657 14.2817 13.4903 12.8438 12.4158 12.0167 13.2008 13.1526 11.5942 11.4777 10.6692 10.224 11.9594 threshold=0.5 0.5 0.5 1.5 0.5 0.5 1.5 2.5 3.5 3.5 9.5 0.5 8.5 0.5 1.5 1.5 2.5 1.5 0.5 3.5 1.5 1.5 12.5 2.5 4.5 0.5 2.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 6 16 8 -6 9 10 11 19 17 25 -2 20 -1 22 -7 21 28 26 23 24 -13 27 -3 -4 29 -11 right_child=14 4 13 -5 7 18 -8 -9 -10 15 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=16 14 26 27 3 7 18 6 7 8 29 10 24 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0432187 -0.0376595 0.010679 0.0289958 0.0287068 -0.0128917 -0.0200435 -0.0311444 0.0278837 0.0479361 0.0347515 0.0397543 -0.0254871 0.0430424 0.0348885 0.0064601 0.00733375 0.0282397 0.0182966 0.0392064 0.0593507 0.0877699 -0.042052 0.0231203 0.0400826 0.0143242 -0.0185987 0.0342407 -0.0366025 -0.000855934 0.067891 leaf_count=7571 7499 1685 544 626 3310 502 700 558 693 1631 1079 3458 257 1113 615 798 187 1130 298 282 149 172 223 200 629 1194 1081 253 182 387 internal_value=0 0.111589 -0.0717917 -0.210234 0.178153 -0.307234 0.220263 -0.0383969 0.231776 0.209584 0.156123 0.106639 0.00497678 0.151952 -0.314001 0.348533 -0.397147 -0.0382154 0.0813712 0.225562 0.416206 0.187411 -0.112488 -0.158252 -0.193271 -0.00866875 0.210866 0.176272 0.380338 0.416853 internal_count=39006 30892 12288 9184 18604 8558 14736 3868 14036 13343 10196 9117 5897 3104 8114 3147 7758 5640 800 3220 2349 2938 4510 4287 4087 1991 2766 797 2200 2018 Tree=165 num_leaves=31 split_feature=66 87 24 24 8 14 14 25 25 24 41 78 39 71 53 48 25 0 53 15 70 14 0 13 41 39 15 42 25 13 split_gain=88.7909 48.7323 43.7474 30.4776 25.9409 26.2918 23.9685 21.0338 16.7717 13.9368 13.712 15.6936 12.5141 11.5255 11.1401 10.5946 10.9328 10.4838 10.3248 10.2014 10.1618 8.2384 7.6107 8.30638 13.8673 12.3897 7.45434 7.41725 6.9893 5.74427 threshold=0.5 0.5 2.5 0.5 0.5 1.5 1.5 0.5 1.5 5.5 1.5 2.5 4.5 2.5 1.5 0.5 0.5 6.5 1.5 0.5 0.5 10.5 0.5 5.5 0.5 2.5 0.5 0.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 10 6 5 9 -1 20 17 15 27 13 28 -12 -9 16 29 19 -18 22 21 -5 23 -4 25 -25 -11 -2 -7 -3 right_child=2 4 8 7 -6 12 -8 14 -10 26 11 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=6 27 29 23 21 4 28 6 14 8 26 13 11 12 13 14 15 18 17 18 19 20 21 22 25 24 25 26 27 28 29 leaf_value=-0.044125 -0.0454342 0.0118384 -0.00675519 -0.00806277 -0.0342112 0.05012 0.00928329 0.0545719 0.0568455 0.075056 -0.0317683 0.0640604 -0.00301427 0.0602379 0.000234901 -0.042892 0.0692453 0.0583797 -0.00715746 -0.0282371 -0.0464161 0.0580871 -0.0277145 0.114079 -0.0187236 0.0115706 0.014773 -0.0235061 0.09406 -0.0127031 leaf_count=5529 14332 1587 997 2702 587 488 656 294 196 147 2354 190 158 130 384 425 145 128 161 2470 505 101 661 185 237 179 167 1858 128 925 internal_value=0 -0.0164913 -0.303723 -0.151045 0.157463 0.214646 -0.332407 -0.00789919 -0.0773712 0.113408 -0.390476 -0.154869 0.533381 -0.246986 0.314845 0.0539738 0.0950139 -0.119442 0.435339 -0.145166 -0.10723 -0.0504835 -0.0121749 0.0889991 0.347256 0.681867 0.492604 -0.426612 0.646443 0.0298155 internal_count=39006 15089 23917 10171 4918 4331 6185 3986 5053 3557 18864 2674 774 2484 678 3243 2818 4857 306 4729 3308 2803 2259 1598 601 364 314 16190 616 2512 Tree=166 num_leaves=31 split_feature=33 82 42 33 74 43 10 61 33 53 23 33 33 15 31 24 59 66 66 14 33 15 66 24 8 63 15 14 39 53 split_gain=629.153 37.0461 15.4193 12.4368 11.2994 6.49883 4.7149 4.38225 2.65275 3.2001 3.7954 1.87759 0.869737 0.730556 0.962811 1.15617 1.68667 2.22356 1.0341 0.687419 0.594528 0.37798 0.373826 0.292134 0.240432 1.07081 0.156604 0.102079 0.0954755 0.239952 threshold=3.5 0.5 0.5 2.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 6.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 5.5 0.5 2.5 0.5 8.5 4.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 4 8 5 20 7 -5 12 10 -10 -3 24 14 15 16 17 18 -14 -17 -2 22 -12 26 -1 -26 27 -22 29 -15 right_child=1 11 -4 6 -6 -7 -8 -9 9 -11 21 -13 13 28 -16 19 -18 -19 -20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=24 20 11 2 7 4 5 6 7 10 9 22 11 18 29 14 19 16 17 18 19 27 21 22 23 25 25 26 27 28 29 leaf_value=-0.0515635 0.0588341 -0.0545266 7.59872e-05 0.0266849 0.00877974 0.0230268 -0.0539058 -0.0365308 0.0140898 -0.0504131 -0.0443971 -0.0104284 -0.0197701 -0.0384584 -0.0510019 -0.0524135 -0.0525412 -0.0533369 0.0159649 -0.0287087 0.0668947 -0.0528631 -0.0185474 0.0759081 -0.0241822 -0.0509385 0.07215 0.0707541 -0.0520401 -0.0505305 leaf_count=27465 137 184 155 186 114 101 175 126 126 1028 110 101 151 266 983 592 246 127 108 179 773 140 133 150 198 1397 256 226 1856 1217 internal_value=0 0.542798 0.595613 -0.486711 0.631655 0.662294 -0.0664605 0.0788994 -0.497645 -0.354285 -0.180734 -0.379696 -0.50466 -0.46335 -0.419387 -0.366214 -0.270147 -0.164927 -0.0292105 -0.461795 0.685727 -0.387699 -0.310391 0.695753 -0.513032 -0.468866 0.687397 0.677982 -0.502562 -0.478668 internal_count=39006 2197 1912 36809 1757 1643 487 312 36322 1537 509 285 34785 5725 2386 1403 632 386 259 771 1542 383 243 1405 29060 1595 1255 999 3339 1483 Tree=167 num_leaves=31 split_feature=10 59 41 56 89 25 75 13 39 37 41 69 32 74 8 59 28 39 56 61 45 41 42 66 9 92 38 77 56 25 split_gain=443.361 490.276 158.936 61.8265 52.2959 29.1707 28.9498 25.3586 24.1336 15.372 14.6101 13.6978 13.2513 13.1201 13.3705 12.5797 12.9282 12.1149 11.66 10.9871 10.8236 10.5833 9.86614 9.06115 8.02736 7.66116 7.64615 6.49757 8.09472 7.12472 threshold=1.5 2.5 1.5 0.5 3.5 0.5 8.5 4.5 2.5 0.5 3.5 0.5 1.5 3.5 3.5 7.5 1.5 0.5 1.5 5.5 0.5 0.5 2.5 3.5 0.5 0.5 6.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 6 17 7 13 10 18 12 20 25 14 19 16 -3 21 -5 22 23 26 -2 -7 -23 27 -1 28 29 -4 right_child=4 15 8 9 -6 11 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 22 16 29 18 4 23 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 24 22 23 24 25 26 27 28 29 leaf_value=-0.0366588 0.065514 0.0470075 -0.00402139 0.00491713 -0.0214694 -0.0180913 -0.0556186 -0.0361644 -0.0345276 -0.0213806 0.0474624 -0.0323732 -0.0296062 -0.0162414 -0.0111934 0.0634348 -0.0182347 -0.0463743 0.0471609 -0.000629627 0.0499063 -0.0187316 0.0130684 0.0347991 0.0374631 0.063686 0.0473839 -0.0318689 0.0559333 0.0358182 leaf_count=9249 5023 737 368 961 591 654 141 161 512 831 657 868 277 100 140 2038 113 12751 377 113 164 997 132 191 183 116 109 100 149 203 internal_value=0 -0.000250358 -0.18171 -0.285139 0.557259 -0.343527 0.590496 0.603416 0.244854 0.0800717 0.303025 -0.075471 0.16998 0.617014 0.625848 0.568297 0.402651 -0.387061 0.210956 0.635467 0.0825101 -0.313595 0.644672 -0.0392321 -0.0895026 0.248861 -0.356596 0.184812 0.233582 0.130575 internal_count=39006 32605 29717 27335 6401 25166 5810 5669 2382 2169 1870 1877 1213 5508 5408 2888 850 23289 1338 5268 1009 10538 5155 845 1180 936 9358 820 720 571 Tree=168 num_leaves=31 split_feature=38 55 49 22 57 38 49 16 73 55 10 39 16 21 54 37 10 66 42 14 24 33 25 70 61 84 14 53 70 16 split_gain=188.223 56.149 61.6935 26.3771 19.097 13.7555 12.6297 10.3804 8.84478 9.31407 11.4012 8.49539 8.12327 8.16219 7.66673 6.76158 6.52182 9.74114 7.66399 6.55622 6.72642 9.00961 8.91941 6.26461 8.10098 6.04857 6.99746 5.48814 5.33337 5.0658 threshold=1.5 4.5 0.5 0.5 5.5 4.5 2.5 0.5 2.5 0.5 0.5 2.5 2.5 0.5 0.5 0.5 2.5 1.5 1.5 3.5 1.5 4.5 1.5 0.5 0.5 0.5 2.5 1.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 11 5 8 12 -5 9 10 -2 16 13 25 -8 -11 17 19 28 20 21 22 23 29 -25 -4 -27 -12 -19 -1 right_child=4 -3 6 7 -6 -7 14 -9 -10 15 27 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=29 10 1 25 7 4 5 14 7 8 15 27 11 12 13 14 15 16 28 18 19 20 21 22 24 24 26 26 27 28 29 leaf_value=-0.0171275 -0.0051795 0.0405418 -0.0162945 -0.0161728 -0.0498481 0.0544951 0.0342647 0.0324494 -0.0358959 0.0879046 0.0573141 -0.0494122 0.0342645 -0.032083 -0.00893272 0.0316027 -0.0511689 -0.0435899 0.0135175 -0.0514552 -0.0374805 -0.0517837 -0.0489154 0.0455712 -0.0213022 0.0243297 -0.0435345 0.00652569 -0.00157985 0.0225312 leaf_count=3359 619 414 1100 1149 189 587 434 363 115 107 240 6452 226 1344 280 149 3918 9980 250 1024 2556 1102 889 324 294 570 137 147 370 318 internal_value=0 -0.264388 -0.287845 -0.352717 0.337332 0.37489 -0.0124205 -0.00172852 0.235956 0.282356 0.168388 -0.379608 -0.100507 -0.139616 0.205404 0.557308 -0.351028 -0.331487 -0.40539 -0.260317 -0.232984 -0.17731 -0.134059 -0.0877838 0.178466 -0.0350353 0.138126 0.414805 -0.420994 -0.13678 internal_count=39006 36853 36439 32348 2153 1964 4091 1512 1377 1262 1006 30836 3377 3151 714 256 24384 20466 10600 9866 8842 6286 5184 4295 618 1807 707 387 10350 3677 Tree=169 num_leaves=31 split_feature=89 67 74 77 34 89 46 57 67 10 75 70 18 13 10 29 59 74 56 41 38 19 87 75 31 77 42 3 63 35 split_gain=310.635 175.848 165.443 75.7761 56.3593 45.8207 42.3526 35.3413 34.9252 27.7797 24.3853 23.6875 18.7776 18.331 18.7278 17.6401 16.9433 15.6333 14.7569 12.5153 12.1042 11.8064 10.919 10.9068 10.8366 10.6208 10.4517 9.991 9.26405 8.90682 threshold=0.5 0.5 2.5 0.5 9.5 4.5 0.5 2.5 8.5 2.5 1.5 1.5 1.5 0.5 6.5 0.5 2.5 6.5 0.5 0.5 0.5 1.5 0.5 1.5 3.5 6.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 10 8 11 12 -9 13 23 15 14 16 22 24 -4 -8 28 -12 -15 -3 -1 -2 26 27 29 -13 -5 right_child=5 6 17 25 -6 -7 18 9 -10 -11 20 19 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 24 22 17 29 4 5 18 9 8 9 20 28 12 21 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0446443 0.0464938 -0.0065513 0.0131089 0.0390645 0.0618778 0.063094 0.0567402 0.0885082 0.0728622 -0.0518365 0.0578206 0.0405448 0.0680101 -0.0227989 -0.0549706 0.0316331 -0.0290242 0.0552711 0.0110435 -0.046563 0.0216309 0.0270481 -0.0460815 -0.0113974 -0.0058037 0.0571335 -0.0392389 -0.025608 -0.0481607 -0.00559918 leaf_count=24121 985 2134 504 531 145 1436 929 136 163 368 755 361 114 855 243 315 267 594 283 308 332 239 776 847 186 106 253 306 115 299 internal_value=0 -0.0958206 -0.214979 -0.300647 -0.363307 0.410424 0.256065 -0.387144 0.0794354 0.366888 0.288538 -0.407084 -0.0109036 0.16631 0.284653 -0.062885 0.335998 0.401446 0.482082 0.0328657 0.47025 -0.0696697 -0.158561 -0.430596 0.401696 0.139001 0.0674067 0.144624 0.248977 0.243547 internal_count=39006 33708 28994 27896 26401 5298 4714 26256 3502 504 3862 25752 3339 2775 1681 3225 1438 1098 1212 784 1087 1094 2910 24968 1171 1495 1389 1136 476 830 Tree=170 num_leaves=31 split_feature=35 61 66 63 22 39 61 35 90 23 0 61 87 46 76 29 74 7 10 37 12 28 70 13 39 66 13 78 3 61 split_gain=228.558 145.08 49.8996 36.4548 33.7368 31.5109 25.9718 28.1505 21.983 21.241 20.6812 20.4709 18.6923 17.5988 16.8377 16.1212 16.5256 14.2965 13.2665 10.6089 10.3616 9.53755 9.37941 7.87123 7.81522 7.80893 7.25258 7.22849 6.71889 6.24383 threshold=1.5 4.5 1.5 2.5 0.5 1.5 1.5 7.5 11.5 2.5 1.5 8.5 0.5 1.5 1.5 0.5 5.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 5.5 1.5 2.5 3.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 21 5 6 8 7 12 9 15 11 23 18 24 -11 17 22 20 19 25 26 27 -17 -3 -8 -2 -4 -1 -22 -19 right_child=4 10 3 -5 -6 -7 13 -9 -10 14 -12 -13 -14 -15 -16 16 -18 29 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 25 23 26 3 4 5 24 7 8 14 10 11 12 13 14 22 16 29 18 19 28 21 22 23 24 25 26 27 28 29 leaf_value=-0.042769 -0.027229 0.0170878 -0.00542493 -0.0502713 -0.0346168 -0.0390083 0.0529336 0.0595199 0.0675733 -0.0259752 0.0704266 0.0505304 -0.0314489 -0.0303403 0.0684988 0.118056 -0.0387966 0.00273748 -0.0271467 -0.0240281 0.0506568 0.0109414 0.0318429 -0.0215314 -0.0113442 0.0361275 -0.050329 0.0171301 -0.0166612 0.0728385 leaf_count=19302 167 510 2121 2740 540 2743 1432 315 103 3479 264 345 672 125 121 145 183 114 438 214 288 289 126 498 104 771 450 112 147 148 internal_value=0 -0.210088 -0.288203 -0.153497 0.281054 -0.0815914 0.322594 0.177254 0.00325465 -0.0313667 0.31572 0.199218 0.0670092 0.46974 -0.210427 0.100737 0.560814 0.0329265 0.168361 0.247329 -0.0353086 -0.408656 0.823216 0.00894101 0.507461 0.314517 -0.111936 -0.419995 0.308982 0.49815 internal_count=39006 34228 32611 12908 4778 10168 4238 2577 7425 7322 1617 1353 2262 1661 3600 3722 454 3268 1590 1152 3006 19703 271 1008 1536 938 2571 19414 435 262 Tree=171 num_leaves=31 split_feature=16 54 75 76 42 77 35 52 24 89 78 70 35 39 24 24 89 6 36 31 43 80 53 13 6 23 15 24 89 59 split_gain=78.7021 37.0471 21.7875 21.995 17.8978 17.6301 15.4124 14.2347 13.7786 13.3833 13.9133 11.6986 11.6207 10.4876 10.0537 9.04612 8.30443 11.8039 8.15441 7.6024 7.32458 7.01544 6.62435 6.54385 6.49216 6.45953 6.05037 6.65351 5.884 5.86538 threshold=0.5 1.5 2.5 1.5 0.5 2.5 1.5 2.5 1.5 0.5 0.5 2.5 2.5 0.5 0.5 4.5 1.5 1.5 0.5 1.5 1.5 0.5 2.5 1.5 0.5 13.5 1.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 5 6 16 12 -5 10 -4 14 13 18 29 -9 17 22 24 26 25 -21 -2 -16 -1 -7 27 -3 -20 -8 right_child=4 19 9 8 -6 20 11 15 -10 -11 -12 -13 -14 -15 23 -17 -18 -19 28 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 22 27 10 8 4 25 29 15 8 9 10 11 12 13 23 15 16 17 28 21 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0395056 -0.00323219 0.056387 0.00166816 0.0497891 -0.0425631 0.0346258 0.0358966 0.0449719 -0.0528572 -0.0307663 0.0907522 0.0794039 -0.00602857 -0.0479128 0.00398254 -0.0461905 -0.0510589 0.0735586 -0.00390674 0.020137 -0.00866813 0.0914761 -0.035953 -0.0508754 -0.00521636 0.0922868 -0.0318122 -0.0149086 -0.052293 -0.0332607 leaf_count=11436 2064 221 381 199 872 165 564 278 208 784 124 122 948 14267 608 224 501 111 1325 395 108 101 744 239 590 106 521 268 421 111 internal_value=0 -0.312205 -0.342493 -0.364677 0.0202559 0.062022 0.0116108 -0.380415 0.210065 0.0392112 0.312218 0.189953 -0.391737 -0.406866 0.125159 0.150797 -0.0991915 -0.0572309 -0.341382 0.132893 0.460005 0.36856 -0.0913365 -0.0914897 -0.374976 0.595622 -0.0513538 0.179458 -0.132609 0.297075 internal_count=39006 32691 31185 29896 6315 5443 5064 29489 407 1289 505 1644 28987 28039 1522 502 3420 2919 13772 1506 379 496 2808 847 12026 271 1010 489 1746 675 Tree=172 num_leaves=31 split_feature=56 13 71 8 39 85 33 31 47 53 49 17 87 32 58 23 23 32 40 24 42 8 87 59 8 71 61 23 66 40 split_gain=146.35 100.847 66.1663 91.7999 64.3334 54.5406 32.5194 29.605 26.4007 25.3843 23.0241 21.9312 21.9086 18.4143 17.5235 16.9686 17.1046 16.06 15.5443 14.7047 18.1636 14.3453 14.0867 13.6599 12.3448 11.8328 11.3712 11.2632 11.1689 10.8857 threshold=0.5 1.5 1.5 3.5 2.5 0.5 5.5 1.5 0.5 0.5 0.5 0.5 1.5 1.5 1.5 0.5 6.5 2.5 0.5 1.5 0.5 0.5 4.5 0.5 1.5 2.5 0.5 1.5 7.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 9 7 11 17 13 18 14 25 19 29 -4 -17 23 22 20 21 -1 28 -3 -14 -2 -15 -21 -10 -7 right_child=12 8 15 -5 -6 6 -8 -9 10 -11 -12 -13 24 26 -16 16 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 25 23 15 3 4 29 6 7 28 9 10 11 24 26 14 16 16 17 18 27 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0390072 -0.0413553 0.0189384 0.0154154 0.031494 0.0286773 0.0205198 0.081007 -0.0395624 0.0476703 -0.044151 0.00417284 -0.0322042 -0.00904039 0.0685502 -0.0442146 0.043425 -0.0332578 0.0426756 0.0190777 0.0365957 0.0207489 0.00276015 0.0221272 -0.0228999 0.070061 0.0188385 -0.0159214 -0.0378954 0.0034364 -0.0195647 leaf_count=4281 5303 3277 1264 2043 1291 2059 159 1068 3731 5690 702 721 332 175 291 1706 157 625 866 240 322 586 610 341 108 141 160 217 206 334 internal_value=0 0.189453 0.0917691 0.0274126 -0.0574004 -0.121702 0.0366317 0.000139791 0.301392 -0.262337 0.366879 0.0681276 -0.300617 -0.153119 0.127991 0.300527 0.40042 0.207588 0.394857 -0.198486 -0.254443 -0.316002 0.427542 0.166114 0.144901 -0.375984 0.350527 0.156956 0.461541 0.165746 internal_count=39006 33122 22764 19637 17594 16303 4632 4473 10358 11671 6115 3405 5884 5981 2684 3127 1863 4243 5413 5646 5189 4867 4547 3618 440 5444 335 457 3937 2393 Tree=173 num_leaves=31 split_feature=59 85 24 71 84 13 58 8 66 68 76 42 87 39 25 20 85 84 39 0 8 59 8 42 84 87 24 69 40 84 split_gain=125.429 71.6185 55.3326 39.0849 26.5798 24.9173 24.5071 23.6758 42.9325 21.0134 20.5135 20.1778 18.2403 17.2266 16.2825 16.6411 15.5673 14.8051 13.1272 18.0135 12.356 12.074 11.6619 19.0964 14.6996 11.4697 10.3077 10.2291 10.1709 9.37281 threshold=0.5 0.5 0.5 1.5 2.5 4.5 2.5 7.5 2.5 2.5 1.5 2.5 5.5 0.5 0.5 1.5 0.5 0.5 3.5 1.5 4.5 1.5 12.5 0.5 3.5 1.5 7.5 1.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 16 17 9 8 11 10 12 13 14 -4 15 18 -2 -1 19 22 25 -6 23 24 26 -18 -3 -15 -20 -5 right_child=4 6 7 29 21 -7 -8 -9 -10 -11 -12 -13 -14 27 -16 -17 20 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=17 16 26 13 29 21 5 6 7 8 9 10 11 12 27 14 15 25 17 28 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0424806 -0.0454652 0.00424227 -0.0179392 0.00845873 0.039184 0.0468228 -0.0394703 0.031073 -0.0347281 -0.0517295 -0.0521473 0.0637656 0.0416192 0.00874738 -0.0103937 0.0653848 -0.0342112 -2.51083e-06 0.0272638 -0.0265257 0.0513695 -0.0352953 0.0383342 0.0303196 0.0620123 0.00742276 0.059336 0.0375033 0.0595265 0.0677333 leaf_count=7194 6397 4485 1286 924 330 142 555 963 2095 404 239 179 1179 2101 790 262 2222 721 1694 520 100 181 580 1472 160 573 183 668 304 103 internal_value=0 0.117752 -0.014533 -0.209247 -0.274552 -0.320031 0.205665 0.101047 0.0278626 0.216698 0.224579 0.127928 0.232229 0.0840831 0.20436 0.221454 -0.335689 -0.364473 0.208307 0.168523 -0.177973 0.188296 0.188147 0.158637 0.0835232 -0.228048 0.0598533 0.16273 0.324448 0.175987 internal_count=39006 29203 16376 9084 9803 8057 12827 7292 6329 12272 11868 4234 11629 4055 10450 9660 9292 7915 9398 7400 2895 511 6880 6300 4828 2795 4668 2769 1998 1027 Tree=174 num_leaves=31 split_feature=66 87 24 25 13 2 25 8 8 47 24 59 2 61 86 13 61 42 59 35 31 84 42 87 31 70 59 85 23 43 split_gain=85.3097 67.4485 32.3702 29.6968 22.3341 19.2662 16.772 16.3707 14.1989 13.6682 17.085 14.6945 12.3374 12.7868 10.4225 10.3122 12.1941 10.3114 10.0571 10.0544 10.0166 9.36152 8.93867 13.1461 8.90131 7.70989 11.3856 7.5294 7.40335 7.69368 threshold=2.5 0.5 0.5 0.5 3.5 2.5 0.5 0.5 0.5 2.5 5.5 0.5 0.5 3.5 1.5 3.5 1.5 4.5 3.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 21 7 -2 8 14 9 27 10 11 15 13 18 25 16 17 20 -8 -6 28 -1 23 -12 -11 26 -4 -5 29 -3 right_child=4 3 6 5 19 -7 12 -9 -10 24 22 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 4 29 26 27 19 5 18 7 8 24 23 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0409133 -0.0448374 0.0325657 -0.0155906 0.0329456 0.016664 -0.046033 0.043808 -0.0341077 -0.027946 -0.0330309 0.0291632 0.0491922 -0.0285152 -0.048218 0.048063 -0.0149324 -0.032669 -0.0495053 -0.0526554 -0.0406251 -0.0339826 -0.0128145 0.00651103 0.116736 0.0382804 -0.042212 0.0617867 0.071542 0.0115198 0.0887082 leaf_count=8595 12322 679 4802 389 820 355 559 842 115 1102 166 407 443 120 172 1595 436 157 148 428 224 1249 164 117 183 920 123 380 824 170 internal_value=0 -0.0729631 -0.199664 0.0997591 -0.395176 0.402813 -0.0825583 0.0246226 0.488959 0.0674573 0.117651 0.0620543 0.153955 0.27537 -0.152488 0.0130284 0.114514 0.186277 0.368479 -0.0204657 0.231964 -0.355139 0.502785 0.70569 -0.223627 -0.173521 -0.132579 0.567391 0.288394 0.439678 internal_count=39006 25436 17131 8305 13570 1239 7287 7066 884 6224 4939 4492 1270 827 6017 4085 2490 2054 707 1248 1897 9844 447 283 1285 5845 4925 769 1673 849 Tree=175 num_leaves=31 split_feature=33 38 33 33 59 42 66 43 15 33 53 23 33 56 21 24 66 59 7 23 24 32 23 61 47 8 72 31 61 13 split_gain=572.842 34.7688 12.551 12.5483 14.9492 4.51994 4.49549 4.97556 3.05485 2.77683 3.08856 3.51364 0.62024 0.60642 0.482524 0.678967 1.12265 1.36252 0.880994 0.819514 0.463637 0.403254 0.361027 0.302724 0.299273 0.264448 0.615092 1.05106 0.151322 0.0959405 threshold=3.5 0.5 2.5 6.5 0.5 0.5 4.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 1.5 0.5 2.5 3.5 0.5 2.5 8.5 0.5 7.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 3 9 4 8 -3 7 -4 -2 12 11 -11 25 20 15 16 17 18 19 -14 24 -17 23 -13 28 -1 27 -27 29 -5 right_child=1 5 6 13 -6 -7 -8 -9 -10 10 -12 22 14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=25 8 5 7 29 4 5 6 7 8 11 10 23 19 13 14 21 16 17 18 19 20 21 22 23 24 27 26 27 28 29 leaf_value=-0.0514662 0.0578622 0.00324577 0.0252048 0.0662664 -0.0408306 -0.0539911 -0.0542401 -0.0468548 0.0226036 0.0121493 -0.050235 -0.019937 -0.0199354 0.0549627 -0.0512408 -0.0505733 -0.0525947 -0.0523661 0.00121266 -0.0532505 0.0743916 -0.0338903 -0.0524029 -0.043404 0.0579596 -0.018176 -0.0518498 -0.0518573 0.0718966 0.0612802 leaf_count=27539 189 129 201 773 106 231 151 132 111 132 1030 121 231 124 2509 1712 466 307 125 123 155 223 162 112 120 217 1051 293 109 122 internal_value=0 0.52227 -0.485586 0.585354 0.315287 -0.239577 -0.0597721 0.0784321 0.466291 -0.497109 -0.348269 -0.180302 -0.5046 0.654897 -0.468652 -0.441025 -0.379727 -0.305858 -0.215265 -0.294708 0.66574 -0.486294 -0.384209 -0.308432 0.653428 -0.511876 -0.463736 -0.359608 0.663168 0.655791 internal_count=39006 2169 36837 1809 406 360 484 333 300 36353 1557 527 34796 1403 5696 3187 1252 786 479 354 1279 1935 395 233 1124 29100 1561 510 1004 895 Tree=176 num_leaves=31 split_feature=25 26 59 39 84 24 92 3 86 59 69 60 46 60 59 13 57 78 33 72 71 13 43 29 8 33 15 89 56 66 split_gain=378.951 199.138 172.018 49.7137 35.5768 34.3961 28.4578 25.2639 25.0607 24.1478 19.3174 19.1136 18.9058 14.7811 13.338 13.2351 12.8558 12.3061 11.5095 12.4918 14.7095 12.4735 11.4726 11.0872 10.6178 10.4952 10.4227 10.1407 9.74541 9.7375 threshold=0.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 4.5 0.5 3.5 0.5 1.5 0.5 6.5 2.5 1.5 5.5 1.5 1.5 1.5 2.5 0.5 0.5 1.5 2.5 2.5 1.5 1.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 7 29 12 9 28 15 -9 -7 13 17 26 23 -8 18 19 20 21 24 -14 25 27 -2 -4 -1 -5 -3 right_child=4 5 14 8 -6 11 16 10 -10 -11 -12 -13 22 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 25 29 26 28 4 11 16 10 8 9 10 11 22 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00082971 0.0317533 0.0606048 0.0384618 -0.0406513 -0.00832741 -0.0167612 0.0450089 0.0585879 0.0745683 0.0487667 -0.00670594 0.0627151 -0.00450894 0.0375048 0.059996 -0.0443514 -0.0503639 0.0511443 -0.046977 -0.0466978 -0.0487738 -0.0488256 0.0724937 -0.039641 -0.0349035 -0.0422092 -0.0202919 -0.0418834 0.0111509 0.00289336 leaf_count=4810 1070 1624 337 13688 570 931 564 4091 101 1655 186 132 309 208 661 278 156 120 1639 1352 1074 721 205 113 1128 114 132 629 207 202 internal_value=0 -0.0326479 -0.134974 -0.221985 0.458588 0.453282 -0.107747 0.484004 -0.372681 0.358341 0.565478 0.040537 -0.146867 -0.17289 0.462618 0.165964 0.335122 -0.19173 -0.204372 -0.172481 -0.137539 -0.0988331 0.33449 0.221619 -0.0660546 0.271795 0.231647 -0.0244254 -0.390677 0.572905 internal_count=39006 30929 28040 26910 8077 2889 12914 7507 13996 3230 4277 1063 12194 11680 1130 1575 720 11472 11352 9713 8362 7288 514 1297 6567 1184 469 5439 13895 1826 Tree=177 num_leaves=31 split_feature=38 49 55 22 44 85 38 85 22 85 52 48 16 61 16 42 72 23 23 49 53 15 66 85 24 53 21 70 23 39 split_gain=172.41 53.4793 58.409 28.1481 15.5817 11.3219 11.258 10.8671 10.6398 10.0536 8.83561 8.54233 8.3625 8.10106 8.35407 16.2013 7.93887 7.65379 7.3925 9.13271 7.59413 6.55264 6.2992 6.04003 6.93122 5.83111 5.59591 5.37326 7.87964 5.05582 threshold=1.5 0.5 2.5 0.5 0.5 2.5 5.5 3.5 0.5 2.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 2.5 2.5 2.5 0.5 1.5 2.5 1.5 2.5 3.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 13 5 6 22 -5 9 18 17 21 16 14 23 -16 26 -11 19 20 -3 -4 25 27 -25 29 -10 -1 -29 -2 right_child=4 8 11 7 -6 -7 -8 -9 12 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_parent=27 29 20 21 7 4 5 6 7 26 17 10 11 12 13 15 15 16 17 18 19 20 21 22 24 24 25 26 28 28 29 leaf_value=-0.0414792 0.0507924 0.00496317 0.0304446 -0.01076 0.0473165 0.0531915 0.0449095 0.0452218 0.0474065 0.013383 -0.0209235 -0.0338727 0.072166 -0.0445259 -0.0216812 0.0847848 -0.0219464 0.0725528 -0.0351312 0.0338535 -0.0384242 0.0866994 -0.0231201 -0.0123267 -0.0439793 -0.038396 -0.00453061 0.0219151 -0.0351338 -0.0121351 leaf_count=11611 185 573 301 1316 820 170 129 152 198 378 300 123 108 12735 1638 147 256 140 1148 153 752 129 657 2001 1218 129 137 281 1017 104 internal_value=0 -0.251079 -0.311851 -0.343939 0.322414 0.155243 0.0527204 0.0247785 0.00436931 -0.0685718 0.140303 0.342229 0.224697 -0.372717 -0.327334 -0.110412 0.122506 0.300822 -0.165341 -0.0483964 -0.1615 0.438621 -0.0705239 -0.352776 -0.230058 0.152486 0.292481 -0.389105 -0.188997 0.300139 internal_count=39006 36812 32669 32116 2194 1374 1204 1468 4143 3444 818 553 699 30648 17913 1785 591 518 2626 1478 1325 430 1075 16128 3219 418 335 12909 1298 289 Tree=178 num_leaves=31 split_feature=89 46 74 67 68 89 6 75 70 13 18 59 70 77 67 35 42 59 15 57 24 37 75 13 77 3 68 74 47 15 split_gain=281.337 164.165 135.397 70.9587 64.2445 41.2799 38.94 27.1445 24.246 24.0781 25.5618 19.1964 15.662 15.4429 14.1046 13.0444 12.8261 12.7142 12.665 11.5627 11.4369 10.5176 10.3541 9.69403 8.69908 8.69703 8.46625 8.20755 7.70943 8.30221 threshold=0.5 0.5 5.5 5.5 1.5 2.5 1.5 0.5 3.5 0.5 1.5 1.5 1.5 0.5 0.5 3.5 0.5 1.5 0.5 0.5 1.5 1.5 8.5 0.5 0.5 9.5 4.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 7 9 16 11 10 12 13 21 14 -3 -4 19 20 -9 -2 26 24 -20 -16 -1 -11 -6 -26 29 -14 right_child=5 8 15 -5 17 -7 -8 18 -10 25 -12 -13 28 -15 23 -17 -18 -19 22 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_parent=24 19 14 15 3 26 5 6 18 8 25 10 11 29 13 23 15 16 17 22 19 20 21 22 23 27 25 26 27 28 29 leaf_value=-0.0359187 0.000139177 -0.00295272 0.0568958 0.0513532 0.0324359 0.0552201 0.0303004 0.0542531 0.0691102 -0.0460202 0.0508266 -0.0226764 0.0577183 0.0532125 0.0495629 -0.0121281 -0.0370954 -0.0318341 0.00511385 0.0430736 -0.0254931 0.00293293 0.0582427 -0.000441932 -0.0240114 0.0345725 0.0849228 0.0369664 -0.0355946 -0.00902127 leaf_count=12795 1154 980 579 272 293 2081 315 704 333 13913 185 463 201 477 376 118 408 152 479 314 107 789 112 147 491 111 100 123 200 233 internal_value=0 -0.0926038 -0.19035 -0.250796 -0.281481 0.395918 -0.320325 0.236659 0.319448 -0.34327 -0.258001 0.235971 -0.280777 0.300977 0.181579 0.489564 0.0380605 0.287125 0.40305 0.1218 0.400022 -0.310002 0.1999 0.36266 -0.333483 -0.4508 0.51141 -0.0593522 0.0960111 0.262626 internal_count=39006 33754 30978 30281 30009 5252 29357 3171 2776 29042 15018 2443 14833 1980 1503 697 1876 652 1295 1468 500 14199 591 523 13410 14024 393 614 634 434 Tree=179 num_leaves=31 split_feature=61 66 7 8 58 61 39 84 29 58 52 42 46 42 56 87 67 29 59 40 40 8 66 90 37 36 77 75 39 53 split_gain=211.009 136.187 61.6307 38.2461 38.0951 38.8613 35.7637 24.4908 23.7704 24.1743 21.7412 18.6652 15.7823 15.6373 15.5288 15.392 14.004 23.5889 12.8032 12.6551 11.9681 11.4196 11.7497 10.3847 10.1311 9.11308 8.73454 7.83188 8.08707 7.22721 threshold=2.5 2.5 1.5 1.5 3.5 8.5 3.5 0.5 2.5 1.5 2.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 2.5 5.5 0.5 2.5 1.5 0.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 10 3 8 5 6 7 12 9 15 16 14 13 21 25 18 20 -18 19 23 -1 22 -2 27 -21 -4 -24 28 -3 -11 right_child=4 2 11 -5 -6 -7 -8 -9 -10 29 -12 -13 -14 -15 -16 -17 17 -19 -20 24 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 22 28 25 3 4 5 6 7 8 29 10 11 12 13 14 15 17 17 18 24 20 21 26 23 24 25 26 27 28 29 leaf_value=-0.0431112 0.00118443 0.0113123 0.052685 -0.0494634 0.0730782 0.0540409 -0.0418564 -0.016673 0.0684418 0.0505801 0.0305343 -0.0452385 -0.0191409 -0.0270764 -0.00749734 -0.0403282 -0.0245897 0.116484 -0.0403648 0.0421249 0.0323252 -0.0553086 0.0531528 0.0496288 -0.0472738 0.0172553 0.00711298 -0.0345183 -0.0288021 -0.0011587 leaf_count=21335 370 916 859 2418 367 664 1023 992 149 272 184 265 363 254 400 1673 740 115 1036 517 117 109 1160 104 150 425 194 983 686 166 internal_value=0 -0.197348 0.0152744 -0.114718 0.278671 0.212836 0.106646 0.187356 -0.0242491 -0.0615704 -0.384714 0.311349 0.281934 0.339704 0.361372 -0.131426 -0.402052 0.00191242 -0.0536824 0.0109177 -0.421609 0.389503 0.414978 -0.0790991 0.304985 0.438987 0.477919 -0.128407 -0.0212433 0.343757 internal_count=39006 33510 11019 9070 5496 5129 4465 3442 6652 6503 22491 1949 2450 2087 1684 6065 22307 855 4392 3356 21452 1833 1724 2689 667 1284 1354 2585 1602 438 Tree=180 num_leaves=31 split_feature=16 54 24 78 76 16 66 37 52 89 75 77 82 14 7 57 24 21 10 65 40 31 52 77 31 24 32 37 0 14 split_gain=77.4741 33.6425 22.0596 30.9871 24.6945 19.6398 13.6837 11.8325 10.8613 9.80356 13.8617 9.60766 11.9565 9.05321 8.67268 8.07582 8.99309 12.1917 7.75034 7.39308 8.06508 11.1225 7.07436 7.22922 6.28863 5.68819 5.41873 5.25137 5.39975 5.57659 threshold=0.5 1.5 0.5 2.5 1.5 2.5 2.5 1.5 10.5 1.5 6.5 1.5 0.5 0.5 2.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 9 14 11 -4 10 13 12 26 18 22 16 17 -3 19 25 21 -21 23 -1 -18 -2 -7 28 29 -8 right_child=5 15 8 -5 -6 7 27 -9 -10 -11 -12 -13 -14 -15 -16 -17 24 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 25 17 8 3 4 26 29 7 8 9 10 11 12 13 14 15 24 17 18 21 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0413614 0.0089204 0.0920706 -0.0429023 0.0845752 0.0505036 0.0492645 -0.00277396 -0.0174161 0.0369411 -0.0475811 0.0514731 0.0786425 -0.0188155 -0.0352868 0.0437908 -0.0333475 -0.0307333 -0.0015087 -0.028022 0.0999389 -0.0161879 -0.00365863 0.0393891 -0.00197671 0.0242737 -0.0192187 0.00729077 -0.0473485 0.0289714 -0.043447 leaf_count=9408 870 233 17581 152 163 393 1607 407 107 665 185 129 258 986 164 330 368 239 903 142 162 111 135 540 354 926 190 422 354 522 internal_value=0 -0.305311 -0.335499 -0.228039 -0.254891 0.0272013 -0.285885 0.23841 -0.419056 -0.070172 -0.0331962 0.333584 0.246935 -0.0754293 -0.35775 0.118125 0.220226 0.527504 -0.016756 0.0473239 0.355838 0.598584 -0.372684 -0.385565 0.0153485 -0.0175726 0.380642 -0.0968686 -0.0466213 -0.112195 internal_count=39006 32679 31155 13467 13315 6327 13152 1377 17688 4950 4285 970 841 4100 10247 1524 1194 472 3114 2211 415 253 10083 9948 722 1796 583 2905 2483 2129 Tree=181 num_leaves=31 split_feature=56 10 16 32 40 24 14 85 47 87 52 70 67 55 39 66 14 54 42 63 90 25 31 23 7 87 28 63 33 91 split_gain=128.067 106.445 74.0689 56.7527 50.8877 38.7132 64.7984 32.2759 26.9418 22.429 22.1349 22.1345 21.5845 18.5344 17.5482 17.2605 17.0253 13.6227 13.4989 13.412 13.188 12.0422 12.0302 14.8235 11.0124 11.13 10.1919 9.73565 9.69233 9.39921 threshold=0.5 3.5 1.5 1.5 0.5 0.5 0.5 0.5 1.5 1.5 2.5 0.5 0.5 0.5 1.5 0.5 2.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 1.5 5.5 0.5 6.5 4.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 -1 12 16 15 17 13 21 27 18 -2 24 -5 -14 26 29 23 -8 25 -10 -17 -6 -9 -7 right_child=9 -3 -4 10 14 8 22 28 11 -11 -12 -13 19 -15 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=7 16 1 2 18 27 29 23 28 25 9 10 11 19 13 14 26 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0329422 -0.0415572 -0.0483534 -0.0409256 0.0336696 -0.0283307 0.0237936 0.0125475 0.00283813 0.0459083 0.0151711 -0.0273993 0.00568138 -0.0284769 -0.00709742 0.0084924 0.0494908 0.0301349 0.00801946 0.00451139 0.0455504 -0.012691 -0.0062042 -0.030756 0.0426127 -0.00645639 0.00958815 0.0163062 0.0155235 0.0588997 0.0649542 leaf_count=3941 5322 3953 1631 1416 2311 5088 717 1068 2855 448 268 810 698 724 994 2561 120 416 526 109 211 535 146 1072 185 196 295 145 103 142 internal_value=0 0.178387 0.195979 0.209722 0.16466 0.196147 0.0554628 -0.147963 0.242957 -0.287033 0.354364 0.341073 0.180704 0.204203 -0.0787736 0.371395 -0.367908 0.386549 0.258152 -0.159669 0.447086 0.230884 0.272498 0.301706 0.416674 0.433701 0.466121 -0.219756 0.0868214 0.248748 internal_count=39006 33116 29163 27532 22255 18805 7047 5112 11758 5890 5277 4462 7296 6489 3450 5009 5442 3652 1942 807 3067 5765 1935 1789 3236 3051 2856 2456 1171 5230 Tree=182 num_leaves=31 split_feature=59 24 85 14 91 16 84 87 88 42 7 39 47 47 28 84 41 63 85 23 66 66 33 75 82 87 67 53 59 23 split_gain=108.743 68.0107 41.1601 40.4472 36.6084 27.7049 26.2871 19.3663 18.0086 18.27 21.8598 16.0573 15.0597 20.4915 18.956 18.4804 17.8595 14.7525 14.4771 13.76 21.2122 11.9714 11.5166 11.5045 12.0577 11.4246 11.3855 11.2806 11.1666 10.4985 threshold=0.5 0.5 0.5 0.5 1.5 0.5 2.5 2.5 6.5 3.5 0.5 1.5 4.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 5.5 1.5 1.5 2.5 4.5 1.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 11 5 8 18 -7 9 10 12 -1 13 16 17 21 26 19 -2 20 -14 25 29 24 -4 -15 -3 -13 -8 -5 right_child=6 4 23 22 -6 7 28 -9 -10 -11 -12 27 14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=11 18 26 24 29 4 7 28 7 8 9 10 27 20 25 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0447083 -0.0440685 0.0268154 0.0110148 0.0233588 -0.0281857 -0.0228379 0.0396192 0.0375843 0.0959708 0.0436267 -0.000132668 0.0402575 0.0922533 -0.0160124 0.0947831 0.0417544 -0.0222401 0.0511443 -0.0168055 -0.0136843 -0.00454586 0.0299575 -0.0484027 -0.036571 0.060843 0.0319047 -0.0286887 -0.0375232 -0.0335385 -0.0187676 leaf_count=6490 6384 6258 2085 1068 1198 1588 321 223 100 688 2452 223 184 1846 144 403 384 518 2875 536 245 283 419 428 138 177 278 316 176 578 internal_value=0 0.113094 -0.0659437 -0.208949 0.174781 0.192285 -0.259001 -0.0959694 0.214075 0.208185 0.188498 -0.378214 0.219244 0.192233 0.39221 0.0378238 0.239833 0.31385 -0.322033 0.118183 0.399611 -0.036259 0.0612078 0.116451 0.150857 -0.101107 0.257964 0.0505389 0.204267 0.123202 internal_count=39006 29250 11745 9094 17505 16307 9756 1811 14496 14396 13708 7029 11256 9629 1627 2709 6920 1483 9259 965 429 2306 2065 2651 2223 2023 6536 539 497 1646 Tree=183 num_leaves=31 split_feature=66 10 41 24 25 14 17 87 53 78 24 56 10 59 42 42 87 14 32 59 61 41 53 24 39 23 65 23 24 35 split_gain=77.6867 51.7997 43.8336 27.785 26.6681 24.8425 22.6822 19.8138 17.5 13.0954 11.0782 8.98957 8.83629 8.75526 14.1308 8.95961 8.14904 7.70784 7.92164 7.267 7.13776 6.82441 7.93544 6.81876 6.77726 6.75345 6.6915 6.10723 6.02412 6.0157 threshold=1.5 0.5 0.5 2.5 0.5 10.5 0.5 0.5 1.5 1.5 6.5 0.5 2.5 0.5 2.5 0.5 3.5 0.5 0.5 0.5 1.5 1.5 0.5 2.5 3.5 0.5 0.5 1.5 4.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 21 7 6 9 17 -6 10 11 13 -3 14 -4 -15 25 -1 23 20 28 -2 26 -19 -8 -5 -23 -21 -9 -18 right_child=3 12 5 16 8 -7 24 19 -10 -11 -12 -13 -14 15 -16 -17 29 18 -20 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=17 21 12 14 25 8 5 24 28 8 9 10 11 12 15 14 15 29 23 18 27 20 26 22 23 24 25 26 27 28 29 leaf_value=-0.0310716 -0.045138 -0.0220782 0.0251879 0.000200259 0.0448158 0.0829669 -0.0332983 -0.00318091 -0.0150625 0.107435 0.0738482 -0.0388018 -0.0496509 0.00784071 -0.0426481 0.0806541 0.0448626 -0.00418196 -0.0285054 0.0564604 -0.0355585 0.0487844 -0.035951 0.0530294 0.0128572 -0.0296221 -0.0378946 -0.0176291 0.0273091 -0.0230945 leaf_count=4343 12234 2137 1065 1154 554 219 949 2751 408 100 152 253 4134 187 250 135 303 962 1087 178 466 315 1549 150 249 1829 205 120 410 158 internal_value=0 -0.0488423 0.0156939 -0.337773 -0.071162 0.246554 0.175265 -0.12326 0.251094 0.298305 0.255353 0.193759 -0.351474 0.240557 0.145643 0.542407 -0.101611 -0.231278 -0.10318 0.0108879 -0.023534 -0.41984 -0.21646 0.0470475 -0.170923 -0.167191 0.171909 0.357027 0.0152151 0.234495 internal_count=39006 21259 14988 17747 11429 3559 3340 10467 962 2142 2042 1890 6271 1637 1315 322 3444 6542 2199 3925 3627 14303 2069 1112 1198 2983 520 298 3161 461 Tree=184 num_leaves=31 split_feature=33 82 42 33 53 33 53 33 53 23 82 33 53 24 23 14 39 14 33 66 7 14 63 47 47 70 47 23 61 14 split_gain=528.133 30.5514 15.4315 13.0626 10.2057 4.67845 4.51403 2.90762 3.07774 3.41154 1.91279 0.688547 0.549425 0.707888 1.09632 0.797233 0.539701 0.428667 0.444937 0.401902 0.489053 0.199579 0.265766 0.65757 0.141924 0.121196 0.152452 0.0887577 0.0823022 0.175179 threshold=3.5 0.5 0.5 2.5 2.5 5.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 7.5 1.5 0.5 0.5 1.5 0.5 1.5 0.5 1.5 22.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 4 7 5 -2 -5 11 9 -9 -3 27 13 14 -13 -16 -8 18 -7 -11 -21 -15 23 -23 -19 26 -20 -1 29 -14 right_child=1 10 -4 6 -6 17 16 8 -10 19 -12 12 28 21 15 -17 -18 24 25 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 5 10 2 6 4 18 16 9 8 19 10 14 29 21 15 15 16 24 26 20 20 23 22 23 24 25 26 27 28 29 leaf_value=-0.0511945 0.0379928 -0.0130919 -0.00666168 0.0153821 0.00409551 0.05551 -0.053354 0.0128562 -0.050029 -0.0529947 -0.0576681 -0.0173366 -0.0500283 -0.0507459 -0.0504114 -0.0212692 -0.024244 0.0679572 0.0653996 -0.0438823 -0.0135848 -0.0522033 -0.0518203 -0.01856 0.0748309 0.0695299 0.0594005 -0.0420847 -0.0517911 -0.0373797 leaf_count=28917 190 111 148 186 110 160 147 126 1012 132 166 187 931 1048 503 134 156 253 652 144 117 150 245 156 109 135 142 230 2085 224 internal_value=0 0.503179 0.553654 -0.483243 0.591293 0.621052 -0.0488335 -0.495658 -0.339251 -0.17034 -0.362076 -0.503552 -0.464512 -0.426004 -0.350724 -0.433334 -0.379821 0.653871 0.636708 -0.377019 -0.296524 -0.476393 -0.418925 -0.35068 0.701869 0.650932 0.642564 -0.51142 -0.502459 -0.474332 internal_count=39006 2176 1899 36830 1751 1641 489 36341 1531 519 277 34810 5663 2423 824 637 303 1451 1089 393 261 1599 551 306 362 929 794 29147 3240 1155 Tree=185 num_leaves=31 split_feature=10 59 41 25 59 56 39 41 39 69 39 42 14 52 75 41 10 51 56 65 29 33 37 7 84 38 9 0 46 24 split_gain=371.847 420.399 139.382 40.9418 37.7812 24.6692 22.6383 19.0665 16.3779 16.1628 14.7274 13.1894 12.2823 12.5075 11.063 10.9963 10.7131 10.328 9.98165 8.80717 8.56177 7.56496 8.18063 7.11472 7.92569 7.07804 6.41931 6.38801 7.54623 6.37288 threshold=4.5 1.5 1.5 0.5 7.5 0.5 2.5 1.5 0.5 0.5 0.5 1.5 3.5 1.5 4.5 0.5 2.5 0.5 0.5 3.5 0.5 1.5 0.5 0.5 0.5 5.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 7 8 11 9 15 18 20 12 13 17 -2 16 25 27 -3 -9 23 22 -7 24 -5 -1 -17 28 -4 -12 right_child=14 4 6 10 -6 21 -8 19 -10 -11 29 -13 -14 -15 -16 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 14 18 28 24 4 22 6 19 8 9 29 11 12 13 14 26 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0351499 0.0609921 0.00686247 0.0271089 0.0377657 0.0609248 0.0139906 -0.0358363 0.0509227 -0.0453081 -0.0130168 0.00444361 -0.042067 -0.050443 -0.011836 -0.0164496 -0.0131408 0.0193388 0.00116675 0.0570896 -0.00450087 -0.0411773 -0.0492453 -0.0235149 -0.00983273 -0.0227941 0.0445055 0.0375446 0.0599184 0.0654744 -0.0344068 leaf_count=9338 4227 326 637 516 2242 934 515 743 12951 659 311 125 108 239 112 1004 186 174 235 106 109 284 751 243 122 120 178 419 163 929 internal_value=0 0.0217157 -0.167551 -0.266329 0.47026 -0.320184 0.237632 0.285277 -0.358958 0.1068 0.00518165 0.293279 0.322871 0.347637 0.599835 -0.273881 -0.317885 0.393752 0.328943 0.45473 0.152139 -0.0478787 0.0105512 0.207164 0.299803 -0.34108 -0.0412636 0.44479 0.356232 -0.211053 internal_count=39006 34667 30356 27976 4311 25746 2380 2069 23777 1220 2230 1865 1740 1632 4339 10826 9644 1393 561 849 990 1969 1685 881 638 9458 1182 1219 800 1240 Tree=186 num_leaves=31 split_feature=38 55 22 38 49 85 44 49 63 16 92 44 61 68 31 39 66 53 88 85 48 24 70 66 31 9 53 49 55 52 split_gain=161.494 45.2486 36.7677 35.0599 21.3859 16.1635 20.1759 10.0559 9.87098 8.9147 8.89589 8.8036 7.86928 7.72155 6.50498 6.26159 10.0232 6.05134 5.60868 5.56064 10.136 7.0594 5.73466 7.0087 5.46065 5.37822 4.90489 5.41755 4.67628 4.42273 threshold=0.5 2.5 0.5 3.5 0.5 4.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 5.5 0.5 1.5 2.5 0.5 0.5 1.5 0.5 1.5 0.5 1.5 2.5 1.5 1.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 12 6 7 15 18 25 24 -7 19 14 -8 16 17 -2 -3 22 21 -21 -1 -24 -11 -4 27 -6 -18 -5 right_child=3 8 9 29 26 11 13 -9 -10 10 -12 -13 -14 -15 -16 -17 28 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 17 18 25 29 27 11 14 7 8 24 10 11 12 13 14 15 28 17 18 21 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.0392861 0.0296874 0.055476 -0.0162253 0.0395893 -0.0166179 0.0666786 0.00585592 0.0316708 -0.0230933 0.0183853 -0.0300923 0.00777671 -0.0453909 -0.0373478 0.0625971 -0.0438947 -0.0334151 -0.0136881 0.00243744 -0.00944128 0.0727165 -0.0403189 0.00883842 -0.0370382 0.070948 0.0329356 -0.0290156 0.012272 0.0204718 0.0671298 leaf_count=12063 518 266 1137 641 1240 208 139 159 189 230 125 118 11688 132 259 767 1337 604 143 1447 118 1724 558 994 139 121 1085 528 147 182 internal_value=0 -0.273631 -0.300751 0.197532 -0.338049 0.0571363 -0.0147214 -0.116697 0.286966 0.0465002 0.285319 0.417225 -0.376498 0.365209 0.460068 -0.17321 -0.108334 0.0989762 0.425746 -0.329816 -0.211491 -0.246629 -0.364411 -0.172638 0.437514 -0.0890708 -0.121073 -0.0458969 -0.273952 0.456899 internal_count=39006 33795 33197 5211 31445 4388 4062 3532 598 1752 494 326 28592 530 398 3373 2606 1122 409 16904 3289 3171 13615 1552 369 1258 2853 1768 1484 823 Tree=187 num_leaves=31 split_feature=89 67 29 68 89 85 59 6 42 57 36 67 61 46 46 57 1 59 47 39 10 68 10 66 29 10 7 24 50 36 split_gain=252.498 149.47 109.061 63.5395 39.3279 34.2659 31.3888 30.4609 24.6471 23.6923 23.0806 23.0544 19.242 18.6399 17.2476 13.6081 12.7226 12.1418 13.9759 11.4346 11.38 10.7955 10.4953 12.0864 8.26155 8.14496 8.081 7.84958 7.33838 7.24766 threshold=0.5 0.5 0.5 0.5 4.5 1.5 3.5 1.5 0.5 0.5 0.5 8.5 0.5 0.5 0.5 4.5 1.5 4.5 0.5 3.5 6.5 3.5 3.5 1.5 2.5 1.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 8 6 11 13 10 21 15 14 24 16 19 17 28 18 20 22 -2 -5 23 26 -4 -16 -3 -20 -1 -11 right_child=4 5 12 9 -6 -7 -8 -9 -10 29 -12 -13 -14 -15 25 -17 -18 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 20 26 24 21 4 5 6 7 8 29 10 11 12 13 25 15 16 17 27 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0425732 0.0432418 0.0597936 0.039721 -0.0149278 0.0587456 -0.0249241 -0.0387118 0.0238845 -0.0097249 0.0235798 0.0511054 0.0709172 -0.0182051 -0.00577192 0.0509044 0.0629031 0.0205104 -0.0443758 0.0179922 -0.054387 -0.0478035 0.0396908 -0.0526924 0.00610949 -0.0269572 0.00106272 0.00599194 -0.0188743 0.00655487 0.0787399 leaf_count=23177 608 425 1044 1523 1414 872 661 266 755 261 1055 349 610 1088 654 174 293 256 393 217 160 103 263 957 110 122 194 497 362 143 internal_value=0 -0.0936006 -0.209469 -0.289749 0.372774 0.233355 0.302133 -0.354194 0.261402 0.106967 0.324856 0.352532 0.256872 -0.378218 0.275761 0.19015 -0.406523 0.132078 0.176795 0.132668 0.36683 -0.0541433 0.177126 0.218915 0.359339 0.449725 0.446341 0.00871811 -0.417541 0.530388 internal_count=39006 33694 28980 27216 5312 4714 3842 25186 3898 2030 3143 3181 1764 24920 2832 2088 23832 1914 1658 2056 768 1626 1839 1576 1154 776 619 890 23539 404 Tree=188 num_leaves=31 split_feature=61 66 14 63 39 10 35 58 90 33 63 77 59 61 29 70 42 67 75 89 10 87 61 40 77 40 41 58 43 37 split_gain=192.771 98.2991 53.6299 46.8408 42.9648 34.8477 28.6392 26.7069 30.2062 25.0488 24.3665 23.8706 21.7614 21.6182 18.4177 16.665 13.8558 13.4429 11.8201 11.5415 9.88953 11.7441 9.86056 9.68683 9.62317 9.72152 10.3977 8.0539 7.51647 7.39701 threshold=1.5 2.5 2.5 2.5 3.5 1.5 4.5 1.5 6.5 4.5 5.5 0.5 7.5 6.5 2.5 3.5 1.5 1.5 1.5 1.5 0.5 0.5 3.5 1.5 0.5 0.5 1.5 5.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 17 4 6 5 9 7 8 14 10 11 12 15 -6 20 16 19 -1 -8 23 21 24 -7 27 25 -3 -27 -2 -24 -13 right_child=2 3 -4 -5 13 22 18 -9 -10 -11 -12 29 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 28 -25 -26 26 -28 -29 -30 -31 leaf_parent=17 27 25 2 3 13 22 18 7 8 9 10 29 12 13 14 15 16 17 18 19 20 21 28 23 24 26 26 27 28 29 leaf_value=-0.0414957 0.0428351 -0.00629643 -0.0392997 -0.0413063 -0.0430537 -0.045743 0.0505989 0.0402569 0.0693023 -0.0422265 -0.0411322 0.0266868 -0.0504629 0.0398061 0.0713203 -0.0319661 -0.0408242 0.00418571 -0.0189938 -0.0111245 -0.039868 -0.0413842 0.0371349 0.0698006 -0.0422157 0.0463899 -0.053611 0.0725857 -0.0345589 -0.0216126 leaf_count=19527 2080 2122 1497 2646 1294 917 411 424 108 354 276 257 260 116 109 114 138 706 116 199 1646 1089 171 659 500 331 124 247 138 430 internal_value=0 -0.224302 0.200406 -0.024401 0.253574 0.311261 0.0664614 -0.0116984 -0.085417 0.361525 0.386803 0.411729 0.460973 -0.223846 -0.137685 0.482238 0.502278 -0.395137 0.407298 0.51732 -0.168798 -0.104699 -0.186851 0.535769 -0.032313 0.0257353 0.321848 0.474016 0.0988018 0.00359187 internal_count=39006 29859 9147 9626 7650 6240 6980 6453 6029 5014 4660 4384 3697 1410 5921 3437 3323 20233 527 3185 5812 4166 1226 2986 3077 2577 455 2327 309 687 Tree=189 num_leaves=31 split_feature=16 6 13 36 76 57 66 52 77 85 59 65 15 78 35 8 57 41 78 24 14 23 63 65 89 79 21 18 35 91 split_gain=76.5789 30.7115 19.5288 21.5633 19.004 14.9025 14.5127 14.5824 13.4413 11.1663 11.2298 12.8771 15.0118 11.4726 10.1782 9.27016 9.08118 8.94178 8.9318 8.2844 6.53484 6.5135 6.2758 6.2405 6.05309 6.17532 5.07806 5.01202 4.88266 4.76757 threshold=0.5 0.5 0.5 0.5 0.5 0.5 12.5 2.5 3.5 4.5 2.5 2.5 1.5 0.5 4.5 0.5 0.5 0.5 1.5 1.5 1.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 7.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 24 8 7 14 9 10 11 12 13 19 29 -8 17 18 21 20 27 -3 -13 -15 25 -5 -23 28 -2 -1 right_child=5 16 -4 4 -6 -7 15 -9 -10 -11 -12 22 -14 23 -16 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 28 21 2 25 4 5 15 7 8 9 10 22 12 23 14 15 16 17 18 19 20 26 22 23 24 25 26 27 28 29 leaf_value=-0.0374161 0.0226407 -0.0230472 -0.0439981 0.0128257 0.0832554 -0.0270234 0.0726627 0.0342572 0.0524822 -0.0454 -0.0305486 0.0742149 -0.0284146 0.0619022 0.0263532 -0.0433021 -0.0289163 -0.0201873 0.0962362 -0.0312374 -0.0472495 0.0491707 0.0106006 0.00209174 -0.0376124 -0.0391034 -0.0132201 -0.0370963 -0.0289472 0.0297574 leaf_count=13340 1161 271 13923 1168 124 1419 135 239 206 337 761 250 865 263 233 107 687 504 103 397 171 437 153 122 715 420 164 100 116 115 internal_value=0 -0.299438 -0.333467 -0.254222 0.0303265 0.0344185 -0.311344 -0.331037 0.0863179 0.0482557 0.0782584 0.120109 0.0698999 0.145452 -0.351209 0.355661 0.0566064 0.175376 0.319382 0.0675828 0.126248 0.202768 0.526892 0.463999 -0.0764797 0.0267257 0.351868 0.160149 0.19112 -0.3671 internal_count=39006 32685 30519 16596 2427 6321 14169 13927 4902 4696 4359 3598 3195 2330 13688 242 2166 1479 975 1945 1548 872 403 385 2303 1588 601 1377 1277 13455 Tree=190 num_leaves=31 split_feature=56 10 16 32 41 40 74 77 47 63 59 14 54 0 24 35 47 33 41 66 24 14 55 70 31 63 85 69 85 61 split_gain=112.424 95.9638 67.6583 53.3181 32.7719 31.3726 30.2082 28.0206 21.0609 20.6772 20.6225 19.6716 18.5069 17.9898 17.1251 16.0778 16.051 22.1684 14.873 14.1291 14.0668 12.9702 12.4129 13.9982 12.2498 11.7853 11.4082 11.0932 10.845 10.4776 threshold=0.5 3.5 1.5 0.5 1.5 0.5 3.5 0.5 0.5 5.5 0.5 0.5 0.5 2.5 1.5 2.5 2.5 5.5 1.5 0.5 3.5 2.5 1.5 0.5 0.5 4.5 8.5 1.5 0.5 8.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 16 7 8 10 20 11 14 15 29 -1 22 17 18 26 -13 21 -2 23 24 -10 -26 27 -5 -9 -7 right_child=9 -3 -4 5 -6 13 -8 28 12 -11 -12 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=14 21 1 2 27 4 29 6 28 24 9 10 19 12 13 14 15 16 17 18 19 20 21 22 23 25 25 26 27 28 29 leaf_value=-0.0100355 -0.0434459 -0.0483431 -0.040961 0.0362866 -0.0263731 0.0168824 -0.0483626 -0.0449638 0.0374509 0.0343573 -0.0303672 0.0142 -0.00784005 -0.0423272 0.0170463 -0.0359552 0.0434597 -0.0471554 -0.00314773 0.0435816 0.0093612 0.0199202 -0.0209719 0.00574359 0.00515386 0.0318476 -0.0157313 0.0193376 -0.000250714 -0.0461625 leaf_count=2175 5317 3945 1598 4024 1471 1812 912 914 3158 188 705 1138 752 344 1044 331 2421 418 491 594 264 113 153 828 973 839 129 1232 534 189 internal_value=0 0.171334 0.18744 0.200199 0.127303 0.28431 0.145293 0.156078 0.174611 -0.273844 0.0921405 0.121504 0.236065 0.0912347 0.0262936 0.26078 0.324556 0.280897 0.293214 0.246584 -0.329201 -0.389124 0.27252 0.2844 0.313567 0.206293 0.312678 0.32361 -0.189221 0.141442 internal_count=39006 33124 29179 27581 16521 11060 15050 14138 12690 5882 5656 4951 7034 2345 3219 6282 8715 6294 5876 1732 5694 5430 5951 5798 4970 1812 5385 5256 1448 2001 Tree=191 num_leaves=31 split_feature=59 24 85 91 14 13 59 16 71 46 33 69 31 66 14 47 13 23 47 29 0 87 75 33 36 66 69 41 76 25 split_gain=95.7427 58.1738 38.8758 36.1663 36.0499 24.524 23.8202 23.8078 18.7867 17.957 15.6096 16.4867 15.232 25.1007 30.7427 14.5114 13.4769 11.8139 22.1398 15.535 14.4121 11.5499 11.0953 13.1783 10.5849 10.3944 9.67112 9.28931 9.18096 8.65034 threshold=0.5 0.5 0.5 1.5 0.5 3.5 1.5 1.5 0.5 1.5 1.5 1.5 5.5 1.5 0.5 0.5 1.5 1.5 4.5 0.5 0.5 1.5 0.5 3.5 1.5 2.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 7 5 -1 8 9 -2 10 11 12 13 17 16 29 -15 18 19 20 24 -19 23 -4 27 -10 -5 -3 -13 -6 right_child=6 3 22 26 15 -7 -8 -9 25 -11 -12 28 -14 14 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=5 8 27 23 26 29 5 6 7 25 9 10 28 12 16 14 15 16 21 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0435063 -0.0275251 0.0241995 0.0103403 -0.0461863 0.0236316 0.0442399 -0.0470629 -0.0359676 0.0259324 -0.0440683 -0.0133644 0.0348121 0.030499 -0.0354026 0.0229288 -0.0288843 -0.000607597 -0.0188672 0.0722258 0.07914 -0.00953575 0.0195282 -0.0172845 0.0533798 0.0753518 -0.0209232 0.00728494 -0.000375717 -0.0103301 -0.0371253 leaf_count=6848 3454 3130 1716 942 1097 136 4787 742 960 429 737 2561 1539 1499 1246 746 1143 711 346 142 645 517 728 205 104 625 269 593 186 223 internal_value=0 0.09987 -0.0678246 0.156556 -0.210267 -0.377003 -0.254386 0.173674 -0.127998 0.183795 0.190439 0.201686 0.168999 0.134678 -0.0209923 0.0424221 -0.186717 0.196555 0.232501 0.203313 0.185241 0.0202982 0.108705 0.165784 0.221459 0.103942 -0.305403 0.20562 0.32355 0.171209 internal_count=39006 29180 11699 17481 9050 6984 9826 16270 5039 15528 15099 14362 11615 10076 3888 2066 2642 6188 4960 4614 4472 1228 2649 1921 3827 1585 1211 3723 2747 1320 Tree=192 num_leaves=31 split_feature=23 87 8 24 25 41 78 14 25 61 2 87 85 47 24 14 59 15 66 47 61 55 41 14 47 91 87 32 14 53 split_gain=73.6915 53.2893 37.8476 29.3025 25.6773 19.0613 18.2232 19.3432 16.7629 16.2455 14.0647 13.836 11.9719 11.8656 13.2959 12.2795 11.4781 9.59781 8.45867 7.90145 7.75528 7.69079 7.27207 7.46674 9.23132 7.26482 7.59849 7.42881 7.01524 8.14214 threshold=2.5 0.5 0.5 2.5 0.5 2.5 2.5 1.5 0.5 1.5 2.5 3.5 0.5 4.5 5.5 2.5 0.5 0.5 0.5 4.5 1.5 0.5 1.5 0.5 0.5 0.5 2.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 6 5 9 7 12 19 13 28 -2 -1 14 15 25 -9 -16 21 20 22 -14 23 -5 -25 26 -3 -27 29 -6 right_child=11 2 -4 8 10 -7 -8 16 -10 -11 -12 -13 18 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_parent=12 11 26 2 23 29 5 6 16 8 9 10 11 21 13 17 15 16 17 18 19 20 21 22 24 24 27 26 27 28 29 leaf_value=-0.0422972 -0.0441771 -0.0119663 -0.0347475 -0.010518 0.054336 0.0858925 0.0580961 -0.0139908 0.0389698 -0.0271395 -0.0486258 -0.00366388 -0.0118128 -0.0269072 0.074891 0.0479531 0.0416075 0.0069982 -0.0354639 -0.050254 -0.0283043 0.0480457 0.0558034 -0.00453238 0.0727244 0.0780928 0.0139786 0.00549869 0.0757189 0.000819677 leaf_count=9266 11517 1843 1715 1168 309 153 208 1963 349 1166 247 671 949 845 214 374 244 192 1633 420 800 173 104 205 196 157 1261 209 209 246 internal_value=0 -0.0730973 0.0783538 -0.187173 0.145426 0.0715216 -0.265941 -0.282728 0.0242789 0.0452267 0.448915 -0.399096 -0.350543 0.10282 0.145149 0.090216 -0.0557924 0.502803 -0.179738 -0.0717918 -0.0232754 -0.0119068 0.0645803 0.00654491 0.300684 0.0364495 -0.00553506 0.372147 0.516 0.376953 internal_count=39006 26818 9140 17678 7425 6414 14436 14228 3242 6261 1011 12188 12021 5095 4250 3844 2207 406 2755 2893 2473 1122 1673 1569 401 3470 3104 366 764 555 Tree=193 num_leaves=31 split_feature=33 85 34 33 23 53 74 24 23 66 33 70 66 33 15 31 14 47 24 23 56 8 63 70 47 53 32 47 8 15 split_gain=483.33 28.3593 11.556 11.2478 6.60484 6.57855 5.60129 5.59256 6.94985 4.53918 2.12988 1.1303 1.55633 0.901398 0.732115 0.924663 1.14704 1.40438 0.865953 1.3102 0.304509 0.181086 0.77365 0.175767 0.707887 0.0924664 0.167218 0.081324 0.076993 0.0690548 threshold=3.5 0.5 0.5 1.5 5.5 0.5 0.5 1.5 1.5 3.5 5.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 8.5 4.5 0.5 1.5 0.5 1.5 5.5 11.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 4 13 10 6 7 8 -5 -3 -2 -7 -13 21 15 16 18 -18 19 -15 23 -1 -23 24 29 26 -16 -24 -17 -12 right_child=1 9 -4 5 -6 11 -8 -9 -10 -11 20 12 -14 14 25 28 17 -19 -20 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 10 9 2 8 4 11 6 7 8 9 29 12 12 19 26 28 17 17 18 19 20 22 27 23 24 25 26 27 28 29 leaf_value=-0.0510712 0.0435902 0.00578375 -0.00259371 0.052434 0.0136549 -0.0521373 -0.0550173 -0.0393761 -0.0186083 -0.0496046 0.0643209 0.00157616 -0.0517345 -0.0173568 -0.0493769 -0.0521313 -0.0391873 0.00538988 -0.0520914 -0.0524657 0.055254 -0.0258482 -0.0516738 0.0686312 0.0526223 -0.0509263 -0.0358737 -0.0425141 -0.043153 0.0685668 leaf_count=27466 162 197 130 156 102 980 194 163 193 180 826 149 201 226 521 787 171 146 574 277 120 190 1175 184 154 2656 193 214 197 122 internal_value=0 0.485223 0.550734 -0.478772 0.58354 -0.234159 -0.0564515 0.0633193 0.223825 -0.157956 0.609106 -0.447265 -0.254175 -0.498862 -0.453401 -0.406392 -0.351723 -0.178039 -0.411268 -0.315649 0.6316 -0.508237 -0.466514 0.63956 0.631008 -0.496472 -0.458162 -0.504385 -0.504224 0.649187 internal_count=39006 2177 1800 36829 1670 2036 706 512 349 377 1568 1330 350 34793 5748 2378 1394 317 1077 503 1406 29045 1579 1286 1102 3370 714 1389 984 948 Tree=194 num_leaves=31 split_feature=10 59 41 13 59 14 45 41 56 10 66 6 61 14 38 57 87 8 77 33 37 44 63 87 75 56 66 41 56 13 split_gain=338.935 381.769 131.052 46.0752 32.3035 29.4295 27.4253 20.2771 19.6643 19.0605 18.3315 16.7708 14.7465 14.7445 13.1615 10.7274 10.8182 9.79341 10.2295 10.9285 10.6927 9.64464 9.2885 10.7049 8.97753 8.96395 8.41656 8.36346 8.10624 7.84147 threshold=4.5 1.5 0.5 2.5 7.5 2.5 2.5 2.5 0.5 2.5 1.5 1.5 1.5 2.5 3.5 1.5 0.5 9.5 0.5 2.5 1.5 0.5 2.5 2.5 4.5 0.5 3.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 6 5 11 7 8 12 9 14 -11 13 17 15 29 16 25 18 19 20 22 -16 23 28 -2 27 -5 -3 -4 -1 right_child=24 4 3 26 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 24 27 28 26 4 5 6 7 8 10 10 11 12 13 21 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0351278 0.0595225 0.00125216 0.0292911 -0.0472785 0.0584487 -0.0449083 0.0560859 0.0411498 -0.00792313 0.0640868 -0.0487818 -0.0348397 -0.0130366 -0.0432599 -0.0257502 -0.0262613 0.0134521 -0.0539776 -0.0194444 -0.0443054 -0.0142775 0.091961 0.0961136 -0.0491348 -0.00899843 0.0623597 0.00272621 0.0454982 0.0694084 -0.0498723 leaf_count=13732 4238 270 836 1673 2272 649 150 884 1820 117 182 188 1186 114 168 148 444 143 291 149 252 177 110 105 114 499 332 394 178 7191 internal_value=0 0.0204498 -0.162749 0.0961602 0.453565 0.178161 -0.312449 0.222884 -0.327106 -0.364756 0.189692 0.281044 0.113103 0.324223 -0.383549 0.35796 0.38923 0.210952 0.240497 0.295859 0.335105 0.297428 0.397632 0.345542 0.585468 0.469931 -0.357426 0.323974 0.389701 -0.394473 internal_count=39006 34654 30325 6788 4329 4783 23537 4134 23387 21567 299 2057 3250 1869 21268 1755 1607 2064 1921 1630 1481 345 1229 1119 4352 1163 2005 664 1014 20923 Tree=195 num_leaves=31 split_feature=38 49 55 22 44 75 91 91 49 89 16 37 35 31 80 66 48 15 31 8 66 71 52 85 78 53 14 21 14 13 split_gain=144.637 46.8632 42.6266 21.5155 13.8389 12.5369 11.5212 10.0663 9.10963 8.98266 8.81378 9.38929 8.62019 9.40747 7.25443 7.85708 6.92582 7.15499 6.8224 8.40093 8.30937 6.52295 6.86249 8.55176 7.45173 6.38581 5.94565 5.82016 5.5978 5.51172 threshold=1.5 0.5 2.5 1.5 2.5 5.5 0.5 0.5 3.5 3.5 0.5 0.5 1.5 2.5 0.5 0.5 0.5 1.5 1.5 2.5 3.5 2.5 0.5 4.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 5 6 9 10 21 18 14 -12 13 25 26 -16 17 -4 20 -20 28 22 23 24 27 -13 -1 -3 -2 -26 right_child=4 8 16 -5 -6 -7 -8 -9 -10 -11 11 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_parent=26 28 27 17 3 4 5 6 7 8 9 11 25 12 13 15 15 16 17 19 19 20 21 22 23 29 25 26 27 28 29 leaf_value=-0.03094 0.0458773 0.00128592 0.0195901 0.0184457 0.0579819 -0.0356342 -0.0218787 -0.0475295 0.0256293 -0.02939 -0.0262164 0.061285 -0.0389606 0.110106 0.0469177 -0.0318613 -0.037827 0.0767624 0.0554087 -0.00245225 -0.0195039 -0.0418079 -0.0238977 0.0374055 0.00957944 -0.0196598 -0.0440278 -0.0307968 -0.00766926 0.0880058 leaf_count=13894 298 1213 300 482 314 201 249 7395 389 185 2245 152 266 107 240 382 124 135 499 111 202 364 852 276 197 319 6694 716 104 101 internal_value=0 -0.23838 -0.298672 -0.328384 0.297372 0.215339 0.262719 -0.345522 0.00274385 0.3187 -0.312776 -0.141787 0.15819 0.369524 -0.340027 0.0299894 0.257686 0.34099 0.356995 0.473654 0.194717 -0.0529763 -0.0191793 0.04535 -0.0242071 0.130191 -0.352044 -0.0826805 0.336167 0.388607 internal_count=39006 36843 32735 32176 2163 1849 1648 31694 4108 1399 24299 3089 844 578 21210 622 559 435 1214 610 604 3719 3355 2503 2227 471 20588 1929 402 298 Tree=196 num_leaves=31 split_feature=89 46 74 77 34 68 18 57 70 10 85 59 70 38 10 59 59 85 83 9 24 77 24 35 57 85 10 13 47 14 split_gain=226.107 130.299 117.55 61.181 46.1486 37.5812 32.2859 24.0496 24.2763 20.5128 21.3677 22.3988 20.4521 20.1646 19.3547 16.5411 16.4639 16.2712 14.1629 13.7647 15.187 12.504 12.5036 12.4959 10.8822 10.8804 11.3628 10.8027 10.7238 10.0707 threshold=0.5 0.5 5.5 0.5 9.5 3.5 1.5 2.5 1.5 5.5 2.5 4.5 3.5 6.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 3.5 1.5 0.5 1.5 1.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 9 7 8 18 10 11 13 15 19 -9 21 17 -5 27 20 -2 25 -8 -4 -22 26 -3 29 -10 -1 right_child=5 12 23 16 -6 -7 22 14 28 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 20 26 23 17 4 5 22 14 28 9 10 11 12 13 14 15 16 17 18 19 24 21 22 23 24 25 26 27 28 29 leaf_value=-0.028501 0.0438582 0.0335227 0.0542257 0.0411367 0.0608504 0.0573754 0.0688471 0.0848 0.022705 -0.0335053 -0.0175716 -0.0326447 0.0618695 -0.0459131 -0.0363022 -0.0244513 -0.0236425 -0.012796 0.0340756 0.068417 0.00214328 0.0473082 -0.0256552 -0.0166073 0.0578404 -0.0151272 -0.0251764 -0.0494956 -0.0441521 -0.0464358 leaf_count=11475 1290 752 584 690 147 1417 157 109 597 476 434 337 344 116 398 455 556 421 265 334 792 464 166 111 102 457 282 9177 292 5809 internal_value=0 -0.089497 -0.181293 -0.240423 -0.297332 0.357243 -0.318117 -0.337343 -0.352942 0.249275 0.282 0.327956 0.280469 0.365033 0.323763 0.201188 0.141288 0.26057 -0.378418 0.393038 0.337081 0.261252 0.382742 0.465416 0.12596 0.152843 0.252176 -0.387589 0.0652995 -0.34014 internal_count=39006 33708 30954 30259 28592 5298 28445 28122 27615 3881 3405 2971 2754 2634 507 2410 1667 1111 26726 2518 2184 1955 323 695 894 1491 1034 26461 889 17284 Tree=197 num_leaves=31 split_feature=61 66 14 63 61 66 35 31 90 52 37 23 13 33 59 74 74 13 19 76 90 0 75 52 15 40 70 8 13 66 split_gain=171.115 92.1189 46.5877 42.8179 34.4663 38.6808 26.1462 20.9776 16.9674 16.0717 13.6299 13.3712 17.9845 12.5425 12.5017 12.2957 15.23 11.9342 13.7884 10.8719 10.5543 10.3858 9.22 8.61857 8.4552 8.4304 7.27251 6.94696 6.88398 9.77975 threshold=1.5 2.5 2.5 2.5 5.5 1.5 3.5 3.5 5.5 1.5 3.5 2.5 1.5 3.5 7.5 2.5 6.5 4.5 0.5 0.5 1.5 2.5 1.5 2.5 1.5 0.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 20 4 6 5 21 8 13 9 11 26 12 15 14 17 25 -17 18 -7 -13 23 24 -8 28 -2 -3 -6 -5 29 -1 right_child=2 3 -4 27 10 7 22 -9 -10 -11 -12 19 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 24 25 2 27 26 18 22 7 8 9 10 19 12 13 14 16 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0399516 -0.00541451 -0.00499595 -0.0382874 -0.0134751 0.0536751 0.0484862 0.0432279 -0.0263751 0.0577362 0.0378797 -0.0212016 -0.0312114 -0.044567 -0.0359034 -0.0539254 0.104704 -0.0304707 -0.0327595 0.0118307 0.0431377 0.0318618 0.0485479 -0.00899671 0.0154313 -0.0420952 0.0372209 0.0282451 -0.0508269 -0.0484333 -0.0107165 leaf_count=9041 1160 1388 1480 507 981 1439 519 533 106 338 141 2879 806 240 179 103 134 238 651 211 157 111 185 131 1643 327 391 2153 9365 1469 internal_value=0 -0.218196 0.186882 -0.0243649 0.235797 0.119034 0.0628412 0.246374 -0.0241827 -0.0590409 0.427539 -0.107033 0.0186441 0.306592 0.337442 0.120591 0.640812 0.361871 0.39235 -0.261384 -0.38963 -0.198437 0.34712 -0.39976 -0.253877 0.0447229 0.464115 -0.40173 -0.410485 -0.344968 internal_count=39006 29819 9187 9656 7707 6194 6996 3280 6292 6186 1513 5848 2758 2747 2507 1952 237 2328 2090 3090 20163 2914 704 20006 2803 1715 1372 2660 19875 10510 Tree=198 num_leaves=31 split_feature=16 6 52 36 83 42 7 75 38 35 16 13 89 67 87 79 24 73 44 14 58 33 39 42 68 6 41 41 7 40 split_gain=72.9386 28.2212 21.6787 20.3966 18.422 17.6858 17.1372 16.4447 14.3382 11.3909 9.88524 9.75688 10.5048 9.22393 8.70708 9.59064 8.61192 8.07962 7.52535 7.42074 6.54376 6.43547 6.41825 6.41548 6.26513 8.93012 6.64603 6.20458 6.15132 8.41984 threshold=0.5 0.5 2.5 0.5 0.5 0.5 0.5 2.5 0.5 4.5 4.5 0.5 0.5 0.5 0.5 0.5 4.5 1.5 0.5 0.5 9.5 5.5 0.5 0.5 5.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 11 6 -2 9 -9 22 17 12 19 -12 15 18 -4 20 27 21 24 23 -1 28 25 26 -8 -3 -5 -30 right_child=5 14 16 4 -6 -7 10 8 -10 -11 13 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=22 6 27 16 28 4 5 26 8 8 9 13 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 29 29 leaf_value=-0.0353693 -0.0080037 0.0527067 0.0407917 0.00969459 0.0742796 -0.0428111 0.0235057 -0.0252002 0.0855455 0.0102892 0.0263264 -0.0415213 -0.0456423 0.0910172 -0.0328918 -0.0230516 -0.0370708 -0.0329113 -0.0326819 -0.0404255 -0.0538751 -0.0516758 -0.0475862 -0.0388419 -0.0467098 0.0621421 -0.0162051 -0.0040848 0.0856458 -0.00787194 leaf_count=12111 2854 623 405 473 100 863 976 327 120 425 248 1592 732 112 562 596 269 288 162 332 110 205 12847 142 164 245 463 251 280 129 internal_value=0 -0.290067 -0.323941 -0.342381 -0.110865 0.037886 0.078245 -0.383568 0.189222 -0.399378 0.203352 -0.177663 -0.0405779 0.488568 0.0524743 0.156779 0.207245 0.131649 0.300859 0.0923896 0.177047 0.196186 -0.412212 0.271996 0.203046 0.2306 0.160487 0.396567 0.362258 0.607129 internal_count=39006 32683 30489 29815 3985 6323 5460 25830 447 25383 2606 3885 2293 360 2194 1632 674 2246 1036 1561 1958 1229 24958 1024 1848 1684 1439 874 882 409 Tree=199 num_leaves=31 split_feature=56 13 14 85 24 66 58 63 63 38 55 67 78 33 41 33 66 0 28 14 0 26 23 71 16 67 24 63 71 39 split_gain=104.013 68.9407 78.2846 65.937 36.0662 23.6258 21.581 21.2505 19.4873 18.8052 17.3814 16.19 15.9713 16.6942 15.864 15.3819 15.297 16.678 16.8542 15.1675 14.9351 14.0385 13.7105 13.2454 12.8421 12.0043 11.9142 11.3394 11.2027 10.9396 threshold=0.5 1.5 0.5 0.5 1.5 0.5 2.5 7.5 3.5 2.5 7.5 1.5 1.5 0.5 0.5 5.5 0.5 1.5 0.5 2.5 2.5 0.5 10.5 2.5 1.5 0.5 3.5 0.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 8 21 14 19 23 10 12 20 13 16 15 24 -3 27 -19 26 22 -4 -7 29 -5 -6 -2 -18 -29 -1 right_child=7 9 5 6 25 11 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=29 26 16 21 24 25 22 6 7 8 9 10 11 12 13 14 15 27 18 18 19 20 21 22 23 24 25 26 28 28 29 leaf_value=-0.0418842 -0.0437881 0.0178152 0.0115243 0.016372 0.0245667 0.0327748 -0.0548906 0.0421472 0.0218674 -0.0425224 -0.0444767 -0.0404068 -0.0152574 0.0422637 -0.0123898 0.0778643 0.0400662 0.0219836 -0.0452712 0.0242199 -0.041467 -0.0339936 -0.037279 0.0440716 -0.051377 -0.0429846 0.00259607 0.0142775 0.0537717 0.00239458 leaf_count=9354 5337 3727 2079 3305 732 3683 418 140 222 268 136 193 354 1652 1114 115 2580 332 154 139 190 402 141 102 247 252 249 917 206 266 internal_value=0 0.160593 0.0789595 -0.0448616 -0.232406 0.209991 0.0968585 -0.276586 -0.322161 0.253986 0.26055 0.284343 0.26645 0.275651 0.120509 0.168127 0.247631 0.3123 0.0246535 -0.329157 0.299878 0.0744478 0.313997 -0.363954 0.146042 0.143919 -0.378454 0.345183 0.216017 -0.384522 internal_count=39006 33141 22815 16127 10928 6688 5199 5865 9944 10326 10058 4207 9922 9568 4781 3667 7916 4189 486 5725 4014 2481 3824 9722 3552 984 5586 3703 1123 9620 Tree=200 num_leaves=31 split_feature=25 39 14 85 33 8 42 63 23 29 87 42 70 84 13 63 59 14 66 13 39 66 20 25 85 69 35 13 39 58 split_gain=90.7784 56.7302 61.0865 83.5211 29.2047 28.9308 23.6964 33.7897 19.6959 17.6073 17.4172 16.9352 16.8542 16.627 13.7579 12.4354 11.9503 9.60192 16.1484 9.43036 9.36246 8.5532 8.18298 8.10317 7.704 7.42629 9.50262 9.09621 7.10673 7.0304 threshold=0.5 1.5 0.5 0.5 0.5 8.5 0.5 4.5 1.5 0.5 2.5 1.5 0.5 3.5 2.5 13.5 0.5 1.5 2.5 12.5 1.5 0.5 1.5 1.5 9.5 0.5 0.5 9.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 8 14 7 10 9 17 21 20 -9 15 -1 16 24 18 22 -6 -2 28 25 -22 29 26 27 -3 -5 -4 right_child=11 4 13 6 19 -7 -8 12 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=14 20 27 29 28 19 5 6 12 8 9 10 11 12 13 14 15 16 17 18 19 23 21 22 23 24 25 26 27 28 29 leaf_value=-0.0438129 -0.0427164 0.0107811 0.0137065 -0.0241444 -0.00735309 0.0421556 0.0264372 0.00235806 0.00804433 0.0903883 0.0178824 0.00805299 0.0493089 0.0446882 0.00371918 0.0459204 -0.0259194 0.0443533 -0.0120698 0.0533243 0.000260231 -0.0325321 0.0750781 -0.043314 0.049536 0.0374232 0.0444851 0.0455936 0.0136142 -0.0175131 leaf_count=9154 6206 1740 3623 504 1845 101 1082 452 2188 136 390 603 341 543 459 278 740 1001 612 111 677 2691 114 570 152 1283 425 255 324 406 internal_value=0 0.0995531 0.0184585 -0.0878825 0.211662 -0.347547 0.0604949 -0.023759 0.257231 0.307689 -0.149512 -0.277504 0.251515 0.177107 -0.395267 0.134691 0.104172 0.290496 0.252916 -0.0330305 -0.344004 -0.228683 0.285161 -0.156325 0.132828 0.270918 0.210882 0.157247 -0.0647366 0.112852 internal_count=39006 30950 21240 15498 9710 9714 5784 4702 7754 5566 3909 8056 793 5742 9613 5199 4921 5430 4429 1956 7453 3519 3817 1247 4181 3703 2420 1995 828 4029 Tree=201 num_leaves=31 split_feature=23 87 8 39 14 25 41 87 66 41 61 15 24 42 14 53 59 85 52 85 66 25 85 85 14 53 61 32 61 13 split_gain=72.9571 58.911 38.2161 26.093 27.4616 22.2688 19.999 15.7079 15.0228 13.8465 13.8161 13.4728 19.903 12.8439 12.3397 15.5303 9.77827 10.9522 9.38393 9.24916 8.88646 8.50357 8.01315 7.82057 7.80635 6.57475 6.17356 6.031 5.91634 5.89151 threshold=2.5 0.5 0.5 0.5 5.5 0.5 0.5 2.5 1.5 2.5 0.5 0.5 5.5 2.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 5.5 17.5 2.5 1.5 0.5 3.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 5 4 13 9 10 -2 16 11 21 12 18 -1 15 -7 28 -18 20 -20 29 -5 -14 -9 26 -23 -13 -6 -8 -3 right_child=7 2 -4 6 27 14 8 23 -10 -11 -12 24 22 -15 -16 -17 17 -19 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=13 7 29 2 21 27 15 28 23 8 9 10 26 22 13 14 15 17 17 19 19 20 25 22 23 24 25 26 27 28 29 leaf_value=-0.0401223 -0.0445665 0.0220256 -0.0336457 -0.00872954 0.0428777 0.0500682 0.0239403 -0.026575 -0.0262201 0.0730207 -0.0314879 -0.00420892 0.0778958 0.025597 0.0749293 -0.018633 0.0207236 0.10837 0.0910078 0.0168681 -0.0205619 0.0555321 0.0104113 0.0253048 0.0417487 -0.0310881 -0.0355946 -0.027274 -0.0389099 -0.0122522 leaf_count=9213 11222 972 1734 2750 278 327 759 660 713 166 2888 1694 327 186 231 476 273 109 149 357 1130 145 128 292 195 150 808 103 133 438 internal_value=0 -0.0591421 0.0995777 -0.181348 -0.314274 0.165914 -0.0669535 -0.390434 0.170066 0.0959094 -0.158442 0.0720693 0.170635 -0.372933 0.443309 0.268792 0.305373 0.653817 0.08458 0.398049 0.0179333 -0.0257183 0.599489 -0.0562255 -0.0828185 0.357886 -0.128283 0.275568 0.161916 0.125248 internal_count=39006 26832 9132 17700 9780 7398 7920 12174 1987 6364 5933 6198 3501 9399 1034 803 1274 382 3046 506 2540 3045 455 952 2697 295 2502 381 892 1410 Tree=202 num_leaves=31 split_feature=33 82 42 33 33 15 66 59 15 33 53 24 23 82 53 14 14 63 13 32 8 63 32 53 23 14 32 71 8 33 split_gain=445.783 28.1418 14.6349 13.2375 10.3364 4.75549 4.65553 4.09225 3.70921 1.95987 1.67495 1.90145 3.66902 1.58736 1.31918 0.48778 0.449067 0.533863 0.867402 0.302549 0.300034 1.29679 0.200547 0.243069 0.188265 0.16375 0.140114 0.0798962 0.0664385 0.0602687 threshold=3.5 0.5 0.5 2.5 5.5 0.5 4.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 2.5 2.5 4.5 8.5 4.5 1.5 0.5 3.5 0.5 1.5 0.5 0.5 11.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 4 9 5 -2 7 8 -5 20 11 12 -11 -3 22 24 26 18 -18 -12 -1 -22 23 25 -14 29 28 -23 -13 -6 right_child=1 13 -4 6 14 -7 -8 -9 -10 10 19 16 15 -15 -16 -17 17 -19 -20 -21 21 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 5 13 2 8 29 5 6 7 8 12 19 28 24 13 14 15 18 17 18 19 21 27 22 23 24 25 26 27 28 29 leaf_value=-0.0510526 0.0410851 -0.0164029 -0.00937972 0.0456064 0.059973 -0.0105075 -0.0541034 -0.0447921 -0.0211724 0.00270634 -0.0502163 -0.0524034 -0.039545 -0.0578286 0.0457282 -0.023094 -0.0162146 -0.051771 -0.0521052 -0.0329133 -0.0177144 -0.0515435 0.0683056 0.0552821 -0.0523294 0.0668277 -0.0407628 -0.0422806 -0.0445139 0.0630426 leaf_count=27493 124 115 146 103 355 110 157 113 114 208 4151 844 319 170 134 155 245 253 150 182 187 1203 161 138 314 244 243 192 204 479 internal_value=0 0.468196 0.519561 -0.477705 0.558655 0.214666 -0.0301899 0.1119 0.257573 -0.491383 -0.43247 -0.371192 -0.259742 -0.378129 0.611027 -0.400739 -0.447783 -0.366617 -0.288018 -0.4939 -0.507235 -0.452107 0.628258 0.620085 -0.447966 0.629359 -0.48969 -0.50273 -0.509299 0.617072 internal_count=39006 2176 1891 36830 1745 234 487 330 217 36343 7268 2935 996 285 1511 788 1939 648 395 4333 29075 1582 1377 1216 633 1078 1291 1395 1048 834 Tree=203 num_leaves=31 split_feature=25 60 59 39 41 26 14 34 2 59 86 41 46 66 60 39 56 13 14 23 59 42 41 16 73 37 75 15 85 26 split_gain=279.502 152.882 117.503 59.0153 41.0307 46.3697 28.6126 24.2565 28.2178 32.9399 18.6747 18.6674 17.2026 15.5106 13.3878 12.9577 11.8841 11.5629 10.9867 12.7268 10.5471 9.50283 9.90927 9.41611 8.92007 8.71583 8.1675 7.89242 7.743 7.21362 threshold=0.5 0.5 2.5 1.5 0.5 0.5 5.5 17.5 1.5 3.5 3.5 2.5 1.5 2.5 0.5 2.5 0.5 1.5 1.5 1.5 7.5 2.5 0.5 1.5 0.5 0.5 2.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 16 7 8 9 11 12 14 17 28 15 21 24 18 19 -6 26 22 -2 -5 -1 -18 27 -4 -7 -3 right_child=6 29 20 23 10 13 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 22 29 27 23 19 28 6 7 8 9 10 11 12 13 14 15 25 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0326664 -0.000941242 0.0310983 0.0424167 -0.045959 0.0310729 0.0489324 -0.0480061 -0.0451901 0.0574528 0.0525601 0.0670887 0.0447453 0.0603315 -0.0357566 0.0469587 -0.038744 0.00897994 -0.0303079 -0.0415213 -0.00560863 0.0552665 -0.05562 0.0299263 0.0242891 -0.0070638 -0.0357143 -0.0374565 -0.0109164 -0.0242375 0.0631464 leaf_count=11529 966 480 308 9147 785 578 332 168 2756 1710 171 626 197 306 301 473 889 749 331 1010 612 120 639 205 1695 544 107 111 155 1006 internal_value=0 -0.0382568 -0.109295 -0.179936 -0.0999263 -0.187195 0.404886 0.418685 0.430762 0.344505 0.116227 0.21661 0.0624091 0.281837 0.119594 0.0544159 -0.250997 0.00664049 0.0788562 0.1319 0.40436 0.11369 0.146209 -0.439033 -0.291482 -0.0357866 0.22271 0.300418 0.412578 0.555279 internal_count=39006 30915 29429 28291 18939 15696 8091 7759 7591 4835 3243 3125 3072 1039 2499 2198 14657 2875 2126 1795 1138 1725 1605 9352 13224 1433 526 419 733 1486 Tree=204 num_leaves=31 split_feature=38 55 49 49 22 68 82 44 85 63 49 61 32 55 41 85 24 41 16 6 3 14 84 16 52 85 75 21 33 59 split_gain=141.992 44.0209 33.933 30.534 16.4615 14.8766 13.808 13.5092 15.2323 10.1486 9.65806 8.56453 7.22679 9.20487 7.05766 6.99178 9.14676 6.85924 6.60724 6.72143 6.42941 6.31155 7.31632 5.58405 5.53408 6.22047 5.51278 5.50772 5.44498 5.016 threshold=0.5 2.5 0.5 0.5 1.5 10.5 8.5 2.5 4.5 0.5 3.5 0.5 0.5 0.5 2.5 1.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 3.5 3.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 7 11 6 14 8 12 17 21 15 13 18 26 -1 23 -3 -2 -20 -15 22 -4 -17 25 -24 28 -6 29 -5 right_child=3 9 10 5 27 -7 -8 -9 -10 -11 -12 -13 -14 20 -16 16 -18 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=15 18 17 22 29 27 5 6 7 8 9 10 11 12 20 14 23 16 17 19 19 20 21 25 23 24 25 26 27 28 29 leaf_value=-0.0348729 -0.025052 0.0245617 -0.018629 0.0405139 0.0326821 -0.0493568 0.102937 0.0526171 0.0642677 -0.0239917 0.0265956 -0.044124 -0.0349335 0.0661712 -0.0154305 -0.00719312 -0.0355059 0.0768875 -0.00284967 0.0737493 -0.0211867 -0.0397603 0.00752348 0.0546363 -0.0237708 0.0605298 -0.00152068 -0.0340742 0.0558017 0.0107864 leaf_count=13957 1311 260 1641 572 283 193 107 106 119 198 270 12044 1078 179 108 1407 1827 157 441 108 121 526 530 144 271 126 148 121 408 245 internal_value=0 -0.258287 -0.287794 0.189293 -0.342267 0.348339 0.381531 -0.0122898 -0.0720215 0.280036 -0.0506971 -0.357768 -0.128393 -0.0350558 0.339916 -0.308245 -0.175432 0.415568 -0.120562 0.12619 0.401906 -0.112834 -0.0588204 -0.00780649 0.107589 0.214718 0.36959 0.154798 0.401146 0.318421 internal_count=39006 33762 33147 5244 29783 1781 1588 3463 3357 615 3364 29379 3238 2160 1481 17335 3378 417 1860 549 300 3094 2568 1551 927 656 1373 404 1225 817 Tree=205 num_leaves=31 split_feature=89 29 77 67 34 75 66 68 59 24 12 86 14 83 63 59 13 18 67 83 70 89 46 87 56 72 34 53 79 26 split_gain=204.126 127.433 109.092 77.1842 55.5627 49.8515 22.9688 20.3636 20.1324 20.4438 20.1084 18.6743 17.7414 17.3849 15.3572 14.479 13.5723 13.4264 14.3551 13.5102 13.2951 12.6962 12.1445 11.9563 13.1272 11.3464 10.3605 12.7937 9.71548 9.48883 threshold=1.5 0.5 0.5 0.5 9.5 2.5 7.5 2.5 2.5 2.5 9.5 0.5 2.5 0.5 4.5 7.5 1.5 1.5 8.5 0.5 1.5 4.5 2.5 0.5 0.5 2.5 6.5 2.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 8 13 9 17 11 14 16 20 -4 21 29 18 19 23 25 26 -13 24 -5 -1 27 -2 -15 -3 right_child=15 12 10 6 -6 -7 -8 -9 -10 -11 -12 22 -14 28 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 27 29 14 24 4 5 6 7 8 9 10 22 12 28 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0421737 0.0398504 0.0422997 0.0355944 0.0278141 0.0641296 0.0362101 -0.044908 0.0256247 -0.042287 -0.0314535 0.0811387 -0.0208956 -0.0456854 0.070971 -0.0432046 -0.0305229 -0.0111347 0.0813632 0.0703437 0.0749984 -0.00527813 0.0567319 0.0381636 -0.0374658 -0.0275277 0.0294331 0.0810606 0.00156615 -0.0308103 -0.0190233 leaf_count=25135 940 1933 1353 1099 159 437 528 162 684 541 126 711 202 154 159 124 321 103 129 109 773 1398 112 309 243 172 101 379 176 234 internal_value=0 -0.0556365 -0.133969 -0.217535 -0.305679 -0.331907 0.0857547 -0.364906 0.15181 0.212349 0.234616 0.181356 0.32535 -0.380683 0.304266 0.438832 0.356496 0.286463 0.230972 0.157804 -0.393582 0.457583 -0.0721824 0.094355 0.172848 -0.413206 0.343289 0.298576 0.284407 0.397921 internal_count=39006 36064 33374 30913 27168 27009 3745 26572 3217 2533 2461 2335 2690 26410 1512 2942 2488 1992 1889 1760 26080 2818 823 1651 1342 25307 1420 1319 330 2167 Tree=206 num_leaves=31 split_feature=61 66 7 63 39 52 58 42 14 29 52 15 36 75 65 37 40 35 90 39 67 63 59 53 67 38 40 59 74 28 split_gain=160.543 122.241 58.3209 37.7695 29.5266 22.3354 19.8128 17.9486 17.5784 15.3903 17.3364 16.6126 13.3529 12.5103 12.3843 11.6458 11.2813 11.2215 10.2014 9.82617 10.3596 9.5723 9.55814 9.16885 8.78649 8.02761 9.04408 8.01134 7.97676 7.84084 threshold=4.5 1.5 1.5 0.5 2.5 2.5 5.5 0.5 5.5 0.5 1.5 0.5 0.5 0.5 1.5 4.5 1.5 0.5 1.5 7.5 6.5 4.5 0.5 1.5 2.5 0.5 0.5 3.5 3.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 5 3 4 9 16 24 12 15 10 17 -11 14 -13 27 19 18 -3 29 20 21 -2 23 -19 28 26 -14 -4 -5 -1 right_child=8 2 7 6 -6 -7 -8 -9 -10 11 -12 13 25 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 21 17 27 28 4 5 6 7 8 11 10 13 26 13 14 15 16 23 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0442543 0.0473869 -0.0147401 0.0492818 -0.0405367 -0.0479343 0.0240643 0.0366973 -0.0393094 -0.048592 -0.00509738 0.0479189 0.0870489 -0.00138278 0.00745899 -0.00192727 -0.0268156 0.00926468 0.0400112 0.0353699 -0.0363983 -0.0184025 -0.0150139 -0.0196876 -0.0235545 0.026566 -0.0324606 0.0553461 -0.0336558 0.00560986 0.0140859 leaf_count=19440 1640 3493 1064 5650 1330 209 100 375 303 498 273 230 404 139 238 145 407 552 146 103 107 103 526 184 222 271 166 112 311 265 internal_value=0 -0.153409 -0.00168114 -0.108479 0.023854 -0.380296 -0.298425 0.254949 0.354599 0.0901116 0.0214797 0.376663 0.299242 0.633566 0.393693 0.382329 -0.405573 -0.0385133 -0.422133 0.406849 0.424967 0.449712 0.146113 0.280688 -0.346685 0.0577038 0.185319 0.464964 -0.371628 -0.432069 internal_count=39006 36605 16138 13508 7225 20467 6283 2630 2401 5895 5028 867 2255 369 1414 2098 20258 4755 19851 1953 1850 1743 1262 736 6183 841 570 1176 5961 19705 Tree=207 num_leaves=31 split_feature=16 54 24 78 76 42 7 66 70 34 85 7 52 24 73 75 66 68 10 71 31 24 6 52 70 35 78 37 33 33 split_gain=69.012 30.7807 22.8074 27.0741 20.6396 16.931 14.4674 14.2423 10.617 9.73439 10.2072 8.97698 8.94873 8.03107 7.94029 8.98656 10.6876 7.22728 7.10899 6.91109 7.4163 6.61695 5.89331 6.69103 5.87431 5.84367 5.79657 5.5076 5.22794 5.98228 threshold=0.5 1.5 0.5 2.5 1.5 0.5 1.5 2.5 0.5 0.5 1.5 2.5 10.5 0.5 0.5 6.5 11.5 1.5 0.5 0.5 1.5 2.5 0.5 1.5 1.5 1.5 0.5 1.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 6 9 11 -8 10 14 22 24 -10 15 16 17 18 21 20 -3 26 23 -1 -4 -26 -2 28 29 -9 right_child=5 19 12 -5 -6 -7 8 27 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=23 26 20 24 3 4 5 8 29 13 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 25 25 26 27 28 29 leaf_value=-0.0398523 0.0152577 0.00556339 -0.0427429 0.0765779 0.0458691 -0.042146 0.00769721 -0.0051336 0.0679711 -0.0291341 -0.0261973 0.0496425 0.0319483 0.0198113 -0.0251614 0.0719571 0.0664614 -0.0487846 -0.0279102 -0.0154071 0.0577853 -0.0539773 -0.0037045 0.0402175 -0.0265409 0.0484037 0.0625797 -0.0466293 -0.0520841 0.035515 leaf_count=9222 884 650 16711 154 174 880 870 1797 272 1150 623 163 103 368 368 108 140 160 327 570 285 114 648 123 747 128 113 433 285 436 internal_value=0 -0.277053 -0.308519 -0.193874 -0.223079 0.0441998 0.0830576 -0.25537 0.268243 -0.00740228 0.0516858 -0.336473 -0.39981 0.464091 0.119445 0.173627 0.125863 0.0632638 0.109455 0.140379 0.283265 0.179299 -0.353492 -0.383499 -0.410065 -0.127225 0.220742 -0.0591815 -0.00750651 0.0363322 internal_count=39006 32629 31124 13435 13281 6377 5497 13107 1510 3987 2837 10156 17689 640 2214 1846 1738 1598 1438 1505 935 1111 9993 9345 17586 875 997 2951 2518 2233 Tree=208 num_leaves=31 split_feature=39 25 68 67 16 10 74 7 8 22 41 66 71 47 33 84 63 33 55 12 65 71 42 91 8 63 29 13 15 20 split_gain=90.203 81.3267 60.0318 43.5343 34.1772 32.4321 27.8032 20.9518 19.0468 18.7471 18.7071 17.7508 18.1372 16.7326 16.6993 15.0705 14.6801 14.0501 13.4738 13.3976 12.7574 11.6932 11.5385 11.3492 11.2479 11.0216 11.0082 10.9249 10.3047 21.9198 threshold=1.5 0.5 0.5 0.5 1.5 1.5 3.5 1.5 3.5 0.5 1.5 0.5 1.5 2.5 0.5 0.5 5.5 0.5 0.5 2.5 0.5 2.5 0.5 0.5 0.5 6.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 10 -5 13 11 14 15 17 18 23 21 20 -1 -15 26 -3 -9 -13 -14 -4 28 -19 29 -2 right_child=9 16 25 8 -6 -7 -8 22 -10 -11 -12 12 24 19 -16 -17 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=18 29 21 25 8 4 5 6 22 8 9 10 23 24 19 14 15 16 27 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0207773 0.019343 -0.0423599 -0.0352438 -0.0331399 -0.0422941 -0.0306579 -0.0476367 -0.0272021 0.0312322 -0.0125973 -0.0179068 0.0305615 0.0577108 0.0360365 -0.019145 0.000798239 0.02938 0.0102492 -0.0167549 -0.0289231 0.00246593 0.00631186 0.0209118 -4.79254e-06 0.00238922 0.0183407 -0.0259885 0.0422258 0.0296286 -0.0350145 leaf_count=2498 1941 6271 3523 2276 936 1860 837 1058 161 580 663 3694 650 3031 979 667 122 535 334 148 1382 203 238 583 113 153 136 1086 2154 194 internal_value=0 0.0376762 0.0805077 0.114989 0.144785 0.160141 0.178345 0.189905 -0.227904 0.233154 0.209394 0.223607 0.280824 0.245228 0.128697 0.240628 -0.3275 0.20438 0.171125 0.343157 0.170313 -0.370788 -0.107882 0.278164 0.502084 -0.293604 0.207222 0.344108 0.219669 0.146738 internal_count=39006 27819 21223 17547 15110 14174 12314 11477 2437 11187 10181 9518 5707 10607 3811 4944 6596 7428 2832 3179 5807 6474 1296 4277 763 3676 4425 1621 4289 2135 Tree=209 num_leaves=31 split_feature=25 39 8 42 87 71 39 33 66 39 29 56 76 7 42 13 82 25 47 40 69 91 88 15 61 31 24 41 63 91 split_gain=79.793 46.6999 52.1919 71.2735 38.7332 38.9679 26.0339 20.8006 16.8884 14.304 12.0284 11.613 10.9917 10.77 10.2057 15.1284 9.81947 9.20395 9.11825 11.7235 9.07538 13.6328 11.8477 8.28493 8.26683 7.89321 7.69897 7.23503 6.97427 6.91575 threshold=0.5 2.5 5.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 6.5 2.5 2.5 1.5 3.5 0.5 1.5 1.5 1.5 3.5 2.5 9.5 5.5 0.5 5.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 26 10 -7 -2 12 14 20 29 15 16 -5 -11 19 25 21 22 -3 -10 -22 -4 28 -6 -1 -8 right_child=9 7 18 11 27 8 13 -9 23 17 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 9 22 25 16 27 8 29 7 23 17 10 11 12 13 14 15 16 17 18 19 24 21 22 23 24 25 26 27 28 29 leaf_value=-0.0376003 -0.0419684 0.0212129 0.012089 0.0065796 0.019118 0.0307641 0.00218459 -0.00232091 -0.0241838 -0.00171528 0.0744082 -0.0312256 -0.0446112 -0.0324845 0.0457012 0.0418076 0.0555757 -0.0351272 0.04696 0.0654995 0.0304814 -0.0456385 0.0693147 0.0255465 0.062305 0.0445829 0.0223948 -0.0112626 0.0217286 -0.0333802 leaf_count=9899 5039 3517 1244 1815 1713 718 2574 1276 1027 1592 158 314 135 1568 361 549 151 1432 377 140 880 142 153 294 359 181 159 504 121 614 internal_value=0 0.095793 0.0380589 -0.014995 -0.105181 -0.169476 -0.238605 0.225769 0.116226 -0.263734 0.269416 0.211023 0.253856 -0.0886949 0.233276 0.185592 0.103069 -0.129889 0.266351 0.211142 0.263814 0.217695 0.235442 -0.113305 0.390377 0.169808 -0.347921 0.135855 -0.362575 -0.0206182 internal_count=39006 30943 24323 22381 19191 16974 14935 6620 2039 8063 5344 3190 5186 4756 2876 2515 1966 3024 1942 1565 5051 3812 3670 1321 1239 1425 10179 2217 10020 3188 Tree=210 num_leaves=31 split_feature=66 10 41 24 25 56 53 87 84 61 52 8 8 48 71 87 47 78 42 24 15 73 10 69 13 42 41 34 41 24 split_gain=69.1502 44.2058 35.7414 27.015 21.9316 16.6401 15.0818 13.799 10.5631 11.9413 9.46534 9.26811 9.13648 8.90333 8.49157 8.45796 9.84647 8.37402 8.18142 8.22374 8.07713 7.88042 7.67969 7.30964 7.27842 6.97021 7.07157 6.64783 6.61546 6.32044 threshold=1.5 0.5 0.5 2.5 0.5 0.5 1.5 0.5 2.5 2.5 0.5 0.5 0.5 0.5 2.5 1.5 5.5 0.5 0.5 2.5 0.5 0.5 4.5 0.5 0.5 6.5 1.5 0.5 1.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 28 7 8 27 18 9 11 -9 13 15 17 -10 -5 21 24 19 -1 23 29 -3 -20 -4 26 -26 -6 -2 -17 right_child=3 22 5 12 6 -7 -8 10 14 -11 -12 -13 -14 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=19 28 22 24 15 27 5 6 10 14 9 10 11 12 13 14 29 16 17 23 19 20 21 22 23 26 25 26 27 28 29 leaf_value=-0.0315267 -0.0439371 -0.0227083 0.00304997 -0.0141961 0.0505734 -0.0271743 -0.0142651 -0.00591233 0.0247498 -0.0201683 0.0239568 -0.0243599 -0.0457138 -0.0219927 0.083788 0.0233032 -0.0198264 0.0906078 0.0471189 -0.00454808 -0.0257801 -0.0304051 -0.0511058 -0.0248664 0.0336372 -0.0161639 0.0727199 -0.0117776 -0.0190428 0.0884153 leaf_count=4508 12257 2455 483 1929 425 723 396 3067 198 399 824 197 636 228 189 259 377 120 331 1157 413 114 3825 143 656 104 233 117 2054 189 internal_value=0 -0.0307779 0.0277606 -0.316261 -0.053021 0.237948 0.241302 -0.102025 0.293812 0.225385 0.0101609 0.290868 -0.0817612 0.337707 0.58691 -0.0132063 0.205609 0.384611 -0.196384 -0.245128 0.0406746 0.424835 -0.330985 0.264774 0.333467 0.417483 0.471248 0.422285 -0.406242 0.574823 internal_count=39006 21191 14911 17815 11381 3530 938 10443 2807 2420 3891 2021 3504 1824 387 2868 939 1596 6552 5665 887 562 6280 474 1476 993 889 542 14311 448 Tree=211 num_leaves=31 split_feature=33 82 42 43 33 53 24 74 15 33 7 33 33 61 31 24 10 7 66 8 63 39 53 61 70 53 61 13 47 8 split_gain=420.77 26.7913 12.1544 9.81592 9.784 7.66185 6.74873 6.42608 4.98164 3.62234 1.83925 1.72329 1.01482 0.790255 0.904429 0.984398 1.47255 0.739066 0.356608 0.305308 1.2376 0.243218 0.382995 0.338778 0.144142 0.136904 0.25572 0.459264 0.0883071 0.0815757 threshold=3.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 5.5 0.5 6.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 8.5 4.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 5.5 9.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=4 2 3 9 12 6 7 8 10 -2 -6 -3 19 14 15 16 18 -17 -14 -1 -21 22 -11 -24 -7 26 27 -15 -22 -16 right_child=1 11 -4 -5 5 24 -8 -9 -10 21 -12 -13 13 25 29 17 -18 -19 -20 20 28 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 9 11 2 3 10 24 6 7 8 22 10 11 18 27 29 17 16 17 18 20 28 21 23 23 24 25 26 27 28 29 leaf_value=-0.0508612 0.0360775 -0.0554551 -0.0059712 0.00574607 0.0205163 -0.0519075 -0.053916 -0.0555488 -0.0279723 0.0619734 0.0612143 -0.0103863 -0.00880275 -0.0269214 -0.0518845 -0.051872 -0.0514873 -0.0255005 -0.0291913 -0.0184378 -0.0514825 0.0684367 0.0468591 0.060608 -0.0417914 -0.0515184 -0.0520314 -0.0520394 -0.0414286 -0.0421318 leaf_count=27491 179 180 144 134 128 964 213 137 123 1137 109 104 309 214 807 595 350 242 155 195 1172 121 102 109 363 2109 490 219 214 197 internal_value=0 0.459605 0.51014 0.545976 -0.474403 -0.238497 -0.0505569 0.0984293 0.236751 0.581859 0.401234 -0.380596 -0.49466 -0.443513 -0.39396 -0.340701 -0.248887 -0.440966 -0.149704 -0.505184 -0.448227 0.613268 0.605779 0.539362 -0.490296 -0.493082 -0.454571 -0.38825 -0.501066 -0.49951 internal_count=39006 2210 1926 1782 36796 2037 710 497 360 1648 237 284 34759 5687 2655 1651 814 837 464 29072 1581 1469 1348 211 1327 3032 923 433 1386 1004 Tree=212 num_leaves=31 split_feature=10 41 56 56 39 41 25 39 42 32 8 24 92 63 92 10 38 75 13 89 66 10 69 7 66 53 9 57 7 75 split_gain=292.791 239.536 93.3949 54.3662 46.044 28.0053 26.792 20.6419 17.396 17.5121 13.4232 10.7841 10.7565 11.5046 10.749 9.66606 9.80488 9.4044 9.12071 8.79337 8.78998 8.41256 8.3071 8.14181 7.91258 8.7411 7.7504 7.74146 7.50382 7.33782 threshold=4.5 0.5 1.5 0.5 2.5 3.5 1.5 0.5 3.5 1.5 10.5 5.5 1.5 5.5 0.5 0.5 3.5 4.5 4.5 1.5 1.5 1.5 1.5 1.5 3.5 2.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 6 4 5 8 7 14 9 10 12 26 13 18 15 16 -1 -2 22 20 21 -17 23 24 25 -3 -5 -4 -26 -16 right_child=17 3 27 11 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 29 19 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_parent=16 17 25 27 26 4 5 6 7 8 9 10 11 12 13 29 21 16 17 18 19 20 21 22 23 28 25 26 27 28 29 leaf_value=-0.0291219 0.0577285 0.00915292 0.0452682 0.0514142 -0.0360962 0.0447201 0.0146154 -0.0414443 -0.051379 -0.0264973 -0.0557066 -0.0354467 0.0727122 0.0894205 0.0412356 -0.000754459 0.0663489 -0.0131503 -0.0527836 -0.0520632 -0.0143133 0.0673257 -0.00550959 -0.0108814 0.0661072 0.0468316 0.0250566 -0.0189504 0.00695629 -0.0297388 leaf_count=9199 4213 878 773 2165 1833 880 582 12024 388 759 191 102 108 105 277 304 122 117 233 343 849 119 598 332 289 279 440 172 117 215 internal_value=0 0.014896 -0.203019 0.256361 0.129986 0.200967 -0.268141 -0.298104 0.102443 0.136682 0.192501 0.455577 0.218615 0.186695 -0.209952 -0.233968 -0.279363 0.566252 0.160617 -0.0365917 0.053465 0.316343 0.182647 0.242608 0.292392 0.205008 0.47146 0.396333 0.514532 0.180912 internal_count=39006 34676 24979 9697 6990 5157 24034 23452 4277 3889 3130 2707 2939 2831 11428 10936 9321 4330 2726 1615 1272 423 2493 1895 1563 1157 2605 945 406 492 Tree=213 num_leaves=31 split_feature=38 55 22 49 49 68 44 82 63 85 91 39 42 66 10 66 87 55 61 82 38 42 86 85 61 85 54 52 70 53 split_gain=128.148 39.9274 34.1591 26.0497 17.783 13.1054 12.1991 11.5436 8.0585 7.96245 7.48109 7.19939 8.60566 11.1229 12.9959 8.89155 8.83566 6.96085 8.41207 6.71019 6.68766 6.44769 9.82699 8.64997 5.65435 5.40617 5.10159 4.78073 4.64863 4.50207 threshold=0.5 2.5 0.5 0.5 0.5 10.5 0.5 8.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 5.5 2.5 0.5 0.5 3.5 0.5 2.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 6 10 7 9 20 -3 17 11 12 13 14 16 -14 28 19 -19 -2 24 23 -23 -4 29 -6 -8 -27 -1 -5 right_child=3 8 21 5 25 -7 26 -9 -10 -11 -12 -13 15 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=28 19 8 23 29 25 5 26 7 8 9 10 11 15 13 14 15 16 18 18 19 20 22 22 23 24 27 26 27 28 29 leaf_value=-0.02094 -0.0258073 0.0388344 -0.0168521 0.047178 -0.0199002 -0.0486993 0.0458589 0.0936761 -0.0200395 0.0375917 -0.0482111 -0.0398688 -0.014543 -0.0396379 -0.0515876 0.0600241 0.0348553 0.0630086 -0.0265025 0.0465729 0.0429597 -0.00187492 0.0662756 0.0350456 -0.000787956 0.0194636 -0.00665493 -0.024631 0.0229742 0.00845553 leaf_count=1514 2444 408 1196 244 2178 193 253 106 197 157 6702 10552 824 6453 1558 237 489 168 222 110 601 262 154 137 422 418 120 250 249 188 internal_value=0 -0.249212 -0.278131 0.181524 -0.317663 0.329861 -0.00708655 0.360645 0.266858 -0.100086 -0.356553 -0.325241 -0.260882 -0.296412 -0.143017 0.0374974 -0.0212317 -0.152755 0.221604 -0.217779 0.320751 0.062942 0.288666 -0.0456108 0.189949 -0.116248 0.312932 0.0615601 -0.131989 0.323919 internal_count=39006 33778 33173 5228 31424 1754 3474 1561 605 3101 28578 21876 11324 10263 3810 1061 2252 2944 390 2554 1455 1749 416 1333 854 2846 373 668 1763 432 Tree=214 num_leaves=31 split_feature=89 29 77 67 68 34 83 57 18 67 12 86 70 74 47 74 46 15 68 2 16 24 83 89 24 87 56 46 10 46 split_gain=187.229 114.351 105.261 65.2525 46.0132 37.0975 20.9073 20.6052 18.8988 20.3875 18.3339 17.8289 15.9296 15.1781 14.9136 14.6381 15.9122 16.7661 14.5961 13.3734 12.83 11.477 10.6846 10.4806 9.49146 8.26146 8.99254 8.71884 8.2259 8.13814 threshold=1.5 0.5 0.5 0.5 1.5 7.5 0.5 3.5 1.5 3.5 9.5 0.5 1.5 2.5 4.5 9.5 0.5 0.5 10.5 1.5 2.5 0.5 0.5 4.5 0.5 0.5 0.5 0.5 8.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 8 12 9 25 11 14 13 22 28 16 17 -3 20 -9 23 -18 -1 -2 -6 26 27 -5 -4 -13 right_child=18 15 10 6 24 -7 -8 19 -10 -11 -12 29 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 23 17 28 27 24 5 6 19 8 9 10 29 12 13 14 15 21 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0422736 0.0283225 0.029605 0.0378646 -0.013005 0.046221 0.0495395 0.0664217 0.0693965 0.0628558 0.0255565 0.0763989 -0.0237326 -0.000225916 0.0169666 -0.0322815 0.0538191 0.00756843 -0.01303 0.0624491 -0.0519278 -0.0131378 0.0694754 0.0161422 0.0533643 -0.0102057 -0.0454108 -0.0386295 0.0292692 -0.0538359 0.0175599 leaf_count=24765 1215 750 1206 1313 283 186 173 145 134 460 134 610 772 206 192 534 136 1036 790 278 131 245 300 778 207 774 688 218 125 222 internal_value=0 -0.0553187 -0.130917 -0.216371 -0.299884 -0.337537 0.064629 -0.359688 0.00989362 -0.0424352 0.226625 0.175286 -0.375046 -0.397352 0.294762 0.308137 0.219343 0.111841 0.425334 0.325306 0.35251 0.505629 -0.412161 0.38849 0.270224 -0.169543 -0.0925975 0.0104958 0.353905 -0.0707139 internal_count=39006 36092 33391 30902 27142 26652 3760 26466 3587 3453 2489 2355 26043 25271 1523 2701 2167 1786 2914 423 2124 381 25065 1993 490 2993 2219 1531 1331 832 Tree=215 num_leaves=31 split_feature=35 40 52 90 52 22 29 46 63 61 35 61 63 13 37 61 66 31 66 39 71 61 24 75 77 10 15 41 52 48 split_gain=150.179 104.43 34.3732 35.8294 26.5707 22.7922 19.7544 18.7035 17.353 16.6552 18.0489 16.6192 16.5875 16.5139 15.7473 13.0448 12.2096 11.8885 14.6349 11.3633 11.3248 10.707 10.2237 10.999 9.60593 8.76296 7.96991 7.7167 7.50778 8.63425 threshold=1.5 0.5 4.5 12.5 2.5 0.5 0.5 1.5 1.5 1.5 8.5 6.5 1.5 3.5 1.5 1.5 1.5 1.5 1.5 1.5 4.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 8 7 11 9 13 10 12 19 16 14 15 25 -2 18 -8 21 24 -1 23 -20 -17 -3 -23 -18 29 -11 right_child=5 4 -4 -5 -6 -7 17 -9 -10 28 -12 -13 -14 -15 -16 20 27 -19 22 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 16 25 2 3 4 5 18 7 8 29 10 11 12 13 14 24 27 17 23 19 20 26 22 23 24 25 26 27 28 29 leaf_value=-0.038776 -0.0357891 0.0153267 0.0514663 0.0561209 0.0459462 -0.0315192 -0.0276755 -0.0318084 -0.0409505 0.0423288 0.05644 0.0116506 -0.0309694 -0.0472655 -0.0305501 0.0552533 0.0311857 -0.0500696 0.0853404 -0.0492973 -0.0522326 -0.004297 -0.0247365 -0.028987 -0.0144198 -0.0379292 -0.0306421 -0.0116934 0.0638724 0.00382055 leaf_count=12531 446 1309 110 112 499 535 714 295 846 987 249 262 538 613 706 682 887 481 300 8152 164 2079 134 101 131 542 3731 292 324 254 internal_value=0 -0.178981 -0.288518 -0.307692 0.13862 0.238271 -0.326608 0.272293 0.0310381 0.300075 0.176008 -0.35334 0.0903898 0.0993652 0.15721 0.232296 0.183614 0.0197594 0.16919 -0.371199 0.409377 -0.322295 0.445518 0.646743 0.469765 0.0433937 -0.202159 0.246127 0.423337 0.359533 internal_count=39006 34199 28707 28597 5492 4807 28485 4272 4993 3977 2412 26755 2163 4147 3534 2828 1625 1730 1249 26493 977 18341 535 401 813 1851 5810 1179 1565 1241 Tree=216 num_leaves=31 split_feature=7 75 42 39 89 36 6 80 68 23 78 19 63 66 52 32 7 16 49 21 77 13 10 53 65 7 52 76 78 21 split_gain=57.8183 29.1904 26.1818 21.3464 17.1665 19.3999 19.5667 14.7045 11.5786 14.2617 11.2034 10.6822 10.6194 13.0819 10.2456 9.65254 9.18285 8.23976 7.23869 6.8075 6.57497 6.37498 6.34344 6.20615 5.65032 5.14006 4.85494 4.97713 4.61354 4.5313 threshold=0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 5.5 12.5 0.5 0.5 2.5 2.5 2.5 1.5 3.5 0.5 0.5 2.5 0.5 0.5 0.5 2.5 1.5 3.5 1.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 7 5 6 11 12 9 10 -3 17 13 20 -5 18 -13 24 19 25 26 22 23 -15 -2 -7 27 -1 -19 -8 right_child=2 8 -4 14 -6 15 29 -9 -10 -11 -12 16 -14 21 -16 -17 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 24 10 2 14 4 25 29 7 8 9 10 16 12 23 14 15 16 28 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0366341 -0.0308471 -0.0154649 -0.0436975 -0.0461318 -0.0272887 0.0505544 0.0742307 0.0239054 -0.0464201 0.0835759 0.0688337 0.00383123 -0.0497411 0.0187096 0.0141118 -0.0182463 0.0667772 -0.00298296 -0.00124124 0.106502 0.00418712 -0.0333346 -0.0311259 -0.0433212 0.0151307 0.00471192 0.00910332 0.00854129 0.0433555 0.0112465 leaf_count=7747 2914 546 1784 13013 1730 878 207 607 359 140 125 644 2015 1279 333 291 192 749 240 117 532 588 492 204 372 167 265 249 105 122 internal_value=0 -0.284929 -0.000542186 -0.316827 0.0545535 0.108781 0.00716766 -0.227348 0.154666 0.287513 0.0631561 -0.0537292 -0.255418 -0.213996 -0.439745 0.338962 0.216176 -0.130011 0.411839 0.488397 -0.293765 -0.0327015 0.0440145 0.125097 -0.249256 0.425866 -0.324949 -0.345253 0.0408114 0.565561 internal_count=39006 28494 10512 27324 8728 6998 5305 13978 1170 811 671 4976 13371 11356 13346 1693 836 4140 1402 1162 8793 2563 1975 1483 3286 1045 8261 7996 854 329 Tree=217 num_leaves=31 split_feature=25 75 13 8 71 42 16 23 47 59 31 67 23 86 10 47 37 39 66 32 13 87 7 59 42 54 8 55 58 23 split_gain=89.3426 72.8079 54.3113 47.0521 68.4378 31.1381 23.233 20.466 19.5436 22.6137 22.2283 17.3983 16.1122 15.9861 15.6539 14.2053 13.9138 13.8115 13.1392 13.0897 18.0587 12.4984 12.0871 11.7852 10.5834 10.1887 10.1864 9.71044 9.03281 8.9427 threshold=1.5 1.5 0.5 2.5 1.5 0.5 1.5 1.5 2.5 0.5 0.5 0.5 0.5 0.5 1.5 4.5 1.5 2.5 1.5 1.5 12.5 0.5 0.5 0.5 0.5 0.5 4.5 4.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 8 11 9 19 23 13 -6 14 22 -7 -14 26 -12 27 24 -5 25 29 -21 -1 -3 28 -4 -10 right_child=-2 17 6 21 12 15 -8 -9 10 -11 18 -13 16 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 0 26 28 21 12 15 6 7 29 9 18 11 16 13 14 15 16 17 18 24 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0143861 -0.0386377 -0.0414328 0.0186069 0.0138009 0.00767178 0.00700614 -0.0345782 -0.0334703 0.023678 -0.00934476 -0.0292385 -0.0499836 0.0444638 -0.0426718 -0.0486294 0.0625794 -0.0204974 0.0112677 0.0198303 0.0396508 -0.0245148 0.0382747 -0.0226337 0.0602393 0.0147873 -0.0402362 0.0142956 -0.0425344 -0.0284342 0.0421855 leaf_count=2115 4369 3386 6125 1052 725 1306 621 4888 1140 1249 218 834 1029 685 1229 151 165 280 645 1724 125 974 865 546 510 199 112 113 168 1458 internal_value=0 0.138628 0.158253 0.0585136 -0.0096884 -0.11108 0.220834 -0.174973 0.228503 0.189463 0.3234 -0.0880672 0.258248 -0.0438161 0.00460749 0.155579 0.386585 -0.2681 0.0700903 0.210849 0.306398 0.264166 0.0462701 0.38047 0.338657 0.109117 -0.35449 0.171425 0.178039 0.338152 internal_count=39006 34637 30859 16217 14191 12272 14642 10815 14021 10014 4007 5927 1919 5093 4408 1457 1194 3778 863 8765 2359 2026 3179 3144 2234 2314 3498 6406 6293 2598 Tree=218 num_leaves=31 split_feature=59 91 39 8 42 85 59 23 84 39 87 71 91 42 69 47 47 54 47 39 87 31 63 66 3 87 66 71 23 13 split_gain=79.5207 44.5398 35.8878 50.7825 38.2888 22.3442 21.9628 17.8536 17.0028 16.8996 13.5291 10.9779 10.8377 9.40647 9.25904 9.18703 17.4135 12.7765 11.1363 9.65044 8.94224 8.77326 12.784 8.5938 8.38297 8.24984 8.77122 8.166 7.96219 7.74704 threshold=0.5 0.5 0.5 2.5 0.5 2.5 1.5 1.5 2.5 1.5 1.5 0.5 1.5 6.5 1.5 4.5 1.5 0.5 8.5 8.5 4.5 9.5 11.5 2.5 2.5 1.5 1.5 2.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 11 8 15 10 27 -2 29 28 -6 -14 16 24 18 25 -18 -9 22 -5 -7 -4 26 -17 -3 -11 -1 right_child=6 9 7 21 13 23 -8 20 -10 12 -12 -13 14 -15 -16 17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 10 27 24 22 13 23 6 20 8 28 10 11 14 13 14 26 19 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0373818 -0.0289955 -0.035329 0.0270495 0.00784082 0.012382 0.0231653 -0.0463561 0.00234893 0.0294458 0.023123 0.0128858 -0.00759822 -0.0496171 0.0570565 0.00964389 0.0518564 -0.0045613 0.0893697 -0.0183909 0.0483649 0.0271804 0.0518062 0.0376262 -0.0306184 -0.05242 0.0681721 -0.0177062 0.0138554 -0.0104235 -0.00445835 leaf_count=5909 4076 3361 5176 915 1241 489 4766 3415 332 736 633 1681 431 115 202 176 1422 133 191 108 502 223 577 299 143 233 171 212 601 537 internal_value=0 0.101295 0.133312 0.0326232 -0.0750745 -0.17876 -0.234763 0.200305 -0.114269 -0.128154 -0.193987 -0.249955 0.00704204 0.183 -0.261331 0.245613 0.224993 0.436308 0.313784 0.0159527 0.0769626 0.254457 0.206548 0.128694 0.264501 0.438222 0.202695 -0.296524 0.105113 -0.326086 internal_count=39006 29199 23656 11986 10271 8915 9807 11670 5041 5543 4709 8127 1970 1356 633 7753 6849 904 771 1530 3917 1715 1492 788 5319 580 347 3573 1337 6446 Tree=219 num_leaves=31 split_feature=23 87 8 85 59 25 17 84 87 41 51 25 10 23 66 52 13 66 10 87 66 55 13 25 53 85 16 49 91 0 split_gain=67.1586 47.3114 30.6094 23.658 19.2619 17.4479 15.9703 15.4581 13.6498 13.4917 11.016 10.7635 10.6433 9.83608 10.9401 9.3306 10.2316 7.28271 7.70279 6.99513 6.86939 6.63775 8.09858 6.11053 10.4164 6.04701 5.87677 5.83358 5.91743 5.45304 threshold=2.5 0.5 0.5 0.5 0.5 0.5 0.5 3.5 3.5 2.5 0.5 0.5 1.5 0.5 3.5 0.5 4.5 0.5 2.5 2.5 0.5 0.5 8.5 1.5 1.5 6.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 5 7 11 6 9 17 -2 13 26 20 23 14 15 16 27 18 -1 -15 -5 22 -21 24 -7 -10 -6 28 -3 -17 right_child=8 2 -4 4 10 12 -8 -9 25 -11 -12 -13 -14 19 -16 29 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=18 8 28 2 20 26 24 6 7 25 9 10 11 12 19 14 29 16 17 18 22 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0171592 -0.0437356 0.0219217 -0.0317686 -0.00595496 0.0274799 0.0533505 -0.023543 0.0224588 -0.0244618 0.0865344 0.0942646 0.0229597 -0.0346217 -0.0158766 0.0962872 0.055661 -0.0150999 -0.0409869 -0.051224 -0.00665074 -0.0300044 0.0703117 0.0547581 0.0693871 -0.00396303 0.0278784 -0.0408092 -0.0250903 0.0773514 -0.00422519 leaf_count=3865 11487 934 1741 1898 675 266 1144 341 444 105 125 402 301 1394 156 478 806 5596 2116 703 2474 122 173 263 192 226 170 149 121 139 internal_value=0 -0.0583321 0.0833938 -0.172166 -0.0312956 0.141819 0.0800831 -0.275431 -0.389153 0.135534 0.31701 -0.111687 0.389698 0.111723 0.210616 0.176813 0.0918983 -0.308375 -0.226872 -0.0205683 -0.168115 0.136816 0.0588656 0.453314 0.331922 -0.0242578 0.180516 0.226758 0.287567 0.443695 internal_count=39006 26849 9187 17662 5744 7446 6424 11918 12157 5280 970 4774 1022 5175 2783 2627 2010 11577 5981 2392 4372 998 876 721 458 670 845 1204 1055 617 Tree=220 num_leaves=31 split_feature=85 69 74 10 13 66 71 59 82 63 46 42 55 67 16 7 0 10 84 47 34 86 37 91 32 13 11 39 71 13 split_gain=64.1845 37.6872 33.3863 31.5227 22.965 24.4287 18.513 13.8077 12.1366 12.5357 11.8786 10.949 6.72899 5.77018 5.17565 4.47834 4.59728 3.99102 3.48375 2.25103 2.05102 2.1817 1.99411 1.99926 2.53266 2.07794 1.92637 1.62585 1.67956 1.52581 threshold=0.5 0.5 0.5 0.5 2.5 4.5 1.5 1.5 0.5 4.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 4.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 18 26 20 -7 21 27 23 -3 -25 -26 -5 28 -1 -29 right_child=-2 22 -4 17 -6 19 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31 leaf_parent=28 0 23 2 26 4 19 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 24 25 25 26 29 28 29 leaf_value=0.045432 -0.04723 -0.041476 -0.043399 -0.0261063 -0.0481273 -0.0442214 -0.0415084 -0.0498791 -0.0384864 -0.0478817 -0.0379409 -0.0229136 -0.0403218 -0.0131489 0.00148167 0.0567703 -0.0244846 -0.0492964 -0.0102726 -0.00396602 0.000278262 0.0696866 -0.0493965 -0.043502 0.0122687 -0.0352507 0.0179823 0.0344916 0.0160215 -0.0122712 leaf_count=997 15975 2600 3545 865 1160 1208 750 637 317 323 292 249 123 207 242 709 126 3102 128 197 102 122 3515 558 304 215 108 113 112 105 internal_value=0 -0.138816 -0.0557489 0.0136865 0.089983 0.134836 0.19386 0.234778 0.261815 0.289766 0.315107 0.342556 0.374508 0.38975 0.409633 0.434076 0.367717 -0.37099 0.389957 -0.363198 0.411672 0.427755 -0.412648 -0.349056 -0.208444 -0.0462444 -0.186928 0.400739 0.428407 0.185259 internal_count=39006 23031 15839 12294 8219 7059 5654 4904 4267 3950 3627 3335 3086 2963 2756 2514 1805 4075 1679 1405 1551 1449 7192 3677 1077 519 973 1327 1109 218 Tree=221 num_leaves=31 split_feature=10 59 41 39 59 2 56 6 32 10 92 66 39 39 47 8 42 63 66 77 56 66 54 46 0 75 42 46 47 66 split_gain=267.087 282.674 95.142 39.8829 29.5698 23.994 20.1061 15.8446 15.2242 13.2723 13.1281 12.7957 12.1211 11.6161 11.3892 10.2083 10.1033 9.56109 9.29108 9.17246 9.85643 8.91484 8.0164 7.5853 7.35477 6.66743 7.55327 6.52672 6.33213 5.73275 threshold=4.5 1.5 0.5 1.5 7.5 2.5 0.5 1.5 1.5 2.5 0.5 1.5 2.5 0.5 5.5 10.5 3.5 5.5 3.5 0.5 1.5 3.5 0.5 1.5 1.5 4.5 1.5 0.5 2.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 8 7 6 9 12 10 13 14 -11 25 22 15 16 17 19 -5 20 23 -2 -1 24 -4 26 -3 -24 -20 -29 right_child=21 4 3 18 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 28 -21 -22 -23 27 -25 -26 -27 -28 29 -30 -31 leaf_parent=22 21 26 24 18 4 5 6 7 8 11 10 11 12 13 14 15 16 17 28 19 20 21 27 23 24 25 26 29 28 29 leaf_value=-0.0320116 0.0570861 0.0381122 0.00970134 -0.0428458 0.0539862 0.0358307 -0.00529298 -0.0361747 -0.0198152 0.0539008 0.0536424 -0.0450988 -0.0219483 -0.0455585 -0.0489476 -0.0516419 -0.0410468 0.0810079 0.0364137 -0.0180888 0.0591793 0.012855 -0.015241 0.0613798 0.0406766 -0.0290896 -0.0112945 0.0958178 -0.0288178 -0.00675724 leaf_count=8623 4168 1431 1564 2032 2273 251 1839 201 689 113 322 187 208 11380 197 170 232 103 191 290 180 176 962 114 314 109 125 112 329 121 internal_value=0 0.0130018 -0.149795 0.0738811 0.403308 -0.285288 -0.304357 0.237933 0.162537 -0.346473 0.206496 0.139808 0.282549 -0.363255 0.160005 0.18338 0.203526 0.226905 -0.305978 0.202724 0.239452 0.552666 -0.283228 0.192369 0.158027 0.326352 0.347659 -0.0251804 0.0325256 0.461846 internal_count=39006 34662 30315 6727 4347 23588 23337 2074 4175 21498 3486 300 1873 21198 3164 2967 2797 2565 2552 2462 2172 4344 9818 1992 1878 1665 1556 1195 520 233 Tree=222 num_leaves=31 split_feature=49 55 22 44 44 49 31 91 39 66 10 80 91 89 71 75 8 31 66 71 9 42 84 31 88 8 39 85 9 23 split_gain=110.337 33.3839 32.7768 17.485 16.5704 13.1548 12.5489 10.7598 9.59489 9.48669 11.3751 9.69695 9.09184 8.26097 7.05904 8.28242 7.59832 15.2871 7.12781 6.97732 7.7488 6.94641 6.91352 6.63766 6.39636 6.39617 6.31647 6.01852 5.93558 5.26469 threshold=0.5 2.5 0.5 2.5 1.5 2.5 2.5 0.5 1.5 1.5 3.5 0.5 0.5 5.5 1.5 5.5 6.5 2.5 3.5 1.5 0.5 0.5 6.5 1.5 0.5 3.5 1.5 4.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 7 12 28 8 9 10 11 19 14 22 15 16 17 18 26 20 23 27 25 -1 -3 29 -2 -11 -4 -7 right_child=3 24 6 -5 -6 13 -8 -9 -10 21 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 26 24 28 3 4 29 6 7 8 27 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0161245 0.0225371 0.0365278 -0.0180761 0.0545726 0.0263236 0.0490795 0.0408628 -0.0471495 -0.0414926 -0.0393728 -0.0500007 0.0526669 -0.0337208 -0.0471705 -0.0229878 -0.041863 -0.0418986 0.0514573 -0.0237897 -0.0428712 0.030749 0.00372507 -0.0112702 0.044461 -0.0101741 -0.00862095 -0.0174118 0.0151135 0.0324657 0.0159886 leaf_count=4776 1097 359 1079 256 268 469 382 7309 7148 7210 2358 216 601 138 529 290 173 406 432 923 446 491 104 205 235 103 363 188 217 235 internal_value=0 -0.244935 -0.273119 0.145889 -0.311647 0.102799 0.0865328 -0.325138 -0.289921 -0.244305 -0.163232 -0.112431 0.0131697 0.263007 0.0573407 0.104451 0.13978 0.172171 0.0596604 -0.138693 -0.0953401 -0.339221 0.297219 -0.135185 0.227624 0.350925 0.139862 -0.37171 -0.0836893 0.403623 internal_count=39006 33810 33216 5196 31538 4940 1678 31270 23961 16813 8924 6566 3891 1049 3290 2761 2471 2298 1892 6350 5427 7889 911 4981 594 807 1460 7398 1296 704 Tree=223 num_leaves=31 split_feature=89 29 67 68 34 85 67 77 68 46 18 68 13 74 54 16 46 72 40 83 86 79 39 59 66 10 10 13 10 13 split_gain=174.471 111.616 92.3413 81.4398 36.5089 26.2096 22.3886 20.48 18.5321 16.0696 17.0979 15.4117 15.0143 14.4452 14.3865 13.6571 13.1567 12.2329 11.8757 11.6462 11.1346 8.98191 8.25412 9.3021 10.4685 8.31751 7.99469 7.6258 7.36535 7.02976 threshold=1.5 0.5 0.5 0.5 7.5 2.5 5.5 1.5 4.5 1.5 1.5 8.5 0.5 9.5 2.5 0.5 0.5 2.5 1.5 0.5 0.5 0.5 2.5 2.5 7.5 2.5 6.5 1.5 4.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 6 9 12 14 10 22 15 17 16 18 26 20 19 27 -1 28 -21 23 24 25 -4 29 -5 -3 -2 right_child=11 13 5 8 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 29 28 25 27 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 21 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0320055 0.0481603 0.0234113 0.0181108 -0.000665392 0.0500388 -0.0439752 0.0520823 0.00925825 0.0586319 0.0361984 0.0599144 0.0603213 -0.0464097 0.0538047 0.0602883 0.0104927 0.0480625 0.038387 0.0513646 0.0775046 -0.0249849 -0.0329201 -0.0473381 -0.0462487 -0.0367077 -0.0495849 -0.018525 -0.0428535 -0.0533835 0.00610507 leaf_count=12677 1279 1209 1169 1525 187 552 445 363 193 484 126 906 12765 544 135 519 382 162 182 100 366 142 435 625 351 296 103 434 195 155 internal_value=0 -0.0552932 -0.131552 -0.229877 -0.317603 0.149683 0.201084 -0.339859 0.145323 0.113082 0.00960848 0.412095 -0.364118 0.306758 0.0556985 0.331074 0.217962 -0.28288 -0.0117711 -0.300869 0.119407 0.310376 -0.0561971 -0.00629363 0.0512889 0.13087 0.417472 -0.0769249 0.200999 0.443698 internal_count=39006 36044 33348 28865 26396 4483 3931 26209 2469 3486 3002 2962 25846 2696 2276 2056 2152 13081 2141 12919 1770 242 2876 2441 1816 1465 1537 1959 1404 1434 Tree=224 num_leaves=31 split_feature=7 52 58 29 42 7 40 36 10 0 58 70 39 63 40 37 56 74 61 66 63 66 61 13 72 70 72 10 39 12 split_gain=134.57 67.3885 45.3595 37.3777 33.8842 26.3824 24.2909 22.5271 17.1151 15.4674 15.2698 13.6212 13.4764 14.2112 13.1451 11.5731 10.7701 10.7004 10.1643 18.0084 9.52403 9.44404 8.64215 8.63154 8.53559 8.40021 7.75028 7.17194 7.05973 7.23366 threshold=0.5 1.5 9.5 0.5 0.5 5.5 0.5 0.5 0.5 0.5 1.5 3.5 3.5 4.5 1.5 0.5 1.5 9.5 1.5 1.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 6 5 7 10 8 11 -3 28 12 13 16 -6 17 18 21 19 -2 23 -5 -9 27 -7 -20 -23 -8 29 -1 right_child=2 9 -4 15 14 24 20 22 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 25 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 19 9 2 21 14 24 27 22 8 9 10 11 12 13 14 15 16 17 25 19 20 26 22 23 24 25 26 27 28 29 leaf_value=-0.0368112 -0.0238676 -0.00156473 0.0723216 -0.0390726 -0.0457972 0.0489389 0.0222317 -0.033408 -0.0152513 0.0442293 0.00555653 -0.0605863 -0.026283 -0.0477342 0.0338137 -0.0331513 -0.0317495 -0.0370991 0.0605088 0.036313 -0.0303073 0.054258 -0.000197388 -0.0522722 -0.0100658 0.0218304 -0.0282107 -0.0265904 -0.0468747 -0.00821364 leaf_count=9621 946 901 304 252 1652 662 1103 1359 1174 548 439 124 475 180 130 518 243 277 651 1021 1286 540 1173 334 107 268 117 527 10609 1465 internal_value=0 -0.214113 0.154002 -0.277628 0.107234 0.156075 -0.321442 0.0885866 0.178184 0.231591 -0.373563 0.242075 0.265738 0.304342 -0.333382 0.13182 0.333879 0.25584 0.361758 0.230199 -0.0738265 0.363287 -0.132202 0.0531117 0.43187 0.497602 0.455636 0.124272 -0.396448 -0.330298 internal_count=39006 28537 10469 27088 10165 8383 25384 7614 5082 1449 22134 3908 3784 3309 1782 1704 3129 1186 2886 1967 3250 909 2532 1964 769 919 657 1630 21695 11086 Tree=225 num_leaves=31 split_feature=66 24 39 63 68 59 78 66 10 44 65 33 52 76 13 58 58 16 89 82 9 75 46 72 90 14 52 7 68 52 split_gain=59.0014 47.1399 18.2165 17.8894 15.4983 16.6735 17.4657 13.7045 13.4642 13.0104 11.7795 10.7033 10.6024 9.69376 9.38955 8.75908 9.28191 7.98239 7.48468 8.78299 7.00626 7.69981 7.47107 6.86227 6.21317 6.63349 5.92506 5.77638 5.77472 5.48425 threshold=2.5 0.5 0.5 3.5 5.5 7.5 0.5 6.5 1.5 0.5 0.5 4.5 2.5 0.5 1.5 9.5 1.5 1.5 0.5 0.5 0.5 8.5 0.5 1.5 2.5 1.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 4 8 7 5 6 11 -3 10 28 13 20 -4 17 15 16 23 29 19 27 21 22 24 -9 25 26 -2 -12 -8 -1 right_child=1 3 12 -5 -6 -7 9 14 -10 -11 18 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 26 7 12 3 4 5 28 23 8 9 27 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0300916 0.00766603 -0.0253199 -0.0443343 -0.0475831 -0.0459634 -0.0444663 0.0524939 0.000822793 -0.048363 -0.0277478 -0.0102032 -0.0541706 0.0108608 0.0427852 -0.0360163 -0.0528813 0.0618512 0.0186041 -0.0376156 0.0627474 0.0512754 0.0664381 0.05178 0.0680664 -0.0423846 -0.0469595 0.0523214 0.0385497 0.100155 0.0276691 leaf_count=6290 1622 3848 12810 2531 589 670 367 975 3624 123 886 279 360 142 484 201 298 174 461 228 323 120 234 122 179 299 198 257 151 161 internal_value=0 -0.0260226 -0.303561 -0.202287 0.164757 0.201628 0.242214 -0.112531 -0.208573 0.566907 -0.155341 0.152276 -0.417123 -0.224513 0.0650512 0.156114 0.220146 -0.249835 0.0656844 0.157924 0.185206 0.137369 0.0999226 0.0925755 0.0508432 0.0909943 0.130363 0.0348088 0.685675 -0.282255 internal_count=39006 13613 25393 8459 5154 4565 3895 5928 12223 641 8599 3254 13170 6767 2080 1596 1395 6625 1832 1371 2975 2652 2532 1097 2298 2119 1820 1143 518 6451 Tree=226 num_leaves=31 split_feature=56 10 16 32 65 85 41 24 14 85 47 39 35 58 39 33 61 76 84 37 66 0 63 63 87 32 33 66 8 46 split_gain=76.9845 62.0231 46.3074 39.8479 24.8156 22.7921 20.2348 19.5614 28.4593 25.0492 20.4193 17.3893 16.8705 14.1441 14.0282 12.8991 12.6921 12.172 12.1201 11.833 11.8791 11.9846 11.091 10.9109 10.0339 9.31084 9.24541 9.05989 8.78027 8.64229 threshold=0.5 3.5 1.5 0.5 0.5 1.5 1.5 1.5 0.5 0.5 0.5 1.5 4.5 1.5 2.5 8.5 9.5 1.5 0.5 2.5 0.5 2.5 5.5 2.5 5.5 2.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 -6 12 8 9 14 -11 22 15 17 23 16 19 24 -12 20 26 25 -2 -1 -9 29 -5 -10 -4 -22 right_child=11 -3 28 6 5 -7 -8 13 27 10 18 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 22 1 28 26 5 5 6 24 27 10 18 11 12 13 14 15 16 17 18 19 29 21 22 23 24 25 26 27 28 29 leaf_value=-0.0359712 -0.0430568 -0.0470845 -0.0474426 0.016856 -0.0220151 0.0154865 -0.00560693 0.0225553 0.0064498 -0.0142349 0.0266634 0.00295397 -0.0540831 -0.0455015 0.0204181 -0.0241198 -0.0433928 0.0737615 -0.0163223 -0.00926874 0.0308236 -0.00744042 0.0170128 0.0234981 -0.00826045 0.0450541 0.0374568 0.0256996 0.0202281 -0.0161843 leaf_count=3660 4918 3960 1455 2869 2517 897 978 3673 1049 897 1140 789 291 168 157 505 172 106 250 351 3533 259 138 132 272 1245 670 1600 143 212 internal_value=0 0.131363 0.143012 0.153161 0.0894258 -0.0837522 0.226635 0.120874 0.0601081 -0.0443461 0.0655172 -0.26337 0.244743 0.204351 -0.23392 0.250524 0.257638 0.217555 0.194527 0.262687 0.271914 0.322179 -0.376812 -0.306484 0.20286 0.337198 0.204723 0.18219 -0.38305 0.294825 internal_count=39006 33161 29201 27603 16518 3414 11085 13104 8885 6236 2287 5845 10107 4219 3949 9816 9311 4051 1390 9139 8788 5249 5056 3792 3945 4990 3539 2649 1598 3745 Tree=227 num_leaves=31 split_feature=56 91 10 14 39 63 85 13 84 87 39 23 33 53 20 66 33 55 33 8 59 55 47 47 15 55 71 8 73 8 split_gain=68.2525 50.1822 37.8089 28.1407 39.986 41.4772 34.9784 21.0586 18.7048 15.8664 15.128 13.0577 15.6278 12.4054 12.2444 12.3729 12.1676 12.0832 11.0697 11.0002 10.0526 9.65654 10.0009 12.827 11.035 9.11555 8.91311 7.78392 7.37888 7.3283 threshold=0.5 0.5 5.5 1.5 0.5 9.5 0.5 5.5 2.5 1.5 1.5 1.5 1.5 0.5 1.5 2.5 2.5 2.5 0.5 4.5 1.5 3.5 4.5 1.5 0.5 0.5 1.5 1.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 19 -1 16 -3 12 14 27 15 21 17 26 -12 -2 25 22 23 -6 -24 28 29 -13 -5 -8 right_child=7 10 -4 20 11 -7 9 -9 -10 -11 18 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=8 19 10 2 28 23 5 29 7 8 9 18 27 12 13 14 15 16 17 18 19 20 21 24 23 24 25 26 27 28 29 leaf_value=-0.0416364 -0.0430258 -0.0311156 -0.050304 0.025003 0.0226268 0.0307032 -0.0331254 0.0473403 0.0315661 0.0203631 0.00519693 0.00700073 -0.0395723 -0.0183389 0.0688561 -0.00744309 0.0390776 0.0375245 -0.0323581 0.0190292 -0.0414022 0.0693492 0.0252888 -0.00321435 0.0843811 0.0481917 0.0290051 0.0455041 0.0020129 -0.000187039 leaf_count=5445 5654 4290 2527 3808 3490 620 1746 125 132 736 1619 1760 300 1273 157 940 136 131 717 110 132 103 360 996 169 444 150 190 505 241 internal_value=0 0.0793097 0.112741 0.123715 0.0793575 -0.0531332 -0.132689 -0.32512 -0.353758 0.000759797 -0.155523 0.155358 0.197173 0.031611 0.211147 0.197229 -0.105022 -0.155523 -0.0334969 -0.384193 0.239117 0.222666 0.210139 0.185946 0.469348 0.2492 -0.207142 0.122143 0.223142 -0.251742 internal_count=39006 33117 26491 23964 19075 9337 8717 5889 5577 3140 6626 9738 6515 3223 6215 6058 2404 2268 2336 5764 4889 5118 5015 4486 529 4757 2137 1950 4313 1987 Tree=228 num_leaves=31 split_feature=23 87 8 24 14 25 61 87 59 10 17 59 66 52 70 25 47 91 24 15 47 87 85 47 47 65 23 41 23 85 split_gain=64.1859 41.5436 26.7104 22.7837 21.1032 15.3556 15.2809 13.901 13.528 12.3538 11.8459 10.717 10.5254 10.2008 9.21256 9.16463 8.24845 7.66041 9.79975 9.42666 8.2317 7.43674 8.41976 6.90588 6.62633 7.81281 6.34319 6.14667 6.08624 5.4615 threshold=2.5 0.5 0.5 0.5 1.5 0.5 1.5 2.5 0.5 1.5 0.5 3.5 0.5 0.5 0.5 0.5 4.5 0.5 5.5 0.5 0.5 1.5 3.5 2.5 2.5 0.5 0.5 3.5 0.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 5 4 -1 10 8 -2 12 -7 13 14 15 17 24 -5 21 18 20 -20 -3 28 -23 -9 25 -10 -6 -14 -15 -4 right_child=7 2 29 6 26 9 -8 23 11 -11 -12 -13 27 16 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=4 7 20 29 15 26 9 6 23 25 9 10 11 27 28 14 15 16 17 19 19 20 22 22 23 24 25 26 27 28 29 leaf_value=-0.0422725 -0.0435431 0.00661626 -0.0355054 -0.00254407 0.01912 0.0435999 -0.0282348 0.00895055 0.077187 -0.0448192 -0.0193253 -0.0521712 -0.0244508 0.0361623 -0.0260033 0.0376128 -0.028128 0.0359493 0.0673321 -0.0126684 -0.021843 0.0727313 0.00469679 -0.0445359 -0.0216127 0.012819 -0.0261174 0.0480029 -0.0231202 0.0287768 leaf_count=7749 11202 1764 1641 2102 534 725 2586 577 279 306 1152 265 2766 288 173 232 233 471 201 175 1421 406 132 373 117 149 591 113 181 102 internal_value=0 -0.0469289 0.085411 -0.155338 -0.31551 0.139008 -0.065974 -0.37598 0.00314761 0.37024 0.0809362 0.287448 -0.0583027 0.128204 0.383685 0.0500524 0.323727 0.061284 0.0170566 0.383561 -0.0358067 0.392309 0.569186 -0.0622924 0.500043 0.588866 0.0297844 -0.210862 0.156834 -0.296792 internal_count=39006 26854 9198 17656 8874 7455 8782 12152 6196 1031 6424 983 5213 5272 718 2334 1240 4032 3561 376 3185 1007 538 950 545 428 1125 2879 469 1743 Tree=229 num_leaves=31 split_feature=33 82 66 59 88 38 33 33 53 24 23 61 14 90 47 14 33 23 7 66 85 33 8 63 47 14 23 33 33 61 split_gain=370.278 30.2375 19.4429 15.2526 8.23307 3.95677 3.64087 2.57622 2.37142 2.08879 2.81072 1.70674 1.28892 0.972717 1.28968 0.679185 0.877444 0.431546 0.429934 0.895242 0.900518 0.402748 0.34892 1.29799 0.271368 0.24729 0.222886 0.151615 0.108486 0.12192 threshold=2.5 0.5 5.5 1.5 0.5 0.5 4.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 4.5 0.5 0.5 3.5 0.5 1.5 8.5 4.5 0.5 2.5 5.5 1.5 6.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=7 2 3 4 5 13 -6 22 9 10 -9 -3 21 15 -15 16 -2 -17 25 20 -20 -12 -1 -24 -19 27 -13 -11 -18 -30 right_child=1 11 -4 -5 6 -7 -8 8 -10 18 12 26 -14 14 -16 17 28 24 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_parent=22 16 11 2 3 6 5 6 10 8 27 21 26 12 14 14 17 28 24 20 19 20 21 23 23 24 25 26 27 29 29 leaf_value=-0.050724 0.04223 -0.0125643 -0.0432158 -0.0484086 -0.0290577 0.0177923 0.0305457 0.00195522 -0.0492761 -0.0517018 -0.0496717 -0.0612872 -0.00815483 0.0618195 0.0365705 0.0581352 0.0549504 0.0650538 -0.00116361 -0.0519841 -0.0422072 -0.0276613 -0.016164 -0.0497827 0.0774679 -0.0325823 -0.0436738 -0.0403096 0.0590093 0.0640072 leaf_count=27493 125 117 154 115 101 107 116 216 4347 932 511 129 164 134 131 129 118 110 151 284 170 125 194 1376 114 193 150 180 571 249 internal_value=0 0.400976 0.460336 0.49676 0.52382 0.562828 0.146394 -0.483528 -0.411202 -0.335955 -0.219777 -0.391354 -0.3541 0.58311 0.483385 0.603369 0.578661 0.672061 -0.425412 -0.336866 -0.204552 -0.438545 -0.503384 -0.439101 0.717001 -0.468174 -0.534705 -0.490861 0.597728 0.606304 internal_count=39006 2670 2274 2120 2005 1788 217 36336 7273 2926 1016 396 800 1681 265 1416 1063 353 1910 605 321 636 29063 1570 224 1305 279 1112 938 820 Tree=230 num_leaves=31 split_feature=10 59 41 39 56 2 41 38 10 66 32 59 75 39 37 56 21 23 61 59 61 69 58 65 61 23 15 14 37 71 split_gain=247.624 260.197 97.0417 37.604 26.7891 22.8012 20.0071 16.1958 14.5653 13.981 13.0969 12.8209 10.7583 10.485 9.12999 8.92504 9.10884 7.64819 8.51271 8.24539 7.56672 7.46898 7.20468 7.19275 9.29628 6.48527 6.06334 5.94236 5.86972 5.55041 threshold=4.5 2.5 0.5 2.5 0.5 2.5 2.5 6.5 2.5 1.5 1.5 7.5 2.5 0.5 2.5 1.5 1.5 6.5 1.5 0.5 2.5 0.5 3.5 1.5 1.5 3.5 4.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 6 5 7 10 8 13 -10 15 12 20 22 -2 16 27 18 19 -6 -3 -21 23 -1 -25 -16 -8 -4 -17 -18 right_child=14 11 3 -5 17 -7 26 -9 9 -11 -12 -13 -14 -15 25 28 29 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=23 14 20 27 3 19 5 26 7 9 9 10 11 12 13 25 28 29 17 18 21 20 21 22 24 24 25 26 27 28 29 leaf_value=-0.0334235 0.0562291 0.0404006 0.00437942 -0.0385444 0.00199928 0.0361837 0.0359766 0.0616743 0.0516434 -0.0495688 -0.0295271 0.0525123 -0.0330232 -0.0458629 0.0360668 0.062233 0.0362155 -0.0310001 -0.0272388 0.0633443 -0.00264329 -0.0122963 0.0349017 0.0267938 -0.0556718 -0.0347952 -0.00281489 -0.0240736 0.00435249 -0.0229374 leaf_count=9057 4061 761 1769 1938 755 217 952 215 120 188 849 2267 134 11456 177 121 479 593 348 187 155 100 222 445 217 105 155 711 119 133 internal_value=0 0.00536265 -0.131463 0.0807794 -0.270208 -0.320606 0.142696 -0.340541 -0.35093 0.139395 0.0432719 0.445607 0.288177 -0.369369 0.538171 0.0960272 0.052125 -0.00346096 0.0753291 0.172511 0.338793 0.447092 -0.293713 -0.307052 0.0143628 0.191852 0.317686 -0.0193968 0.416455 0.280367 internal_count=39006 34663 31346 7226 24120 22137 5288 21920 21705 308 4181 3317 1050 21397 4343 3332 3092 1983 1390 1042 916 287 9941 9719 662 282 1107 2480 240 612 Tree=231 num_leaves=31 split_feature=38 55 22 44 31 8 75 85 24 61 59 21 63 35 85 84 14 73 8 55 91 14 66 53 70 82 41 66 54 23 split_gain=106.967 33.9716 33.0129 20.4577 14.0588 18.9012 13.3305 13.1584 13.6294 10.7366 8.52494 8.46835 7.80747 7.7058 7.32701 7.16754 9.84968 6.8381 7.05883 8.26425 6.57202 6.47398 6.0966 7.826 6.42085 5.58108 5.57496 6.07567 5.07795 5.3454 threshold=0.5 2.5 0.5 2.5 1.5 4.5 10.5 1.5 2.5 0.5 0.5 1.5 0.5 3.5 2.5 0.5 2.5 3.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 3.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 7 4 9 6 13 20 15 10 -2 21 -3 17 -11 -9 -17 18 19 -6 22 26 23 24 28 -5 -4 -28 -1 -30 right_child=3 12 11 25 5 -7 -8 8 -10 14 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_parent=28 10 12 26 25 19 5 6 15 8 14 10 11 12 13 14 16 16 17 18 19 20 21 22 23 24 25 27 27 29 29 leaf_value=-0.0254246 0.0244176 0.0354465 0.0157937 0.0356051 0.0204126 -0.0457681 -0.0460335 -0.0159256 -0.0380504 -0.0313943 -0.020912 -0.0251489 -0.0227266 -0.0297991 0.015842 0.0274445 -0.0415139 -0.0229267 0.0683076 0.0637008 -0.0480552 -0.0147879 -0.037888 -0.0459311 0.0141588 0.0769351 0.094415 0.0185204 0.0603803 -0.0291047 leaf_count=4611 1009 411 716 198 667 243 189 2627 2842 1445 422 477 201 109 183 817 316 102 329 190 5917 303 11008 2450 513 140 148 121 142 160 internal_value=0 -0.231619 -0.260356 0.168359 0.106033 0.244146 0.315366 -0.301638 -0.169487 -0.0250397 0.126207 0.0772398 0.238699 0.365423 -0.203194 -0.0531627 0.135583 0.40144 0.436884 0.337883 -0.348812 0.17705 -0.31674 -0.238308 -0.174269 0.528688 0.277684 0.58566 -0.221684 0.196657 internal_count=39006 33780 33168 5226 4888 1829 1586 31403 6602 3059 1431 1765 612 1397 1628 3760 1133 1288 1186 857 24801 1288 18884 7876 5426 338 985 269 4913 302 Tree=232 num_leaves=31 split_feature=89 67 13 14 89 85 10 57 19 59 57 85 59 85 37 67 36 33 46 46 38 10 68 46 90 66 38 24 61 59 split_gain=149.287 99.3531 49.5682 29.2067 28.5019 28.3678 21.9763 23.9399 18.9225 18.5671 16.7568 17.3122 16.2113 19.1193 17.0239 15.1003 14.8074 13.1649 12.3318 10.4045 10.1869 10.0406 9.36983 8.01429 7.76588 7.47933 7.34907 7.33659 8.02159 7.22398 threshold=0.5 0.5 0.5 0.5 4.5 0.5 4.5 1.5 1.5 4.5 6.5 1.5 2.5 0.5 1.5 8.5 0.5 3.5 3.5 0.5 1.5 5.5 10.5 1.5 3.5 4.5 0.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 10 9 7 12 19 15 11 16 13 14 17 21 22 24 -7 -4 -18 23 26 25 -1 -3 29 28 -15 -2 right_child=4 5 8 -5 -6 18 -8 -9 -10 -11 -12 -13 -14 27 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 29 25 19 3 4 18 6 7 8 9 10 11 12 28 14 15 20 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0146076 0.0193665 0.027814 -0.0440475 -0.034307 0.0504943 -0.0224861 -0.045596 0.0572994 0.00531223 -0.0417496 0.066681 -0.015713 -0.0455178 0.0216755 0.06762 0.0637483 0.0464216 -0.0473006 0.0352686 -0.00113169 -0.00471336 -0.0478414 0.0595516 0.0460392 -0.051538 -0.00526297 -0.0165991 -0.0284954 -0.0385482 -0.0300959 leaf_count=2860 1195 1174 12722 4373 1408 1427 2372 280 669 514 215 661 1262 423 210 336 860 957 113 416 147 268 104 415 149 469 405 2030 289 283 internal_value=0 -0.0804907 -0.186432 -0.0731255 0.301344 0.192836 -0.00134668 0.039251 -0.363352 0.290358 0.205426 0.168818 -0.00178144 0.0334428 0.132334 0.32652 0.226603 0.0830905 -0.110671 -0.410418 0.391739 0.256153 0.111754 0.280442 0.123706 0.198685 0.0696922 -0.171821 0.0399368 0.143295 internal_count=39006 33728 29012 15205 5278 4716 10832 8460 13807 3176 3870 3655 8180 6918 4176 2662 2994 3966 1540 13138 1007 2326 1987 2058 3009 1643 1883 2742 712 1478 Tree=233 num_leaves=31 split_feature=66 63 61 61 39 10 52 59 46 14 58 13 38 37 14 33 46 57 61 15 36 7 28 90 61 39 70 58 7 17 split_gain=124.06 63.3727 59.5509 49.1643 35.1084 26.6877 22.7262 17.4087 15.5039 15.6915 15.3805 13.9034 13.4772 13.2791 13.413 11.6256 10.4356 10.2518 10.1167 13.2864 9.17836 8.68731 7.5591 7.16198 7.12818 8.10729 7.20159 6.82453 6.67331 6.04041 threshold=1.5 4.5 6.5 2.5 1.5 0.5 2.5 5.5 0.5 1.5 2.5 4.5 1.5 3.5 4.5 6.5 1.5 3.5 0.5 0.5 0.5 0.5 1.5 1.5 10.5 3.5 0.5 1.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 3 6 4 5 7 22 8 9 11 13 12 15 14 16 17 24 18 19 20 21 -2 23 27 25 26 -5 -1 -3 -21 right_child=1 28 -4 10 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 21 28 2 26 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 29 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0423156 0.00392978 -0.0519982 0.0308348 0.0423658 -0.0347606 -0.0221308 0.0203797 -0.0522212 -0.0208447 -0.0324993 0.0604131 -0.0523376 -0.0276928 -0.0377161 -0.0520756 -0.052201 -0.0252413 -0.0532458 0.0455619 0.0590084 -0.0245061 0.0405103 0.0116544 0.0238047 0.0598649 -0.0268482 0.0148292 0.00346879 0.00465233 0.0055883 leaf_count=19839 1025 2473 416 959 2828 2587 236 679 712 606 406 327 392 253 297 327 164 184 1199 442 378 390 300 153 241 165 473 273 105 177 internal_value=0 0.0754396 -0.290408 0.122616 0.0190981 0.081176 -0.358393 0.148067 0.172113 0.211184 0.327044 0.242132 0.262447 0.255969 0.289713 0.291138 0.317759 0.308427 0.323484 0.227235 0.11658 0.195115 -0.389163 -0.401163 0.349849 0.29679 0.329016 -0.410372 -0.455589 0.488129 internal_count=39006 17789 21217 15211 12253 9425 20801 6838 6159 5447 2958 4841 4514 2552 2299 4122 2002 3795 3611 2412 1793 1415 20565 20265 1838 1597 1432 20112 2578 619 Tree=234 num_leaves=31 split_feature=16 54 39 76 7 75 89 36 49 14 10 63 53 12 16 35 35 52 39 74 80 57 36 52 35 73 85 23 33 69 split_gain=59.5142 28.7582 20.4116 16.688 11.7268 11.6186 12.2482 10.6042 9.3078 8.97396 8.85922 8.19261 7.98312 7.97495 10.4844 7.87529 7.6496 7.11145 7.02955 6.18666 6.04801 5.99315 5.98018 7.05646 5.61106 5.51701 5.51631 8.35768 5.41939 6.70803 threshold=0.5 1.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 3.5 4.5 3.5 0.5 2.5 0.5 5.5 0.5 0.5 0.5 1.5 2.5 1.5 0.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 18 9 12 -5 13 10 11 16 -7 14 25 17 22 -4 20 21 -2 28 23 -1 -16 -6 -3 -28 29 -18 right_child=4 26 15 7 8 6 -8 -9 -10 -11 -12 -13 -14 -15 24 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=23 20 26 17 7 25 12 6 7 8 9 10 11 12 13 24 15 29 17 18 19 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.026739 -0.00409406 -0.00267047 -0.044012 -0.00414599 0.0218911 0.0657907 -0.0367406 0.0758055 -0.0120421 -0.0440818 -0.0407844 -0.0523003 -0.0234151 -0.0288294 0.0341445 0.00987148 0.025049 0.00783095 -0.0308017 -0.0522104 0.049841 -0.0453983 0.0114792 0.0395939 0.0919224 -0.0291956 -0.00293474 0.0637564 -0.0164294 0.0990683 leaf_count=3847 1995 866 14891 417 1596 192 561 133 804 3654 3773 759 108 197 114 299 556 335 1192 206 165 167 649 149 100 204 348 282 292 156 internal_value=0 -0.255691 -0.288939 -0.198195 0.051285 -0.230426 0.127668 0.276948 0.152756 -0.262221 -0.20861 -0.146924 0.424962 0.22041 0.259247 -0.404616 -0.107348 -0.422919 -0.0767127 0.1109 -0.000593708 0.191382 -0.177726 -0.232013 0.616498 0.180993 0.155868 0.348202 0.277575 0.406616 internal_count=39006 32639 31143 15618 6367 15068 861 550 3015 14207 10553 6780 300 2211 2014 15525 6021 15226 3352 1377 2160 1171 4644 3996 214 1800 1496 630 1004 712 Tree=235 num_leaves=31 split_feature=25 16 10 75 32 41 74 58 47 59 63 71 70 40 33 12 63 87 46 55 7 0 22 39 76 89 23 8 8 54 split_gain=66.1791 60.2153 44.8476 42.7013 33.0971 30.3784 27.8107 26.7238 25.0917 25.1322 21.9042 18.3953 17.4421 16.1824 14.9006 13.721 12.7366 12.5159 11.4779 11.1215 10.7782 10.2462 10.439 10.1907 9.99318 9.5485 8.26933 12.6467 7.99879 7.80048 threshold=1.5 1.5 3.5 2.5 2.5 2.5 3.5 2.5 1.5 0.5 4.5 1.5 0.5 0.5 4.5 2.5 4.5 8.5 1.5 2.5 2.5 1.5 0.5 3.5 3.5 2.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 11 -11 14 13 17 18 -6 -14 20 19 21 24 22 25 -2 29 -1 -13 -28 -3 -10 right_child=23 28 -4 -5 15 -7 -8 -9 12 10 -12 26 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=25 23 28 2 3 15 5 6 7 29 10 10 26 16 13 14 15 16 17 18 19 20 21 22 23 24 25 27 27 28 29 leaf_value=0.0141119 -0.0439777 -0.046892 -0.0463051 -0.0389031 0.0334797 -0.0370637 -0.0466755 -0.0406554 0.0325727 -0.0253247 0.0535228 0.0164967 -0.0143343 0.00261709 -0.0362839 -0.0413806 0.0233524 -0.0159524 -0.0452811 -0.0327456 -0.0199032 -0.0223787 -0.0190297 0.00101417 0.076103 -0.0394345 0.0434057 -0.00827838 0.0209557 0.00732286 leaf_count=7856 4138 2222 3077 1741 2494 1063 1006 537 4348 1871 102 1059 974 994 1115 125 429 131 313 223 262 281 387 259 124 347 832 134 111 451 internal_value=0 0.119542 0.132289 0.140899 0.150242 0.1268 0.13502 0.141343 0.148087 0.104117 -0.159318 0.124821 0.227958 0.261834 0.0919623 0.316834 0.0249895 0.293421 0.101554 0.107743 0.307835 0.115468 0.124759 -0.34884 0.319281 0.135231 0.255859 0.362079 -0.407656 0.30683 internal_count=39006 34609 32276 29199 27458 24839 23776 22770 22233 14520 1973 12547 7713 6310 10522 2619 1403 5316 9407 9094 5185 8871 8590 4397 4923 8203 2025 966 2333 4799 Tree=236 num_leaves=31 split_feature=59 85 14 13 8 76 33 13 0 14 68 55 25 13 39 47 84 78 20 82 33 84 39 60 61 26 39 87 16 63 split_gain=65.0768 44.5372 61.7718 50.7974 30.1248 18.2412 15.5413 15.1076 15.4718 14.0801 13.346 12.5283 10.3979 10.1221 10.0316 9.95222 9.73217 9.05362 8.96096 8.89244 11.3696 8.84811 8.55527 8.03857 7.93407 7.71595 7.53476 8.42903 9.88143 7.53919 threshold=1.5 0.5 0.5 1.5 9.5 1.5 1.5 10.5 2.5 1.5 2.5 2.5 0.5 1.5 0.5 3.5 4.5 2.5 1.5 2.5 0.5 2.5 0.5 0.5 1.5 0.5 6.5 4.5 0.5 12.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 21 7 16 8 9 10 11 12 17 -13 -5 -10 23 18 19 20 26 22 -1 25 -9 -4 27 28 29 -3 right_child=-2 5 6 14 -6 -7 -8 24 15 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 0 29 25 14 4 5 6 24 15 9 10 13 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0482009 -0.0449135 0.00815336 0.0113636 -0.0348212 0.0427204 -0.0525473 -0.0317692 0.0291126 -0.045526 0.0272521 -0.0511483 0.0129615 -0.0166868 0.070322 0.0147706 0.0194668 0.0426961 -0.0412399 0.0543658 0.0485367 -0.00679616 0.018861 -0.0254289 -0.0379852 0.0718361 0.0440146 0.0319167 0.0248156 -0.0220291 0.0336667 leaf_count=8514 4764 4706 3905 515 107 339 714 736 605 2186 476 194 807 154 1734 183 297 174 152 202 1319 123 2847 400 164 394 513 918 575 289 internal_value=0 0.0766175 -0.0272394 -0.188037 -0.334781 0.142345 0.124679 0.149181 0.132226 0.143452 0.112906 0.120307 0.106222 0.43195 0.0937489 -0.242474 0.151698 0.120165 0.126709 0.118335 0.108705 -0.383723 -0.40409 0.122846 0.374464 0.137263 0.134956 0.115792 0.0828541 0.10391 internal_count=39006 34242 19550 13840 11591 14692 5710 14353 13453 12665 10479 10003 9655 348 2249 788 4996 8848 8674 8522 8320 11484 11361 4699 900 4299 7001 6488 5570 4995 Tree=237 num_leaves=31 split_feature=23 87 8 85 59 14 25 59 41 17 66 39 87 61 47 61 41 51 3 52 84 13 10 47 39 39 55 16 85 47 split_gain=59.6071 35.8566 27.3981 20.4913 17.4423 17.2898 14.3946 13.1883 13.9814 14.6718 12.9857 12.7933 12.2882 9.2018 9.60685 8.66111 9.05693 8.44179 7.15914 6.51664 5.90066 6.01484 5.8212 5.62732 5.52462 5.47062 6.49763 5.25685 5.24479 6.6161 threshold=2.5 0.5 0.5 0.5 0.5 1.5 1.5 1.5 2.5 0.5 0.5 1.5 2.5 1.5 5.5 1.5 0.5 0.5 1.5 1.5 2.5 4.5 0.5 2.5 0.5 0.5 0.5 0.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 6 5 15 11 7 8 9 13 -7 20 -2 14 19 16 25 27 -8 22 21 -1 -3 -14 -9 26 -5 -6 29 -27 right_child=12 2 -4 4 17 10 18 24 -10 -11 -12 -13 23 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_parent=21 12 22 2 26 27 10 18 24 8 9 10 11 23 13 14 15 16 17 18 19 20 21 22 23 24 29 26 27 28 29 leaf_value=-0.0434761 -0.0425142 0.0182959 -0.0315903 -0.0375871 0.0273272 0.0185994 0.0672706 0.0220886 0.0675195 -0.0240148 -0.0348532 -0.0075891 0.00744075 -0.0158752 -0.0344744 -0.0362831 0.0242431 0.0840567 -0.0115137 0.063053 0.0149047 0.0285454 -0.0159368 -0.0418735 0.0975125 0.0198928 0.0332512 -0.0393726 -0.0204399 -0.03942 leaf_count=8495 11124 3522 1720 964 683 809 245 137 168 1170 912 1564 559 856 432 1106 613 128 208 154 119 100 450 376 109 899 132 173 784 295 internal_value=0 -0.0414769 0.0813643 -0.143592 -0.0119226 -0.243294 0.134515 0.103406 0.081334 0.0583097 0.0105217 -0.31998 -0.366891 0.108249 0.149118 -0.0925049 -0.0329437 0.30988 0.538822 0.175717 -0.396811 -0.417645 0.15507 -0.0659228 0.665685 -0.107556 -0.284982 0.191787 -0.0186555 0.103552 internal_count=39006 26947 9171 17776 5777 11999 7451 6998 6752 6584 1721 10278 12059 5414 4558 4793 3687 984 453 4126 8714 8595 3972 935 246 3074 1096 856 1978 1194 Tree=238 num_leaves=31 split_feature=33 82 66 25 85 33 53 23 33 47 82 33 31 21 71 14 23 85 23 14 7 8 63 53 23 39 23 63 39 23 split_gain=340.263 28.2565 18.0858 13.1743 6.98382 3.54405 3.08587 3.19203 2.53644 1.63379 1.50945 1.22464 1.05759 1.271 1.43187 2.56088 1.42517 1.20212 0.382274 0.423713 0.369341 0.341822 1.35557 0.335438 0.163377 0.147289 0.0825826 0.0820246 0.0754401 0.156156 threshold=2.5 0.5 5.5 1.5 0.5 1.5 0.5 0.5 4.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 4.5 0.5 0.5 8.5 4.5 0.5 1.5 0.5 3.5 17.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=5 2 3 4 8 11 7 -7 9 -2 -3 21 13 14 15 16 17 -13 19 23 -9 28 -23 -10 -18 -17 -15 -24 29 -1 right_child=1 10 -4 -5 -6 6 -8 20 18 -11 -12 12 -14 26 -16 25 24 -19 -20 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 9 10 2 3 4 7 6 20 23 9 10 17 12 26 14 25 24 17 18 19 20 22 27 23 24 25 26 27 28 29 leaf_value=-0.0483057 0.0149009 -0.0199367 -0.0380222 -0.0266054 0.013121 0.0162283 -0.0488658 -0.0457545 0.0584887 0.0499148 -0.0570119 -0.00362637 -0.0514585 -0.0514604 -0.0517971 0.0127935 -0.03883 -0.0439854 0.0483924 0.0643365 -0.0224852 -0.0146026 -0.051233 0.0501787 -0.0520929 -0.00401225 -0.0417324 -0.041449 -0.0512237 -0.0514782 leaf_count=7279 111 176 161 125 200 136 1032 214 907 117 229 214 2187 1244 540 132 229 206 126 331 186 188 1176 196 513 162 280 227 13610 6572 internal_value=0 0.38843 0.447359 0.485282 0.517103 -0.476962 -0.284362 -0.117372 0.551338 0.347627 -0.384701 -0.487793 -0.427537 -0.383964 -0.324313 -0.263822 -0.35291 -0.191649 0.57698 0.586506 -0.346705 -0.500428 -0.435684 0.567458 -0.475186 0.0448114 -0.498631 -0.496593 -0.504398 -0.496717 internal_count=39006 2679 2274 2113 1988 36327 1568 536 1788 228 405 34759 5707 3520 1996 1456 1162 420 1560 1434 400 29052 1591 1103 742 294 1524 1403 27461 13851 Tree=239 num_leaves=31 split_feature=10 59 41 39 59 3 14 13 14 41 41 13 87 0 40 33 7 66 8 66 85 16 10 89 70 34 45 39 37 72 split_gain=221.688 227.388 81.5257 34.4304 26.3979 22.6009 16.85 15.4915 12.4766 12.4352 11.1222 10.7424 10.3539 11.4297 10.3353 9.8442 9.43795 8.83486 7.90462 9.84248 8.37047 7.90447 7.83036 10.0833 7.82382 7.3172 6.70057 6.50246 6.09161 5.46119 threshold=4.5 1.5 0.5 2.5 7.5 1.5 1.5 1.5 1.5 2.5 6.5 4.5 0.5 1.5 0.5 1.5 0.5 2.5 3.5 3.5 0.5 0.5 2.5 1.5 1.5 4.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 6 10 7 9 8 15 11 12 16 14 -14 -3 22 18 -2 19 20 -4 -8 27 -24 -9 26 -7 29 -19 -1 right_child=17 4 3 -5 -6 25 21 24 -10 -11 -12 -13 13 -15 -16 -17 -18 28 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 17 14 20 3 4 26 21 24 8 9 10 11 13 13 14 15 16 28 18 19 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.0101645 0.0554003 0.034236 0.0263745 -0.0409709 0.0510408 0.00484583 -0.0409088 -0.0483307 -0.0464754 0.0323334 0.0567847 -0.0499215 -0.0248973 0.0438557 -0.00624153 -0.0456466 -0.00674599 0.0387872 -0.0416738 0.0491517 -0.0121082 0.0395776 0.0497549 -0.0547137 0.0367303 -0.0352658 0.0641401 -0.0321183 -0.0254582 -0.0405453 leaf_count=5455 4058 906 618 1839 2295 324 665 7295 3357 872 229 386 433 134 359 2165 1160 149 155 410 549 101 142 133 155 113 144 3298 117 990 internal_value=0 0.00926588 -0.139259 0.0680107 0.373987 -0.27112 0.130152 -0.297256 -0.242643 0.170116 0.21469 0.0833439 0.158489 -0.0813568 0.247784 -0.199318 0.114224 0.529248 0.205828 0.239506 0.130307 -0.280662 -0.164033 0.228304 -0.46142 0.203207 0.341468 -0.184953 0.178994 -0.132253 internal_count=39006 34682 30326 6755 4356 23571 4916 22990 15540 4150 2061 3278 1832 567 1265 12183 2892 4324 1732 1577 1167 766 10018 275 7450 581 468 9743 266 6445 Tree=240 num_leaves=31 split_feature=49 55 22 31 8 12 26 82 39 68 66 10 14 31 16 55 44 84 49 85 44 85 61 75 13 16 80 9 35 13 split_gain=94.4474 32.4441 18.9124 16.5538 18.1361 14.4516 12.2782 11.4668 11.2917 9.9949 9.58473 9.84938 9.30577 8.52376 7.6761 10.3553 9.4472 7.66007 8.32294 7.49809 7.43415 7.28598 7.19842 7.27073 6.96548 6.69625 5.81371 7.09604 5.15307 4.85073 threshold=0.5 0.5 0.5 1.5 10.5 9.5 2.5 8.5 1.5 5.5 1.5 3.5 1.5 3.5 1.5 10.5 0.5 8.5 3.5 1.5 1.5 4.5 0.5 2.5 0.5 0.5 0.5 0.5 1.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 8 17 5 7 14 9 10 28 11 12 19 25 15 16 -3 18 22 26 21 -12 23 -2 -23 -4 27 -1 -5 -21 right_child=3 6 13 4 -6 -7 -8 -9 -10 -11 20 -13 -14 -15 -16 -17 -18 -19 -20 29 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 23 16 25 28 4 5 6 7 8 9 21 11 12 13 14 15 16 17 18 29 20 24 22 23 24 25 26 27 28 29 leaf_value=-0.0211223 0.013161 -0.0136879 -0.0238691 0.0405385 -0.0460162 -0.0554645 -0.0552381 0.0918904 -0.0435569 -0.0418115 -0.0390039 -0.0509077 -0.042483 0.0430382 0.0663156 0.0355929 0.0506531 -0.0400635 0.0301954 0.026559 0.0225929 0.067001 -0.0195988 -0.0618312 -0.0379483 0.0238031 0.0349877 0.0273746 0.0110219 -0.0277307 leaf_count=4882 1230 2274 901 1032 221 157 687 144 8655 261 9364 2582 1352 218 147 207 153 193 276 813 112 111 1281 119 143 265 240 396 304 286 internal_value=0 -0.227548 -0.276422 0.138846 0.27319 0.32477 0.0552045 0.361456 -0.306719 0.313619 -0.258687 -0.177168 -0.134266 0.0354161 0.113609 0.069359 -0.0543346 0.0161901 0.0511848 -0.0819785 -0.347154 -0.367508 -0.0173223 0.0885598 0.157873 -0.0863296 -0.142077 -0.170535 0.34811 0.158366 internal_count=39006 33788 30320 5218 2119 1898 3468 1741 28936 1597 20281 10551 7969 1384 2781 2634 2427 3099 2906 6617 9730 9618 2630 1349 254 1166 5518 5278 1336 1099 Tree=241 num_leaves=31 split_feature=68 29 46 34 89 68 13 47 77 59 14 87 59 77 57 85 10 41 13 75 23 10 57 70 88 10 90 57 18 29 split_gain=140.538 93.5259 59.7832 60.8367 35.0218 30.795 28.0458 20.8209 14.7981 14.468 14.1178 13.0278 12.9181 12.6543 13.7107 12.5007 13.9847 11.0749 10.571 10.5545 9.86475 9.5479 8.39573 8.38146 7.7488 7.88499 7.64817 7.45665 7.39346 7.09582 threshold=0.5 0.5 0.5 6.5 1.5 8.5 0.5 2.5 0.5 6.5 2.5 0.5 7.5 5.5 3.5 1.5 6.5 2.5 2.5 1.5 2.5 5.5 2.5 1.5 2.5 4.5 1.5 3.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 7 8 12 19 -5 18 17 15 14 -9 16 22 24 21 23 -10 29 26 27 25 -4 -2 -1 -6 -3 right_child=5 10 11 9 28 -7 -8 13 20 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 26 29 25 9 28 5 6 14 20 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0304753 0.0369413 0.0402818 0.0260115 0.0724491 0.00343095 0.0575401 -0.0433511 -0.0280519 0.0322168 -0.036497 -0.0435028 -0.0209506 -0.0406877 0.0436237 0.0349486 -0.00162643 -0.0432734 -0.0296622 -0.0363809 0.0173362 -0.0167944 -0.0525295 0.0617327 0.00657482 0.0749082 -0.0531545 -0.0136394 0.0388097 0.0480935 -0.000886581 leaf_count=12282 1787 1609 1216 256 553 1040 13542 841 365 114 200 452 254 114 122 483 305 266 173 459 474 213 377 498 115 199 119 235 150 193 internal_value=0 -0.074474 -0.150423 -0.219792 -0.25373 0.30492 -0.29408 0.221722 -0.193298 0.561091 0.28689 0.155632 0.300186 -0.0318324 -0.141143 0.323046 0.370633 0.224206 0.319934 -0.239264 0.084599 0.347253 0.396271 -0.264995 0.27275 0.232151 0.338548 -0.292078 0.140795 0.367361 internal_count=39006 33564 31176 28928 28558 5442 27855 4402 14313 370 2388 2248 3325 1077 963 3071 2588 1796 2188 13474 839 2015 2283 13015 1530 1415 1906 12517 703 1802 Tree=242 num_leaves=31 split_feature=40 35 58 90 52 0 66 37 63 35 58 29 61 31 59 23 25 87 9 77 1 13 40 39 61 61 40 54 66 23 split_gain=115.167 80.3355 46.5769 26.6187 24.6709 23.0639 20.5661 18.6235 17.5318 16.9236 19.1336 13.5643 11.9668 11.4155 10.8966 9.0729 9.97769 8.88055 8.43593 8.40971 8.42174 9.52587 8.04187 7.79707 8.609 6.84484 6.7803 7.78332 7.28425 6.46954 threshold=0.5 1.5 1.5 4.5 4.5 2.5 1.5 1.5 5.5 8.5 8.5 0.5 8.5 2.5 7.5 2.5 0.5 0.5 0.5 0.5 0.5 4.5 2.5 1.5 0.5 3.5 1.5 0.5 3.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 11 6 12 8 14 10 13 23 22 17 19 16 -13 -3 -4 20 21 26 -2 24 -1 -9 28 -28 -8 -26 right_child=5 9 18 -5 -6 -7 7 25 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31 leaf_parent=24 22 17 18 3 4 5 28 25 8 9 10 16 12 13 14 15 16 17 18 19 20 21 22 23 29 25 27 27 28 29 leaf_value=-0.039612 -0.0266847 0.0129849 0.036686 0.0353015 0.0386763 0.049309 0.00156908 -0.0403575 -0.0477284 0.044299 0.070834 -0.00113132 0.0354669 -0.0325662 -0.0527414 -0.0426637 0.0875518 -0.0236968 -0.0345131 0.00373595 0.0897017 -0.0425965 0.0388427 -0.0484283 -0.0145855 0.0129266 0.0757007 0.0307126 0.0399386 -0.0438649 leaf_count=12339 2409 1558 546 162 100 738 419 678 267 365 104 879 120 658 229 632 173 588 114 399 150 169 108 8100 4218 214 273 192 699 1406 internal_value=0 -0.1659 -0.268302 -0.311092 -0.332638 0.209978 0.139994 0.231723 0.300148 0.122576 0.0484411 -0.351671 -0.100223 -0.00167183 0.339205 -0.0343026 0.15059 0.0638494 0.274034 0.362077 0.410429 0.373304 -0.202221 -0.376019 -0.331844 -0.171248 0.400819 0.564962 0.302172 -0.216167 internal_count=39006 31942 28669 28009 27847 7064 6326 3689 2797 3273 2908 27747 2637 2804 2530 1684 1052 2146 660 2301 1902 1752 2517 26063 17963 892 1583 465 1118 5624 Tree=243 num_leaves=31 split_feature=7 39 42 23 63 66 24 33 89 65 13 46 52 77 13 16 66 0 41 65 10 24 14 10 14 76 59 57 23 74 split_gain=51.7992 30.7242 26.3185 17.3064 15.4578 18.457 13.6144 14.3727 12.6281 13.6466 10.4986 10.4448 10.0822 8.97317 8.63781 8.05741 7.96382 7.19742 7.04443 6.93296 6.8717 7.20845 6.84511 6.48887 7.86196 7.4333 6.4033 6.25353 6.29866 5.44921 threshold=0.5 0.5 0.5 15.5 3.5 2.5 0.5 4.5 1.5 1.5 0.5 0.5 7.5 0.5 2.5 3.5 11.5 0.5 0.5 2.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 6 4 5 13 7 8 9 11 16 17 -3 23 15 18 20 29 19 22 21 26 -8 24 25 -1 -7 28 -15 -2 right_child=2 12 -4 -5 -6 10 14 -9 -10 -11 -12 -13 -14 27 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 29 12 2 3 4 26 22 7 8 9 10 11 12 28 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0188176 0.0102789 -0.0427901 -0.0437506 0.0539049 -0.0512273 0.0408466 0.00669969 -0.0527822 -0.0301263 0.0676128 -0.0289315 0.0656342 0.0418003 -0.0294008 -0.0420501 0.0364014 0.057861 0.0464348 -0.0289153 0.055446 -0.0252439 -0.00848772 -0.0399812 -0.0502809 -0.0458527 0.0419635 -0.0285004 -0.0472862 0.0478592 -0.0540498 leaf_count=4020 1690 13630 1791 226 1776 667 1564 593 687 447 744 242 111 116 878 226 166 312 1124 190 624 770 550 3010 1760 123 238 245 295 191 internal_value=0 -0.253663 0.0241625 -0.150236 -0.172325 -0.13104 0.0788064 0.190375 0.230125 0.27994 0.0548961 0.200968 -0.411577 -0.232112 -0.0520053 0.00258527 0.143083 0.137897 -0.0570243 0.0375032 0.0766688 0.164071 -0.0212821 -0.273141 -0.223435 -0.151867 0.317467 0.111626 0.269325 0.0688755 internal_count=39006 28521 10485 14780 14554 12778 8694 4162 3569 2882 3209 2435 13741 9569 4532 3654 2465 2193 3428 2304 2299 1675 2114 8913 5903 4143 905 656 411 1881 Tree=244 num_leaves=31 split_feature=59 10 74 16 32 24 14 85 12 8 47 33 76 24 13 58 47 84 33 52 63 37 0 55 71 8 39 14 42 63 split_gain=59.9806 51.1568 45.8736 37.861 31.0036 20.6691 23.8211 33.7263 18.5761 15.0755 14.3328 14.6367 13.2458 12.93 12.7111 11.7499 11.399 11.974 11.3957 11.3737 10.3251 8.90726 8.87182 9.5362 8.77218 11.7407 8.7471 8.49872 11.5909 7.87213 threshold=1.5 3.5 1.5 1.5 0.5 1.5 0.5 0.5 2.5 2.5 2.5 4.5 3.5 4.5 2.5 2.5 0.5 0.5 0.5 0.5 4.5 2.5 1.5 3.5 0.5 0.5 2.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 14 10 13 11 18 15 -2 29 22 -9 -18 19 21 -4 27 23 -7 25 -8 -20 -6 -29 -1 right_child=9 -3 20 -5 8 12 24 16 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=29 13 1 20 3 27 23 25 16 8 9 10 11 12 13 14 15 17 17 26 19 20 21 22 23 24 25 26 28 28 29 leaf_value=-0.0366888 -0.0462216 -0.0464047 -0.036594 -0.039044 0.0127214 0.0194222 -0.00909517 -0.00881159 -0.0352233 0.0324804 0.0317323 -0.0349497 0.0743315 0.0215666 0.0135731 -0.0510467 0.0216559 -0.0151046 0.019567 0.00232205 0.0124687 -0.0317098 -0.00772507 -0.040524 0.0239327 0.0178264 0.0441638 0.0333599 0.00571624 0.00395322 leaf_count=4111 4461 4177 2398 1392 2009 4077 959 1010 360 169 2927 548 100 135 182 179 1348 368 969 1282 171 129 470 107 1207 873 645 1571 450 222 internal_value=0 0.111978 0.121979 0.135238 0.143764 0.0866162 0.0283784 -0.0576611 0.209034 -0.320801 0.217564 0.179973 0.166702 -0.391088 -0.257937 0.15439 0.0603042 0.145795 0.189932 0.156338 -0.274372 0.196157 0.164064 0.184482 0.136284 0.0614928 0.314428 0.206663 0.272752 -0.318957 internal_count=39006 34241 30064 27495 26103 15213 10280 7241 10890 4765 10530 7603 4933 4596 4515 4833 2726 1716 7055 5441 2569 4159 4654 4184 3039 1832 1614 4030 2021 4333 Tree=245 num_leaves=31 split_feature=59 10 91 39 14 85 8 33 42 13 23 29 8 42 42 78 41 47 0 23 24 66 24 85 8 13 66 85 47 58 split_gain=59.7961 38.4377 35.7514 30.3954 34.4574 41.8359 22.7291 17.8787 16.5006 14.7754 14.4162 14.1283 11.6039 14.0135 9.43164 9.30684 7.94744 7.53933 12.2194 9.25213 13.9952 10.8631 8.15293 7.21345 7.18612 8.46314 8.28416 7.42819 6.93093 6.50757 threshold=1.5 5.5 1.5 1.5 0.5 0.5 8.5 0.5 1.5 2.5 1.5 0.5 18.5 0.5 6.5 0.5 2.5 4.5 0.5 0.5 2.5 1.5 1.5 2.5 0.5 1.5 2.5 3.5 3.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 10 9 -1 11 17 13 15 16 24 29 18 -5 20 -19 -22 -20 -4 26 28 27 -7 -26 -6 right_child=-2 -3 23 7 14 12 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 19 22 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=9 0 1 23 18 29 27 6 7 8 9 10 11 12 13 14 15 16 20 22 19 21 21 22 23 28 25 26 27 28 29 leaf_value=-0.0415448 -0.0440812 -0.0480682 -0.0377234 0.0249404 0.015021 -0.00897869 0.0404313 -0.00135453 0.0380218 0.0104867 0.00626486 0.0778469 0.041146 0.0176061 0.0508953 -0.0420968 -0.0529375 -0.00271436 0.038518 0.00877048 0.0975876 0.0370293 -0.0126704 0.0166375 -0.0068993 0.0601854 -0.0338145 0.0269258 0.0274998 -0.0556948 leaf_count=7330 4779 3593 1847 3898 5114 1345 102 1861 172 420 2119 127 179 1096 153 569 145 145 134 271 198 213 582 238 610 115 1056 222 252 121 internal_value=0 0.0750424 0.0856822 0.099891 0.0378124 -0.0487469 -0.261942 0.179416 -0.31629 -0.35711 0.213744 0.255381 0.0506743 0.0267799 0.15294 -0.0475792 0.135088 0.240346 0.21576 0.415949 0.547376 0.706437 -0.0213428 -0.308781 -0.0180005 0.106065 -0.0921812 -0.0232561 0.0476404 0.143552 internal_count=39006 34227 30634 28549 19001 13468 8024 9548 7922 7750 7687 5568 5444 5265 5533 4169 5380 5441 4614 827 556 411 716 2085 3600 977 2623 1567 862 5235 Tree=246 num_leaves=31 split_feature=23 8 87 24 14 14 39 48 87 24 47 61 39 78 14 41 85 59 55 15 14 39 61 74 15 0 39 24 71 52 split_gain=55.2422 32.3101 34.6074 22.8271 15.0354 14.013 15.2796 13.6492 12.9329 11.9073 11.1951 10.3916 9.78954 9.04387 8.82577 8.76002 8.56145 8.40272 8.12424 7.46999 7.22616 7.78083 7.01834 6.80971 9.67559 7.33675 6.68524 6.6463 6.60588 6.10873 threshold=2.5 0.5 0.5 1.5 7.5 1.5 1.5 0.5 3.5 5.5 4.5 1.5 5.5 2.5 14.5 0.5 2.5 0.5 2.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 5.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 13 7 15 9 27 22 11 20 16 18 -6 -7 19 -8 26 -11 21 28 29 24 25 -23 -1 -2 -5 -4 right_child=8 -3 5 10 14 6 17 -9 -10 12 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 27 1 29 28 14 15 17 7 8 19 10 11 12 13 14 15 16 17 18 19 20 25 22 23 24 25 26 27 28 29 leaf_value=-0.0397314 -0.0436556 -0.0332122 0.00237189 -0.0286357 0.045688 0.0361653 -0.00767161 -0.041153 -0.000289473 0.0882302 -0.0501741 -0.018634 -0.000298023 0.0473159 -0.0188339 0.0868488 0.00213412 0.0525671 0.0370121 0.0159344 0.0451113 0.0363001 -0.0251014 0.0593721 -0.0134569 -0.0210425 -0.0182312 0.00494193 0.0408072 0.0275117 leaf_count=6923 11177 4182 3089 560 227 517 643 694 659 247 488 1188 278 136 286 187 151 133 156 139 326 783 660 149 651 209 3061 302 111 694 internal_value=0 -0.0394594 -0.00019991 -0.108759 -0.227207 0.128372 0.324842 0.0655371 -0.358024 0.0988036 0.034594 0.0689118 0.350854 -0.279071 0.166615 0.54197 0.532879 0.0690004 -0.297554 0.699638 0.140128 0.0881398 0.040044 0.169175 0.113752 0.265962 -0.31672 -0.411974 -0.162597 0.0770281 internal_count=39006 26868 22686 15254 10789 7432 1480 5952 12138 5258 4465 3977 815 10276 513 704 537 776 10140 386 2789 2463 4443 1792 1643 992 9984 11479 671 3783 Tree=247 num_leaves=31 split_feature=33 42 66 33 53 53 47 74 42 63 61 33 33 24 53 66 47 23 8 63 33 35 14 91 13 91 23 24 23 53 split_gain=305.673 20.83 15.3597 11.0844 7.64972 5.29859 5.27665 4.75984 5.02576 4.09749 4.27422 2.53629 0.85845 1.11627 1.31465 1.63591 1.59168 0.904801 0.362714 1.31062 0.322376 0.161632 0.108765 0.177746 0.104061 0.115837 0.0787485 0.0709796 0.133367 0.194617 threshold=3.5 0.5 5.5 1.5 2.5 1.5 2.5 0.5 0.5 0.5 0.5 5.5 0.5 0.5 0.5 2.5 0.5 0.5 8.5 4.5 7.5 0.5 0.5 0.5 0.5 1.5 5.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 4 12 11 7 -3 8 9 10 -5 -2 18 14 15 16 17 -14 27 -20 -13 -16 -15 -24 25 -22 -21 28 29 -1 right_child=1 6 -4 5 -6 -7 -8 -9 -10 -11 -12 20 13 22 21 -17 -18 -19 19 26 24 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 11 6 2 10 4 5 6 7 8 9 10 20 17 22 21 15 16 17 19 26 25 21 23 23 24 25 26 27 28 29 leaf_value=-0.0460823 0.0346563 0.0135688 -0.0384436 0.0529002 0.00223577 -0.0514353 -0.0539468 -0.0542313 -0.0488656 -0.0272702 -0.00545005 0.0504832 -0.0149112 -0.0514673 -0.0513751 -0.0521721 0.00753758 -0.0524785 -0.0150027 -0.0511758 0.0588825 -0.0396474 -0.0489799 -0.0353266 0.0628281 0.0527557 -0.0416604 -0.0510587 -0.0513923 -0.0514003 leaf_count=3319 171 103 103 186 123 996 204 284 148 211 195 191 107 2122 1090 326 193 194 194 1137 913 502 886 272 200 142 258 15347 5743 3146 internal_value=0 0.412876 0.475305 -0.463911 0.512838 -0.196526 -0.225687 -0.0789737 0.0202536 0.136071 0.280382 0.547035 -0.488832 -0.43687 -0.362869 -0.261944 -0.158312 -0.315112 -0.49969 -0.431434 0.576709 -0.476302 -0.494229 -0.458319 0.588786 0.580499 -0.494956 -0.503912 -0.494941 -0.481048 internal_count=39006 2150 1843 36856 1740 2020 307 1024 740 592 381 1617 34836 5692 2412 820 494 301 29144 1589 1446 1592 3280 1158 1255 1055 1395 27555 12208 6465 Tree=248 num_leaves=31 split_feature=10 59 41 39 10 59 56 66 14 39 42 6 33 61 13 8 77 85 86 2 85 51 26 37 38 61 56 58 67 47 split_gain=208.69 194.465 68.9775 34.2128 32.8483 25.5428 19.0203 18.8687 15.7453 13.5321 12.9486 11.6785 10.4187 10.996 10.8259 10.9161 11.1673 10.2676 11.0166 9.98174 9.22427 9.2673 7.75826 7.38923 7.34492 7.2587 6.24945 7.08863 9.51849 7.3738 threshold=5.5 1.5 0.5 2.5 2.5 6.5 0.5 2.5 2.5 0.5 3.5 1.5 1.5 5.5 5.5 10.5 0.5 0.5 3.5 1.5 7.5 0.5 0.5 3.5 5.5 3.5 0.5 1.5 1.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 8 6 11 9 22 10 19 12 17 13 14 15 16 20 25 -19 24 21 26 -6 -2 -1 -3 27 28 29 -4 right_child=23 5 3 -5 7 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 23 25 29 3 22 5 6 7 8 9 10 11 12 13 14 15 16 18 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0283683 0.0555447 0.0393604 0.0348579 -0.0423336 0.0141921 0.0482995 -0.0036585 -0.0452124 -0.0415285 -0.0442859 -0.0482164 -0.0354385 -0.0148917 -0.0273746 -0.0459295 -0.0526989 -0.00890136 -0.00828243 0.0506961 0.0273156 -0.033589 4.08924e-05 0.0711667 0.00127598 0.0525425 -0.0120069 0.0550616 0.0595568 -0.0230704 -0.0231115 leaf_count=9647 3892 909 1178 1843 204 2356 1751 270 515 11443 302 195 506 391 295 152 416 621 115 187 106 233 190 108 125 129 424 230 131 142 internal_value=0 0.00463373 -0.131099 0.0585566 -0.253138 0.349648 -0.290019 0.238032 0.119402 -0.334515 0.147825 0.186269 0.168719 0.203167 0.230009 0.249321 0.267097 0.227266 0.043748 -0.247464 0.307646 0.328291 0.453901 0.539591 -0.271563 0.341505 0.370306 0.312183 0.256712 0.308495 internal_count=39006 35006 30681 6864 23817 4325 23153 664 5021 21402 4506 1969 4204 3698 3307 3012 2860 1774 736 9959 2444 2338 394 4000 9772 1038 2105 1681 1451 1320 Tree=249 num_leaves=31 split_feature=38 85 31 8 39 42 16 12 86 7 55 58 8 31 53 49 66 35 82 18 14 22 8 24 53 61 49 61 39 14 split_gain=97.1647 26.647 16.6702 17.7003 16.2132 14.5968 18.3814 10.4786 10.3212 9.23468 9.11893 8.71676 8.81031 9.94839 8.41115 8.39753 7.4541 7.38447 7.6391 8.28552 7.32517 6.97071 6.89578 6.78848 9.05221 6.51058 8.13413 6.37841 6.24923 6.11567 threshold=0.5 1.5 1.5 4.5 2.5 0.5 0.5 8.5 0.5 0.5 2.5 3.5 9.5 3.5 0.5 2.5 4.5 3.5 7.5 3.5 1.5 0.5 1.5 0.5 2.5 0.5 1.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 5 9 7 11 10 23 17 -8 14 25 12 13 15 16 20 28 18 19 -4 21 22 -3 24 29 26 -1 -15 -2 -7 right_child=2 4 3 -5 -6 6 8 -9 -10 -11 -12 -13 -14 27 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 28 22 19 3 4 29 8 7 8 9 10 11 12 27 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.030892 0.0463489 -0.00301158 0.0398731 -0.0370908 -0.0358035 0.055704 0.00136451 -0.0544519 0.0998985 -0.0181661 0.0239396 -0.0480727 -0.0540208 0.0861223 -0.00555518 0.0479432 -0.0251516 -0.0198064 0.0882063 -0.0453684 -0.0296407 0.0444421 0.0614499 -0.032433 -0.0413085 -0.0429259 0.0122305 0.00804405 -0.0198923 -0.018959 leaf_count=13273 593 3124 1316 255 2080 318 202 120 132 1147 189 441 265 127 1111 107 154 131 130 134 829 175 133 1730 645 9388 260 143 148 206 internal_value=0 -0.215347 0.170801 0.2997 -0.0581806 -0.286681 -0.0649228 0.355407 0.53325 0.0267453 -0.326945 0.014691 0.0441665 0.070926 0.131264 0.0309392 0.290724 0.382023 0.411983 0.371762 -0.00682541 0.04849 0.0026362 -0.187247 0.0501929 -0.338582 -0.285622 0.532731 0.380969 0.306153 internal_count=39006 33767 5239 2086 7424 26343 3233 1831 334 3153 23110 5344 4903 4638 2006 4368 895 1711 1580 1450 4261 3432 3257 2899 1169 22921 13533 270 741 524 Tree=250 num_leaves=31 split_feature=89 67 74 77 34 89 67 57 42 46 74 85 57 66 85 10 10 59 59 46 57 72 9 18 77 86 13 10 1 14 split_gain=127.764 82.4704 79.6106 43.8144 36.8172 27.663 22.3822 17.8556 17 16.8413 13.4263 13.3689 11.9463 12.7547 11.6527 12.2088 11.1119 10.6656 10.0569 9.45494 8.67518 8.37608 11.2688 8.50355 8.20878 8.783 7.81912 6.94605 6.76132 6.42004 threshold=0.5 0.5 1.5 0.5 7.5 4.5 8.5 2.5 0.5 1.5 8.5 0.5 0.5 6.5 2.5 6.5 2.5 3.5 4.5 1.5 3.5 2.5 1.5 2.5 5.5 0.5 0.5 3.5 1.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 8 9 19 14 11 12 17 13 -4 15 18 -9 27 20 26 21 22 23 -2 25 -5 -1 29 -10 -3 right_child=5 6 10 24 -6 -7 -8 16 28 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 23 29 13 25 4 5 6 16 28 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0323804 0.012057 0.019637 0.0135542 0.0147355 0.0554826 0.0486081 0.053735 0.0608568 -0.0244618 0.0330233 0.0453831 -0.0247364 0.0530363 -0.0427117 -0.0189263 -0.0426298 -0.0510716 -0.0521098 -0.0265499 -0.00169973 0.0599644 0.0538884 0.0587126 0.0624054 0.0484476 -0.025903 -0.0469371 -0.0521576 0.0249241 -0.0543771 leaf_count=12299 1416 1454 718 823 167 1426 390 115 657 635 476 1324 175 337 270 311 376 502 289 285 264 315 197 104 107 459 12608 287 107 113 internal_value=0 -0.0843561 -0.184833 -0.26825 -0.331518 0.276445 0.168107 -0.356805 0.182583 0.102615 0.225545 0.00849463 0.07584 -0.0349342 0.239433 0.272593 0.280386 0.102446 0.295551 -0.37435 0.319883 0.275965 0.223761 0.162852 0.0900624 0.0183076 -0.391373 0.144496 -0.125352 0.171861 internal_count=39006 33650 28945 27239 25850 5356 4705 25683 3930 4315 1706 3680 1230 1055 3166 2896 491 2356 2585 25192 2296 2032 1717 1520 1389 1282 24907 1854 764 1567 Tree=251 num_leaves=31 split_feature=61 66 58 39 35 14 37 41 33 63 13 10 63 63 59 61 66 38 74 39 61 46 42 46 90 91 39 37 37 43 split_gain=106.199 63.8845 36.5543 32.5205 30.9924 23.6861 19.47 18.0021 15.5902 14.0911 15.5005 13.429 12.8259 12.8107 10.1368 10.1214 10.1207 9.479 9.33026 9.61498 9.11778 8.97843 8.56959 8.56108 7.28203 7.19686 7.13046 7.48848 6.79881 6.4344 threshold=1.5 1.5 3.5 3.5 0.5 2.5 1.5 0.5 4.5 0.5 1.5 4.5 4.5 2.5 7.5 6.5 9.5 1.5 10.5 2.5 9.5 1.5 1.5 1.5 1.5 2.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 24 3 5 9 6 8 13 11 10 16 12 14 17 21 -5 25 18 19 23 -8 22 29 28 -1 26 27 -3 -6 -2 right_child=2 4 -4 15 7 -7 20 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 29 27 2 15 28 5 20 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0403207 0.0430082 0.00841812 0.0577308 -0.0463806 0.0376011 -0.0404555 -0.0225122 -0.0209496 -0.0441951 -0.0394721 -0.0488918 -0.0514521 -0.0333286 -0.0249561 -0.047808 0.0141546 0.0560466 -0.0345602 -0.0338462 -0.0525173 0.0346802 -0.0168997 -0.0405246 -0.0396623 0.0341933 0.0536977 -0.0360128 -0.0439436 -0.0290002 0.0230233 leaf_count=17009 1936 1652 471 1766 1490 948 1240 1417 367 3711 1380 571 244 515 264 139 190 220 223 161 107 232 124 109 118 111 870 451 171 799 internal_value=0 -0.187642 0.154831 0.0971168 -0.0511552 0.15515 0.191617 0.0933067 0.250366 -0.207548 -0.0932553 0.275027 0.294317 0.176678 0.318061 -0.327743 0.00253742 0.230431 0.263572 0.296581 -0.112574 0.333414 0.355379 0.322868 -0.392364 -0.0525564 -0.0932947 0.00204306 0.350455 0.369831 internal_count=39006 29798 9208 8737 12671 6832 5884 4306 4537 8365 4654 4170 3599 2889 3355 1905 3274 2374 2154 1931 1347 3091 2859 1770 17127 3084 2973 2103 1661 2735 Tree=252 num_leaves=31 split_feature=7 39 42 80 89 36 6 8 66 10 14 19 57 52 76 73 13 84 65 0 71 84 15 17 0 46 77 10 33 24 split_gain=46.3991 27.2395 22.2508 19.1605 13.0829 17.84 16.0927 12.7279 17.726 10.3473 10.9049 9.71002 9.66863 8.4026 7.94612 7.70413 7.67912 8.99752 7.26671 7.8466 7.38098 7.18693 6.44984 6.49081 6.24621 6.26284 5.26702 5.21305 5.0923 5.72389 threshold=0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 6.5 0.5 0.5 0.5 0.5 7.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 7 5 6 11 8 9 10 14 28 15 -3 26 18 17 -10 20 -20 27 24 23 -13 25 -5 -1 -7 29 -2 right_child=2 13 -4 21 -6 12 -8 -9 16 -11 -12 22 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 29 13 2 25 4 27 6 7 17 9 10 23 12 13 14 15 16 17 19 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0148713 -0.00290698 -0.0418238 -0.0422094 0.00148695 -0.0243499 0.0504977 0.049236 -0.0481195 0.0150582 -0.0412103 -0.0408763 0.0199058 -0.0221235 0.0360721 0.0404087 -0.0195976 -0.0285725 0.0836153 0.0892446 0.0205035 -0.0246674 -0.0236118 -0.0171185 0.0869868 0.103469 0.0866244 0.017805 -0.00545935 -0.0531044 -0.0342412 leaf_count=4264 2443 13625 1765 291 1727 542 339 2040 570 4231 1938 379 228 106 190 163 269 140 313 155 167 161 346 113 100 109 458 156 595 1083 internal_value=0 -0.249754 0.0155637 -0.15155 0.0646592 0.110256 0.00752996 -0.186211 -0.144435 -0.203699 -0.138982 -0.0530276 0.324371 -0.402715 -0.0699316 0.391758 0.186169 0.304496 0.447762 0.687626 0.305996 0.349006 0.206414 0.359877 0.520746 0.300935 -0.105897 0.405428 -0.129839 -0.0960775 internal_count=39006 28492 10514 14761 8749 7022 5298 14100 12060 11081 6850 4959 1724 13731 4912 1496 979 710 1333 468 865 661 838 492 500 400 4722 698 4121 3526 Tree=253 num_leaves=31 split_feature=56 10 74 32 40 41 46 47 59 66 28 87 87 7 66 65 33 71 8 71 39 76 87 74 67 14 66 24 42 78 split_gain=56.0001 42.7263 35.5402 31.6417 29.8512 20.8184 17.6009 16.4569 18.3881 16.8905 15.5108 15.3122 13.7111 11.4952 11.1925 10.9182 10.5107 10.4602 10.4379 10.1068 9.79114 9.76011 9.21488 8.68011 10.7006 8.11689 11.4172 8.11234 7.82399 7.35172 threshold=0.5 3.5 1.5 1.5 0.5 2.5 0.5 0.5 0.5 4.5 0.5 1.5 5.5 1.5 0.5 0.5 5.5 3.5 1.5 2.5 1.5 2.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 16 12 14 19 15 -11 28 17 25 21 -13 -2 -6 23 -4 24 -9 27 -27 -1 -5 -16 right_child=11 -3 22 10 20 -7 -8 9 -10 13 -12 18 -14 -15 29 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=27 19 1 22 28 20 5 6 24 8 13 10 18 12 13 29 15 16 17 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.010946 -0.0375909 -0.0456314 -0.0366227 0.0235837 -0.0214834 -0.039958 -0.0176475 0.0281737 -0.0285588 0.00900222 -0.00398721 -0.0110505 -0.0029596 -0.0329469 0.0348807 0.00258124 -0.0519547 0.0601094 0.0603477 0.0230298 0.00214046 0.0730448 0.010827 0.00461816 -0.0198234 0.00907715 0.0317704 0.00901877 0.000343044 -0.0192519 leaf_count=1197 5306 3966 1969 1312 2374 799 1111 4398 792 1853 659 340 444 648 2734 728 587 233 108 140 1005 112 212 577 229 1462 797 2306 479 129 internal_value=0 0.107691 0.11647 0.1275 0.0931117 0.117464 0.124646 0.135216 0.0723327 0.184204 0.238948 -0.242316 0.224284 0.0438663 0.267523 0.247405 0.0942939 0.27042 0.121375 -0.329539 -0.10117 0.254109 -0.262795 0.243023 0.267437 0.102063 0.16971 0.0469355 0.173886 0.335214 internal_count=39006 33112 29146 26965 21652 18273 17474 16363 7141 9222 5313 5894 6721 2501 4654 6277 6349 5549 448 5446 3379 5316 2181 5204 4627 5762 2259 3503 1791 2863 Tree=254 num_leaves=31 split_feature=25 14 13 85 63 84 71 58 33 55 63 56 82 39 39 33 55 47 13 66 25 59 47 28 47 87 41 8 66 33 split_gain=54.2356 33.6344 47.0101 45.8411 21.521 19.1908 19.6459 16.8479 13.9961 13.7428 12.3896 11.4606 12.0459 10.9532 10.7067 10.4993 10.0553 9.35431 9.77564 8.92487 8.65731 8.64094 7.63416 11.1794 10.6436 10.0005 7.00591 6.93056 6.79463 6.76577 threshold=0.5 1.5 1.5 0.5 9.5 3.5 2.5 0.5 0.5 4.5 5.5 0.5 1.5 0.5 1.5 1.5 2.5 9.5 10.5 3.5 2.5 1.5 0.5 0.5 4.5 0.5 0.5 2.5 2.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 14 10 16 13 11 12 19 27 -1 -14 17 18 22 -5 28 29 26 25 -25 -24 -4 -2 -15 -3 right_child=9 21 8 7 -6 -7 -8 -9 -10 -11 -12 -13 15 20 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_parent=14 27 29 26 19 4 5 6 7 8 9 10 11 15 28 14 15 16 17 18 19 20 21 25 24 24 25 26 27 28 29 leaf_value=-0.0431794 -0.0470267 0.0224543 0.0252808 0.00587295 0.0337962 0.032674 0.0394235 -0.0259409 -0.00737061 0.0538897 0.0242184 -0.0448325 -0.0189106 0.00162146 -0.0112925 0.0638496 0.0588403 -0.0338714 0.0357622 -0.0224278 -0.0510964 -0.039726 -0.0141367 0.00784348 0.0889341 0.0118463 0.00127369 0.0178705 -0.0359275 -0.0258232 leaf_count=9579 4908 5124 1856 2395 167 153 215 1130 1453 111 865 512 186 1457 954 148 137 244 795 841 879 173 1315 197 105 1754 459 115 613 166 internal_value=0 0.0848129 0.0396363 -0.059505 -0.248595 -0.293134 -0.333569 0.0456921 0.146252 -0.232483 0.0829848 0.0240027 0.0492053 -0.26263 -0.371125 0.421695 0.175945 0.163033 0.173216 0.0138234 -0.142524 0.207036 0.143673 0.0687476 0.464772 0.0297366 0.209554 -0.422976 -0.0702641 0.215735 internal_count=39006 30923 25460 17145 11068 10901 10748 6077 8315 8083 4947 4082 3570 7972 10533 334 6862 6725 6481 3236 2949 5463 5686 3371 302 3069 2315 5023 2070 5290 Tree=255 num_leaves=31 split_feature=66 87 13 24 14 48 14 24 59 59 85 70 59 65 10 41 15 18 47 23 47 66 41 37 84 53 66 31 47 47 split_gain=53.2264 30.7786 23.4562 23.0602 14.8998 15.2344 14.1927 12.6655 12.3826 11.8814 11.3345 10.9959 10.673 9.0831 8.74022 8.54446 8.76714 8.53322 14.8401 16.7934 12.9261 8.48945 8.19022 7.9509 7.65069 7.45087 6.75877 6.44748 7.98708 6.25131 threshold=2.5 0.5 2.5 0.5 3.5 0.5 1.5 5.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 4.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 3.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 22 6 5 7 -1 8 14 15 -10 12 21 -14 29 16 -6 18 19 20 -4 23 -2 -5 -15 -24 -8 28 -9 -3 right_child=2 4 17 11 9 -7 26 27 10 -11 -12 -13 13 24 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_parent=6 22 29 20 23 16 5 26 28 10 9 10 11 13 24 14 15 16 17 18 19 20 21 25 23 24 25 26 27 28 29 leaf_value=-0.0392918 -0.0461087 0.00276373 0.0137992 0.00924238 0.0426631 -0.039562 0.0128459 0.0376662 0.00590548 0.0880128 0.0677046 -0.0322948 0.0431342 -0.0423305 -0.038436 0.0549792 -0.0235187 0.0726708 -0.0441351 -0.0161148 0.141217 -0.0223644 0.0299495 -0.0268899 0.0398315 -0.0322306 -0.0384294 0.0870179 -0.0222689 -0.0461915 leaf_count=8724 10099 4007 124 2280 149 985 634 417 598 110 161 1222 596 332 637 182 301 166 724 551 129 2154 443 600 109 1333 512 103 282 342 internal_value=0 -0.0318876 -0.329262 -0.133299 0.0831813 0.0395261 -0.298934 0.0723388 0.0231791 0.359412 0.317599 -0.0339953 0.00942056 0.254679 -0.027236 0.224095 0.0280835 0.0268626 -0.0546986 0.231959 0.787568 -0.0476881 -0.413721 0.0303715 -0.102561 -0.13941 -0.0115593 0.332017 0.256156 0.00712484 internal_count=39006 25437 13569 17163 8274 7532 9870 6547 5745 742 759 7293 6071 1037 4986 632 450 1694 1528 804 253 5034 11875 2880 441 1776 1146 802 699 4349 Tree=256 num_leaves=31 split_feature=33 33 38 69 74 82 24 53 42 33 23 15 33 56 15 14 7 7 23 24 66 8 63 24 47 39 53 23 23 61 split_gain=285.763 18.4961 16.3283 7.55703 7.38032 7.26936 6.65568 6.4708 3.83271 3.71492 2.75097 1.46021 1.26205 1.06892 0.9279 1.16108 2.32037 0.875297 0.853365 1.32847 0.61178 0.380243 1.33981 0.323613 0.771088 0.177043 0.340675 0.123162 0.122475 0.0893919 threshold=4.5 1.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 6.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 8.5 4.5 0.5 2.5 0.5 0.5 1.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 12 9 4 5 6 7 11 -4 10 -2 17 21 23 15 18 -17 -3 19 -14 -5 -1 -23 24 29 26 -16 -20 -6 -11 right_child=2 3 8 20 28 -7 -8 -9 -10 13 -12 -13 14 -15 25 16 -18 -19 27 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 10 17 8 20 28 5 6 7 8 29 10 11 19 13 26 16 16 17 27 19 20 22 22 23 24 25 26 27 28 29 leaf_value=-0.0502645 0.0474061 0.0400266 0.00950292 -0.029205 -0.0627448 -0.0510648 -0.0408722 -0.0382052 -0.0533794 0.056873 0.00772333 0.0157279 -0.00970797 0.0376223 -0.0299752 -0.0389941 0.01589 0.0663407 -0.04182 -0.0515963 -0.0509645 -0.0138227 -0.0493292 0.0643806 0.0420009 -0.0512748 -0.0484787 -0.0516858 -0.0476595 0.0628815 leaf_count=27496 129 120 101 270 108 200 182 234 190 909 103 111 159 115 266 409 190 102 313 278 788 191 1393 156 126 1865 1211 1005 181 105 internal_value=0 -0.445895 0.449023 -0.152257 -0.0150756 0.0923127 0.204784 0.32487 -0.159274 0.507757 0.299188 0.446024 -0.484603 0.550493 -0.419972 -0.359207 -0.202196 0.52443 -0.418253 -0.282494 -0.442915 -0.498185 -0.42643 0.568225 0.554588 -0.481135 -0.436126 -0.487319 -0.548829 0.57613 internal_count=39006 37072 1934 2296 1238 949 749 567 291 1643 232 333 34776 1411 5696 2354 599 222 1755 437 1058 29080 1584 1296 1140 3342 1477 1318 289 1014 Tree=257 num_leaves=31 split_feature=10 59 41 13 2 56 14 59 10 66 61 15 66 33 41 86 13 41 68 65 69 8 36 85 57 89 7 42 85 8 split_gain=189.354 184.414 70.3112 35.8353 29.8953 24.0856 15.9814 13.133 12.5566 12.3232 12.1798 11.8563 10.482 10.3219 9.7533 11.4003 8.67108 8.49597 8.06875 7.91419 7.57069 7.91033 7.45232 7.34836 6.69873 6.23606 6.88159 7.51921 5.88004 9.59573 threshold=5.5 2.5 1.5 2.5 1.5 0.5 1.5 7.5 0.5 2.5 1.5 4.5 5.5 1.5 4.5 3.5 4.5 0.5 2.5 1.5 1.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 19 9 -1 -6 14 13 18 15 16 22 -11 -7 -3 21 25 -4 -21 28 26 27 -10 -19 -30 right_child=-2 7 11 -5 10 12 -8 -9 20 17 -12 -13 -14 -15 -16 -17 -18 24 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=9 0 19 22 3 10 18 6 7 27 17 10 11 12 13 14 15 16 28 18 23 20 21 22 23 24 25 26 27 29 29 leaf_value=-0.0323061 0.0532669 0.0332541 0.0156874 -0.0462859 0.0476854 0.0284624 -0.0451934 0.0491113 0.0539399 -0.0179823 -0.0156707 -0.0176899 -0.0227917 -0.0363399 0.0418302 0.0651988 -0.0515573 -0.000910279 -0.0327739 0.0245849 -0.030993 -0.0563939 -0.047606 -0.0350182 -0.0500324 -0.0184801 -0.00844703 -0.0260637 0.0783855 -0.0240399 leaf_count=6980 3990 770 1246 7434 458 941 4366 2283 524 4394 330 476 696 254 470 105 244 268 333 149 537 173 100 131 105 412 410 133 182 112 internal_value=0 0.00672954 -0.108795 -0.189816 -0.13555 -0.169891 -0.226922 0.402212 -0.179325 -0.228425 0.29594 0.169004 0.0560962 0.154101 0.217597 0.139026 0.0890246 -0.0977002 0.225343 0.240322 0.0283069 0.123327 0.124437 -0.0249886 0.149621 0.185916 0.28572 0.425704 0.248464 0.500698 internal_count=39006 35016 31683 29042 21608 20820 18596 3333 14230 12041 788 2641 2224 1528 2165 1695 1590 5061 1274 1050 2189 1652 1346 280 667 1479 1067 657 562 294 Tree=258 num_leaves=31 split_feature=38 55 49 38 8 31 39 85 73 87 87 42 66 10 66 0 68 88 49 14 87 8 55 47 53 7 54 70 71 23 split_gain=93.3739 22.6555 24.343 16.2322 12.1072 15.7297 11.4414 15.3176 10.8815 9.73097 9.4878 7.79718 8.54847 7.92869 7.50122 7.22187 7.14724 6.69891 7.51731 6.53394 5.97659 5.81429 7.99574 5.6152 5.60856 5.90392 5.4467 5.36158 4.68064 4.70459 threshold=0.5 2.5 0.5 4.5 4.5 0.5 0.5 3.5 2.5 4.5 2.5 0.5 1.5 0.5 1.5 0.5 10.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 3.5 0.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 6 4 5 14 7 9 16 11 15 12 13 20 19 -9 21 18 28 24 27 22 -7 -13 25 -2 -20 -1 29 -4 right_child=3 -3 17 -5 -6 8 -8 10 -10 -11 -12 23 -14 -15 -16 -17 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 25 1 29 3 4 22 6 15 8 9 10 23 12 13 14 15 16 17 26 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0259316 0.042354 0.0169971 0.0220607 0.0387012 -0.0509678 0.0145992 -0.0383087 0.0624317 -0.0313543 0.0583871 -0.0334204 -0.0138062 -0.041985 -0.0459677 -0.0276847 -0.015513 -0.0441543 -0.0257451 0.029304 -0.0228952 0.0186281 0.0563785 0.0581585 0.0455201 -0.041988 -0.0137851 -0.0158146 0.0124422 -0.0504955 -0.0149595 leaf_count=2922 447 600 380 616 267 1018 14434 271 241 149 233 946 6448 2868 1078 164 194 956 533 423 652 400 200 234 198 166 217 500 245 1006 internal_value=0 -0.214774 -0.240389 0.166052 0.0839057 0.115193 -0.29494 -0.218851 0.254367 -0.259824 0.189478 -0.273685 -0.306259 -0.204087 -0.0673104 0.406476 0.308902 -0.0333537 0.033151 0.0663007 -0.12409 0.338612 0.254874 0.0187153 0.201562 0.281995 0.194854 -0.189291 -0.100968 -0.039818 internal_count=39006 33758 33158 5248 4632 4365 29821 15387 2053 14719 668 14570 13390 6942 2312 435 1812 3337 2381 1234 4074 1618 1218 1180 811 613 750 3422 1631 1386 Tree=259 num_leaves=31 split_feature=68 13 29 67 89 68 34 46 47 34 14 77 14 12 1 6 67 85 23 56 59 18 83 36 67 18 10 57 90 74 split_gain=116.158 74.0673 52.5822 50.2894 32.8211 27.6784 23.8476 22.9424 18.5083 17.7741 12.7431 12.414 11.611 10.894 10.3769 10.3614 10.2289 9.76675 9.71816 9.71208 9.13021 8.6828 9.0752 8.42074 8.23239 7.59739 7.10648 8.2691 6.79853 6.72099 threshold=0.5 1.5 0.5 2.5 1.5 8.5 3.5 0.5 2.5 6.5 0.5 1.5 2.5 7.5 0.5 1.5 8.5 6.5 6.5 0.5 3.5 1.5 0.5 0.5 1.5 5.5 6.5 4.5 0.5 16.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 8 11 9 13 10 15 24 29 17 -10 21 18 20 19 -5 23 22 -1 25 -3 26 27 28 -2 -4 right_child=5 6 12 16 -6 -7 -8 -9 14 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 28 24 29 19 4 5 6 7 14 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0257231 0.0180201 -0.0485219 0.0260556 0.0402268 0.0232129 0.0550123 0.0589969 0.00756671 -0.020331 0.0403704 -0.0420727 0.0217161 -0.0473781 0.0724201 0.0223623 0.0219616 0.0614209 -0.0528563 -0.0350735 -0.0266152 -0.0263457 0.0382213 0.0372272 0.0416654 -0.00144329 0.0634665 -0.0498951 0.0585981 -0.0258151 0.0567151 leaf_count=11670 1169 9680 1671 407 731 1047 119 1446 794 216 5811 100 152 136 282 194 249 118 142 109 311 135 221 939 201 101 273 136 169 277 internal_value=0 -0.0711729 0.00265264 -0.0689687 -0.129325 0.280576 -0.380534 -0.179441 0.202863 -0.235959 -0.257291 -0.419862 0.283058 0.277277 -0.0396393 -0.195438 0.33055 0.246219 0.198806 0.29342 0.263397 -0.222736 -0.239464 0.287536 -0.452315 0.192529 0.149077 0.179533 0.120376 0.311858 internal_count=39006 33531 23431 21331 20424 5475 10100 19693 4428 18247 18031 9981 2100 3352 1076 12220 907 3216 658 516 3098 12026 11891 2787 9881 1848 1747 1474 1338 1948 Tree=260 num_leaves=31 split_feature=61 66 39 63 39 14 42 90 29 7 77 58 8 61 83 34 40 77 59 87 36 67 70 67 59 33 40 31 10 36 split_gain=99.4988 55.8913 29.8495 25.8348 23.5662 20.6867 18.1903 17.6415 17.5321 17.7624 15.7919 15.1882 14.8815 13.8537 13.5811 11.8185 10.8967 9.86517 8.08952 8.20002 8.94087 8.5274 7.7382 7.63695 7.49247 7.38179 7.17139 6.39947 6.0095 6.60618 threshold=1.5 1.5 3.5 3.5 1.5 5.5 0.5 8.5 2.5 5.5 0.5 1.5 5.5 6.5 0.5 2.5 1.5 0.5 3.5 0.5 0.5 1.5 3.5 0.5 7.5 5.5 0.5 0.5 3.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 23 5 4 7 6 10 8 9 11 12 17 14 -4 15 22 -8 18 19 20 21 26 24 -1 25 28 -3 -12 29 -2 right_child=2 3 13 -5 -6 -7 16 -9 -10 -11 27 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 29 26 13 3 4 5 16 7 8 9 27 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0412801 0.0423656 -0.00310436 -0.0421491 -0.0439507 -0.0364091 -0.0500659 -0.0388507 0.0707313 0.0617498 0.0453232 0.0181507 0.0264364 -0.0521914 0.0237741 -0.0467471 -0.0281162 0.037967 -0.0385308 -0.0473574 -0.0300895 -0.0261202 0.0559092 -0.020365 -0.0112228 -0.0447657 -0.0279885 0.0302109 -0.0254309 -0.022285 -0.00165771 leaf_count=15469 2982 2256 1766 2375 2308 659 792 100 177 244 331 461 231 156 148 384 111 1296 944 1076 843 204 104 1666 193 235 424 563 357 151 internal_value=0 -0.183856 0.152432 -0.0557816 -0.00571473 0.203537 0.226272 0.0495664 0.0235406 -0.006235 0.261128 -0.0471867 0.303875 -0.2485 0.321562 0.338816 -0.19066 -0.103432 -0.0557635 -0.0249329 0.025874 0.0889308 0.358343 -0.380306 0.372892 0.38279 0.0441435 -0.0586825 0.39501 0.405877 internal_count=39006 29843 9163 12708 10333 7241 6582 8025 7925 7748 5679 7504 4785 1922 4554 4406 903 7043 5747 4803 3727 2884 4022 17135 3918 3725 2680 894 3490 3133 Tree=261 num_leaves=31 split_feature=7 39 42 23 63 10 70 14 57 24 13 6 24 33 89 65 89 36 52 75 90 9 66 58 53 38 9 75 65 54 split_gain=49.7992 28.5421 22.6672 14.7199 14.4413 13.0627 11.8484 11.5992 13.373 11.3622 10.6956 9.49111 8.93061 8.13253 7.61908 9.09838 6.91 8.06844 6.74506 6.70594 6.6693 6.39503 6.21751 6.19801 5.73361 6.4691 5.42971 5.39811 4.8222 4.79985 threshold=0.5 0.5 0.5 15.5 3.5 2.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 3.5 1.5 0.5 0.5 0.5 7.5 0.5 5.5 1.5 1.5 0.5 1.5 0.5 0.5 2.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 6 4 5 7 10 8 9 13 11 16 -8 21 15 -13 17 19 27 -2 -21 22 29 -14 25 -24 -11 -3 -9 -1 right_child=2 18 -4 -5 -6 -7 12 28 -10 26 -12 14 23 -15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 19 27 2 3 4 5 12 28 8 26 10 15 23 13 14 15 16 17 18 20 20 21 25 23 24 25 26 27 28 29 leaf_value=-0.00971162 -0.00934508 -0.04409 -0.0418151 0.0498793 -0.0509213 -0.0484556 0.0591713 -0.0394213 -0.0435852 -0.0221278 -0.027183 0.0174328 -0.00497255 -0.0512254 -0.0273222 0.084694 -0.0302065 0.0261642 0.0266154 0.0357752 -0.0419087 0.0689804 0.0222498 0.0523845 -0.018078 0.0732882 0.0187771 0.000666176 0.0259803 0.0344052 leaf_count=1367 2933 13293 1783 225 1802 3140 298 2237 995 2299 1493 239 534 520 280 191 980 1013 112 495 103 125 835 158 271 148 377 357 146 258 internal_value=0 -0.246874 0.0308825 -0.145493 -0.166734 -0.126238 0.0803308 -0.0870864 -0.0325026 0.0155105 0.0278598 0.0749623 0.325883 0.12346 0.364576 0.48839 0.0249121 0.062765 -0.407242 -0.0183156 0.232778 0.157311 0.12384 0.118386 0.255752 0.331419 -0.155058 -0.421973 -0.340238 -0.0157804 internal_count=39006 28507 10499 14745 14520 12718 8716 9578 7195 6200 7726 6233 990 3524 710 430 5523 4543 13762 3531 598 3004 2879 692 1254 983 2676 13650 2383 1625 Tree=262 num_leaves=31 split_feature=56 35 10 41 32 74 24 87 8 71 8 57 39 42 39 39 23 87 33 85 65 0 0 58 47 55 36 39 66 8 split_gain=49.8603 36.136 35.497 26.8223 24.4633 21.9225 18.647 17.9685 17.8771 17.2717 17.6718 17.7564 15.5494 14.7211 22.2095 13.4315 13.3757 12.6156 12.0671 11.0996 11.0357 9.9504 9.12627 11.6531 9.93372 10.435 9.26025 8.67837 8.65197 7.8136 threshold=0.5 1.5 3.5 1.5 1.5 0.5 1.5 0.5 2.5 1.5 8.5 0.5 5.5 0.5 1.5 0.5 0.5 0.5 5.5 1.5 0.5 3.5 0.5 0.5 9.5 0.5 0.5 4.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 9 27 15 10 11 13 -5 14 19 -7 -11 -2 -15 -1 -18 28 24 -24 25 26 -8 -3 -6 -19 right_child=17 7 -4 12 21 8 22 -9 -10 16 -12 -13 -14 18 -16 -17 20 29 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 17 27 2 12 28 15 26 7 8 16 10 11 12 18 14 15 20 29 18 19 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.0230032 -0.036211 -0.0416361 -0.0437767 -0.0250437 0.0169016 -0.0376581 0.0192447 0.00462037 0.01663 0.00653812 0.0205228 -0.0450122 0.0240823 0.0112587 0.0131234 -0.00346378 0.046988 -0.0148461 0.0658693 0.00263911 -0.0089817 -0.0211049 0.0354926 -0.0175221 0.0645837 -0.0107596 -0.00773527 -0.000861924 0.0314311 0.0343174 leaf_count=3515 4642 2371 3778 2030 1688 1911 3662 1077 571 578 1006 771 208 992 1106 1006 623 1019 122 676 129 149 1237 177 118 465 358 181 2641 200 internal_value=0 0.0978508 0.114643 0.122646 0.13554 0.104519 0.127512 -0.153368 -0.0593626 0.0704102 0.0311205 -0.0155929 -0.140177 0.00825967 -0.0460338 -0.170032 0.233438 -0.238977 0.175215 -0.148269 0.38543 0.240065 0.191516 0.308689 0.159139 0.14831 0.170426 -0.321125 0.25284 -0.0178088 internal_count=39006 33145 29516 25738 23500 19022 15534 3629 3488 9517 8187 7181 2238 6411 5297 2917 1330 5861 1114 4191 752 4478 6017 1414 4603 4485 4020 2552 4329 1219 Tree=263 num_leaves=31 split_feature=59 91 39 14 85 24 42 42 75 82 87 63 23 66 7 25 33 23 38 39 15 21 13 47 29 33 69 65 43 88 split_gain=51.0741 33.9073 29.4954 29.8911 36.5523 18.3838 14.5415 13.002 11.2784 12.9615 11.1869 14.6242 11.1351 10.3258 9.71545 9.40072 9.20751 8.97819 8.55082 8.25175 7.79352 7.4754 7.39788 7.26565 6.99095 7.12953 6.85416 8.9665 6.78439 7.43417 threshold=1.5 0.5 2.5 0.5 0.5 0.5 0.5 6.5 2.5 1.5 1.5 5.5 1.5 2.5 0.5 0.5 0.5 1.5 0.5 5.5 5.5 0.5 2.5 3.5 0.5 1.5 1.5 1.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 22 16 15 9 10 11 12 13 -6 21 20 19 24 -11 -3 -5 -7 -1 -13 25 26 27 28 29 -4 right_child=-2 6 17 7 8 14 -8 -9 -10 18 -12 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 0 19 29 20 13 21 6 7 8 18 10 23 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.042736 -0.0430935 -0.0206425 0.0175921 0.0131848 0.00372498 0.0108174 0.0107349 0.0547983 -0.0473821 -0.0134787 0.0161286 0.00523611 -0.0315564 -0.0394211 -0.0365522 -0.0213656 -0.039935 0.00673817 0.0699979 0.0114352 0.0482098 -0.0370412 0.0213318 0.0406074 0.0662262 -0.0239972 0.0363249 0.0685367 -0.025922 0.0625507 leaf_count=6536 4817 3132 2480 5310 1563 1389 1005 166 521 112 1554 361 1137 507 1016 575 2265 1517 144 404 243 458 105 208 103 149 902 120 106 101 internal_value=0 0.0697856 0.0969471 0.0493525 -0.02666 -0.223087 -0.124029 0.149161 0.0565413 0.0700768 0.0503714 -0.018486 -0.0958025 -0.0190239 -0.0578817 0.130022 -0.203411 0.206645 0.499427 -0.123692 0.146851 0.0364583 -0.390302 0.190811 0.24436 0.231923 0.243489 0.198601 0.178738 0.196124 internal_count=39006 34189 27383 21905 15611 9504 6806 6294 6107 5586 5330 3776 3207 2070 2863 6128 5801 5478 256 3536 5553 1847 6641 569 3961 3858 3709 2807 2687 2581 Tree=264 num_leaves=31 split_feature=66 48 41 87 13 23 10 42 61 84 25 47 59 59 42 41 41 35 25 3 85 66 14 39 31 91 71 61 14 87 split_gain=56.525 30.6575 33.7921 22.795 21.002 17.5217 14.5869 14.4287 16.6009 10.8244 10.3745 9.98393 10.1 12.5017 18.4193 9.89042 8.99812 8.70566 8.41877 10.7285 8.30016 7.72138 7.37492 7.94421 10.3191 7.34663 7.29948 6.98851 6.75408 8.81599 threshold=2.5 0.5 0.5 1.5 3.5 1.5 0.5 0.5 0.5 2.5 0.5 4.5 4.5 0.5 5.5 1.5 2.5 0.5 0.5 0.5 0.5 6.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 15 7 11 18 -9 -3 -5 12 13 14 16 -2 27 28 22 -20 -17 -22 23 -1 -25 -24 -27 -4 29 -6 right_child=4 9 6 10 17 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 20 -18 -19 19 -21 21 -23 25 24 -26 26 -28 -29 -30 -31 leaf_parent=23 15 9 27 10 29 5 6 8 8 9 10 11 12 13 14 20 16 17 19 19 21 21 25 24 24 26 26 27 28 29 leaf_value=-0.040863 -0.0449541 -0.0434997 0.0282139 0.00762613 -0.00703482 -0.0370742 -0.0138479 0.0371033 -0.0238057 0.0141983 0.0514532 -0.0377765 -0.0408712 0.0600102 -0.0497448 -0.0406093 0.0673504 -0.0359646 0.0295282 -0.0498179 0.0494006 -0.0315103 -0.0102358 -0.0190399 0.0579318 0.0875025 -0.0022208 -0.0281464 -0.00760037 0.083649 leaf_count=2405 10453 4248 1495 2860 223 3772 1404 852 520 246 175 236 541 573 236 1149 283 428 416 386 377 326 1767 2238 223 164 172 236 355 247 internal_value=0 -0.0128362 0.02242 -0.05189 -0.324374 -0.124285 0.215162 -0.0661883 0.171441 -0.346141 0.133018 0.27799 0.305301 0.331732 0.241467 -0.39659 0.306015 0.063505 -0.127503 0.135039 -0.101088 0.182227 -0.168239 -0.246965 -0.133557 -0.0307679 0.382797 0.237073 0.238324 0.496342 internal_count=39006 25448 20954 15950 13558 12915 5004 9143 1372 4494 3035 3600 3364 2823 2250 12305 2014 1253 7771 802 1852 703 6969 4866 2461 2103 336 1731 825 470 Tree=265 num_leaves=31 split_feature=33 82 42 59 13 74 53 33 53 24 23 14 33 39 7 14 63 67 33 47 8 63 32 14 66 47 61 66 24 23 split_gain=265.568 25.6217 13.6836 13.7666 7.37563 6.01301 3.03848 2.79269 2.36767 2.87447 3.54316 1.63197 1.24447 0.905211 1.02927 0.71696 0.699503 0.451517 0.819161 0.42643 0.398022 1.33174 0.242217 0.173382 0.162505 0.156945 0.548296 0.109825 0.0824358 0.149914 threshold=2.5 0.5 0.5 1.5 1.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 6.5 1.5 1.5 0.5 2.5 0.5 5.5 1.5 8.5 4.5 3.5 0.5 0.5 1.5 0.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=7 2 3 4 5 6 13 20 9 10 -9 19 -3 14 17 24 27 18 -2 -12 28 -22 -10 25 -11 -20 -27 -17 29 -1 right_child=1 12 -4 -5 -6 -7 -8 8 22 15 11 -13 -14 -15 -16 16 -18 -19 23 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 18 12 2 3 4 5 6 10 22 24 19 11 12 13 14 27 16 17 25 19 21 21 22 23 24 26 26 27 28 29 leaf_value=-0.0475601 0.0719799 -0.0522312 -0.0136808 -0.0491823 -0.00201733 0.00182815 0.0185139 0.00994823 -0.0496929 -0.0400882 -0.0532248 -0.00119741 -0.0140181 0.0709439 0.0359322 -0.0270783 -0.0513222 0.0448047 0.0565839 -0.0307111 -0.0133755 -0.0491583 -0.0350468 0.0609411 -0.0518953 0.0392859 0.0602312 -0.0129584 -0.0508947 -0.0512716 leaf_count=6446 113 314 210 127 127 101 104 210 4041 301 355 160 103 149 106 207 250 115 648 275 191 1373 310 248 989 101 104 184 15344 5700 internal_value=0 0.349276 0.4118 0.461819 0.493408 0.525874 0.554348 -0.473167 -0.390627 -0.311619 -0.167918 -0.339566 -0.409987 0.575239 0.557148 -0.427041 -0.308361 0.572983 0.584864 -0.445525 -0.496656 -0.421222 -0.484538 0.563009 -0.489898 0.54738 0.499837 -0.205753 -0.501361 -0.491065 internal_count=39006 2670 2253 2043 1916 1789 1688 36336 7282 2931 1000 790 417 1584 1435 1931 641 1329 1214 630 29054 1564 4351 1101 1290 853 205 391 27490 12146 Tree=266 num_leaves=31 split_feature=10 59 41 10 39 59 39 66 14 6 25 41 14 13 37 56 65 57 31 38 42 61 8 74 66 70 30 26 37 75 split_gain=174.98 164.478 57.4318 27.8392 25.8562 22.3855 17.681 16.3981 14.7312 12.7246 12.2821 9.99985 9.89622 9.11001 8.34319 8.04451 7.58564 7.92743 7.50361 7.64997 7.42366 7.1066 7.0611 6.87169 9.83127 7.44546 6.7864 6.78548 6.38758 6.19018 threshold=5.5 1.5 0.5 2.5 2.5 6.5 0.5 2.5 2.5 2.5 0.5 2.5 2.5 4.5 1.5 1.5 3.5 1.5 1.5 1.5 1.5 1.5 9.5 3.5 5.5 0.5 0.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 8 9 10 27 11 12 23 13 16 14 15 21 17 20 -8 -20 -3 22 -4 26 25 29 -1 -5 -2 -25 right_child=28 5 4 7 -6 -7 18 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=26 28 20 22 27 4 5 18 7 8 9 10 11 12 13 14 15 16 17 19 19 20 21 22 29 24 25 26 27 28 29 leaf_value=-0.0283164 0.0537995 0.0347633 0.0187872 0.0138374 -0.038211 0.0464155 -0.0441276 -0.0437555 -0.0440702 -0.0604527 0.00773124 0.0271628 -0.0435506 -0.0481819 -0.0208908 0.047547 -0.018207 -0.0327703 -0.0237365 0.0664355 -0.0169172 -0.0135304 -0.054457 0.0483439 -0.0448784 0.103794 0.0275536 0.0692129 0.00391015 -0.0380397 leaf_count=9067 3900 1322 1452 199 1841 2373 10705 271 504 113 673 897 113 426 616 162 162 145 1109 202 119 786 144 300 388 164 235 189 111 318 internal_value=0 0.00295907 -0.124776 -0.24041 0.051076 0.331135 -0.275151 0.229886 0.104349 0.17805 -0.187351 0.131437 0.209864 0.0563921 0.0837328 0.132123 0.241085 0.279351 -0.402068 -0.107098 0.309747 0.0857797 0.157943 -0.236831 0.0636911 0.340101 -0.26577 0.439499 0.521042 0.103458 internal_count=39006 34995 30648 23820 6828 4347 23161 659 4987 1974 11145 4483 1861 3586 3160 2544 1748 1586 12016 1311 1441 2382 1596 10472 1170 782 9302 388 4011 618 Tree=267 num_leaves=31 split_feature=38 55 22 44 91 7 39 85 8 57 39 48 10 23 9 42 35 71 37 53 63 91 16 42 85 75 48 24 24 8 split_gain=83.3324 26.5235 25.9032 13.5925 13.0759 12.1535 11.1621 11.251 10.9095 11.3986 10.2604 9.24385 8.85391 7.93158 10.1687 8.83699 7.42561 8.2961 7.32735 7.04964 6.3262 6.23131 5.92035 6.98683 5.49348 5.2573 6.13348 5.24619 5.07353 5.03521 threshold=0.5 2.5 0.5 2.5 0.5 0.5 2.5 1.5 4.5 2.5 1.5 1.5 4.5 0.5 0.5 0.5 1.5 1.5 1.5 1.5 0.5 0.5 0.5 0.5 1.5 2.5 0.5 1.5 0.5 9.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 6 8 7 13 9 10 12 24 16 14 -1 -15 17 21 -12 -16 -3 25 -4 -24 -7 26 -2 29 -17 -9 right_child=3 20 22 -5 -6 11 -8 27 -10 -11 18 -13 -14 15 19 28 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=14 26 20 22 3 4 24 6 29 8 9 18 11 12 15 19 28 16 17 18 19 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.0194161 0.0657069 0.0317747 -0.0043421 0.0460357 -0.0454118 -0.0239075 -0.0424351 0.0101749 -0.0411283 -0.0370898 -0.0222517 0.0476345 -0.0455916 -0.037116 0.0655324 0.03346 -0.00385688 0.00045913 0.0329121 -0.0272154 -0.0214012 -0.0105924 0.00717776 0.06529 0.0112469 0.00703408 0.020707 -0.0183631 -0.0248243 -0.053984 leaf_count=4839 737 403 1300 350 7194 1329 4858 1817 228 325 510 156 263 9348 191 460 221 188 157 302 199 185 369 112 320 124 152 1849 366 154 internal_value=0 -0.200907 -0.229465 0.161463 -0.270469 0.110167 -0.231776 -0.193641 0.198416 0.23353 0.272669 -0.0718362 0.353523 -0.252737 -0.135952 -0.327352 0.384664 0.436535 -0.00775132 0.356367 0.21498 0.500277 0.0728338 0.276865 -0.140082 0.539426 0.584868 -0.0435776 0.0358551 0.0609217 internal_count=39006 33761 33159 5245 31378 4895 24184 19326 3090 2862 2537 1805 1870 15506 5332 10174 1607 1386 667 493 602 1198 1781 481 1649 1013 889 3820 826 1971 Tree=268 num_leaves=31 split_feature=89 13 14 29 37 67 57 66 56 67 10 68 74 19 47 85 10 16 86 33 59 27 42 37 84 85 59 58 75 88 split_gain=99.9319 74.7045 56.3433 34.6315 36.5252 27.2112 18.9735 18.6481 19.3148 15.8456 15.2391 13.7002 12.5964 11.722 11.2504 11.1325 10.0962 9.89735 9.26966 7.59604 9.28827 7.59917 7.56792 7.54913 7.32736 7.23925 6.89964 6.88498 6.65874 6.82991 threshold=1.5 2.5 0.5 0.5 1.5 0.5 0.5 7.5 0.5 2.5 4.5 10.5 1.5 1.5 1.5 0.5 2.5 1.5 0.5 2.5 1.5 0.5 0.5 1.5 0.5 4.5 2.5 0.5 4.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 15 8 22 12 -8 14 23 -3 26 16 19 -16 -5 20 21 -1 27 -4 -25 28 -2 -7 29 -6 right_child=11 13 9 18 25 7 10 -9 -10 -11 -12 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=21 26 13 23 18 29 27 10 7 8 9 10 11 12 13 17 15 16 17 18 19 20 21 22 24 24 25 26 27 28 29 leaf_value=-0.00161491 0.0395368 -0.0488011 -0.0408128 0.0354319 0.018904 0.0404354 0.0307803 -0.0348888 -0.0162152 0.0258519 -0.0495078 0.0558992 0.0138969 0.00421633 0.0200469 -0.0334139 -0.048162 -0.028095 -0.00198621 -0.0464573 -0.0381716 0.0476254 -0.0293077 0.0245025 -0.0351349 -0.0466964 -0.0118317 -0.00866407 0.0634307 0.0629761 leaf_count=2820 1259 7641 6931 1769 1115 1308 788 459 749 166 832 798 334 337 599 4272 1946 156 310 1205 1214 228 168 281 503 103 132 163 178 242 internal_value=0 -0.0468316 0.00757012 0.0752958 0.013514 -0.0442355 -0.132174 0.142361 0.213825 -0.258728 0.174692 0.331802 -0.307091 -0.431985 0.262204 -0.187031 -0.107888 0.0907743 0.300357 -0.0644362 -0.0303518 0.0211541 0.324607 -0.355841 -0.0793577 0.337165 0.361149 0.358813 0.36759 0.280024 internal_count=39006 36062 28084 19869 17790 16152 13305 2847 2388 8215 1620 2944 8049 7978 2146 11685 7413 755 2079 5467 4262 3048 1639 7715 784 1638 1391 1471 1535 1357 Tree=269 num_leaves=31 split_feature=7 40 58 29 42 0 52 7 90 36 90 10 58 40 67 40 66 14 70 61 69 39 78 47 61 61 59 13 63 66 split_gain=91.2108 51.0057 35.1772 25.6932 24.2354 18.2509 17.937 16.8001 16.4594 14.9174 14.0613 12.9613 12.923 12.6741 12.4595 11.7574 11.7349 9.84619 9.7359 8.63234 10.8844 7.89566 7.0321 6.94221 6.5285 6.26993 6.25831 6.10376 5.9776 6.51791 threshold=0.5 0.5 7.5 0.5 0.5 1.5 3.5 5.5 12.5 0.5 2.5 0.5 1.5 2.5 1.5 1.5 5.5 2.5 3.5 1.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 1.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 6 7 13 10 8 9 11 12 17 21 27 16 -6 -5 18 19 20 23 28 -9 -2 -13 -11 -15 -3 29 -1 right_child=2 5 -4 14 15 -7 -8 22 -10 25 -12 24 -14 26 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 23 27 2 16 15 5 6 22 8 25 10 24 12 26 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.034295 -0.0105658 -0.00327403 0.0638486 -0.0287496 -0.0437022 0.0401556 0.0308629 0.0503865 0.0617004 -0.0337234 0.0452697 -0.037136 0.00419971 0.0623685 0.0753858 0.0330382 0.0335182 -0.047717 -0.0594299 0.0360461 -0.0331547 -0.0457177 0.0157486 0.0293509 0.0127054 -0.00266793 -0.00135724 -0.0373107 -0.0486765 -0.011257 leaf_count=6414 766 2424 345 1016 1653 570 118 488 140 1338 123 997 453 155 126 136 289 314 116 1056 497 11005 272 1078 157 1142 154 964 2315 2385 internal_value=0 -0.17974 0.141567 -0.27173 0.0961498 0.0921154 -0.314374 0.138742 0.0829724 0.0533783 -0.335305 0.130223 -0.348713 -0.0222626 0.123628 -0.302281 -0.00961619 0.18863 0.213363 0.234273 0.112541 -0.373989 0.372224 0.19823 -0.182508 -0.143347 0.378869 -0.106184 -0.296765 -0.247405 internal_count=39006 28511 10495 24244 10150 4267 22813 8361 7601 7461 22695 4981 22572 3697 1431 1789 1305 3827 3513 3397 2341 22119 760 1844 1154 2480 309 3388 11114 8799 Tree=270 num_leaves=31 split_feature=7 39 42 80 63 77 24 33 66 65 57 52 46 52 13 58 58 64 82 13 33 14 10 76 70 78 0 15 46 74 split_gain=44.4082 27.2851 21.5942 15.3208 12.0973 12.5319 11.5876 12.8091 11.0348 10.735 9.63014 8.78132 8.26809 8.24046 7.94099 7.29745 15.1675 7.20275 7.09722 7.70746 7.69359 6.56893 6.78008 8.14172 6.39249 5.7053 5.57678 5.51378 5.39202 5.31656 threshold=0.5 0.5 0.5 0.5 3.5 0.5 0.5 4.5 4.5 1.5 0.5 7.5 0.5 1.5 2.5 1.5 10.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 3.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 6 4 5 8 7 9 13 12 24 -3 25 21 15 17 -17 -8 19 20 -10 22 23 -1 -11 29 28 -19 -5 -2 right_child=2 11 -4 26 -6 -7 14 -9 18 10 -12 -13 -14 -15 -16 16 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 29 11 2 28 4 5 17 7 20 24 10 11 12 13 14 16 16 27 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0199428 0.0071145 -0.0413325 -0.0421078 -0.00747668 -0.0490216 0.0161617 -0.0144178 -0.0529837 0.0107315 0.0408498 -0.0207793 0.0353328 0.0517961 0.0248844 -0.0422643 0.0584469 -0.0526275 0.037318 -0.0432129 -0.0371252 0.07177 -0.0484169 -0.0497218 0.0394426 0.10123 0.0404774 0.0783242 -0.0329024 0.0621939 -0.049443 leaf_count=4497 2136 13571 1778 397 1778 1129 2469 602 659 281 203 113 289 346 873 350 224 486 271 259 161 2267 2653 129 130 252 134 155 132 282 internal_value=0 -0.233428 0.0311259 -0.134476 -0.166532 -0.128688 0.078372 0.180847 -0.17751 0.216876 0.539589 -0.395191 0.147009 -0.238916 -0.0451939 0.00551775 0.307453 -0.0605664 0.0599014 0.152636 0.265046 -0.26701 -0.213812 -0.161432 0.691655 0.0900597 0.317422 0.22653 0.146528 0.0366296 internal_count=39006 28496 10510 14812 14149 12371 8732 4175 11242 3573 614 13684 2959 9892 4557 3684 574 3110 1350 1079 820 9546 7279 4626 411 2670 663 641 529 2418 Tree=271 num_leaves=31 split_feature=25 75 39 63 65 74 10 35 32 59 14 87 38 76 33 42 23 14 13 55 63 67 24 14 23 42 66 85 39 40 split_gain=46.6401 41.3522 34.2482 38.3707 40.4339 33.9776 22.4902 17.5276 17.2 13.3961 12.1373 11.2981 11.0992 11.3423 10.9738 10.9459 10.6198 10.3536 10.1177 9.47745 9.63591 11.2525 8.64995 9.86228 13.375 10.0866 8.56419 8.414 7.27128 6.53433 threshold=1.5 3.5 1.5 4.5 0.5 0.5 1.5 2.5 1.5 0.5 1.5 0.5 2.5 3.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 2.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 19 15 -5 13 14 16 -6 26 -7 -16 20 21 22 23 25 -25 27 -4 -1 -2 -10 right_child=28 -3 12 11 10 17 -8 -9 29 -11 -12 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=27 28 1 26 11 15 17 6 7 29 9 10 11 12 13 18 15 16 17 18 19 20 21 22 24 24 25 26 27 28 29 leaf_value=-0.0293 -0.0435742 -0.0489502 0.00617616 0.00815358 -0.0415425 -0.0358938 -0.0447024 -0.0515942 0.0345426 -0.0218236 -0.00072207 0.0312079 -0.0440835 0.0649465 0.00616353 0.00112123 0.0201067 0.00142272 0.0342298 -0.0140111 -0.00157286 -0.0221347 0.0271865 0.00287875 0.0377748 0.0286333 0.0292618 0.00550199 -0.00707107 -0.00224515 leaf_count=1284 3978 1931 3629 869 4013 2665 1922 623 968 1332 453 1333 198 155 603 576 3843 293 1413 592 1565 567 1288 521 668 252 489 402 376 205 internal_value=0 0.0898746 0.0981137 0.0386068 -0.00711948 0.0380587 0.0763936 0.0922356 0.103183 0.0682889 -0.253208 0.223613 0.165496 0.170065 0.164114 -0.340676 0.139197 -0.250392 0.276264 0.0896778 0.109955 0.150973 0.17242 0.10714 0.207993 -0.0144264 0.0857748 -0.106373 -0.332686 0.293791 internal_count=39006 34652 32721 22391 20189 15147 12189 10267 9644 8471 5042 2202 10330 10132 9977 4589 7961 2958 2016 7139 6547 4982 4415 3127 1189 1938 4118 1686 4354 1173 Tree=272 num_leaves=31 split_feature=59 91 39 8 14 42 23 13 42 87 91 33 42 25 68 63 31 73 20 39 66 65 55 14 66 87 0 87 8 42 split_gain=44.3041 30.8833 26.1066 36.9296 33.6102 24.5697 14.897 13.4274 13.8502 11.6079 10.3394 9.78253 9.76954 8.10922 7.8873 7.15294 9.19003 6.72534 8.12266 7.14637 6.48098 6.31475 6.28197 6.29932 5.47842 8.58642 5.832 5.4559 5.74281 7.23786 threshold=1.5 0.5 0.5 2.5 0.5 0.5 1.5 10.5 3.5 1.5 1.5 1.5 2.5 2.5 1.5 12.5 8.5 1.5 1.5 6.5 0.5 2.5 3.5 17.5 2.5 1.5 0.5 4.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 9 11 8 10 -1 20 13 -6 17 21 16 -5 18 19 22 -3 27 23 24 26 -26 -4 28 29 -8 right_child=-2 7 6 15 12 -7 14 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=9 0 20 26 16 12 5 29 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 25 25 26 27 28 29 leaf_value=-0.0378373 -0.0418016 -2.93085e-05 0.0192261 0.00279616 0.00507279 0.00529954 -0.00831326 0.0372556 0.0306586 -0.00101216 -0.0397534 -0.0213053 0.0450171 -0.05919 -0.0436398 0.0321772 0.0337768 -0.00325122 0.050458 0.0322332 -0.0233225 -0.0344783 0.054854 0.0444869 -0.0160314 0.0349896 0.00068312 0.0224894 0.0170388 0.0260263 leaf_count=8078 4740 1729 4217 975 2515 1082 2422 217 149 505 2267 403 164 122 518 592 286 462 295 1004 2403 276 108 231 771 222 783 499 766 205 internal_value=0 0.0648162 0.0904586 0.00517763 -0.0865633 -0.211211 0.144528 -0.122266 -0.157235 -0.317725 -0.198434 0.18428 0.0976322 0.193997 0.0363721 0.188418 0.115232 0.198169 0.21002 0.198235 -0.120421 0.0542873 0.17264 0.16368 0.151383 -0.02123 0.169566 0.0719235 0.030415 -0.0302901 internal_count=39006 34266 27501 14197 12344 9665 13304 6765 6548 8583 6399 8618 2679 8215 4686 1853 1261 8093 7631 7336 4132 4168 6332 6224 5993 993 5000 3892 3393 2627 Tree=273 num_leaves=31 split_feature=23 8 87 39 14 41 59 42 88 25 48 41 87 25 15 24 39 85 52 53 59 66 56 13 41 15 75 24 14 91 split_gain=51.7864 28.8002 29.8179 17.4418 22.1109 16.2475 12.5723 12.2925 11.3265 13.1267 10.1872 10.3699 9.15526 8.80217 10.7627 13.3572 6.76799 6.60325 8.09851 6.56883 6.12993 6.51425 5.44401 5.32943 5.03936 4.94933 6.14802 4.87854 4.73909 5.03166 threshold=2.5 0.5 0.5 0.5 2.5 1.5 1.5 2.5 0.5 0.5 0.5 2.5 2.5 1.5 0.5 5.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 5.5 0.5 5.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 8 10 -1 9 27 11 13 -2 14 15 17 -8 18 -4 -11 21 -19 -7 25 -3 26 -16 -5 -29 -30 right_child=12 24 6 5 -6 22 16 -9 -10 19 -12 -13 -14 -15 23 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_parent=7 12 24 18 27 4 22 16 7 8 19 10 11 12 13 26 15 16 21 18 19 20 21 22 23 24 25 26 28 29 29 leaf_value=-0.0355916 -0.0405031 -0.0389381 0.016828 -0.0285594 0.0219313 0.0494039 0.0162247 0.0406534 -0.0348246 0.0472455 -0.0267753 0.0613342 -0.00859628 0.0543429 0.0172295 0.0520985 0.08547 0.00960095 0.0768758 -0.0176493 0.0509877 -0.0208957 -0.0287288 -0.0232912 -0.0103549 -0.0239277 -0.0423493 -0.008972 0.00470993 0.0558634 leaf_count=7716 11197 3092 686 1065 577 520 215 124 1261 300 742 180 945 170 1168 428 168 1163 147 189 109 987 161 793 1096 325 167 2341 784 190 internal_value=0 -0.0207754 0.0160849 -0.0894689 -0.22575 0.0116863 0.133804 -0.317918 -0.0448164 0.0139207 0.10911 0.134248 -0.346109 0.112776 0.091592 0.175623 0.582575 0.108191 0.298033 0.344002 0.0357051 -0.00152185 0.407654 -0.0476899 -0.309513 0.0354622 0.110895 -0.0607687 -0.0107931 0.158234 internal_count=39006 26864 22676 15228 8417 6811 7448 7840 6130 4869 7065 6323 12142 6143 5973 3520 383 3092 833 489 2259 2150 681 2453 4188 1660 1335 4380 3315 974 Tree=274 num_leaves=31 split_feature=33 33 74 42 42 43 33 53 70 24 66 59 15 88 66 33 15 14 63 8 63 66 32 23 32 24 23 53 14 39 split_gain=243.579 23.49 12.2781 11.0321 8.91978 8.33133 3.08124 2.90901 2.45911 2.3585 2.52965 2.87515 2.16364 1.31819 1.2086 0.60178 0.516398 0.506871 0.694015 0.41022 1.28449 0.288789 0.282802 0.251013 0.151699 0.0884424 0.160788 0.219568 0.272037 0.282334 threshold=2.5 6.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 1.5 4.5 1.5 0.5 2.5 8.5 4.5 0.5 3.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=6 2 3 5 13 8 19 9 12 10 11 14 -2 16 23 -5 -3 21 -19 25 -21 -11 -9 -8 -4 26 27 28 29 -1 right_child=1 4 24 15 -6 -7 7 22 -10 17 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 12 16 24 15 4 5 23 22 8 21 10 11 12 13 14 15 16 18 18 20 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0396453 0.038566 0.0568486 -0.0616676 -0.0563839 -0.00914418 -0.0340012 0.00145389 -0.050345 0.0602138 -0.0335951 -0.0522336 -0.052549 -0.000339521 0.0324433 0.0304278 -0.0262105 0.0440569 -0.0196849 -0.0512495 -0.0138481 -0.0489959 -0.0495498 -0.034036 -0.0153506 -0.0466702 -0.0508168 -0.0512217 -0.0512157 -0.0514065 -0.0518706 leaf_count=1790 184 1199 143 129 139 177 131 3999 134 299 327 228 115 100 125 100 136 389 245 197 1378 985 303 187 112 15393 5729 3124 1041 468 internal_value=0 0.332932 0.0419548 0.154596 0.487388 0.278473 -0.46979 -0.380872 0.385457 -0.292553 -0.161866 -0.0690856 0.279731 0.532522 0.0356382 -0.428827 0.552523 -0.400465 -0.298652 -0.49516 -0.417059 -0.454815 -0.489504 -0.0563136 -0.559486 -0.500102 -0.489131 -0.472684 -0.450189 -0.423151 internal_count=39006 2668 1094 839 1574 610 36338 7218 433 2916 998 671 299 1435 443 229 1335 1918 634 29120 1575 1284 4302 318 255 27545 12152 6423 3299 2258 Tree=275 num_leaves=31 split_feature=10 59 41 39 10 59 56 66 39 14 41 25 39 16 88 92 31 36 13 66 37 89 38 31 65 7 10 33 51 67 split_gain=156.157 146.802 54.0239 28.8068 23.5893 22.4969 17.951 16.3567 14.6977 12.0601 10.0449 9.91975 9.44602 10.8062 9.29325 9.13239 8.81765 9.30654 8.54263 8.45971 8.02092 7.69077 7.46342 6.59762 6.46074 6.64769 6.24306 6.00928 6.31798 5.78082 threshold=5.5 1.5 0.5 1.5 2.5 7.5 0.5 1.5 0.5 2.5 4.5 0.5 0.5 0.5 2.5 1.5 1.5 1.5 5.5 4.5 3.5 3.5 5.5 1.5 1.5 0.5 1.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 9 6 10 8 -6 11 14 12 22 21 -14 15 16 17 18 26 -5 -2 -3 24 -10 -1 -26 27 28 29 -4 right_child=20 5 3 19 7 -7 -8 -9 23 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=24 20 21 29 19 7 5 6 7 23 9 10 11 13 13 14 15 16 17 18 19 20 21 22 23 25 25 26 27 28 29 leaf_value=-0.0308539 0.0531705 0.0244726 0.0323812 -0.0410815 0.0464648 0.0464352 -0.00149447 -0.0362409 -0.0470435 -0.0416845 0.043899 0.00631549 -0.0325113 0.0241377 -0.0302046 0.062973 -0.00660418 -0.0372202 -0.0529355 0.0108193 -0.00547361 -0.0570069 0.0542205 -0.0109661 0.0423243 -0.0399431 0.055329 -0.0293504 -0.0106868 0.00552915 leaf_count=8735 3858 964 1446 2188 346 2275 1743 315 10288 394 391 528 410 236 181 123 864 186 200 374 107 100 125 1113 341 252 235 177 163 348 internal_value=0 0.00513803 -0.116646 0.052695 -0.231967 0.319094 -0.26437 0.210408 -0.311305 0.125107 0.174767 -0.218382 0.104139 -0.106255 0.149014 0.172124 0.148592 0.199526 0.224497 -0.302275 0.512101 0.209844 -0.266384 -0.433868 -0.281103 0.101248 0.24264 0.20969 0.231347 0.266681 internal_count=39006 35041 30665 6879 23786 4376 23125 661 21382 4317 2101 9981 1710 646 3923 3742 3619 2755 2569 2562 3965 1064 9453 11401 9328 593 2369 2134 1957 1794 Tree=276 num_leaves=31 split_feature=38 85 39 42 16 55 10 38 8 58 60 66 80 55 10 17 43 55 12 15 23 16 24 3 10 39 79 66 31 36 split_gain=71.4219 23.7262 13.1109 12.3443 15.9349 11.8374 12.7735 8.56907 7.83476 8.53733 7.48955 7.40627 8.45753 7.09255 6.36854 6.26942 6.0608 6.05702 5.91541 5.79731 5.80221 5.69624 5.40585 7.12532 5.0303 6.82268 4.88027 4.73897 8.89987 6.44538 threshold=0.5 1.5 0.5 0.5 0.5 0.5 0.5 2.5 9.5 2.5 0.5 0.5 0.5 4.5 1.5 0.5 2.5 1.5 0.5 1.5 6.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 8 11 22 6 16 19 9 -3 -7 12 17 14 -4 -14 27 24 -6 20 26 -21 23 -5 25 -1 -8 28 -2 -29 right_child=5 2 13 4 18 10 7 -9 -10 -11 -12 -13 15 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=25 28 9 14 23 18 10 26 7 8 9 10 11 15 13 14 15 16 17 18 21 20 21 22 23 24 25 26 29 28 29 leaf_value=-0.00963787 -0.00956716 0.0186475 -0.0246452 0.0237223 0.0696795 0.0377444 0.0569654 0.0400189 -0.0534668 -0.042443 -0.032343 -0.0371502 0.0730846 0.0234013 0.0517203 -0.0259328 0.0363038 0.0274602 -0.00796665 -0.0471438 -0.0144934 0.0222218 -0.0313335 -0.0440498 -0.0483561 -0.0365561 -0.0196678 -0.0317337 0.0534971 0.00488539 leaf_count=2791 676 2155 4407 530 227 907 238 420 216 333 145 13942 152 141 130 174 152 233 120 354 255 141 1737 621 2789 3066 148 1191 159 456 internal_value=0 -0.193232 -0.0416325 -0.265191 -0.0587017 0.14451 0.0722587 0.233285 0.101593 0.138449 0.330848 -0.305724 -0.214396 -0.172391 -0.220079 0.334378 -0.0529437 -0.244253 0.464993 0.048031 0.215129 -0.216105 -0.184432 0.0304591 -0.268099 -0.218217 0.415425 -0.0938201 0.0674388 -0.184369 internal_count=39006 33764 7382 26382 3235 5242 4190 1556 2704 2488 1052 23147 9205 4678 4537 326 2634 8879 347 1136 641 495 2888 1151 8646 5857 386 2482 835 1647 Tree=277 num_leaves=31 split_feature=37 13 74 77 18 42 67 89 46 85 34 90 38 59 19 14 10 85 10 14 31 24 59 72 68 31 27 56 53 35 split_gain=90.9616 81.3815 48.9121 41.4077 30.9339 27.4141 27.1203 20.0773 25.4442 18.0069 16.0299 15.3575 12.8123 12.4303 12.2428 11.5112 11.2219 11.2165 12.1263 11.0653 11.0227 13.2612 10.7969 9.18599 9.17428 8.34315 8.1437 7.88263 7.45038 7.17255 threshold=1.5 1.5 5.5 0.5 1.5 0.5 8.5 1.5 0.5 4.5 6.5 7.5 10.5 6.5 1.5 0.5 1.5 0.5 2.5 2.5 3.5 0.5 1.5 1.5 2.5 2.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 9 7 8 15 12 24 20 13 19 -3 17 25 18 22 -2 21 -5 23 26 -7 27 -1 29 -9 -10 right_child=5 14 -4 11 -6 10 -8 28 16 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 19 14 2 21 4 24 6 28 29 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0090559 0.0491688 -0.0436933 0.0396645 0.0138632 0.0440865 -0.033618 0.0570418 0.0274249 0.0394655 -0.0440441 0.0578691 -0.0645693 -0.0536953 -0.0401772 0.00372384 -0.0406438 -0.0501937 -0.0355038 -0.0480878 -0.0198884 -0.0039029 0.0479468 -0.0434861 0.0530603 0.0233576 -0.0349039 0.0369299 -0.0151201 -0.0175883 -0.00495179 leaf_count=4028 2666 9654 1034 975 428 906 149 465 544 199 101 116 102 213 388 5790 319 3893 2646 238 446 747 1562 116 117 152 314 284 215 200 internal_value=0 -0.049731 0.0202938 -0.0253717 -0.0959094 0.308075 -0.12554 -0.146683 -0.183466 0.39558 -0.0416611 0.205921 0.425641 0.444885 -0.388063 -0.245708 0.0726117 -0.189941 -0.118683 0.466537 0.236325 0.306225 -0.0684107 -0.0180293 -0.185799 0.135185 -0.0505962 0.196395 0.15845 0.287142 internal_count=39006 34464 24422 23388 21104 4542 20676 20527 19847 3418 1124 2284 3219 3117 10042 18348 1499 12558 8665 2904 2168 1722 6019 4457 1023 1180 4342 1028 680 744 Tree=278 num_leaves=31 split_feature=40 35 58 7 52 76 19 13 90 67 39 23 91 59 63 43 14 10 63 10 40 21 66 42 77 43 65 7 75 9 split_gain=81.8574 61.0325 27.0007 22.445 20.2443 18.8735 19.0303 20.9609 18.1533 16.1126 15.2491 13.6624 16.2215 13.4583 13.7687 11.6661 11.558 10.7271 10.3329 9.4768 8.24831 7.99392 7.6367 7.1699 7.08169 7.12055 6.93992 7.22683 6.15229 5.66152 threshold=0.5 0.5 1.5 3.5 2.5 1.5 1.5 4.5 2.5 0.5 2.5 1.5 0.5 1.5 6.5 0.5 5.5 2.5 4.5 0.5 1.5 0.5 5.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 10 8 6 7 13 9 -1 15 12 -11 14 16 18 17 20 19 23 26 -14 -15 28 25 -22 27 -2 -3 -4 right_child=5 3 29 -5 -6 -7 -8 -9 -10 11 -12 -13 21 22 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=9 27 28 29 3 4 5 6 7 8 12 10 11 21 22 14 15 16 17 18 19 25 21 22 23 24 25 26 27 28 29 leaf_value=-0.0406088 0.00250914 0.0293185 0.0293889 0.0311858 0.0254828 0.0579815 -0.024816 -0.0487903 0.0315061 -0.0132824 -0.0439605 -0.0363302 0.106287 -0.0386332 -0.0513339 -0.0228191 -0.0474529 -0.0424288 -0.0516095 -0.0210917 0.0638221 0.00214512 0.0272975 -0.047597 -0.00107426 0.0267145 0.0402521 0.0382909 0.000236966 -0.0378668 leaf_count=21133 1243 1582 455 769 220 365 1075 634 166 817 1257 1395 188 624 238 1616 315 423 308 950 540 148 157 234 173 256 746 292 586 101 internal_value=0 -0.143876 -0.272567 0.0514601 -0.311174 0.185123 0.141588 0.190944 -0.337586 -0.359084 -0.0379287 -0.0854154 0.182365 0.226109 0.26717 0.0149568 0.29051 0.311097 0.0905948 0.125797 0.33151 0.732793 -0.166497 0.187344 0.468413 0.523252 0.244859 0.141485 0.215302 0.205276 internal_count=39006 31925 24623 7302 24067 7081 6716 5641 23847 23681 6533 2548 1153 5007 4226 5276 3988 3673 3660 3352 3250 336 781 2402 969 796 2281 1535 2168 556 Tree=279 num_leaves=31 split_feature=66 8 13 52 13 6 80 14 42 10 76 7 70 58 73 14 74 40 77 75 54 36 89 41 24 78 23 4 31 41 split_gain=41.6894 29.6765 16.976 18.3242 15.8233 12.528 11.2277 11.0879 10.8379 9.01195 8.84447 8.88529 8.28062 8.07871 6.99895 7.72562 7.15148 6.80369 6.25411 6.2447 6.12532 6.05839 10.0076 7.24955 6.63147 7.72646 10.1774 5.82934 5.17875 5.17122 threshold=2.5 3.5 2.5 1.5 1.5 1.5 0.5 0.5 0.5 1.5 0.5 2.5 4.5 1.5 1.5 2.5 11.5 2.5 1.5 9.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 4 3 5 6 7 8 9 12 10 11 13 14 20 15 16 17 19 -6 21 -1 24 23 -23 25 26 -2 -8 -27 -5 right_child=1 -3 -4 29 18 -7 27 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 28 -28 -29 -30 -31 leaf_parent=20 26 1 2 29 18 5 27 7 8 9 10 11 12 13 14 15 16 17 18 19 20 23 22 23 24 28 26 27 28 29 leaf_value=-0.027515 0.0460433 -0.0473297 -0.047668 0.0481151 -0.0341265 0.0269888 0.0277462 -0.0445909 -0.0398979 -0.0474286 0.0308234 0.0405175 0.0718624 0.0502558 -0.0228309 -0.0476295 -0.0480491 -0.0387565 0.0148837 0.0579695 0.000910198 0.0465392 -0.0316738 -0.0310439 -0.021654 0.0690853 -0.00170178 0.0845173 0.0160008 -0.00202533 leaf_count=6806 397 2310 6510 491 2236 413 585 5100 731 3991 262 239 114 154 737 408 313 261 201 200 1066 621 357 153 778 198 2599 138 241 396 internal_value=0 -0.00244628 -0.253522 -0.198597 0.0473508 -0.235068 0.0950503 -0.259191 0.0595684 -0.198693 -0.154585 -0.184487 0.0862661 -0.209589 0.0706134 0.0992936 0.117312 0.133874 -0.242463 0.152439 -0.229291 0.130903 0.295314 0.393575 0.0738698 0.121473 0.0576191 0.417002 0.415071 0.253457 internal_count=39006 13578 25428 18918 11268 18031 8831 17618 8108 12518 8527 8265 7377 8026 7263 6526 6118 5805 2437 5544 7872 5344 1131 774 4213 3435 2996 723 439 887 Tree=280 num_leaves=31 split_feature=67 10 16 32 35 76 87 41 24 74 0 8 13 13 62 29 47 54 28 8 14 12 87 66 33 90 28 52 31 71 split_gain=41.3974 34.6003 29.2299 23.4323 22.6094 21.7791 18.5985 18.2928 12.5375 12.4126 11.9786 11.2676 12.2668 10.6148 9.97378 9.56222 9.25348 13.7727 9.17481 8.81859 8.33381 8.3321 8.48651 9.7916 7.88693 7.82287 7.75111 7.48815 9.45199 7.19876 threshold=0.5 1.5 1.5 1.5 0.5 3.5 0.5 2.5 0.5 3.5 4.5 5.5 3.5 5.5 2.5 0.5 1.5 0.5 0.5 0.5 7.5 0.5 5.5 5.5 8.5 0.5 0.5 0.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 11 13 9 -3 16 15 12 14 -6 20 18 24 21 25 -8 -2 22 23 27 29 -5 -19 -18 -29 -1 right_child=5 8 -4 10 6 -7 19 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=29 20 8 2 25 13 5 19 7 8 9 10 11 12 13 14 15 27 26 18 19 20 21 22 23 24 25 26 28 28 29 leaf_value=0.00816377 -0.0383127 -0.0452903 -0.0367936 0.0274186 -0.0247797 0.0642386 -0.000193802 -0.0394907 -0.00422521 -0.0535981 -0.0328186 0.0197533 0.00681856 0.0159485 0.0348889 -0.0137505 0.0328279 0.00407667 -0.00106155 0.0308844 0.00212506 -0.00575809 -0.00626447 0.00485142 -0.0429578 -0.0144957 -0.0464852 0.0220571 -0.0338197 0.0262259 leaf_count=8998 4640 4527 1611 3919 3063 116 993 941 1017 574 165 174 314 189 129 233 2622 389 450 433 134 423 198 571 659 207 200 434 111 572 internal_value=0 0.0931984 0.105895 0.113758 0.0832579 -0.158615 -0.0593578 0.110095 -0.241458 0.11738 0.21331 -0.196924 -0.239095 -0.187971 -0.304331 0.225532 0.121257 0.18272 0.240414 0.0952092 -0.33458 0.2112 0.232044 0.252909 0.0903562 0.26191 -0.113966 0.290076 0.110351 0.0950349 internal_count=39006 33499 27955 26344 21370 5507 4678 16692 5544 15751 4974 5391 5217 3252 4903 4809 15177 4948 4576 1426 4774 4359 3936 3738 10229 4126 589 3167 545 9570 Tree=281 num_leaves=31 split_feature=41 24 42 16 84 13 7 87 66 26 63 85 71 23 19 3 73 20 47 54 47 84 23 31 53 41 42 71 24 41 split_gain=33.7374 29.0159 23.6461 21.1054 20.8989 19.724 14.7941 14.6758 12.6694 10.9445 10.5783 9.52642 15.1439 8.97332 8.96354 9.63803 8.06142 11.3611 9.85584 19.4009 14.9277 13.221 8.64584 17.2112 7.3902 7.35859 7.3015 7.25022 7.15389 7.10788 threshold=2.5 0.5 0.5 0.5 0.5 6.5 0.5 2.5 1.5 0.5 13.5 0.5 2.5 3.5 2.5 1.5 0.5 1.5 4.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 10.5 3.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 6 5 11 9 27 26 16 -10 12 -1 29 15 -4 17 18 20 22 25 -22 28 -24 -19 -3 -8 -5 -20 -6 right_child=-2 3 14 7 13 -7 8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 24 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=12 0 25 15 27 29 5 26 7 10 9 10 11 12 13 14 15 16 24 28 19 21 21 23 23 24 25 26 27 28 29 leaf_value=-0.0391227 -0.0413145 0.0164195 0.0208709 -0.0303943 0.0221549 0.0511683 0.00341318 0.0226862 -0.0281548 0.0364274 0.0274358 -0.0108269 0.0225712 -0.0367789 -0.0530679 -0.0451741 0.000176768 0.0754992 -0.00150694 0.0774926 -0.0100876 0.0294121 -0.024146 0.0318382 0.0212082 -0.0195414 0.0388516 0.0259304 0.0543659 -0.0246188 leaf_count=9526 2868 6377 1414 2277 1116 117 1693 312 1852 919 117 1809 264 565 180 600 1654 134 143 218 2141 415 556 363 178 273 149 120 383 273 internal_value=0 0.0625128 -0.0562912 0.100398 -0.133129 -0.216329 0.118695 -0.135575 -0.0114946 0.143746 -0.192156 -0.249449 -0.33569 0.0907384 0.141142 0.171696 0.1307 0.148108 0.137266 0.281647 0.114989 -0.0287669 0.185625 0.0686347 0.479262 0.154106 0.0843096 -0.250691 0.401173 0.155109 internal_count=39006 36138 15864 20274 13670 11716 17565 2709 3811 13754 1969 11599 9790 1954 2194 2014 12835 11181 10869 1663 9206 2556 1445 919 312 6650 1842 2397 526 1389 Tree=282 num_leaves=31 split_feature=66 41 13 10 87 23 14 15 14 24 55 17 41 78 52 35 15 55 24 71 87 53 61 15 42 24 47 74 24 73 split_gain=50.6881 26.4511 22.491 20.5278 18.9056 15.3134 13.9767 10.8703 11.618 11.1047 10.4812 10.1454 10.056 9.77512 11.0705 9.68417 9.17373 7.01521 8.5383 6.9457 9.17033 6.69393 6.8347 5.62242 5.67949 5.54724 5.48589 5.34046 7.4487 5.27388 threshold=2.5 0.5 3.5 0.5 1.5 0.5 10.5 0.5 1.5 1.5 1.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 4.5 0.5 3.5 0.5 0.5 3.5 6.5 2.5 1.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 12 6 5 7 11 8 9 10 -1 13 -2 19 -15 29 17 18 26 20 -3 22 -14 24 -21 -7 -6 -9 -29 -4 right_child=2 3 15 -5 16 25 -8 27 -10 -11 -12 -13 21 14 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=10 12 20 29 3 26 25 6 27 8 9 10 11 22 14 14 15 16 17 18 24 20 21 22 23 24 25 26 28 28 29 leaf_value=-0.0285404 -0.0444144 -0.000904795 0.0379724 -0.0197534 0.0132705 -0.0336104 0.0648672 -0.0240963 0.0317736 0.0136586 0.0733893 -0.00650151 0.0720974 0.0990723 -0.020969 -0.0356513 -0.0103474 0.0567776 0.0486853 0.059762 0.0486228 -0.0266342 -0.026904 -0.000591305 0.00839841 -0.0104732 -0.0227694 -0.0337142 0.0525771 -0.0362698 leaf_count=2266 10454 1352 687 2594 1081 6475 271 2936 606 1132 101 1550 258 159 116 441 1230 222 244 446 220 1391 218 160 139 1217 522 250 135 133 internal_value=0 -0.00354338 -0.30748 0.152728 -0.0699996 -0.134273 0.229847 -0.0462713 0.0505042 -0.042767 -0.221961 0.176267 -0.387418 0.252415 0.706806 0.0948178 0.0945988 0.186887 0.133087 0.20116 0.0923612 -0.0835783 0.315443 0.370417 0.471648 -0.269672 0.052628 -0.190476 0.147683 0.2799 internal_count=39006 25424 13582 7007 18417 15118 4413 7426 4105 3499 2367 4142 12321 2592 275 1261 3299 2069 1847 2317 1572 1867 476 745 585 7692 1603 3321 385 820 Tree=283 num_leaves=31 split_feature=33 82 42 74 43 33 23 53 23 10 47 33 24 66 79 47 14 24 23 8 63 71 23 7 23 7 14 35 33 24 split_gain=229.534 21.1682 12.2521 10.6111 7.61527 3.31455 2.5602 2.36031 2.61032 2.12881 1.58336 1.02586 1.02152 1.25444 1.58388 0.926122 0.673202 1.74892 0.559153 0.432191 1.36439 0.377871 0.353329 0.215259 0.158846 0.147657 0.206101 0.128572 0.150012 0.0975653 threshold=2.5 0.5 0.5 0.5 0.5 1.5 3.5 0.5 0.5 0.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 8.5 4.5 0.5 2.5 0.5 3.5 1.5 2.5 0.5 6.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=5 2 3 4 9 11 -4 8 -7 16 -3 19 13 14 15 18 17 21 -13 29 -21 24 -18 -10 27 26 -14 28 -2 -1 right_child=1 10 6 -5 -6 7 -8 -9 23 -11 -12 12 25 -15 -16 -17 22 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 28 10 6 3 4 8 6 7 23 9 10 18 26 13 14 15 22 17 18 20 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0486819 0.0644655 -0.0131553 0.00856897 -0.010023 -0.000292558 0.0137075 -0.0419913 -0.0477508 -0.044265 0.022828 -0.0546261 -0.0163119 -0.0512637 -0.0515073 -0.0513541 0.001216 0.0582696 0.0301491 -0.0439769 -0.0115547 -0.0488288 0.0430019 0.0721086 -0.0246728 0.0507634 -0.0391469 -0.0391781 0.0503613 0.0571595 -0.0507415 leaf_count=12161 139 142 101 185 170 133 111 1023 213 101 273 210 2317 830 789 278 275 141 301 188 1374 101 105 180 155 487 460 102 548 15413 internal_value=0 0.331351 0.390952 0.441931 0.488648 -0.467592 -0.13174 -0.262042 -0.113927 0.528812 -0.381469 -0.480072 -0.417407 -0.340055 -0.264753 -0.16909 0.548677 0.521553 -0.275391 -0.49351 -0.411056 0.554 0.622882 -0.351201 0.568278 -0.478799 -0.492897 0.581961 0.592469 -0.498735 internal_count=39006 2649 2234 2022 1837 36357 212 1549 526 1667 415 34808 5672 2408 1578 789 1566 1186 511 29136 1562 1045 380 393 944 3264 2777 789 687 27574 Tree=284 num_leaves=31 split_feature=10 41 13 13 14 3 14 41 92 10 38 34 23 42 34 61 89 61 8 24 74 36 66 66 86 85 35 75 37 90 split_gain=145.155 110.153 27.8732 27.4223 25.4121 20.6126 17.0793 15.2439 13.9902 11.9045 13.887 13.3611 12.2022 10.7243 9.85556 9.84178 9.84002 8.42182 8.22477 6.99819 6.89744 7.40267 6.85033 6.77352 6.68403 6.63283 6.51993 7.81714 6.47416 6.38252 threshold=5.5 0.5 4.5 2.5 3.5 1.5 2.5 2.5 0.5 0.5 3.5 1.5 3.5 3.5 1.5 1.5 1.5 0.5 10.5 0.5 1.5 0.5 4.5 2.5 0.5 0.5 0.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 5 7 6 8 13 9 10 11 20 16 14 17 -7 19 18 23 -11 22 26 -1 25 -19 -3 27 -22 -2 -10 right_child=28 2 -4 -5 -6 15 -8 -9 29 12 -12 -13 -14 -15 -16 -17 -18 24 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 28 25 2 3 4 15 6 7 29 19 10 11 12 13 14 15 16 24 18 19 27 21 22 23 24 25 26 27 28 29 leaf_value=-0.0311363 0.052364 0.0243276 -0.0357215 -0.045751 -0.0473715 0.0419135 -0.0478703 0.033963 0.0356649 0.0431287 0.0865429 0.0416593 -0.0232482 -0.0397057 0.039321 -0.0188682 -0.0591796 -0.00906483 -0.054296 -0.00149346 0.0678965 -0.0419231 -0.00998361 0.0376251 0.0189242 -0.01253 -0.0171333 -0.0276208 0.00112512 -0.0371737 leaf_count=8036 3874 675 1399 5908 633 505 2766 2432 645 585 147 262 1121 386 777 279 136 1468 153 561 322 505 2601 787 729 416 443 178 111 166 internal_value=0 0.0031077 0.177285 -0.16542 0.205544 -0.116195 -0.150073 0.226889 -0.115338 -0.143573 -0.194705 -0.208009 0.0417476 0.14732 0.167095 0.256581 0.205535 0.121754 0.2166 0.278095 -0.230007 0.0128775 -0.260239 0.241689 0.0108606 0.121203 0.177639 0.425838 0.50441 0.250823 internal_count=39006 35021 9855 25166 8456 19258 18474 7823 15708 14897 12494 12347 2403 5391 5005 784 1282 4228 2031 1146 12085 1448 10637 1878 2197 1091 943 500 3985 811 Tree=285 num_leaves=31 split_feature=38 49 55 91 14 84 9 44 7 8 10 88 91 85 18 14 47 23 54 53 24 66 42 10 86 24 85 72 31 71 split_gain=67.3451 19.7847 21.9861 14.1476 12.0543 14.1111 12.0049 11.4201 10.5103 9.97924 9.06821 8.98079 7.2346 7.13822 6.52448 6.66843 6.56819 6.3297 6.05366 5.80762 5.6156 5.36078 9.37219 7.90457 6.90295 5.19054 10.301 5.29579 4.72339 4.64434 threshold=0.5 1.5 2.5 0.5 1.5 0.5 0.5 2.5 0.5 4.5 4.5 0.5 0.5 1.5 3.5 6.5 0.5 0.5 0.5 0.5 4.5 0.5 0.5 0.5 0.5 1.5 3.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 20 8 9 10 12 18 14 28 15 16 -2 19 -3 -8 21 23 -23 -1 -24 27 -27 29 -10 -7 right_child=7 11 -4 -5 -6 25 17 -9 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 24 -25 -26 26 -28 -29 -30 -31 leaf_parent=23 16 18 2 3 4 29 19 7 28 9 10 11 12 13 14 15 16 17 18 19 20 22 24 23 24 26 26 27 28 29 leaf_value=-0.00708221 0.0506128 0.0327731 0.0172494 -0.0441283 -0.0405667 0.0427522 0.0787221 0.0436795 -0.033452 -0.0409191 -0.0480843 -0.0247836 -0.0160555 0.0197141 -0.0509777 -0.0497714 0.023451 -0.00931703 -0.0151858 0.00399588 -0.0503177 -0.0352014 -0.0137696 -0.0466502 0.0639176 -0.0393872 0.0351208 -0.0240229 -0.000251535 0.00109502 leaf_count=4196 645 550 575 7264 4415 800 170 333 927 224 349 390 405 359 130 101 1205 1013 223 386 1640 7635 547 1968 123 875 232 355 533 438 internal_value=0 -0.18067 -0.212949 -0.242907 -0.202541 -0.162117 -0.212477 0.150176 0.104243 0.186871 0.22014 0.108946 0.247282 -0.0658969 0.28594 0.305503 0.325798 0.111001 0.227556 0.412113 -0.249457 -0.224881 -0.297926 -0.135497 0.085578 0.0667379 -0.133487 0.184128 -0.176938 0.273772 internal_count=39006 33795 32632 32057 24793 20378 17678 5211 4878 3059 2835 1163 2486 1819 2081 1951 1850 1569 773 556 16109 14469 8305 6164 670 2700 1107 1593 1460 1238 Tree=286 num_leaves=31 split_feature=68 67 74 34 68 89 77 67 70 47 77 72 86 85 85 83 74 70 16 78 13 47 47 13 10 10 89 14 42 6 split_gain=85.5258 62.2892 64.646 52.4905 24.9871 24.9671 20.0079 19.0239 18.3372 14.847 17.3901 13.4418 12.8387 10.9291 9.60034 9.43823 8.57593 8.53818 10.4926 8.05841 7.95444 7.45384 6.73186 6.65285 7.81683 6.58054 6.44422 6.34092 6.03434 7.08946 threshold=0.5 0.5 6.5 7.5 10.5 1.5 1.5 8.5 1.5 0.5 14.5 3.5 1.5 2.5 0.5 1.5 6.5 3.5 0.5 2.5 1.5 3.5 4.5 1.5 6.5 1.5 0.5 2.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 9 6 8 13 11 23 12 15 16 17 21 20 19 18 22 26 28 -10 25 24 -2 27 -11 -3 29 -1 right_child=4 7 -4 -5 -6 -7 -8 -9 14 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 24 27 2 3 4 5 6 7 21 26 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0303407 0.0399332 0.0261355 0.0384599 0.0549111 0.0548083 0.00902137 0.011033 0.0547601 0.0379006 -0.00420376 0.0654996 0.0361551 -0.0282404 -0.0370376 -0.0365292 0.0412776 0.0562142 0.0454277 -0.0159297 -0.0499922 -0.0487108 -0.0494019 -0.0361551 -0.0037592 -0.042371 -0.0174571 0.0224955 -0.0406197 -0.0505372 0.0246619 leaf_count=14146 1309 1880 715 308 912 718 414 354 429 1164 118 155 504 477 311 107 135 233 755 131 9011 118 204 299 211 435 632 162 2552 107 internal_value=0 -0.0679205 -0.155899 -0.210532 0.247308 -0.245286 -0.284427 0.167505 -0.314195 0.17841 0.0760343 -0.344589 0.024214 0.106328 0.0668679 -0.357571 0.102918 0.138861 0.0978263 0.0588061 -0.36608 0.256814 0.167735 0.326236 0.371789 0.195448 0.0961471 0.236228 -0.319929 -0.288366 internal_count=39006 33591 29091 28376 5415 28068 27350 4500 26936 4503 2684 26078 2566 4146 858 25923 2062 3669 3436 1927 25816 547 2681 1819 1520 2477 1796 2042 16805 14253 Tree=287 num_leaves=31 split_feature=61 66 58 14 63 35 42 13 40 41 37 7 52 29 90 37 52 74 61 23 29 31 45 13 23 70 10 13 90 40 split_gain=76.6561 50.8765 26.0432 24.977 23.7311 18.7557 15.7689 13.4931 13.0635 10.8059 9.1718 8.53919 8.45286 9.65869 8.22016 8.12247 7.39685 7.19606 6.65997 6.59808 6.5373 7.42238 6.13091 6.02993 8.17383 5.64987 6.23339 5.39934 5.19626 5.12644 threshold=1.5 1.5 7.5 2.5 4.5 0.5 1.5 1.5 0.5 0.5 1.5 4.5 1.5 0.5 1.5 1.5 3.5 16.5 3.5 2.5 2.5 1.5 0.5 2.5 3.5 1.5 4.5 3.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 14 3 6 5 7 8 12 11 15 22 16 13 28 29 17 23 20 -12 -15 21 27 -10 24 25 26 -2 -7 -3 -1 right_child=2 4 -4 -5 -6 9 -8 -9 10 -11 18 -13 -14 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 26 28 2 3 4 27 6 7 22 9 18 11 12 19 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0393644 0.0180598 -0.0205329 0.0617169 -0.0405255 -0.0473575 0.0297947 -0.0445664 -0.0473659 0.0358758 -0.0134469 -0.0464508 0.0321372 0.0396053 0.0490562 0.0445841 -0.0376739 0.0396528 -0.049673 0.015437 -0.0184817 0.0635459 -0.00336059 -0.000448362 -0.03442 -0.0240971 -0.0299723 -0.0515766 -0.0430892 0.0369644 0.0097101 leaf_count=16705 1595 3951 299 1498 2076 1186 541 1908 1624 1283 326 308 175 300 112 345 103 166 257 301 117 612 257 881 881 180 482 162 122 253 internal_value=0 -0.164122 0.139942 0.100827 -0.041053 0.00212927 0.139101 -0.139009 0.161596 0.11716 0.269273 0.0565011 -0.0612839 -0.105188 -0.366412 0.184629 0.00131629 0.213456 -0.0460013 0.251818 0.234681 0.199492 0.320294 -0.0373956 0.00723795 0.0929036 0.143256 0.274216 -0.175624 -0.379504 internal_count=39006 29774 9232 8933 12704 10628 7435 6757 6894 3871 2464 4430 4849 4674 17070 2588 4122 2243 583 601 2077 1960 1881 4019 3138 2257 2077 1348 4073 16958 Tree=288 num_leaves=31 split_feature=66 8 13 52 24 39 57 80 13 59 23 33 61 66 10 78 14 76 47 58 54 35 58 52 34 14 85 6 85 57 split_gain=41.2604 31.8712 17.0979 16.4418 15.5788 12.3112 10.5442 10.9353 10.3316 10.3294 10.2582 9.84956 9.35407 8.34645 8.20664 7.21733 7.97162 8.10817 7.20242 7.1881 6.08196 6.38201 5.68785 5.6791 5.10586 5.70238 7.56223 4.90432 5.39091 4.88041 threshold=2.5 1.5 2.5 1.5 0.5 0.5 0.5 0.5 1.5 6.5 11.5 4.5 5.5 6.5 1.5 1.5 0.5 0.5 6.5 1.5 0.5 2.5 10.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 4 3 5 6 10 7 9 13 11 12 18 14 27 15 16 17 -1 19 20 23 -22 29 -2 25 26 -5 -6 -29 -15 right_child=1 -3 -4 24 8 -7 -8 -9 -10 -11 -12 -13 -14 22 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=17 23 1 2 26 27 5 6 7 8 9 10 11 12 29 14 15 16 17 18 19 21 21 22 23 24 25 26 28 28 29 leaf_value=-0.0139596 0.0121294 -0.0380491 -0.0470046 0.0738519 -0.0194273 -0.0383159 -0.0152091 0.070286 -0.0344175 -0.0514675 0.0664161 -0.0537165 0.0737248 0.0269434 -0.0469129 0.0354398 -0.0417107 0.0405074 0.0744431 -0.0338361 0.0255105 0.0749624 -0.052335 0.0580663 -0.0246638 -0.0224378 -0.0103347 -0.0150247 0.0744992 -0.0278948 leaf_count=4962 1631 3078 6492 322 2110 6983 1157 234 1820 510 162 289 126 1155 3445 267 1921 145 136 148 349 162 166 195 232 208 133 146 102 220 internal_value=0 0.0132267 -0.239256 -0.183886 0.0777935 -0.219791 0.184845 0.23692 -0.0573164 0.19183 -0.144048 0.222637 -0.16272 0.0183245 -0.178363 -0.135145 -0.161076 -0.103413 0.251144 0.217832 0.249309 0.44907 0.168722 0.170957 0.240479 0.364999 0.509319 -0.12896 0.26549 0.212807 internal_count=39006 13608 25398 18906 10530 18011 4811 3654 5719 3420 11028 2910 10866 3899 10740 7295 7028 5107 2621 2485 2337 511 1541 1826 895 663 455 2358 248 1375 Tree=289 num_leaves=31 split_feature=25 16 13 14 8 42 47 78 74 31 55 8 76 67 0 0 39 32 24 33 66 23 10 63 39 52 39 71 31 66 split_gain=41.8051 37.0409 28.6023 31.9387 38.3932 30.7026 16.9988 15.9575 13.5115 12.6548 12.6273 10.7489 10.5469 10.7745 10.4498 15.2319 13.3959 11.2456 10.3844 9.21812 9.13507 8.38685 8.35972 7.92114 7.59726 8.00522 7.3641 7.33693 9.41933 12.9596 threshold=1.5 1.5 0.5 0.5 2.5 0.5 8.5 1.5 1.5 0.5 7.5 2.5 3.5 1.5 1.5 0.5 16.5 2.5 3.5 5.5 0.5 10.5 2.5 4.5 0.5 0.5 3.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 9 7 8 10 18 12 -3 13 14 15 16 17 22 24 -7 -5 -22 27 -19 -1 -26 -2 28 -4 -30 right_child=26 11 6 20 -6 19 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 23 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_parent=24 26 11 28 20 4 19 6 7 8 9 10 11 12 13 14 15 16 23 18 19 21 21 22 23 25 25 26 27 29 29 leaf_value=-0.0322944 -0.043717 -0.0467873 0.0107173 0.000766891 0.0187082 0.00687006 0.0435408 -0.0248892 -0.0254754 -0.0443736 -0.0461784 0.0320903 0.0639357 -0.0280743 -0.00503295 0.0322421 0.0454691 0.0211 0.0147108 0.060441 0.0181828 -0.0423043 -0.0534048 0.0576677 -0.00448288 -0.0500116 -0.00355401 0.0218788 -0.035002 0.00709976 leaf_count=4749 4102 2198 5916 1609 1059 1102 544 659 518 3608 159 108 144 353 795 1385 292 1236 243 113 3088 120 536 157 1401 248 258 1248 355 703 internal_value=0 0.0792058 0.0886839 0.014981 -0.0833358 -0.170261 0.135127 0.124083 0.132737 -0.246009 0.139954 -0.379018 0.144378 0.139853 0.145343 0.156937 0.13577 0.124875 -0.182268 0.157664 0.115555 0.168586 0.101502 0.253937 -0.22379 -0.110161 -0.338562 0.105669 0.0849857 -0.0751548 internal_count=39006 34646 32340 17340 12523 11464 15000 14456 13797 10249 13279 2306 13120 12976 12623 11828 10443 10151 6641 1215 4817 3208 8758 1393 6398 1649 4360 8222 6974 1058 Tree=290 num_leaves=31 split_feature=59 14 39 85 63 67 84 55 91 21 8 87 58 47 13 0 54 41 73 91 40 55 73 23 47 35 61 24 47 85 split_gain=41.7637 28.2849 39.0211 34.508 22.2255 16.3886 15.1593 12.8331 12.8555 11.3331 10.8071 10.6871 11.4703 9.42367 9.47266 9.54438 8.79262 8.77588 7.98126 7.33625 8.19423 7.47173 7.12004 6.41088 10.4283 9.57731 7.44579 7.17097 7.97848 6.67574 threshold=1.5 1.5 0.5 0.5 9.5 1.5 2.5 7.5 1.5 2.5 18.5 5.5 0.5 9.5 10.5 2.5 0.5 0.5 4.5 0.5 0.5 0.5 0.5 0.5 4.5 0.5 3.5 2.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 7 -1 8 9 13 11 12 16 14 15 17 -5 23 19 20 21 22 -3 24 25 -4 27 29 -29 -25 right_child=-2 18 5 10 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_parent=6 0 22 25 16 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 29 24 25 26 28 28 29 leaf_value=-0.0413466 -0.0425057 0.0174053 0.0121728 0.00157068 0.0347263 -0.0390796 0.0224682 0.0634679 -0.0271857 -0.0227101 0.0357698 0.0255869 -0.0376211 -0.038171 0.0300084 -0.0297987 -0.0352891 -0.00199074 -0.0547455 -0.00149509 0.0382765 0.0397749 -0.00612376 -0.00508975 0.0569669 0.0380184 0.0510356 0.00775411 -0.0261086 0.0192763 leaf_count=9922 4770 3427 2756 2659 134 677 145 116 897 770 170 271 827 257 873 378 628 1798 102 943 661 376 471 1396 301 558 270 516 662 1275 internal_value=0 0.063425 0.0220168 -0.104587 -0.30311 0.0890257 -0.363606 0.100382 0.0922071 0.104409 0.0046051 -0.0251966 -0.0653444 0.116618 0.123621 0.103464 -0.0208203 0.113411 0.170524 0.176775 0.198479 0.170403 0.14649 0.141634 0.194594 0.167986 0.0787446 0.0591394 -0.0706482 0.124783 internal_count=39006 34236 28256 14756 10201 13500 10067 12823 12707 11810 4555 4385 4114 11040 10783 9910 3287 9532 5980 5878 4935 4274 3898 7734 3615 3314 4119 3849 1178 2671 Tree=291 num_leaves=31 split_feature=66 10 41 13 87 23 35 14 17 42 61 39 14 78 79 41 71 14 87 0 10 84 25 24 61 31 24 47 87 39 split_gain=45.7958 24.5564 25.314 21.2841 16.0069 12.0936 10.5206 10.2688 10.4932 9.57923 10.4381 9.75952 15.0284 8.05799 7.7069 7.69722 7.18906 6.51778 13.0545 8.92068 6.05624 5.89768 5.80077 6.76132 5.97219 5.67295 6.63801 6.62716 5.63327 7.4562 threshold=2.5 0.5 0.5 2.5 1.5 1.5 0.5 9.5 0.5 0.5 0.5 0.5 4.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 4.5 2.5 0.5 4.5 0.5 0.5 1.5 3.5 3.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 15 5 9 17 8 13 11 -11 12 -1 14 16 -2 28 18 -5 -20 -3 -9 23 -6 -25 27 -27 -13 29 -4 right_child=3 20 7 6 22 -7 -8 21 -10 10 -12 25 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=12 15 20 29 18 23 5 6 21 8 10 10 27 12 13 14 15 16 17 19 19 20 21 22 24 24 26 26 27 28 29 leaf_value=-0.0396634 -0.0453562 -0.0191432 -0.0136277 -0.0221889 0.000462538 -0.0341768 -0.0373354 0.0215781 -0.0105117 0.0299254 -0.0197073 -0.00188079 0.0160549 0.0744381 -0.0274292 -0.0123335 0.0405147 -0.00721224 0.11216 0.00224747 -0.0505806 0.0782443 0.0396176 0.0553731 -0.00394603 -0.021936 0.0726917 -0.0495124 0.0415209 0.0286823 leaf_count=2452 10112 3148 882 280 2296 3154 628 137 1531 750 466 2980 297 167 268 1791 696 479 202 102 4073 145 167 243 201 143 163 465 227 361 internal_value=0 -0.0152146 0.0236955 -0.308995 -0.0451739 -0.111386 0.0333525 0.193103 0.145924 -0.0629796 0.13531 -0.116888 -0.266204 0.221636 0.185294 -0.401342 0.227578 0.214218 0.444146 0.801115 -0.267174 0.54018 0.111542 0.0670613 0.340354 -0.0241219 0.381296 -0.05632 0.116097 0.0316806 internal_count=39006 25412 18191 13594 13777 10870 1691 4414 4132 7716 1216 6500 2749 2601 2434 11903 2166 1063 584 304 7221 282 2907 2740 444 3751 306 3445 1470 1243 Tree=292 num_leaves=31 split_feature=33 38 33 33 59 43 66 13 82 7 33 33 90 47 66 32 24 66 21 59 61 23 32 8 23 91 14 71 7 8 split_gain=211.302 17.5578 10.6345 9.23308 7.16699 4.88038 4.10653 4.33217 4.7007 3.46272 2.21684 1.08716 1.02618 1.10187 0.960667 0.891959 0.745524 1.10341 1.40696 1.42606 1.05359 1.22867 0.38498 0.299153 1.12679 0.280455 0.180935 0.378774 0.171668 0.160269 threshold=3.5 0.5 1.5 6.5 0.5 0.5 4.5 3.5 0.5 0.5 7.5 0.5 0.5 1.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 1.5 8.5 4.5 1.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 3 11 4 14 6 7 8 9 15 28 23 22 -14 -2 -4 17 18 19 20 21 -13 25 -1 -25 -5 -18 29 -3 -28 right_child=1 10 5 12 -6 -7 -8 -9 -10 -11 -12 16 13 -15 -16 -17 26 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_parent=23 14 28 15 25 4 5 6 7 8 9 10 21 13 13 14 15 26 17 18 19 20 21 22 24 24 25 29 27 28 29 leaf_value=-0.0498507 0.0369101 -0.0385467 -0.00997578 0.0548097 -0.0410129 -0.0522066 -0.0529169 -0.0529432 -0.0479782 0.0547375 -0.000286125 0.0215223 0.0554229 0.0275982 0.0146377 0.023259 -0.0498145 -0.0515517 -0.0510972 -0.0520065 -0.0355478 -0.0218337 0.0650754 -0.0511084 -0.0198863 0.0434385 -0.0234719 -0.0510669 -0.055978 -0.0410749 leaf_count=27497 197 112 218 909 109 859 319 172 148 175 120 130 131 124 106 135 2149 822 814 304 183 180 128 1138 441 130 265 591 126 274 internal_value=0 0.361204 -0.449792 0.427602 0.17028 -0.170869 -0.0583432 0.0349123 0.133246 0.248586 -0.255142 -0.479602 0.520245 0.400933 0.290716 0.0414658 -0.414202 -0.347962 -0.277596 -0.186125 -0.0959369 0.0129496 0.550446 -0.493988 -0.424087 0.533558 -0.468222 -0.415531 -0.465745 -0.319747 internal_count=39006 2192 36814 1834 412 2026 1167 848 676 528 358 34788 1422 255 303 353 5712 2433 1611 797 493 310 1167 29076 1579 1039 3279 1130 238 539 Tree=293 num_leaves=31 split_feature=10 59 41 39 39 14 41 14 86 33 31 59 13 88 2 7 89 10 16 10 23 46 74 2 66 85 23 92 33 39 split_gain=137.824 120.399 51.5589 21.703 20.6603 13.4015 12.0444 11.17 10.689 10.5256 10.429 10.037 9.55544 9.45776 9.19109 8.25485 7.82613 9.09376 7.61481 8.72769 7.02939 6.74073 6.37131 6.34846 8.09913 8.03445 7.234 6.07202 5.6709 5.63926 threshold=5.5 3.5 0.5 2.5 0.5 3.5 5.5 1.5 5.5 1.5 5.5 7.5 3.5 3.5 1.5 1.5 1.5 0.5 0.5 1.5 3.5 1.5 11.5 1.5 3.5 0.5 1.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 7 6 8 9 10 14 12 -3 13 15 16 21 17 22 19 -6 -19 23 27 24 25 28 29 -1 -4 -27 right_child=-2 11 3 -5 18 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=27 0 11 28 3 19 5 6 7 8 9 10 11 12 13 14 15 16 20 18 19 20 21 22 23 24 29 26 27 28 29 leaf_value=-0.0153121 0.049368 0.0184254 0.0182374 -0.0333873 -0.0427876 -0.0502396 0.0395807 -0.0407535 0.0559745 -0.0418168 -0.0401639 0.0442259 -0.03438 -0.0468172 0.0313613 -0.0113127 -0.0420052 0.0317328 -0.00684548 0.00693444 -0.0147884 0.046593 0.0530334 0.0444199 0.0260118 0.0166664 -0.0490373 0.030567 -0.0440251 -0.0379289 leaf_count=5301 4056 724 683 1940 10816 413 404 2096 121 1588 363 2279 617 116 334 737 1182 638 1209 341 447 223 318 229 736 251 278 212 139 215 internal_value=0 -0.0054874 -0.0946687 0.0577921 -0.209472 0.101585 0.121081 -0.12293 0.0813153 -0.0853469 0.0581172 0.36364 0.0828124 0.108507 -0.0510629 0.128453 -0.0811995 -0.0513007 -0.351542 -0.393829 0.168182 0.17145 -0.10967 0.137521 0.103301 0.00840045 -0.18045 -0.127424 0.133884 -0.00799469 internal_count=39006 34950 31947 7465 24482 5525 5112 12116 4708 10020 4587 3003 4224 3607 8432 3491 8098 6916 12366 11157 1085 2754 5831 2531 2302 1566 744 5513 822 466 Tree=294 num_leaves=31 split_feature=38 49 55 22 39 38 91 66 42 10 8 33 14 12 73 55 31 88 8 16 80 63 66 23 63 35 41 85 17 13 split_gain=56.6003 20.0563 19.9371 15.3814 10.9745 9.49215 8.97333 9.37737 23.6003 11.1441 8.55002 9.3517 8.49334 8.5805 8.33223 8.08701 7.72024 6.77711 6.74092 5.85706 5.7888 5.25444 4.82681 4.71688 4.95223 4.60252 4.32688 3.97391 3.83434 5.32639 threshold=0.5 1.5 2.5 0.5 0.5 4.5 0.5 1.5 0.5 0.5 4.5 3.5 3.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 7.5 1.5 1.5 0.5 4.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 10 7 9 27 12 11 14 13 20 15 16 22 25 23 -5 21 -1 -2 -18 -25 -3 -4 -9 29 -23 right_child=5 17 26 19 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 28 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=21 22 25 26 19 4 5 6 27 8 9 10 11 12 13 14 15 23 17 18 19 20 29 22 24 24 25 26 27 28 29 leaf_value=0.000973388 0.00631847 0.0276893 0.0020828 -0.00928586 -0.0361516 0.0308242 -0.0443096 -0.0398855 0.0664619 -0.0406908 -0.048485 -0.044725 -0.0485038 -0.0394555 -0.0219746 0.0384484 0.0236869 -0.0197441 0.0527954 0.0286908 0.0729902 0.0616015 -0.0283065 -0.0409954 0.0225435 -0.0216623 0.0386872 0.0116672 -0.0236655 -0.00318963 leaf_count=2155 855 636 337 1160 14843 602 3438 5262 265 2560 252 319 496 500 583 584 595 391 300 366 115 380 721 237 133 147 243 145 188 198 internal_value=0 -0.174944 -0.208613 -0.237962 -0.270112 0.131217 -0.19233 -0.149421 -0.285145 -0.0523961 0.0682034 0.0928383 0.0233056 0.0721331 0.121659 0.164449 0.0919332 0.111526 0.221834 0.0398188 0.131026 0.0961568 -0.0639737 0.115937 -0.136524 0.211827 0.156474 -0.368853 0.32825 0.423746 internal_count=39006 33825 32651 32071 30545 5181 15702 12264 5672 6592 4579 4327 4032 3536 4008 3425 2841 1174 1265 1526 3036 2921 1576 965 370 783 580 5407 766 578 Tree=295 num_leaves=31 split_feature=89 13 14 29 85 10 59 75 57 67 18 34 68 46 74 1 16 46 89 57 72 63 33 13 74 77 66 2 74 82 split_gain=78.6794 62.8301 44.0786 33.9276 28.1911 23.2715 23.9603 18.4794 17.3942 15.4977 15.6587 13.5216 13.0228 12.5762 10.6513 10.4361 9.95987 9.6736 9.02808 8.72383 7.54056 6.95123 7.94329 7.40796 6.75069 7.47006 7.51942 7.25993 6.71483 6.61144 threshold=1.5 2.5 1.5 0.5 0.5 5.5 3.5 7.5 3.5 5.5 1.5 4.5 11.5 2.5 0.5 0.5 0.5 1.5 4.5 0.5 1.5 2.5 2.5 0.5 19.5 0.5 7.5 0.5 1.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 17 9 10 11 13 16 14 21 -3 18 19 -2 -6 -16 22 23 -1 25 26 27 -5 -4 -18 right_child=12 15 28 24 7 -7 -8 -9 -10 -11 -12 -13 -14 -15 20 -17 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 18 15 28 27 19 5 6 7 8 9 10 11 12 13 20 15 29 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00446754 0.0211284 -0.0466757 -0.0405289 0.0279253 -0.0327148 -0.0432079 -0.0385342 0.052668 0.0722717 0.0469162 0.0609428 0.0710365 0.0551056 0.0327733 0.00961037 0.0170992 0.0147294 0.00964813 0.0505485 0.00445504 0.0604245 -0.0442985 -0.0422117 -0.0241113 0.057785 0.0430712 -0.0172854 -0.020264 0.0172142 -0.0299303 leaf_count=2987 999 7870 4781 993 6209 3230 2161 101 131 343 162 114 766 333 1112 189 436 245 610 576 114 390 1543 1103 235 401 285 313 150 124 internal_value=0 -0.0452223 0.00505914 0.0460178 -0.0115686 0.0656198 0.097822 -0.185909 0.134184 0.110882 0.0754271 0.0490136 0.303598 0.0296862 -0.0113675 -0.421727 0.238069 -0.226247 0.317971 -0.275512 0.165889 -0.0778844 -0.0488998 -0.0139267 0.269667 0.229058 0.151333 0.218758 -0.362504 0.0417568 internal_count=39006 36071 28012 23081 20854 13723 10493 7131 8332 8201 7858 7696 2935 7582 7249 8059 2169 7030 1609 6785 1226 6023 5633 4090 2227 1992 1591 1306 4931 560 Tree=296 num_leaves=31 split_feature=66 63 61 58 40 42 7 74 52 74 37 40 28 13 76 64 63 41 70 43 90 13 72 54 61 16 33 40 19 66 split_gain=74.1737 42.253 34.1815 28.9134 25.4309 16.945 15.3282 15.0735 14.9604 13.3736 13.3214 10.8465 9.84597 9.28591 9.25997 9.21181 9.6565 8.8129 8.6264 8.36347 7.5877 7.397 7.1744 7.00449 6.85133 6.77003 6.35461 5.98457 5.6102 5.33489 threshold=1.5 5.5 6.5 9.5 0.5 0.5 1.5 2.5 2.5 10.5 1.5 1.5 1.5 2.5 1.5 0.5 0.5 1.5 2.5 0.5 1.5 4.5 0.5 0.5 3.5 1.5 2.5 1.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 3 8 4 5 6 7 13 11 22 14 12 20 15 17 16 26 21 28 -14 25 23 -9 27 -12 -1 -2 -6 -8 -13 right_child=1 -3 -4 -5 10 -7 18 9 -10 -11 24 29 19 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 26 1 2 3 27 5 28 22 8 9 24 29 19 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0407798 0.010057 -0.0474491 0.0236378 0.0565625 0.0283942 -0.0419666 0.0262313 0.0561512 0.0163247 -0.0499377 -0.0415696 -0.021417 0.093566 -0.0425863 0.0652314 -0.0413297 -0.0224813 -0.00840137 -0.0361446 -0.0311384 0.030245 -0.047791 -0.0222581 0.00992554 0.0150947 0.0203602 -0.0504017 0.0563137 -0.0160635 0.0477245 leaf_count=19450 2773 2281 401 347 1074 1420 1324 359 235 258 669 271 120 1666 194 786 1979 474 134 163 145 176 136 496 214 304 332 433 225 167 internal_value=0 0.0662301 -0.248297 0.101639 0.0715527 -0.0124422 0.0204944 -0.0608804 -0.3104 0.284868 0.227209 -0.341778 -0.365663 -0.117014 0.280127 -0.0720169 -0.0257352 0.238402 0.181652 0.302649 -0.382043 0.289382 0.442064 0.310205 -0.14205 -0.39467 0.0687153 0.383873 0.222154 0.139238 internal_count=39006 17750 21256 15469 15122 11392 9972 8289 20855 753 3730 20620 20182 7536 2847 5870 5084 2653 1683 283 19899 2179 495 2003 883 19754 3105 1507 1549 438 Tree=297 num_leaves=31 split_feature=13 35 14 57 75 52 75 36 6 70 83 24 80 77 68 79 78 58 58 67 69 55 75 12 23 24 7 54 89 39 split_gain=40.7382 30.2875 19.6126 12.4129 14.4119 12.9106 12.376 11.8417 11.704 11.3634 10.6619 9.92091 8.46754 7.97324 7.83269 6.72032 6.60046 6.40616 8.01671 9.46088 6.32028 6.19291 6.63006 5.71892 5.5385 5.50075 5.89312 5.62605 5.2266 5.38119 threshold=2.5 0.5 0.5 0.5 4.5 1.5 2.5 0.5 0.5 3.5 0.5 0.5 0.5 1.5 3.5 0.5 0.5 1.5 10.5 0.5 0.5 0.5 1.5 0.5 3.5 0.5 1.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 12 8 25 10 11 15 -4 -2 -6 16 -3 -13 19 -19 -18 22 28 -12 -7 27 -27 -1 29 -9 right_child=13 9 6 -5 14 24 -8 21 -10 -11 23 17 -14 -15 -16 -17 20 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=27 13 16 12 3 14 24 6 29 8 9 23 17 12 13 14 15 20 19 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.0165354 -0.0475472 0.0105767 -0.0447129 -0.0394823 0.0636412 0.0503868 0.0697552 0.0465459 0.0219287 0.0623062 0.0812343 -0.0189834 0.0301735 0.0212432 -0.0342303 -0.0171873 0.0607893 0.0062846 -0.0523244 0.105758 -0.000368327 -0.0535095 -0.0504453 0.0139707 -0.0119418 -0.0366734 0.0206424 0.0386096 -0.036406 -0.00566085 leaf_count=5313 8067 2390 6630 2672 243 456 133 721 664 190 157 2907 224 107 105 1243 269 241 188 101 174 196 159 130 138 4107 265 215 204 398 internal_value=0 -0.065475 -0.156057 -0.0901825 -0.0515274 -0.0821097 -0.372632 -0.117772 -0.174208 0.08717 0.0611766 0.0302035 -0.408701 -0.439121 0.452267 0.123673 0.17497 -0.115768 0.188946 0.391752 0.42748 0.140831 0.203866 0.503613 0.328408 -0.218866 -0.32536 -0.13251 0.27427 0.341978 internal_count=39006 30832 22842 15855 13184 12836 6987 12242 10564 7990 7800 7513 6854 8174 348 4076 2833 3437 530 342 443 1678 1482 287 594 9900 4372 5528 1323 1119 Tree=298 num_leaves=31 split_feature=59 75 32 10 16 40 67 58 24 71 63 85 80 87 57 38 35 39 22 41 32 0 63 71 13 85 14 76 84 74 split_gain=37.233 30.8822 26.3444 18.326 18.2792 17.7536 15.0884 11.7398 12.0025 14.7532 20.7846 13.5731 11.3369 10.0174 9.96151 9.6896 8.03018 7.92322 7.69508 8.37551 7.90833 7.88427 7.56314 9.56664 10.627 7.20184 7.15522 6.96116 6.79994 5.8211 threshold=1.5 3.5 0.5 3.5 1.5 0.5 1.5 2.5 1.5 0.5 4.5 0.5 0.5 1.5 1.5 0.5 4.5 2.5 0.5 1.5 2.5 0.5 4.5 4.5 4.5 1.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 12 7 8 9 10 11 17 14 -2 16 25 18 26 19 20 21 29 23 24 -7 -13 -1 -10 -12 -4 right_child=13 -3 5 -5 -6 22 -8 -9 27 -11 28 15 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 13 1 29 3 4 24 6 7 27 9 28 25 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0361986 -0.0389505 -0.0484772 0.0164235 -0.0457489 -0.0460158 -0.0236732 -0.0300125 -0.0471279 0.0111226 0.0146371 0.018499 -0.0175523 -0.0219621 0.011035 -0.0520745 0.0315626 -0.0539932 0.00920642 -0.0108465 -0.00212341 0.0308488 0.0320256 0.0290739 0.0198365 0.00795734 0.00389846 -0.0103709 0.0401944 -0.0158215 -0.0279918 leaf_count=3507 4448 1752 5228 3380 952 1646 1124 322 4465 2058 983 827 332 316 195 286 218 178 311 599 1689 975 196 301 430 1056 648 251 175 158 internal_value=0 0.0762659 0.0828153 0.0307746 0.039151 0.143751 0.0474613 0.0574793 0.0627508 0.0169102 -0.0303689 -0.0993903 0.174514 -0.299675 0.183564 -0.0101329 0.188116 -0.220374 0.191689 0.200034 0.212698 0.183496 -0.00705737 -0.0462288 -0.114489 -0.0512566 -0.267897 0.125537 0.14019 0.156887 internal_count=39006 34242 32490 20212 16832 12278 15880 14756 14434 9718 7660 6502 9705 4764 9373 2169 9178 4333 8960 8649 8050 6361 2573 2377 2076 1883 4155 4716 1158 5386 Tree=299 num_leaves=31 split_feature=25 39 14 85 8 13 58 55 29 55 26 24 39 8 87 33 84 76 39 33 24 45 8 71 40 87 85 71 69 88 split_gain=37.8578 23.8759 28.6232 30.8431 14.813 16.3211 12.8184 12.1635 10.5555 9.5357 9.30398 9.22972 8.99382 8.79066 8.50394 9.17704 8.32794 8.02297 7.70364 7.09615 6.93532 6.84996 6.85139 10.077 7.43864 7.3339 6.90638 6.54575 6.46564 7.03528 threshold=0.5 2.5 0.5 0.5 8.5 2.5 0.5 4.5 0.5 3.5 0.5 1.5 0.5 0.5 0.5 2.5 2.5 0.5 0.5 0.5 1.5 1.5 0.5 1.5 0.5 0.5 9.5 1.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 11 9 12 10 13 17 27 -2 14 15 18 21 19 -5 28 -19 22 26 24 -24 -25 -4 -1 29 -3 right_child=7 8 16 6 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31 leaf_parent=27 12 29 26 18 4 5 6 7 8 9 10 11 12 13 14 15 16 20 18 19 20 21 24 25 24 25 26 27 28 29 leaf_value=-0.044428 -0.040625 0.0118738 0.00128905 -0.0368841 0.030833 0.00632843 -0.0252092 0.0537628 0.0552227 0.0418236 0.0425275 -0.00407403 -0.0131582 0.0154015 0.00672582 0.0246591 0.0272244 0.0352111 -0.00658212 -0.00148552 -0.0258716 -0.0592201 0.00939854 0.0795414 0.0471109 0.0138333 0.0348276 0.00621265 0.0289266 0.0532456 leaf_count=8421 4986 3248 3755 1148 104 674 1139 106 225 202 388 899 2940 1413 1788 171 888 110 1081 1039 412 171 1475 161 225 104 178 345 1077 133 internal_value=0 0.0730882 0.0296273 -0.0447062 -0.227307 -0.269336 0.0293957 -0.20782 0.164587 0.0574807 0.150504 -0.34976 -0.239113 0.0395521 -0.0151276 -0.123727 0.124224 0.132354 -0.184168 0.149945 -0.12825 0.0928131 0.0995807 0.177983 0.133165 0.533379 0.0398541 -0.41055 0.17621 0.135767 internal_count=39006 30974 24342 17385 10443 10339 6942 8032 6632 5803 6407 9665 7926 5601 4188 2400 6957 6019 2229 5497 522 6069 5898 1965 1700 265 3933 8766 4458 3381 Tree=300 num_leaves=31 split_feature=23 87 63 24 14 70 87 59 17 59 41 61 82 61 25 88 24 14 31 51 47 47 13 8 11 32 59 69 55 87 split_gain=39.5528 22.2816 16.4858 14.9723 17.2546 12.4477 11.6408 9.94558 9.73393 13.6477 11.7028 11.0675 7.30481 6.59997 7.11627 6.42211 5.67231 7.22078 5.75234 5.60023 5.44444 5.31041 5.1972 5.1007 4.94163 5.40005 4.79983 5.63625 5.36952 5.94176 threshold=2.5 0.5 4.5 0.5 1.5 0.5 2.5 0.5 1.5 1.5 2.5 1.5 0.5 3.5 0.5 0.5 4.5 2.5 0.5 0.5 2.5 5.5 1.5 0.5 0.5 0.5 0.5 3.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 8 4 -1 7 -2 13 9 10 11 16 19 14 -5 -16 17 26 22 -9 23 -18 -19 -8 25 -6 27 28 -3 -30 right_child=6 2 -4 5 24 -7 20 12 -10 -11 -12 -13 -14 -15 15 -17 21 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=4 6 28 2 14 25 5 23 19 8 9 10 11 12 13 15 15 21 22 18 19 20 21 22 23 24 25 26 27 29 29 leaf_value=-0.0386197 -0.0389893 7.13308e-06 -0.0436658 -0.00662613 0.0332142 -0.0333291 0.0231922 0.0225063 -0.0287366 0.0631501 0.0591654 -0.0163314 -0.0442879 -0.0410502 0.031095 -0.0355084 0.0336417 0.0559001 -0.0306602 0.0766051 -0.0401505 -0.0151247 -0.0028103 -0.041545 -0.0409465 -0.0136572 0.0305136 -0.0383086 -0.00514873 0.0683711 leaf_count=7781 11234 3123 867 4886 488 1601 395 808 734 295 199 1373 170 658 419 144 832 314 101 127 376 260 119 167 177 442 320 282 162 152 internal_value=0 -0.0178836 0.0786525 -0.106888 -0.260704 -0.0347451 -0.316047 0.0106501 0.10437 0.125341 0.101366 0.0791375 0.248564 -0.0417842 -0.0143841 0.211202 0.123576 0.0797943 0.331442 0.321942 -0.022523 0.272819 0.423941 0.110553 0.0584686 0.145332 0.0370441 0.00583858 0.0340375 0.363948 internal_count=39006 26834 9133 17701 8888 8813 12172 7212 8266 7532 7237 7038 1105 6107 5449 563 5665 4573 534 935 938 1092 433 562 1107 930 4039 3719 3437 314 Tree=301 num_leaves=31 split_feature=33 85 59 33 10 38 33 15 37 24 59 36 15 33 32 47 90 21 14 23 23 61 87 8 63 39 23 15 86 7 split_gain=190.101 20.6017 11.7606 6.85686 5.44973 5.08205 4.0597 2.41935 2.27774 2.3712 2.86601 2.25792 1.94931 1.97372 1.11154 0.896967 1.18282 0.873401 0.712352 0.590119 0.453815 0.398281 0.375845 0.308228 0.8606 0.0864717 0.17265 0.202834 0.446076 0.389178 threshold=2.5 0.5 1.5 7.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 2.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 8.5 4.5 0.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=6 2 3 4 7 17 23 19 9 10 11 12 13 20 18 -5 21 -3 -11 -2 -8 -17 -20 25 -25 26 27 28 29 -1 right_child=1 5 -4 15 -6 -7 8 -9 -10 14 -12 -13 -14 -15 -16 16 -18 -19 22 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=29 19 17 2 15 4 5 20 7 8 18 10 11 12 13 14 21 16 17 22 19 20 21 22 24 24 25 26 27 28 29 leaf_value=-0.0491884 0.0475771 0.0146144 -0.0473019 0.0557531 -0.0389369 -0.0516846 0.00559847 0.0109642 -0.0511312 -0.0500423 -0.0513959 -0.0524856 -0.041689 0.0374271 -0.0160109 0.0422412 0.0263234 -0.0191144 -0.0210689 0.0302358 -0.0167353 0.0606196 -0.0436785 -0.0181501 -0.0485409 -0.0507394 -0.0510867 -0.0511482 -0.0305187 -0.0354194 leaf_count=3137 178 107 169 970 132 341 161 199 2470 1711 804 218 309 108 419 104 114 102 394 138 307 115 359 190 1394 13645 6592 2975 468 676 internal_value=0 0.297016 0.38302 0.417585 0.237629 -0.219657 -0.460149 0.30143 -0.35229 -0.298942 -0.179864 -0.0858971 -0.0137051 0.0653096 -0.397989 0.51732 0.426572 0.0388082 -0.440563 0.403449 -0.0595535 0.522518 -0.312732 -0.492476 -0.420116 -0.497231 -0.487109 -0.469854 -0.449882 -0.468581 internal_count=39006 2669 2119 1950 647 550 36337 515 7260 4790 1907 1103 885 576 2883 1303 333 209 2464 316 468 219 753 29077 1584 27493 13848 7256 4281 3813 Tree=302 num_leaves=31 split_feature=10 59 41 13 56 45 56 71 38 10 23 39 41 88 8 86 7 28 33 23 85 0 58 86 37 69 85 61 51 78 split_gain=123.816 109.018 44.1224 19.6997 18.9588 17.7015 16.7692 13.1694 12.9612 13.2305 11.9051 10.233 9.27661 9.25385 8.55363 8.49025 8.3551 9.46179 9.28441 7.34263 6.44044 6.08931 6.00023 6.49061 5.99321 5.54068 5.67601 5.42422 5.39993 5.61038 threshold=5.5 1.5 0.5 2.5 1.5 2.5 0.5 1.5 6.5 2.5 1.5 0.5 0.5 3.5 10.5 1.5 1.5 0.5 1.5 7.5 0.5 1.5 2.5 1.5 3.5 4.5 3.5 5.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 7 12 6 8 13 9 11 -11 22 19 14 16 -5 17 18 25 -3 -14 -22 23 -1 -2 26 28 -19 29 -4 right_child=24 4 3 15 -6 -7 -8 -9 -10 10 -12 -13 20 -15 -16 -17 -18 27 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 24 19 29 15 4 5 6 7 8 10 10 11 20 13 14 15 16 27 18 19 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.0276556 0.0509401 0.0087277 0.0232904 -0.0411517 0.0468941 0.0464446 0.000540487 -0.0268979 0.0661987 0.0375028 -0.0506771 -0.0432108 0.0345939 -0.0460535 -0.0558706 0.0342018 -0.00997021 0.0514965 -0.0267687 -0.0421411 -0.00310796 0.042354 0.0341053 0.0243289 -0.00143503 -0.0331485 -0.0140398 -0.021589 -0.00536132 0.0562763 leaf_count=9256 3887 810 1379 1885 1498 208 1833 903 193 251 204 11313 1301 120 189 109 657 411 294 218 419 143 269 279 108 122 207 108 205 227 internal_value=0 -0.00148023 -0.109791 0.0454077 0.280478 -0.220023 -0.237173 0.0965208 -0.284163 -0.295279 0.115398 -0.321727 0.178938 0.134939 0.153251 -0.314431 0.167843 0.20655 0.151813 0.0006035 0.259732 0.0911227 -0.240718 -0.256345 0.489571 0.190222 0.21034 0.451798 0.242179 0.281355 internal_count=39006 35011 30622 6816 4389 23806 23598 4822 21765 21572 455 21117 2891 3919 3799 1994 3610 2953 2434 1028 1863 562 9804 9535 3995 2140 2018 519 1811 1606 Tree=303 num_leaves=31 split_feature=49 55 22 84 61 38 39 8 29 26 12 24 85 69 31 68 31 3 69 38 24 15 55 85 15 14 38 69 9 9 split_gain=55.3231 19.3648 15.4068 14.7493 11.7907 10.302 11.0696 8.43482 8.35103 7.96551 7.73751 7.15775 11.6236 7.16509 7.01892 6.43144 7.33948 7.30026 6.15363 5.91871 5.88095 6.96681 5.43231 5.60194 5.54364 4.96545 4.71228 4.63134 4.47983 4.39864 threshold=0.5 0.5 0.5 8.5 0.5 2.5 2.5 10.5 0.5 2.5 6.5 2.5 1.5 1.5 4.5 6.5 1.5 1.5 0.5 0.5 1.5 2.5 2.5 3.5 1.5 0.5 2.5 6.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 11 6 7 8 10 19 15 12 13 25 29 16 17 -2 -14 22 21 -18 23 -3 -24 26 -1 -7 -6 -4 right_child=3 9 14 -5 28 27 -8 -9 -10 -11 -12 -13 18 -15 -16 -17 20 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 17 23 29 3 28 27 6 7 8 9 10 11 18 13 14 15 21 17 18 19 20 21 24 23 24 25 26 27 28 29 leaf_value=-0.0212328 0.0179554 -0.0264806 -0.0116169 -0.0396524 -0.0391523 0.0257047 -0.0271409 -0.0430885 -0.0324855 -0.0534083 -0.0544685 -0.0376973 -0.00273825 0.0197995 0.049838 -0.0403418 0.0426957 -0.0482566 0.0410557 0.0363335 0.0134783 0.111654 0.00367341 0.0284913 0.0523883 -0.0401467 0.0212191 0.0608679 0.0183467 0.0353483 leaf_count=8313 1620 1727 1041 240 11481 611 597 211 366 672 164 3295 1521 608 167 326 396 259 492 419 223 104 307 175 156 2869 106 114 228 198 internal_value=0 -0.175782 -0.219711 0.120089 -0.252283 0.150523 0.0817258 0.131512 0.15869 0.0518292 0.1915 -0.18685 -0.147396 -0.209329 0.0716477 0.212821 0.234606 0.139862 0.0901035 0.0952198 0.402025 0.533624 0.0195457 -0.143393 0.166091 -0.237394 -0.185783 0.319556 -0.375688 -0.0291112 internal_count=39006 33775 30319 5231 28913 4991 4266 3669 3458 3456 3092 17204 13909 11896 1406 2928 2602 1879 2013 2784 723 500 2365 1902 463 11288 8419 725 11709 1239 Tree=304 num_leaves=31 split_feature=37 13 74 77 18 46 12 89 34 68 90 86 14 38 85 86 19 67 63 57 70 24 12 10 27 47 71 16 24 40 split_gain=72.8233 65.1414 38.9708 29.2544 23.7255 21.526 20.7252 19.1558 15.4392 16.5377 12.7726 11.8718 11.3849 11.3032 10.7642 10.6462 10.1987 9.01014 8.51803 8.51133 8.06845 7.86888 7.18432 7.04337 6.73281 6.36205 7.1983 5.95036 5.60353 5.50799 threshold=1.5 1.5 5.5 0.5 1.5 0.5 9.5 0.5 13.5 3.5 8.5 0.5 0.5 3.5 3.5 0.5 1.5 3.5 5.5 4.5 0.5 0.5 1.5 0.5 0.5 1.5 3.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 8 12 9 13 11 18 20 14 17 28 -3 19 21 25 -1 23 -9 -5 -22 26 29 -13 -7 -2 right_child=6 16 -4 10 -6 15 -8 22 -10 -11 -12 27 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 29 16 2 23 4 28 6 22 8 9 10 27 12 13 14 15 16 17 18 19 24 21 22 23 24 25 26 27 28 29 leaf_value=-0.0225393 0.0106897 -0.0418951 0.0365461 0.0324477 0.0400558 0.00220016 0.066298 0.0101499 0.0733466 0.0429449 -0.0634372 0.00914896 -0.0406221 -0.0468488 -0.0420131 -0.0247536 0.00257185 0.0609572 -0.0247629 0.0559067 -0.00480213 0.0492893 -0.0479063 -0.00901481 0.0618602 -0.0140976 -0.0532432 -0.0342173 0.0313048 0.0477323 leaf_count=10074 1072 9663 1039 449 432 644 382 1423 146 782 113 440 5590 288 361 377 388 140 160 138 1657 563 136 344 185 673 215 173 641 318 internal_value=0 -0.0478336 0.0154416 -0.0262271 -0.0876336 -0.114251 0.284395 -0.169656 0.218545 0.176205 0.173293 0.201435 -0.230761 0.0764068 0.120601 0.110142 -0.369846 0.166451 0.294819 0.115647 -0.171385 0.335272 0.0561114 0.197074 0.0115851 0.0621897 0.159915 -0.0326811 0.196957 0.207969 internal_count=39006 34491 24440 23401 21159 20727 4515 19065 4133 3987 2242 2129 17506 3205 2917 1662 10051 2556 1516 2416 11916 1356 1559 793 1842 2278 1605 613 1285 1390 Tree=305 num_leaves=31 split_feature=40 35 58 7 29 0 90 52 58 35 19 87 91 61 13 29 69 90 87 61 10 14 43 78 25 67 16 35 47 72 split_gain=64.7076 46.505 20.9334 15.3327 15.277 15.0669 14.7172 14.1152 14.0003 11.7357 12.3734 11.6404 10.8044 8.8214 12.347 8.29373 7.57998 7.21082 6.47022 6.27888 5.81913 7.053 6.54661 5.77206 5.61517 5.44102 5.01489 5.58777 5.24276 5.16681 threshold=0.5 0.5 0.5 4.5 2.5 2.5 2.5 2.5 2.5 0.5 2.5 0.5 2.5 10.5 0.5 0.5 0.5 0.5 2.5 1.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 1.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 6 4 8 9 7 12 11 13 18 16 25 14 20 19 26 -16 24 -4 21 22 -2 -5 -11 -1 29 28 -28 -3 right_child=5 3 15 23 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=25 22 29 19 23 4 5 6 7 8 24 10 11 12 13 17 15 16 17 18 19 20 21 22 23 24 25 28 27 28 29 leaf_value=-0.0400842 0.0343676 0.000449368 -0.0171469 0.0423826 0.0663429 0.0415073 0.0312543 0.0188483 0.031498 0.0333758 -0.0318639 -0.0370823 0.017936 0.0428929 -0.0369737 0.0653963 -0.0247897 0.0314068 -0.0395506 0.0214804 -0.0238615 -0.0291186 -0.0139139 0.00411725 -0.0274543 -0.0187981 0.0981352 0.00734894 0.0184401 -0.0443204 leaf_count=19645 848 1910 1363 399 115 731 157 193 293 1561 369 1983 463 125 1687 117 1422 139 143 461 680 326 296 177 155 2229 135 408 117 359 internal_value=0 -0.133127 -0.252982 0.03953 -0.02422 0.168056 -0.305536 -0.326629 -0.0542355 0.109691 0.228541 -0.107703 -0.351731 -0.00711927 -0.054572 0.047301 -0.03629 -0.286272 0.282509 -0.0218932 0.0840261 0.158996 0.23925 0.300725 0.307531 -0.371275 0.0372265 0.188115 0.544233 -0.0546821 internal_count=39006 31946 24628 7318 6742 7060 22687 22530 6627 6329 2228 6334 22337 4101 3976 1941 4351 1826 1859 1824 2150 1470 1144 576 1716 21874 2929 660 252 2269 Tree=306 num_leaves=31 split_feature=13 7 83 14 65 52 77 57 15 39 10 78 77 85 24 63 66 33 66 35 63 41 73 8 63 53 57 66 74 29 split_gain=37.7748 26.4212 15.3043 16.2623 11.7158 10.1449 11.2847 9.2473 8.76165 8.44031 9.09333 8.35508 8.00226 7.88316 10.8151 7.39241 8.99347 7.17496 7.13049 7.03276 5.95956 5.87609 5.74979 5.45424 5.01069 5.33233 4.98258 4.83568 4.91419 10.2177 threshold=2.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 2.5 0.5 1.5 1.5 1.5 0.5 0.5 2.5 6.5 4.5 0.5 3.5 4.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 8 6 9 13 17 10 15 -5 -2 14 -6 16 26 21 -4 -15 24 22 23 27 -8 -26 -1 -3 -29 -30 right_child=12 4 18 11 7 -7 20 -9 -10 -11 -12 -13 -14 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31 leaf_parent=26 12 27 18 11 14 5 24 7 8 9 10 11 12 19 14 15 16 17 18 19 20 21 22 23 25 25 26 28 29 29 leaf_value=-0.00689718 -0.0465204 -0.00597079 -0.02709 -0.0426174 0.0518875 0.0274505 -0.00201297 -0.0245906 -0.032029 -0.037973 -0.048704 0.0334816 0.019882 0.0445614 -0.0165227 -0.0464453 0.0285168 -0.048027 0.0527635 0.116269 -0.0527874 -0.0144364 -0.0279469 -0.0287505 0.0631688 0.00683235 -0.0480037 0.0143125 0.0582864 -0.00701472 leaf_count=4033 8101 795 219 6286 333 676 746 445 1115 4026 2761 230 119 406 439 752 464 734 342 105 214 1311 391 326 212 390 538 1651 480 366 internal_value=0 -0.0578478 -0.149686 -0.174309 0.0755509 -0.110808 -0.138993 0.297814 0.0156074 -0.189885 -0.128607 -0.384954 -0.425317 0.38887 0.200162 -0.082353 -0.0425283 0.0532707 0.336939 0.649978 0.115739 0.0748653 0.119648 0.148635 0.179619 0.369854 -0.10491 0.175625 0.222718 0.392533 internal_count=39006 30786 21889 21328 8897 14812 14136 1728 7169 12574 8548 6516 8220 1283 772 5787 5035 6054 561 511 1562 5320 4009 3618 1348 602 4571 3292 2497 846 Tree=307 num_leaves=31 split_feature=16 25 75 13 63 14 42 47 41 15 20 66 39 40 24 55 44 13 71 84 23 87 13 69 29 8 87 85 71 35 split_gain=34.1547 33.1683 25.0152 20.6975 24.6262 29.0901 19.9321 12.5111 12.8731 13.0552 16.9112 10.762 10.1137 9.70138 9.44728 9.40627 10.6312 9.28314 8.92549 9.0475 8.92653 8.31497 8.16094 7.92634 11.0406 7.03674 6.71084 9.02351 9.04653 6.95587 threshold=1.5 1.5 3.5 0.5 4.5 0.5 0.5 8.5 2.5 0.5 0.5 5.5 2.5 0.5 4.5 0.5 0.5 8.5 1.5 2.5 0.5 0.5 6.5 0.5 0.5 2.5 3.5 1.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 12 8 9 10 11 15 14 23 25 16 17 26 -7 20 -20 -6 -12 24 -11 -1 27 28 29 -5 right_child=-2 -3 -4 7 21 18 -8 -9 -10 13 22 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 0 1 2 29 21 18 6 7 8 24 22 11 12 13 14 15 16 17 20 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0291282 -0.0380095 -0.0308248 -0.0479158 0.012611 0.00597268 -9.35748e-05 0.0131141 0.0390172 -0.0285626 0.0302798 -0.00848211 -0.0203762 0.00377903 0.00392371 0.0223964 -0.0129634 0.0482899 -0.0054089 0.00759591 -0.00274832 0.0373919 0.0271123 -0.056884 0.0150719 -0.0371858 0.0113594 0.00236855 0.0300386 0.0401406 -0.0126154 leaf_count=8728 2557 4140 1493 2022 789 2332 1144 520 499 2340 336 485 480 1353 155 473 262 662 370 388 721 991 121 2806 108 220 836 1012 256 407 internal_value=0 0.0718416 0.0821929 0.0876229 0.023673 -0.026733 -0.13627 0.127442 0.117935 0.124534 0.0751851 0.0965527 -0.198602 0.180153 -0.242719 0.111739 0.129089 0.11475 0.0858147 0.174218 0.252036 0.180313 -0.238843 0.21094 0.28266 -0.267489 0.142051 0.174756 0.121876 0.0880197 internal_count=39006 36449 32309 30816 16318 14538 10727 14498 13978 13479 6872 6415 9583 6607 9103 5930 5457 5195 3811 1479 1091 1780 457 5254 2448 8948 4533 3697 2685 2429 Tree=308 num_leaves=31 split_feature=56 25 39 8 14 87 13 67 42 33 23 42 40 82 29 8 79 66 61 84 13 66 87 47 47 32 13 47 26 74 split_gain=36.6061 20.0731 15.3233 26.6391 23.3239 21.4079 14.3802 12.8838 10.6474 10.1195 11.0192 9.99676 9.50509 9.37039 8.82078 8.70479 8.35476 7.85777 6.94596 6.7023 6.51247 8.08272 6.39451 6.17536 7.21364 8.29591 8.44805 7.84109 7.21948 5.30142 threshold=0.5 0.5 0.5 2.5 0.5 1.5 5.5 1.5 0.5 0.5 1.5 0.5 0.5 2.5 0.5 3.5 1.5 6.5 2.5 2.5 0.5 2.5 0.5 8.5 4.5 1.5 4.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 8 15 9 -1 10 14 -3 17 -11 16 -2 23 22 -13 20 -6 -22 -5 24 27 26 -26 -4 29 -29 right_child=6 11 7 12 19 -7 -8 -9 -10 13 -12 18 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=8 15 11 27 22 20 5 6 7 8 13 10 18 12 13 14 15 16 17 18 19 21 21 22 23 26 25 26 29 28 29 leaf_value=-0.0353397 -0.0395114 -0.0253834 0.0199536 0.0181484 -0.00780807 0.00939706 0.0360731 -0.0312317 -0.00257315 -0.00312867 0.00425144 -0.00524487 0.0539128 0.0504505 0.0568365 0.0136264 0.0552329 0.030033 0.0449271 0.0265845 0.0257629 -0.0318541 -0.00563495 -0.02376 0.0119174 0.0012613 0.0664607 0.00105515 0.0540401 0.0303252 leaf_count=7369 5584 4369 3664 569 1451 740 130 606 618 2771 3193 942 201 156 187 164 260 475 176 406 579 241 568 233 173 192 349 2271 114 255 internal_value=0 0.0691536 0.084747 0.0166323 -0.0647759 -0.178925 -0.26777 0.123897 -0.279671 0.131991 0.154091 -0.139276 0.172658 0.00417592 0.186425 -0.335018 0.176673 0.136589 0.0637128 0.0834828 0.0221793 0.166947 0.0632842 0.167041 0.17382 0.364957 0.494833 0.156776 0.0665775 0.0432738 internal_count=39006 33128 27641 13217 11404 8727 5878 14424 7987 13818 10891 5487 1813 2927 7698 5748 7511 1612 1118 2677 2271 820 1137 7251 7018 714 522 6304 2640 2526 Tree=309 num_leaves=31 split_feature=66 13 79 41 61 14 25 25 15 41 53 21 39 14 67 61 47 42 87 24 71 56 85 47 14 39 25 78 78 71 split_gain=39.2504 21.3428 20.621 21.764 14.7467 12.9742 12.4478 10.5878 10.7162 10.4305 9.8783 9.72726 9.64681 11.6046 9.59565 9.04308 9.03175 8.91792 8.14912 7.88469 7.57147 7.24518 6.40324 6.18958 8.69871 5.8133 5.75307 6.21628 7.21132 6.28144 threshold=2.5 3.5 1.5 0.5 0.5 10.5 1.5 0.5 0.5 1.5 3.5 0.5 1.5 2.5 0.5 0.5 5.5 0.5 1.5 7.5 0.5 0.5 4.5 5.5 0.5 3.5 3.5 1.5 4.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 9 3 4 7 10 -6 12 -9 -2 16 20 13 18 -14 -11 19 -15 22 21 23 26 -1 24 -3 -12 27 29 -29 -5 right_child=1 11 -4 5 6 -7 -8 8 -10 15 25 -13 14 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=22 9 24 2 29 6 5 6 8 8 15 25 11 14 17 14 15 16 17 18 19 20 21 22 23 24 25 26 28 28 29 leaf_value=-0.0279531 -0.0436775 0.0998169 -0.0419081 0.00304119 -0.0229692 0.0552392 0.0465376 0.049228 -0.00877493 0.0304654 -0.0447887 -0.0383043 0.00773421 0.00158972 0.0946773 -0.0349768 -0.0495744 0.0611972 0.00165985 0.0625824 -0.020918 -0.0239802 0.0316795 0.00195705 -9.82987e-05 0.00849872 0.0777166 0.0891074 -0.0111769 0.0292797 leaf_count=4851 10406 254 3688 1675 5254 297 227 437 430 781 1014 370 2937 600 103 1073 236 154 1087 146 253 831 120 263 121 192 139 103 115 849 internal_value=0 -0.285967 -0.00615449 0.0141168 -0.0480128 0.163292 -0.191732 0.0138815 0.275829 -0.373251 0.114999 0.102537 -0.0210003 -0.0939024 0.108402 -0.0537589 0.164998 0.177306 -0.159319 0.190712 0.276033 0.155297 -0.247223 0.459467 0.687401 -0.206661 0.194053 0.171156 0.582912 0.134743 internal_count=39006 13521 25485 21797 16200 5597 5481 10719 867 12260 5300 1261 9852 6812 3040 1854 4094 754 6058 3858 891 3712 4971 638 375 1206 2881 2742 218 2524 Tree=310 num_leaves=31 split_feature=33 33 74 82 42 15 33 53 24 53 15 66 33 24 66 21 23 47 8 63 53 13 14 39 23 53 24 13 47 7 split_gain=181.931 19.2259 10.0756 8.2878 7.05089 6.07569 3.53549 2.19396 2.57922 2.17724 1.38651 1.10272 1.03351 1.20451 1.32824 1.57167 0.783684 0.56941 0.31992 0.837225 0.255213 0.248659 0.190411 0.0917077 0.177556 0.20228 0.266811 0.408562 0.129605 0.196381 threshold=2.5 6.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 2.5 1.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 8.5 4.5 0.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=6 2 3 5 10 11 12 8 -8 -7 20 -2 18 14 15 16 -14 -18 23 -20 -3 -10 -15 24 25 26 27 28 29 -1 right_child=1 4 -4 -5 -6 9 7 -9 21 -11 -12 -13 13 22 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 11 20 2 3 4 9 8 7 21 9 10 11 16 22 14 15 17 17 19 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0484584 0.0526837 0.0556323 -0.0557579 -0.0469405 -0.00775568 0.00709483 0.0155226 -0.0470344 -0.0450043 -0.0437183 0.0341666 0.0277828 -0.00085754 -0.0499797 -0.0514443 -0.051035 -0.04332 -0.0119586 -0.0182382 -0.0483594 0.0466724 -0.0232283 -0.0379403 -0.0506804 -0.0510363 -0.0510838 -0.0497078 -0.0268888 -0.0346719 -0.0339589 leaf_count=1431 150 1052 247 222 138 201 184 1014 168 128 182 127 258 2808 846 809 302 217 194 1390 183 174 484 13685 6571 3129 1718 372 335 287 internal_value=0 0.298126 0.0266916 0.131968 0.459105 0.231261 -0.461871 -0.239003 -0.0972125 -0.0470335 0.506674 0.414528 -0.476182 -0.409534 -0.322078 -0.241928 -0.145643 -0.273389 -0.491069 -0.415735 0.539793 -0.343598 -0.48195 -0.496056 -0.485372 -0.467632 -0.447644 -0.413941 -0.443521 -0.460448 internal_count=39006 2630 1075 828 1555 606 36376 1540 526 329 1417 277 34836 5724 2432 1586 777 519 29112 1584 1235 342 3292 27528 13843 7272 4143 2425 2053 1718 Tree=311 num_leaves=31 split_feature=10 56 41 86 13 60 56 38 39 41 25 14 75 88 14 87 13 42 25 72 37 10 78 33 65 10 47 51 74 23 split_gain=113.462 85.8742 54.2726 20.9021 23.658 18.5493 18.4203 15.2054 14.642 14.2515 12.4643 12.0585 9.41777 8.44656 8.18118 7.5317 6.8295 6.55469 6.37119 6.18018 6.04615 5.67564 6.03201 5.61973 5.14358 4.90478 5.59427 5.52069 4.84684 4.66826 threshold=5.5 0.5 0.5 2.5 2.5 0.5 2.5 6.5 0.5 5.5 2.5 2.5 3.5 3.5 1.5 0.5 1.5 3.5 0.5 1.5 3.5 0.5 2.5 2.5 2.5 0.5 3.5 0.5 11.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 4 9 7 10 8 14 11 12 13 15 17 18 23 -5 19 21 25 -2 22 24 -3 28 26 27 -4 -1 -20 right_child=20 6 3 16 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 20 23 27 16 4 5 6 7 8 9 10 11 12 13 14 15 16 17 29 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0296807 0.0502455 0.0217434 0.0134931 0.0294714 -0.0399306 0.0304276 0.0444933 0.0648473 -0.0406327 0.0397258 0.0427021 -0.0473517 -0.0305226 -0.0568296 -0.0454261 -0.0100893 0.0809961 -0.0518479 0.0157725 -0.0327185 -0.00072997 0.00202576 0.0469801 -0.0282216 0.0341369 0.0267537 -0.0272885 -0.0237786 0.0363235 -0.040517 leaf_count=6141 3857 1980 1882 293 1920 455 1310 209 11566 419 588 629 606 107 1990 662 139 206 436 257 112 1106 127 209 197 708 296 175 305 119 internal_value=0 -0.00298957 -0.104695 0.06005 0.0115488 -0.238416 0.238032 -0.263552 -0.27638 0.0701987 0.152392 0.0194805 0.090663 0.0523649 -0.188462 0.130291 0.4505 0.0718817 -0.148197 0.0883051 0.480459 -0.192248 -0.240614 0.189993 -0.259489 0.11092 0.060715 0.0962157 -0.279025 0.0696711 internal_count=39006 35037 29682 7031 6599 22651 5355 22196 21987 4679 4045 4260 3457 3631 10421 2851 432 3524 8431 3318 3969 7876 6770 2189 6643 3061 2353 2057 6446 555 Tree=312 num_leaves=31 split_feature=38 85 42 86 44 39 14 24 66 80 7 8 57 87 53 8 58 49 14 10 48 14 75 22 53 85 17 84 82 46 split_gain=49.1705 18.2337 14.7643 16.1867 12.5493 12.2494 11.0527 9.64914 8.41035 8.85533 7.81884 8.60256 8.85903 7.69166 7.64062 6.9492 7.29891 7.44891 6.94319 6.42417 6.02551 5.60387 6.05812 5.25535 4.99314 4.934 4.75914 4.64967 4.49939 4.29894 threshold=0.5 1.5 0.5 1.5 2.5 2.5 0.5 2.5 0.5 0.5 0.5 4.5 3.5 0.5 3.5 9.5 3.5 1.5 1.5 4.5 1.5 0.5 0.5 2.5 1.5 2.5 0.5 1.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 8 6 10 15 7 13 9 24 11 12 18 14 -4 16 17 21 19 -2 25 22 -3 -10 -1 29 -11 -7 -6 -12 right_child=4 5 3 -5 28 27 -8 -9 23 26 20 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 19 22 14 3 28 27 6 7 23 26 29 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0153486 0.0278664 0.00434825 0.0583257 0.0808075 0.0260263 -0.0404955 -0.0388131 -0.0427485 -0.0368116 0.070425 -0.0263482 -0.0411552 -0.04786 -0.018464 -0.0240086 -0.0535853 -0.0458658 0.0378893 -0.0144777 -0.0451103 0.0371188 -0.0140278 0.0415445 0.0280244 -0.0410282 0.0164347 -0.0164069 0.0150207 0.0652934 0.0309396 leaf_count=5766 1892 2266 537 158 206 1896 1159 513 13817 157 1366 227 259 401 475 268 439 275 370 295 160 1592 484 116 3118 183 171 196 143 101 internal_value=0 -0.160683 -0.229441 0.00233377 0.12839 -0.0266203 -0.0861248 0.0927166 -0.278161 -0.176442 0.0785634 0.150674 0.182145 0.237036 0.418331 0.0355245 0.0574957 0.084024 0.211265 0.255487 -0.0723434 0.0341975 0.108253 -0.354691 -0.210769 -0.130819 0.379695 -0.32056 0.42909 -0.212256 internal_count=39006 33804 26388 3243 5202 7416 3085 1926 23145 9212 4853 3043 2816 1413 1012 5324 5056 4617 2557 2187 1810 4342 2750 13933 8884 1650 328 2092 349 1467 Tree=313 num_leaves=31 split_feature=57 13 14 29 37 67 18 68 83 34 77 42 82 10 12 42 70 66 72 86 82 90 85 63 74 37 89 41 72 70 split_gain=67.2034 57.3136 39.9939 29.0847 28.1296 19.3791 19.8193 16.3245 16.1666 14.2226 15.2893 12.6794 12.2205 11.1932 10.973 10.8482 9.81339 12.2189 9.34548 9.0763 9.02539 7.42604 6.95332 6.57364 6.44102 6.20472 6.15168 5.98101 5.78036 6.03127 threshold=1.5 2.5 2.5 0.5 1.5 5.5 6.5 6.5 0.5 6.5 0.5 0.5 4.5 7.5 8.5 0.5 1.5 3.5 4.5 1.5 0.5 3.5 3.5 6.5 19.5 0.5 2.5 0.5 8.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 15 13 -13 -2 22 16 18 27 26 21 -3 23 -6 -12 25 28 -1 -18 29 -5 right_child=11 20 -4 24 14 -7 -8 -9 -10 -11 19 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 13 20 2 29 22 5 6 7 8 9 23 12 12 13 14 15 27 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0234777 0.0457263 -0.0456646 -0.0428102 0.00229343 0.0208724 0.0349372 0.065246 0.0478287 0.0333612 0.0430655 0.0187068 0.0300644 -0.0414485 -0.022686 0.0658901 -0.0457281 0.0479078 -0.0265849 0.0465158 -0.0442651 0.00581704 -0.053142 -0.0400787 -0.0344603 0.0558835 0.0386223 0.0125741 -0.0224847 0.0525937 0.0362295 leaf_count=13881 1720 7763 3557 1119 1866 362 121 195 448 229 935 356 124 580 155 2413 239 387 100 196 267 105 210 167 248 610 160 125 164 204 internal_value=0 -0.0337805 0.0117493 0.041792 -0.00787195 -0.0574579 -0.082475 -0.0975089 -0.113638 -0.134777 -0.150183 0.345036 0.0251641 0.418015 0.240477 -0.200405 -0.166868 0.0861954 -0.201684 0.0413507 -0.404175 0.0981438 0.171496 0.138059 0.248506 0.210686 -0.215997 0.343861 0.138429 0.0953842 internal_count=39006 36226 28196 24639 22294 20063 19701 19580 19385 18937 18708 2780 480 2300 2231 17305 14892 751 14141 1403 8030 1207 2076 1102 2345 2097 14041 364 1487 1323 Tree=314 num_leaves=31 split_feature=61 66 39 8 90 14 39 56 58 42 38 23 61 10 35 77 17 87 63 67 74 29 89 39 46 35 52 14 40 67 split_gain=60.796 42.5242 24.533 19.8912 17.0528 16.1078 15.2165 15.229 14.1436 12.5307 11.1741 10.728 9.82803 9.47979 8.41684 9.14879 8.70447 11.325 8.27196 8.36689 8.26763 9.45649 7.2461 6.88237 6.29057 6.08377 6.28807 5.97857 5.6837 5.71585 threshold=1.5 1.5 3.5 2.5 10.5 5.5 1.5 0.5 5.5 1.5 1.5 3.5 6.5 3.5 7.5 0.5 2.5 1.5 4.5 8.5 11.5 0.5 1.5 0.5 2.5 12.5 3.5 2.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 23 5 4 6 8 7 10 9 11 14 13 -4 18 15 16 17 20 19 22 21 27 24 28 -2 26 -13 -3 29 -1 right_child=2 3 12 -5 -6 -7 -8 -9 -10 -11 -12 25 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 24 27 12 3 4 5 6 7 8 9 10 26 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0331084 0.0330765 0.0107545 -0.0430242 -0.0454107 0.0666752 -0.0519776 -0.0334646 -0.0269416 0.0547076 -0.0450193 -0.0400872 -0.0111222 0.0161905 -0.0469255 0.0433541 -0.0287686 0.0674562 -0.0479175 -0.0321543 -0.0564208 -0.0544931 0.0438989 -0.0275765 -0.0454531 -0.0330492 0.0384277 0.0300015 -0.0501837 0.0403623 0.00272822 leaf_count=7780 2781 2925 1771 2111 101 676 2371 2021 329 414 625 1617 152 619 254 735 145 458 207 115 285 423 228 8049 122 118 114 250 136 1074 internal_value=0 -0.149144 0.129767 -0.0358414 0.00372626 0.176189 -0.0196972 0.0258579 0.195567 0.16094 0.0815228 0.180324 -0.266288 0.245088 0.111236 0.0756744 0.113744 0.0878174 0.26322 0.283039 0.122725 0.145698 0.297343 -0.348108 0.315966 0.0187633 -0.0379673 0.0838218 -0.253622 -0.277475 internal_count=39006 29743 9263 12704 10593 7340 10492 8121 6664 6335 6100 5921 1923 4072 5475 5221 4486 4341 3453 3246 3883 3598 3131 17039 2903 1849 1731 3175 8990 8854 Tree=315 num_leaves=31 split_feature=13 35 75 52 68 14 76 83 73 7 38 77 80 70 53 63 39 15 74 13 58 54 47 84 80 35 78 7 58 79 split_gain=35.6686 26.3548 18.7707 21.5437 12.7315 11.8663 10.3113 10.2109 10.2873 10.2241 9.67914 7.6598 6.82753 6.81207 6.25105 6.80399 6.36724 6.23979 5.63548 5.55092 5.54629 5.31227 5.12587 6.05875 5.07523 5.06299 4.9477 9.5803 8.08277 4.79227 threshold=2.5 0.5 4.5 2.5 4.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 1.5 2.5 3.5 3.5 0.5 1.5 0.5 0.5 8.5 1.5 0.5 0.5 0.5 1.5 0.5 5.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 10 6 12 8 9 19 -4 -2 14 20 15 16 21 -8 -5 22 26 -1 -3 -24 -7 -9 27 28 -11 -28 right_child=11 7 4 18 -6 24 17 25 -10 13 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31 leaf_parent=21 11 22 10 18 4 24 17 25 8 28 10 11 12 13 14 15 16 17 18 19 20 21 23 23 24 25 29 27 28 29 leaf_value=-0.0106044 -0.0461913 -0.0202575 0.020839 0.0248064 -0.0449235 -0.0416409 0.0500225 0.075723 -0.032952 0.012356 0.0999934 0.0191922 0.037362 0.0581565 -0.0441502 -0.0522574 -0.029983 -0.0302211 0.10055 -0.0313026 -0.0528297 0.0282315 0.00329936 0.0568523 0.0162996 0.0176516 0.0463652 -0.0341209 0.0774819 -0.0233345 leaf_count=6442 8029 1061 318 455 362 6485 286 154 948 1723 110 115 203 183 3010 948 3381 221 104 1093 177 288 1181 224 227 161 432 410 149 126 internal_value=0 -0.0544627 -0.141421 -0.171787 0.325057 -0.202693 -0.146894 0.0872864 0.0555781 0.0910686 0.52808 -0.420736 -0.172968 0.191436 -0.187663 -0.157914 -0.132732 0.292255 0.388484 -0.05674 0.148896 -0.0777534 0.02097 0.128185 -0.383048 0.483413 0.171025 0.103438 0.183449 0.375285 internal_count=39006 30862 22840 22050 790 21491 14779 8022 7707 6759 428 8144 14272 3200 14069 11059 10111 507 559 3559 3017 6730 2466 1405 6712 315 2840 2282 1872 558 Tree=316 num_leaves=31 split_feature=13 14 85 24 25 63 58 15 47 31 52 23 66 87 71 71 41 87 59 26 28 54 84 21 0 15 13 13 75 3 split_gain=31.5679 37.5981 35.6391 25.6948 14.1349 13.8882 12.8926 11.4108 10.6387 11.0719 10.4898 10.265 11.8279 10.2058 9.4318 9.41233 10.0626 10.1434 8.76388 8.4519 7.90043 11.2043 7.31186 7.25369 7.03304 8.77406 8.79233 7.57437 6.97073 6.51596 threshold=2.5 0.5 0.5 1.5 0.5 2.5 2.5 5.5 0.5 0.5 1.5 10.5 0.5 5.5 2.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 1.5 0.5 9.5 7.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 6 14 10 8 24 13 28 12 18 20 -1 16 29 -18 19 -3 -10 -22 -17 -5 25 26 -2 -27 -4 -14 right_child=7 11 4 23 -6 -7 -8 -9 9 -11 -12 -13 15 -15 -16 22 17 -19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=14 26 19 28 23 4 5 6 7 20 9 10 11 29 13 14 22 17 17 18 19 21 21 22 23 24 27 26 27 28 29 leaf_value=-0.0376939 0.00407893 0.0074733 0.00860478 0.0138278 -0.0315702 0.00710222 -0.0527774 0.0361797 0.0263217 -0.00241584 -0.0276415 -0.0407048 0.0159112 -0.000387542 0.0257809 0.0326403 -0.0391488 0.0128162 -0.0288532 -0.028488 0.0284839 -0.0386038 0.00819241 -0.0220812 -0.0407627 0.00843084 -0.0261889 0.0362185 -0.049631 -0.0248289 leaf_count=12951 1271 2229 4616 874 1090 533 444 580 3151 871 497 335 2316 458 142 1281 612 258 540 354 149 154 430 610 129 841 261 324 433 272 internal_value=0 0.0115719 -0.0696424 -0.213346 0.0192723 -0.307621 0.0437613 0.138154 0.121598 0.172564 0.0578099 0.0963345 0.103965 0.205921 -0.354711 0.15695 0.0985745 -0.140265 0.0191688 0.0473025 0.23964 -0.0299582 0.256468 0.0422984 0.0488516 0.0618851 -0.0106283 0.167165 0.0778366 0.139832 internal_count=39006 30817 22190 15110 7080 13626 5990 8189 7609 4783 5546 8627 8292 3912 13093 5169 3458 870 3123 2583 3454 303 1711 1484 2826 2697 1532 1165 5049 2588 Tree=317 num_leaves=31 split_feature=56 91 10 16 87 46 14 39 85 63 84 67 69 10 55 8 73 75 58 55 41 79 29 47 85 15 44 9 41 0 split_gain=33.3442 20.5577 18.3471 16.5384 13.4775 13.4013 12.1609 18.719 18.9047 11.328 11.8176 8.51766 7.8962 7.25931 7.08723 6.91062 6.87669 6.80573 6.61789 6.80413 6.49535 8.40599 8.54552 8.97151 7.37508 9.15088 9.69225 9.42036 7.87097 7.55244 threshold=0.5 1.5 5.5 1.5 0.5 1.5 1.5 0.5 0.5 6.5 2.5 1.5 1.5 0.5 0.5 18.5 0.5 0.5 0.5 1.5 1.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -2 6 7 8 9 10 -1 20 -3 -14 16 18 17 -8 19 -10 21 22 24 -24 25 26 27 28 -9 -26 right_child=4 12 -4 -5 -6 -7 14 11 15 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 29 -27 -28 -29 -30 -31 leaf_parent=10 4 12 2 3 4 5 17 28 19 9 10 11 13 13 14 15 16 17 18 19 20 21 23 23 29 25 26 27 28 29 leaf_value=-0.0382272 -0.0416937 -0.0405414 -0.0475392 -0.0293487 -0.000345647 -0.04281 0.0141686 0.0281968 0.00126198 0.0174645 0.0206201 -0.0340484 -0.0179503 0.0605706 0.035267 0.0332873 -0.00429712 0.0379135 -0.0248071 0.0338349 -0.0124678 0.049419 0.0815111 -0.00445188 0.00752494 0.0058909 -0.0361099 -0.0362362 -0.00144483 -0.0175684 leaf_count=5290 4707 1855 3161 1530 1248 810 3912 2994 2542 172 123 290 359 131 513 159 594 392 631 210 623 258 106 129 2347 2544 181 115 415 665 internal_value=0 0.0639918 0.0741678 0.0797635 -0.260065 0.0872658 0.0917571 0.0619638 -0.0379549 -0.230534 -0.307204 0.108278 -0.264439 0.0385601 0.162872 0.0386698 0.140837 0.165477 0.0130397 0.043104 0.115145 0.125094 0.116381 0.51279 0.107939 0.148664 0.212368 0.230424 0.247936 0.0355087 internal_count=39006 33051 30706 27545 5955 26015 25205 19794 9127 5585 5413 10667 2345 490 5411 3542 4898 4304 3383 2752 10377 9754 9496 235 9261 6249 3705 3524 3409 3012 Tree=318 num_leaves=31 split_feature=31 24 14 85 55 0 13 47 61 25 78 84 91 31 78 43 59 37 0 24 38 61 39 14 13 66 14 23 84 52 split_gain=39.0388 26.2168 19.9372 17.3568 16.9301 14.9436 13.7563 13.7244 13.9293 12.2384 12.1234 9.25046 8.77187 7.82532 7.29883 6.79043 6.59259 6.59034 6.53928 8.19755 6.68491 6.29083 5.96659 6.03723 5.59243 5.33228 5.27786 5.06599 4.92086 4.88413 threshold=1.5 1.5 1.5 0.5 0.5 5.5 1.5 4.5 1.5 0.5 1.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 5.5 0.5 0.5 12.5 0.5 3.5 7.5 12.5 1.5 4.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 14 7 -1 8 10 13 12 -10 18 16 -5 -11 21 -6 19 20 27 -4 23 -14 -7 -9 -13 29 -2 -3 right_child=28 5 9 4 17 24 -8 25 11 15 -12 26 22 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=6 28 29 21 14 17 24 6 25 11 15 10 26 23 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.03805 -0.0421543 0.00658434 0.00863092 -0.0170606 0.0587012 0.0251844 0.00687404 -0.0342946 -0.0240491 0.072884 0.0706588 -0.0168792 0.0226889 -0.0495647 0.0461439 0.0135435 0.0451934 -0.0138637 -0.0146592 0.0350201 -0.0463327 -0.0276753 -0.021776 0.0609408 0.0932033 0.0403119 0.0457665 -0.0150242 0.016711 0.0323019 leaf_count=12180 7697 2121 1221 3560 382 181 1078 1498 1949 197 200 195 628 357 184 230 207 184 923 540 197 828 101 288 105 162 240 709 140 524 internal_value=0 -0.0197896 -0.12149 -0.19837 -0.0404673 0.0747018 -0.314615 0.0552962 0.0857483 0.0758754 0.137209 -0.130766 0.116129 -0.0179404 -0.13372 0.430032 0.0383124 0.412326 0.0673186 0.107007 0.0551259 -0.0228668 0.300632 0.357115 0.619229 -0.27475 0.220397 0.079205 -0.393374 0.122352 internal_count=39006 31169 20608 17568 4310 10561 13258 10275 8615 3040 6231 2384 6031 2613 3744 427 2256 566 5014 4091 3551 2049 1017 916 286 1660 435 3354 7837 2645 Tree=319 num_leaves=31 split_feature=24 10 85 74 16 84 34 35 82 85 13 8 69 74 23 14 59 7 23 71 75 66 13 32 66 32 14 70 66 35 split_gain=32.1781 17.9072 14.1546 14.4175 10.6794 9.28567 7.75488 5.49358 4.09867 3.90739 3.60911 3.1963 2.82833 2.52639 3.93415 3.45851 2.46552 2.06852 6.52761 2.00066 2.10546 1.92117 1.63249 2.72172 2.06948 1.29359 1.27192 1.24961 1.53606 1.20031 threshold=0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 3.5 3.5 2.5 1.5 0.5 0.5 1.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 12 11 16 13 14 22 21 19 -4 -19 20 25 -16 23 24 -2 -1 -5 -11 -29 -6 right_child=9 -3 17 26 29 -7 -8 -9 -10 27 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=25 24 1 17 26 29 5 6 7 8 27 10 11 12 13 21 15 16 18 18 19 20 21 22 23 24 25 26 28 28 29 leaf_value=0.0377365 -0.0158267 -0.0424178 -0.0449117 -0.0439892 -0.0220252 -0.0343054 -0.0311166 -0.0352952 -0.0276548 -0.0476923 -0.0199002 0.000352955 -0.0446658 -0.0462198 0.00411816 0.0386744 -0.000897562 0.0526143 -0.0410706 0.0133506 0.00652262 -0.049243 -0.0523578 0.0240657 -0.04432 0.0541382 -0.00618253 0.00161054 -0.0510324 -0.0553401 leaf_count=1000 1192 6791 1858 1671 546 770 697 358 231 11774 238 339 3520 1457 328 345 309 144 602 370 124 360 788 165 1173 435 254 259 400 508 internal_value=0 -0.0975683 -0.0261609 0.0431313 0.108396 0.159795 0.205391 0.245821 0.272463 -0.392259 0.295106 0.318174 -0.314553 -0.251571 -0.199463 0.0510628 0.351754 -0.350374 -0.161559 0.376758 0.408932 -0.169137 -0.284561 -0.234977 -0.285137 0.436066 -0.382417 -0.462476 -0.232546 -0.353239 internal_count=39006 17245 10454 7850 5925 4871 4101 3404 3046 21761 2815 2577 9328 5808 4351 1033 2238 2604 746 1929 1559 688 3318 2530 2365 1435 1925 12433 659 1054 Tree=320 num_leaves=31 split_feature=10 59 59 13 14 66 39 7 6 92 25 21 10 41 34 41 56 89 30 10 37 79 37 46 74 66 66 63 31 85 split_gain=104.376 94.4701 29.1093 27.4445 22.8406 14.7594 13.9269 13.9071 11.8924 11.5447 11.8755 11.1424 9.67756 9.06088 8.09907 7.95646 7.8965 7.65169 7.14609 6.91121 6.33992 6.10416 6.06064 5.93642 5.92548 7.08581 6.60413 7.52673 9.42281 9.21174 threshold=5.5 0.5 7.5 1.5 1.5 3.5 2.5 0.5 2.5 0.5 0.5 0.5 1.5 0.5 5.5 0.5 0.5 1.5 0.5 0.5 3.5 0.5 0.5 0.5 1.5 2.5 6.5 0.5 5.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 6 4 7 -5 8 9 11 10 12 16 13 24 21 -13 -3 -14 -9 -17 -2 -12 -18 -6 25 -1 27 -27 29 -29 right_child=20 2 -4 5 23 -7 -8 18 -10 -11 14 15 17 -15 -16 19 22 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_parent=25 20 16 2 5 23 5 6 18 8 9 21 15 17 13 14 19 22 17 18 19 20 21 22 23 24 27 26 29 28 29 leaf_value=-0.0347673 0.0494055 -0.00603026 0.040734 -0.0453894 -0.0453234 0.000392573 -0.0294518 -0.0222522 -0.0453624 0.0421763 0.0116006 0.00306523 0.0436917 0.00659291 -0.046052 0.0225032 0.03677 -0.0473881 0.0430057 0.0522841 -0.00244084 0.0451403 -0.0119554 0.0305694 0.0147116 -0.0193516 -0.0418306 0.0226316 -0.0220422 0.136285 leaf_count=3441 3880 2019 2299 7939 3628 1242 1001 4690 273 400 727 821 315 978 104 738 390 157 157 477 110 279 205 103 720 619 612 196 335 151 internal_value=0 -0.00564002 0.196104 -0.142161 -0.0813627 -0.362822 0.0965572 -0.0378968 0.134406 0.0248987 -0.00389392 0.15798 -0.0778125 -0.118443 0.166659 0.270637 0.0380678 0.284632 -0.194306 0.348596 0.469999 0.211998 0.238981 -0.409015 -0.201609 -0.243335 -0.0566128 0.0834312 0.372589 0.718164 internal_count=39006 35016 8223 26793 17612 9181 5924 13881 4923 9034 8634 4650 7524 7052 1110 2036 2614 472 4847 1215 3990 1006 595 3731 6074 5354 1913 1301 682 347 Tree=321 num_leaves=31 split_feature=49 55 39 91 84 44 66 63 12 82 86 89 49 26 85 14 53 9 52 80 63 14 69 8 84 14 87 88 31 55 split_gain=44.9474 20.6377 15.2207 12.5912 11.8833 11.4117 9.64732 9.69088 8.74084 9.30546 9.47509 8.96782 8.61788 8.3014 7.50082 7.21178 7.0381 7.50167 6.38391 6.06289 6.06579 5.95152 5.63529 5.57155 5.72651 5.68069 4.92061 6.723 4.68115 4.6154 threshold=0.5 0.5 1.5 0.5 8.5 0.5 2.5 4.5 8.5 8.5 0.5 4.5 3.5 2.5 5.5 3.5 3.5 0.5 0.5 0.5 0.5 0.5 2.5 12.5 0.5 1.5 1.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 8 6 7 15 9 11 -11 12 18 26 22 16 17 19 23 20 -1 -22 -8 24 28 -26 27 -3 -2 -20 right_child=4 13 -4 -5 -6 -7 14 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 29 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=20 28 27 2 3 4 5 22 7 8 10 10 11 12 13 14 15 16 17 29 19 21 21 22 23 25 25 26 27 28 29 leaf_value=-0.0150489 -0.00641202 0.0280934 -0.038144 -0.0404673 -0.0369313 0.0254959 -0.0344145 0.0753158 -0.0546234 0.0040712 0.094921 -0.0448665 0.0325944 -0.0571622 0.0374754 -0.0493408 -0.0446868 0.0357965 -0.0228166 0.0499485 0.028333 -0.0267684 0.0181614 -0.0537182 0.0351779 -0.0151709 -0.0140623 -0.0119239 0.0221687 0.0201661 leaf_count=4991 1064 1479 8965 4740 233 767 5806 128 225 130 112 453 532 672 120 771 1668 513 734 193 1002 409 301 121 738 203 566 732 456 182 internal_value=0 -0.16127 -0.208146 -0.151457 0.110023 -0.108864 -0.14025 -0.0620441 0.137256 0.152102 0.581377 0.12639 0.145995 0.0760118 -0.274336 -0.0825023 -0.0515399 -0.017766 0.0837357 -0.0588779 -0.0836833 0.132952 -0.308433 0.14041 0.158935 0.285402 0.117889 0.184097 0.05413 -0.11337 internal_count=39006 33823 30374 21409 5183 16669 15902 9675 4950 4725 242 4483 4030 3449 6227 9547 8776 7108 3498 6595 6402 1411 6107 2582 2461 941 2777 2211 1520 916 Tree=322 num_leaves=31 split_feature=68 85 67 68 34 74 74 47 89 46 14 77 10 89 67 39 59 37 70 72 23 16 59 58 13 54 4 70 6 16 split_gain=61.9138 49.6478 30.5302 22.3872 21.9856 23.0807 16.6865 14.6129 14.2337 12.9818 12.5119 11.7766 11.5777 11.1658 10.2125 8.96701 7.97237 6.91759 8.06234 6.9447 7.49701 6.8486 6.27877 6.21123 6.52558 6.58366 5.96453 6.06766 6.11483 5.58941 threshold=0.5 0.5 0.5 9.5 17.5 6.5 6.5 1.5 4.5 1.5 0.5 10.5 3.5 1.5 8.5 2.5 9.5 1.5 2.5 0.5 0.5 0.5 7.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 7 5 8 9 22 10 13 12 21 15 -3 16 17 -4 18 19 26 -21 -9 23 24 29 -26 27 28 -1 -2 right_child=3 6 14 -5 -6 -7 -8 11 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=28 29 13 16 3 4 5 6 21 8 9 10 11 12 13 14 15 16 17 18 20 20 21 22 23 25 25 26 27 28 29 leaf_value=-0.0265852 0.0389255 -0.0367762 0.0186947 0.0517152 0.0664933 0.0314469 0.0270042 0.00648185 0.0452759 0.00783304 -0.0351555 0.0502754 -0.0471754 0.00442427 0.0530056 -0.0429551 -0.0527824 0.0268276 0.0448759 0.065428 -0.0011881 -0.0233183 -0.0428754 -0.00269512 -0.0325788 0.0366545 0.0378503 0.00546041 0.0168157 0.00374731 leaf_count=4097 1691 13278 2354 973 118 549 199 929 144 273 5062 105 2979 261 321 1262 370 406 131 109 410 683 198 303 265 111 163 904 179 179 internal_value=0 -0.0626663 0.032469 0.216993 -0.0566797 -0.081264 -0.252778 0.149949 -0.129929 -0.287639 -0.152818 -0.0107116 -0.0915096 -0.328968 0.219657 -0.0527119 0.163913 -0.0192976 -0.0560718 -0.0836087 0.187783 -0.0764459 0.249971 0.266478 0.305166 -0.0171371 -0.130138 -0.155115 -0.219768 0.347051 internal_count=39006 33569 19558 5437 16513 16395 14011 4464 15846 13812 15702 1717 10640 13539 3045 7661 2724 6399 5993 5862 519 1612 2747 2549 2246 376 5343 5180 4276 1870 Tree=323 num_leaves=31 split_feature=66 63 61 58 39 90 6 61 52 29 28 70 13 14 85 87 21 15 36 59 90 38 59 43 16 91 8 39 74 77 split_gain=56.0808 36.7348 31.6411 24.5203 20.827 17.2833 21.7382 16.5729 13.2815 12.1383 9.28896 8.95107 8.50655 8.41253 8.18368 8.15832 8.83352 7.87544 7.67733 7.55583 7.34043 7.11549 5.95268 5.92427 5.53006 5.44744 5.41095 5.8697 6.02772 5.70365 threshold=1.5 5.5 6.5 9.5 3.5 12.5 0.5 0.5 1.5 2.5 1.5 0.5 1.5 4.5 0.5 0.5 2.5 0.5 0.5 8.5 1.5 0.5 3.5 0.5 1.5 2.5 0.5 0.5 11.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 3 8 4 5 6 7 9 10 15 20 13 17 19 -13 16 18 -10 22 21 24 -9 26 -12 25 -1 27 28 29 -2 right_child=1 -3 -4 -5 -6 -7 -8 11 12 -11 23 14 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 29 1 2 3 4 5 6 21 17 9 23 14 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0383184 0.0256385 -0.0466686 0.0242659 0.0551054 -0.0382482 0.0598888 -0.0264368 0.0342056 0.0821923 0.059373 0.0705912 0.0167468 -0.0371795 -0.0515639 -0.019401 -0.0300689 0.0667546 0.00535441 -0.0298965 -0.0522185 0.0336166 0.0011947 -0.0512136 -0.0295736 0.0182892 0.00831425 -0.0247968 -0.0169602 -0.0545175 -0.032025 leaf_count=18864 1351 2302 422 339 1580 192 1829 2639 139 127 132 1023 339 281 445 1530 217 280 899 284 144 614 560 166 313 451 463 739 164 178 internal_value=0 0.0679185 -0.215402 0.100666 0.0731306 0.0976643 0.0781612 0.115453 -0.281353 -0.0114922 -0.322023 0.200518 0.0753256 0.268421 0.0570698 -0.0440622 0.0103428 0.278341 -0.0175362 0.285624 -0.34057 0.30095 0.0414468 0.287372 -0.35417 -0.367339 0.0695692 0.116399 0.181118 0.213212 internal_count=39006 17756 21250 15454 15115 13535 13343 11514 20828 6228 20070 5286 758 3818 1468 6101 4571 419 4354 3537 19772 3253 3455 298 19628 19315 2895 2432 1693 1529 Tree=324 num_leaves=31 split_feature=13 42 8 66 52 39 10 24 80 59 65 68 66 91 57 16 46 58 90 75 54 35 58 58 85 23 6 7 52 34 split_gain=35.3992 25.7915 21.2121 22.0269 11.3669 11.4787 9.20096 8.47295 12.2723 8.70447 7.93554 7.06975 7.03635 6.79314 6.68338 6.54563 6.69289 6.19805 5.8986 6.48637 6.19168 7.77438 5.46174 6.07235 5.441 5.44131 5.27524 5.18189 5.09683 5.0651 threshold=2.5 0.5 4.5 2.5 1.5 0.5 3.5 0.5 0.5 6.5 0.5 5.5 6.5 1.5 0.5 1.5 0.5 1.5 5.5 2.5 0.5 1.5 10.5 1.5 0.5 0.5 0.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 10 8 9 11 15 17 -9 24 29 16 26 18 19 20 28 -22 23 -14 -6 -26 -1 -7 -5 -12 right_child=-2 -3 -4 7 13 27 -8 12 -10 -11 14 -13 22 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=26 0 1 2 28 24 27 6 12 8 9 29 11 23 13 14 15 16 17 18 19 21 21 22 23 25 25 26 27 28 29 leaf_value=-0.0240953 -0.0421855 -0.0385469 -0.0496875 0.00563448 -0.00955603 -0.039508 -0.0509082 -0.0134769 0.0674887 -0.0512627 0.033729 -0.0432544 0.00658219 -0.0202139 -0.0417978 0.028179 0.022009 -0.0308544 -0.0274506 0.049147 0.00888002 0.0675311 -0.0519797 0.0462197 0.127009 0.0425998 0.0222279 0.0117911 0.0522483 -0.0368257 leaf_count=4527 8165 4445 2048 1677 185 4909 2655 2571 265 574 948 468 1315 245 335 174 427 159 149 424 279 198 218 351 118 189 222 341 184 241 internal_value=0 -0.0483175 -0.0118788 0.0112059 -0.106867 -0.142589 -0.0676953 0.114359 0.194081 0.148492 -0.0304491 0.174238 0.0042516 0.27047 0.182516 -0.102646 -0.146819 0.197909 0.223742 0.250007 0.187269 0.410086 0.129108 0.168519 0.467562 0.655302 -0.199582 -0.341546 0.105507 0.267692 internal_count=39006 30841 26396 24348 15516 14779 9529 8832 4377 4112 6874 3538 4455 737 1524 5350 5176 3070 2911 2762 2338 477 1884 1666 492 307 4749 5250 1861 1189 Tree=325 num_leaves=31 split_feature=1 67 59 76 35 32 16 10 40 87 58 63 75 24 71 63 85 38 85 13 26 80 57 0 14 42 13 66 78 15 split_gain=29.7249 24.3285 17.6217 17.368 15.7664 15.0224 11.8533 10.0363 9.86777 8.98149 8.74737 8.25409 8.24821 7.17616 13.2542 15.2138 8.48019 9.50678 9.88024 8.88825 6.7596 6.69598 6.46765 6.38114 6.35119 6.46799 7.46949 5.77547 6.99734 6.70987 threshold=0.5 0.5 1.5 1.5 4.5 0.5 1.5 3.5 0.5 1.5 2.5 9.5 3.5 1.5 0.5 4.5 1.5 0.5 0.5 2.5 0.5 0.5 1.5 1.5 1.5 0.5 3.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 11 5 6 7 10 21 -4 12 24 13 14 15 16 17 19 -19 -1 -15 22 27 -10 25 26 -3 29 -29 -7 right_child=-2 3 9 -5 -6 8 -8 -9 23 -11 -12 -13 -14 20 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=19 0 26 9 3 4 29 6 7 23 9 10 11 12 20 14 15 16 18 18 19 20 21 22 23 24 25 26 28 28 29 leaf_value=-0.0254126 -0.0277496 -0.0411485 -0.0358943 0.0503953 -0.0514351 0.00467303 -0.0473782 -0.0436536 0.00526672 0.0200561 -0.0466477 0.0193861 -0.0489513 0.0130464 0.0155926 0.0129117 0.00394188 -0.0171064 0.0461277 0.00258136 -0.0191268 -0.0190081 -0.0541567 -0.0294927 -0.00205242 -3.86848e-05 -0.000807617 0.0223297 -0.025321 0.0191677 leaf_count=3242 4373 3525 2626 214 757 1611 620 2324 1577 188 250 157 478 4119 1790 1109 1056 383 148 336 185 203 100 327 380 363 156 4505 119 1785 internal_value=0 0.0630712 0.0784305 -0.130131 0.0857334 0.0892724 0.0475214 0.0532406 0.138024 -0.239284 0.0584513 -0.175497 0.0627338 0.0666035 0.0294416 -0.0180643 -0.0825266 -0.144888 0.143727 -0.189532 0.116986 0.161603 0.168268 0.0151128 -0.215158 -0.27929 -0.339885 0.171518 0.213374 0.122077 internal_count=39006 34633 29838 4795 27024 26267 16040 15420 10227 2814 13096 4581 12846 12368 8064 6274 5165 4109 531 3578 4304 8323 8120 1904 4424 4044 3681 8020 4624 3396 Tree=326 num_leaves=31 split_feature=56 91 10 86 46 69 74 24 63 39 42 66 32 14 87 8 61 9 42 7 13 39 85 35 42 33 85 87 66 39 split_gain=33.7007 20.1417 16.5209 16.1892 13.2967 12.7727 12.599 10.6003 9.35674 16.9001 8.76914 8.28358 8.01985 9.48894 10.3429 7.6218 6.57142 6.3587 6.75728 6.10255 6.17491 6.04694 5.98786 6.83728 7.21342 7.5952 5.96818 5.85247 5.74865 9.90778 threshold=0.5 1.5 5.5 1.5 1.5 1.5 3.5 2.5 0.5 0.5 1.5 2.5 0.5 1.5 2.5 1.5 3.5 3.5 13.5 1.5 11.5 9.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 7.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 15 9 12 -3 16 13 14 -1 -2 17 18 -7 20 21 -10 23 24 25 28 -25 -15 -11 -30 right_child=7 10 -4 -5 -6 11 -8 -9 19 22 -12 -13 -14 27 -16 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31 leaf_parent=14 15 10 2 3 4 18 6 7 21 28 10 11 12 27 14 15 16 17 18 19 20 21 22 26 24 25 26 27 29 29 leaf_value=-0.0330829 -0.0453205 -0.036418 -0.0471699 -0.019709 -0.0447865 0.0189277 -0.0473167 0.00772683 0.012087 0.0123854 0.025868 -0.00120785 0.00690333 0.0148232 0.0161865 -0.000493196 0.0461673 -0.0205467 0.0560862 -0.0144827 0.0471292 0.0474422 -0.000316989 0.0021501 0.023138 -0.0480411 0.0363345 -0.027826 -0.0100781 0.0500823 leaf_count=3344 4984 2208 3174 1609 836 2471 1022 455 5561 1598 121 1245 1445 440 128 447 400 135 115 695 176 155 2060 481 733 394 548 175 1743 108 internal_value=0 0.0635647 0.0734209 0.0785123 0.0884728 0.0928285 0.0685747 -0.271816 0.0737649 0.0364316 -0.269887 0.186104 -0.0951527 -0.163478 -0.258635 -0.368212 0.221979 0.194189 0.212186 0.130234 0.142794 0.131667 0.0845014 0.119402 0.0865109 0.0430596 0.267913 0.0340552 0.0595187 -0.0450305 internal_count=39006 33120 30791 27617 26008 25172 20806 5886 19784 13197 2329 4366 5532 4087 3472 5431 3121 2721 2586 6587 5892 5716 7665 5605 4576 3843 1029 615 3449 1851 Tree=327 num_leaves=31 split_feature=23 8 48 0 66 87 51 78 46 85 61 14 14 39 59 87 75 39 91 0 24 85 15 59 42 35 55 71 59 24 split_gain=39.5142 23.3281 18.0605 21.8909 15.7009 15.1919 14.628 12.0665 7.87371 7.53517 7.39854 6.91452 6.76269 13.1162 7.91283 7.80374 6.32232 6.02959 10.6052 5.41032 6.74467 6.38448 5.66561 5.30981 5.04522 5.01142 4.75516 6.49138 4.61307 4.39468 threshold=3.5 0.5 0.5 5.5 0.5 0.5 0.5 0.5 0.5 13.5 4.5 17.5 0.5 0.5 1.5 1.5 0.5 9.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 8 6 24 -8 10 -2 12 19 13 15 17 26 -15 18 -14 20 28 22 -22 -3 -6 29 27 -1 -7 -23 right_child=9 23 -4 -5 5 11 7 -9 -10 -11 -12 -13 14 16 -16 -17 -18 -19 -20 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 9 23 2 3 24 28 7 7 8 9 10 11 18 16 14 15 16 17 18 19 22 29 22 23 24 25 26 27 28 29 leaf_value=-0.0401962 -0.0421574 -0.035091 -0.0288472 0.0763335 -0.0302972 -0.0275838 -0.0181067 0.0986574 -0.0357903 0.0330561 -0.044952 0.0617721 0.0138434 0.0168853 0.0749464 0.0169171 -0.0279248 -0.0240756 0.055117 -0.0200494 0.0818647 0.00606235 0.00535309 -0.00175675 0.0065834 -0.0284189 0.0240259 0.0137924 0.0320113 0.0468372 leaf_count=2433 8945 3825 3696 209 6610 747 347 100 448 138 254 197 2090 3171 125 289 247 231 355 872 191 710 128 1038 518 258 103 294 193 244 internal_value=0 -0.017514 0.0153852 0.0403955 0.0266052 -0.083936 -0.210383 0.405753 0.0925254 -0.388932 0.105476 0.0653269 0.115637 0.0569921 0.205137 -0.142677 0.141382 0.176636 0.206441 0.0314186 0.098494 0.199208 0.543623 -0.282983 -0.264866 0.102617 -0.250888 -0.307282 -0.149743 0.189058 internal_count=39006 29923 25060 21364 21155 11115 7575 447 10040 9083 9592 3540 9338 6537 2801 3119 3418 2676 2445 3343 2471 1531 319 4863 7128 1212 2830 2727 940 954 Tree=328 num_leaves=31 split_feature=33 33 42 74 42 82 59 24 33 15 66 36 7 14 23 85 15 33 33 23 91 14 39 23 69 74 8 8 23 86 split_gain=157.72 18.4934 7.7297 7.72297 8.66997 5.58065 4.61333 3.93417 3.46813 2.11686 2.2636 2.207 3.73354 4.5153 2.00694 1.6898 1.28316 0.361372 0.336034 0.310339 0.234465 0.232453 0.213272 0.197926 0.19594 0.210505 0.222813 0.895133 0.327351 0.49764 threshold=2.5 6.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 3.5 0.5 0.5 0.5 0.5 0.5 1.5 4.5 4.5 1.5 1.5 0.5 0.5 3.5 0.5 0.5 8.5 12.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=8 3 16 4 5 6 7 17 22 10 11 12 14 -14 15 -10 20 -2 -6 -16 23 -12 24 -3 25 26 28 -28 29 -1 right_child=1 2 -4 -5 18 -7 -8 -9 9 -11 21 -13 13 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 17 23 2 3 18 5 6 7 15 9 21 11 13 13 19 15 16 17 18 19 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.0449504 0.0556375 0.0556502 -0.0141219 -0.0545546 -0.0563273 -0.0467775 -0.0278603 0.00147318 0.0048746 -0.0495295 -0.051479 -0.0522525 -0.0156465 0.0666714 -0.0331794 -0.0431699 0.0332286 0.0408781 -0.0323852 -0.0520702 0.0430921 -0.0357888 -0.0505918 0.0475133 -0.0509638 -0.0509817 -0.0133908 -0.0508844 -0.0511551 -0.0258851 leaf_count=3843 125 891 137 241 133 114 110 128 327 3003 1196 510 346 176 365 253 188 144 100 618 152 403 13990 202 4413 2754 296 564 2820 464 internal_value=0 0.274359 0.440083 0.00741765 0.0946423 0.208504 0.280509 0.360172 -0.456192 -0.349869 -0.287986 -0.213424 -0.152617 0.152998 -0.277124 -0.102761 0.49164 0.485796 -0.455916 -0.442223 0.52563 -0.471971 -0.488541 0.538309 -0.472666 -0.459549 -0.445507 -0.359283 -0.456593 -0.427755 internal_count=39006 2665 1570 1095 854 621 507 397 36341 7197 4194 2595 2085 522 1563 580 1433 269 233 983 1245 1599 29144 1093 15154 10741 7987 860 7127 4307 Tree=329 num_leaves=31 split_feature=10 59 39 14 59 21 7 78 33 13 66 66 44 88 6 6 77 56 10 59 68 56 86 39 86 2 81 66 71 23 split_gain=96.0448 86.2229 31.9576 21.041 17.5352 15.5373 11.2705 11.1488 9.94739 9.87323 11.2238 9.66915 8.5936 8.21621 8.02604 7.35184 7.1712 8.33596 9.13722 6.83618 6.79542 6.63952 9.38911 8.37765 6.22063 8.58835 5.30065 5.20588 4.88308 4.7504 threshold=5.5 1.5 1.5 2.5 7.5 0.5 0.5 3.5 2.5 1.5 3.5 3.5 0.5 3.5 1.5 2.5 0.5 1.5 0.5 0.5 0.5 1.5 2.5 1.5 0.5 1.5 0.5 2.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 14 7 13 8 9 16 -11 26 -13 15 21 24 17 18 -1 -8 29 22 23 28 25 -7 -4 -2 -3 -20 right_child=27 4 11 -5 -6 6 19 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=18 27 28 26 3 4 25 19 7 8 10 10 12 12 13 14 15 16 17 29 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0101083 0.0492377 0.0142674 -0.0448633 -0.0466344 0.0406156 0.00601115 -0.0207852 0.050458 -0.0502812 -0.0467597 0.0214371 -0.0176266 0.074038 -0.0433417 -0.0341198 -0.046434 -0.0299897 0.0321897 0.0384821 0.0172602 -0.0348528 0.0401595 0.0428808 -0.0353608 0.0413939 0.0491706 0.0114534 0.0116307 -0.0344011 -0.00466447 leaf_count=6218 3764 968 8398 2313 2255 1507 1405 203 1644 2184 397 1599 174 115 199 126 1400 256 543 449 244 337 215 283 728 252 181 204 108 338 internal_value=0 -0.00872432 -0.106912 -0.0512971 0.254033 -0.0255533 0.0967934 -0.0940426 -0.10971 -0.0878656 -0.32793 -0.3431 -0.0756469 0.18811 0.127241 0.217755 -0.0503901 -0.0201125 -0.0489044 -0.088677 0.175369 0.161795 0.101838 0.0241067 0.24308 0.154361 -0.421068 0.462132 0.0984193 0.263383 internal_count=39006 35038 30673 20321 4365 18008 4582 13426 13223 11579 2581 10352 1773 2728 2110 2613 8998 7599 7343 1854 1125 1911 1574 1359 2487 1759 8579 3968 1076 881 Tree=330 num_leaves=31 split_feature=38 39 42 66 85 16 82 10 67 14 85 57 55 10 36 42 75 89 52 59 78 61 85 80 49 55 56 66 73 91 split_gain=41.8312 16.6218 17.3223 17.2892 14.4846 14.2473 9.49207 9.25108 8.81591 11.1106 8.92785 8.52679 8.40009 8.16527 8.09465 8.21059 7.32264 7.0525 6.70434 6.54553 5.7157 5.59439 5.52861 5.45336 5.15247 4.79305 4.70597 4.62604 4.60363 4.52827 threshold=0.5 2.5 0.5 0.5 3.5 0.5 5.5 2.5 0.5 1.5 1.5 2.5 0.5 0.5 0.5 7.5 0.5 0.5 0.5 0.5 2.5 2.5 4.5 0.5 1.5 2.5 0.5 3.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 20 14 11 8 9 10 23 12 13 22 26 -16 -6 -8 -18 21 -5 -15 24 29 -2 -3 -4 -22 -14 -1 right_child=6 25 5 4 16 -7 17 -9 -10 -11 -12 -13 28 19 15 -17 18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 24 25 26 20 16 5 17 7 8 9 10 11 28 21 15 15 18 17 18 19 27 21 22 23 24 25 26 27 28 29 leaf_value=0.00471402 -0.0183337 -0.0395931 -0.0121237 -0.0332202 -0.0127711 0.0538267 0.00554383 -0.0488319 -0.0322022 -0.0343958 0.0378001 -0.0393522 0.0379248 0.0384999 0.0544963 -0.0265441 0.0674787 0.0780721 -0.0244742 -0.00336623 -0.0402903 -0.033696 0.0365721 0.0569185 0.0133219 0.00979773 0.0532914 0.0428752 0.00449087 -0.0370967 leaf_count=2691 1995 6682 2347 13572 586 412 120 2285 834 932 822 380 571 659 371 172 157 228 113 511 224 105 112 137 227 117 189 273 303 879 internal_value=0 -0.14355 -0.103112 -0.157851 -0.256485 0.0952371 0.127129 -0.0176629 0.0203999 0.0742879 0.13864 0.097367 0.120233 0.0517516 0.0020413 0.320355 0.101825 0.517211 0.428057 0.197185 -0.311562 0.325526 -0.0569439 0.0343826 -0.101194 -0.360754 -0.0871568 0.123737 0.289226 -0.00653471 internal_count=39006 33795 26996 23505 14925 3491 5211 8580 6295 5461 4529 4863 4483 3609 3079 543 856 348 270 1275 14069 764 2334 3707 2222 6799 2536 497 874 3570 Tree=331 num_leaves=31 split_feature=89 85 14 77 67 74 74 34 72 68 70 13 10 57 16 15 56 67 58 23 81 57 36 63 66 16 34 46 59 33 split_gain=56.439 49.4655 26.5013 21.208 20.4592 19.9769 19.9699 16.463 12.4391 11.7318 11.5959 10.8475 12.2485 11.612 10.3498 10.2658 9.72632 9.1802 8.81423 6.89091 6.50686 6.43361 5.99942 5.7564 5.52345 5.31821 7.43237 6.19133 5.16133 4.92296 threshold=1.5 0.5 2.5 0.5 0.5 0.5 15.5 7.5 1.5 11.5 2.5 1.5 1.5 0.5 0.5 0.5 0.5 3.5 0.5 2.5 1.5 3.5 0.5 8.5 0.5 0.5 0.5 0.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 6 5 7 17 10 15 14 11 12 13 29 21 19 18 20 25 -7 -3 22 24 -5 -2 26 -6 -28 -15 -1 right_child=9 3 -4 23 16 8 -8 -9 -10 -11 -12 -13 -14 28 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 24 20 2 23 26 19 6 7 8 9 10 11 12 28 14 15 16 17 18 19 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.00789247 0.0329459 -0.0361708 -0.041974 0.0121096 0.0439914 0.00161313 0.0550608 0.0579478 0.0548596 0.0528641 0.0430073 -0.0458276 -0.0453347 0.0419869 -0.000243022 -0.0129962 -0.000440722 0.0146148 -0.0143755 0.034501 0.0296201 0.0533076 0.0398563 -0.0471616 -0.000467437 0.0100833 -0.0191118 0.0425396 -0.0338359 -0.0468547 leaf_count=4203 329 13673 2484 789 1316 631 101 142 324 762 165 2472 3289 331 554 1285 969 146 231 785 139 369 459 159 477 353 317 118 149 1485 internal_value=0 -0.0431003 0.047365 -0.222931 0.0754111 -5.22442e-05 -0.294556 -0.0983678 0.162981 0.26627 -0.129606 -0.157483 -0.106544 -0.0482081 0.205148 0.0941786 0.217479 -0.32349 0.283692 0.209296 -0.348246 0.28918 0.226725 0.0680332 0.122896 0.324135 0.375265 0.0719382 0.31491 -0.109912 internal_count=39006 36056 21049 15007 18565 15261 14059 12236 3025 2950 12094 11929 9457 6168 2188 2701 3304 13958 2335 1416 13812 1634 1265 948 806 2104 1751 435 480 5688 Tree=332 num_leaves=31 split_feature=7 40 58 42 39 36 63 70 66 24 14 0 40 67 59 85 13 33 40 40 70 87 10 52 74 75 19 17 63 58 split_gain=53.182 31.1467 21.9173 17.3576 15.8268 14.3008 12.359 10.6596 10.0318 8.62633 8.40103 8.14561 8.29499 8.06913 7.87299 7.82096 7.63058 7.25315 7.09007 6.99588 6.96993 6.63741 6.56527 6.35333 6.20131 5.82321 5.64482 5.46058 5.90818 5.34798 threshold=0.5 0.5 7.5 0.5 0.5 0.5 0.5 3.5 1.5 1.5 2.5 2.5 4.5 0.5 6.5 0.5 1.5 6.5 0.5 1.5 0.5 1.5 0.5 1.5 3.5 0.5 0.5 3.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 3 5 6 7 8 10 9 -1 14 12 21 -6 16 -11 17 20 -7 -5 22 27 26 -18 -8 -10 -2 28 -3 -15 right_child=2 11 -4 19 13 18 24 -9 25 15 -12 -13 -14 29 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=9 26 28 2 19 13 18 24 7 25 15 10 11 12 29 14 15 23 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0300473 0.0442274 0.00572651 0.0541734 -0.0425562 -0.041496 -0.0192976 -0.0371165 -0.0480089 0.0182872 -0.0443103 -0.0413012 0.0326645 0.0520703 -0.0211517 -0.0527654 0.0501619 -0.0160317 -0.0473627 0.0119396 0.0244685 0.0120951 -0.0479901 0.00485274 0.0442406 0.0229919 -0.0163523 0.0128451 0.0551764 -0.0271211 0.0420055 leaf_count=5062 1443 1950 345 1641 10646 1943 4411 214 1655 261 378 396 112 862 377 392 859 458 777 128 891 578 637 103 189 706 336 161 965 130 internal_value=0 -0.154246 0.110503 0.0736739 -0.236443 0.109347 -0.137761 0.176063 -0.0430741 -0.202446 0.195088 0.070586 8.2874e-05 -0.366394 0.211736 0.209642 0.224918 0.262743 -0.0749592 -0.30902 0.277001 -0.0449516 0.342909 -0.0292826 -0.323829 0.0923216 0.389717 0.0019125 -0.0318717 -0.0544926 internal_count=39006 28476 10530 10185 24314 8416 12676 5696 8076 5715 5482 4162 3766 11638 5104 653 4727 3765 2720 1769 3307 3654 2416 962 4600 2361 1779 3076 2915 992 Tree=333 num_leaves=31 split_feature=13 35 75 52 76 77 68 38 42 63 39 90 54 63 91 2 83 57 70 24 74 47 46 46 6 47 66 70 43 75 split_gain=33.2589 24.488 13.7211 15.4314 10.6736 10.2406 8.65115 8.56571 7.99894 7.96445 7.51902 7.40391 7.37877 7.1197 6.67595 6.31029 7.11741 6.08915 5.82944 5.99507 6.2538 6.36304 5.60067 11.2183 7.21074 6.56944 5.75486 5.76591 4.93433 4.90473 threshold=1.5 0.5 4.5 2.5 0.5 1.5 5.5 0.5 0.5 2.5 0.5 5.5 2.5 9.5 0.5 2.5 0.5 0.5 2.5 1.5 6.5 6.5 0.5 2.5 1.5 1.5 2.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 9 12 7 -4 11 10 17 13 -2 15 -6 16 18 22 19 20 21 29 24 25 26 28 27 -1 -24 -3 right_child=5 8 6 -5 14 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 12 29 7 3 14 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 28 23 24 25 26 27 28 29 leaf_value=-0.0262401 -0.0413815 0.00900235 0.0117079 0.0331487 -0.00517037 0.0157348 -0.0468292 0.0866292 -0.0328521 -0.0475405 -0.0325885 -0.0482078 0.0344547 -0.053518 0.0661789 -0.0464776 0.0550946 -0.0424703 0.0470363 -0.0138026 -0.0402739 0.0748417 -0.00162846 -0.0424917 0.0442884 0.0986836 0.000473501 0.0356456 0.0678078 0.0319393 leaf_count=6156 10638 2621 311 491 441 260 310 106 776 2307 5924 135 183 216 179 550 216 1636 265 983 262 124 327 297 132 106 1616 186 192 1061 internal_value=0 -0.0341604 -0.124515 -0.152889 -0.182096 -0.341001 0.290457 0.443335 0.108051 -0.205985 -0.175669 0.132796 -0.38839 0.149981 0.252234 0.165226 0.180247 -0.11856 0.150767 0.120533 0.162601 0.185937 -0.0872396 0.148653 -0.128451 0.376928 -0.154186 -0.231349 0.201182 0.161088 internal_count=39006 27925 20716 19989 19498 11081 727 417 7209 18878 16571 6433 10821 6298 620 6082 5532 10647 5316 5051 4068 3806 9012 922 8090 625 7958 6342 519 3682 Tree=334 num_leaves=31 split_feature=56 75 78 10 74 62 65 8 39 55 22 71 40 25 76 13 70 47 58 39 15 55 74 66 87 8 8 17 8 87 split_gain=28.2197 24.1975 19.1907 18.0376 18.9613 16.3454 16.3022 16.75 19.4687 12.7279 12.6653 11.5479 12.5141 11.4605 10.0233 9.19424 8.70227 10.821 9.46152 8.51545 7.67141 8.57879 8.92062 10.0648 10.0072 7.71534 7.5326 7.51857 7.4554 7.57987 threshold=1.5 3.5 1.5 4.5 3.5 4.5 0.5 2.5 3.5 7.5 0.5 4.5 1.5 0.5 1.5 2.5 0.5 8.5 2.5 7.5 4.5 0.5 0.5 0.5 7.5 1.5 8.5 0.5 3.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 9 8 15 10 11 12 13 14 16 -8 17 18 20 -15 21 22 23 -1 27 -24 -9 -25 29 -18 right_child=-2 -3 -4 -5 -6 -7 7 26 -10 -11 -12 -13 -14 19 -16 -17 28 -19 -20 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31 leaf_parent=23 0 1 2 3 4 5 15 26 8 9 10 11 12 19 14 15 29 17 18 19 20 21 25 27 24 25 26 27 28 29 leaf_value=0.00768172 -0.0457666 -0.0492816 -0.0239956 -0.0473596 -0.0485567 0.079566 -0.0231756 0.0402852 0.00925546 -0.0439106 -0.0153366 0.0250919 -0.025934 -0.0190363 0.0542104 0.00377162 -0.0157781 0.0421172 -0.0434274 0.0255321 0.032219 -0.00699272 -0.0148125 0.0212093 -0.0232941 0.0129149 0.00532203 -0.000933215 0.0154439 0.0279803 leaf_count=4876 2570 1736 1807 4019 1184 109 4197 361 1097 229 836 1281 622 1687 207 514 1597 373 210 137 432 750 877 5232 125 419 311 691 412 108 internal_value=0 0.0520692 0.0574231 0.0652797 0.0694625 0.0737647 0.0708912 -0.0256042 -0.0752571 0.0924168 0.0961485 0.104114 0.0913758 0.0976554 0.1079 -0.17338 0.103553 0.117047 0.109536 -0.102758 0.1133 0.1053 0.116373 0.131609 0.180559 -0.0244117 0.210058 0.192769 -0.0190926 -0.101525 internal_count=39006 36436 34700 32893 28874 27690 27581 6480 5808 21101 20872 20036 18755 18133 16309 4711 16102 13985 13612 1824 13402 12970 12220 10924 6048 1296 672 5923 2117 1705 Tree=335 num_leaves=31 split_feature=59 13 14 85 39 63 53 76 55 39 0 42 65 78 24 41 8 42 82 20 87 75 24 88 7 91 14 8 47 47 split_gain=29.8726 20.3866 19.8132 24.2538 25.5872 18.1455 15.5269 12.714 11.6959 10.0996 9.23586 8.80834 8.43982 7.92857 8.23193 8.1891 8.43494 7.03135 6.90043 6.59245 5.9094 6.36059 6.89873 5.95233 5.82184 5.36924 5.38759 26.5115 11.4253 8.78884 threshold=1.5 10.5 1.5 0.5 0.5 9.5 0.5 0.5 7.5 3.5 2.5 1.5 0.5 2.5 6.5 0.5 9.5 1.5 5.5 1.5 5.5 0.5 0.5 0.5 1.5 1.5 10.5 0.5 4.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 11 24 8 10 -8 13 -1 -11 14 15 18 17 -17 19 20 21 23 -23 -5 -6 26 -4 28 29 -28 right_child=-2 -3 25 7 6 -7 9 -9 -10 12 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=11 0 1 26 23 24 5 9 7 8 12 10 11 12 13 14 17 16 17 18 19 20 22 22 23 24 25 29 27 28 29 leaf_value=-0.0391713 -0.0392372 0.0294579 0.0116276 0.00601286 0.0152241 0.0293545 -0.0382489 -0.0306033 0.0447262 -0.0188413 -0.0299684 0.0142519 0.0270917 -0.0436593 0.0329535 -0.0221028 0.0333047 0.00644804 0.0649214 0.0481164 0.0209883 -0.0408521 -0.00092026 0.0280586 -0.0387918 -0.0229062 0.0146819 0.0929812 -0.0567107 0.0784393 leaf_count=9845 4757 1186 4146 4735 2323 130 2209 664 229 469 637 239 263 221 492 1278 105 342 127 134 637 461 934 518 280 267 989 166 120 103 internal_value=0 0.0615671 0.0476264 0.0104574 -0.107903 -0.286349 0.00913209 0.0593495 0.0710813 -0.169116 0.0602621 -0.35083 -0.00828736 0.0694478 0.0751998 0.0631822 -0.0649589 -0.115694 0.088032 0.0823234 0.0745718 0.0536924 -0.0818141 0.0795963 0.126861 0.137643 0.146104 0.252883 0.146846 0.196961 internal_count=39006 34249 33063 27272 15758 10214 5544 11514 10850 2941 10621 10084 732 9984 9763 9271 1725 1620 7546 7419 7285 6648 1395 5253 2603 5791 5524 1378 1212 1092 Tree=336 num_leaves=31 split_feature=23 8 25 27 61 41 23 87 59 59 78 42 85 14 39 52 31 59 31 65 26 69 24 47 91 7 61 15 39 14 split_gain=35.1174 22.3021 16.6367 16.4349 15.263 14.699 12.0714 14.3509 11.7835 9.86371 8.60682 7.78103 7.53369 7.4939 11.5062 6.78363 8.73703 6.49765 5.84569 5.82799 5.8157 5.66144 5.97652 7.90565 5.12939 7.62366 7.70183 6.67735 5.54652 5.10086 threshold=3.5 0.5 0.5 0.5 1.5 1.5 0.5 1.5 1.5 1.5 1.5 0.5 6.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 5.5 1.5 0.5 0.5 0.5 0.5 9.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 11 5 6 9 20 -6 15 19 13 -2 14 -4 24 -17 -3 -16 -7 -8 22 23 -9 28 26 27 -26 29 -1 right_child=12 17 3 -5 8 10 7 21 -10 -11 -12 -13 -14 -15 18 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 12 17 14 3 8 19 20 23 8 9 10 11 12 13 18 16 16 17 18 19 20 21 22 23 27 25 26 27 28 29 leaf_value=-0.00967621 -0.042511 -0.0351606 -0.0289426 -0.0259271 -0.0287126 0.0270414 -0.0273885 0.0223901 0.0543507 0.0831258 0.0831375 0.0449733 0.0071645 0.0435359 0.0308665 0.0149086 0.0898578 0.00167046 -0.0359817 -0.051356 0.0321797 -0.014368 0.0560866 -0.0349329 0.0832502 -0.0419195 -0.0113411 0.00931841 0.0613977 0.0148253 leaf_count=4705 8734 3865 1586 1918 3957 660 5229 544 240 134 115 607 344 267 609 1020 141 1032 162 114 415 641 154 358 268 189 223 161 119 495 internal_value=0 -0.0137146 0.018407 0.18517 -0.023756 0.01452 -0.0159004 -0.122301 -0.234895 0.0622039 0.316748 0.262613 -0.369893 0.160354 0.0567209 0.0468927 0.227719 -0.275029 0.230776 0.20236 -0.246272 0.0659566 0.17657 0.0792611 0.00121668 0.218697 0.347127 0.563021 -0.0347536 -0.0499495 internal_count=39006 29928 25031 5149 19882 15685 14796 7341 4197 7455 889 3231 9078 2624 2357 7321 1161 4897 771 774 5644 1697 1056 902 6160 841 652 429 5319 5200 Tree=337 num_leaves=31 split_feature=33 42 66 25 82 47 88 33 53 23 7 33 14 33 61 24 31 14 23 8 63 23 61 47 24 23 86 15 47 61 split_gain=151.977 16.1982 12.4906 11.3191 6.69762 3.87766 3.34774 3.29896 1.96682 1.78394 1.0969 1.07802 1.04397 1.66831 0.924039 0.864323 1.13571 0.789504 1.41835 0.337144 0.947126 0.301631 0.171359 0.423264 0.167691 0.271884 0.541591 0.962817 0.212559 0.13141 threshold=2.5 0.5 5.5 1.5 0.5 1.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 5.5 0.5 1.5 0.5 0.5 0.5 8.5 4.5 2.5 0.5 1.5 0.5 1.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=7 2 3 4 6 -3 12 11 9 -9 -7 19 13 -2 15 16 17 18 -13 24 -21 -14 23 -15 25 26 28 -28 -1 -16 right_child=1 5 -4 -5 -6 10 -8 8 -10 -11 -12 14 21 22 29 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=28 13 5 2 3 4 10 6 9 8 9 10 18 21 23 29 15 16 17 18 20 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.048443 0.0295438 0.00963448 -0.0392188 -0.04124 -0.0192728 -0.0682173 0.0165177 0.0120022 -0.0463523 -0.0312533 -0.027941 -0.00664292 0.0566308 0.0531466 -0.042736 -0.0509001 -0.0465786 0.00289442 -0.0467613 -0.0138617 -0.0479167 0.0697149 0.0568918 0.0366885 -0.0503266 -0.0509376 -0.0110936 -0.0510296 -0.0378819 -0.0509899 leaf_count=4761 182 109 208 141 106 126 176 131 1025 394 158 288 290 576 1246 705 812 252 590 185 1405 120 329 117 15337 5706 329 553 834 1815 internal_value=0 0.283212 0.354909 0.402323 0.444223 -0.285788 0.477566 -0.452442 -0.225944 -0.088575 -0.514166 -0.467626 0.513327 0.472605 -0.395186 -0.32521 -0.272167 -0.186912 -0.26348 -0.484179 -0.401789 0.608668 0.522583 0.497418 -0.48977 -0.471638 -0.447 -0.30785 -0.469001 -0.474153 internal_count=39006 2638 2245 2037 1896 393 1790 36368 1550 525 284 34818 1614 1204 5708 2647 1942 1130 878 29110 1590 410 1022 693 27520 12183 6477 882 5595 3061 Tree=338 num_leaves=31 split_feature=10 59 13 59 41 14 41 71 38 39 2 16 57 29 61 34 58 10 74 10 66 33 72 56 75 66 23 86 8 69 split_gain=87.7229 75.6307 26.9335 25.2413 21.3666 12.1399 11.3142 10.7234 10.3985 11.4851 10.1849 9.46249 8.55838 8.96431 8.11016 9.01903 8.25282 7.90938 9.17837 7.79734 7.67209 7.28053 7.03205 6.75539 6.73962 9.23695 6.64345 6.44703 6.16508 6.29437 threshold=5.5 0.5 2.5 7.5 0.5 1.5 4.5 1.5 10.5 0.5 2.5 0.5 1.5 1.5 1.5 0.5 2.5 1.5 1.5 0.5 4.5 1.5 0.5 0.5 0.5 0.5 4.5 1.5 10.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 6 5 10 8 21 9 12 14 -11 13 19 15 16 17 18 27 23 -4 28 -13 -3 25 -20 -19 -1 29 -6 right_child=-2 3 20 -5 7 -7 -8 -9 -10 11 -12 22 -14 -15 -16 -17 -18 26 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 0 23 20 3 29 5 6 7 8 11 10 22 12 13 14 15 16 26 25 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.027222 0.0458822 -0.00304807 -0.0484777 0.0396088 0.0164038 -0.0442438 0.0353247 -0.0357412 0.0832993 -0.0276948 0.0333589 -0.00682962 -0.0363293 -0.0591609 -0.037165 0.0201707 0.0692779 0.0447064 0.116655 0.0360579 0.00304399 -0.0258054 0.0550315 0.0286758 -0.0284049 0.0112895 -0.0452308 0.0317858 -0.0527081 -0.0492781 leaf_count=6974 4015 1309 6474 2248 2424 3578 533 718 128 1791 249 368 374 104 2488 903 141 227 156 679 461 375 190 412 547 501 137 202 175 125 internal_value=0 -0.002107 -0.126241 0.184422 -0.0796865 -0.171168 0.0930532 0.0582011 0.0453548 0.0282183 -0.127219 -0.143408 0.11697 0.152826 -0.152441 -0.107911 -0.150093 -0.166204 -0.199304 0.178864 -0.421235 0.0963926 0.1323 0.0828344 0.139044 0.366645 0.234487 -0.248549 0.129591 0.146186 internal_count=39006 34991 26855 8136 19920 16103 5888 3817 5355 5227 12525 2349 2878 2504 12276 9788 8885 8744 8380 2400 6935 3099 558 1721 1204 657 364 7176 2724 2549 Tree=339 num_leaves=31 split_feature=49 55 91 39 8 31 66 74 38 66 80 71 8 46 31 26 35 31 14 61 63 75 18 70 23 16 14 91 86 0 split_gain=37.9346 17.7573 14.1475 12.3329 10.6018 13.8754 12.685 11.3167 9.21718 8.71075 7.42512 7.15183 7.28002 6.69812 6.7999 6.67335 6.48829 6.81761 6.46443 5.89682 7.05298 5.83889 5.52417 5.3866 8.29848 5.90273 5.27022 4.99131 5.10069 4.88451 threshold=0.5 0.5 0.5 1.5 3.5 1.5 3.5 1.5 4.5 14.5 0.5 2.5 10.5 0.5 3.5 2.5 4.5 2.5 3.5 0.5 0.5 3.5 1.5 0.5 0.5 0.5 3.5 0.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 10 9 11 13 18 12 16 14 -7 26 17 21 19 20 23 27 -19 25 -25 -1 29 28 -2 -3 right_child=8 15 -4 -5 -6 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=25 28 29 2 3 4 14 6 7 8 9 10 11 12 13 14 15 16 22 18 19 20 21 22 24 24 25 26 27 28 29 leaf_value=-0.0183873 0.00705006 0.0167848 -0.0422193 -0.0337705 -0.0466391 0.0118729 -0.0410805 -0.0302296 0.0327378 -0.0395374 0.0438123 -0.028184 -0.0459369 0.0953429 0.0676098 -0.0565435 -0.0576114 0.032809 -0.0489125 -0.0265716 0.0215234 -0.0457706 -0.0316334 0.0714523 -0.0185507 0.0325336 -0.0494899 -0.026901 0.0425814 -0.0461885 leaf_count=4228 2055 2289 6819 6919 1583 944 2726 671 433 140 350 452 226 219 262 670 148 725 820 2350 1544 270 232 150 317 295 260 419 252 238 internal_value=0 -0.149855 -0.194973 -0.152738 -0.0991036 -0.0691516 -0.129218 0.190096 0.102992 0.327214 -0.0669477 0.0569186 0.0854604 0.419162 0.311369 0.0719952 0.105047 0.119511 -0.091763 -0.0629531 -0.00771668 0.0532453 0.279059 -0.084169 0.253306 -0.135971 0.106913 0.0783271 0.111416 0.137722 internal_count=39006 33794 30337 23518 16599 15016 12780 2236 5212 1565 10054 4779 4327 1425 1206 3457 4101 3953 9704 8884 6534 2996 957 4990 467 4523 2787 2726 2307 2527 Tree=340 num_leaves=31 split_feature=13 14 37 74 85 10 1 42 89 59 90 33 42 35 59 53 85 18 77 77 67 16 31 83 57 67 70 91 72 27 split_gain=52.9209 40.3405 38.1378 24.602 19.9629 18.4602 16.23 15.3339 14.1756 13.9574 14.2507 13.3656 11.129 12.2593 9.5581 8.0895 8.00625 7.65136 9.00725 7.24576 7.29598 7.1881 6.96046 6.92423 5.66934 5.69389 7.16038 6.52267 5.90876 6.40118 threshold=2.5 2.5 1.5 5.5 0.5 4.5 0.5 0.5 1.5 2.5 4.5 3.5 0.5 0.5 8.5 5.5 3.5 1.5 0.5 0.5 3.5 0.5 1.5 0.5 2.5 0.5 1.5 1.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 9 -2 14 19 10 11 12 13 17 16 -9 -4 18 23 20 -6 -15 -21 24 25 26 28 -27 29 -1 right_child=6 -3 7 -5 8 -7 -8 15 -10 -11 -12 -13 -14 21 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=29 6 1 16 3 20 5 6 15 8 9 10 11 12 21 14 15 16 17 18 22 20 21 22 23 24 27 26 27 28 29 leaf_value=-0.0123563 -0.0423024 -0.040008 0.0416616 0.0318292 -0.0314631 -0.0405462 0.0237643 -0.0184727 0.0177474 -0.0275905 -0.0564137 -0.0409503 -0.0214278 0.0108726 -0.0511755 0.036834 -0.0224659 0.059662 0.0382391 0.0272538 0.0219916 -0.0190159 -0.0218057 0.0574158 0.0534187 0.0318003 0.0438782 -0.0108143 0.0459616 0.0374685 leaf_count=2252 7899 3592 2506 1066 6466 3489 250 542 378 2227 242 1643 582 1484 185 181 175 210 674 223 110 813 326 120 106 540 142 156 213 216 internal_value=0 0.0587403 0.0850552 0.0284719 -0.00551813 0.0549123 -0.345433 0.298356 -0.153306 0.0801865 0.106248 0.121417 0.139787 0.163517 0.371769 -0.0169207 0.3919 0.227076 0.203574 -0.219366 -0.280201 0.00813855 0.000895282 0.142762 0.116794 0.093497 0.014371 0.223814 -0.034734 -0.0735477 internal_count=39006 30857 27265 23676 22610 15107 8149 3589 7503 11618 9391 9149 7506 6924 2866 723 2681 4627 4417 7125 6576 2297 549 3744 3624 3518 2822 696 2680 2468 Tree=341 num_leaves=31 split_feature=66 63 61 40 58 39 29 13 52 35 90 23 40 72 13 57 90 28 46 41 70 14 63 53 61 64 76 13 66 25 split_gain=48.3033 33.284 25.9122 19.5439 14.5306 14.7193 11.4584 11.2141 11.0843 10.05 10.8633 12.9351 9.33615 9.19314 8.90126 8.33779 7.58104 7.75848 7.49314 7.31377 7.00428 6.71873 6.58148 8.3948 6.11861 5.64983 5.58256 5.89983 5.52355 4.97854 threshold=1.5 4.5 5.5 0.5 2.5 2.5 2.5 1.5 1.5 8.5 12.5 2.5 1.5 0.5 2.5 2.5 1.5 1.5 1.5 6.5 1.5 1.5 0.5 0.5 1.5 0.5 1.5 4.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 3 7 4 5 6 9 8 12 10 11 13 16 14 20 18 17 -1 19 26 21 24 23 -10 25 -2 27 -5 -14 -4 right_child=1 -3 29 15 -6 -7 -8 -9 22 -11 -12 -13 28 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=17 25 1 29 27 4 5 6 7 23 9 10 11 28 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0325217 0.0156898 -0.0422827 0.0256656 0.0268068 0.0293467 -0.0409033 0.0577613 -0.0453583 0.101838 0.0328919 0.0491959 -0.0213544 -0.0178316 -0.0430501 -0.042558 -0.030906 0.0465122 0.0382007 -0.0216962 -0.0448782 -0.0308259 -0.0353622 -0.0351943 0.00726609 0.0411984 -0.0465438 0.0532535 -0.0373402 0.0685152 -0.0206296 leaf_count=12855 1723 2568 435 2541 560 1865 164 6788 106 258 114 4210 188 421 729 453 121 222 257 148 237 409 131 150 452 182 288 213 105 113 internal_value=0 0.0583093 -0.211378 0.0921017 0.0151886 -0.0279147 0.00890446 -0.28066 -0.202679 -0.0121592 -0.0441045 -0.0681327 -0.247454 0.0420692 0.0844336 0.224945 -0.280601 -0.301373 0.247207 0.271183 0.125849 0.167245 0.229242 0.439594 0.203496 0.11528 0.287049 0.250747 0.294914 0.169078 internal_count=39006 17792 21214 15224 11324 10764 8899 20666 13878 8735 8477 8363 13491 4153 3732 3900 13198 13077 3447 3190 3003 2766 387 256 2357 1905 3042 2754 293 548 Tree=342 num_leaves=31 split_feature=13 7 24 66 42 89 65 74 75 77 41 0 83 53 75 90 9 63 36 69 37 40 16 21 39 6 68 63 59 46 split_gain=30.113 22.3718 12.7715 11.3818 9.3454 10.004 10.0994 8.19023 7.17639 6.69567 6.36549 6.2084 6.2009 7.36706 6.00128 6.93965 6.68279 5.5685 5.53265 4.9613 5.23634 5.01737 4.81096 4.64972 4.56366 4.41306 4.22508 4.72672 4.63343 4.26303 threshold=2.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 2.5 0.5 1.5 0.5 0.5 1.5 0.5 5.5 0.5 0.5 0.5 2.5 1.5 0.5 0.5 0.5 0.5 1.5 2.5 3.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 11 5 6 14 22 17 -2 19 25 13 26 16 -16 18 -9 -3 20 21 23 -4 -8 -11 -1 27 28 29 -5 right_child=9 4 7 12 -6 -7 10 8 -10 24 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 9 18 22 29 4 5 23 17 8 24 10 11 12 13 15 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0242133 -0.0455375 -0.0114964 -0.0376032 0.0199932 -0.0318822 -0.0205272 0.0329104 0.00895459 0.0643167 0.0450646 -0.00968572 0.0225234 0.0572638 -0.025657 0.0322044 -0.0312476 0.0373282 -0.0354051 0.0159572 0.0869013 -0.0151033 0.00896931 -0.00875847 0.0894619 -0.0376012 0.0429103 -0.0411109 -0.0384006 -0.0230818 0.0657857 leaf_count=7437 7950 2852 7010 1383 1181 1614 151 948 106 104 308 535 127 1208 887 155 360 1127 729 153 104 183 865 190 199 111 297 154 457 121 internal_value=0 -0.0469717 -0.13662 -0.0430075 0.0764883 0.104291 0.14497 -0.253125 -0.033116 -0.402883 0.377517 -0.172259 0.0926144 0.0518435 0.0831189 0.245158 0.0163447 -0.11617 -0.0313217 0.46848 0.368412 0.470196 -0.32448 0.629424 0.0705888 -0.219239 0.133638 0.167239 0.206679 0.258878 internal_count=39006 30753 21886 11830 8867 7686 6072 10056 2181 8253 1089 8083 3747 3620 4983 1042 3941 2075 3581 781 628 524 7875 341 303 7548 2412 2115 1961 1504 Tree=343 num_leaves=31 split_feature=56 75 13 14 8 42 24 65 33 31 39 32 70 87 59 69 66 55 40 66 15 76 26 44 79 87 71 14 29 87 split_gain=26.4879 21.0796 18.5772 22.1157 20.6568 27.6469 23.8266 14.2278 11.3593 10.7111 9.05874 9.84985 8.76071 8.02291 7.49428 7.26456 7.24976 7.13882 7.03194 6.93198 6.7536 6.56284 6.54547 6.40315 6.35397 6.27474 6.22812 10.8233 6.0985 6.00621 threshold=1.5 3.5 2.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 1.5 2.5 0.5 2.5 0.5 2.5 6.5 0.5 0.5 0.5 4.5 0.5 0.5 0.5 1.5 2.5 2.5 10.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 9 12 13 10 11 25 15 23 21 16 17 -8 19 22 -10 24 -5 28 -7 -1 29 -28 -4 -21 right_child=-2 -3 8 18 -6 14 7 -9 20 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=25 0 1 28 22 4 24 17 7 20 9 10 11 12 13 14 15 16 17 18 29 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.0328184 -0.0458692 -0.0470195 0.0128839 0.00617362 0.0143793 0.0152749 0.0171409 -0.0327626 0.0202935 -0.0446715 -0.00190595 0.0394587 -0.0385633 0.00118518 -0.0254941 -0.042839 -0.0505562 -0.0344079 -0.00484247 0.00313515 0.0509155 0.0603472 -0.0252792 0.0463263 -0.0531613 0.00702731 0.0464264 0.0124191 -0.0310715 0.0190776 leaf_count=7063 2583 1718 4181 2272 1293 1252 1297 918 1091 3992 807 131 364 2030 608 111 156 118 1303 1859 295 132 445 211 298 137 489 653 106 1093 internal_value=0 0.0499767 0.0549044 0.0187365 -0.0466998 -0.0886418 -0.150608 -0.00844485 0.117954 -0.252983 -0.194891 -0.265254 0.0565937 0.0915456 0.12192 0.091388 0.117867 0.14102 0.0840213 0.104509 0.262798 0.163195 0.0366236 0.131626 0.128867 -0.2938 0.150008 0.255564 0.120073 0.106097 internal_count=39006 36423 34705 26791 18677 17384 15094 2964 7914 12130 8138 7331 2046 6528 2290 1682 1571 1415 8114 6811 1386 1682 2717 4498 1550 7200 4094 1142 4287 2952 Tree=344 num_leaves=31 split_feature=56 39 14 87 63 42 13 39 66 82 29 79 91 18 55 8 31 24 55 42 13 31 14 3 84 8 31 40 55 87 split_gain=24.3625 15.4411 16.985 15.8527 20.7726 15.1524 14.3434 12.6491 8.98138 8.82863 8.01099 8.66746 8.44843 7.4892 7.16338 6.60435 6.26768 6.19519 5.89458 5.41631 5.33044 5.05989 4.94452 5.5812 5.5811 7.17032 8.77237 7.17743 5.10992 5.07161 threshold=0.5 2.5 0.5 1.5 5.5 0.5 5.5 0.5 1.5 0.5 0.5 2.5 0.5 0.5 2.5 1.5 1.5 5.5 1.5 1.5 1.5 1.5 15.5 0.5 4.5 5.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 15 14 -9 19 11 12 -3 22 17 20 -11 -1 -5 -7 -2 -15 24 -24 25 26 28 29 -4 -27 right_child=6 10 13 18 -6 9 -8 8 -10 16 -12 -13 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31 leaf_parent=17 20 12 28 18 4 19 6 8 8 16 10 11 12 21 14 15 16 17 18 19 20 21 23 23 24 29 26 27 28 29 leaf_value=-0.0368286 -0.0465887 0.013223 0.00130503 0.00621352 0.0140916 -0.0205601 0.0396735 -0.000639125 -0.0302731 0.0505394 0.04586 0.0546808 -0.00483362 0.0508055 0.0335562 0.000691471 -0.0200028 0.030834 0.0405129 0.00991026 -0.00808229 -0.00328742 0.0369329 -0.014884 0.0242624 0.0224003 -0.0222492 0.0517635 0.0301348 -0.00071243 leaf_count=9520 4740 5148 3517 2094 764 851 123 2216 1970 219 232 198 1559 321 132 479 125 124 147 470 543 149 415 108 377 414 1152 112 307 480 internal_value=0 0.0542933 0.0185989 -0.0399197 -0.0942959 -0.150342 -0.235483 -0.211748 -0.0970045 0.0435708 0.12523 0.113459 0.103315 0.0901439 -0.32581 -0.30996 0.347979 -0.348158 0.0907206 -0.0511938 -0.386439 0.369894 0.0754771 0.264203 0.060371 0.0413011 -0.00402627 0.150119 0.0351015 0.104433 internal_count=39006 33121 25984 18632 16391 15627 5885 13962 4186 1665 7137 6905 6707 7352 9776 5762 344 9644 2241 1321 5283 470 6882 523 6359 5982 4976 1006 3824 894 Tree=345 num_leaves=31 split_feature=66 13 41 53 79 87 42 39 14 35 47 41 80 15 14 39 36 13 34 53 14 87 53 59 69 47 59 47 24 49 split_gain=31.8341 19.6212 16.3786 13.0888 11.9787 8.68323 9.13199 12.381 15.4289 8.51684 8.50775 7.74005 7.53922 7.30553 6.93605 10.2203 6.86222 6.6719 8.67926 6.243 5.88171 10.0537 5.66545 5.51127 7.65959 5.44086 5.37659 6.30977 5.32272 5.21259 threshold=2.5 2.5 0.5 3.5 1.5 1.5 0.5 0.5 4.5 0.5 5.5 1.5 0.5 0.5 1.5 0.5 0.5 4.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 5.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 11 3 5 10 6 7 8 -1 20 12 -2 14 23 15 19 17 18 -17 -4 21 -3 -13 24 -8 -16 29 -28 -19 -7 right_child=1 9 4 -5 -6 26 13 -9 -10 -11 -12 22 -14 -15 25 16 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=8 11 21 19 3 4 29 24 7 8 9 10 22 12 13 25 18 16 28 18 19 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.0374925 -0.0426505 -0.0182323 0.00946278 -0.0359352 -0.03774 0.00915994 0.0309338 -0.00201436 0.0148259 -0.032216 -0.0494591 0.0329362 -0.0383149 -0.0115568 0.0273551 0.0546753 -0.00757913 -0.00241716 -0.0104384 -0.0335559 -0.00522868 0.0749921 -0.0266611 0.0697587 -0.0292921 0.0688698 0.0592698 -0.0158937 0.044338 -0.025174 leaf_count=5288 10142 271 793 2958 1389 2428 584 4974 379 625 263 441 281 851 567 824 393 429 349 1341 468 297 1329 120 236 211 147 130 132 366 internal_value=0 -0.261452 0.00438798 -0.0504605 0.130548 -0.0247755 -0.0749335 -0.123598 -0.267883 0.0762528 0.163428 -0.36589 0.182622 0.10264 0.202981 0.139165 0.236506 0.304558 0.441905 -0.0886658 0.238927 0.455379 -0.0653789 0.249925 0.159208 0.375013 0.0888866 0.381623 0.121333 0.0495016 internal_count=39006 13573 25433 18461 6972 15503 12432 10641 5667 1661 5583 11912 5320 1791 5039 4261 2127 1734 1173 2134 1036 568 1770 940 820 778 3071 277 561 2794 Tree=346 num_leaves=31 split_feature=33 33 10 66 42 43 33 42 53 24 66 14 33 33 47 53 8 63 32 33 47 47 14 35 39 53 24 32 47 13 split_gain=139.375 14.8778 8.15229 6.49302 6.98079 6.5266 4.80583 4.78224 3.25875 2.86669 2.70427 2.01533 1.76892 1.23406 1.10928 1.0286 0.591513 1.5058 0.533396 0.532752 0.344235 0.227667 0.34125 0.114376 0.0912031 0.128001 0.143562 0.370261 0.201219 0.125687 threshold=2.5 7.5 0.5 6.5 0.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 1.5 4.5 0.5 0.5 8.5 4.5 2.5 1.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=6 2 3 4 5 11 16 15 9 10 12 13 14 -2 -8 23 24 -18 -10 21 -17 -11 -23 -3 25 26 27 29 -29 -1 right_child=1 7 -4 -5 -6 -7 8 -9 18 19 -12 -13 -14 -15 -16 20 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=29 13 23 2 3 4 5 14 7 18 21 10 11 12 13 14 20 17 17 18 19 20 22 22 23 24 25 26 28 28 29 leaf_value=-0.0483029 0.0157636 0.0548304 -0.0493682 -0.0615035 -0.0337355 -0.0341107 -0.0242951 -0.000864501 -0.0495723 -0.0510778 -0.0520761 0.0597087 0.0289058 0.0411942 0.00976612 0.0447844 -0.00440843 -0.047682 -0.0275382 -0.0225112 0.028289 -0.0452604 -0.0224582 0.0458488 -0.0504699 -0.0508464 -0.0498426 -0.022362 -0.0420673 -0.0386343 leaf_count=3325 168 931 315 103 187 109 310 120 3836 572 339 103 122 223 243 156 189 1379 511 340 109 673 337 121 13654 6366 3031 281 342 511 internal_value=0 0.26964 0.0534973 0.138436 0.19519 0.288025 -0.444108 0.445918 -0.31586 -0.216444 -0.0713913 0.374301 0.0182106 0.288751 -0.0984207 0.494834 -0.485112 -0.373067 -0.463913 -0.365647 0.37294 -0.423704 -0.367118 0.538291 -0.492735 -0.480978 -0.466737 -0.445705 -0.323228 -0.469054 internal_count=39006 2645 1208 893 790 603 36361 1437 7283 2936 1014 494 675 391 553 1317 29078 1568 4347 1922 265 1582 1010 1052 27510 13856 7490 4459 623 3836 Tree=347 num_leaves=31 split_feature=10 59 41 13 14 56 60 38 37 3 92 78 42 74 22 36 66 10 15 75 37 10 66 56 3 34 8 63 73 8 split_gain=81.2551 69.877 29.5299 22.0988 18.516 16.0887 15.4147 10.5709 9.3492 9.65302 9.81521 8.99065 8.3221 8.10231 9.39563 8.99561 9.87462 7.50623 6.82052 6.62764 6.56074 6.30764 7.32223 6.6374 6.20653 5.79867 5.72779 11.777 6.73674 5.83056 threshold=5.5 1.5 1.5 2.5 2.5 1.5 0.5 7.5 1.5 2.5 1.5 3.5 0.5 1.5 1.5 0.5 0.5 2.5 4.5 2.5 2.5 1.5 2.5 1.5 0.5 1.5 12.5 1.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 12 7 8 9 10 11 13 19 14 21 16 -15 -8 -4 24 -2 22 23 25 -3 -1 27 -24 29 -29 right_child=20 5 18 -5 -6 -7 17 -9 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 28 -30 -31 leaf_parent=25 20 24 18 3 4 5 17 7 8 9 10 11 12 16 14 15 16 17 18 19 20 21 27 23 24 25 26 29 28 29 leaf_value=-0.0330828 0.0482732 0.0132935 0.0139253 -0.0444017 -0.0485898 0.0421116 0.00588341 0.0744519 -0.0373143 0.0408314 0.054145 0.0539821 -0.0160352 0.0862671 0.0401995 -0.0326389 0.00838257 0.0653022 -0.0202306 -0.0266348 0.00564069 0.01295 -0.016987 0.0156428 0.038318 0.0282956 -0.048548 0.0336806 0.0924581 -0.0256453 leaf_count=6924 3741 1488 1956 7268 3275 1512 324 183 2052 156 150 221 394 246 271 645 848 199 430 220 225 431 3044 154 769 121 761 466 154 378 internal_value=0 -0.014384 -0.103905 -0.166205 -0.121835 0.228893 -0.0889352 -0.115473 -0.124705 -0.0961392 -0.112335 -0.125449 0.131917 -0.137491 -0.167798 0.105039 0.275327 0.320757 0.0981841 0.181552 0.444217 -0.184626 -0.205724 -0.281918 0.211727 -0.310902 -0.0979721 -0.0579612 0.256318 0.141665 internal_count=39006 35040 30657 28271 21003 4383 17728 17205 17022 14970 14814 14664 2871 14443 12704 1739 1094 523 2386 2477 3966 12433 12002 7199 2257 7045 4803 4042 998 844 Tree=348 num_leaves=31 split_feature=38 39 42 66 84 36 84 6 63 10 55 10 47 9 24 75 43 24 38 77 77 60 22 14 44 14 87 47 70 66 split_gain=34.7066 14.9541 15.8202 13.942 12.0719 12.8012 9.76212 9.61169 7.78133 8.06403 7.6741 7.25723 7.3112 5.73973 5.67921 5.49164 6.06128 5.20911 4.86541 4.91274 4.78726 4.75795 4.65897 4.48331 4.3589 4.67526 4.25094 4.18461 4.09705 4.02014 threshold=0.5 2.5 0.5 0.5 7.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 1.5 1.5 8.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 2.5 2.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 8 5 7 28 27 9 13 11 22 -13 23 -7 -8 20 -15 19 -14 -17 24 -2 26 25 -12 -1 -4 -5 -27 right_child=10 -3 4 6 -6 14 15 -9 -10 -11 21 12 18 17 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_parent=26 22 1 27 28 4 14 15 7 8 9 25 12 19 17 14 20 16 17 18 19 20 21 22 23 24 29 26 27 28 29 leaf_value=-0.00663522 -0.0113807 -0.0346178 -0.00777122 -0.0323 -0.049715 0.0647049 -0.0169977 0.0640307 0.0622653 -0.0369956 0.0330854 0.0450255 -0.0128863 0.048745 -0.00328233 0.0570419 -0.0319269 -0.0286167 0.0419451 0.0254989 -0.0171158 -0.0308033 0.0162432 -0.0330374 0.0564856 -0.0319828 0.0191825 0.0352926 0.0153734 0.0271589 leaf_count=3166 2228 6741 2269 12120 254 434 1709 188 155 2880 523 535 646 346 123 355 238 135 103 295 149 145 371 832 150 130 1061 255 370 100 internal_value=0 -0.131876 -0.09365 -0.148098 0.0939075 0.152507 -0.239604 0.0394887 -0.0211941 -0.0452208 0.116533 0.0550855 0.180817 0.00598957 0.509703 -0.0294239 0.203393 0.319583 0.0749777 -0.00175421 0.386961 0.270166 -0.0443174 -0.0377079 0.305598 0.228768 0.00396105 -0.0269235 -0.306185 -0.0425313 internal_count=39006 33780 27039 23516 3523 3269 14941 2712 8575 8420 5226 4178 1579 5540 557 2451 742 481 1044 941 504 1048 2599 5059 903 753 4227 2524 12490 230 Tree=349 num_leaves=31 split_feature=57 13 14 37 87 42 74 47 70 57 18 71 59 24 82 83 36 34 77 70 10 12 79 82 10 77 88 57 36 16 split_gain=50.1361 43.4683 26.8944 16.3024 16.9704 15.4717 13.237 13.5754 13.1092 10.4484 10.4212 9.38179 8.72146 8.64896 7.78078 7.62778 7.68626 8.28782 7.66037 7.86944 7.63264 7.57076 7.23306 6.68488 6.66296 6.64473 7.77423 5.95712 5.67403 5.48161 threshold=0.5 2.5 0.5 1.5 1.5 0.5 9.5 2.5 3.5 2.5 1.5 1.5 0.5 3.5 4.5 0.5 1.5 3.5 0.5 0.5 0.5 8.5 1.5 0.5 6.5 0.5 1.5 6.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 9 7 8 10 28 12 25 13 15 27 16 17 18 19 -1 29 -5 -9 -3 -11 26 -4 -7 -2 -21 right_child=5 23 11 21 -6 14 -8 22 -10 24 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 28 23 26 21 4 27 6 22 8 24 10 11 12 13 14 15 16 17 18 29 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0115183 0.00875141 -0.0458669 -0.0258715 0.0204459 -0.0403161 -0.00183622 0.0359169 -0.0258418 0.044266 0.0488418 0.0479654 -0.0445581 -0.0166266 -0.0416415 -0.0393018 0.0495353 0.0423641 0.0727112 0.0200784 0.0316561 -0.0468363 0.0688187 0.0463356 0.00530506 -0.00698718 0.0135644 0.0240879 0.063432 0.0337836 -0.0139787 leaf_count=5281 1914 7586 4348 1505 1313 714 493 2443 270 1195 234 2829 3526 567 168 199 315 114 583 642 136 110 130 234 501 292 317 103 723 222 internal_value=0 -0.0496803 -0.00667683 0.0451893 0.00880109 0.23397 0.0327185 0.00780919 0.0484678 0.298137 0.0224299 -0.213758 0.00340568 0.0480948 -0.0669314 0.0685465 0.0480519 0.0234572 0.00837485 -0.043699 0.13926 0.268919 -0.212952 -0.410351 0.442729 -0.133068 -0.199533 0.102483 0.188727 0.213569 internal_count=39006 33688 25868 18082 16467 5318 15154 14661 12088 4333 11818 7786 11584 8058 985 7491 7292 6977 6863 6281 1000 1615 2573 7820 1696 4957 4665 817 2637 864 Tree=350 num_leaves=31 split_feature=35 91 13 42 63 22 0 90 76 13 43 63 14 77 66 40 66 59 46 71 78 46 28 9 75 90 24 9 74 40 split_gain=44.8888 29.3017 18.0656 17.671 16.3367 11.6507 11.5704 11.7587 10.5711 12.6491 9.31788 10.2461 8.19955 6.77229 6.94075 7.52807 6.08 6.10019 7.2773 6.44165 5.88259 8.31281 5.79889 5.76364 5.03181 6.22539 5.83651 5.41828 5.76283 4.84617 threshold=0.5 1.5 1.5 0.5 1.5 0.5 1.5 2.5 1.5 4.5 0.5 5.5 0.5 0.5 9.5 1.5 0.5 0.5 0.5 0.5 2.5 1.5 0.5 0.5 0.5 3.5 0.5 0.5 9.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 6 8 7 12 9 10 11 20 13 14 15 22 -3 18 -18 -19 21 24 -1 -24 27 26 -26 28 -2 -12 right_child=3 16 -4 -5 -6 -7 -8 -9 -10 -11 29 -13 -14 -15 -16 -17 17 19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_parent=22 28 16 2 3 4 5 6 7 8 9 29 11 12 13 14 15 18 19 18 19 20 21 23 23 26 25 26 27 28 29 leaf_value=-0.0164789 0.0353207 -0.0109762 -0.0405929 -0.0345211 -0.0448279 -0.0272637 0.0252541 0.0412538 0.0517668 -0.0401328 -0.0128673 -0.0412861 -0.0330214 -0.0416444 0.0467779 0.0285629 0.0445856 -0.0324592 -0.0375967 0.037548 -0.0158996 -0.0394967 0.0348393 -0.0286223 -0.0176078 0.0454404 0.0262894 -0.00755577 -0.0372059 0.0152803 leaf_count=8416 2687 929 7960 1482 3224 743 639 159 334 742 1400 312 4065 1124 171 267 672 364 103 169 150 168 622 201 565 118 306 189 146 579 internal_value=0 -0.139813 -0.19603 0.107836 -0.134354 0.137384 -0.0861041 -0.122651 0.160313 0.135107 0.156616 0.209264 -0.148689 -0.0925532 -0.0585323 -0.0822433 0.177477 0.263087 0.375067 -0.0229049 0.229788 0.249266 -0.120695 0.152245 0.266709 0.113876 0.00362982 0.31242 0.337609 -0.0112956 internal_count=39006 29085 26848 9921 18888 8439 15664 15025 7696 7362 6620 4641 14866 10801 9677 9506 2237 1308 775 533 4329 4179 9239 823 4011 989 871 3022 2833 1979 Tree=351 num_leaves=31 split_feature=13 42 8 66 52 39 23 80 73 78 24 91 46 9 59 7 29 35 40 78 7 67 23 36 46 6 7 65 12 58 split_gain=28.1574 21.7449 17.479 15.7213 10.6679 11.3284 8.70814 8.12735 7.79746 8.86487 7.14001 6.84533 6.56283 6.37785 9.42178 6.13393 5.96925 5.96209 5.90806 5.60176 6.89515 6.92429 6.80054 6.74134 5.41403 5.79193 4.92739 4.90192 4.7117 4.51047 threshold=2.5 0.5 4.5 2.5 1.5 0.5 11.5 1.5 0.5 1.5 1.5 1.5 3.5 0.5 2.5 2.5 0.5 3.5 1.5 0.5 5.5 1.5 0.5 0.5 0.5 1.5 1.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 10 9 15 12 -6 13 14 18 24 -3 -2 19 20 21 22 -5 -24 25 29 -7 -21 -26 -1 right_child=17 16 -4 7 11 26 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 27 -22 -23 23 -25 28 -27 -28 -29 -30 -31 leaf_parent=29 17 16 2 22 11 26 6 7 8 9 10 11 12 13 14 15 16 17 18 27 20 21 23 23 28 25 26 27 28 29 leaf_value=-0.0182407 -0.043747 -0.0419464 -0.0481193 0.0417718 0.0446605 -0.0394444 0.0711744 0.057265 -0.0414489 0.0571522 -0.0115727 -0.0218556 -0.0351322 0.0376681 -0.0379557 0.0555774 0.0316384 0.0173064 -0.0246488 0.026556 -0.0345953 0.0578429 -0.00375729 0.0303072 0.032584 0.047457 0.0105318 0.0826616 -0.0345521 0.0474664 leaf_count=6355 8019 4214 2022 431 498 4956 148 219 1753 239 1933 245 234 761 958 132 213 164 447 514 317 307 2012 567 509 125 346 113 146 110 internal_value=0 -0.0436155 -0.0104693 0.0099996 -0.0928605 -0.130474 -0.0547672 0.0979158 -0.0762022 -0.0314965 0.0796515 0.261153 0.120139 0.138757 0.101488 -0.0637772 -0.3721 -0.396431 0.132984 0.15966 0.10905 0.143769 0.104487 0.0461119 -0.0866811 -0.134654 -0.337092 0.362637 0.184048 -0.161502 internal_count=39006 30823 26396 24374 15561 14818 9516 8813 9368 7616 8594 743 6661 6427 5666 7377 4427 8183 4708 4261 3634 3317 3010 2579 7245 6590 5302 627 655 6465 Tree=352 num_leaves=31 split_feature=16 25 75 78 13 8 14 42 24 47 15 20 63 71 0 66 20 29 21 13 8 87 31 65 39 42 31 65 74 52 split_gain=22.067 21.6251 16.2211 14.5162 13.733 14.8099 18.5752 20.0578 10.8825 9.71087 11.3656 13.6035 9.00044 8.95099 8.65131 10.6411 8.37949 8.75234 7.76259 10.4129 7.29951 7.24071 7.22415 7.21707 7.59306 7.04001 6.98885 7.10636 7.16494 6.63344 threshold=1.5 1.5 3.5 1.5 0.5 2.5 0.5 0.5 3.5 8.5 0.5 0.5 7.5 1.5 0.5 4.5 0.5 0.5 0.5 4.5 2.5 1.5 1.5 0.5 7.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 26 10 11 13 16 14 -6 -16 17 23 19 -18 -2 -7 -8 24 -12 -5 27 28 29 -1 right_child=20 -3 -4 25 9 21 22 -9 -10 -11 12 -13 -14 -15 15 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 20 1 2 25 14 21 22 7 8 9 24 11 12 13 15 15 19 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00488434 -0.0431077 -0.0282197 -0.0454515 -0.0315819 0.00152306 0.00857419 0.00774709 0.013744 0.0117671 0.0345614 0.0105637 -0.024236 0.0436755 0.0283077 0.0233747 -0.0442813 0.0177909 -0.0274417 0.01281 0.0669754 0.021338 0.036436 -0.0315231 0.000780291 0.0290591 0.0179538 -0.0428526 -0.0430689 -0.049244 -0.0440221 leaf_count=3135 2439 4119 1479 1272 4882 1776 3211 1098 295 489 2562 449 237 465 983 110 282 243 701 202 124 249 275 1629 736 158 2822 1456 818 310 internal_value=0 0.0444133 0.0525624 0.0565978 0.063259 0.0091385 -0.0362376 -0.130582 -0.202552 0.0962997 0.0881317 0.0417145 0.141161 0.0611635 0.04366 0.18613 0.127033 0.097145 0.263338 0.418511 -0.343352 0.121249 0.058765 0.111108 0.154077 -0.220496 -0.24401 -0.191821 -0.139234 -0.0954839 internal_count=39006 36443 32324 30845 29415 15445 13420 9934 8836 13970 13481 6889 6592 6440 5975 1093 6355 5170 1185 484 2563 2025 3486 4927 3298 1430 8541 5719 4263 3445 Tree=353 num_leaves=31 split_feature=25 90 86 47 14 66 85 14 42 24 67 0 54 42 63 61 39 13 35 15 15 20 20 41 85 63 42 8 8 87 split_gain=24.3894 16.0984 12.3992 12.8015 12.7894 17.523 17.3847 12.394 10.4251 10.1603 8.12946 8.01223 9.67902 7.3074 7.11962 6.91442 6.55301 9.94077 6.92573 8.5709 8.26939 6.79668 6.69835 7.32695 6.02605 6.01811 5.82277 5.82219 5.48002 6.45837 threshold=0.5 0.5 1.5 4.5 1.5 0.5 0.5 10.5 0.5 2.5 1.5 1.5 0.5 10.5 6.5 1.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 4.5 0.5 2.5 18.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 10 9 11 27 14 13 -5 -13 16 -7 -10 17 26 19 22 21 -21 23 -18 -22 -4 -1 -2 29 -8 right_child=8 -3 25 7 -6 6 28 -9 15 -11 -12 12 -14 -15 -16 -17 18 -19 -20 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 27 1 25 11 4 14 29 7 15 9 10 12 12 13 14 15 23 17 18 21 24 21 22 23 24 25 26 27 28 29 leaf_value=-0.0287269 -0.033105 -0.0244829 -0.0280399 0.0186474 0.0133923 -0.0394014 -0.00691731 -0.0569337 -0.0137073 0.00588724 -0.0451978 0.0153565 0.0818787 0.0409774 0.00219612 0.0287676 0.0172573 0.0119668 0.0439251 -0.00532665 -0.00708619 -0.0475783 0.0472867 -0.0154089 0.0203425 0.0139141 0.00761842 0.0132479 0.028331 0.0104473 leaf_count=2621 6501 2439 1349 2474 4658 5037 3547 119 1028 568 321 216 162 150 173 405 1895 957 188 573 611 146 179 244 565 209 264 206 142 1059 internal_value=0 0.0563377 0.0654184 0.0741254 0.0568314 0.0229086 -0.0611206 0.208193 -0.179538 -0.240509 0.0843132 0.233461 0.512548 0.0920385 -0.326998 0.0263096 0.080149 -0.0266564 0.113055 0.0981594 0.00490145 -0.143091 0.16558 0.138028 0.102592 -0.183793 -0.181355 -0.286466 0.00646587 -0.0125402 internal_count=39006 30866 28427 26869 23898 19240 10526 2971 8140 5778 8714 2852 378 8393 5210 1433 8243 3842 4401 4213 1895 719 2318 2139 1176 1558 2885 6707 4748 4606 Tree=354 num_leaves=31 split_feature=8 24 66 14 39 87 0 0 61 55 41 15 13 84 86 85 42 33 78 13 59 13 42 47 47 52 34 42 25 39 split_gain=32.8446 22.5179 26.164 14.4465 12.9692 11.6603 10.8775 12.4199 9.51254 9.85583 9.28334 9.27881 11.4957 7.46286 7.44176 7.20298 7.09748 6.7352 6.50274 6.53792 6.30028 5.94471 7.62336 10.2196 7.1119 6.96269 5.94224 5.86453 5.78321 5.69493 threshold=0.5 2.5 2.5 1.5 0.5 3.5 5.5 0.5 2.5 0.5 1.5 0.5 5.5 3.5 0.5 7.5 4.5 5.5 0.5 2.5 0.5 5.5 0.5 5.5 0.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 13 7 11 9 -6 20 21 14 17 -13 18 -2 27 28 -20 29 -3 23 24 -23 -26 -11 -1 -9 -5 right_child=16 6 -4 10 8 -7 -8 15 -10 26 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=27 16 21 2 29 9 5 6 28 8 26 10 14 12 13 14 15 16 17 19 19 20 24 22 23 25 25 26 27 28 29 leaf_value=-0.0388595 -0.0358901 0.0159532 -0.0375644 0.0171222 0.000292374 0.0223757 0.0600065 -0.0373388 -0.0466907 0.062452 0.0578681 0.00759281 -0.0225102 0.0253999 0.0542206 0.0562533 0.0269841 0.0360064 -0.0279008 0.0612634 0.0383909 0.0361361 -0.00067219 -0.022591 0.0596722 0.131207 -0.01578 0.0141277 0.0140035 -0.0107066 leaf_count=7135 7501 1479 7340 967 4369 272 265 1230 615 328 174 1261 928 149 350 104 146 915 271 111 281 181 182 201 218 116 229 272 151 1265 internal_value=0 -0.00238435 -0.0758324 -0.0203462 -0.0884735 -0.220638 0.119096 0.0953132 0.0169916 0.054979 0.13943 0.155879 0.0326214 -0.284178 0.168054 -0.130999 -0.325694 -0.32256 -0.185291 0.213311 0.0861589 0.261193 0.412894 0.530356 0.642183 0.882749 0.44957 -0.351817 -0.277246 0.0263555 internal_count=39006 31359 24311 16971 14284 8743 7048 6783 5541 4926 2687 4916 2539 8471 1611 1867 7647 8322 1763 382 2513 2377 898 716 515 334 557 7407 1381 2232 Tree=355 num_leaves=31 split_feature=33 33 74 82 38 37 33 53 36 33 25 7 85 90 47 24 23 8 63 53 47 39 7 24 23 86 15 47 61 35 split_gain=129.49 15.7207 7.64356 7.029 5.86469 5.00181 4.56936 2.69869 2.49779 2.50034 2.48982 2.13225 1.6166 1.16389 1.09713 1.04417 0.594273 0.561515 1.40898 0.432043 0.41933 0.375882 0.37296 0.22942 0.31277 0.571702 0.979776 0.218593 0.168814 0.149188 threshold=2.5 6.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 8.5 4.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=6 2 3 5 13 10 17 8 9 15 12 -11 28 19 -15 16 -8 23 -19 -3 -17 -22 29 24 25 27 -27 -1 -2 -9 right_child=1 4 -4 -5 -6 -7 7 22 -10 11 -12 -13 -14 14 -16 20 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=27 28 19 2 3 4 5 16 29 8 11 10 11 12 14 14 20 16 18 18 19 21 21 22 23 24 26 26 27 28 29 leaf_value=-0.0479065 0.0452482 0.0549104 -0.0545391 -0.0520862 -0.00688697 -0.0351492 2.63011e-05 -0.0509307 -0.0520492 -0.0123015 -0.0123485 0.0425881 0.00789663 0.0524455 0.0200435 -0.0510387 -0.0249712 -0.00602711 -0.0475341 0.0429673 -0.0161571 -0.0419376 -0.0305167 -0.0504787 -0.0508572 -0.00880729 -0.0509459 -0.0367367 0.0350691 -0.0406758 leaf_count=4678 166 958 253 219 159 138 155 2575 657 234 101 120 105 130 125 447 469 196 1403 206 405 434 722 15313 5745 321 555 843 125 1049 internal_value=0 0.262129 0.012365 0.103003 0.428658 0.18963 -0.439157 -0.311472 -0.219407 -0.154192 0.270568 0.0910293 0.33417 0.480639 0.334527 -0.251706 -0.136631 -0.480391 -0.370283 0.519436 -0.372995 -0.289199 -0.449835 -0.488165 -0.46564 -0.43764 -0.288603 -0.461999 0.408226 -0.480292 internal_count=39006 2685 1107 854 1578 635 36321 7267 2921 2264 497 354 396 1419 255 1910 624 29054 1599 1164 1286 839 4346 27455 12142 6397 876 5521 291 3624 Tree=356 num_leaves=31 split_feature=10 59 13 56 14 33 41 41 2 38 21 37 66 82 85 71 61 7 58 10 8 24 34 74 58 73 23 71 25 89 split_gain=73.5795 64.5589 24.3727 20.1257 19.1506 15.9788 13.6926 13.5412 9.62207 8.50103 8.372 7.25526 7.11719 6.99723 6.5975 6.08073 5.75427 5.71969 6.3301 5.68969 5.46148 5.42044 5.27118 5.24959 5.27253 5.22435 4.94723 4.6356 4.63464 4.4684 threshold=5.5 0.5 2.5 1.5 2.5 1.5 0.5 0.5 2.5 5.5 0.5 2.5 5.5 1.5 0.5 3.5 2.5 0.5 0.5 0.5 3.5 3.5 1.5 11.5 2.5 1.5 3.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 6 5 7 13 8 9 16 14 -2 -4 21 27 -12 19 18 20 22 25 29 23 24 28 -9 -21 -8 -1 -3 right_child=11 3 12 -5 -6 -7 10 17 -10 -11 15 -13 -14 -15 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 11 29 12 3 4 5 27 25 8 9 15 11 12 13 14 15 16 17 18 26 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0241325 0.0483937 0.00507121 -0.0472938 0.0378402 -0.0461778 -0.0373902 0.0263193 0.0170438 0.0377485 0.0748574 0.0301813 0.00301597 0.00991915 -0.0471863 -0.0160413 -0.0427876 -0.0429721 -0.00591043 0.0408854 0.021312 -0.0447984 -0.0467236 0.0384725 0.0485207 0.0429937 -0.0284725 -0.0216142 -0.0188177 0.00447258 -0.0582232 leaf_count=7112 3753 2268 6619 1768 3156 2661 612 1273 232 132 1651 227 347 455 565 107 1268 963 319 777 180 458 161 304 177 140 627 175 339 180 internal_value=0 -0.00537199 -0.123503 0.168137 -0.079169 -0.0484219 0.0931135 -0.0158409 -0.100851 -0.126272 0.182326 0.44165 -0.416877 -0.0701137 0.0386937 0.278194 -0.139205 0.100455 0.16243 -0.112454 0.100769 -0.017701 -0.156096 -0.173735 -0.188623 0.130637 0.0798398 0.174846 -0.204912 0.0233186 internal_count=39006 35026 26787 8239 19821 16665 6471 14004 11129 10897 3110 3980 6966 3361 1352 1758 10765 2875 1912 9497 1593 2906 8093 7932 7628 1413 1404 787 7451 2448 Tree=357 num_leaves=31 split_feature=38 91 14 84 84 39 66 42 10 82 68 74 9 35 63 8 7 57 39 8 13 71 85 55 25 89 55 52 84 19 split_gain=35.1714 15.1859 12.6705 18.2733 11.5 9.49747 9.52912 11.0154 8.02977 7.6691 8.56117 7.41924 7.32286 7.30556 7.04979 6.2283 6.88471 7.67187 6.84233 5.66581 5.83963 7.88211 6.05947 5.53087 5.39775 5.23522 5.09314 5.07416 4.92549 4.73024 threshold=0.5 0.5 3.5 0.5 7.5 0.5 2.5 0.5 1.5 5.5 3.5 1.5 0.5 1.5 2.5 4.5 0.5 1.5 2.5 9.5 2.5 1.5 0.5 1.5 2.5 0.5 2.5 1.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 13 6 8 -8 11 10 15 12 14 19 -1 16 17 18 24 20 21 27 -23 -7 28 -11 -3 -5 -2 -14 right_child=9 26 -4 4 -6 23 7 -9 -10 25 -12 -13 29 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=14 28 26 2 27 4 23 7 7 8 25 10 11 29 13 14 15 16 17 18 19 20 22 22 23 24 25 26 27 28 29 leaf_value=0.00229021 0.0353684 -0.0401624 -0.0454713 0.0446272 -0.046976 -0.0288385 -0.0323871 0.0373447 -0.0363382 0.00778264 -0.0445721 -0.0404889 0.0743393 -0.0227487 0.0686442 -0.0327375 -0.000319445 -0.0333182 -0.00827542 -0.038981 -0.00379017 -0.0448289 0.0295478 0.0150651 -0.0421411 0.0695812 0.00749651 -0.0269421 -0.00163846 0.00346103 leaf_count=3386 1620 7448 2153 1511 220 8783 4102 181 2328 123 435 612 193 495 124 277 1565 215 445 231 819 359 214 261 186 229 122 107 131 131 internal_value=0 -0.131692 -0.0937536 -0.0707667 0.117456 -0.138391 -0.0617755 -0.237323 0.0231692 0.120618 0.0930192 0.0714056 0.11209 0.169066 0.0590721 0.11446 0.134237 0.207664 0.239564 0.221882 0.251974 0.320641 -0.0619738 -0.255761 0.290119 0.467946 -0.355879 0.407495 0.311019 0.503652 internal_count=39006 33780 26210 24057 3956 20101 11057 4283 6774 5226 4874 4446 3834 3736 3510 4439 4162 2597 2382 3241 3010 2191 573 9044 1937 352 7570 1618 1751 324 Tree=358 num_leaves=31 split_feature=24 37 14 85 74 42 12 42 67 57 46 47 82 18 10 76 13 59 90 83 3 1 10 33 10 67 40 48 73 82 split_gain=47.0438 41.7775 24.4441 20.4715 16.5815 15.1285 14.0869 14.2801 13.9042 13.1765 13.6048 13.7936 12.6362 10.7662 8.93673 9.28751 8.41709 8.76494 9.32273 8.01646 7.62719 7.47462 7.36041 7.06797 6.79929 6.72172 6.07304 6.51187 5.87549 5.78406 threshold=2.5 1.5 2.5 2.5 5.5 0.5 8.5 0.5 8.5 2.5 2.5 2.5 0.5 1.5 2.5 0.5 2.5 2.5 2.5 0.5 2.5 1.5 1.5 3.5 6.5 1.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 8 7 21 9 10 11 13 25 14 15 16 17 18 19 23 -9 26 -12 29 -11 -2 27 -3 -13 -1 right_child=12 6 -4 -5 -6 -7 -8 20 -10 24 22 28 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 25 27 2 3 4 5 6 20 8 24 22 28 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00482474 -0.0419761 0.0235828 -0.0423289 -0.0353426 0.0299118 -0.0268731 0.0624183 -0.0219008 0.0474019 0.0445794 0.0362016 -0.0301581 0.0128121 0.0447599 -0.037545 -0.0451696 -0.0372941 -0.0321322 -0.0503998 0.0612674 0.0399621 0.0507842 -0.0271697 -0.0411632 -0.0404747 0.00255275 0.0402943 -0.0147828 0.0290383 0.0248595 leaf_count=4998 7398 920 3045 2099 1002 2494 358 702 270 420 433 2809 431 270 2649 418 1256 1811 191 108 135 622 105 1359 428 215 644 507 139 770 internal_value=0 0.0558651 -0.0042848 0.0194365 0.043025 0.0134473 0.278132 0.216968 0.0407673 0.0228305 0.000278134 -0.0301419 -0.301979 0.0121521 -0.00808106 0.0127513 0.0308472 0.0504459 0.0736881 0.090592 -0.0890546 0.299473 0.277853 0.0740379 0.3629 -0.372548 0.218948 0.116222 -0.254741 0.0902251 internal_count=39006 30962 27074 24029 21930 20928 3888 3530 18434 18164 17316 16778 8044 13830 13560 10911 10493 9237 7426 7235 837 2693 538 7127 848 7613 2071 1427 2948 5768 Tree=359 num_leaves=31 split_feature=40 35 67 58 72 76 35 58 63 87 52 39 91 23 37 9 61 7 52 61 87 56 61 10 85 61 39 6 90 8 split_gain=42.2046 31.0786 19.1229 14.9454 13.0741 12.077 10.9951 10.6091 10.1623 9.75459 9.69065 9.30385 6.91502 8.23868 6.51583 6.3989 5.81922 5.72883 6.204 5.70206 5.69196 5.40426 6.34088 6.20742 5.38875 5.29693 5.82856 5.56668 5.24398 4.93991 threshold=0.5 0.5 0.5 0.5 0.5 1.5 8.5 9.5 0.5 0.5 2.5 2.5 0.5 1.5 0.5 1.5 5.5 6.5 1.5 0.5 1.5 1.5 0.5 0.5 0.5 6.5 3.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 10 6 8 7 9 11 25 28 15 14 19 -4 21 -13 18 24 -14 -5 22 23 -2 -10 26 27 29 -1 -3 right_child=5 4 12 20 -6 -7 -8 -9 17 -11 -12 16 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 23 29 14 20 4 5 6 7 24 9 10 16 19 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0375463 0.0178218 0.0136594 0.00592857 0.0105133 -0.0286958 0.0482494 0.0402799 0.0595093 -0.00569549 -0.0255747 0.0131741 -0.040687 0.122627 -0.00792889 -0.0453 -0.018284 0.0186 0.0295224 0.0172355 0.0379888 -0.0480831 -0.0250344 0.0361312 -0.0505062 -0.0403025 0.0404251 -0.0510763 -0.0357959 0.0101557 -0.0184498 leaf_count=19992 863 2538 1344 1315 1312 380 306 123 1229 1726 167 652 145 425 578 239 107 159 301 221 333 235 1577 322 992 119 405 333 120 448 internal_value=0 -0.112048 -0.220607 -0.280814 0.0340547 0.144251 0.0828131 0.0354284 0.1069 0.00541641 -0.333875 0.185257 0.0619306 0.309949 -0.079259 0.23269 -0.161097 -0.0437526 -0.101129 0.60542 0.0231307 0.263607 0.286288 0.0959368 -0.191181 0.0677221 0.0352019 0.0593905 -0.360255 0.0909505 internal_count=39006 31950 24640 21927 7310 7056 5998 5692 6676 5569 20279 3995 2713 791 1922 3236 759 2681 2522 366 1648 2997 2762 1185 2221 3843 3724 3319 20112 2986 Tree=360 num_leaves=31 split_feature=24 7 52 66 66 77 57 80 6 33 63 54 47 85 7 73 65 63 52 53 41 14 74 59 14 66 0 53 65 23 split_gain=26.9874 17.9333 17.8685 17.1247 12.3614 11.7044 10.5525 10.6912 9.73394 8.85608 8.2856 6.96915 6.552 6.30178 6.03543 5.94221 5.468 5.34975 5.35209 5.32671 5.21007 4.95224 4.48348 4.17463 4.05434 3.90426 3.79026 3.77502 4.47086 4.50846 threshold=0.5 1.5 12.5 1.5 6.5 0.5 0.5 0.5 1.5 4.5 2.5 1.5 7.5 0.5 2.5 0.5 2.5 3.5 0.5 1.5 0.5 2.5 9.5 6.5 0.5 5.5 3.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 4 5 8 11 7 9 24 12 26 14 17 -3 27 -7 20 18 21 25 -15 22 23 -5 -2 -20 -6 28 -1 -30 right_child=1 13 -4 6 10 15 -8 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=28 24 13 2 23 26 15 6 7 8 9 10 11 12 20 14 15 16 17 25 19 20 21 22 23 24 25 26 27 29 29 leaf_value=-0.0249279 -0.0305534 -0.0085068 0.0502967 0.0175217 0.0166881 0.0406792 -0.0193535 0.059309 0.0294793 -0.0530173 -0.0386037 0.0359509 0.071627 0.0336923 0.0438852 -0.0411103 0.0743951 -0.0345404 0.0885543 -0.00338446 -0.0225079 -0.0526714 -0.0485964 -0.0371521 -0.0477991 0.0294986 -0.0447581 -0.0459509 -0.0258664 0.0338656 leaf_count=5049 10723 1233 163 2417 1047 482 1620 304 253 582 977 387 115 543 163 219 167 236 164 193 429 283 173 583 6096 109 150 3291 362 493 internal_value=0 -0.185374 -0.246536 0.0352202 -0.27382 -0.115917 0.133492 0.179676 -0.33387 0.137436 -0.0296659 -0.181865 0.161317 0.0890163 -0.214984 0.274748 0.274871 0.139302 0.160699 0.433821 0.151128 0.121032 0.138756 0.155848 -0.356752 0.615627 0.11003 -0.240186 -0.191383 0.0762927 internal_count=39006 21781 19409 17225 19246 10446 6779 5159 17072 4855 2174 9745 4273 2372 9358 701 1139 4158 3922 466 972 3456 3173 3000 16819 273 1197 9195 5904 855 Tree=361 num_leaves=31 split_feature=56 75 41 67 32 16 26 24 14 85 55 52 10 12 62 47 0 39 70 8 28 85 63 23 85 66 33 53 59 24 split_gain=21.8244 20.2764 18.279 16.6079 15.4638 15.8806 13.0233 11.4356 19.2424 15.3921 10.166 9.17224 8.976 8.50207 7.89245 7.16927 10.9084 9.09374 6.62302 11.4692 7.21339 17.2491 7.35904 7.9841 10.6887 7.56082 6.59467 6.41023 6.61742 6.36638 threshold=1.5 3.5 2.5 1.5 2.5 1.5 0.5 0.5 0.5 0.5 7.5 5.5 1.5 2.5 2.5 1.5 1.5 16.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 4.5 0.5 5.5 0.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 -1 11 14 -8 26 15 16 17 27 20 -20 22 -22 23 24 -17 -25 -6 28 -9 -26 right_child=-2 -3 -4 -5 13 -7 12 10 -10 -11 -12 -13 -14 -15 -16 18 -18 -19 19 -21 21 -23 -24 25 29 -27 -28 -29 -30 -31 leaf_parent=9 0 1 2 3 26 5 12 28 8 9 10 11 12 13 14 24 16 17 19 19 21 21 22 25 29 25 26 27 28 29 leaf_value=-0.0289518 -0.0432932 -0.0486805 -0.0296214 -0.0253065 0.0147941 -0.0372642 -0.00655367 0.00685408 0.00993883 0.000837509 -0.0403039 -0.0543558 -0.0514766 -0.0419904 0.0484209 -0.0185123 -0.0262506 0.0475724 -0.0249078 0.0181463 -0.0444333 0.0344487 0.00899373 0.0373085 0.0310287 -0.00687847 0.0339643 0.0347559 -0.0137153 0.000245807 leaf_count=4744 2545 1753 2112 1759 1710 1334 1122 6765 2289 1332 234 271 3234 148 162 248 347 128 507 352 226 165 1288 1303 702 205 774 242 739 266 internal_value=0 0.0459811 0.0506784 0.0572396 0.0640298 0.0476299 0.053186 0.0640432 -0.0151462 -0.133826 0.0868648 0.0910892 -0.12552 0.186277 0.0940568 0.0898837 0.0608407 0.0718438 0.141352 -0.00889384 0.166831 -0.0778147 0.186763 0.242328 0.140205 0.332286 0.20165 0.0642503 0.056476 0.220926 internal_count=39006 36461 34708 32596 30837 28205 26871 22515 8365 6076 14150 13916 4356 2632 13645 13483 8221 7874 5262 859 4403 391 4012 2724 1216 1508 2484 7746 7504 968 Tree=362 num_leaves=31 split_feature=59 25 39 14 87 63 39 73 79 29 85 33 38 35 26 91 14 31 45 53 41 89 41 47 23 53 39 20 66 47 split_gain=23.2918 14.8427 14.6116 15.41 15.6977 22.3417 15.1071 8.87448 7.72985 8.77272 7.59326 8.34192 8.33145 6.33753 6.08715 8.04003 5.42376 7.10163 5.2894 5.24155 5.04378 5.03298 4.95093 4.83321 7.68854 7.95211 9.72708 6.68121 6.32773 6.08738 threshold=1.5 1.5 2.5 0.5 1.5 7.5 0.5 1.5 2.5 0.5 2.5 2.5 0.5 1.5 0.5 0.5 15.5 0.5 1.5 1.5 0.5 0.5 0.5 4.5 0.5 1.5 6.5 1.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 10 8 9 14 11 -1 -13 20 15 23 18 22 -5 -16 21 -8 -18 27 28 26 -26 29 -25 -4 right_child=-2 -3 7 16 -6 -7 13 -9 -10 -11 -12 12 -14 -15 19 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_parent=11 0 1 29 18 4 5 21 7 8 9 10 12 12 13 19 15 22 17 18 19 20 21 22 28 26 25 26 27 28 29 leaf_value=-0.033892 -0.0372142 -0.0294321 0.0127239 0.00780658 0.00924042 0.0169594 0.00469568 -0.0128431 0.0587514 0.0497004 0.00260098 -0.047646 0.0354095 -0.0432468 0.0163364 -0.00577109 0.0283163 0.0718787 -0.0494618 0.0614905 -0.0231143 -0.0402886 -0.020511 0.0676647 0.000354414 -0.0432604 0.0684802 0.0436122 0.0214538 -0.00558083 leaf_count=8489 4750 2470 2445 6307 2231 651 2779 526 128 188 562 971 119 729 185 1234 316 113 270 136 796 391 120 166 330 109 103 170 225 997 internal_value=0 0.0481604 0.0551192 0.0203681 -0.0356026 -0.090759 -0.145986 0.124004 0.141181 0.132143 -0.255773 -0.298295 0.0746122 -0.0386431 0.119343 0.104942 0.0882299 0.276955 0.0725578 0.35229 -0.0138159 0.024247 0.16264 0.133866 0.263241 0.0873422 0.212395 0.108119 0.444738 0.0912872 internal_count=39006 34256 31786 24844 17718 15487 14836 6942 6416 6288 10141 9579 1090 4695 6100 5779 7126 549 6577 321 3966 3170 436 4545 933 542 433 3612 391 3442 Tree=363 num_leaves=31 split_feature=23 8 48 0 25 7 78 0 23 55 24 23 24 31 59 27 47 15 14 54 59 85 85 12 66 66 39 47 91 14 split_gain=27.3857 18.2491 14.4356 17.5857 12.9168 13.6179 14.3331 11.1489 9.21524 9.03896 8.65622 8.62173 7.73037 8.21404 7.58303 7.43556 7.39547 7.06153 7.03003 6.6271 6.51489 6.27843 5.79585 5.51583 5.24275 5.10802 5.45054 5.10124 5.08858 5.78626 threshold=3.5 0.5 0.5 5.5 0.5 0.5 1.5 0.5 0.5 0.5 5.5 1.5 1.5 0.5 0.5 0.5 1.5 0.5 2.5 0.5 0.5 6.5 4.5 0.5 0.5 2.5 2.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 12 10 24 -12 14 25 -1 22 -15 -13 -4 -8 -3 -2 23 -6 -10 27 -27 28 -14 -30 right_child=21 20 18 -5 15 -7 19 -9 9 -11 11 17 13 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_parent=14 21 20 18 3 23 5 19 7 24 9 11 17 28 16 14 15 16 17 18 19 20 21 22 23 24 26 26 27 29 29 leaf_value=-0.00434273 -0.0392781 -0.033358 -0.0370707 0.0665308 0.0245497 -0.0206486 0.0698844 -0.0227207 -0.00651749 0.0348526 -0.0221591 0.0806548 0.0102317 0.0274199 0.0424992 -0.0221538 0.125723 -0.00975946 0.0124775 -0.0198847 0.00512109 0.00768173 0.060531 -0.0174252 -0.031051 0.0900328 0.00530966 -0.0261574 0.0189907 0.0794439 leaf_count=3094 8712 3867 3458 224 1899 4131 333 1951 1801 417 177 134 1412 101 293 872 108 116 247 102 1016 335 126 433 2678 155 113 366 228 107 internal_value=0 -0.00611534 0.0225503 0.0446133 0.0313702 -0.00583731 0.0338372 0.0137922 0.0474793 -0.0619722 -0.108873 0.224005 0.117359 0.214406 0.00903592 0.197101 0.707784 0.517608 -0.261215 0.534484 -0.253553 -0.337829 0.243348 0.197049 -0.170589 0.171483 0.556123 0.134265 0.173876 0.414318 internal_count=39006 29959 25076 21371 21147 17817 13686 13251 11300 5323 4906 427 5977 2590 3387 3330 209 250 3705 435 4883 9047 2458 2332 4479 2381 268 2113 1747 335 Tree=364 num_leaves=31 split_feature=33 38 25 33 74 33 85 24 53 36 33 47 24 31 47 56 24 15 8 63 23 32 70 47 24 23 86 47 35 66 split_gain=123.82 13.5282 9.93184 6.8591 7.29908 4.46195 4.12587 2.76486 2.49149 2.4371 2.43595 1.69867 1.15298 0.948195 1.51907 0.934703 0.900512 0.712542 0.585932 1.42145 0.541537 0.513914 0.283467 0.538127 0.244209 0.325308 0.591032 0.236235 0.132033 0.192772 threshold=2.5 0.5 1.5 6.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 8.5 4.5 0.5 2.5 0.5 1.5 0.5 1.5 0.5 1.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=5 2 3 4 7 18 -3 11 9 10 13 17 -12 14 20 22 -16 -2 24 -20 -7 28 23 -5 25 26 27 -1 -10 -30 right_child=1 6 -4 15 -6 8 -8 -9 21 -11 12 -13 -14 -15 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=27 17 6 2 23 4 20 6 7 28 9 12 11 12 13 16 15 16 17 19 19 20 21 22 23 24 25 26 27 29 29 leaf_value=-0.0477101 0.0534735 0.0105449 -0.0398049 0.0531816 -0.0534243 -0.0233332 -0.0515978 -0.0132921 -0.0509329 -0.0520689 0.0254245 0.0154603 -0.0143955 -0.0456154 0.0158269 0.028505 -0.0207388 0.0294579 -0.00500797 -0.0473261 -0.051724 -0.0252548 0.0604208 0.0374944 -0.0504254 -0.050815 -0.0279291 -0.0357376 -0.0317014 -0.0506119 leaf_count=4748 157 135 165 932 129 256 340 105 2566 658 130 133 219 659 199 118 460 101 195 1396 322 515 185 161 15353 5736 876 824 593 640 internal_value=0 0.265883 0.337957 0.380566 0.183781 -0.436463 -0.254708 0.275128 -0.307884 -0.219116 -0.153834 0.343762 0.0864605 -0.253453 -0.188427 0.496996 -0.0197359 0.450023 -0.478465 -0.363344 -0.353761 -0.445853 0.520443 0.500461 -0.486637 -0.462797 -0.433768 -0.459163 -0.479234 -0.414637 internal_count=39006 2661 2186 2021 625 36345 475 496 7217 2903 2245 391 349 1896 1237 1396 659 258 29128 1591 578 4314 1278 1093 27537 12184 6448 5572 3799 1233 Tree=365 num_leaves=31 split_feature=10 59 56 92 25 39 41 14 78 85 71 33 86 37 34 56 29 10 23 38 32 74 57 45 54 41 59 37 39 69 split_gain=68.6402 57.9654 19.7765 19.5947 17.5416 13.3873 11.0352 10.6924 9.67208 8.02449 7.9362 8.04299 7.62935 7.60791 7.53893 7.53566 7.29366 6.85986 7.55066 6.68184 6.46999 6.44672 6.29189 5.64493 5.22124 5.00727 4.99808 6.0592 4.89375 4.86133 threshold=5.5 0.5 1.5 2.5 0.5 2.5 0.5 1.5 3.5 0.5 1.5 2.5 3.5 2.5 7.5 1.5 0.5 1.5 2.5 0.5 1.5 13.5 1.5 2.5 0.5 5.5 6.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 6 4 5 7 20 8 15 29 11 14 19 -2 16 17 23 21 -19 25 22 24 -3 -6 -1 28 27 -4 -11 -8 right_child=13 2 26 -5 10 -7 9 -9 -10 12 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 13 22 27 3 23 5 29 7 8 28 10 11 12 13 14 15 16 18 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0232912 0.0475171 0.00248213 0.0326891 0.0720979 0.0141395 -0.0447371 0.0325202 -0.0421481 0.0430437 0.00997406 -0.0407327 -0.0520234 0.0410874 -0.000144487 -0.051014 0.0150355 -0.0352727 0.0312894 -0.034545 -0.0491028 -0.0455219 0.0568065 -0.0553219 0.0620513 -0.00187508 0.0382769 0.0481193 -0.0199521 -0.0287995 0.00564864 leaf_count=11530 3786 2498 477 126 1514 5791 1408 3449 252 328 443 164 129 214 111 448 149 390 340 181 531 291 310 124 1699 118 1149 145 462 449 internal_value=0 -0.0113249 0.155969 -0.123513 -0.136064 -0.19235 0.0806263 -0.154052 -0.120502 0.162064 0.0350184 0.0748033 0.0186837 0.430752 0.107473 -0.137081 0.138595 -0.162586 0.113056 -0.0641196 -0.0675677 -0.188944 -0.0160987 0.178352 -0.198826 0.0165684 0.367695 0.232355 -0.067245 0.256907 internal_count=39006 35006 8185 26821 26695 24190 6414 18399 14950 3075 2505 2062 1218 4000 1898 14698 1787 14250 730 1089 3339 13520 2808 1638 13229 908 1771 622 790 1857 Tree=366 num_leaves=31 split_feature=38 39 85 14 44 3 24 23 44 9 22 55 7 8 57 39 67 86 70 54 85 61 8 24 36 72 71 35 14 29 split_gain=29.3721 15.3982 11.5484 7.8213 7.14982 6.77999 7.14604 7.87585 9.1365 7.53559 6.92165 6.66555 6.65333 6.33917 6.64144 6.26567 5.73539 5.42407 5.38726 6.8346 5.38079 5.32704 5.04976 5.36575 4.88597 4.60338 4.59171 5.33184 4.19443 3.77939 threshold=0.5 2.5 1.5 0.5 2.5 1.5 2.5 0.5 0.5 0.5 0.5 1.5 0.5 4.5 2.5 2.5 0.5 0.5 0.5 0.5 1.5 0.5 9.5 6.5 1.5 0.5 3.5 1.5 5.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 12 6 7 9 10 11 -9 16 13 14 15 26 18 -10 19 -1 -14 -11 23 24 28 -12 27 29 -4 -2 right_child=4 -3 22 -5 -6 -7 -8 8 17 21 25 -13 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 29 1 28 3 4 5 6 10 17 21 25 11 20 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0105844 0.0326139 -0.0352296 0.00555844 -0.0318426 0.0338866 -0.04339 -0.0375398 -0.023387 -0.00449265 0.0804949 0.0344594 0.064047 -0.0183758 -0.0387299 -0.0402299 -0.0115831 -0.0502373 0.0869144 0.0472076 0.068069 0.0153252 -0.00199089 -0.0530475 -0.0498822 0.041811 -0.0275583 -0.0345713 -0.0091688 -0.0522001 -0.013093 leaf_count=2302 1572 6791 4215 5278 351 2986 1526 7495 270 150 321 101 1451 226 309 452 345 116 233 191 355 148 253 362 256 198 101 254 243 155 internal_value=0 -0.127302 -0.0882417 -0.153047 0.103719 -0.10417 -0.076639 -0.0419393 -0.131314 0.100748 -0.173423 0.0266556 0.0658238 0.132848 0.158713 0.185088 -0.0269105 0.440062 0.0377849 -0.0377973 -0.0778346 0.528345 0.031122 0.0482383 0.0674781 0.15035 0.233658 0.255128 0.0391827 0.298321 internal_count=39006 33780 26989 21660 5226 16382 13396 11870 8400 3470 8014 3172 4875 3069 2843 2534 3071 386 2726 2493 1806 298 5329 5076 4714 519 2082 1981 4458 1727 Tree=367 num_leaves=31 split_feature=89 85 14 70 68 83 6 34 34 67 63 74 44 74 68 36 57 18 67 38 67 72 77 16 24 38 86 56 15 32 split_gain=44.4771 40.0368 20.6083 17.0828 15.0573 13.1558 12.8648 12.5012 11.8212 11.664 10.8509 10.5125 10.4683 10.2055 9.97099 9.91339 14.7609 10.1759 7.70497 7.61787 7.58975 9.75516 7.77824 7.54819 7.19705 7.88159 5.87558 5.79808 5.64818 5.63235 threshold=0.5 0.5 2.5 0.5 12.5 1.5 1.5 11.5 6.5 7.5 3.5 4.5 2.5 9.5 0.5 0.5 4.5 6.5 3.5 0.5 0.5 0.5 1.5 1.5 0.5 1.5 0.5 0.5 3.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 8 7 11 9 12 13 24 18 15 14 20 16 17 19 27 23 21 22 -1 29 -5 26 -26 -3 -17 -2 right_child=4 6 -4 10 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=22 29 27 2 24 4 5 6 7 8 9 10 11 12 13 14 28 16 17 18 19 20 21 22 23 26 25 26 27 28 29 leaf_value=-0.0317366 0.0103066 -0.0378523 -0.0426633 0.00652074 0.051718 0.0682162 0.0188675 0.0552435 0.0513605 0.0452164 -0.0400436 0.0113657 -0.0545627 0.0369427 0.0120271 0.0304576 0.0512231 0.0589937 0.00896846 -0.031565 0.000433394 0.0138192 0.0167142 -0.0501232 0.0430162 -0.0216563 0.00986838 -0.00613053 -0.00950622 -0.0432908 leaf_count=9335 1443 12584 2430 1243 773 141 231 117 292 170 216 237 121 235 1206 1338 289 117 188 475 1496 1118 124 115 1218 153 378 865 176 183 internal_value=0 -0.0580126 0.0305406 0.0578154 0.189005 -0.0186539 -0.243021 -0.0371156 0.144835 -0.058519 0.201046 -0.280692 0.109822 -0.0824099 -0.107141 0.128923 0.0343927 -0.0314739 -0.317331 -0.0712032 -0.157778 -0.223886 -0.277444 0.00923795 0.234278 0.317025 0.35979 -0.345767 0.258 0.0599663 internal_count=39006 33684 19579 17149 5322 13941 14105 13800 4549 13683 3208 13874 4257 13513 13278 4136 2622 2333 13637 2216 12072 10576 9459 1741 2992 1749 1596 13449 1514 1626 Tree=368 num_leaves=31 split_feature=61 66 8 14 39 87 63 29 34 7 90 70 39 33 44 77 39 40 89 5 40 9 39 66 91 21 74 74 36 64 split_gain=39.4019 28.2812 15.7817 15.2985 13.7286 11.5829 10.9624 9.68933 8.80099 8.76306 8.66449 8.06945 8.04235 7.99327 7.8899 6.76014 6.84606 6.19892 6.11459 5.92427 6.14656 7.43887 5.55757 5.54751 5.29845 5.5295 4.92499 7.92882 6.60956 5.05095 threshold=1.5 1.5 2.5 5.5 6.5 1.5 4.5 2.5 2.5 5.5 6.5 3.5 0.5 4.5 0.5 0.5 2.5 1.5 1.5 0.5 1.5 0.5 2.5 10.5 0.5 0.5 10.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 12 5 4 6 7 8 9 11 10 14 13 24 19 15 16 17 18 26 20 21 22 -2 -7 -1 -26 27 28 29 -3 right_child=3 2 -4 -5 -6 23 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=24 22 29 2 3 4 23 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 25 25 26 27 28 29 leaf_value=-0.0255154 0.0266321 0.00445777 -0.0446933 -0.049488 -0.0397556 -0.0495349 -0.0339092 0.0521309 -0.0306807 0.0346303 0.0482916 -0.029822 -0.043842 -0.0329066 -0.0465483 -0.0293415 -0.0444984 0.0380958 0.0491286 -0.0285039 0.0373901 -0.00592248 -0.0024315 0.0178599 0.0358639 -0.0347278 -0.0541911 0.0340497 -0.0298822 -0.0414506 leaf_count=7291 2982 3386 2132 1053 903 1387 503 182 667 278 106 223 8047 399 879 1161 765 271 430 199 923 638 731 105 949 780 303 342 696 295 internal_value=0 -0.125019 -0.0314469 0.112782 0.133699 0.00326961 0.155908 0.0343734 0.175736 0.0130048 -0.0164685 0.19272 -0.307689 0.208565 -0.0376382 -0.0141839 0.0182955 0.0404265 0.0118619 0.223359 0.235274 0.188876 0.230753 -0.365533 -0.197924 0.105961 -0.00983007 0.00662492 -0.0368988 0.0153786 internal_count=39006 29785 12718 9221 8168 10586 7265 9094 6762 8912 8634 6095 17067 5872 8528 7649 6488 5723 5452 5473 5274 4351 3713 1492 9020 1729 5022 4719 4377 3681 Tree=369 num_leaves=31 split_feature=13 80 14 42 75 63 57 33 4 16 77 36 35 66 77 9 52 43 89 24 76 3 57 16 6 10 34 73 82 18 split_gain=28.8314 19.4574 20.1669 15.0616 14.7817 11.4397 9.1056 8.69396 7.97694 7.65613 7.62635 7.16481 7.2545 8.28141 8.12304 6.27236 6.35193 5.9505 5.90717 5.6089 5.36209 5.1796 5.09517 4.84557 4.60833 4.53695 4.50418 4.45747 4.33482 4.17852 threshold=2.5 0.5 0.5 0.5 2.5 7.5 0.5 3.5 1.5 2.5 1.5 0.5 4.5 4.5 0.5 0.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 9 6 7 11 22 24 -2 12 14 -14 15 16 19 -18 20 23 25 -17 29 -1 -4 -13 -25 -16 -8 -3 right_child=10 8 4 -5 -6 -7 28 -9 -10 -11 -12 18 13 -15 27 21 17 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_parent=23 10 29 24 3 4 5 28 7 8 9 10 25 13 13 27 21 17 17 18 19 20 21 22 26 24 25 26 27 28 29 leaf_value=-0.0157128 -0.0456294 0.0318821 -0.0428901 -0.0374792 0.0428075 -0.0526246 -0.0312986 -0.0461554 0.0822818 0.0245107 0.0205324 0.0280182 0.0895473 0.0146482 0.0306762 0.0373681 0.0538865 -0.0302388 -0.0184437 -0.0441281 0.065557 -0.0220784 -0.0289634 0.00991456 0.0119442 -0.0124022 -0.0536101 -0.0175886 0.0126318 -0.0254552 leaf_count=5818 8042 1154 7569 2597 270 861 2621 1327 108 104 119 1015 103 556 721 487 256 123 605 906 137 446 346 799 325 401 260 208 514 208 internal_value=0 -0.0331229 -0.0653544 -0.0147301 -0.290604 0.0142385 0.0300753 0.0583277 0.275987 -0.35398 -0.403182 0.072673 0.0290178 0.287186 -0.00322623 -0.0497302 -0.0860119 0.294223 0.217346 -0.115528 0.273255 0.219448 0.196882 -0.0827439 -0.396831 0.212499 0.0537742 0.222242 -0.218143 0.261889 internal_count=39006 30845 29029 20761 8268 18164 17303 14168 1816 7998 8161 12841 10683 659 10024 9095 8162 379 2158 7783 1553 933 1708 6877 7894 1416 1059 929 3135 1362 Tree=370 num_leaves=31 split_feature=14 24 70 58 85 33 63 61 76 39 41 67 66 29 23 5 59 88 12 25 47 67 32 17 26 32 65 71 8 66 split_gain=21.4258 24.9701 16.4747 14.84 13.3379 19.4867 12.8878 9.95492 10.8879 9.66771 9.60088 9.12866 8.76749 8.59177 8.20025 7.51554 7.37577 7.18718 8.79465 6.60004 6.37029 6.37956 6.34853 6.15254 5.78789 5.72001 6.64732 6.28473 7.17068 6.35172 threshold=0.5 0.5 0.5 1.5 0.5 5.5 5.5 5.5 3.5 4.5 2.5 1.5 0.5 0.5 10.5 0.5 0.5 2.5 2.5 1.5 8.5 0.5 2.5 0.5 0.5 1.5 0.5 3.5 13.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 3 7 9 23 -4 8 10 15 13 12 16 20 17 22 24 18 19 25 21 -3 -1 -6 -2 26 27 28 -14 -30 right_child=11 2 6 -5 5 -7 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=22 24 21 6 3 23 5 6 7 8 9 10 11 28 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 29 29 leaf_value=-0.035743 0.00782732 0.00831308 -0.0271374 -0.0391606 -0.00468397 0.0607761 0.00662811 -0.0407598 0.0631808 0.0227001 -0.0387655 -0.0298316 0.00779919 -0.0307438 -0.0330625 0.0505464 -0.0222729 0.0440579 -0.0450028 -0.0295907 0.0365455 -0.0163604 0.0165319 -0.0405605 -0.0177126 0.0235764 -0.00516465 0.0339317 0.0440876 0.00561834 leaf_count=10411 3158 7710 2739 638 1540 123 498 475 129 122 627 390 2438 512 316 259 605 302 222 276 289 624 171 766 412 1674 718 462 255 145 internal_value=0 -0.00894478 0.0287325 0.0553427 -0.155736 -0.0273501 -0.143593 0.0660116 0.0729268 -0.268397 0.0664239 0.0943518 0.10078 0.0735637 0.141981 -0.30813 0.0409748 0.150217 0.138263 0.14578 0.0812984 0.073453 -0.328446 -0.0985403 0.0602458 0.153389 0.117419 0.14668 0.118198 0.296913 internal_count=39006 27633 14241 11004 13392 2429 3237 10366 9891 10963 9762 11373 10983 9135 6808 10841 4175 6492 6190 5968 8623 8334 10582 2306 3570 5692 4018 3300 2838 400 Tree=371 num_leaves=31 split_feature=56 91 3 39 87 75 42 63 42 24 8 66 71 85 91 82 13 84 33 14 64 53 71 31 78 39 41 47 87 76 split_gain=23.5466 16.8306 12.6345 10.5261 10.0906 10.0262 7.97819 7.88187 10.8219 10.1896 10.832 13.0735 12.1414 9.02129 7.09537 6.56518 6.75014 6.50348 6.29922 6.3218 6.42392 6.23338 5.8322 5.74675 5.50673 5.36955 5.35145 4.87057 5.99507 4.79619 threshold=0.5 0.5 2.5 2.5 0.5 3.5 3.5 13.5 0.5 8.5 0.5 2.5 1.5 9.5 1.5 0.5 8.5 4.5 3.5 0.5 0.5 0.5 0.5 9.5 0.5 3.5 0.5 1.5 3.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -2 7 14 8 9 10 11 13 23 17 22 16 27 24 19 -13 -21 -9 25 -12 -1 -3 -24 -10 -29 -5 right_child=4 6 -4 29 -6 -7 -8 21 15 -11 12 18 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 26 -25 -26 -27 -28 28 -30 -31 leaf_parent=24 4 25 2 29 4 5 6 21 27 9 23 19 12 13 14 15 16 17 18 20 20 21 26 23 24 25 26 28 28 29 leaf_value=-0.00375759 -0.040672 -0.0288865 -0.0471177 0.0141424 -0.00233253 -0.04644 0.0241168 0.0307298 0.0109156 0.0540374 0.00138666 -0.0438358 0.0503567 0.0393988 -0.0327114 0.0369298 0.0452456 0.0328836 0.0433066 -0.0217635 0.0543923 -0.00487742 0.0158556 0.0280839 -0.0367778 0.00100238 -0.018997 -0.0233606 0.0184144 -0.0411271 leaf_count=7052 4649 2372 1636 5211 1240 1037 154 436 1889 179 2745 2920 258 127 2311 307 111 126 147 527 106 173 881 214 620 410 513 414 123 118 internal_value=0 0.0478839 0.0664821 0.0708444 -0.2474 0.0407158 -0.10151 0.0461422 0.0332573 -0.00322243 -0.0111018 -0.0600977 0.0831758 -0.0212887 -0.136228 0.121477 0.094547 -0.0378696 -0.27841 -0.316425 -0.0819215 0.215168 -0.0751846 0.0471608 -0.0519466 -0.176 0.0501994 0.0732918 -0.0888504 0.136227 internal_count=39006 33117 26476 24840 5889 19511 6641 18474 17865 15021 14842 11625 3217 7925 6487 2844 2537 7798 3700 3553 633 609 4176 2959 7672 2782 1394 2426 537 5329 Tree=372 num_leaves=31 split_feature=31 87 41 41 17 59 66 42 56 10 53 25 91 24 71 53 53 78 61 53 14 85 47 13 47 24 39 23 47 52 split_gain=25.6522 16.6935 13.2062 10.7848 11.051 10.7181 10.6765 10.2902 9.03458 7.04169 6.31611 6.4516 6.49926 6.3923 6.23341 6.13373 6.00366 5.97196 6.96056 5.68723 6.07787 6.39805 6.93166 5.58223 5.5049 9.98466 5.33976 7.77576 5.02237 5.76332 threshold=1.5 0.5 0.5 2.5 0.5 1.5 0.5 4.5 0.5 0.5 3.5 0.5 0.5 5.5 3.5 3.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 3.5 0.5 1.5 6.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 6 4 5 9 19 -2 15 10 11 12 13 -3 -6 17 26 -4 -19 20 21 22 -1 -8 -22 -26 27 -15 29 -23 right_child=7 3 8 -5 14 -7 23 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 18 -20 -21 24 28 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=22 7 13 17 3 14 5 23 7 8 9 10 11 12 27 14 15 16 18 18 19 24 29 22 23 25 25 26 27 28 29 leaf_value=-0.0407603 -0.0393578 0.000987121 0.0130162 0.0469739 -0.0258747 0.0645826 -0.0347191 0.0411351 -0.0318726 -0.0190691 -0.0262773 0.0344432 0.0347339 0.0293132 0.0248931 -0.0173705 -0.0228995 0.0870267 0.00180043 -0.0417068 0.00200768 0.0221311 0.00637741 -0.00135468 -0.0196752 0.0892071 -0.0122966 0.102772 -0.0316502 -0.0341309 leaf_count=2127 7778 4278 2370 512 1935 205 7280 104 1936 1055 303 331 569 230 231 1269 133 139 233 1256 1285 723 766 909 182 124 104 124 341 174 internal_value=0 -0.00854016 -0.0888076 0.0727943 0.051402 0.0914865 -0.153893 -0.340216 0.0688558 0.0726314 0.0995966 0.118972 0.0854621 0.0520792 -0.177366 0.130845 0.281761 0.19297 0.546097 -0.0677734 -0.0385884 -0.128236 -0.272996 -0.289991 0.09309 0.454619 0.396594 0.519571 0.0160486 0.114492 internal_count=39006 31124 21114 10010 9498 7332 15167 7882 5947 7127 6072 5769 5438 4869 2166 4011 591 2742 372 6978 5722 4131 2893 8189 1591 306 458 354 1238 897 Tree=373 num_leaves=31 split_feature=33 33 38 74 13 25 33 42 31 15 13 16 47 23 47 53 61 33 8 63 7 66 15 24 23 53 14 39 74 14 split_gain=105.262 12.7798 6.26896 6.39663 5.42229 4.85516 4.58562 4.24762 2.45802 2.70322 2.46065 2.82879 4.51579 2.32323 1.4012 1.05509 0.701199 0.694855 0.614639 1.52533 0.289382 0.246021 0.229403 0.17809 0.281355 0.366747 0.446774 0.411525 0.4483 0.159924 threshold=2.5 7.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 2.5 0.5 1.5 0.5 1.5 0.5 0.5 4.5 8.5 4.5 0.5 2.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=6 2 3 4 5 14 18 15 9 10 11 12 13 20 17 22 -17 -2 23 -20 -8 -4 -3 24 25 26 27 28 -1 -10 right_child=1 7 21 -5 -6 -7 8 -9 29 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 17 22 21 3 4 5 20 7 29 9 10 11 12 13 14 16 16 17 19 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0277253 0.0352494 0.0535892 -0.0331335 -0.0483667 -0.030136 -0.0209612 -0.000925494 -0.00222337 -0.0512348 -0.0456784 -0.0510706 -0.052551 0.0504213 -0.034356 0.0222037 0.0174896 0.0434791 0.0587656 -0.00200675 -0.0471447 0.0193929 -0.0534164 0.041926 -0.0500616 -0.0507965 -0.0509002 -0.0508864 -0.0511948 -0.0510422 -0.039806 leaf_count=1306 109 879 115 170 128 147 314 117 2038 1937 564 407 318 777 158 103 149 176 183 1401 107 237 144 15380 5719 3141 1041 450 490 801 internal_value=0 0.229854 0.0269356 0.108597 0.186217 0.276616 -0.43267 0.412566 -0.300191 -0.228984 -0.144031 -0.0780728 -0.00475565 -0.124507 0.372833 0.466427 0.333689 0.480087 -0.476589 -0.355691 0.0523193 -0.443117 0.515679 -0.485179 -0.464303 -0.436875 -0.401635 -0.358651 -0.319855 -0.476108 internal_count=39006 2632 1240 888 718 590 36374 1392 7263 4424 2487 1923 1516 1198 443 1275 252 285 29111 1584 421 352 1023 27527 12147 6428 3287 2246 1796 2839 Tree=374 num_leaves=31 split_feature=10 59 13 56 14 33 92 25 41 42 34 66 66 12 22 10 78 66 74 66 29 7 32 34 59 21 15 39 82 31 split_gain=59.836 51.7456 23.3896 19.7494 18.0227 13.5024 10.5584 9.9281 9.28335 8.11519 7.76274 7.20937 7.11345 6.95438 6.54227 7.00759 8.21694 7.82227 7.30902 8.52133 6.06582 5.63351 5.37285 5.35737 5.229 4.94297 5.07645 4.80675 4.74165 4.71356 threshold=5.5 0.5 2.5 0.5 2.5 1.5 1.5 0.5 0.5 0.5 6.5 4.5 2.5 5.5 1.5 1.5 6.5 2.5 1.5 5.5 0.5 0.5 1.5 4.5 3.5 0.5 2.5 0.5 1.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 8 5 6 7 14 22 25 20 -4 23 24 15 16 18 -17 27 -20 21 -9 28 -2 -5 -10 -27 29 -3 -1 right_child=12 3 11 13 -6 -7 -8 10 9 -11 -12 -13 -14 -15 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 23 28 11 24 4 5 6 21 25 9 10 11 12 13 14 17 16 17 19 19 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.00863298 0.0505439 -0.00208965 -0.0482408 0.0201068 -0.045857 -0.0347718 0.0507745 0.0265147 0.00419601 -0.0183855 -0.050263 0.00314652 -0.00191293 -0.030077 0.0355767 0.0380376 0.0635136 -0.0280962 0.035195 -0.0309553 -0.0331269 -0.00498981 -0.0539085 0.0105855 0.040167 0.0399382 0.00852006 -0.0291355 -0.0563159 -0.0441018 leaf_count=4492 3565 1983 6497 1066 3140 2698 212 948 785 476 111 474 199 126 430 411 136 317 919 486 112 342 466 244 1930 617 427 4246 286 865 internal_value=0 -0.00572844 -0.112868 0.153794 -0.0696086 -0.0403185 -0.0104615 -0.0256562 0.0381821 0.124371 0.117028 -0.411394 0.4178 0.294224 -0.0790679 -0.0949403 -0.122877 0.179349 -0.135937 0.135488 0.152333 0.189696 -0.12326 0.461228 0.315504 0.184902 0.280017 -0.168941 -0.0676171 -0.114964 internal_count=39006 34998 26836 8162 19865 16725 14027 13815 5040 2305 1513 6971 4008 3122 12302 11872 11144 728 11008 1405 1402 1290 2735 3809 2996 1829 1044 9603 2269 5357 Tree=375 num_leaves=31 split_feature=38 22 61 14 84 39 66 82 9 89 32 21 26 24 3 34 14 57 7 8 31 47 42 24 70 70 12 24 66 38 split_gain=28.9136 14.6604 10.8965 8.78353 14.716 7.91299 8.54315 6.74328 6.34289 5.92471 5.77886 5.51375 5.51352 5.43381 7.4012 7.35356 5.28684 5.09363 6.75315 5.59897 5.77909 5.28056 4.97385 5.28896 4.96052 4.77374 4.47148 4.31554 4.30955 4.27759 threshold=0.5 0.5 2.5 1.5 0.5 3.5 0.5 5.5 4.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 1.5 2.5 7.5 0.5 1.5 0.5 2.5 0.5 2.5 0.5 0.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 12 8 10 -9 17 16 24 14 -6 -15 -3 18 19 20 28 -22 25 -24 -1 -8 -11 -26 -2 -12 right_child=7 11 -4 -5 13 -7 22 9 -10 26 29 -13 -14 15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 27 -27 -28 -29 -30 -31 leaf_parent=24 28 16 2 3 14 5 25 9 8 26 29 11 12 15 14 15 16 17 18 19 21 21 23 23 27 25 26 27 28 29 leaf_value=-0.00340719 0.0151161 0.0299035 -0.0425225 -0.0333371 0.0290827 -0.0442882 -0.0291825 -0.00117731 0.0470361 0.0962031 -0.0192268 -0.0191715 -0.0394625 -0.0230725 -0.0419654 0.0496403 -0.0103093 -0.0260201 -0.0333456 -0.0474697 0.0429271 0.0146727 0.0230785 -0.0552921 0.0657608 0.0339878 0.0290195 0.00481984 -0.021507 0.0104401 leaf_count=5187 726 1000 4350 4292 1416 2614 9047 119 151 104 1272 482 1993 982 359 188 326 390 211 167 651 580 634 179 198 256 135 272 430 295 internal_value=0 -0.119823 -0.155238 -0.128366 -0.0969984 -0.15528 -0.125704 0.110212 0.0840961 0.432933 0.0619108 0.120392 -0.027404 0.116143 0.221773 -0.0860835 0.200178 0.120552 0.147624 0.178052 0.19782 0.287929 -0.228733 0.0630009 0.00737712 -0.270128 0.655352 0.310876 0.0455354 -0.0788743 internal_count=39006 33775 31967 27617 23325 20380 17766 5231 4873 358 4722 1808 7650 2945 1775 1170 1326 3155 2765 2554 2387 1231 10116 813 5657 9303 239 470 1156 1567 Tree=376 num_leaves=31 split_feature=89 13 14 42 63 83 58 70 18 74 77 57 68 16 67 68 1 38 42 91 24 24 89 88 67 34 57 85 17 82 split_gain=40.1989 33.6228 25.4559 21.1015 18.6761 15.8786 15.8551 13.0588 13.4157 11.9981 11.2923 11.1508 9.51336 8.97524 8.70596 7.95938 7.63845 7.45174 6.83341 6.54161 6.70194 6.2408 5.91811 5.76751 5.46523 5.37939 5.32336 5.15359 4.98564 5.03005 threshold=1.5 3.5 1.5 0.5 6.5 0.5 0.5 0.5 1.5 2.5 0.5 2.5 13.5 0.5 0.5 1.5 0.5 1.5 0.5 2.5 0.5 0.5 5.5 0.5 0.5 4.5 0.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 14 13 22 16 25 -1 19 -15 20 -9 -7 -2 24 27 -5 -8 -22 29 -4 right_child=12 -3 28 15 -6 21 26 17 -10 -11 -12 -13 -14 18 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=16 22 1 29 25 4 21 26 20 8 9 10 11 12 18 14 15 16 17 18 19 27 21 22 23 24 25 26 27 28 29 leaf_value=-0.0270051 0.0185627 -0.0438169 -0.040939 -0.0380566 -0.0403307 0.0163287 -0.0260598 0.0108669 0.0513621 0.0212347 0.0150074 0.0467221 0.0521064 0.00989519 0.00365803 0.0190525 0.0172328 -0.0155646 -0.0382843 -0.0301725 0.0249406 0.0604165 0.0457506 0.0589687 0.0449179 0.0282794 0.0214145 -0.0221544 0.0314223 0.00842164 leaf_count=8833 1090 6332 5029 3204 1102 395 2219 1105 267 927 920 413 658 466 1490 129 841 282 127 148 514 286 574 393 380 109 252 227 104 191 internal_value=0 -0.0434247 -0.0126393 0.0190396 0.0510266 0.0706562 0.0472451 0.0809525 0.0178401 -0.00676682 -0.0590322 -0.122872 0.233471 0.182335 -0.152031 -0.263996 -0.226777 0.205999 -0.0105144 0.243124 0.266977 0.408533 0.267072 0.354765 0.275623 -0.33799 -0.203313 0.139914 -0.325722 -0.358756 internal_count=39006 36091 29759 24435 20993 19891 19210 16739 13690 13423 12496 11577 2915 2257 11164 3442 9674 3049 593 2767 2619 681 1664 1514 1121 3313 2471 741 5324 5220 Tree=377 num_leaves=31 split_feature=35 58 91 42 90 52 58 61 35 87 28 67 23 40 43 85 78 25 39 87 40 9 52 27 70 54 74 38 24 47 split_gain=38.4817 26.1903 22.6766 14.6865 14.2651 11.7704 11.3683 10.2272 10.9444 10.2124 10.2012 7.75645 9.7032 7.32558 7.03147 6.77873 5.69592 5.53908 5.37259 5.14575 4.82483 4.6938 4.98711 4.41334 4.60117 4.53377 4.28028 4.61452 4.2767 4.24046 threshold=0.5 1.5 0.5 0.5 3.5 1.5 8.5 4.5 16.5 0.5 0.5 0.5 1.5 1.5 1.5 0.5 0.5 0.5 2.5 0.5 1.5 1.5 0.5 0.5 2.5 1.5 8.5 1.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 6 5 10 7 8 9 14 19 13 15 -4 16 -13 18 -15 23 20 -1 22 -3 24 25 26 27 29 -12 -2 right_child=3 21 11 -5 -6 -7 -8 -9 -10 -11 28 12 -14 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 29 22 13 3 4 5 6 7 8 9 28 15 12 17 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0325541 0.0333656 0.0134265 -0.0144773 -0.0318169 0.0355064 0.00707824 0.0500796 0.0287511 0.0536476 -0.020543 0.0280479 0.0695579 -0.00951473 0.0456341 -0.0275911 -0.00727463 -0.0103246 -0.0123918 -0.0353156 -0.0481999 0.00780334 -0.0272671 0.0501001 -0.0197327 -0.0299183 -0.020244 -0.0242995 -0.0241207 -0.0177136 0.00526631 leaf_count=12493 1963 466 4453 1493 161 791 265 888 154 2034 753 398 591 193 723 115 627 134 363 6992 284 102 274 406 112 152 226 175 881 344 internal_value=0 -0.128197 -0.173685 0.107534 -0.257919 -0.282251 0.134802 0.108679 0.0571511 0.0306505 -0.318495 0.0235594 0.252393 -0.0594287 0.0836331 0.509238 0.112962 0.22694 0.155693 -0.355574 -0.3013 0.248167 0.302799 0.176203 0.20008 0.219895 0.243892 0.26466 0.0112911 0.28713 internal_count=39006 29081 28239 9925 22355 22194 8432 8167 7279 7125 21403 5884 1104 4780 5091 513 4368 327 3741 19769 12777 842 740 3378 2972 2860 2708 2482 1634 2307 Tree=378 num_leaves=31 split_feature=13 35 14 77 75 52 76 68 83 42 54 73 91 7 17 8 42 10 54 39 38 1 91 32 65 16 65 35 15 69 split_gain=27.1805 18.2505 11.9865 11.8757 9.40601 10.8845 8.83532 7.88381 6.99423 7.07449 5.61593 5.40549 5.35486 5.08437 5.06305 5.05491 4.89544 4.9776 4.91146 4.89035 4.87313 4.68684 4.43736 4.40145 4.95358 4.2317 4.2149 5.17813 4.18006 4.14988 threshold=1.5 0.5 2.5 1.5 4.5 1.5 0.5 4.5 0.5 0.5 2.5 1.5 0.5 0.5 0.5 5.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 1.5 1.5 3.5 0.5 1.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 10 5 6 15 20 9 11 -2 13 -8 26 25 16 17 19 -18 29 -6 23 -7 24 -16 -15 27 -3 -5 -1 right_child=3 8 -4 28 7 22 12 -9 -10 -11 -12 -13 -14 14 21 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 10 27 2 28 20 22 12 7 8 9 10 11 12 25 24 15 18 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00755474 -0.040886 -0.0107538 -0.0465852 0.0426808 0.0183212 0.0367541 -0.00276458 -0.0483774 0.0447513 -0.0397966 0.0252277 -0.0232503 0.0650252 0.00257712 0.0335144 -0.0514092 -0.0474178 -0.029653 0.0273411 -0.0367186 0.076605 -0.010612 -0.0184571 -0.00454696 0.0780674 0.0403835 -0.0186943 0.0271169 -0.0261325 0.0208618 leaf_count=6247 10636 1056 2737 154 303 567 368 324 290 749 190 696 163 1365 551 1213 1812 4429 289 1289 100 219 218 171 241 107 1077 686 114 645 internal_value=0 -0.0203548 -0.103113 -0.319183 -0.072149 -0.0992821 -0.134003 0.280412 0.10353 0.0750091 -0.381813 0.0977294 0.287896 0.123788 0.197155 -0.15926 -0.14105 -0.113254 -0.37773 -0.0724704 0.427237 0.331859 0.244076 0.399919 0.472538 0.0928045 0.0047584 0.103791 0.197266 -0.0420077 internal_count=39006 27912 20704 11094 17967 17240 16455 727 7208 6918 10826 6169 531 5473 2654 15924 14711 12610 2101 8181 403 1182 785 963 792 1472 2819 1742 268 6892 Tree=379 num_leaves=31 split_feature=56 78 32 16 25 62 39 35 87 76 61 46 28 74 42 40 71 69 20 20 24 39 42 14 23 75 53 29 42 66 split_gain=18.8883 17.8506 16.2336 14.5975 11.7582 13.5715 12.9094 11.2846 9.25577 8.15879 8.04537 7.44937 6.87897 6.84689 6.55052 6.26231 6.71178 6.8458 6.2146 6.66815 9.02704 10.523 7.91831 10.2815 8.26454 6.31572 6.22313 6.10581 6.69225 11.0071 threshold=1.5 1.5 1.5 1.5 0.5 1.5 3.5 1.5 0.5 1.5 11.5 1.5 0.5 3.5 0.5 0.5 4.5 1.5 1.5 0.5 0.5 4.5 0.5 2.5 0.5 0.5 1.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 6 -6 9 -9 11 12 13 27 15 -3 16 18 -18 19 20 21 22 23 -1 -25 -24 -20 28 -4 -30 right_child=-2 14 10 -5 5 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 26 -21 -22 -23 25 24 -26 -27 -28 -29 29 -31 leaf_parent=23 0 14 28 3 6 5 6 8 8 9 10 11 12 13 14 15 17 17 26 19 20 21 25 24 24 25 26 27 29 29 leaf_value=-0.0201715 -0.0426467 -0.0344591 0.0201145 -0.0397985 -0.0291017 0.0644363 0.013175 -0.0344084 0.00233092 0.0456766 -0.0567023 -0.039099 -0.00639756 -0.044463 0.0115812 -0.00590054 0.0354879 0.000851658 -0.0341234 0.0210865 0.00721694 0.0443708 0.00150773 -0.0129626 0.0337791 0.0451809 0.02385 -0.0168285 -0.0069702 0.0283399 leaf_count=4174 2580 1834 3648 1509 4891 150 328 1557 570 265 185 551 639 801 220 2146 426 231 223 955 8362 109 592 166 216 174 257 231 649 367 internal_value=0 0.0359107 0.0435146 0.0183492 0.0242158 -0.140797 -0.183758 0.0363066 -0.161392 0.0467016 0.126284 0.0428877 0.132671 0.0462095 -0.257701 0.0489289 0.0603027 0.222525 0.0513373 0.0570704 0.0469267 -0.0422557 -0.0667344 -0.126872 0.0989885 0.0896106 -0.196536 0.152099 0.16373 0.0506108 internal_count=39006 36426 34372 28653 27144 5369 5219 21775 2127 19648 5719 19383 5534 18832 2054 18031 15885 657 15228 14748 13793 5431 5322 4556 382 766 480 4895 4664 1016 Tree=380 num_leaves=31 split_feature=59 46 91 14 13 71 8 39 42 23 55 69 33 66 33 85 39 20 0 24 41 66 85 41 64 13 42 8 14 0 split_gain=21.3543 13.9575 11.7773 11.6229 14.9656 13.6882 15.2279 16.8321 11.7197 11.618 8.90427 7.92055 7.45996 7.35929 7.72689 7.25236 6.02953 7.92456 7.71418 7.85801 6.70253 5.6464 5.52663 5.23121 4.91591 5.63877 4.50877 4.90713 8.71635 4.37943 threshold=1.5 1.5 1.5 2.5 1.5 1.5 1.5 0.5 0.5 0.5 7.5 1.5 0.5 3.5 3.5 4.5 8.5 1.5 1.5 7.5 0.5 4.5 1.5 1.5 0.5 0.5 0.5 0.5 10.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 15 -7 12 -4 16 23 -15 -1 17 29 19 20 -18 -8 -13 -9 25 -23 27 -5 -29 -6 right_child=-2 -3 11 26 10 9 21 13 -10 -11 -12 22 -14 14 -16 -17 18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=15 0 1 11 27 29 9 21 23 8 9 10 22 12 14 14 15 20 17 18 19 20 25 22 23 24 25 26 28 28 29 leaf_value=-0.035405 -0.0373948 -0.0429506 -0.0371785 0.00466301 0.00940239 0.0364871 -0.00313429 0.00492063 -0.00230033 -0.007432 0.0502277 -0.0164371 -0.00741607 -0.0380788 0.0194704 0.00645041 0.0343375 0.0570432 0.0637824 -0.0293558 -0.00174449 0.0134854 0.0464471 -0.0414891 -0.0351486 0.0504357 0.0251992 0.0142935 0.062451 -0.00441479 leaf_count=8779 4734 1195 1806 1955 4831 526 1058 3242 1085 708 126 329 1415 1052 116 250 457 127 123 124 210 893 146 252 102 162 814 850 137 1402 internal_value=0 0.0465243 0.0512714 0.0586074 0.0367228 -0.0188151 -0.0448597 -0.101196 -0.220898 0.199506 0.0931206 -0.211247 0.0839406 -0.00650855 -0.233039 -0.31119 0.104291 0.0812274 0.231558 0.171308 0.232899 0.0808176 0.0855235 0.0326718 0.156441 0.180782 0.14788 0.110906 0.199234 0.0719126 internal_count=39006 34272 33077 30796 27040 18225 16991 14776 10114 1234 8815 2281 8689 4662 1168 9029 7274 6360 914 791 667 2215 475 3494 1157 1055 3756 2942 987 6233 Tree=381 num_leaves=31 split_feature=23 8 0 61 84 13 78 57 91 25 16 14 53 39 41 14 41 85 61 85 2 52 85 13 55 61 13 53 39 24 split_gain=24.7225 16.1956 14.5354 14.6307 12.4049 12.5626 9.29332 9.10219 8.4722 8.83976 6.88436 11.2315 6.73365 6.62074 6.41484 6.23168 7.14596 6.21878 5.95062 5.88877 5.82582 5.63895 8.68556 13.7505 6.4136 5.02305 4.21521 4.15069 4.06169 3.94384 threshold=3.5 0.5 5.5 0.5 1.5 1.5 1.5 0.5 0.5 0.5 0.5 8.5 3.5 11.5 1.5 0.5 0.5 5.5 2.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 1.5 1.5 8.5 7.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 5 28 7 8 9 10 11 21 -11 18 -3 -6 27 -2 -7 -8 -10 24 23 -23 29 -16 -4 -17 -5 -1 right_child=17 14 26 4 15 13 19 -9 20 12 -12 -13 -14 -15 25 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 17 14 26 28 15 18 19 7 20 12 10 11 12 13 25 27 16 17 18 19 20 23 22 23 24 25 26 27 28 29 leaf_value=-0.0080912 -0.0387447 -0.0295864 0.00102627 -0.0340979 -0.0340998 0.0113245 -0.0149578 -0.0364826 0.0335026 0.0343964 -0.0309002 0.0501814 -0.0363941 -0.030944 0.0673054 0.0249695 0.042506 0.00598523 -0.0285389 0.0662403 -0.0264489 -0.00990187 0.00150499 0.0928139 0.0243664 -0.0146302 0.0722794 -0.021282 0.0177828 0.0290272 leaf_count=6759 8634 4328 113 5813 286 1781 203 1002 1571 870 838 214 540 570 209 277 354 396 584 192 434 228 807 181 617 338 161 402 110 194 internal_value=0 0.00131117 0.0280981 0.016284 -0.0923221 -0.159664 0.0766856 0.0609164 0.0764057 0.0445628 0.0108093 0.032323 0.272548 -0.0262306 -0.237185 0.138782 0.210999 -0.324387 0.044776 0.487883 0.276178 0.00680604 0.172693 0.50353 -0.0314227 0.189877 0.567934 -0.00254812 -0.312199 -0.0636854 internal_count=39006 29976 25101 24827 10177 8858 14650 14255 13253 11248 9838 9000 1410 2935 4875 1319 1033 9030 2365 395 2005 8786 1216 409 7570 547 274 679 5923 6953 Tree=382 num_leaves=31 split_feature=33 33 74 38 42 33 12 53 53 66 13 23 7 86 39 24 61 65 8 23 91 24 23 86 67 13 39 23 23 34 split_gain=104.194 12.4283 6.9471 6.59349 5.02305 4.72999 3.92372 2.99054 2.92584 2.31526 2.51688 2.47326 1.13136 0.743076 0.717313 0.435602 0.404023 0.434535 0.402867 0.847321 0.302334 0.185113 0.292691 0.676719 0.17801 0.183111 0.345895 0.16484 0.116112 0.0851452 threshold=2.5 7.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 3.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 8.5 3.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 2.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=5 2 3 6 13 18 7 14 9 10 11 15 -13 20 28 -7 17 -10 21 -20 -3 22 23 24 25 -1 -27 -11 -2 -23 right_child=1 4 -4 -5 -6 8 -8 -9 16 27 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 29 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=25 28 20 2 3 4 15 6 7 17 27 10 12 12 13 14 15 16 17 19 19 20 29 22 23 24 26 26 27 28 29 leaf_value=-0.0500326 0.0301471 0.0525393 -0.0530438 -0.0408045 -0.00630012 0.0213438 -0.0240775 -0.0182402 -0.0238229 -0.0519647 -0.0509888 -0.0360931 -0.0010817 0.0295916 0.0434896 -0.0022159 -0.050687 -0.0506883 -0.0509068 -0.0208119 0.0396408 -0.0503183 -0.0507622 -0.0262645 -0.0344976 -0.0289764 -0.0508063 -0.0367408 0.0203385 -0.0412959 leaf_count=3768 137 1009 262 263 115 154 134 145 827 465 527 571 372 131 183 225 2852 668 855 720 171 14542 5769 869 507 605 677 614 113 756 internal_value=0 0.238709 0.0368261 0.113301 0.421252 -0.430337 0.202923 0.276362 -0.293724 -0.196492 -0.117167 -0.0452246 -0.222079 0.47982 0.339458 0.140521 -0.452502 -0.349259 -0.476415 -0.376977 0.505394 -0.483626 -0.461929 -0.433412 -0.462064 -0.474901 -0.407426 -0.444808 0.256704 -0.499911 internal_count=39006 2663 1237 975 1426 36343 712 578 7275 2928 1849 1322 943 1311 433 379 4347 1495 29068 1575 1180 27493 12195 6426 5557 5050 1282 1079 250 15298 Tree=383 num_leaves=31 split_feature=60 59 39 41 10 56 61 7 38 14 41 85 86 42 92 10 23 71 13 14 59 33 8 33 77 43 32 25 34 24 split_gain=60.8208 41.6066 20.6335 14.9378 16.2128 14.2498 10.5267 10.51 9.54459 9.32534 7.73813 6.91332 7.7166 7.69333 6.87055 5.63925 5.58654 5.46869 5.38489 5.37809 5.33359 5.29693 5.01528 4.76782 4.82177 5.63474 4.76563 4.16775 3.98421 3.79906 threshold=0.5 0.5 2.5 0.5 0.5 1.5 4.5 0.5 3.5 3.5 0.5 0.5 3.5 0.5 0.5 0.5 9.5 1.5 1.5 1.5 3.5 1.5 2.5 1.5 0.5 2.5 1.5 0.5 1.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 8 9 15 22 18 10 16 -12 13 -13 17 -2 26 23 19 21 -7 28 -6 24 25 27 29 -5 -1 -3 right_child=6 5 -4 14 7 20 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 15 29 2 27 22 20 6 7 8 9 11 13 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0151936 0.0180125 0.00761873 -0.0417701 -0.00184502 0.026136 0.0136378 -0.0355333 -0.030301 0.0729731 -0.0510562 0.0251483 0.00313293 0.0420485 -0.0506913 0.0353187 0.049936 -0.0440021 -0.0346161 -0.0441262 -0.0457042 0.0425136 -0.0474506 -0.0408483 -0.0275621 -0.0260735 0.0482751 -0.0434638 0.0187112 0.030591 -0.0471714 leaf_count=6414 485 2220 6219 1736 1834 415 122 807 164 364 1849 757 127 241 278 3044 386 549 3328 2234 1246 1756 213 367 277 152 353 621 184 264 internal_value=0 -0.0121815 -0.108999 -0.0711585 -0.151321 0.134295 0.406842 0.0884793 -0.223375 0.0712867 0.0894793 0.159973 0.0230209 -0.064846 0.0472696 0.442006 -0.0390183 0.0119093 -0.237254 -0.200138 0.328004 -0.165347 0.212309 0.0387348 0.0673704 0.0976438 0.00701679 0.0647215 -0.133016 0.046766 internal_count=39006 35355 27133 20914 16934 8222 3651 2854 14080 6561 6197 2974 1125 998 3980 3529 3223 3702 13916 10588 1661 8354 2047 3153 2786 2509 2837 2357 6598 2484 Tree=384 num_leaves=31 split_feature=49 32 16 55 42 46 84 55 91 12 8 8 85 4 41 48 39 53 14 74 24 12 66 39 49 39 59 35 48 10 split_gain=24.7107 15.2193 12.2184 10.2231 9.52077 8.67478 8.33277 8.18298 7.84954 6.85347 7.11434 6.69407 6.63453 6.59603 6.34268 7.34804 6.87124 6.29279 5.07096 5.83487 5.94485 5.96169 5.29642 5.0312 4.87869 5.10836 4.8711 4.83525 4.32026 4.07205 threshold=0.5 0.5 0.5 9.5 0.5 3.5 8.5 2.5 0.5 8.5 12.5 9.5 3.5 0.5 3.5 2.5 6.5 3.5 0.5 2.5 1.5 0.5 1.5 0.5 3.5 1.5 3.5 1.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 12 8 9 23 11 10 13 17 27 14 15 16 24 18 19 20 21 22 29 -3 25 26 -2 -4 -6 -1 right_child=6 7 4 -5 28 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 26 23 27 3 28 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.024489 0.0152531 -0.017078 0.00789367 0.0237464 0.0321696 0.0713873 -0.0328199 0.0209286 -0.0413769 -0.0543048 -0.0484295 -0.0490274 0.0530835 -0.0204361 -0.0349047 0.062227 -0.0540038 -0.0441839 -0.0233135 -0.0437855 -0.0177741 -0.0311885 -0.00757925 -0.0382932 0.0328026 -0.00849581 0.0706173 -0.0342185 0.097325 -0.0386697 leaf_count=2257 2366 4009 1791 189 173 267 231 181 3629 230 198 1241 130 346 210 204 162 2189 2653 915 2295 631 1538 7961 459 650 164 871 112 754 internal_value=0 -0.116115 -0.0514418 -0.10283 0.160944 -0.136158 0.0933906 -0.261649 -0.148588 0.116275 0.128964 -0.112006 0.0587498 0.143397 0.167551 0.184271 0.160684 -0.087119 -0.0605291 -0.0131937 0.0150155 0.0825407 0.127227 -0.296576 0.175214 0.126929 0.174912 -0.0211028 0.588103 0.213093 internal_count=39006 33786 21635 18558 3077 18369 5220 12151 18102 4989 4759 14473 2792 4561 4215 4005 3801 13232 11043 8390 7475 5180 4549 11970 3639 3180 2530 2662 285 3011 Tree=385 num_leaves=31 split_feature=24 37 14 87 12 74 42 77 68 42 67 10 90 85 41 33 57 46 76 3 13 16 25 38 83 89 1 86 88 42 split_gain=39.1873 31.4322 19.8706 17.9479 14.1158 14.0427 13.0998 12.6866 12.0858 11.653 11.0472 9.70789 8.91384 8.33019 8.69249 8.72329 7.82914 8.11167 8.20606 7.32363 6.81766 7.18913 7.15346 6.99788 6.71235 6.54623 6.14879 5.92316 6.97114 5.73403 threshold=2.5 1.5 2.5 1.5 9.5 5.5 0.5 0.5 12.5 0.5 7.5 6.5 6.5 2.5 2.5 4.5 2.5 2.5 0.5 2.5 3.5 1.5 1.5 2.5 0.5 0.5 1.5 1.5 3.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 6 8 26 -2 9 10 11 12 13 14 15 16 17 18 20 29 21 22 23 24 -1 -5 27 28 -3 -8 right_child=7 4 -4 25 -6 -7 19 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 7 28 2 25 4 5 29 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0104657 -0.0377873 0.0197923 -0.041294 -0.0434553 0.0611224 0.027676 4.97765e-05 0.0105301 0.0549175 -0.0266157 0.0385068 -0.0484394 -0.0590172 -0.0336304 -0.029764 -0.0469827 0.0392498 0.0284056 -0.037835 0.0359211 -0.0447182 -0.0183792 -0.0248686 -0.0424245 0.0595493 0.00322044 0.0466573 -0.0111621 0.073171 -0.0505897 leaf_count=6658 7680 1564 3018 2627 350 1036 320 357 252 2254 311 2443 226 820 1443 1598 300 422 468 138 884 775 943 204 112 269 624 369 144 397 internal_value=0 0.0454952 -0.00745783 0.0134369 0.245636 0.038062 0.183412 -0.294848 0.00969759 -0.00238714 0.021978 0.00364776 0.0162366 0.0257794 0.0409501 0.0585883 0.0705211 0.0525479 0.0252033 -0.115652 0.0429471 0.0556186 0.0836807 0.106152 0.120858 -0.313344 0.266017 0.19223 0.256406 -0.250035 internal_count=39006 30969 27063 24045 3906 21149 3556 8037 20113 19861 17607 17296 14853 14627 13807 12364 10766 10466 10044 855 9576 8692 7917 6974 6770 2896 2701 2077 1708 717 Tree=386 num_leaves=31 split_feature=42 61 39 58 39 90 8 43 28 61 8 17 10 58 91 24 40 40 15 29 77 13 14 33 78 54 12 40 13 0 split_gain=34.5286 27.418 19.7342 15.57 16.495 15.4638 12.3644 11.14 11.7265 10.8342 10.3705 9.3883 8.7103 10.052 7.7146 7.64222 7.40004 7.00089 6.89264 9.60341 6.53411 5.53264 5.4177 5.34451 5.27994 5.03295 5.19285 7.06837 7.27989 5.17473 threshold=0.5 0.5 0.5 9.5 2.5 3.5 0.5 0.5 4.5 5.5 2.5 3.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 1.5 5.5 3.5 6.5 1.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 4 7 6 12 10 -9 -6 20 24 13 14 16 -16 18 -2 -1 -20 21 22 23 25 -4 26 27 28 29 -3 right_child=17 3 11 -5 9 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=18 17 29 24 3 9 5 6 8 8 9 10 11 12 13 15 15 16 17 19 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0187998 -0.0419829 0.0340042 -0.0415334 0.0496995 -0.0392441 0.0657764 -0.0350497 -0.0101837 0.0397427 0.0110182 -0.0373797 0.0595789 -0.0292219 0.0359173 -0.0019512 0.0713619 0.0509358 0.00920686 -0.0217097 0.0483805 -0.0316415 -0.0423971 -0.0439695 -0.0453771 0.0171396 0.0106971 0.0451915 0.0588525 -0.00492417 -0.00268831 leaf_count=3580 6255 1552 6728 331 2650 115 2681 3703 181 318 475 121 2869 551 627 313 127 266 758 163 279 280 284 440 214 1009 850 203 813 270 internal_value=0 0.0160068 -0.112054 0.102215 0.075644 -0.026108 -0.057202 0.118042 -0.0268597 -0.204103 0.181701 -0.341845 0.0034036 0.054515 -0.0126155 0.32816 -0.0688249 -0.362192 -0.105845 0.152371 0.20395 0.219515 0.230491 0.240987 -0.378657 0.251131 0.297843 0.238136 0.18855 0.274451 internal_count=39006 32485 18847 13638 13307 11784 11669 10339 3884 2968 6455 7063 8988 6119 5568 940 4628 6521 4501 921 5980 5701 5421 5137 6942 4697 3688 2838 2635 1822 Tree=387 num_leaves=31 split_feature=13 42 14 63 6 10 9 77 35 76 15 70 29 46 57 77 46 63 73 33 33 40 32 78 7 36 37 6 91 68 split_gain=26.1352 19.3735 16.419 13.6713 10.0668 10.0322 10.2495 7.99703 9.58887 7.86053 7.4514 6.70345 6.51618 6.36329 6.03122 5.94951 5.46987 5.79691 4.9065 4.87664 7.7308 4.66405 4.47686 4.41719 4.67758 4.41466 4.22371 3.98688 3.92315 3.71328 threshold=2.5 0.5 1.5 7.5 0.5 5.5 0.5 0.5 1.5 0.5 3.5 2.5 0.5 3.5 1.5 0.5 2.5 0.5 1.5 0.5 2.5 0.5 0.5 0.5 5.5 1.5 0.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -4 6 7 8 9 19 13 23 -3 14 25 -2 17 -9 27 -1 21 22 26 24 -10 -8 -21 29 -11 -19 right_child=15 12 4 -5 -6 -7 10 16 11 28 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 15 12 4 3 4 5 25 17 24 28 10 11 12 13 14 15 16 29 18 26 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0152521 -0.045001 -0.041076 -0.0421032 -0.0517625 0.0428555 -0.0505774 0.0435693 0.00842093 0.00834529 -0.000505306 -0.0233719 0.0660832 0.038236 -0.0294543 -0.0361917 0.00722015 -0.0245988 0.0484097 -0.0243821 0.0425532 -0.0362768 -0.0226161 -0.0164414 0.0307641 -0.0343657 -0.0120737 -0.0177436 0.0858213 0.0542254 -0.0100207 leaf_count=7656 7870 4226 3877 1056 184 3130 1442 1001 1403 210 364 108 212 137 236 304 234 349 111 788 1694 418 340 442 368 156 238 103 162 187 internal_value=0 -0.0243333 0.00636035 0.0348671 -0.324309 0.0502981 0.0618629 0.0251631 -0.0127998 -0.0738537 0.24461 0.138912 -0.35601 0.305562 0.352338 -0.390745 0.190686 0.243444 0.415297 -0.102546 0.039868 0.147744 0.236604 0.0956757 0.0197132 0.392491 0.335031 0.488363 0.297288 0.370827 internal_count=39006 30832 26394 22333 4061 21277 18147 15812 13827 11506 2335 2321 4438 1971 1834 8174 1985 1751 750 11134 3478 1784 1366 2213 1771 1598 1026 639 372 536 Tree=388 num_leaves=31 split_feature=56 35 41 75 32 26 16 46 8 55 58 85 71 24 42 33 39 8 76 14 28 0 47 84 15 13 12 10 63 39 split_gain=18.7219 15.8291 14.6202 13.5097 10.9541 13.4889 11.0339 9.84867 11.5932 9.16134 8.90523 9.00799 11.7254 13.0541 12.8102 10.3222 8.18449 7.70706 7.34532 7.32281 6.90671 12.5793 7.87452 8.20521 6.3073 15.5408 6.26451 6.17641 5.93601 5.8044 threshold=1.5 4.5 2.5 3.5 2.5 0.5 1.5 0.5 1.5 7.5 1.5 1.5 1.5 0.5 0.5 1.5 1.5 0.5 1.5 1.5 0.5 1.5 1.5 0.5 0.5 7.5 2.5 2.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 16 10 11 12 13 14 29 -16 -9 28 -13 -12 22 -22 24 -24 -15 -26 -6 -7 -14 -1 right_child=-2 -3 -4 -5 26 27 -8 8 -10 -11 19 18 17 20 15 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 26 27 6 16 8 9 19 18 28 24 15 15 16 17 18 19 21 21 23 23 25 25 26 27 28 29 leaf_value=-0.0221862 -0.0438718 -0.0485334 -0.0278376 -0.0441415 0.0165841 -0.0102811 -0.0340167 -0.044356 0.0316318 -0.0400821 -0.0354366 0.0117654 0.0254597 -0.00202507 -0.0114412 0.0396954 0.00145644 -0.010301 0.0622903 0.020508 0.00323412 -0.0658182 0.0170864 -0.0124116 0.00307649 0.0490092 -0.041576 -0.0525163 0.00176527 0.0163462 leaf_count=4953 2579 1223 2115 1572 2509 1313 1080 1230 180 256 636 4973 1346 3172 384 211 209 271 117 103 429 126 2352 319 1218 204 135 3279 388 124 internal_value=0 0.0375736 0.0413855 0.0471851 0.0507558 0.0369212 0.0478529 0.0523009 -0.160924 0.0596086 0.0628645 0.0683128 0.041829 0.0172887 -0.109569 0.138463 -0.276909 0.159362 0.125497 -0.206483 0.0478868 -0.184013 0.0588789 0.135218 0.0190041 0.113559 0.153757 -0.145156 0.201195 -0.188597 internal_count=39006 36427 35204 33089 31517 28873 24281 23201 1619 21582 21326 20587 15497 13492 5672 595 1439 2005 5090 739 7820 555 7265 2671 4594 1422 2644 4592 1734 5077 Tree=389 num_leaves=31 split_feature=59 16 91 3 46 14 8 47 0 47 66 54 42 63 39 47 87 67 42 28 85 87 63 15 24 42 33 85 66 9 split_gain=18.0796 12.9832 12.5366 11.1703 10.2894 9.3202 19.4114 9.63922 9.82088 9.23357 7.84036 12.0411 9.15162 7.8063 12.6302 7.87449 10.3517 7.06686 6.90927 6.62731 6.58716 6.4402 6.26059 7.6367 6.06849 7.66484 5.79275 5.68522 5.65413 5.54054 threshold=1.5 1.5 1.5 2.5 1.5 10.5 0.5 4.5 2.5 4.5 0.5 0.5 13.5 3.5 0.5 2.5 1.5 1.5 1.5 0.5 1.5 0.5 0.5 0.5 4.5 0.5 2.5 3.5 1.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 9 8 10 -7 12 13 17 14 27 16 24 26 -4 22 -21 -15 23 -9 25 -16 29 -12 -25 -1 right_child=-2 -3 18 -5 -6 6 -8 19 -10 -11 11 -13 -14 21 15 -17 -18 -19 -20 20 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 18 3 4 9 6 23 8 9 27 11 12 21 25 15 16 17 18 20 20 21 22 28 24 25 26 27 28 29 leaf_value=0.00888521 -0.0351039 -0.0285108 -0.0320795 -0.0418492 -0.0400842 0.0164698 0.0764724 -0.011489 -0.0305549 -0.0564958 -0.0222794 -0.0271225 0.0496027 0.0207994 -0.0137127 -0.0137051 0.0292267 -0.0411364 0.023258 0.0678804 0.00547171 0.00207096 0.0250061 0.0531404 0.0284871 0.0212743 -0.0360841 0.0121818 0.0085523 -0.0302258 leaf_count=8784 4773 1903 2152 2091 943 1041 163 995 727 115 4199 1540 115 797 1689 1206 551 241 116 202 106 1219 903 153 247 271 840 218 545 161 internal_value=0 0.0424321 0.0488648 0.0563838 0.0603821 0.0642061 0.218254 0.0537494 0.0384175 0.121671 0.0443835 -0.00155161 0.0806667 0.0199566 -0.0312225 0.0439203 0.100604 0.0722835 -0.227032 0.169786 0.452718 0.0992898 0.132744 0.0373033 0.00820702 -0.0474075 0.0779552 -0.175044 0.200049 0.0831396 internal_count=39006 34233 32330 30062 27971 27028 1319 25709 22805 1156 22078 11937 10141 10397 8381 3964 2758 10026 2268 2904 308 2016 2596 1693 2207 1960 9785 4417 698 8945 Tree=390 num_leaves=31 split_feature=8 24 42 47 66 59 85 39 14 58 0 13 17 42 42 61 78 14 84 32 75 61 41 84 63 10 25 0 47 85 split_gain=25.9723 16.3505 18.8897 11.9488 11.9154 9.33343 9.04889 8.50889 10.8647 7.67033 7.51907 7.13748 7.19808 6.93008 6.22527 5.98492 7.115 5.27864 9.51874 6.73121 5.36361 5.27173 5.69829 5.07967 5.03204 4.88507 5.09582 7.28933 5.92811 7.87742 threshold=0.5 2.5 0.5 4.5 2.5 0.5 5.5 0.5 3.5 1.5 6.5 4.5 0.5 4.5 4.5 1.5 1.5 2.5 0.5 0.5 0.5 0.5 0.5 2.5 1.5 0.5 1.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 9 6 14 7 8 23 10 15 12 21 -2 17 16 25 18 20 -19 -4 22 -9 -1 -5 26 27 28 -3 -30 right_child=13 3 5 24 -6 -7 -8 11 -10 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=23 13 28 20 24 4 5 6 22 8 9 10 11 12 13 14 15 16 19 18 19 20 21 22 23 24 25 26 27 29 29 leaf_value=-0.0342516 -0.0337034 0.0171539 0.0226092 -0.0313953 -0.0357587 0.0380422 0.0251755 0.0121258 0.00985919 -0.033547 0.0684651 -0.0255757 -0.0262465 0.0303772 -0.033658 -0.0044767 0.0695606 0.0640713 -0.0360159 0.000135172 -0.0374299 -0.00725593 0.05526 0.0303012 0.0356409 -0.01337 0.0564499 -0.0108814 0.103927 0.025609 leaf_count=7757 7523 2072 1197 1307 6571 963 369 1569 452 397 134 939 1240 136 347 1385 104 159 468 211 335 1270 281 114 143 426 109 593 123 312 internal_value=0 0.000666789 -0.064147 0.104393 -0.131038 0.12452 -0.0834412 -0.113004 -0.22501 0.14308 0.162225 -0.0224745 0.0434551 -0.301493 0.0314249 0.144346 0.185005 0.0903108 0.00234891 0.332635 0.146868 0.108487 0.206073 -0.31452 -0.225836 0.163254 0.190026 0.165883 0.215999 0.513761 internal_count=39006 31347 24242 7105 20562 3680 13991 13622 8323 5655 5258 5299 4360 7659 2717 5124 3739 2370 2000 370 1532 3120 1850 7871 1450 3635 3209 3100 2507 435 Tree=391 num_leaves=31 split_feature=33 33 74 38 38 33 13 53 25 36 13 66 7 56 32 85 66 24 47 33 8 72 32 24 53 86 13 47 66 7 split_gain=98.1288 11.222 5.83909 5.25944 5.02422 4.83177 4.27571 3.40374 3.01459 2.46996 2.52198 2.93023 3.57381 1.76418 1.70723 1.28368 0.766014 0.558632 1.08588 0.692286 0.396988 0.853018 0.2702 0.250008 0.331519 0.689874 0.215063 0.148246 0.093688 0.172365 threshold=2.5 6.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 2.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 11.5 8.5 0.5 2.5 0.5 0.5 0.5 0.5 2.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=5 2 4 13 6 20 8 9 14 10 11 12 15 17 -2 16 -7 18 26 -20 23 -22 -9 24 25 27 -3 28 29 -1 right_child=1 3 -4 -5 -6 7 -8 22 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 14 26 2 3 4 16 6 22 8 9 10 11 12 13 14 15 16 17 19 19 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.0465464 0.020467 0.0540748 -0.0520462 -0.00685216 -0.0399329 0.0140048 -0.0261472 -0.049042 -0.0156442 -0.0518061 -0.0510242 -0.0407382 0.0375805 0.0158992 0.0513892 -0.0431326 -0.0159126 0.0624492 0.046404 0.0175373 -0.0198243 -0.0505586 -0.0315469 -0.0499272 -0.0506942 -0.0245696 0.0397577 -0.035005 -0.0510896 -0.0328067 leaf_count=2608 195 786 250 163 236 170 118 3800 137 636 551 702 288 121 155 244 335 151 107 135 522 1064 526 15341 6292 779 120 649 1422 403 internal_value=0 0.237457 0.0204219 0.396198 0.0988782 -0.424158 0.182799 -0.285134 0.276379 -0.182273 -0.119754 -0.0546404 0.0430741 0.456356 0.358367 -0.118268 -0.0268062 0.491974 0.463634 0.309811 -0.472493 -0.372223 -0.463519 -0.479914 -0.453916 -0.424429 0.521241 -0.452757 -0.465029 -0.445587 internal_count=39006 2674 1091 1583 841 36332 605 7252 487 2926 2290 1739 1037 1420 350 749 505 1299 1148 242 29080 1586 4326 27494 12153 5861 906 5082 4433 3011 Tree=392 num_leaves=31 split_feature=10 59 39 41 10 38 71 86 44 75 6 42 8 92 8 41 74 66 56 66 63 57 90 29 13 19 41 13 85 63 split_gain=52.7617 41.1376 27.1158 22.6826 13.2894 10.7465 10.2731 9.97749 9.2568 9.09763 8.95384 8.41208 8.94425 7.57249 6.62161 6.51952 6.43352 6.1755 7.8252 7.47374 7.89809 5.98619 5.98385 6.34483 5.70513 5.5489 5.48541 5.08782 4.99508 5.25685 threshold=6.5 7.5 2.5 0.5 0.5 3.5 2.5 8.5 0.5 1.5 2.5 1.5 10.5 0.5 2.5 8.5 11.5 4.5 0.5 6.5 0.5 2.5 2.5 0.5 5.5 1.5 2.5 2.5 6.5 7.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 13 7 10 26 14 11 12 15 16 21 22 17 18 -1 20 -19 27 23 24 28 -2 -4 -6 29 -5 right_child=25 -3 8 6 9 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=18 25 1 26 29 27 5 6 7 8 9 10 11 12 13 14 15 16 20 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0319721 0.0484903 0.033076 -0.0443809 0.0133452 0.0282304 0.0637282 -0.040731 0.0608428 0.0409497 -0.027469 -0.0470436 -0.0245479 -0.0612512 0.0181437 -0.0412588 0.0442583 0.0454251 -0.0142967 -0.00228097 -0.0230804 0.0467327 -0.0514929 0.0591446 -0.0234279 -0.0523302 -0.00167117 0.0032913 -0.0391619 -0.0286261 0.0588773 leaf_count=10893 3332 2286 6869 3464 1869 224 497 103 319 915 178 542 205 559 302 284 377 641 734 2098 637 157 111 278 313 152 191 201 155 120 internal_value=0 -0.00594805 -0.0473012 -0.0130102 -0.108768 -0.16931 0.0872837 0.105289 -0.347822 0.072911 0.087473 0.102402 0.125498 -0.184012 0.159579 0.137843 -0.207294 -0.218917 -0.268351 -0.066991 0.159017 0.207457 0.115688 0.101716 0.123309 0.442891 -0.393178 0.244608 0.134047 0.14875 internal_count=39006 35522 33236 25857 19607 16163 6250 5753 7379 3444 5650 5472 4930 15939 2529 4725 15380 15003 11627 3376 1278 2227 4441 4330 4052 3484 7060 2070 3739 3584 Tree=393 num_leaves=31 split_feature=22 38 55 24 85 14 42 55 10 15 92 48 79 61 74 70 24 66 41 85 85 75 59 84 39 16 28 66 10 49 split_gain=24.4366 16.7694 12.3497 10.5662 9.68569 7.1875 9.433 6.00272 7.9224 6.67854 5.63863 7.26655 5.88086 5.43583 5.64167 5.94151 7.09562 5.31547 4.84999 4.68032 4.57052 4.46129 5.00251 5.62114 4.38766 4.38465 4.13482 4.12814 4.67495 5.04872 threshold=0.5 0.5 2.5 2.5 1.5 0.5 1.5 0.5 0.5 1.5 1.5 3.5 2.5 0.5 1.5 0.5 0.5 0.5 0.5 3.5 10.5 0.5 0.5 0.5 0.5 1.5 0.5 5.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 13 8 19 -10 11 12 18 14 15 24 17 -17 26 -3 -5 -6 23 -23 27 -20 -2 28 29 -1 right_child=10 7 -4 20 21 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 25 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 26 19 2 20 21 5 6 7 9 9 10 11 12 13 14 17 16 17 25 19 20 23 22 23 24 25 26 27 28 29 leaf_value=-0.00215693 0.0156794 -0.0181135 0.0137016 -0.0394666 -0.00420042 -0.0368693 0.0403169 0.0215965 0.0281631 -0.0149906 -0.0234982 0.0731547 -0.0381625 -0.032594 -0.0471561 0.0976639 -0.00969518 0.0156511 0.0232441 0.0275986 0.028432 0.0109513 -0.0281482 0.0880107 -0.0335984 0.0651548 -0.0242263 -0.0495117 -0.0509725 0.0508377 leaf_count=2488 1285 2112 571 6765 3141 5645 406 768 732 489 207 154 254 5640 1248 130 634 311 555 140 118 334 169 140 2097 132 190 456 1511 184 internal_value=0 -0.0977354 -0.154793 -0.184109 -0.14009 -0.199817 -0.143893 0.0487897 -0.0150827 0.150189 0.162828 0.195142 0.16175 -0.174053 -0.108003 -0.0669096 0.192481 0.542362 0.190088 -0.132931 -0.367085 0.0132639 0.285594 0.462003 -0.134423 0.352299 0.107716 -0.0535621 -0.00490204 0.0486089 internal_count=39006 36229 31988 31417 24534 20750 15105 4241 3473 1221 2777 2570 2416 14699 9059 7811 1075 441 2162 2252 6883 3784 643 474 6736 687 1475 4639 4183 2672 Tree=394 num_leaves=31 split_feature=13 14 37 74 19 67 68 85 10 12 42 4 56 34 70 35 77 53 47 72 67 82 1 2 86 85 38 12 59 85 split_gain=38.3374 26.7732 24.436 16.5488 14.9248 14.7869 13.6569 12.9231 11.3296 10.9094 9.94152 8.78186 8.6006 10.0851 8.80133 8.61033 8.1308 7.58252 7.27954 7.21286 9.76619 11.1954 6.53113 6.0192 5.45108 4.9886 4.24786 4.20814 4.16432 4.05729 threshold=2.5 2.5 1.5 5.5 1.5 7.5 10.5 0.5 6.5 9.5 0.5 0.5 0.5 5.5 1.5 0.5 0.5 5.5 2.5 0.5 0.5 0.5 1.5 0.5 1.5 1.5 3.5 0.5 2.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -2 6 7 8 11 10 22 12 13 14 15 19 29 -12 -16 20 21 27 24 -22 26 -6 -4 -1 -14 -9 right_child=4 -3 9 -5 25 -7 -8 16 -10 -11 17 -13 28 -15 18 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 4 1 26 3 25 5 6 29 8 9 17 11 28 13 18 15 16 17 18 19 23 21 22 23 24 25 26 27 28 29 leaf_value=-0.0240919 -0.0455235 -0.0377087 0.0271481 0.0268098 0.0316416 0.0389223 0.0479455 -0.0190594 -0.0499954 0.0575788 -0.0271779 0.0311743 -0.0102471 0.0654363 0.0341407 -0.0193808 0.00337464 0.0324126 -0.0288575 0.0284564 0.0292963 0.0285651 0.0466026 -0.0336727 -0.0118582 -0.0305826 -0.0317943 0.0127679 -0.0427826 -0.0420891 leaf_count=3576 7738 3593 1488 1061 220 340 321 4723 2857 349 505 562 1243 115 485 1988 636 164 147 785 561 330 628 110 349 207 104 389 1439 1994 internal_value=0 0.0386192 0.0601416 0.0126272 -0.341794 -0.0161255 -0.0341399 -0.0478546 0.00505453 0.240901 0.185893 0.0217942 -0.00155439 0.0424685 0.0250258 -0.0176861 -0.177195 -0.0935137 0.24932 0.0456613 -0.00753037 -0.102335 0.255844 0.214368 0.17946 0.110865 0.240758 -0.191047 -0.164289 -0.247504 internal_count=39006 30841 27248 23661 8165 22600 22260 21939 14586 3587 3238 11729 11167 8485 8370 7738 7353 669 632 5750 4966 4295 2569 671 1941 427 1592 3965 2682 6717 Tree=395 num_leaves=31 split_feature=42 61 39 39 90 61 17 8 58 43 8 28 91 58 10 19 61 14 29 70 13 33 70 76 78 5 75 63 43 66 split_gain=32.9327 26.4941 16.54 15.3328 13.4003 11.0761 10.6627 10.4973 10.0959 11.5712 9.99468 9.71051 8.13624 9.6197 8.36735 7.99171 7.34222 6.58935 6.23457 6.1846 5.88275 5.83518 5.6365 5.45599 5.01594 4.8603 4.81155 4.66874 4.62988 4.37547 threshold=0.5 0.5 0.5 2.5 3.5 10.5 3.5 0.5 5.5 0.5 2.5 2.5 2.5 0.5 0.5 1.5 6.5 3.5 2.5 1.5 4.5 4.5 0.5 0.5 1.5 0.5 0.5 0.5 2.5 7.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 8 7 -5 24 12 9 10 15 28 13 18 22 17 -2 19 -1 20 21 25 -15 -13 -4 26 27 -3 -11 -29 right_child=16 3 6 5 -6 -7 -8 -9 -10 11 -12 23 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=18 16 27 24 5 4 5 6 7 8 28 10 23 12 22 14 15 16 17 18 19 20 21 22 23 24 25 26 29 28 29 leaf_value=-0.012108 -0.0413979 0.0415333 -0.041136 -0.0285886 0.0615131 0.0345179 0.0657157 -0.0344352 0.0430241 -0.00582498 -0.0379581 0.00620666 0.0706472 0.049407 -0.0558352 -0.0176092 0.0207523 -0.0525479 0.0427339 -0.00405618 -0.0367383 -0.0387928 -0.00687536 0.0632544 0.0160331 -0.0310161 0.013074 0.0077467 -0.0373206 0.0481048 leaf_count=8034 6397 2178 6747 2894 112 112 120 2643 391 2678 483 170 140 409 183 552 100 280 119 410 329 473 141 102 215 109 733 665 924 163 internal_value=0 0.0102668 -0.11733 0.0955625 -0.0385769 -0.171484 -0.332668 -0.0672812 0.134915 0.108032 0.1745 -0.0413306 -0.0118995 -0.0317647 0.243992 0.196864 -0.36451 0.224503 -0.0946427 0.236675 0.268082 0.282592 0.345226 0.294516 -0.373914 0.296544 0.309655 0.354617 -0.121883 0.193747 internal_count=39006 32509 18863 13646 11781 3006 7082 11669 10640 10249 6375 3874 9026 8886 733 5892 6497 5340 8153 5060 4650 4321 550 272 6962 3848 3739 3006 3602 828 Tree=396 num_leaves=31 split_feature=13 42 8 66 23 10 71 61 86 77 85 63 12 46 6 54 9 40 54 16 76 75 39 53 36 74 6 44 75 82 split_gain=25.8354 17.22 15.4732 11.7876 7.91313 6.94533 7.00159 6.61249 6.81869 6.38929 6.33641 6.007 6.1431 7.03098 6.72512 6.05511 5.59223 6.41946 5.58282 5.34222 5.89073 4.50875 3.93218 3.90632 3.88003 4.15919 3.85847 3.77772 3.66827 4.36072 threshold=2.5 0.5 4.5 2.5 12.5 1.5 3.5 2.5 0.5 0.5 7.5 7.5 9.5 3.5 0.5 1.5 2.5 2.5 1.5 1.5 0.5 3.5 0.5 6.5 1.5 10.5 0.5 0.5 5.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 18 -9 -2 11 12 13 14 16 27 17 23 19 20 26 -3 -11 24 25 28 -1 -16 29 -5 right_child=9 21 -4 10 -6 -7 -8 8 -10 22 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 9 21 2 29 4 5 6 8 8 22 10 11 12 13 27 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0200558 -0.0457517 -0.039223 -0.0474427 0.0142289 0.0682857 -0.0433573 -0.0483064 0.00852331 0.0773412 0.0413135 -0.0490608 -0.0520093 -0.0329339 -0.0339815 0.0314495 0.0693179 0.0685542 -0.0461931 0.0246916 0.0209249 0.0304672 0.0228512 -0.0365246 -0.0477645 0.0467296 -0.0417637 0.0120195 -0.0217323 0.0463207 -0.011179 leaf_count=7736 7846 4198 2084 4535 175 3875 1288 968 227 106 201 188 300 301 614 220 133 278 437 257 193 206 203 234 309 271 445 185 199 794 internal_value=0 -0.0205448 0.00819344 0.0268679 -0.0668792 -0.081134 -0.0540128 -0.0298256 0.214716 -0.39118 0.10294 0.11464 0.125216 0.140571 0.157762 0.360667 0.117439 0.103084 -0.0721632 -0.104301 -0.138748 -0.340823 0.0694639 0.120072 0.130137 0.112115 -0.168558 0.227032 0.125068 0.106732 internal_count=39006 30851 26447 24363 15601 15426 11551 10263 1195 8155 8762 8561 8373 8073 7772 1019 6753 6620 9068 8631 8374 4404 309 6342 6108 5799 8181 799 5528 5329 Tree=397 num_leaves=31 split_feature=78 59 74 62 46 22 32 41 10 35 7 16 37 0 76 67 63 89 63 42 24 29 7 24 87 39 23 71 85 53 split_gain=17.1987 15.2416 14.8931 13.1351 13.7529 11.356 10.613 11.1222 9.1269 8.79179 9.33207 7.48766 7.38667 8.47712 7.11293 6.44483 8.61016 6.16576 5.71049 6.61093 11.2832 6.65021 6.28299 5.68723 5.57886 4.92486 5.2515 12.6114 7.58748 7.1726 threshold=1.5 2.5 3.5 5.5 1.5 0.5 1.5 2.5 3.5 1.5 0.5 1.5 2.5 4.5 3.5 0.5 0.5 3.5 7.5 0.5 5.5 0.5 2.5 0.5 1.5 14.5 0.5 2.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 11 -11 14 13 18 15 17 -17 25 19 21 -21 22 -8 -7 -3 26 28 -28 -1 -29 right_child=-2 24 -4 -5 -6 23 12 -9 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_parent=28 0 24 2 3 4 23 22 7 8 10 10 11 12 13 14 16 16 17 18 20 20 21 22 23 24 25 27 29 28 29 leaf_value=-0.00181634 -0.0259026 -0.0522506 -0.0465653 0.0703641 -0.0398064 -0.0368418 0.0195054 -0.0376338 -0.0440993 0.00167324 -0.0362141 -0.03987 -0.0284986 -0.0391173 0.0545042 -0.0249716 0.0130905 -0.0529213 0.037078 -0.00728889 0.0383553 -0.0175802 -0.035434 -0.00561329 0.0154416 0.0278837 0.00683668 0.0431133 0.0105525 0.00610095 leaf_count=4308 2243 3026 1537 105 1075 961 3303 971 3541 685 1287 503 201 136 141 1021 386 598 263 730 183 177 207 917 134 264 7385 537 1967 214 internal_value=0 0.0404259 0.0449288 0.0487191 0.0460936 0.0501634 0.0578653 0.0366953 0.0415448 0.0449911 -0.129461 0.0542392 0.126979 0.137521 0.0574337 0.054595 -0.101916 0.0626548 0.147189 0.131507 0.0123589 0.167965 0.184566 -0.145404 -0.394918 0.0647988 0.0600461 0.0910597 0.0242937 0.310187 internal_count=39006 36763 33603 32066 31961 30886 29008 23808 22837 19296 1972 17324 5200 4999 16821 16680 1407 15273 4863 4600 913 3687 3510 1878 3160 14675 14411 8136 6275 751 Tree=398 num_leaves=31 split_feature=59 91 16 46 10 41 15 13 0 68 33 74 38 63 42 85 58 19 23 33 33 92 37 13 26 20 23 47 55 55 split_gain=17.6677 11.7282 12.0138 9.76244 9.07687 7.48258 8.05942 7.2439 7.81896 6.95318 6.29226 6.335 5.95918 5.91143 5.9525 5.74111 5.54632 5.16823 4.9984 7.77119 6.64966 5.3494 4.97614 5.73115 5.418 6.1167 5.58759 5.53866 5.084 4.68485 threshold=1.5 1.5 1.5 1.5 5.5 2.5 9.5 10.5 2.5 2.5 11.5 6.5 3.5 23.5 13.5 1.5 3.5 2.5 7.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 -3 17 18 20 -20 21 22 24 -24 25 28 -27 -26 -1 -17 right_child=-2 15 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 29 -18 -19 19 -21 -22 -23 23 -25 27 26 -28 -29 -30 -31 leaf_parent=28 0 15 2 3 4 5 6 7 8 9 10 11 12 13 14 29 16 17 19 19 20 21 23 23 27 26 26 27 28 29 leaf_value=0.00387617 -0.0351658 -0.0342641 -0.0272808 -0.0394387 -0.0449202 -0.0262707 0.0413478 0.0207422 -0.0239441 -0.0398113 -0.0512337 -0.051854 -0.0391502 0.0449603 0.0371844 -0.0134961 -0.0463467 -0.0211573 0.0084264 0.0535204 -0.00291856 -0.0158875 0.00858645 0.0272278 0.0151772 0.0564769 0.00605423 0.0605114 0.0183083 0.0561977 leaf_count=10277 4784 1871 1797 998 3191 719 242 1112 675 1232 751 750 334 106 139 386 305 357 511 188 3627 385 1582 806 528 115 147 140 831 120 internal_value=0 0.0451273 0.0522754 0.0584673 0.0621481 0.0652035 0.0691548 0.0650529 0.0560301 0.0610202 0.0639241 0.0660312 0.06813 0.07065 0.0676013 -0.22263 0.0637469 0.0658457 0.0695772 0.23803 0.063554 0.0786293 0.0841345 0.161861 0.0681234 0.0588397 0.318832 0.244143 0.0513697 0.0776112 internal_count=39006 34222 31845 30048 29050 25859 25140 24898 23786 23111 21879 21128 20378 20044 19938 2377 19799 19494 19137 699 18438 14811 14426 2388 12038 11370 262 668 11108 506 Tree=399 num_leaves=31 split_feature=23 41 8 87 42 39 17 15 84 85 88 59 15 58 85 61 61 71 78 13 24 13 47 53 62 58 75 32 13 23 split_gain=22.3107 14.3623 14.5963 13.0899 9.90583 11.095 8.7322 8.58712 8.15628 7.29173 6.76824 6.76373 6.08868 6.01959 5.7008 6.02918 5.26852 5.23895 6.65078 5.21038 5.15062 5.13573 4.97277 4.23734 4.72836 4.68289 4.30062 4.56232 4.20736 4.04019 threshold=3.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 2.5 7.5 0.5 1.5 0.5 1.5 0.5 0.5 2.5 0.5 1.5 4.5 7.5 9.5 1.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 8 13 28 -1 -2 20 12 14 16 15 22 17 18 -3 23 -7 -16 -5 24 25 26 27 -14 -6 -13 right_child=9 6 -4 11 7 10 -8 -9 -10 -11 -12 29 19 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=8 9 18 2 22 28 20 6 7 8 9 10 29 27 13 21 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0311808 -0.0374246 0.0138604 -0.0269014 0.0261806 0.0497711 -0.0010606 -0.0277607 -0.008165 0.0490304 0.0162834 -0.0357383 0.0807188 0.0486056 -0.0240178 0.00311341 -0.0106578 -0.00453662 0.0550243 0.0745568 -0.0202537 0.0482022 0.0359762 0.0688913 -0.0195861 -0.041157 -0.0262815 -0.034745 0.0115814 0.00955331 0.0131117 leaf_count=7226 8807 1428 4311 546 416 4123 914 1178 116 295 1048 108 410 253 2511 265 398 533 109 1121 204 342 257 597 136 205 116 535 330 168 internal_value=0 0.00865998 -0.0202898 0.00679546 -0.0766936 -0.131727 0.208685 0.111279 -0.277193 -0.310211 -0.0287554 0.0870381 0.0710949 0.265948 0.131957 0.288448 0.308341 0.365882 0.238249 -0.0330759 0.0187318 0.0718618 0.379191 0.0537385 0.126229 0.174674 0.238968 0.289492 0.316522 0.512846 internal_count=39006 29904 26269 21958 14641 12717 3635 1924 7342 9102 5375 7317 7041 2721 3921 1068 2468 2070 1537 3120 4327 2853 803 1999 1402 1266 1061 945 746 276 Tree=400 num_leaves=31 split_feature=33 33 38 37 74 82 33 13 23 23 47 33 32 66 47 56 24 8 23 61 23 53 47 23 39 39 23 86 24 7 split_gain=90.4942 10.0572 8.3934 3.97931 3.42147 3.38538 3.16384 2.8384 2.68498 2.44438 1.92336 1.76196 1.44201 1.28615 1.53973 1.19889 0.874293 0.721797 1.34943 0.650648 0.438282 0.365419 0.30039 0.247067 0.202383 0.134718 0.234467 0.296524 0.513672 0.20822 threshold=4.5 1.5 0.5 0.5 0.5 0.5 7.5 2.5 0.5 5.5 1.5 0.5 0.5 3.5 1.5 0.5 0.5 8.5 4.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 11 6 4 5 7 10 8 -3 -4 20 17 -10 14 16 21 19 25 -19 23 -2 -8 -23 -13 -16 26 27 29 -29 -1 right_child=2 3 9 -5 -6 -7 15 -9 12 -11 -12 13 -14 -15 24 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=29 20 8 9 3 4 5 21 7 12 9 10 23 12 13 24 15 16 18 18 19 20 22 22 23 24 25 26 28 28 29 leaf_value=-0.0481491 0.0447261 0.0386994 0.00430555 -0.0519407 -0.0509224 -0.0500967 0.0534807 -0.0371296 -0.0198202 -0.0550483 -0.00203791 -0.00924051 0.0194779 -0.0507423 0.00611041 0.019467 -0.0476342 -0.0466394 -0.00386736 -0.0443859 0.0230797 0.0512658 0.0325454 -0.0281098 -0.0137303 -0.0501602 -0.0507017 -0.0207305 -0.0507555 -0.0373915 leaf_count=5118 123 209 130 823 369 196 977 207 303 157 100 305 173 1944 348 100 1461 1116 447 636 119 111 116 494 504 13698 6532 588 527 1075 internal_value=0 -0.3964 0.316553 -0.140275 -0.0580522 0.0142398 0.389025 0.0869156 0.165093 -0.182125 0.199835 -0.447884 -0.0136666 -0.342805 -0.281541 0.471496 -0.350169 -0.474288 -0.334986 -0.254416 0.341717 0.502164 0.414109 -0.170938 -0.0401399 -0.484498 -0.467841 -0.442859 -0.338999 -0.462376 internal_count=39006 37073 1933 2280 1457 1088 1646 892 685 287 342 34793 476 5692 3748 1304 2896 29101 1563 1435 242 1204 227 799 852 27538 13840 7308 1115 6193 Tree=401 num_leaves=31 split_feature=60 59 13 71 33 85 86 8 38 10 58 24 37 61 58 13 92 63 56 10 35 41 66 74 56 67 24 91 66 41 split_gain=48.9095 36.4896 22.0584 14.7099 14.3542 13.259 12.1313 10.8437 8.74595 8.71187 10.6955 10.5161 8.33248 8.28406 8.17796 8.12047 7.40379 7.16939 7.03648 6.54814 6.49217 6.28487 5.828 5.63815 5.78476 5.47422 5.27152 7.08643 5.06515 4.42244 threshold=0.5 0.5 2.5 1.5 1.5 0.5 5.5 9.5 6.5 5.5 0.5 0.5 3.5 4.5 5.5 0.5 0.5 6.5 2.5 0.5 1.5 0.5 4.5 11.5 1.5 0.5 1.5 1.5 3.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 12 14 8 9 10 15 -12 18 19 26 16 17 20 21 -2 23 -3 -4 24 25 29 -7 -28 -17 -1 right_child=13 5 22 -5 -6 6 -8 -9 -10 -11 11 -13 -14 -15 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 19 21 22 3 4 26 6 7 8 9 11 11 12 13 14 28 16 17 18 19 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.00489956 0.0137406 0.00527033 -0.0481032 -0.0387916 -0.0374511 -0.000603372 0.0505723 -0.0411552 0.0870599 0.0362994 -0.0153429 0.03633 -0.02691 -0.0331306 0.0569629 -0.0301858 0.0390584 0.0551368 0.0456729 0.0487073 -0.0310399 0.0269653 -0.000706961 0.0722416 0.0301319 -0.0273935 -0.0357003 0.025288 0.000716765 0.0233895 leaf_count=3683 489 2069 6464 3140 2614 1460 135 1568 120 857 515 1078 270 114 124 2535 364 215 792 3012 1119 2119 456 258 210 862 1134 180 819 231 internal_value=0 -0.0101855 -0.102062 -0.0603285 -0.0305934 0.129579 -0.0155952 -0.000446374 0.0202759 0.0117881 -0.00888628 0.208944 0.210612 0.384869 -0.0732309 -0.0522181 0.00327811 -0.0241983 0.234626 0.417709 -0.0433724 0.188635 -0.410339 -0.00470053 -0.0188204 -0.0523629 -0.108222 -0.257839 -0.207041 -0.00169513 internal_count=39006 35391 27108 20188 17048 8283 3033 14434 12866 12746 11889 1593 5250 3615 2898 10296 6942 6578 4980 3501 6363 4188 6920 5244 4986 4776 2774 1314 3354 3914 Tree=402 num_leaves=31 split_feature=22 91 8 39 74 9 2 35 75 71 8 28 63 68 82 86 55 44 85 55 19 23 92 38 63 44 48 84 21 9 split_gain=21.5447 13.6126 12.4598 10.5507 9.35988 8.3472 8.21658 7.76095 8.04811 8.867 8.19796 7.27788 7.03112 5.58893 5.69956 7.43572 5.54833 5.47954 5.28327 4.95059 5.42861 5.33605 4.59331 4.51876 4.23106 4.22932 4.22487 3.94428 5.52808 7.94402 threshold=0.5 0.5 4.5 0.5 2.5 2.5 2.5 1.5 3.5 1.5 0.5 0.5 4.5 10.5 5.5 0.5 3.5 0.5 1.5 2.5 0.5 8.5 1.5 0.5 9.5 0.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 12 7 8 9 10 23 -12 19 14 22 -16 17 -3 -7 20 21 -5 27 -1 -14 -9 -22 28 29 -2 right_child=13 16 -4 5 -6 18 -8 25 -10 -11 11 -13 24 -15 15 -17 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 29 17 2 21 4 18 6 25 8 9 11 11 24 13 15 15 16 17 18 19 26 21 22 23 24 25 26 27 28 29 leaf_value=0.00589079 0.00269131 -0.0397694 -0.0414444 -0.0279761 -0.037088 0.0823967 -0.0520772 -0.0306524 -0.0425763 -0.020853 0.032684 0.118417 0.0662657 -0.0524354 -0.00876239 0.0714301 0.0159199 0.00632584 0.00675359 0.014597 -0.0122188 0.0334043 -0.0266434 0.0256101 -0.00628784 0.0319109 0.0321678 0.027269 -0.0322285 0.0633881 leaf_count=5458 889 7656 2033 9980 1365 136 1610 1453 484 1058 877 115 178 264 112 154 100 295 188 206 1348 188 139 865 123 108 407 721 339 157 internal_value=0 -0.0853714 -0.0526366 -0.0324963 0.0357151 -0.127992 0.0600793 0.0759481 0.106989 0.126274 0.161308 0.414832 -0.157462 0.160402 0.179155 0.477632 -0.295838 -0.341686 0.291699 -0.181937 -0.207165 -0.259102 0.13408 0.114058 0.2981 -0.212193 -0.0190717 0.16524 0.0577466 0.142957 internal_count=39006 36231 28180 26147 13393 12754 12028 10418 8857 8373 7315 992 12430 2775 2511 266 8051 7951 324 12129 11923 10168 2245 6323 301 1561 1755 2106 1385 1046 Tree=403 num_leaves=31 split_feature=13 89 46 74 34 67 12 18 15 70 39 83 19 67 77 86 68 16 68 50 42 78 9 47 66 74 82 72 78 89 split_gain=34.0187 25.4021 19.8237 19.1433 18.548 15.0432 15.4719 10.7871 9.71309 8.38506 8.38172 8.85761 8.10537 7.53711 8.12731 8.95682 7.18292 7.57256 7.09353 6.72927 6.02957 5.70135 5.48324 6.62147 5.16739 5.01939 5.92936 8.107 5.00179 4.97451 threshold=3.5 1.5 0.5 0.5 7.5 6.5 9.5 3.5 0.5 3.5 1.5 0.5 2.5 4.5 5.5 0.5 14.5 0.5 3.5 0.5 0.5 0.5 0.5 1.5 6.5 19.5 0.5 1.5 1.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 10 25 13 11 18 -2 14 15 19 17 29 20 21 -1 24 23 -19 -4 26 27 -5 -10 -3 right_child=12 16 9 8 -6 -7 -8 -9 28 -11 -12 -13 -14 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 12 29 24 27 4 5 6 7 28 9 10 11 12 13 14 15 16 23 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.016927 -0.046657 0.0182326 0.0141945 -0.00269785 0.05608 0.0387417 0.0702778 0.0429842 -0.00322346 0.040427 -0.0397983 0.0495262 0.0154437 0.0365854 0.0443387 -0.026318 0.0504854 0.0113496 0.0279789 0.0594881 -0.0421706 -0.0391389 0.0234666 -0.0420258 -0.0346004 0.052063 0.0336828 0.0462629 -0.0537277 0.0440085 leaf_count=13296 6281 1051 1109 1798 184 199 101 112 2396 349 4902 218 134 334 132 580 620 189 114 107 2328 168 196 176 119 229 428 309 254 593 internal_value=0 0.0365494 -0.00834557 -0.0604755 -0.134347 -0.156528 -0.180252 -0.195938 0.0810816 0.14725 -0.211645 -0.169631 -0.391502 0.0940587 0.0394884 -0.0080594 0.223165 0.179796 -0.18488 0.084666 -0.202754 0.0371711 -0.00867067 -0.158592 0.0895375 0.178393 0.140731 0.0545395 -0.0779232 0.258655 internal_count=39006 32591 29766 26868 21454 21270 21071 20970 5414 2898 20858 15956 6415 2549 2215 2083 2825 2205 15738 1503 15624 1396 561 365 1228 2764 2535 2107 2650 1644 Tree=404 num_leaves=31 split_feature=61 39 87 39 10 8 66 71 23 46 66 70 24 59 16 10 63 13 42 66 15 91 74 7 66 7 43 0 24 17 split_gain=28.7543 22.9893 14.0408 11.9924 11.9255 12.4911 9.67827 8.52835 8.67845 7.44184 6.82368 6.10936 5.52229 5.51651 5.42374 5.35427 5.31252 5.08359 5.09047 4.65564 4.5305 8.74945 6.23722 5.2621 4.34719 4.32545 4.26757 5.24667 4.5369 4.20758 threshold=1.5 1.5 1.5 3.5 0.5 0.5 0.5 5.5 3.5 0.5 5.5 3.5 0.5 5.5 3.5 3.5 5.5 4.5 0.5 10.5 0.5 0.5 1.5 5.5 13.5 1.5 0.5 1.5 4.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 7 5 6 -1 8 11 13 -5 15 -10 17 -6 16 24 18 20 -4 21 23 -22 -8 26 -7 27 28 -2 -3 right_child=3 29 19 10 14 25 9 -9 12 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=6 28 29 19 10 14 25 23 7 12 9 10 11 12 13 14 15 16 17 18 19 22 21 22 23 24 25 26 27 28 29 leaf_value=-0.014884 0.0263309 -0.0434706 -0.0488553 -0.0344678 -0.0297647 -0.0335993 0.00290029 -0.0469755 -0.018093 -0.0219904 0.0244135 -0.0354804 0.0107671 -0.0507739 0.0417868 -0.043978 -0.033452 -0.0511806 -0.0331256 0.0142381 0.0184135 0.0477386 0.0569065 0.0448689 0.0569206 0.00679861 0.0111512 0.052996 -0.0250252 -0.000134765 leaf_count=4205 1827 6998 2453 1784 6298 2487 2564 586 985 668 158 138 1098 588 143 646 215 344 365 102 926 444 258 128 179 238 1125 320 132 604 internal_value=0 -0.10812 -0.0550665 0.102201 -0.0242264 0.0192619 0.0665305 0.136344 0.150198 0.119496 -0.209476 0.209943 0.0039082 0.151694 -0.254896 0.225287 0.237016 0.165144 0.177465 -0.407192 0.19418 0.134531 0.325224 0.0704601 0.250797 -0.244933 0.230067 0.288282 0.235933 -0.390209 internal_count=39006 29813 22211 9193 19656 13215 10490 7251 6665 6285 1942 4582 2083 5617 6441 4444 3798 5029 4685 2555 4320 3136 1184 2692 3583 2725 3404 2279 1959 7602 Tree=405 num_leaves=31 split_feature=13 42 8 14 57 9 65 66 24 77 77 52 58 54 46 52 31 82 63 12 29 91 41 75 39 14 74 19 10 65 split_gain=22.3772 15.5882 14.0043 11.829 11.0853 9.38644 8.57864 9.11576 6.85046 6.14975 5.70425 5.64985 5.54379 5.5011 5.38174 5.32518 9.02151 5.30397 4.94347 4.88572 4.81205 4.60397 4.48251 4.4698 4.05997 3.94739 4.53117 4.9739 3.86918 3.81082 threshold=2.5 0.5 4.5 3.5 0.5 0.5 3.5 1.5 0.5 1.5 0.5 1.5 0.5 1.5 3.5 0.5 0.5 1.5 2.5 4.5 0.5 0.5 0.5 5.5 0.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 10 15 -2 11 13 -10 24 19 23 -17 -6 -8 22 -3 -14 25 -9 -1 26 27 28 -7 -12 right_child=9 20 -4 -5 17 14 18 8 12 -11 29 -13 21 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 9 20 2 3 17 28 18 23 12 9 29 11 21 13 14 16 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0150764 -0.043399 -0.0382463 -0.0470809 -0.0426121 -0.0346499 0.0334628 0.055575 0.00731168 -0.0138834 0.0156056 2.92192e-05 0.0275334 0.0279703 0.0374516 -0.029754 0.0803991 0.0013223 0.00505114 -0.0193901 -0.0371869 0.0323119 -0.0306057 0.0100104 0.0411927 -0.0405141 -0.00450297 0.0750072 0.0810092 -0.0290226 0.0575948 leaf_count=4930 8029 4219 2051 1832 2976 333 422 3080 2705 122 278 238 639 219 144 210 158 973 107 115 219 243 776 195 2785 196 306 116 257 133 internal_value=0 -0.0237428 0.00346752 0.0208312 0.0369641 0.0644097 0.0285603 0.00975069 0.0759595 -0.376115 -0.111091 -0.155986 -0.0463252 -0.193095 0.247567 0.152068 0.43513 -0.21813 0.410046 0.289758 -0.333411 0.165902 0.323758 0.110602 -0.222913 0.420779 0.479597 0.348638 0.223581 0.203968 internal_count=39006 30855 26417 24366 22534 18585 16342 15813 7230 8151 8583 8172 3587 7934 2243 3643 368 3949 529 2099 4438 882 1984 3275 7715 1208 1012 706 590 411 Tree=406 num_leaves=31 split_feature=56 78 75 71 79 74 47 76 54 28 24 55 15 20 47 13 66 8 7 20 63 39 33 37 17 65 46 87 59 24 split_gain=15.2143 14.3489 12.3262 10.8179 11.5219 10.9479 9.74591 9.25729 8.90123 10.5116 13.1545 9.15234 7.70223 17.63 8.15827 11.3506 8.85434 7.47668 7.02342 6.82058 6.47175 7.1081 10.5618 6.10127 7.25137 5.67253 5.4497 5.36204 5.32191 4.84368 threshold=1.5 1.5 3.5 1.5 1.5 1.5 3.5 3.5 0.5 0.5 2.5 7.5 0.5 0.5 8.5 8.5 4.5 1.5 2.5 1.5 8.5 0.5 6.5 0.5 0.5 0.5 0.5 1.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 28 8 11 10 -10 12 14 20 15 18 -16 -6 19 25 21 22 -14 24 -15 26 29 -7 -5 -1 right_child=-2 -3 -4 6 17 27 -8 -9 9 -11 -12 -13 13 23 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 28 17 27 6 7 10 9 10 11 22 24 16 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00206457 -0.0415914 -0.0242504 -0.0456824 0.00934328 -0.0378845 -0.0356587 0.0354222 0.0556008 -0.0175387 -0.038902 0.0223425 -0.045067 -0.0183114 0.0531975 0.0563671 -0.0179579 -0.0089491 0.0253842 -0.038338 -0.0314949 0.0297729 0.00705733 0.0655291 0.00157191 0.0132697 -0.0107226 -0.0324929 0.00815353 -0.0576106 0.0104735 leaf_count=6391 2552 2043 1488 3976 3175 1679 600 169 1698 775 420 234 1929 522 219 734 121 224 477 172 257 3636 170 246 268 1148 294 150 111 3128 internal_value=0 0.0284877 0.0352368 0.0385093 0.0198113 0.0262881 0.114594 0.0330727 0.0300337 -0.10484 -0.0228604 0.0414292 0.0449119 0.0990159 0.0180654 0.0103899 0.317968 -0.271626 0.0276802 0.0330745 0.0570742 0.0390992 -0.12313 0.338039 0.410145 0.0393431 0.0519453 -0.243941 0.0874817 0.0570587 internal_count=39006 36454 34411 32923 28236 24837 4687 23008 22839 2893 2118 19946 19712 7028 12684 12344 340 3399 11610 11133 5992 5735 2099 1036 790 10961 9813 1829 4087 9519 Tree=407 num_leaves=31 split_feature=56 91 3 13 46 16 15 36 55 92 41 55 10 14 39 8 71 87 63 32 13 84 56 73 55 67 61 76 28 54 split_gain=15.558 11.4116 10.682 10.5178 9.06288 8.24861 7.03606 6.63044 6.37078 5.99446 5.75503 5.7205 6.06099 5.71197 10.1891 10.4841 6.28783 7.56837 8.53641 6.28237 5.44059 6.18165 5.30929 5.22922 5.22692 4.81435 4.77755 5.38124 5.92924 11.4243 threshold=0.5 0.5 2.5 0.5 1.5 1.5 6.5 0.5 2.5 0.5 1.5 2.5 1.5 0.5 0.5 15.5 0.5 1.5 5.5 0.5 10.5 0.5 1.5 2.5 0.5 0.5 3.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -2 5 6 9 -8 10 11 20 13 -13 14 15 16 17 18 19 -1 21 -3 25 26 -15 -5 27 28 -16 -30 right_child=3 8 -4 22 -6 -7 7 -9 -10 -11 -12 12 -14 24 23 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=19 3 21 2 25 4 5 7 7 8 9 10 12 12 24 28 15 16 17 18 19 20 21 22 23 24 25 26 27 29 29 leaf_value=-0.0391403 -0.0401271 -0.0158716 -0.0464553 -0.00642321 -0.0421594 -0.0236523 0.0188153 0.0716443 0.0429443 -0.0149335 -0.0377548 0.0167721 0.068591 0.00936741 0.00720235 0.020217 0.0108509 0.00284925 0.0012222 -0.00301261 0.0286282 0.00876377 -0.0405781 -0.0354683 0.0276336 0.0381987 0.035358 -0.0306429 -0.00130906 0.0738201 leaf_count=4247 4114 4181 1641 795 786 1308 613 106 111 833 1268 314 106 6452 5637 295 895 536 278 841 188 876 659 175 539 287 358 216 204 147 internal_value=0 0.0500441 0.0652171 -0.200504 0.0690045 0.0724992 0.0775848 0.256756 -0.0760535 0.0699798 -0.0957271 0.0754977 0.280074 0.0697105 0.0383811 -0.053978 -0.103988 -0.147201 -0.222904 -0.314199 -0.0626089 -0.0908709 0.0020913 0.0808161 0.108511 0.103229 0.0875568 0.0773188 0.0856206 0.349363 internal_count=39006 33151 26527 5855 24886 24100 22792 719 6624 22073 6513 21240 420 20820 13829 7092 6797 5902 5366 5088 5245 5057 1741 6737 6991 1082 6562 6204 5988 351 Tree=408 num_leaves=31 split_feature=31 41 53 66 24 48 55 42 59 37 75 85 8 42 14 16 59 61 58 58 78 71 33 14 91 47 8 18 47 13 split_gain=22.3302 13.4999 15.0416 15.157 10.79 7.9688 7.94914 6.91337 6.50312 8.88654 6.0235 8.03717 6.32929 5.9633 6.00313 5.85653 5.5076 5.84176 5.70239 5.41151 5.37248 5.87208 5.28582 5.15994 5.00682 5.52532 4.5513 5.19743 6.18816 6.55185 threshold=1.5 1.5 3.5 0.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 6.5 0.5 3.5 0.5 0.5 6.5 4.5 1.5 0.5 1.5 0.5 1.5 9.5 0.5 0.5 0.5 0.5 4.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 8 6 16 23 -2 9 10 11 12 15 14 -10 19 17 18 20 22 21 -3 24 -5 -1 -26 27 28 29 -6 right_child=7 5 -4 4 26 -7 -8 -9 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=24 7 21 2 23 29 5 6 7 14 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 25 25 26 27 28 29 leaf_value=0.0110367 -0.0380057 0.0154808 -0.030016 -0.0345616 -0.00491754 -0.019402 0.0343399 0.022152 -0.00775866 -0.0180711 -0.0235517 0.0460121 -0.0275514 0.0512354 0.0389308 -0.0330676 -0.0419424 -0.0355531 -0.0176471 -0.0247557 0.0780121 0.0498649 -0.0352186 0.0146133 0.0194446 0.0677552 -0.0411577 0.0562375 -0.0272696 0.0260647 leaf_count=4153 7505 1044 4242 6833 2204 1225 472 252 869 1512 630 272 650 154 216 253 713 198 210 277 148 437 811 355 422 170 544 146 1284 805 internal_value=0 0.0096142 -0.0184794 0.0060903 -0.111254 0.202619 -0.258381 -0.322414 0.0707049 0.0429071 0.0784551 0.0983443 0.0738538 0.252174 0.118332 0.0951771 0.266125 0.295586 0.329901 0.112352 0.375241 0.317032 0.131887 -0.303489 0.146844 0.340664 -0.00794164 0.0190968 -0.00538034 0.0565167 internal_count=39006 31249 27274 23032 12643 3975 7660 7757 10389 9150 7638 7008 6736 1239 1085 6086 2750 2037 1839 5833 1629 1481 5556 7188 4745 592 4983 4439 4293 3009 Tree=409 num_leaves=31 split_feature=33 82 66 42 53 33 31 33 15 13 47 23 13 24 82 8 23 61 15 33 91 39 23 86 47 66 7 43 23 84 split_gain=81.1845 10.2949 8.31819 6.17766 6.07643 5.1353 3.05845 2.85117 2.73766 2.39694 3.06042 2.56634 1.32064 1.01764 0.827525 0.717515 1.35071 0.399702 1.35947 0.199453 0.145039 0.144971 0.243091 0.295065 0.244881 0.239481 0.111447 0.0930507 0.082858 0.0679319 threshold=2.5 0.5 5.5 0.5 2.5 0.5 0.5 5.5 1.5 2.5 1.5 0.5 0.5 0.5 1.5 8.5 4.5 0.5 0.5 8.5 0.5 0.5 1.5 0.5 2.5 0.5 0.5 2.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=5 2 3 4 7 15 8 12 9 10 11 13 -2 -7 -3 21 -17 18 19 -9 -10 22 23 24 26 -25 -1 -23 -13 -8 right_child=1 14 -4 -5 -6 6 29 17 20 -11 -12 28 -14 -15 -16 16 -18 -19 -20 -21 -22 27 -24 25 -26 -27 -28 -29 -30 -31 leaf_parent=26 12 14 2 3 4 13 29 19 20 9 10 28 12 13 14 16 16 17 18 19 20 27 22 25 24 25 26 27 28 29 leaf_value=-0.0488391 0.0333025 -0.020621 -0.043171 -0.0126975 -0.0187691 0.013323 -0.0511988 0.040652 -0.050749 -0.0509181 0.030425 -0.0444242 0.0030525 -0.0243042 -0.0561778 -0.0465542 -0.00356368 0.0548529 0.0147317 0.0520394 -0.0371501 -0.0505668 -0.0506578 -0.0221217 -0.0311232 -0.042843 -0.040288 -0.0408844 -0.0333044 -0.0424502 leaf_count=4663 201 179 162 168 177 264 2065 179 1099 555 481 345 109 227 234 1130 445 483 103 671 857 12908 6536 472 554 630 933 780 627 769 internal_value=0 0.205266 0.261551 0.304516 0.35896 -0.418996 -0.271616 0.406564 -0.190922 -0.106204 -0.0437049 -0.150456 0.230561 0.0271934 -0.393411 -0.472206 -0.332649 0.481981 0.442037 0.491127 -0.445752 -0.482892 -0.46508 -0.439153 -0.459391 -0.334305 -0.473571 -0.501104 -0.37958 -0.489808 internal_count=39006 2666 2253 2091 1923 36340 7289 1746 4455 2499 1944 1463 310 491 413 29051 1575 1436 953 850 1956 27476 13788 7252 6150 1102 5596 13688 972 2834 Tree=410 num_leaves=31 split_feature=60 59 39 41 10 56 86 31 37 58 66 10 42 86 90 10 51 74 71 45 41 82 43 41 32 17 70 31 28 47 split_gain=46.5696 31.9214 24.7094 18.3765 11.3961 9.32796 8.70721 10.5398 9.3771 8.33629 7.91828 7.73194 7.10191 6.94761 6.59857 6.90073 7.14414 6.12467 5.57155 5.45193 5.34475 5.02307 4.8843 4.87578 4.77711 4.59874 4.85412 4.44183 5.10327 4.47397 threshold=0.5 7.5 2.5 0.5 6.5 0.5 6.5 6.5 3.5 3.5 9.5 2.5 3.5 1.5 2.5 1.5 0.5 0.5 2.5 2.5 2.5 0.5 0.5 5.5 1.5 1.5 0.5 1.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 9 7 8 12 13 20 -2 14 19 15 16 18 -6 23 -1 -4 -7 -15 24 27 26 -3 28 29 -5 right_child=11 25 10 6 17 21 -8 -9 -10 -11 -12 -13 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 11 26 20 29 17 21 6 7 8 9 10 11 12 22 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0224092 0.0164776 0.0286292 -0.0439446 0.0141526 0.0493279 0.0137437 0.0492982 -0.0494969 -0.0396753 0.0497739 0.049943 0.0483509 -0.0437304 0.0417713 0.0614616 0.0335676 -0.0232759 -0.0286408 -0.0353337 0.0413439 0.00699628 -0.0156683 -0.0224096 0.0331869 -0.0187413 0.047297 -0.015229 -0.00766753 0.0373191 -0.0202135 leaf_count=15984 791 1165 6867 1403 691 1122 148 265 344 356 185 2858 337 364 108 735 301 100 359 104 185 859 248 375 563 782 191 575 306 335 internal_value=0 -0.0123246 -0.0480852 -0.0154696 -0.102049 -0.124776 0.0785584 0.0591422 0.0775436 -0.175466 -0.351088 0.377935 0.0973052 -0.189975 0.111137 0.0971379 0.0653785 0.324626 0.0951879 -0.21301 -0.389404 0.0401502 0.171036 0.112186 0.0806643 0.308931 0.208204 0.109604 0.152509 0.101316 internal_count=39006 35357 33219 25982 19828 19037 6154 6006 5741 17056 7237 3649 5397 16700 5060 4952 4217 791 3916 16088 7052 1981 612 3557 3182 2138 1356 2619 2044 1738 Tree=411 num_leaves=31 split_feature=31 8 91 14 66 39 55 55 12 26 84 84 74 9 63 92 68 83 48 32 63 42 71 85 84 23 46 73 24 29 split_gain=17.1346 22.982 13.4732 10.7378 10.5999 10.2517 9.72365 8.21146 7.99163 6.67599 6.58694 6.08389 5.71523 5.57631 5.68595 5.50609 5.28426 5.3957 5.58711 5.62019 5.05794 4.79061 4.9194 5.57358 4.32032 4.21294 4.1653 4.06512 3.82082 5.76719 threshold=1.5 10.5 0.5 3.5 1.5 6.5 0.5 2.5 8.5 2.5 7.5 0.5 7.5 0.5 0.5 2.5 10.5 0.5 3.5 1.5 1.5 7.5 1.5 0.5 0.5 0.5 4.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 8 3 4 5 9 24 -4 12 10 11 13 15 14 -1 16 17 18 19 26 -15 22 -13 -24 -6 -16 28 -8 29 -2 right_child=1 -3 7 -5 6 -7 27 -9 -10 -11 -12 21 -14 20 25 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=14 29 1 7 3 24 5 27 7 8 9 10 22 12 20 25 15 16 17 18 19 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.00715602 0.0331946 -0.0459453 -0.0380642 -0.0407626 -0.0291213 -0.0496504 0.0363742 0.0209056 -0.0543827 -0.0533233 -0.0359967 0.0329865 -0.0517496 0.035704 0.0382176 -0.0268085 -0.0442409 -0.0363662 0.0744616 -0.00936369 -0.0278164 -0.0265173 -0.0464391 0.0251603 -0.00291689 0.00173789 0.0727472 -0.027226 0.00873888 -0.0142702 leaf_count=6767 2616 1698 7121 2084 6251 1093 343 128 302 1363 231 1243 397 689 710 145 426 225 134 550 155 171 290 188 1053 1103 105 196 874 355 internal_value=0 0.0974555 -0.0891676 -0.0535476 -0.0327547 0.0241341 -0.168011 -0.312892 0.156928 0.0444396 0.056822 0.074118 0.175118 0.0234044 -0.0146357 0.188622 0.208735 0.222871 0.239243 0.219019 0.25246 0.210858 0.253258 -0.0413906 -0.229967 0.167362 0.253218 0.216784 0.234681 0.291571 internal_count=39006 7827 31179 23930 21846 14003 7843 7249 6129 12910 11547 11316 5827 9424 8580 5430 5285 4859 4634 4500 844 1892 1721 478 7304 1813 3950 539 3845 2971 Tree=412 num_leaves=31 split_feature=89 85 67 14 83 68 34 42 74 37 13 70 36 16 57 14 46 18 77 59 56 31 63 24 34 42 67 75 72 56 split_gain=32.3581 27.7846 14.7579 13.1453 11.6079 11.523 11.2287 14.428 10.9937 10.5664 10.4449 9.56839 9.16897 7.59413 7.24999 7.14843 7.86973 6.73927 7.043 6.30382 6.19715 6.63143 5.85589 5.58145 5.4425 5.34967 5.33094 7.3476 5.19063 4.93538 threshold=0.5 0.5 8.5 3.5 1.5 12.5 15.5 0.5 9.5 1.5 2.5 0.5 0.5 0.5 1.5 0.5 4.5 1.5 0.5 0.5 0.5 2.5 2.5 0.5 7.5 0.5 0.5 1.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 8 6 7 12 9 11 15 17 14 22 -2 16 20 18 24 -20 25 -22 23 -13 26 -3 27 28 -1 -28 right_child=5 10 -4 -5 -6 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_parent=28 14 25 2 3 4 5 6 7 8 9 10 23 12 13 14 15 16 17 19 19 21 21 22 23 24 25 29 27 28 29 leaf_value=-0.0329755 -0.00157176 -0.0140844 0.0453207 -0.0500439 0.0556192 0.0493183 0.064037 -0.0210117 0.0387963 0.0221199 -0.0474401 -0.00172527 0.0299073 -0.0150837 0.0300935 -0.037323 0.0376521 0.038789 0.0177131 -0.0386354 0.0345265 -0.0342296 -0.0395223 0.0304052 0.0340875 -0.0482329 0.004594 0.0188412 0.0220493 -0.0359074 leaf_count=10042 1793 4097 346 1725 187 753 136 787 358 1196 5356 717 1296 762 518 2845 108 159 443 260 456 161 187 953 111 1108 949 373 384 440 internal_value=0 -0.057782 0.0187606 -0.00366301 0.0147059 0.164283 0.12663 0.100451 -0.000725601 -0.0216662 -0.220857 -0.055613 0.15893 0.0746628 0.0610648 -0.16292 -0.104194 -0.120931 -0.138615 0.0716913 -0.140377 0.138993 0.164346 0.203299 -0.184884 -0.193095 -0.202332 -0.263624 -0.303386 -0.0508626 internal_count=39006 33723 19592 19246 17521 5283 4530 4394 17334 16976 14131 15780 3607 2619 2311 8775 5930 13161 13002 703 5822 617 1857 1670 12299 5205 12188 10799 10426 1389 Tree=413 num_leaves=31 split_feature=42 58 14 39 61 87 43 28 67 90 72 47 70 61 10 13 58 70 63 66 66 15 29 12 59 85 3 47 21 53 split_gain=29.8408 21.0413 19.545 16.6902 13.6575 10.6324 9.76398 11.1205 7.7618 7.60778 8.42838 8.59894 7.53433 7.05352 5.92803 5.94094 5.69045 7.15166 5.61279 5.4225 4.97422 5.24423 6.74271 4.45343 4.32655 4.07755 5.49528 3.94857 3.8782 3.78935 threshold=0.5 1.5 1.5 3.5 0.5 0.5 0.5 4.5 1.5 2.5 0.5 0.5 0.5 6.5 0.5 3.5 9.5 1.5 0.5 7.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 3.5 1.5 7.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 9 12 29 -4 10 11 -1 14 -2 15 18 17 25 24 -20 -13 23 28 27 -6 26 -3 -22 -23 -8 right_child=13 16 8 -5 6 -7 7 -9 -10 -11 -12 20 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=11 13 26 8 3 24 5 29 7 8 9 10 20 12 13 14 15 16 17 19 19 27 28 22 23 24 25 26 27 28 29 leaf_value=-0.0186017 -0.0414447 0.0342169 -0.0408044 -0.0392272 0.0442631 -0.0339343 -0.00964052 0.0356188 0.0372477 0.0424048 -0.0386089 -0.0344568 7.95739e-05 0.0169778 -0.00400948 -0.0269116 0.0446402 -0.0289747 -0.00249712 0.045479 0.00383704 -0.0136987 0.0568076 0.0386784 0.0161858 -0.00757849 -0.0188892 -0.0358552 0.0484973 -0.0454559 leaf_count=4615 6398 684 4580 2848 1368 3619 2207 183 100 157 1842 889 1362 106 1136 444 348 128 680 178 1572 629 211 239 489 193 161 526 229 886 internal_value=0 0.00704935 -0.0322594 -0.00155223 0.0216855 -0.0810136 0.0983317 -0.0557635 -0.347805 -0.0255071 -0.0532333 -0.00918846 0.162106 -0.359967 0.228572 0.272909 0.233109 0.157047 0.298567 0.111947 0.0865904 0.121621 0.311244 0.0308228 0.372308 0.218955 0.279877 -0.0299208 0.0450453 -0.148583 internal_count=39006 32502 30988 26308 23460 14527 8933 3276 4680 10908 10751 8910 5657 6504 4295 3159 1514 1166 2715 858 4295 3406 1069 2337 1857 1038 845 2098 858 3093 Tree=414 num_leaves=31 split_feature=42 35 54 39 63 23 65 57 70 24 14 33 2 85 33 9 40 52 66 69 24 54 66 23 54 13 54 35 41 7 split_gain=22.4618 17.7394 16.5762 12.7924 11.7121 8.58518 6.88579 6.62755 6.55082 6.34366 5.92362 5.41286 5.49559 5.47467 4.89071 7.96123 7.31542 6.38496 5.12911 4.75461 4.18163 4.17115 4.16641 4.00609 5.4852 3.88342 3.77342 3.70682 3.69591 3.64032 threshold=0.5 1.5 1.5 0.5 2.5 13.5 1.5 0.5 2.5 0.5 2.5 3.5 1.5 3.5 0.5 0.5 0.5 0.5 2.5 1.5 0.5 0.5 0.5 5.5 0.5 0.5 0.5 2.5 1.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 -4 -5 10 9 23 11 12 13 14 15 17 22 -1 -17 -8 -19 -10 -16 24 29 -24 -2 -26 -11 -3 right_child=26 8 5 6 -6 -7 19 -9 21 28 -12 -13 -14 -15 16 18 -18 20 -20 -21 -22 -23 25 -25 27 -27 -28 -29 -30 -31 leaf_parent=17 26 29 5 6 4 5 19 7 21 28 10 11 12 13 22 18 16 20 18 19 20 21 25 23 27 25 26 27 28 29 leaf_value=-0.00527107 -0.0445651 0.0236192 0.0150535 -0.0324315 -0.0428759 0.09045 -0.0183616 -0.0307104 0.0672956 0.000345898 -0.046934 -0.0471405 -0.0395225 -0.0339897 -0.00266395 0.0725096 -0.0276581 0.0616983 0.00429173 0.0446017 0.0062654 0.0143861 0.0528516 0.000895033 0.0183609 -0.00456782 -0.00846337 0.0745834 -0.0469357 -0.023586 leaf_count=4283 5412 866 1479 11066 1977 105 677 2082 144 1697 775 1166 1480 431 302 269 291 184 156 438 363 128 554 571 133 188 1058 164 392 176 internal_value=0 -0.011143 -0.0713571 -0.112791 -0.0428326 0.229631 -0.269302 -0.00524628 0.15029 0.107009 0.0245945 0.0425055 0.0588063 0.0781331 0.0999346 0.0467821 0.261097 -6.1027e-05 0.442639 0.0775122 0.31583 0.455584 0.357183 0.198572 0.275147 0.447544 -0.375995 0.553357 -0.0525473 0.174826 internal_count=39006 32536 28265 26681 14500 1584 12181 12523 4271 3999 10442 9667 8501 7021 6590 5255 1335 4830 425 1115 547 272 1044 1910 1339 742 6470 297 2089 1042 Tree=415 num_leaves=31 split_feature=67 59 90 57 40 76 63 32 24 71 39 14 47 23 0 58 12 24 31 72 13 87 22 44 24 63 42 69 55 35 split_gain=15.7386 11.9933 12.4018 10.2407 9.5006 9.479 9.14606 8.53395 8.61292 10.7479 7.00547 7.18384 7.76849 6.16332 5.95103 5.7304 5.5636 6.02635 5.26914 4.84804 4.81665 5.89633 4.75919 4.72856 5.13685 4.47128 4.36743 4.13498 5.01013 4.08896 threshold=0.5 2.5 1.5 1.5 0.5 1.5 9.5 0.5 0.5 2.5 3.5 5.5 4.5 0.5 2.5 1.5 0.5 3.5 1.5 0.5 0.5 0.5 0.5 0.5 3.5 3.5 0.5 5.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 6 16 8 9 10 11 12 18 -11 20 27 17 19 26 -2 21 -6 23 -9 -25 -5 -1 28 -10 -22 right_child=5 -3 -4 25 14 -7 -8 22 15 13 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 29 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=26 19 1 2 25 21 5 6 23 28 13 10 11 12 13 14 15 16 17 18 19 29 21 22 24 24 25 26 27 28 29 leaf_value=-0.0222317 -0.0284528 -0.0397886 -0.049048 -0.0419902 -0.0246635 0.0405329 0.020639 0.0108117 0.00735396 -0.0028128 0.0304793 0.0123718 0.0292831 0.0401524 -0.0376686 -0.0319961 -0.0445678 0.00542265 -0.0525601 0.00934 0.00423574 0.0087073 -0.0142924 0.00862573 0.0571608 0.0118128 -0.000685278 0.0305029 -0.0101021 -0.039325 leaf_count=4601 2944 2497 807 1950 1354 244 168 8116 6690 143 118 240 258 268 461 316 1369 308 903 458 1833 350 298 187 159 116 706 245 699 200 internal_value=0 0.0420916 0.0458307 0.0490297 0.0531865 -0.13204 -0.163605 0.0669456 0.0343123 -0.0531836 -0.101874 -0.125905 -0.168424 0.206053 -0.04407 0.0624227 -0.210436 -0.159958 -0.197545 -0.232896 -0.0237371 -0.141363 0.10899 0.115941 0.344419 -0.29381 -0.16802 0.068077 0.0613954 0.0256441 internal_count=39006 33515 31018 30211 28145 5491 5247 23947 15187 7237 6826 6708 6468 411 4198 7950 5079 3710 6210 3402 3737 1704 8760 8462 346 2066 5307 7634 7389 2033 Tree=416 num_leaves=31 split_feature=86 25 13 56 71 31 85 82 14 24 55 73 52 47 87 8 0 47 23 32 47 15 47 36 42 85 75 58 82 47 split_gain=14.8401 13.3569 10.43 16.4202 12.9392 10.9372 11.5599 12.1483 8.62054 11.4235 8.19391 7.71067 7.15587 6.62192 6.52536 6.14814 6.04519 5.88765 9.40392 8.26994 6.25351 6.17957 8.9441 5.55453 10.2849 5.47987 6.61746 6.27829 5.65603 7.485 threshold=1.5 2.5 1.5 0.5 1.5 5.5 0.5 4.5 2.5 2.5 3.5 2.5 2.5 5.5 2.5 1.5 0.5 4.5 1.5 1.5 2.5 0.5 8.5 1.5 6.5 8.5 0.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 12 9 -1 11 17 25 -6 -2 -5 -7 20 19 21 23 22 -19 -4 -25 26 27 28 -8 -30 right_child=14 -3 10 15 13 16 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_parent=9 14 1 23 15 13 16 28 7 8 9 10 11 12 13 14 15 16 22 18 19 20 21 22 24 24 25 26 27 29 29 leaf_value=-0.0284369 -0.0327662 -0.042702 0.00789592 -0.0445986 0.0160942 0.00613503 0.00114011 0.0595887 0.00500227 0.0183446 0.0418403 -0.0330226 -0.0548713 -0.0448457 0.00269564 0.0087227 0.0339598 0.0422886 -0.00268187 0.0043275 -0.00832992 0.0648402 -0.0309465 0.0739284 0.00454424 0.0284018 -0.0241949 -0.0271714 -0.00736605 0.0557836 leaf_count=9907 2354 2535 6032 3255 2668 1489 2619 138 477 372 198 252 422 161 320 240 300 337 717 344 1452 286 175 177 117 189 732 461 172 108 internal_value=0 0.0431001 0.0478525 0.0100139 0.0245581 -0.00975548 -0.0511901 0.00884584 -0.160381 -0.225872 0.0944251 0.0848923 -0.00934166 0.144892 -0.21233 -0.335717 0.0984985 0.0920994 0.207931 0.315032 0.0720348 0.433512 0.272739 0.0906793 0.336511 0.00267968 -0.0153627 0.0134249 0.0378859 0.295488 internal_count=39006 36332 33797 23710 20215 17386 15597 4841 10756 10279 10087 9889 4703 2829 2674 3495 1789 9637 1859 1142 7778 798 512 6326 294 4281 4092 3360 2899 280 Tree=417 num_leaves=31 split_feature=31 87 16 14 17 42 0 42 39 85 14 41 24 85 15 63 53 61 47 71 88 88 63 47 23 68 66 19 47 69 split_gain=21.3446 14.9002 13.3769 9.80226 9.64505 9.49491 9.28725 8.75893 9.72966 7.29548 7.19652 6.97057 6.72196 7.64711 6.6581 6.35018 6.30364 6.09157 5.93161 5.56305 5.17375 5.01105 4.89507 5.7255 4.99249 4.81277 4.47549 5.42161 5.52158 4.22106 threshold=1.5 0.5 0.5 10.5 1.5 4.5 5.5 0.5 0.5 6.5 2.5 1.5 3.5 2.5 0.5 3.5 3.5 2.5 0.5 0.5 0.5 0.5 0.5 4.5 1.5 0.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 6 4 9 -2 7 8 10 12 19 16 15 17 29 -3 20 22 -5 21 26 -1 23 -14 -24 -16 27 28 -10 -9 right_child=5 3 -4 18 -6 -7 -8 14 11 -11 -12 -13 13 -15 25 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 5 15 2 18 4 5 6 29 28 9 10 11 23 13 25 15 16 17 18 19 20 21 24 23 24 25 26 27 28 29 leaf_value=-0.042822 -0.0383984 0.000518481 -0.0403161 0.0218681 -0.0351371 0.0410427 0.0633051 0.0446091 0.00101256 0.0290989 0.00736316 0.0295392 0.0250897 -0.0141328 -0.00882717 -0.046657 -0.0467489 -0.0299863 0.0733324 0.00044636 -0.0354856 0.00107865 0.0303673 -0.0279711 0.08432 0.0600435 -0.0131313 0.0745809 0.05391 0.00380761 leaf_count=5826 7667 5022 3038 395 1083 103 148 570 1587 721 485 648 730 510 1447 447 834 188 240 1292 755 1419 279 340 128 149 2354 119 197 285 internal_value=0 0.00597957 -0.0729362 0.0822295 0.0552882 -0.323433 -0.0396463 -0.0521359 -0.100914 0.0758773 -0.232994 -0.0130256 0.0449457 0.156536 0.113324 -0.0178937 -0.0579337 0.230877 0.371131 -0.303078 -0.022898 -0.369438 0.272407 0.181515 0.482528 -0.033072 0.0156144 0.0996161 0.0632504 0.297384 internal_count=39006 31236 21153 10083 9448 7770 18115 17967 15516 8365 9022 6494 7644 2175 2451 5469 5846 1665 635 8537 5012 7245 1477 1070 407 1596 4257 1903 1784 855 Tree=418 num_leaves=31 split_feature=33 42 25 66 33 33 21 61 88 47 19 7 47 85 23 32 8 23 23 33 32 24 23 86 47 47 70 41 47 13 split_gain=74.3252 10.8962 7.91197 6.99682 5.33056 4.35781 3.05867 2.6577 2.63621 2.56208 2.36967 2.9182 1.58581 1.3196 1.761 0.729359 0.711455 1.41931 0.647667 0.565207 1.3091 0.240833 0.359928 0.722591 0.327117 0.198648 0.55445 0.160876 0.157086 0.101668 threshold=2.5 0.5 1.5 6.5 5.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 8.5 4.5 4.5 1.5 0.5 0.5 1.5 0.5 1.5 1.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=5 2 3 4 8 16 9 10 15 -3 11 13 -13 14 -7 -2 21 -18 25 28 -21 22 23 24 29 27 -27 -6 -9 -1 right_child=1 6 -4 -5 18 7 -8 19 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 15 9 2 3 27 14 6 28 8 9 10 12 12 13 14 15 17 17 18 20 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.0495098 0.0110521 -0.0160409 -0.0408928 -0.0481964 0.0523604 0.0121625 0.0106849 -0.0512033 -0.0249136 -0.0772136 -0.0525102 -0.00811046 0.0446221 -0.0455541 -0.0319895 0.0327394 -0.0462899 -0.00110582 0.0287647 -0.0536755 -0.00541655 -0.0497227 -0.0506486 -0.0227623 -0.0314664 0.0320174 0.0546172 0.0405772 -0.0394662 -0.0414469 leaf_count=3553 170 100 165 144 933 346 131 2006 134 175 790 277 365 638 843 159 1144 432 139 476 458 15388 5730 872 845 197 133 105 1018 1140 internal_value=0 0.19083 0.266301 0.311563 0.347905 -0.415498 -0.291396 -0.27611 0.132316 -0.48096 -0.161041 -0.0891383 0.207769 -0.219157 -0.112971 0.222364 -0.465716 -0.323235 0.454484 -0.416185 -0.283971 -0.476626 -0.449128 -0.414665 -0.44863 0.479489 0.424049 0.506029 -0.473672 -0.473996 internal_count=39006 2685 2279 2114 1970 36321 406 7217 463 275 3259 2469 642 1827 1189 329 29104 1576 1507 3958 934 27528 12140 6410 5538 1368 330 1038 3024 4693 Tree=419 num_leaves=31 split_feature=10 56 92 13 14 25 54 88 75 38 33 0 58 86 10 23 58 23 8 59 63 8 37 36 73 85 89 73 61 56 split_gain=42.5541 33.8969 23.5137 24.5473 20.964 12.2074 10.258 9.53016 8.7796 8.19693 7.52077 8.21968 7.91124 6.69022 6.5556 7.2871 6.50056 6.27703 6.82342 6.06479 5.99231 8.74784 5.65988 5.4513 5.33888 5.11226 4.92986 5.99828 5.45329 4.87985 threshold=5.5 1.5 3.5 2.5 2.5 1.5 0.5 3.5 3.5 7.5 1.5 2.5 2.5 0.5 2.5 2.5 0.5 0.5 12.5 7.5 4.5 7.5 3.5 0.5 0.5 1.5 0.5 2.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 9 -7 16 10 11 14 -13 -5 17 -16 -8 -1 20 23 25 -22 -2 -3 -18 26 27 28 29 -19 right_child=22 19 -4 13 -6 7 8 -9 -10 -11 -12 12 -14 -15 15 -17 24 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=17 22 23 2 13 4 7 16 7 8 9 10 12 12 13 15 15 24 29 18 19 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.0230498 0.0427594 0.0243719 0.0708711 -0.0457263 -0.0445629 0.0200715 0.00614812 -0.0518572 -0.039651 0.0586964 -0.0374715 -5.46616e-05 0.0706941 -0.00926986 0.0411429 -0.0386781 0.0208343 -0.00228028 -0.0515129 0.0428822 0.0444706 -0.0475939 -0.0129577 -0.00969593 0.0726101 -0.028779 -0.02939 0.0663542 -0.0253386 0.0273017 leaf_count=4026 3882 935 144 6846 3484 1664 2303 105 517 161 2469 455 162 1200 313 170 505 2797 760 1102 390 264 109 379 149 1219 1072 113 914 397 internal_value=0 -0.0147364 -0.0605285 -0.0734896 -0.0368374 -0.0119197 -0.0486084 0.159604 0.0993427 -0.0919951 -0.101765 -0.0791459 0.257206 -0.362253 -0.10087 0.215364 0.148206 -0.120488 -0.06314 0.253342 -0.0400573 0.253221 0.389652 0.167551 0.375445 -0.0728939 -0.0303811 0.00966425 -0.012956 0.044908 internal_count=39006 35015 32599 32455 24409 20925 19156 1769 3474 15682 15521 13052 617 8046 12435 483 2957 11952 7926 2416 7166 654 3991 1314 654 6512 5293 4221 4108 3194 Tree=420 num_leaves=31 split_feature=38 85 24 42 47 9 44 24 23 70 7 85 14 80 49 36 57 39 48 8 8 39 35 86 58 47 49 61 13 75 split_gain=17.8308 10.8713 9.7314 8.97405 8.44669 7.91615 6.53919 6.40724 6.38218 6.67776 6.05264 5.48011 5.43761 5.39679 5.22928 5.16192 4.77397 4.64002 4.52221 4.44964 4.43252 4.29188 6.07038 4.25791 4.23117 4.58824 4.18475 4.13213 6.81494 3.73334 threshold=0.5 1.5 1.5 0.5 1.5 0.5 2.5 6.5 0.5 2.5 0.5 0.5 1.5 0.5 0.5 1.5 2.5 2.5 1.5 4.5 5.5 1.5 1.5 0.5 3.5 2.5 1.5 0.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 8 5 -5 10 15 13 11 12 -10 16 14 -1 17 19 20 -12 21 24 22 29 -23 25 -3 -13 28 -27 -2 right_child=6 7 -4 4 -6 -7 -8 -9 9 -11 18 26 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=14 29 25 2 5 4 5 6 7 11 9 18 26 12 13 14 15 16 17 18 19 20 23 22 23 24 28 26 27 28 29 leaf_value=-0.0130309 0.0345126 0.00316117 -0.0333459 -0.0176425 0.0510869 0.0537578 0.0323957 -0.0439264 -0.0332009 0.0363604 -0.0139708 -0.0133 -0.0193846 0.0521265 0.0303402 0.0373752 -0.0324603 -0.0241389 0.0325175 -0.0327569 -0.0474943 -0.0214702 -0.0146665 0.026869 -0.0465764 0.0916255 0.0504798 -0.000476283 0.0160489 -0.0193209 leaf_count=5056 1331 3101 6871 1343 373 272 349 936 9934 325 1660 1629 450 225 279 323 314 1418 154 150 282 349 216 144 360 149 108 363 432 110 internal_value=0 -0.0963229 -0.159831 -0.103935 0.127474 -0.0330371 0.0902785 0.0108862 -0.155061 -0.238929 0.0531578 -0.268983 0.119463 -0.0325716 -0.0711643 0.0348492 0.158748 0.00784145 -0.0871687 0.183908 0.0434842 0.207223 0.26347 -0.006597 0.0621938 0.0803641 -0.0214354 0.301086 0.476225 0.315855 internal_count=39006 33779 26415 19544 1988 1615 5227 7364 17556 11996 4878 11671 3064 5560 5335 6428 2614 6105 1814 2300 4687 2150 1657 493 4405 4045 1737 944 581 1441 Tree=421 num_leaves=31 split_feature=13 68 77 14 85 4 18 90 74 59 30 42 72 10 57 67 35 57 22 83 58 19 43 31 85 63 33 44 23 78 split_gain=30.8751 22.4097 20.4385 20.4687 18.5959 11.9526 12.0552 10.0386 9.74816 9.60063 10.196 10.4331 10.3565 10.3127 10.5916 8.64356 7.87771 7.54283 7.59705 7.36168 7.35621 6.6115 6.42246 6.3198 6.37522 6.21032 6.29754 6.07329 5.92336 5.71132 threshold=3.5 10.5 14.5 2.5 0.5 0.5 3.5 4.5 16.5 3.5 3.5 0.5 2.5 3.5 4.5 8.5 7.5 0.5 0.5 0.5 0.5 1.5 0.5 3.5 4.5 6.5 4.5 0.5 6.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 17 10 11 12 13 14 15 16 19 22 -19 20 25 -2 -6 24 29 26 27 -1 -7 -24 right_child=21 -3 -4 -5 8 28 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 21 1 2 3 22 28 6 7 8 9 10 11 12 13 14 15 16 18 18 19 20 21 29 23 24 25 26 27 28 29 leaf_value=0.0110971 -0.0480089 0.0465122 0.0547497 -0.0378769 -0.0251736 0.0411157 0.0510708 -0.0568449 0.0544756 -0.0292992 0.0687573 -0.0239452 0.0451592 -0.0341854 0.059288 0.0495721 -0.051856 0.0189261 -0.029931 0.0423451 -0.0222823 0.00331204 0.0228438 -0.0429844 -0.0463641 -0.0357554 -0.0494995 -0.0226703 -0.0160701 -0.036277 leaf_count=5071 6200 890 217 3805 6478 891 290 248 110 2362 121 1469 424 3131 200 208 427 798 227 196 755 242 1172 301 349 423 1397 308 105 191 internal_value=0 0.030061 0.0123809 -0.00126178 0.018599 0.0740263 0.0489051 0.033149 -0.110759 0.0435641 0.0616773 0.0507768 0.07525 0.0549354 0.0751573 0.0584287 0.0417436 -0.129874 0.060136 0.0540646 0.0362157 -0.395016 -0.182389 -0.0260095 0.0600027 0.0628782 0.0781741 0.0899655 0.336084 0.141169 internal_count=39006 32564 31674 31457 27652 18026 17030 16740 9626 16492 14130 14009 12540 12116 8985 8785 8577 9516 1025 8150 7954 6442 8491 2013 1712 7199 6776 5379 996 1363 Tree=422 num_leaves=31 split_feature=42 40 7 39 63 70 76 19 40 9 12 58 13 43 61 86 59 35 31 24 37 8 15 40 25 43 17 38 78 67 split_gain=26.8221 19.5757 16.8255 13.0371 12.3415 10.8245 8.19706 8.12134 7.43133 7.05042 11.7399 6.92243 6.7801 6.54685 6.48591 5.95171 5.91644 5.85488 6.17149 6.05944 5.67184 5.38677 5.10055 5.08678 5.06042 4.91065 4.85579 5.55413 4.78573 5.91218 threshold=0.5 0.5 0.5 0.5 2.5 2.5 0.5 1.5 1.5 0.5 0.5 5.5 4.5 0.5 2.5 2.5 1.5 8.5 1.5 1.5 0.5 2.5 1.5 1.5 0.5 0.5 3.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 9 11 7 12 -2 10 15 13 16 17 -5 28 21 18 19 -4 22 23 -12 -3 -18 -25 27 -15 29 -1 right_child=8 6 5 14 -6 -7 -8 -9 -10 -11 20 -13 -14 26 -16 -17 24 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_parent=29 8 23 19 14 4 5 6 7 8 9 22 11 12 27 14 15 24 17 18 19 20 21 22 25 24 25 26 27 28 29 leaf_value=-0.00866924 -0.0411403 0.0125608 0.0189061 -0.0386462 -0.0495737 -0.0421163 0.0386066 -0.0229913 0.0144317 -0.0371377 0.0821058 0.0452577 -0.046001 -0.00919499 -0.00599548 0.0562135 0.0107564 0.0408754 -0.0195132 -0.0174865 -0.000907549 -0.0339468 0.00365616 0.0433277 -0.0525195 0.00867065 0.0516877 -0.0653638 -0.0463505 0.0261115 leaf_count=5669 6221 2290 2726 8049 1766 326 615 844 258 1017 480 220 445 994 1075 123 263 227 720 694 409 281 285 611 397 271 120 245 536 829 internal_value=0 0.0110711 -0.0541921 -0.147064 -0.0514718 0.0628858 0.139647 0.0972958 -0.345886 0.000192159 0.0395848 0.0955552 0.134327 0.0653174 -0.305113 -0.0292155 0.153273 0.118292 0.0755543 0.131007 0.431395 0.18453 0.629343 0.203845 -0.171114 0.33051 -0.143736 -0.205238 -0.0563834 -0.0231947 internal_count=39006 32527 26510 20238 11114 6272 6017 5402 6479 9348 8331 5946 4558 5726 9124 7157 4113 4367 4140 3420 1174 3453 765 3172 660 882 1359 1239 7034 6498 Tree=423 num_leaves=31 split_feature=13 42 8 6 7 13 44 70 9 66 19 76 16 46 23 61 24 58 52 47 61 73 54 24 68 23 85 77 53 71 split_gain=24.9187 14.4113 15.04 11.7632 8.93595 10.0074 7.76246 6.75132 6.52433 6.43372 6.23213 5.55553 6.15338 5.51898 5.20653 4.96127 6.35976 4.79191 4.79112 4.60793 4.39292 4.34073 4.22807 5.6872 7.04193 5.50462 3.90958 3.90558 3.73243 3.16517 threshold=2.5 0.5 3.5 0.5 1.5 0.5 0.5 0.5 0.5 13.5 1.5 0.5 2.5 3.5 10.5 3.5 1.5 0.5 0.5 2.5 3.5 0.5 1.5 0.5 2.5 0.5 0.5 1.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 8 13 -6 9 11 19 12 17 22 -3 26 -17 29 -7 20 -10 -19 23 24 25 -5 -9 -2 -20 -1 right_child=27 14 -4 6 7 18 -8 15 10 -11 -12 -13 -14 -15 -16 16 -18 21 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 27 14 2 25 7 18 6 26 20 9 10 11 12 13 14 16 16 21 28 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0123701 -0.0440458 -0.0375556 -0.0451996 0.00189727 0.00260162 -0.0317768 -0.0204455 0.00607166 0.0122802 0.0374262 -0.0452113 0.0305785 0.0238329 -0.0162582 0.0307583 0.0963829 0.00884171 0.0248491 0.0226526 0.0839057 0.0787584 -0.0455765 0.0569916 -0.00547436 -0.0230774 0.0625047 0.0499662 0.00604488 -0.0246428 -0.0512802 leaf_count=9507 8028 4201 2221 210 2068 4130 437 416 970 184 181 431 237 205 236 147 102 758 607 123 121 200 385 444 265 508 157 113 576 838 internal_value=0 -0.00781792 0.0179149 0.0369953 -0.000960835 -0.046706 0.229253 0.144144 0.00728662 -0.0270506 0.248275 -0.0502809 -0.0741981 0.296596 -0.31595 0.321266 0.639164 -0.106407 -0.227792 0.338767 0.232996 0.141923 0.348842 0.256249 0.381867 0.492717 0.20038 -0.393787 -0.00128288 -0.141227 internal_count=39006 30865 26428 24207 21753 18863 2454 2890 13550 12155 1395 11971 11540 2017 4437 822 249 11303 5313 1214 1091 958 1812 1427 983 718 573 8141 1183 10345 Tree=424 num_leaves=31 split_feature=23 25 67 8 62 46 65 42 32 55 39 8 30 32 69 19 12 22 71 23 47 87 6 39 63 59 84 38 24 71 split_gain=14.2967 11.7764 11.0381 10.7478 9.25579 10.0463 8.31503 10.2286 9.30042 9.28893 7.82057 10.6023 7.71575 7.59761 7.331 9.31945 7.08171 6.63054 6.0548 7.59671 6.35765 9.63458 6.65192 6.62171 6.59625 8.31358 6.19197 6.0459 6.87804 5.9846 threshold=7.5 3.5 1.5 13.5 5.5 1.5 0.5 3.5 5.5 7.5 3.5 2.5 1.5 1.5 5.5 0.5 0.5 0.5 4.5 0.5 1.5 5.5 0.5 14.5 1.5 0.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -2 5 6 9 8 10 12 11 -8 13 14 15 16 18 -15 20 -20 22 26 23 24 25 27 -22 28 29 -1 right_child=3 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 17 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 3 1 2 3 4 5 11 7 8 9 10 11 12 17 14 15 16 17 19 19 26 21 22 23 24 25 26 27 28 29 leaf_value=-0.0125458 -0.0325464 -0.0485831 -0.0252855 0.0171474 0.0573657 -0.0423678 -0.0205409 0.0273174 0.0370584 -0.0445422 0.00404997 0.00569683 -0.0547526 0.0137146 0.0314924 -0.0122488 -0.0122269 -0.0273513 -0.000856531 0.0435593 0.0156726 -0.0196333 -0.041383 0.0417667 0.0124124 -0.0325323 -0.00614457 0.0258641 0.00544071 0.00457967 leaf_count=3618 3300 1634 1840 141 124 664 5487 332 160 238 972 570 297 3807 337 2137 1679 133 153 314 4042 225 264 101 1183 1264 510 410 2146 924 internal_value=0 0.0260115 0.029046 -0.21569 0.0342409 0.0319224 0.0349147 -0.0374524 -0.0626894 0.0506089 -0.0804774 -0.136247 0.0537215 0.0558678 0.0371837 0.0315404 0.0447392 0.124122 0.0547819 0.246879 0.046868 0.104294 0.0179257 0.0239833 0.0172773 -0.00775565 0.129295 0.00534657 -0.00709247 -0.0682379 internal_count=39006 35565 33931 3441 32091 31967 31303 7521 7189 23782 7029 6057 23544 23247 19307 18970 16833 3940 15154 467 14687 4777 9910 9646 9545 8362 4552 7098 6688 4542 Tree=425 num_leaves=31 split_feature=25 75 39 54 91 55 84 8 66 82 58 87 23 71 31 24 39 24 25 13 76 66 53 32 82 8 23 29 62 47 split_gain=13.7246 10.5314 8.90151 8.45153 8.50485 7.95297 6.57958 8.72384 13.7709 9.70635 9.52223 7.60257 7.8409 6.69354 6.59689 6.39106 5.85183 5.50836 4.99217 4.81026 4.84103 4.75205 5.54398 4.89441 4.57071 4.46592 4.07864 4.5651 4.29372 4.56298 threshold=0.5 5.5 2.5 1.5 1.5 3.5 3.5 0.5 2.5 2.5 0.5 0.5 1.5 2.5 0.5 5.5 0.5 4.5 2.5 9.5 1.5 2.5 3.5 0.5 1.5 0.5 1.5 0.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 16 7 8 11 17 13 12 15 -9 -8 -1 -2 -10 21 20 26 22 -18 -24 -14 -21 27 28 29 -4 right_child=5 -3 19 -5 -6 -7 14 10 9 -11 -12 -13 24 -15 -16 -17 18 -19 -20 25 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=15 16 1 29 3 4 5 14 13 17 9 10 11 24 13 14 15 22 17 18 25 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.0032453 -0.0360452 -0.0525581 0.00600886 -0.0291993 -0.037916 0.0392222 0.00897294 0.00924206 -0.031959 0.0319258 -0.0258302 0.00740476 -0.0325141 0.0482034 0.0439929 0.0380057 -0.00876415 0.0087939 -0.0483239 0.0250061 -0.0511463 -0.0332368 -0.0117044 0.0508302 0.0127646 -0.0207859 -0.00171558 0.0427576 0.0299126 0.0277271 leaf_count=4828 4992 1214 3171 1235 1130 146 596 3911 4119 324 463 3259 2138 158 221 170 826 331 884 886 175 631 375 236 242 105 1426 116 280 418 internal_value=0 0.0410028 0.0442257 0.0160741 0.0233004 -0.146125 0.0289973 0.0161698 -0.0215542 -0.210886 0.0851784 0.0120152 -0.054579 0.108584 0.169232 -0.00978734 -0.181255 -0.266996 -0.0985318 0.0993628 0.0779353 -0.0504852 0.0197291 0.288352 -0.25181 0.215178 0.0829567 0.108076 0.0970557 0.0801022 internal_count=39006 30916 29702 23125 21890 8090 20760 19943 15411 4774 4532 10637 7378 4069 817 4998 7944 4450 2952 6577 5586 2068 1437 611 2380 991 5411 3985 3869 3589 Tree=426 num_leaves=31 split_feature=31 41 53 25 66 24 42 34 58 15 59 75 61 55 23 15 52 47 39 61 16 25 80 47 49 85 84 84 85 13 split_gain=19.4526 12.6668 12.4297 16.4774 10.7141 11.1073 6.95992 6.36685 6.02607 5.53951 5.48096 5.33299 5.68673 5.24198 5.13943 5.13025 5.64351 7.32556 6.85816 5.03531 4.94207 4.83938 4.75848 4.65207 4.64408 4.47617 4.96286 4.41064 4.02677 3.94092 threshold=1.5 1.5 3.5 0.5 0.5 1.5 4.5 1.5 1.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 2.5 2.5 4.5 0.5 1.5 0.5 5.5 1.5 6.5 0.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 10 13 -2 8 19 27 11 12 20 -6 15 16 -7 -18 -19 22 24 -11 23 28 25 -1 -27 -5 -3 -30 right_child=6 7 -4 9 5 14 -8 -9 -10 21 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_parent=25 6 28 2 27 13 16 6 7 8 21 10 11 12 13 14 15 17 18 18 19 20 21 22 23 24 26 26 27 29 29 leaf_value=0.00589508 -0.0368501 0.0204832 -0.0289506 0.0267924 -0.0350936 0.00498648 0.0318079 -0.0309613 -0.0271726 -0.00199623 0.0479353 -0.0259605 -0.020634 0.0218957 -0.0163456 -0.0158045 -0.00311471 0.132112 0.0257249 -0.0287598 -0.0282262 0.0354818 -0.0345244 -0.0274651 -0.0387002 0.0529763 -0.00570035 0.0702793 0.0624635 0.0280904 leaf_count=6020 7731 1566 4220 862 6453 873 101 938 304 815 250 890 1163 394 2638 855 118 103 113 256 356 484 169 102 177 187 100 124 451 193 internal_value=0 0.00256412 -0.0247778 -0.00277443 -0.0410635 -0.147741 -0.315791 0.192326 0.233582 0.215658 0.0188507 0.00776272 0.0267921 -0.31083 -0.0347729 0.0773621 0.19187 0.502258 0.843965 0.275557 0.0517197 0.0931031 0.309642 0.339018 0.0684586 0.0805709 0.33305 0.369485 0.371041 0.478722 internal_count=39006 31174 27195 22975 20690 11547 7832 3979 3041 2285 9143 8893 8003 6847 4700 2062 1207 334 216 2737 6840 1299 2481 2312 6484 6307 287 986 2210 644 Tree=427 num_leaves=31 split_feature=85 74 69 10 13 16 63 42 71 46 25 82 23 24 8 86 66 7 61 36 24 84 7 90 53 53 32 13 91 35 split_gain=17.5572 9.45101 8.90608 6.47046 5.6304 4.93157 4.27124 4.39674 4.25747 4.18406 3.948 3.38589 3.49154 3.92938 3.71498 2.52164 2.07649 1.64513 2.12064 3.25888 2.79247 1.21736 1.20198 1.28994 1.19831 1.16302 1.12052 1.52249 1.73511 1.04607 threshold=0.5 0.5 0.5 0.5 2.5 0.5 5.5 0.5 1.5 0.5 0.5 0.5 3.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 22 -14 -2 19 20 -19 26 23 -1 -12 -5 -4 28 -28 -7 right_child=17 -3 21 25 -6 29 -8 -9 -10 -11 24 -13 16 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=23 17 1 26 25 4 29 6 7 8 9 24 11 16 13 14 15 16 20 18 19 20 21 22 23 24 25 28 27 28 29 leaf_value=0.0195331 -0.0453654 -0.0401966 -0.0379181 -0.0238857 -0.0439391 -0.0156789 -0.0509438 -0.0276436 -0.0328615 -0.0368641 0.0102509 -0.0245906 0.0431459 -0.0329821 -0.0125146 0.0722995 0.0969609 0.0477318 -0.0423275 -0.0534188 -0.0205964 -0.050082 0.0448707 0.0571072 -0.0342058 -0.0591626 -0.0257218 -0.0447209 0.0285787 -0.0554209 leaf_count=1038 11993 5391 2364 1922 1146 543 502 374 648 415 275 262 255 327 315 190 217 258 2473 684 616 1637 612 100 468 2160 549 439 337 496 internal_value=0 -0.109185 -0.0535516 0.0136474 0.0604222 0.0930471 0.131133 0.153666 0.189426 0.220566 0.24909 0.292657 0.322156 0.266642 0.30506 0.358662 0.633423 -0.406905 -0.289897 -0.104716 0.106367 -0.325371 0.310347 0.241661 -0.13252 -0.340205 -0.253577 -0.123499 0.0161005 -0.306437 internal_count=39006 22982 17591 12265 8183 7037 5998 5496 5122 4474 4059 3316 3054 2582 2255 1940 472 16024 4031 1558 874 5326 1750 1138 743 4082 3689 1325 886 1039 Tree=428 num_leaves=31 split_feature=10 59 13 71 59 88 6 21 8 38 41 45 63 92 74 10 66 56 10 8 58 35 38 25 66 19 23 85 65 1 split_gain=37.6115 26.7794 19.2497 15.9104 11.7696 9.77792 9.65572 9.89142 9.60335 8.57491 8.25032 9.42188 6.82865 6.75496 6.91986 10.1949 9.01722 6.45101 5.91408 5.41451 5.26525 7.97346 5.17804 5.04804 4.94579 4.83058 4.60576 4.57437 5.21874 4.49528 threshold=6.5 0.5 2.5 1.5 11.5 5.5 2.5 0.5 11.5 6.5 2.5 2.5 5.5 0.5 1.5 2.5 1.5 3.5 0.5 4.5 2.5 0.5 3.5 2.5 4.5 1.5 2.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 8 5 6 7 17 9 10 11 12 13 14 15 20 -16 22 27 -14 23 -22 -3 -1 -4 -2 -17 -9 -29 -15 right_child=25 4 24 -5 -6 -7 -8 18 -10 -11 -12 -13 19 29 16 26 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=23 25 22 24 3 4 5 6 27 8 9 10 11 19 29 16 26 16 17 18 19 21 21 22 23 24 25 26 28 28 29 leaf_value=-0.0195158 0.0463199 -0.00536588 -0.045945 -0.0395723 0.035642 -0.0559065 -0.0456088 0.022554 -0.0452531 0.079107 0.0197619 0.0471772 0.0473379 0.035879 0.0541222 0.0384719 -0.00735838 0.0560728 0.0351 -0.0165221 0.0713569 -0.0283029 0.0597606 0.0187153 -0.000108484 -0.00194885 -0.0293352 0.0150681 -0.0267768 -0.0247723 leaf_count=10431 3329 3383 6542 3208 1408 137 297 1070 1406 148 574 306 367 440 520 420 1066 105 1035 353 160 233 100 152 455 158 137 540 310 216 internal_value=0 -0.00584894 -0.0865196 -0.0482149 0.114438 0.0705344 0.0870963 0.106552 -0.0170089 -0.000630118 -0.00897788 -0.040081 -0.0565761 -0.0760018 -0.0981455 -0.128089 0.145165 -0.00556678 0.206568 0.268583 -0.159622 0.236519 -0.0329583 -0.176634 -0.390741 0.414888 0.254195 0.118738 -0.0289994 0.223025 internal_count=39006 35519 27134 20137 8385 6977 6840 6543 16929 15523 15375 14801 14495 13775 13119 11533 1586 3588 2955 720 10976 393 3483 10583 6997 3487 557 1920 850 656 Tree=429 num_leaves=31 split_feature=31 8 55 91 24 9 12 63 82 86 3 92 29 75 13 71 31 39 35 61 10 15 69 24 66 69 81 84 63 36 split_gain=19.3701 21.9618 12.583 13.7643 11.0811 13.3938 7.60621 6.76032 6.15685 8.60137 5.42317 5.37276 5.83516 6.58495 5.30409 5.25622 5.00161 4.86533 5.75417 4.67456 4.81179 4.18166 4.40127 4.90087 4.16308 7.40944 3.99199 3.94032 3.92027 4.07591 threshold=1.5 4.5 2.5 0.5 2.5 0.5 6.5 0.5 6.5 0.5 1.5 2.5 0.5 9.5 2.5 2.5 3.5 1.5 0.5 5.5 4.5 3.5 2.5 1.5 0.5 2.5 0.5 5.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 6 3 4 5 7 8 15 11 -10 28 12 13 14 19 24 -14 18 -9 20 26 22 23 -4 27 -26 -2 -1 29 -7 right_child=1 -3 21 -5 -6 10 -8 17 9 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=27 26 1 23 3 4 29 6 18 9 9 10 11 16 13 14 15 16 17 18 19 20 21 22 23 25 25 26 27 28 29 leaf_value=-0.00316685 0.0290768 -0.0342164 0.00303102 -0.0375698 -0.0286426 0.0248514 -0.0543877 0.0182025 -0.00670076 0.0788941 -0.0370222 -0.0326274 -0.0478612 -0.0512092 -0.0043718 -0.0509378 0.0169147 -0.0259794 -0.0177023 -0.0379142 -0.0363497 0.0750444 -0.0144637 0.0494659 -0.028215 0.0379035 0.0753944 -0.0549792 -0.00841382 0.0745308 leaf_count=5130 2271 2119 191 7117 5324 1086 313 2226 195 185 502 134 581 196 348 1175 325 1075 1152 308 734 101 157 132 5074 167 120 134 321 113 internal_value=0 0.100351 -0.099953 -0.127105 -0.0900025 -0.0465572 0.172801 -0.0986859 0.190831 0.513054 0.195078 0.157554 0.178891 0.214079 0.234195 -0.159159 -0.153784 0.0291278 0.089074 0.277705 0.29647 0.183437 0.131858 0.253315 -0.133881 -0.232141 0.316243 -0.0573704 0.245921 0.31453 internal_count=39006 7829 31177 30596 23479 18155 5710 16133 5397 380 2022 5017 4883 3977 3781 11680 906 4453 3378 3433 3125 581 480 323 10505 5241 2391 5264 1520 1199 Tree=430 num_leaves=31 split_feature=24 68 34 42 87 13 71 90 36 67 63 25 35 38 72 23 70 68 59 74 46 82 82 59 67 19 77 24 24 75 split_gain=28.0455 21.7875 20.1903 25.4212 14.9179 11.5875 11.2823 10.8828 10.7926 11.2482 9.89402 10.9397 8.83874 8.36958 8.04662 7.92061 7.84732 11.0613 7.07225 6.90349 6.18542 5.48715 5.4807 5.18922 4.87578 6.53132 6.59507 4.87187 4.65411 4.63208 threshold=2.5 12.5 7.5 0.5 1.5 0.5 3.5 6.5 1.5 8.5 6.5 1.5 8.5 2.5 1.5 0.5 0.5 0.5 7.5 19.5 0.5 0.5 0.5 3.5 0.5 1.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 15 7 8 9 10 11 12 13 14 16 -2 17 19 -4 22 -13 -6 24 27 25 26 29 -18 -22 -1 right_child=5 -3 18 -5 21 -7 -8 -9 -10 -11 -12 20 -14 -15 -16 -17 23 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 15 1 18 3 21 5 6 7 8 9 10 20 12 13 14 15 27 17 18 19 28 21 22 23 24 25 26 27 28 29 leaf_value=-0.0257976 -0.0446341 0.0506361 0.0555629 -0.0289968 -0.0396286 -0.0413667 -0.0461716 -0.0577432 0.0323652 0.0435207 -0.0300636 -0.0394668 -0.0493558 -0.0280003 0.0338463 0.0133968 0.00651128 0.0227471 -0.0226722 0.0552342 -0.028597 0.00641068 0.016644 -0.0489667 0.00661278 0.0405389 0.0179503 0.0279058 0.0388885 0.00627583 leaf_count=7085 648 785 352 4393 2372 6466 1320 239 1113 353 1250 2566 430 465 676 902 1009 1322 116 133 214 186 741 236 952 163 263 1329 127 800 internal_value=0 0.0374433 0.0203671 0.00266067 0.0370994 -0.271909 0.0578597 0.0681084 0.0762221 0.0549651 0.0393103 0.0553468 0.0771928 0.0868036 0.101203 -0.0230255 0.0789604 0.0254922 0.454703 -0.0337425 -0.233586 -0.281293 -0.0502194 0.184238 -0.0865997 -0.140222 -0.167388 0.200637 0.0815982 -0.212681 internal_count=39006 30990 30205 29737 25344 8016 22786 21466 21227 20114 19761 18511 15604 15174 14709 1550 14033 11459 468 10137 2907 2558 10004 2574 9263 8311 8148 2338 341 7885 Tree=431 num_leaves=31 split_feature=42 52 35 13 63 71 87 48 91 39 61 46 40 58 29 58 35 23 13 31 70 46 53 76 47 73 15 29 75 43 split_gain=25.0978 20.3888 21.1244 13.7753 11.9012 9.81335 6.86739 6.60738 6.75599 6.43178 6.43611 6.33962 5.97256 5.83566 5.83088 6.20807 5.69302 5.72009 5.87555 5.55329 6.41287 5.74162 5.47217 4.70964 4.42997 4.38288 4.43619 4.30028 4.26356 6.21723 threshold=0.5 1.5 0.5 2.5 1.5 2.5 1.5 0.5 2.5 1.5 0.5 1.5 1.5 0.5 2.5 9.5 16.5 3.5 4.5 1.5 0.5 0.5 2.5 2.5 1.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 11 8 9 10 13 14 -2 24 15 16 17 18 28 20 21 -12 27 -24 -1 -19 -27 -3 29 -4 right_child=12 22 6 -5 -6 -7 -8 -9 -10 -11 19 -13 -14 -15 -16 -17 -18 25 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_parent=24 12 27 29 3 4 5 6 7 8 9 21 11 12 13 14 15 16 25 18 19 20 21 23 23 24 26 26 27 28 29 leaf_value=-0.0217631 -0.0393199 0.037393 0.0251913 -0.0453819 -0.0403877 -0.0463892 -0.0239287 -0.0288198 0.034752 -0.0284303 0.0382036 -0.0295465 0.0100638 0.0238929 0.0563762 0.0554742 0.0435662 -0.0134694 -0.0530909 -0.0326562 -0.00528322 -0.0345565 0.00163366 0.052827 0.0106687 -0.0108582 0.0482276 -0.019575 -0.00434619 -0.00505113 leaf_count=4832 6220 1155 2009 4507 3086 1547 981 2598 415 1637 1549 408 264 465 144 147 150 1454 378 368 578 145 642 101 1099 270 325 115 665 752 internal_value=0 0.016022 -0.0245704 -0.126957 -0.0844175 -0.0419198 0.0812994 -0.0118613 0.0212449 -0.0108595 0.0291979 0.103657 -0.332439 -0.0728418 0.121392 0.106021 0.0893273 0.0687546 0.126817 0.152351 0.202316 0.321917 0.233167 0.0872154 -0.139669 -0.0618654 0.197431 0.336084 0.143927 0.188637 internal_count=39006 32522 30509 22826 18319 15233 7683 13686 11088 10673 9036 6702 6484 6396 6294 6150 6003 5853 3804 2640 2272 1694 2013 743 5931 2049 595 1270 3426 2761 Tree=432 num_leaves=31 split_feature=13 42 8 71 80 34 69 49 66 70 74 28 29 24 47 58 84 86 53 69 39 74 28 77 23 36 54 10 39 82 split_gain=21.3935 14.6204 13.7699 9.34647 8.40158 7.05437 6.4278 9.08927 7.42534 6.17113 6.12433 6.94356 5.90403 5.69963 5.50926 5.35849 4.74565 4.76998 4.72699 4.96344 4.42467 4.92599 5.08169 4.40722 4.13402 3.94028 3.84704 3.3852 3.74518 3.32945 threshold=2.5 0.5 3.5 4.5 0.5 1.5 1.5 0.5 2.5 1.5 0.5 0.5 0.5 0.5 6.5 1.5 0.5 0.5 3.5 4.5 0.5 3.5 1.5 0.5 6.5 0.5 1.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 18 10 -2 15 -12 -3 -6 16 24 20 -18 19 -8 21 22 25 -9 27 -10 -15 28 -1 -27 right_child=9 12 -4 -5 13 -7 7 23 14 -11 11 -13 -14 26 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_parent=28 9 12 2 3 13 5 19 23 25 9 11 11 12 26 14 15 17 17 18 19 20 21 22 23 24 29 26 27 28 29 leaf_value=-0.0102638 -0.0426707 -0.0387654 -0.0443884 -0.0483576 0.0459303 -0.0312576 0.0353387 -0.0365027 0.00749854 0.0248343 0.0005109 0.0652498 0.0388569 -0.00990799 0.049637 0.0485355 0.0467656 -0.00199429 -0.0055551 0.0993728 -0.0163529 -0.0210485 -0.0408781 0.0188765 0.0319556 0.0408753 0.0378775 -0.0435045 -0.0413726 -0.0088791 leaf_count=4457 7986 4194 2216 1344 646 2565 1086 485 2285 213 1474 265 218 564 216 182 451 252 390 111 1389 649 133 225 375 350 208 2536 1371 170 internal_value=0 -0.00855106 0.0171819 0.035225 0.0465349 0.0224719 0.0374291 0.204936 0.00895207 -0.371072 -0.0822552 0.133997 -0.326068 0.270506 0.0796392 -0.138573 0.0592644 0.279281 0.345614 0.43145 0.0243964 0.0684895 0.109316 -0.12505 -0.160099 0.135313 0.0708917 -0.182447 -0.146078 0.317116 internal_count=39006 30807 26395 24179 22835 21417 18852 2297 16555 8199 10660 1739 4412 1418 5895 8921 5679 703 1587 1197 4976 3587 2938 710 8739 2805 772 8364 5828 520 Tree=433 num_leaves=31 split_feature=59 22 35 71 74 46 41 76 0 47 66 47 32 10 80 8 47 26 15 40 47 67 63 15 8 28 69 90 58 0 split_gain=13.255 12.7018 11.0635 9.89181 10.309 8.82643 8.15766 7.53579 9.01434 8.81956 7.9717 7.2541 7.20215 7.45497 7.27062 6.28742 7.4413 6.15846 5.71993 5.94196 5.61632 6.00436 5.61596 5.25681 5.14467 5.03844 4.92809 5.07353 4.88363 4.40343 threshold=1.5 0.5 4.5 1.5 1.5 1.5 1.5 3.5 1.5 1.5 0.5 5.5 3.5 1.5 0.5 2.5 7.5 0.5 4.5 1.5 9.5 1.5 1.5 2.5 1.5 0.5 6.5 1.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 12 -10 -11 17 13 14 18 16 -2 -5 19 20 21 26 -15 -8 -6 -12 27 28 29 -1 right_child=15 -3 -4 11 24 -7 23 -9 9 10 25 -13 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 16 1 2 17 24 5 23 7 9 10 25 11 12 22 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00360805 -0.0390401 -0.0178169 -0.0484388 0.0116971 -0.0369479 -0.040791 -0.024743 0.0529677 -0.0380265 0.0359985 -0.000301538 0.0405009 0.0236585 -0.0403968 -0.0258843 0.0200918 0.0377787 -0.013736 0.0217128 -0.0293017 0.0344225 -0.0282809 0.00749423 0.00932219 0.00383737 -0.042891 0.0372695 -0.0498645 -0.04387 0.0140233 leaf_count=12294 4494 2246 1070 3571 1861 808 1309 170 461 134 393 307 560 3235 397 170 136 422 551 425 253 534 257 575 158 155 137 297 211 1415 internal_value=0 0.0283951 0.0365021 0.0394123 0.0213608 0.0280284 0.0315723 0.0393316 0.0365063 -0.139581 -0.0067615 0.114913 0.0459717 0.0386099 0.0443246 -0.244479 -0.321918 0.0970576 0.0492828 0.042122 0.0460064 0.0418325 -0.225377 -0.153947 -0.242601 -0.129025 0.045989 0.0425557 0.0447119 0.0470447 internal_count=39006 34206 31960 30890 26590 24571 23763 21879 21709 1143 682 4300 20566 20006 16514 4800 4630 3993 16117 15566 15141 14888 3492 1884 2019 548 14354 14217 13920 13709 Tree=434 num_leaves=31 split_feature=59 90 46 13 41 91 69 32 86 74 10 26 55 84 87 47 71 54 0 32 20 85 16 63 29 24 71 53 63 7 split_gain=13.4626 10.0797 9.13917 8.13249 7.85146 7.24871 7.21377 7.20109 6.93024 6.78131 6.49523 7.10405 6.58681 6.35679 5.61325 5.44704 10.6661 6.77168 6.51438 6.38679 6.09313 6.30204 5.49765 5.2292 4.83113 7.98659 4.73538 4.5349 4.42258 4.3329 threshold=1.5 0.5 1.5 10.5 2.5 1.5 1.5 1.5 1.5 4.5 5.5 0.5 2.5 5.5 0.5 4.5 2.5 0.5 2.5 1.5 1.5 0.5 1.5 2.5 0.5 2.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 8 -7 -3 9 10 11 12 13 15 -8 18 17 19 20 29 22 -22 24 -10 -1 28 -25 -19 -26 -17 right_child=-2 7 -4 -5 -6 6 14 -9 23 -11 -12 -13 -14 -15 -16 16 -18 27 -20 -21 21 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_parent=24 0 7 2 3 4 6 14 7 23 9 10 11 12 13 14 29 16 27 18 19 21 21 22 26 28 25 26 27 28 29 leaf_value=0.00169847 -0.0331448 -0.0326367 -0.0408678 0.0192159 -0.0306544 -0.0387893 -0.0287834 0.0176745 -0.0279241 -0.0455826 -0.046473 0.0208741 0.0271262 0.0210449 0.0446468 0.0145026 -0.0565469 0.0767469 -0.0342779 -0.016963 0.000673914 0.0437631 -0.036155 0.0342771 -0.0207573 0.0616797 -0.0230476 0.0135457 0.0328413 0.0537951 leaf_count=15223 4786 2097 1093 1179 1077 1356 190 437 900 1046 2909 1271 379 511 138 1234 145 122 427 297 247 198 606 152 361 100 140 114 105 166 internal_value=0 0.0351476 0.0418796 0.0453111 0.0358709 0.0400308 -0.204353 -0.211419 0.0454773 0.0520372 0.0546266 0.0570643 0.0478923 0.0417684 0.126693 0.0337276 0.137395 0.170728 0.0219824 0.126745 0.0264269 0.234278 0.0190426 -0.152837 0.0228105 0.24126 0.0896932 0.524947 0.0255883 0.182481 internal_count=39006 34220 31686 30593 29414 28337 1684 2534 26653 25461 24415 21506 20235 19856 328 19345 2078 1933 17267 1697 16840 445 16395 1192 15789 566 292 236 466 1400 Tree=435 num_leaves=31 split_feature=31 87 66 41 41 25 17 42 61 42 82 66 39 47 38 63 79 59 15 42 13 43 39 24 91 55 52 69 85 88 split_gain=16.8442 11.9873 9.91581 8.64087 7.55292 7.80792 8.19046 7.21004 6.66464 7.07527 6.0946 5.66823 5.62818 5.48996 5.54103 5.77464 5.22223 5.03818 6.31358 5.26467 4.76431 4.61526 6.41338 5.87847 6.09127 5.48545 5.31455 6.16865 6.0078 5.05685 threshold=1.5 0.5 3.5 0.5 2.5 1.5 0.5 2.5 0.5 0.5 0.5 0.5 1.5 4.5 0.5 3.5 1.5 1.5 6.5 5.5 3.5 0.5 11.5 4.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 8 5 6 13 -2 9 12 16 -7 -1 14 15 17 -5 18 19 21 -4 22 23 24 25 26 27 -3 -28 -23 right_child=7 4 20 10 -6 11 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 28 -29 -30 -31 leaf_parent=12 7 27 20 16 4 11 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 29 22 23 24 25 28 27 28 29 leaf_value=-0.018087 -0.0372746 0.00221795 -0.0414205 0.0164201 0.0407293 0.0173053 -0.0184632 0.020529 -0.0238281 0.0191324 -0.0451997 0.0831988 0.00660461 -0.0223264 -0.0250967 -0.0331295 -0.0432799 0.0593628 -0.0396312 -0.0205404 0.0240583 0.0469033 -0.0448087 0.0314457 0.0418784 0.0401416 0.0646616 -0.0319099 0.00418747 -0.0140205 leaf_count=5456 7587 1911 4015 3102 520 244 1939 265 4558 928 630 205 1418 1027 405 331 863 109 182 330 177 457 150 615 321 204 136 491 284 146 internal_value=0 -0.00232123 -0.0738683 -0.0433302 0.0668309 0.0488247 0.0304166 -0.30261 -0.100847 -0.0369969 0.0969585 0.411303 -0.0967547 0.0646178 0.0844661 0.102845 0.132613 0.118454 0.105564 0.121272 -0.346544 0.142026 0.112321 0.130183 0.0788062 0.041906 0.00707058 -0.0472339 0.252156 0.354818 internal_count=39006 31154 21147 16955 10007 9487 9038 7852 12360 7802 4595 449 6874 7099 6072 5667 3965 5336 5227 5045 4192 4715 4112 3962 3347 3026 2822 2402 420 603 Tree=436 num_leaves=31 split_feature=33 42 33 74 16 24 25 47 15 33 61 7 90 21 71 31 39 24 8 23 33 53 33 39 23 53 86 7 23 13 split_gain=68.4258 12.5448 10.2272 4.68608 3.98875 3.83665 3.20683 2.78916 2.40084 2.01999 1.56753 3.00336 1.50442 1.12171 1.2336 1.4587 0.77295 0.770203 0.739275 1.36413 0.658901 0.373561 0.244392 0.210643 0.339369 0.352532 0.59596 0.708219 0.179934 0.100102 threshold=1.5 0.5 5.5 0.5 0.5 2.5 0.5 1.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 8.5 4.5 2.5 0.5 7.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=9 2 3 4 5 6 10 -3 21 18 11 20 -9 14 15 17 -10 28 23 -20 -2 22 -4 24 25 26 27 29 -11 -1 right_child=1 7 8 -5 -6 -7 -8 12 16 13 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 20 7 22 3 4 5 6 12 16 28 10 11 12 13 14 15 16 17 19 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.048968 -0.0015861 -0.00471886 0.0396589 -0.0485455 -0.0457872 -0.0402053 -0.0216575 -0.0344622 7.87452e-05 0.00523623 0.00237483 0.066612 -0.0838239 -0.0474762 -0.0509251 -0.0450216 0.0305247 -0.0279276 -0.0460062 -0.00141409 0.0292367 0.0359147 0.0522488 -0.0499736 -0.0506021 -0.050712 -0.0179118 -0.0209015 -0.00957935 -0.0402901 leaf_count=2114 157 277 162 578 272 185 307 285 108 202 205 139 118 2543 792 973 108 774 1167 444 109 197 994 13641 6560 3115 464 646 467 903 internal_value=0 0.153864 0.231753 0.015694 0.0922051 0.160596 0.232906 -0.350951 0.40301 -0.431936 0.318285 0.394072 -0.566259 -0.313341 -0.251888 -0.193362 0.16674 -0.10825 -0.46397 -0.316448 0.196411 0.468914 0.497143 -0.475941 -0.453079 -0.420618 -0.387327 -0.419707 -0.0183932 -0.463647 internal_count=39006 4201 3521 1952 1374 1102 917 680 1569 34805 610 405 403 5751 3208 2416 216 1443 29054 1611 266 1353 1156 27443 13802 7242 4127 3663 669 3017 Tree=437 num_leaves=31 split_feature=10 59 39 41 13 61 79 92 42 66 74 88 8 38 66 91 66 69 90 41 86 51 47 29 46 3 68 49 34 17 split_gain=36.7784 26.1134 24.2762 15.7384 8.19957 8.07147 8.67618 8.13458 7.07511 6.73617 6.57415 6.53068 6.68987 6.1886 6.34102 6.90544 6.01223 5.54139 5.44429 5.47367 6.64735 6.63003 6.82389 5.83853 6.23903 5.81277 5.41136 6.18156 5.25723 5.25697 threshold=5.5 7.5 2.5 0.5 3.5 2.5 0.5 0.5 3.5 2.5 11.5 4.5 10.5 2.5 4.5 0.5 6.5 0.5 2.5 8.5 3.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 10 11 -2 13 12 18 14 28 16 -16 -8 19 20 21 22 23 24 -5 -23 -4 -28 -1 -3 right_child=9 29 26 8 -6 -7 17 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=28 9 29 26 24 4 5 17 7 8 9 10 11 12 13 16 15 16 17 18 19 20 25 22 23 24 25 27 27 28 29 leaf_value=-0.0237014 0.044492 0.0175821 -0.0409728 0.0114047 -0.0465993 -0.0348243 0.032459 0.0277206 -0.0394424 -0.00657017 0.0488732 -0.04421 -0.0568221 0.0327884 0.0176076 0.0584555 -0.0219003 -0.00838871 0.0554483 0.0380577 0.0340081 -0.0411068 -0.011505 -0.0322417 0.0449942 0.0112052 -0.0339391 0.0631581 0.00893413 0.0464254 leaf_count=8611 3758 1424 6778 2757 2148 2148 903 575 430 201 458 111 207 375 1010 228 1609 570 132 311 302 247 1092 167 212 169 378 157 683 855 internal_value=0 -0.00991932 -0.0427548 -0.0103497 -0.0943041 -0.0743249 -0.0462035 -0.0867228 0.0754752 0.386778 -0.114474 0.0894152 0.101128 -0.129037 -0.147572 0.0160923 -0.0525203 0.179124 0.110866 0.0987351 0.0790126 0.0513459 0.0822694 0.128817 0.150341 -0.206307 -0.353323 0.0676229 -0.202744 0.28694 internal_count=39006 35047 32768 25455 19318 17170 15022 13549 6137 3959 12974 5707 5596 12516 12141 2847 2619 1473 5389 5257 4946 4644 4228 3136 2969 416 7313 535 9294 2279 Tree=438 num_leaves=31 split_feature=22 49 39 84 61 70 53 29 8 31 66 55 39 55 80 48 63 42 87 24 71 51 92 41 58 24 68 69 80 25 split_gain=17.0117 9.97835 11.2449 7.80505 7.72278 9.30142 8.11248 7.62568 6.88784 6.2524 8.72426 9.47872 5.82421 5.76226 5.75618 5.54333 5.43691 5.20145 4.83768 4.78158 5.5461 4.06512 4.00379 4.21717 5.28324 4.48817 3.7218 3.57652 3.52277 3.41915 threshold=0.5 1.5 2.5 8.5 2.5 1.5 5.5 0.5 9.5 1.5 1.5 0.5 0.5 2.5 0.5 3.5 4.5 0.5 3.5 3.5 2.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -3 5 6 8 12 9 10 14 18 27 -4 16 22 19 26 -12 20 21 -1 23 24 -2 29 -11 -7 -6 -25 right_child=15 3 13 -5 28 7 -8 -9 -10 17 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_parent=21 24 3 13 3 28 27 6 7 8 26 18 11 12 13 14 15 16 17 18 19 20 21 22 29 24 25 26 27 28 29 leaf_value=0.00301175 0.000112354 0.0137747 -0.0368845 -0.0465594 -0.0393552 0.0123823 -0.0475244 -0.0541586 -0.0460956 0.0142018 -0.0338753 0.0263605 0.0941816 0.0204824 0.0459529 0.0574203 0.0654012 0.0481361 0.0342289 -0.0341846 -0.0424961 -0.0344903 -0.0261145 0.0642238 0.0392478 0.0135659 -0.0243617 0.0741928 0.018426 -0.000710693 leaf_count=7407 1454 1415 6885 112 3149 615 2937 268 1341 1509 5473 349 248 115 256 179 103 270 208 991 790 718 185 230 183 407 672 121 295 121 internal_value=0 -0.0707251 -0.103277 0.0928227 -0.0696094 -0.0475412 -0.0709803 0.271345 -0.0536694 -0.0384561 -0.0717605 -0.228901 0.381436 -0.316944 -0.0101022 0.152089 -0.0290556 0.136735 -0.304749 -0.0418606 -0.0157372 0.00840886 0.120771 0.147627 0.0696082 0.295836 0.0485614 0.24294 -0.328755 0.518612 internal_count=39006 36247 34720 1527 27720 24276 23024 1252 20087 18746 16295 6030 984 7000 10265 2759 10009 2451 5681 9906 8915 8125 2580 2395 1637 758 2181 736 3444 351 Tree=439 num_leaves=31 split_feature=13 68 34 42 57 87 67 71 18 77 90 47 70 74 19 39 72 9 78 10 50 24 85 25 58 47 88 82 74 66 split_gain=26.5488 19.1873 18.6675 22.5219 14.9173 14.9716 11.5097 11.3727 9.66213 9.72351 11.1868 10.5405 9.08957 9.22332 7.17675 7.04511 6.67048 6.05883 6.77158 5.88813 6.74384 5.83451 5.36614 5.69737 5.00737 4.87887 4.5393 4.46462 5.95105 4.4265 threshold=3.5 10.5 19.5 0.5 2.5 1.5 8.5 3.5 6.5 20.5 2.5 4.5 1.5 1.5 1.5 3.5 2.5 1.5 0.5 2.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 17.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 15 -2 17 27 19 -19 20 22 25 23 26 29 -22 -1 28 -15 -14 right_child=14 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 24 16 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 14 1 2 3 4 5 6 7 8 9 10 11 29 28 14 15 16 18 18 19 25 21 22 23 24 25 26 27 28 29 leaf_value=0.000608193 -0.047662 0.0451321 0.0630269 -0.0262642 0.0328837 -0.0315033 0.0400633 -0.0496331 0.0583735 0.051036 -0.049986 -0.029957 0.030914 -0.00368547 0.00538446 -0.0444941 0.0536916 0.0388866 -0.0389608 -0.035087 -0.0486246 0.0751851 -0.0184297 -0.0297377 -0.0153647 0.0411839 0.0379736 0.0337554 0.0423884 0.00155414 leaf_count=6273 6211 879 182 4766 1213 2300 382 1505 156 129 393 1239 895 1104 253 982 266 442 129 2956 122 109 3536 1225 207 104 247 273 218 310 internal_value=0 0.0253058 0.00930138 -0.00178235 0.0306181 0.00951466 0.0303539 0.0154103 0.0265255 0.0176643 0.00741885 0.0191053 0.0370373 0.00321676 -0.380111 -0.0399327 0.152522 -0.024271 0.248572 -0.0450378 -0.0256626 0.352654 -0.0447383 -0.00151711 0.190943 0.0268282 0.0268329 0.0984593 0.0321036 0.237133 internal_count=39006 32542 31663 31481 26715 25502 23202 22820 21315 21159 21030 20637 19398 17986 6464 16125 1861 15143 571 14572 11616 335 11281 7745 1412 226 6520 1595 1322 1205 Tree=440 num_leaves=31 split_feature=66 63 52 91 90 61 35 23 13 86 85 28 25 58 58 76 6 72 76 39 16 71 26 8 80 20 13 70 3 58 split_gain=23.2433 20.4467 14.2977 11.1979 10.1643 10.1533 8.43829 9.28711 11.8891 6.59443 6.48841 6.35904 6.30363 5.99734 5.86687 5.23708 5.18783 4.96211 5.04781 4.5619 4.47555 4.457 4.4 4.33548 4.30663 5.19689 4.3004 4.14078 4.13489 4.05864 threshold=1.5 5.5 1.5 0.5 12.5 2.5 12.5 3.5 4.5 4.5 3.5 1.5 0.5 10.5 0.5 0.5 0.5 1.5 2.5 3.5 1.5 3.5 0.5 2.5 0.5 1.5 1.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 4 3 11 5 6 7 8 9 10 21 20 26 17 19 16 -9 18 27 22 29 23 -5 24 25 -2 -4 -7 -17 -1 right_child=1 -3 12 14 -6 13 -8 15 -10 -11 -12 -13 -14 -15 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 25 1 26 22 4 27 6 16 8 9 10 11 12 13 14 28 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0362786 0.0118673 -0.0437983 0.0359266 0.00876013 0.0509909 0.0213607 0.040639 -0.0145199 -0.0514872 0.0650733 -0.0300984 0.0350631 -0.0312503 0.0552434 0.0405248 0.046294 -0.0505985 -0.0398168 0.058378 -0.0457207 0.015867 -0.0514693 -0.0494331 -0.0479793 -0.0235692 0.0794588 -0.0115667 0.00176474 -0.0209461 0.0065012 leaf_count=15275 4646 2275 418 2177 196 1639 200 3165 1399 119 417 202 197 185 340 209 1033 199 140 851 275 376 1002 232 281 125 313 793 124 203 internal_value=0 0.0517752 -0.157457 -0.219633 0.0758633 0.0616872 0.00508677 -0.0146925 0.0472518 0.0768659 0.0599285 -0.298333 0.142983 0.173827 0.00473415 -0.162672 -0.212978 0.144305 0.162682 -0.0842167 -0.319204 0.0872088 0.00654722 0.0992946 0.111759 0.13284 0.248435 0.137784 0.185554 -0.339794 internal_count=39006 17753 21253 20325 15478 15282 12326 12126 7595 6196 6077 15955 928 2956 4370 4531 4198 2771 2572 4030 15753 5660 3179 5284 5052 4771 731 2432 333 15478 Tree=441 num_leaves=31 split_feature=13 14 63 42 57 65 9 75 52 39 76 77 78 36 16 43 82 41 70 66 47 10 53 21 56 61 52 32 54 85 split_gain=20.5225 14.1884 13.0772 12.907 8.0476 7.33125 7.17357 7.00419 6.10222 9.71813 6.45258 6.24281 6.19282 6.16852 7.58388 5.97022 5.02677 4.67983 4.62681 4.31917 5.02434 4.31422 4.14008 4.04004 4.80123 4.5099 3.84509 3.87041 3.8437 3.65756 threshold=2.5 2.5 7.5 0.5 0.5 2.5 0.5 1.5 2.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 4.5 2.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 -3 9 10 11 12 13 26 22 -10 -6 -14 -2 -18 -21 -8 -15 -7 25 -25 27 -1 -5 -27 right_child=18 7 -4 28 16 23 21 -9 15 -11 -12 -13 17 14 -16 -17 19 -19 -20 20 -22 -23 -24 24 -26 29 -28 -29 -30 -31 leaf_parent=27 18 7 2 28 16 23 21 7 15 9 10 11 17 22 14 15 19 17 18 20 20 21 22 25 24 29 26 27 28 29 leaf_value=-0.00797793 -0.0413631 -0.0461337 -0.0513093 -0.0392502 -0.0301724 0.00470181 0.0317923 0.0419908 0.0671849 -0.0308654 0.0538899 0.020575 0.029674 0.0536513 -0.0146868 -0.0176235 -0.0280526 -0.0242854 0.0182715 0.06633 -0.0201947 -0.00321168 -0.000566811 0.0229478 0.00539621 0.0443529 0.0144447 -0.0304425 0.00587136 0.103279 leaf_count=6149 7956 3494 1435 2882 2936 348 1157 114 177 2289 108 1146 851 668 240 102 498 364 212 253 215 771 327 255 287 183 904 1857 688 141 internal_value=0 0.000477724 0.0220127 0.036569 0.0604822 0.083637 0.0595276 -0.370421 0.0268199 0.0118233 0.0417843 0.0277606 -0.0112025 -0.0501394 0.159302 0.41386 -0.167563 0.204157 -0.36368 0.099147 0.341108 0.235435 0.375053 0.303416 0.418621 0.558138 -0.0972297 -0.128387 -0.293665 0.759177 internal_count=39006 30838 27230 25795 22225 18323 17109 3608 15181 14902 12613 12505 11360 10145 1235 279 3902 1215 8168 966 468 1928 995 1214 866 579 8910 8006 3570 324 Tree=442 num_leaves=31 split_feature=74 56 63 35 57 61 47 59 0 55 84 19 70 71 85 15 20 42 24 87 13 20 26 0 13 65 39 87 12 33 split_gain=12.203 10.9281 9.68297 15.881 11.4425 10.1633 9.79784 11.8587 10.8544 9.79974 10.9322 11.6707 7.86868 7.04755 10.3014 8.89795 11.4953 7.75421 9.73095 7.49665 7.72598 7.47097 7.18818 6.74869 6.72544 6.5166 6.27541 7.52954 6.21928 6.10717 threshold=1.5 1.5 7.5 2.5 1.5 3.5 5.5 2.5 1.5 0.5 10.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 5.5 3.5 3.5 1.5 0.5 2.5 8.5 0.5 2.5 4.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 29 7 9 28 10 11 12 13 14 15 21 -17 18 19 20 23 24 -18 -16 25 -1 27 -13 -8 -4 right_child=-2 -3 5 -5 -6 -7 8 -9 -10 -11 -12 26 -14 -15 17 16 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 0 1 29 3 4 5 28 7 8 9 10 27 12 13 23 16 22 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.000235094 -0.0224568 -0.0411305 0.00676505 -0.0356626 -0.0395807 0.0613305 0.0291717 -0.0525047 -0.0172726 -0.0112681 0.0513714 -0.0255734 -0.00887502 0.01387 0.0121486 0.0031753 0.0436011 0.0244984 -0.0177513 -0.00559556 0.0352045 -0.0511522 -0.0323647 -0.0508859 -0.0226211 -0.0319971 0.00316095 0.0142441 -0.00295847 0.0326552 leaf_count=5534 3371 2094 1469 1806 1820 103 1181 1612 278 2915 134 2350 2191 2341 1020 3179 386 798 426 455 495 134 646 173 404 454 544 136 289 268 internal_value=0 0.0236492 0.0269965 0.0147831 0.0211822 0.133433 0.0253597 0.0144604 0.163583 0.0181067 0.0306203 0.0264794 0.0420439 0.0543956 0.0356114 -0.00160683 0.0842851 0.111663 0.0630265 0.109197 0.170946 -0.0440012 0.355266 0.0912128 -0.0342339 -0.0123739 -0.111906 -0.191726 0.231482 0.105811 internal_count=39006 35635 33541 31701 29895 1840 28075 26327 1748 24715 21800 21666 18636 16445 14104 10737 4211 3367 2569 2143 1688 6526 1032 1193 6392 5988 3030 2486 1470 1737 Tree=443 num_leaves=31 split_feature=56 41 28 2 75 15 47 28 69 67 71 16 87 14 66 0 0 91 69 69 13 39 14 8 55 63 92 35 85 39 split_gain=12.4178 9.4962 9.01656 8.09651 7.68741 7.07123 7.06481 8.56782 8.54798 7.46137 6.7294 6.30342 6.65313 6.86909 6.24012 6.07626 5.83172 5.66179 5.2108 5.1057 4.36097 4.29197 11.5105 9.61164 7.60142 5.82769 5.0737 4.93619 4.78272 4.42496 threshold=1.5 2.5 1.5 2.5 5.5 9.5 4.5 0.5 4.5 1.5 4.5 0.5 3.5 8.5 5.5 2.5 1.5 1.5 1.5 8.5 1.5 0.5 0.5 18.5 1.5 13.5 0.5 0.5 9.5 9.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 10 9 11 -8 15 13 -13 19 17 -9 21 -19 -10 -7 22 23 24 -1 -24 27 28 -23 -29 right_child=-2 -3 -4 -5 -6 20 7 16 14 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 26 25 -25 -26 -27 -28 29 -30 -31 leaf_parent=24 0 1 2 3 4 20 10 16 19 9 10 13 12 13 14 15 16 18 18 19 20 28 25 23 24 25 26 29 28 29 leaf_value=-0.0161918 -0.0431057 -0.0292645 -0.0336842 -0.0349989 -0.0494971 0.0587212 0.0120385 0.01027 0.0295586 -0.0281661 -0.055768 -0.024422 0.0250095 0.0207633 -0.054529 -0.0289276 0.0730234 -0.0395895 0.0151497 -7.26417e-05 0.0111501 0.00487659 0.00530953 0.0289929 0.0215397 0.0330362 -0.0237954 0.0130816 0.0366495 0.0421489 leaf_count=5976 2569 2140 1000 2881 1056 151 2771 169 694 1402 109 2592 133 146 131 570 131 851 170 230 144 7857 2711 129 255 189 245 1296 132 176 internal_value=0 0.0321535 0.0369449 0.0409564 0.0444375 0.0468543 0.0428509 0.140326 0.0303406 0.0199644 0.103308 0.0250938 -0.114642 -0.174994 0.190785 0.0346066 0.491547 0.0388322 -0.223678 0.217967 0.347732 0.0437535 0.00148253 -0.0922309 -0.127738 0.0811693 0.0673557 0.0733756 0.0554469 0.175078 internal_count=39006 36437 34297 33297 30416 29360 29065 3180 25885 24830 2880 23428 2871 2738 1055 20557 300 19987 1021 924 295 18966 9260 6360 6231 2900 9706 9461 7989 1472 Tree=444 num_leaves=31 split_feature=66 8 81 14 39 87 47 61 59 39 33 55 84 47 41 59 54 42 53 66 41 10 35 15 17 66 31 73 41 39 split_gain=16.6224 12.0996 10.5494 9.48567 15.2573 10.7741 10.1515 8.76155 7.80863 8.08079 6.87418 7.03078 6.63095 6.52603 5.73807 6.27863 7.34147 4.95358 4.93145 4.92364 4.84942 4.65242 5.49099 6.14588 4.66833 4.6618 4.33794 5.34259 3.99026 3.71985 threshold=4.5 0.5 0.5 1.5 0.5 2.5 4.5 2.5 1.5 2.5 4.5 9.5 3.5 14.5 1.5 1.5 0.5 4.5 4.5 0.5 1.5 0.5 0.5 2.5 0.5 3.5 0.5 0.5 3.5 11.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 10 7 14 9 20 11 12 -1 28 15 16 18 -3 21 -17 26 22 24 -24 25 29 27 -5 -2 -6 right_child=13 17 -4 8 6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=12 28 17 2 27 29 5 6 7 8 9 10 11 12 13 14 19 16 17 18 19 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.0316692 -0.0353222 -0.027123 -0.0442116 0.01637 0.0123696 0.0161124 -0.031796 -0.0241245 0.0637873 -0.00902633 0.0539699 0.0332753 0.0210076 0.0475167 0.0324764 0.0134739 -0.025854 0.0300063 -0.0392481 0.103459 0.0559244 -0.015773 0.023147 0.087119 -0.0205343 0.0735223 -0.0160952 0.0655852 0.0201007 -0.0295845 leaf_count=7767 7639 4672 2507 1750 3784 492 1317 1113 159 1135 1061 119 155 116 663 121 614 112 280 138 130 674 640 104 464 107 351 177 487 158 internal_value=0 0.00458875 0.0266536 0.0370189 -0.00058894 -0.150606 0.0624546 0.0859476 0.15576 0.12406 -0.223011 -0.246278 -0.278579 -0.279175 0.110978 0.0839701 0.0697672 -0.225916 0.0958296 0.584994 0.202704 0.108534 0.131088 0.343702 0.094929 0.120398 0.163924 0.206136 -0.317447 0.106923 internal_count=39006 30764 25980 23473 19771 9594 10177 8860 3702 3543 9102 8041 7922 8242 7747 7084 6825 4784 6211 259 2408 5931 5257 744 4513 4049 2278 1927 8126 3942 Tree=445 num_leaves=31 split_feature=33 82 33 33 10 15 31 12 13 47 86 43 70 70 82 47 85 66 24 47 8 72 61 33 24 53 86 7 47 47 split_gain=64.2428 8.80078 5.94258 5.71221 3.96668 2.99432 3.0103 2.90211 2.48569 3.75698 1.93883 1.72671 1.37913 1.1934 1.13573 1.13302 0.938958 0.885326 0.84271 1.73598 0.796658 1.34848 0.63494 0.271061 0.258158 0.288357 0.509699 0.211203 0.185392 0.0990408 threshold=2.5 0.5 7.5 0.5 0.5 1.5 0.5 0.5 2.5 1.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 1.5 8.5 0.5 0.5 9.5 0.5 0.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 4 20 7 6 8 11 9 12 18 13 16 15 -3 -2 17 -5 19 23 24 -22 -21 -4 25 26 27 28 -1 -8 right_child=1 14 10 5 -6 -7 29 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 15 14 23 17 4 5 29 7 8 9 10 11 12 13 14 15 16 17 18 22 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.0493615 0.0296915 -0.0155139 0.0350237 0.00143569 -0.0414482 -0.0480478 -0.0391469 -0.0271997 -0.0508143 0.0396411 0.00920666 -0.0127796 -0.0442904 0.0441164 -0.0589055 -0.00094924 0.0212392 -0.030474 0.0630067 0.000808231 -0.00794953 -0.0504314 0.0321622 0.0527921 -0.0500004 -0.0505778 -0.0245046 -0.0349356 -0.0365056 -0.0512833 leaf_count=3115 208 170 122 378 187 3034 960 122 556 472 153 106 340 141 232 117 274 442 144 101 519 1078 133 701 15343 6338 774 1156 828 762 internal_value=0 0.19335 0.249704 -0.401285 0.0896004 -0.23596 -0.155112 0.155395 -0.0627238 0.00212528 0.399939 0.219579 -0.124723 0.273621 -0.382397 0.184134 -0.0484582 -0.126975 0.449347 0.406891 -0.464073 -0.307505 0.193885 0.498526 -0.476831 -0.446622 -0.416173 -0.444355 -0.468856 -0.441359 internal_count=39006 2637 2235 36369 881 7218 4184 694 2462 1906 1354 572 1434 466 402 325 1094 820 1201 1057 29151 1597 234 823 27554 12211 5873 5099 3943 1722 Tree=446 num_leaves=31 split_feature=10 56 14 13 92 41 3 31 38 58 51 78 59 39 66 34 77 31 42 19 58 2 53 89 10 74 66 74 66 75 split_gain=33.5124 28.0447 19.507 18.4466 14.3812 11.2724 9.33637 7.23241 7.2244 6.82004 6.72159 6.48073 5.98157 5.80912 5.79328 5.7808 5.67068 5.39024 5.26487 5.25204 4.70105 4.63954 4.61149 4.47478 6.20123 9.0032 7.56506 6.17985 4.85867 4.39455 threshold=6.5 1.5 3.5 4.5 3.5 0.5 1.5 5.5 7.5 3.5 0.5 1.5 8.5 2.5 12.5 6.5 1.5 1.5 3.5 1.5 0.5 0.5 5.5 1.5 0.5 1.5 0.5 0.5 4.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 10 9 13 11 14 16 23 18 -8 -3 20 22 -2 -13 -12 -7 24 25 28 -27 29 -1 -26 right_child=19 12 -4 -5 -6 7 15 -9 -10 -11 21 17 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31 leaf_parent=28 19 16 2 3 4 22 15 7 8 9 21 20 12 13 14 15 16 17 18 19 20 21 22 23 29 26 26 27 28 29 leaf_value=-0.0250062 0.0464256 0.0212134 -0.0512606 -0.0415575 0.0640089 0.00651277 0.0334605 -0.0323087 0.0537538 0.042389 -0.0332274 0.018362 0.0437988 -0.0434132 -0.042076 -0.0373778 -0.0241713 -0.00386237 -0.0439266 -0.00432773 0.0638012 0.0101353 0.031361 -0.0419996 0.0249908 0.0701238 -0.00205698 -0.0245302 -0.00310139 -0.0365865 leaf_count=7887 3331 1283 2899 4908 131 3630 653 413 187 398 351 221 1000 2486 199 110 200 213 344 163 199 246 572 1466 1115 306 981 634 2308 172 internal_value=0 -0.00948012 -0.0515436 -0.0330821 -0.0111955 -0.0217899 -0.0954232 0.0528556 -0.124004 -0.135537 0.0717453 0.100716 0.239382 -0.148637 0.0652054 0.220974 0.16163 0.311706 0.081307 0.408062 0.435183 -0.167516 0.0954197 -0.126262 -0.108197 -0.153747 0.175232 0.0631705 -0.197352 0.18326 internal_count=39006 35512 33029 30130 25222 25091 18703 6388 17940 17753 5975 5378 2483 17355 4745 763 1483 633 4546 3494 420 597 4202 14869 13403 11482 1287 1921 10195 1287 Tree=447 num_leaves=31 split_feature=49 55 91 24 9 84 82 66 26 39 87 31 12 82 89 86 21 8 38 49 59 85 50 13 70 52 85 31 38 61 split_gain=16.503 11.3181 9.84555 9.08733 9.5789 7.64474 7.0226 6.20874 5.30396 5.21916 5.75981 5.04773 5.03333 4.88041 5.16716 4.99244 4.65155 4.23587 4.1207 4.05332 5.94689 3.7937 3.61654 3.58112 3.49223 3.38153 4.25958 3.96229 4.25078 4.23156 threshold=0.5 0.5 0.5 1.5 0.5 8.5 5.5 1.5 2.5 1.5 0.5 0.5 8.5 8.5 5.5 0.5 1.5 14.5 0.5 3.5 9.5 0.5 0.5 0.5 2.5 0.5 0.5 3.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 12 7 9 -3 10 -1 23 13 14 17 -15 -6 19 -5 20 25 -8 24 -12 -9 26 -2 29 -29 -28 right_child=5 8 -4 18 16 -7 21 22 -10 -11 11 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_parent=10 26 8 2 18 16 5 21 24 8 9 23 11 12 15 14 15 16 17 18 19 20 21 22 23 24 25 29 28 28 29 leaf_value=-0.00588334 -0.00266118 0.0116995 -0.0372577 -0.0307947 0.0374729 -0.0332401 0.0713681 -0.0277823 -0.060581 -0.0313052 0.0421888 0.0875695 -0.0540593 0.0018681 -0.0465019 0.0723338 -0.0196883 -0.0454348 0.00568694 0.0247881 0.0749857 -0.00451262 0.032406 -0.00266061 0.028266 -0.0098206 0.0166464 0.0784207 0.0204046 -0.0335206 leaf_count=4882 1217 2768 6820 7116 1009 239 239 6166 671 1562 453 209 230 130 415 112 418 177 460 509 162 101 175 562 171 857 777 107 109 183 internal_value=0 -0.096632 -0.138733 -0.103132 -0.046709 0.0807763 -0.087958 -0.109234 0.0885814 -0.0266011 0.0219822 0.244256 0.103316 0.113358 0.0941325 0.444559 0.260897 0.106889 -0.260048 0.117545 0.0728025 0.407904 -0.226951 0.150755 -0.251883 0.0558273 0.0993184 0.185248 0.423754 0.114246 internal_count=39006 33782 30343 23523 15947 5224 14520 14180 3439 7668 6106 1224 4985 4755 4513 242 1427 4098 7576 3921 3412 340 6512 1015 6337 3250 2393 1176 216 960 Tree=448 num_leaves=31 split_feature=87 68 34 67 74 19 42 57 19 47 68 59 2 67 13 70 77 57 90 38 41 54 72 4 58 77 89 83 8 28 split_gain=24.87 18.7174 15.2422 16.2754 12.5626 11.2156 10.4445 8.60076 8.19292 7.84596 8.91706 7.71823 7.0023 6.88608 6.71912 6.34392 6.13693 5.66551 10.6421 6.29656 5.18531 4.71305 4.65129 4.57669 5.41425 4.51367 5.4882 5.27396 4.8229 4.10258 threshold=1.5 0.5 7.5 0.5 6.5 5.5 0.5 1.5 1.5 0.5 12.5 3.5 2.5 8.5 1.5 1.5 14.5 10.5 1.5 0.5 3.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 15.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 12 7 8 14 -3 16 -4 -2 20 15 25 17 18 19 22 23 -17 -11 24 -5 26 27 28 -1 -6 right_child=5 9 11 13 29 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 12 9 11 24 29 5 6 7 8 22 10 11 12 13 14 21 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0281711 -0.0376802 0.0293708 0.0639853 0.00871004 0.0268523 0.0438227 -0.0405382 0.0250775 0.0173408 0.00693434 0.0469831 -0.026363 0.0371073 0.0397019 -0.0393787 0.0277506 0.0459255 0.045682 -0.0564761 -0.0181679 -0.0418993 -0.0232121 0.0543901 0.0320629 -0.024802 0.00469696 0.000812019 0.0233205 0.0385894 -0.021555 leaf_count=11046 6078 1887 211 2579 625 114 3391 761 666 1271 506 106 143 345 4382 412 113 144 227 579 370 153 139 289 458 538 801 227 343 103 internal_value=0 0.0342402 -0.0184514 -0.0348158 -0.0996044 -0.281503 -0.134022 -0.0996154 -0.12434 0.167743 0.0850234 0.469765 -0.338112 0.101271 -0.154013 -0.120783 0.03404 -0.00192076 -0.0352952 0.0229733 0.0621633 0.130557 0.121982 0.0826575 0.0445259 -0.154861 -0.18915 -0.239052 -0.26415 0.192263 internal_count=39006 32671 27805 27488 23447 6335 22719 19328 18567 4866 2979 317 6221 4041 17901 13519 2473 2360 2216 1989 3696 565 1410 3326 3037 12954 12417 11616 11389 728 Tree=449 num_leaves=31 split_feature=42 61 87 71 66 31 7 58 40 39 8 36 67 90 77 86 39 58 56 43 70 13 54 30 75 67 14 10 66 29 split_gain=22.8259 17.4094 14.4583 9.18964 8.6851 7.61597 7.35109 7.20545 6.8025 6.63178 6.37455 5.8678 5.41032 5.11914 6.11794 5.85235 5.23288 5.09945 4.85569 4.74172 4.26193 4.43335 4.54385 3.94398 3.7631 4.64771 5.53903 5.41707 4.36499 3.691 threshold=0.5 1.5 0.5 4.5 0.5 5.5 0.5 7.5 1.5 6.5 5.5 0.5 0.5 6.5 0.5 2.5 2.5 0.5 0.5 2.5 0.5 5.5 0.5 0.5 0.5 1.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 7 12 13 -4 9 -2 10 11 19 -1 14 15 16 18 -16 24 20 21 22 23 -3 25 26 27 -6 -27 -13 right_child=8 3 6 -5 5 -7 -8 -9 -10 -11 -12 29 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_parent=12 8 23 6 3 27 5 6 7 8 9 10 29 12 13 17 15 16 17 18 19 20 21 22 23 24 28 26 27 28 29 leaf_value=-0.0275297 -0.0392598 0.0356247 -0.0384868 -0.0449125 0.0197596 -0.0377167 -0.00341609 0.0462723 0.0131694 -0.0385153 -0.0552124 -0.00867752 0.0181334 0.0461477 -0.0367396 0.0505498 -0.0408464 0.0386069 -0.0151381 -0.014835 0.00728044 -0.0389711 0.0110004 -0.0238635 -0.00630087 0.0903321 -0.0206225 -0.0245478 0.0204536 0.0355163 leaf_count=6095 6216 1978 6053 811 2401 1081 1308 287 260 617 272 1021 842 107 1134 195 855 107 1548 411 947 215 685 176 1290 105 982 724 130 153 internal_value=0 0.0171525 -0.0599713 0.117796 -0.00486164 0.0397062 -0.266579 0.134454 -0.323335 0.111234 0.126367 0.137333 -0.199261 0.0621093 0.0455461 0.073882 0.0538551 -0.245014 0.0713486 0.178982 0.200446 0.253164 0.268549 0.334018 0.106318 0.147562 0.115833 0.159251 0.485627 -0.0297713 internal_count=39006 32530 24957 7573 17596 10659 7361 6762 6476 6475 5858 5586 6937 9578 9471 8230 8035 1241 7180 4412 4001 3054 2839 2154 5632 4342 4107 3125 235 1174 Tree=450 num_leaves=31 split_feature=42 13 63 14 34 46 6 17 75 44 36 89 54 14 57 91 31 29 8 85 53 92 85 14 73 19 84 40 68 90 split_gain=18.5444 12.617 12.3048 9.86455 7.11074 5.95841 7.78919 6.93697 6.61238 6.49222 6.29171 5.46126 5.07442 4.58856 4.45469 4.40314 4.38337 4.14684 3.86897 3.78298 4.51747 4.9489 4.37808 4.03148 3.46853 3.35297 3.34234 4.19455 3.32762 3.11377 threshold=0.5 2.5 7.5 2.5 1.5 3.5 0.5 0.5 6.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 3.5 0.5 0.5 0.5 2.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 4.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 28 13 24 -5 15 19 29 18 -2 -3 20 21 23 -21 -9 25 26 27 -12 -8 -1 right_child=17 16 -4 12 -6 -7 9 14 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 17 18 2 12 4 5 28 23 8 9 27 11 12 13 14 15 16 17 18 22 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00375105 -0.0403814 -0.0441619 -0.0490563 -0.0478248 -0.0258063 -0.0283618 0.0355862 0.0195034 0.0500242 -0.0207106 0.0351136 -0.0373506 0.0174601 -0.029566 -0.0207872 0.0452192 0.0177002 0.021206 0.0170162 0.0433312 -0.0193953 -0.0391339 -0.00955436 0.0805023 -0.0214182 -0.00388126 0.074832 -0.0239979 -0.0172351 -0.0518034 leaf_count=7775 6243 5403 1635 2236 2846 575 1144 1558 239 291 736 514 293 1977 820 280 223 268 469 819 953 165 224 275 237 177 114 155 231 132 internal_value=0 -0.00438376 0.01935 0.0341749 0.0510874 0.0662956 0.0781086 0.0463105 -0.00258896 0.25378 -0.0182597 0.147505 -0.334574 -0.0648996 0.166462 -0.0335906 -0.30724 -0.358757 -0.378203 0.201307 0.117886 0.1909 0.346449 0.243771 0.206164 0.257539 0.336593 0.264742 0.319692 -0.0497986 internal_count=39006 32495 26400 24765 22236 19390 18815 17149 12336 1666 12097 1933 2529 10164 4813 8187 6095 6511 5872 3994 2951 1998 1043 1833 1419 1182 1005 891 1375 7907 Tree=451 num_leaves=31 split_feature=23 58 25 32 69 40 18 46 58 65 17 61 61 47 13 35 39 72 39 85 85 84 33 82 28 54 47 87 0 24 split_gain=11.6738 10.076 9.54914 8.30019 8.58172 8.13303 6.76668 7.12917 6.6521 6.34944 6.20946 6.07631 5.32206 5.21996 8.33236 4.93678 5.28273 4.77826 6.42337 6.33837 5.34805 5.26025 5.0677 5.47132 4.77209 8.34432 5.16899 4.54976 5.04426 5.02268 threshold=10.5 2.5 1.5 1.5 9.5 0.5 0.5 0.5 0.5 3.5 1.5 4.5 11.5 5.5 13.5 1.5 1.5 0.5 0.5 5.5 1.5 1.5 4.5 0.5 0.5 0.5 5.5 1.5 0.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 10 15 -9 17 -4 13 14 -5 16 -7 18 -1 22 24 27 23 -19 26 -26 -20 28 29 -22 right_child=-2 -3 11 12 -6 8 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 19 20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=18 0 1 11 14 4 16 6 9 8 9 10 11 12 13 14 15 16 23 26 19 29 21 22 23 25 25 26 27 28 29 leaf_value=-0.00288661 -0.0350534 -0.0331957 -0.0278949 0.00946643 0.0437068 -0.0145335 -0.016403 -0.0245323 -0.0450658 0.0411915 -0.0174001 0.0431367 -0.0569637 0.0267992 -0.0272831 -0.0363419 0.00621445 0.0142105 0.00224213 -0.0319451 0.0224873 -0.0129721 0.0615416 -0.0326 0.00542657 -0.0631098 0.0273288 0.00723036 0.0460382 -0.0116004 leaf_count=7904 1903 1027 3924 4561 192 2045 1627 1499 424 103 1141 167 168 538 168 617 770 2172 4568 103 699 204 109 308 160 137 332 1023 259 154 internal_value=0 0.0213848 0.0251502 0.0303639 0.0121407 0.00858005 0.0216362 0.0288795 -0.102167 -0.17832 0.0359845 -0.219275 0.092444 0.097272 0.0787735 -0.0699875 -0.0390058 0.0423002 0.0284931 0.118437 0.0575978 0.121042 0.139182 0.123209 0.0245731 -0.224363 0.0359927 0.145048 0.223477 0.167991 internal_count=39006 37103 36076 31985 26550 26358 22502 20875 3856 1602 19273 4091 5435 5267 4729 3432 2815 18132 15440 2692 7536 2339 2589 2480 5197 297 4900 2135 1112 853 Tree=452 num_leaves=31 split_feature=16 91 87 88 25 14 33 15 63 77 39 67 31 85 63 10 14 24 73 23 17 53 14 74 85 38 8 33 0 28 split_gain=12.5714 10.5864 10.0998 7.42 7.42383 7.17871 8.30204 6.29202 6.1276 7.07222 6.5319 7.956 7.78204 6.54253 6.04899 5.85288 5.65814 4.8405 4.62461 4.66506 4.7785 4.25537 4.19615 5.27861 4.17498 5.2632 3.80128 3.77121 3.91007 9.53342 threshold=0.5 1.5 2.5 6.5 2.5 7.5 4.5 9.5 12.5 1.5 0.5 1.5 9.5 0.5 8.5 1.5 1.5 1.5 1.5 1.5 2.5 0.5 0.5 0.5 2.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 5 4 7 6 14 8 9 10 12 18 13 16 -2 -3 17 26 19 20 27 -10 23 24 25 -15 -1 28 -12 -30 right_child=2 15 -4 -5 -6 -7 -8 -9 21 -11 11 -13 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=26 14 15 2 3 4 5 6 7 21 9 28 11 12 25 14 15 16 17 18 19 20 21 22 23 24 25 26 27 29 29 leaf_value=-0.0364131 -0.0346688 -0.0301407 0.0168148 0.0531067 -0.0393587 0.0144449 0.0282519 0.0349785 0.0245919 -0.0363043 0.0116953 -0.037936 0.0295655 -0.0104855 0.0076727 0.0375637 -0.00207325 0.00667988 -0.00981415 0.00108357 0.0419326 -0.00136315 0.011363 -0.0280863 0.014012 0.0255451 -0.00728574 -0.017623 -0.00814812 0.0371505 leaf_count=6176 5464 2092 388 171 1679 207 149 271 569 792 6572 408 205 1243 122 470 1192 569 849 3611 195 236 1149 629 594 207 971 458 1153 215 internal_value=0 0.0446592 -0.122601 0.0514406 0.0486456 -0.193778 -0.247915 0.0516962 0.0478339 0.039208 0.0426802 0.0674188 -0.00991478 -0.0257731 -0.294226 -0.230605 -0.106426 -0.215323 0.0726344 0.0806584 0.101386 0.179499 0.0273606 -0.0254879 0.0107285 -0.0538234 -0.279579 0.095339 0.101032 -0.00176552 internal_count=39006 32676 6330 30114 29943 5942 5735 28264 27993 27188 26396 13461 12935 12730 5586 2562 8908 7716 13053 12204 8593 805 3822 2673 2044 1450 7147 8398 7940 1368 Tree=453 num_leaves=31 split_feature=16 14 13 9 85 42 47 32 15 25 31 39 61 27 57 59 53 0 0 24 63 75 39 63 13 84 61 59 63 84 split_gain=15.8398 14.0034 14.7403 10.0401 9.80268 8.83535 8.01156 7.68932 6.87906 10.0657 6.46404 6.06513 6.11707 5.98657 5.90842 4.90966 4.89024 4.74371 6.42605 5.83033 5.64357 5.43094 5.29501 5.00586 4.67717 5.9812 4.51962 4.98122 4.23366 3.94283 threshold=0.5 7.5 0.5 0.5 5.5 0.5 4.5 0.5 5.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 3.5 0.5 7.5 1.5 0.5 7.5 4.5 5.5 2.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 7 5 10 8 -3 9 14 11 -1 16 -11 17 -9 -13 18 19 21 -20 23 -21 29 25 -2 27 -7 -8 -4 right_child=24 3 6 -5 -6 26 28 15 -10 13 -12 12 -14 -15 -16 -17 -18 -19 20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=11 25 7 29 3 4 27 28 15 8 13 10 16 12 13 14 15 16 17 20 22 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0281677 -0.0396476 0.0389682 0.0120185 0.0763366 0.0296541 0.00357083 -0.0307604 -0.012335 -0.0250939 0.0316691 -0.0434957 0.0177154 -0.027724 -0.0308563 -0.0387864 0.0414878 -0.0505833 0.0395304 -0.0256367 0.0518235 0.0511307 -0.0203653 -0.0171643 -0.052373 0.0127923 0.00820177 -0.0208782 0.0555621 0.028022 -0.00629827 leaf_count=6402 5779 421 4486 176 306 782 1830 816 739 1136 5840 1066 1331 549 622 131 315 262 1167 199 141 922 102 326 212 363 877 308 234 1166 internal_value=0 -7.56564e-05 -0.0248764 0.24029 -0.142429 -0.173851 0.0340113 0.152926 0.0554267 0.0725393 -0.233161 -0.172109 -0.0346858 0.268701 0.0312476 -0.0195871 0.10645 0.0449797 0.0313576 0.0620219 -0.187658 0.0384642 0.356894 0.0673246 -0.274542 -0.324864 0.0507656 0.176458 -0.229687 0.0795205 internal_count=39006 32652 31108 1544 17227 16921 13881 1368 11817 11078 14954 9114 2712 1685 9393 947 1381 8771 8509 7201 1308 6900 301 5978 6354 6142 1967 1090 2064 5652 Tree=454 num_leaves=31 split_feature=33 33 82 13 74 42 25 86 53 33 56 32 15 24 14 23 23 47 8 23 82 47 53 39 23 86 32 23 7 27 split_gain=61.3778 10.2962 5.37079 5.25584 5.05869 5.2856 4.98606 3.45221 2.56317 2.01532 1.7145 1.67722 1.55865 1.53401 1.51138 1.4284 1.06572 0.869124 0.555684 0.984963 0.1897 0.169515 0.148649 0.146778 0.248192 0.381057 0.126145 0.117265 0.0923106 0.0914928 threshold=1.5 7.5 0.5 4.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 2.5 8.5 3.5 1.5 0.5 0.5 0.5 1.5 0.5 1.5 3.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=9 2 3 4 5 6 8 10 11 18 17 13 14 -2 16 -13 21 26 23 -20 -4 -11 -14 24 25 28 27 -3 -1 -25 right_child=1 7 20 -5 -6 -7 -8 -9 -10 12 -12 15 22 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_parent=28 13 27 20 3 4 5 6 7 8 21 10 15 22 13 14 15 16 17 19 19 20 21 22 29 24 25 26 27 28 29 leaf_value=-0.0469708 0.0358405 0.0510938 -0.0372403 -0.0583575 -0.0442793 -0.0330686 -0.0261047 -0.0035218 -0.0131112 -0.0262763 0.00687259 0.0381515 -0.0379328 -0.00800351 0.00351241 0.0756062 -0.0513175 0.0280802 -0.0506659 -0.0135686 -0.055429 -0.011131 -0.0505023 -0.050452 -0.0505564 -0.0298613 0.0596601 0.0394598 -0.0386976 -0.0407472 leaf_count=5077 227 772 321 222 427 246 329 185 251 366 102 144 716 129 598 116 1013 139 882 704 379 395 2594 12478 6545 1109 111 119 1085 1225 internal_value=0 0.136094 -0.0177779 0.0476223 0.100017 0.163525 0.244935 0.349978 0.3323 -0.432478 0.418444 0.389805 -0.310357 0.250811 -0.212594 0.530827 -0.307789 0.462553 -0.466648 -0.333012 -0.469112 -0.195717 -0.461351 -0.477667 -0.457587 -0.428538 0.511004 0.492092 -0.45498 -0.498635 internal_count=39006 4219 2791 2091 1869 1442 1196 1428 867 34787 1243 616 5682 356 2372 260 1774 1141 29105 1586 700 761 3310 27519 13816 7271 1002 891 6162 13703 Tree=455 num_leaves=31 split_feature=60 56 92 39 14 25 46 86 13 82 61 45 33 8 61 19 59 10 4 10 91 0 85 36 63 8 56 35 38 24 split_gain=32.5539 22.73 18.7958 18.537 13.1126 11.2118 12.5031 9.06304 8.78171 7.5879 7.58172 7.25404 6.2894 6.04685 5.97434 5.44425 5.02604 5.01158 4.91996 4.35575 4.23476 4.06716 5.33765 4.00453 4.0031 10.0897 4.08696 5.07681 4.35396 3.93743 threshold=0.5 1.5 4.5 2.5 3.5 1.5 2.5 0.5 1.5 0.5 3.5 3.5 1.5 12.5 0.5 1.5 8.5 2.5 0.5 6.5 0.5 3.5 2.5 0.5 7.5 7.5 0.5 1.5 3.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 11 -9 17 12 13 19 -8 18 23 -2 -7 21 -10 22 24 -3 26 -26 27 28 -1 -24 right_child=10 16 -4 -5 -6 15 14 9 20 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 29 -25 25 -27 -28 -29 -30 -31 leaf_parent=28 17 23 2 3 4 18 14 9 20 9 10 11 12 13 14 15 16 17 18 19 20 21 29 23 25 25 26 27 28 29 leaf_value=-0.00875899 0.0204978 0.0215711 0.0732982 -0.0349431 -0.0498588 0.0229495 0.0596376 0.0128118 -0.043292 -0.0186963 -0.0193927 0.0642316 -0.0382324 -0.0497005 0.00339539 -0.0299647 0.0418743 0.0494138 -0.0270488 0.0320847 0.000723807 0.029748 -0.0417816 -0.00903138 0.0843554 -0.04343 0.00892691 -0.0363414 0.0500798 0.0181196 leaf_count=5591 669 994 104 7196 1913 1678 310 3021 3524 1027 200 211 2052 983 366 134 921 2785 110 504 468 251 853 373 116 239 904 1193 120 196 internal_value=0 -0.0151812 -0.0524388 -0.0632525 -0.0335801 -0.0193232 -0.0530074 -0.0726947 -0.119959 0.0525755 0.341029 -0.0856982 -0.0959955 -0.0729744 0.342199 0.154121 0.223236 0.390731 0.192565 -0.0568272 -0.35059 -0.0703836 -0.0838458 0.1489 -0.0557745 0.331447 -0.0703492 -0.107806 -0.0719322 -0.323845 internal_count=39006 35352 33064 32960 25764 23851 21929 21253 17205 4048 3654 13213 13002 10950 676 1922 2288 3454 1788 9967 3992 9463 9212 1367 8163 355 7808 6904 5711 1049 Tree=456 num_leaves=31 split_feature=31 8 39 9 35 31 24 29 57 85 35 70 91 14 63 82 61 69 23 92 84 14 0 36 9 36 87 53 32 16 split_gain=16.2533 16.9616 9.1228 6.96182 6.94376 6.78013 7.46101 6.8823 7.03986 6.74641 6.70981 4.99093 4.85532 4.74677 4.67937 4.53557 4.52812 5.05429 4.66352 4.52309 4.23394 4.96277 4.22069 4.05567 4.0325 3.95125 3.87074 3.97816 3.86133 3.87138 threshold=0.5 4.5 0.5 2.5 5.5 3.5 3.5 0.5 1.5 1.5 0.5 1.5 0.5 2.5 0.5 7.5 1.5 3.5 10.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 7.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 4 10 9 5 6 7 8 11 -4 12 16 13 14 19 -7 18 -18 28 22 -11 -22 24 -12 -1 -5 27 -16 29 -2 right_child=1 -3 3 25 -6 15 -8 -9 -10 20 23 -13 -14 -15 26 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 29 1 9 25 4 15 6 7 8 20 23 11 12 13 27 15 17 17 18 19 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.00206714 0.020045 -0.0326345 -0.0306163 -0.00778677 -0.0489238 0.0220253 -0.0315643 -0.0289805 -0.0298584 -0.0188494 -0.0332735 0.0456398 -0.0246697 -0.0317031 0.0339161 0.0616456 -0.0272432 0.0392878 -0.0350554 0.0526621 0.0193416 -0.0469604 -0.0347373 0.0105706 0.0299766 0.0587948 -0.0287022 -0.0113069 -0.000845849 0.0503352 leaf_count=3603 2321 2173 9859 144 425 1589 791 1033 865 2905 2347 475 2211 743 1070 222 1073 146 217 246 741 282 551 492 420 115 111 530 834 472 internal_value=0 0.0798086 -0.0934777 -0.186399 0.125925 0.139805 0.0735393 0.110061 0.145927 -0.213883 -0.0205081 0.181889 0.0209583 0.049677 0.0723687 0.268459 0.137264 -0.108896 0.189753 0.0122766 -0.0824203 0.0916072 -0.0108795 -0.235217 0.0236361 0.241607 0.217324 0.266073 0.219633 0.28148 internal_count=39006 12636 26370 14046 10463 10038 8227 7436 6403 13787 12324 5538 9485 7274 6531 1811 5063 1219 3844 4820 3928 1023 4574 2839 4023 259 1711 1600 3627 2793 Tree=457 num_leaves=31 split_feature=24 37 87 14 77 42 90 42 63 18 67 10 57 72 77 74 47 82 34 70 72 19 82 16 84 86 69 13 10 24 split_gain=24.0402 20.6918 13.5233 11.6809 11.6437 8.64594 8.57787 8.03208 7.26574 6.88526 7.07272 7.19315 8.08467 6.6552 7.48216 7.5416 6.53592 6.302 6.12608 7.05996 6.953 6.70228 6.09802 5.98747 5.70953 5.14927 4.83317 4.6619 4.65894 4.60856 threshold=2.5 1.5 1.5 3.5 0.5 0.5 4.5 0.5 6.5 4.5 8.5 6.5 2.5 5.5 0.5 19.5 4.5 2.5 6.5 0.5 0.5 1.5 3.5 1.5 2.5 5.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 27 6 8 25 9 10 11 12 13 14 15 16 18 -14 19 20 21 -1 24 29 -9 -3 -22 -2 -21 -16 right_child=4 7 -4 -5 -6 -7 -8 22 -10 -11 -12 -13 17 -15 23 -17 -18 -19 -20 28 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 27 25 2 3 4 5 6 24 8 9 10 11 17 13 29 15 16 17 18 28 26 21 22 23 24 25 26 27 28 29 leaf_value=-0.0141001 -0.0166841 0.0296386 -0.0306934 -0.0478472 0.0149626 -0.020613 -0.0493291 0.0268835 -0.0243664 0.0541046 0.0425001 -0.0478961 0.05964 0.0472889 0.0118389 0.0498208 -0.0412121 -0.00232351 0.0466859 0.0128431 0.0301021 0.0386917 -0.039305 -0.0119075 -0.0390424 -0.0391245 -0.0297127 -0.0451511 -0.0511599 0.0382733 leaf_count=8871 1452 2901 3361 1768 348 2404 288 502 1193 213 262 2438 244 243 655 203 747 133 168 2098 607 219 146 253 236 101 168 6232 103 449 internal_value=0 0.0403792 -0.00515786 0.0166426 -0.255454 0.0289489 0.0486106 0.215897 0.0577805 0.0719798 0.0629251 0.050643 0.0594726 0.0430245 0.0322738 -0.00851763 -0.0224206 0.384337 -0.0063235 -0.0192626 -0.0779258 -0.117851 -0.0256788 0.162828 0.12605 0.278241 0.185771 -0.348993 0.104304 0.226329 internal_count=39006 30974 27088 23727 8032 21959 19555 3886 19267 18074 17861 17599 15161 14784 14541 13184 12981 377 12234 12066 9865 9090 884 1357 738 3002 775 7684 2201 1104 Tree=458 num_leaves=31 split_feature=42 40 13 14 70 9 8 58 61 84 61 0 19 90 72 29 28 7 52 25 25 0 13 8 23 3 91 15 24 23 split_gain=19.7732 14.0553 13.0317 11.6961 10.598 9.37976 8.84939 7.35165 5.88199 5.76856 5.59351 5.51716 5.65068 5.38302 8.32344 7.03603 7.7794 6.77376 5.07755 4.87432 4.65789 4.57446 4.50938 4.39259 3.92894 3.82728 4.83743 4.35688 4.57992 4.1553 threshold=0.5 0.5 2.5 2.5 2.5 0.5 5.5 1.5 4.5 0.5 6.5 1.5 0.5 2.5 0.5 0.5 0.5 4.5 0.5 0.5 2.5 2.5 3.5 2.5 2.5 1.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 -4 13 -2 12 20 14 15 16 17 25 -11 -17 22 -9 23 -3 -19 26 -1 28 -28 -29 right_child=10 11 8 -5 -6 -7 -8 21 -10 18 -12 -13 -14 -15 -16 19 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_parent=26 10 23 8 3 4 5 6 21 8 18 10 11 12 13 14 19 16 24 18 19 20 21 22 23 24 25 28 29 28 29 leaf_value=-0.0099884 -0.037238 0.0202554 -0.0410549 -0.0412972 -0.044281 -0.0259482 -0.0510743 0.0336637 0.019247 -0.0334775 0.0170114 0.0274774 -0.00876964 0.0342635 -0.031275 0.0239584 0.0324501 0.0558863 0.0165033 0.0936337 -0.0350582 -0.0138929 -0.0334839 -0.0318159 0.00488387 -0.046991 0.0093255 0.0217086 0.0721402 -0.0322101 leaf_count=5722 6357 2507 5076 2449 592 1974 1148 572 117 1278 104 930 1610 256 1715 744 880 117 246 131 320 136 452 233 139 1423 671 438 247 423 internal_value=0 0.00657179 -0.0506674 -0.0190977 0.0035584 0.0227151 0.0506844 0.0652625 -0.334041 0.0302681 -0.316829 0.117901 0.0709426 0.0588339 0.0349931 0.0676056 0.0277838 -0.0171982 -0.194989 0.330922 0.132738 0.264606 0.155971 0.179184 0.29689 -0.0598084 -0.038868 0.148108 0.37398 -0.0367849 internal_count=39006 32545 26493 21300 18851 18259 16285 15137 5193 14429 6461 6052 5122 12905 12649 10935 10060 9180 1524 875 3512 708 3192 2740 256 8924 7501 1779 918 861 Tree=459 num_leaves=31 split_feature=24 80 7 52 66 33 87 34 14 6 68 85 63 10 74 23 73 65 52 59 74 14 52 86 31 32 32 79 39 90 split_gain=17.1508 11.7448 8.79468 8.98687 9.16851 8.2434 7.30641 7.63253 6.94269 5.97548 5.93252 5.74402 5.20149 4.97899 4.37679 4.77427 5.38612 5.15255 5.16862 4.53679 4.21754 4.21475 4.50213 5.06729 4.31925 4.15877 4.09794 3.86113 3.80519 3.3853 threshold=0.5 0.5 1.5 10.5 6.5 4.5 2.5 1.5 3.5 1.5 2.5 0.5 9.5 5.5 9.5 2.5 0.5 0.5 0.5 2.5 0.5 0.5 2.5 1.5 0.5 0.5 0.5 0.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 5 3 4 9 6 7 8 10 21 13 -4 20 14 15 16 17 18 26 29 -6 22 23 28 -25 -22 -1 -3 -2 -17 right_child=2 27 11 -5 12 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 25 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=26 28 27 11 3 20 5 6 7 8 9 10 11 12 13 14 29 16 17 18 19 25 21 22 24 24 25 26 27 28 29 leaf_value=0.00531663 -0.0192118 0.0514153 -0.0111004 0.0318837 -0.00745708 -0.0523554 -0.0497153 -0.0331314 -0.0427356 0.0222652 -0.0282138 0.0244275 -0.0514338 -0.0503201 -0.0478573 0.0287913 -0.0305381 0.0304578 0.042261 -0.0253979 0.0429692 -0.0445667 0.035616 0.0569729 -0.0280251 -0.0275408 -0.0259638 0.00345807 -0.0409967 -0.0135172 leaf_count=2085 3397 492 1227 187 904 1675 652 2602 1038 255 992 1134 612 2306 288 1687 539 854 238 579 398 6146 274 258 199 190 714 375 6576 134 internal_value=0 0.0622898 -0.128653 -0.180314 -0.206452 0.0283905 0.0444503 0.0593786 0.0815927 -0.268099 0.0979859 0.0668363 0.0207753 0.117345 0.127805 0.137373 0.0678919 0.101912 0.0365072 0.229896 0.0903664 -0.291749 -0.235999 -0.257085 0.185002 0.297242 -0.00904502 0.40094 -0.290005 0.259333 internal_count=39006 17249 21757 19396 19209 16382 14707 14055 11453 17105 10415 2361 2104 9423 7117 6829 4429 3891 3037 2400 1492 16850 10704 10430 457 588 2799 867 9973 1821 Tree=460 num_leaves=31 split_feature=35 25 75 47 22 14 61 39 29 80 41 69 55 85 20 15 24 36 25 87 42 39 63 32 41 24 42 36 33 15 split_gain=10.7914 10.5894 9.33383 8.32819 9.06942 7.96975 9.54387 8.68744 9.03324 8.41483 7.95887 6.31759 5.6158 5.11196 4.82266 7.65399 6.57236 5.72861 5.59623 4.57224 4.52549 6.11756 5.13331 4.25447 4.93768 5.40603 8.28297 5.1926 4.7181 4.69707 threshold=4.5 1.5 3.5 9.5 0.5 0.5 5.5 11.5 0.5 0.5 2.5 9.5 2.5 1.5 0.5 0.5 0.5 1.5 0.5 2.5 0.5 3.5 1.5 5.5 0.5 6.5 0.5 0.5 1.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 14 -6 16 -16 17 20 -17 -3 21 22 -1 24 25 27 -27 -7 -29 -26 right_child=-2 19 -4 -5 13 23 -8 -9 -10 -11 -12 -13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 -24 -25 29 26 -28 28 -30 -31 leaf_parent=22 0 19 2 3 13 27 6 7 8 9 10 11 12 13 15 18 16 17 18 19 20 21 22 23 29 26 26 28 28 29 leaf_value=-0.024702 -0.0471841 -0.0312385 -0.0423197 0.0295963 -0.0274814 0.00815931 -0.038801 0.0210437 -0.0327279 -0.0344725 -0.0426858 0.0450908 -0.0279677 0.00030287 -0.0059175 0.0372292 0.00266113 0.0533824 -0.0318067 0.0171225 0.00497762 0.0222922 0.00952698 0.026316 -0.0068857 0.00938636 0.0651679 -0.0151695 0.0353729 0.0163548 leaf_count=4498 1275 4216 1778 442 1368 6201 752 503 1574 691 794 110 363 527 481 669 7760 193 328 115 569 105 342 311 1688 227 128 571 100 327 internal_value=0 0.0178847 0.0232917 0.0261107 0.0219228 0.0288911 -0.00180235 0.00465641 -0.0065621 0.00133058 0.00831226 0.0136693 0.00938501 -0.157429 0.0152021 0.153244 0.00453091 -0.0934156 0.306624 -0.240795 -0.109752 -0.161817 -0.200524 0.0660624 0.05923 0.0784418 0.287972 0.0680636 -0.0939642 -0.0249406 internal_count=39006 37731 33400 31622 31180 29285 19732 18980 18477 16903 16212 15418 15308 1895 14945 1478 13467 5707 997 4331 5514 4945 4840 9553 9242 7227 355 6872 671 2015 Tree=461 num_leaves=31 split_feature=56 87 46 41 91 71 64 47 0 44 54 85 73 63 42 15 23 8 66 66 71 84 47 70 23 7 4 52 55 20 split_gain=12.1426 8.1795 7.73888 7.01313 6.72183 6.39011 6.8434 6.22643 8.29977 6.67295 6.72618 5.86771 6.37142 6.27295 5.07486 5.06668 7.78251 6.02812 5.84425 5.47962 5.15134 5.53299 4.91437 11.0807 8.61576 4.65698 4.38184 4.75984 4.29789 4.69976 threshold=0.5 0.5 1.5 2.5 2.5 0.5 1.5 4.5 2.5 0.5 0.5 0.5 0.5 13.5 6.5 3.5 0.5 0.5 6.5 2.5 1.5 3.5 5.5 0.5 0.5 1.5 0.5 1.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 4 5 6 7 8 11 10 22 12 13 25 15 16 19 20 26 -7 -18 -22 24 -24 -9 -1 27 -17 29 -13 right_child=1 -3 -4 -5 -6 14 -8 9 -10 -11 -12 28 -14 -15 -16 18 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 1 1 2 3 4 19 6 24 8 9 10 29 12 13 14 27 20 17 18 19 21 21 23 23 24 25 26 27 28 29 leaf_value=-0.00181138 -0.0366294 0.000895774 -0.0398615 -0.0273117 -0.0373123 0.0140357 -0.0286486 0.0586166 -0.0417901 -0.0391591 0.0543054 0.00327414 -0.0238854 0.0272218 0.0285295 0.0243447 -8.3066e-05 0.0119883 -0.0313199 -0.0216572 -0.0290574 0.0157163 -0.0117636 0.0314969 0.00783963 -0.0362445 -0.0187938 -0.00865965 0.0254113 0.0359662 leaf_count=7409 4624 1226 1101 1542 702 2287 515 214 500 184 227 6603 2188 165 306 1690 1632 787 196 291 1161 110 904 298 413 967 129 211 288 137 internal_value=0 -0.193885 0.0384314 0.0414277 0.0452263 0.0479968 0.0234157 0.0293367 0.0136851 0.13804 0.165393 0.0196966 -0.0416306 -0.0106845 0.0931185 0.0801213 0.0480979 -0.0327946 0.16326 0.118125 -0.0947304 -0.215699 0.12473 0.0417526 0.27451 -0.0352577 0.186439 0.209633 0.0500219 0.0400469 internal_count=39006 5850 33156 32055 30513 29811 21011 20496 18256 2240 2056 17756 10728 8541 8800 8494 6268 3690 2226 2578 2903 1271 1829 1202 627 8376 2030 1901 7028 6740 Tree=462 num_leaves=31 split_feature=23 41 59 61 8 57 38 14 61 14 19 25 24 47 34 42 85 75 10 55 24 66 14 87 39 66 91 86 47 85 split_gain=16.7856 9.92126 11.4343 10.4336 6.67253 6.68988 5.79665 5.75363 5.38968 5.96132 5.86887 5.28769 5.27484 5.97652 5.23757 4.98097 4.95231 4.67966 4.40886 4.68531 5.68499 7.7651 6.12902 4.49715 4.47154 4.33191 4.25529 4.63099 4.29672 3.80976 threshold=3.5 1.5 1.5 0.5 1.5 0.5 0.5 0.5 4.5 7.5 0.5 1.5 7.5 4.5 0.5 0.5 13.5 1.5 2.5 0.5 1.5 0.5 1.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 12 15 9 10 14 25 13 17 -3 -4 -2 18 19 20 21 22 -1 -21 29 -5 27 -26 -28 -22 right_child=16 8 7 11 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 23 24 -23 -24 -25 26 -27 28 -29 -30 -31 leaf_parent=22 16 14 15 25 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 23 29 21 22 23 27 25 28 27 28 29 leaf_value=-0.00594555 -0.0338434 0.0300772 -0.0166121 -0.00944587 -0.0383349 -0.037541 -0.0255259 0.0618424 -0.0364639 0.0587847 -0.0175119 0.0178593 0.0333876 -0.0344592 -0.0113506 0.0504344 0.0295721 -0.0499231 -0.0534955 0.0149715 0.0195447 -0.0268396 0.0216969 0.0627125 0.00954685 -0.0266904 0.0157241 0.0563711 0.0700523 -0.0181936 leaf_count=2249 8883 1486 1085 3774 1279 888 866 317 360 123 692 683 413 858 972 185 144 454 1246 468 253 2233 636 120 1948 5484 124 155 137 492 internal_value=0 0.00467054 -0.0200841 -0.035585 0.0153462 0.0279692 0.0408741 0.337391 0.17414 0.207328 0.152151 -0.139165 0.0565927 0.0405058 0.224469 0.098664 -0.29673 0.0543911 0.0622266 0.069167 0.046955 -0.0332244 0.0389923 0.269768 0.121851 -0.164691 0.175444 0.129412 0.423685 -0.0486081 internal_count=39006 29979 26346 24759 14818 13539 12652 1587 3633 3273 3150 9941 11786 11373 2458 1270 9027 10515 10061 8815 8227 5118 2885 588 3109 9258 2364 2103 261 745 Tree=463 num_leaves=31 split_feature=33 42 33 33 47 74 61 88 37 36 25 66 7 24 63 23 39 47 7 8 72 91 24 23 86 7 33 66 66 21 split_gain=55.4787 8.00079 6.60573 4.84325 3.19062 3.08962 2.8662 2.65348 2.5078 2.28629 2.57505 2.56365 3.88714 2.74135 1.9851 1.91545 1.2148 1.15791 1.11304 0.785827 1.35582 0.341955 0.308688 0.436307 0.777527 0.31567 0.278524 0.283083 0.241029 0.0791215 threshold=2.5 0.5 5.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 8.5 0.5 1.5 0.5 1.5 0.5 0.5 8.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 5 19 -3 6 14 18 9 10 11 12 13 15 28 -5 -6 -14 21 22 -21 26 23 24 25 -1 27 -4 -2 -24 right_child=1 4 7 8 16 -7 -8 -9 -10 -11 -12 -13 17 -15 -16 -17 -18 -19 -20 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 28 4 27 15 16 5 6 7 8 9 10 11 17 13 14 15 16 17 18 20 20 21 29 23 24 25 26 27 28 29 leaf_value=-0.0461939 0.0405911 0.0114427 0.0311945 0.0249419 -0.0733218 -0.0490579 -0.0214069 0.00178109 -0.0508992 -0.0515645 -0.0517867 -0.0397938 0.0106087 -0.0453274 -0.0163496 -0.0280213 -0.0263547 0.0549433 0.0175186 -0.00635734 -0.0503981 0.0324699 -0.0498814 -0.0505482 -0.0183995 -0.0295516 0.0527874 0.0514068 0.0253489 -0.0410285 leaf_count=4682 109 106 150 210 106 199 179 113 2476 879 1088 943 247 914 104 273 170 248 138 515 1063 167 14263 5699 892 855 881 105 126 1106 internal_value=0 0.177489 0.248083 -0.391442 -0.26027 0.027025 0.0979557 0.382117 -0.237955 -0.174704 -0.118166 -0.0548405 0.0302415 -0.138757 0.222069 0.0491427 -0.497113 0.357096 0.434596 -0.453662 -0.29279 0.469964 -0.467199 -0.432331 -0.390921 -0.431777 0.492014 0.408219 0.319303 -0.493797 internal_count=39006 2653 2271 36353 382 717 518 1554 7278 4802 3923 2835 1892 1397 339 483 276 495 1441 29075 1578 1303 27497 12128 6429 5537 1136 255 235 15369 Tree=464 num_leaves=31 split_feature=60 59 39 14 21 33 38 91 24 65 14 87 56 39 59 77 46 2 92 63 74 91 52 0 31 90 61 3 1 10 split_gain=27.9868 21.2863 13.9424 11.2283 8.48662 8.45491 8.16068 7.72385 7.10465 6.8646 6.7546 6.28075 6.21819 6.12199 5.80887 5.22812 6.78147 6.05753 6.13398 5.34127 5.23321 5.04736 4.83256 5.97495 4.65442 4.51681 4.4688 4.22405 4.1603 4.00062 threshold=0.5 0.5 3.5 2.5 0.5 1.5 6.5 0.5 0.5 1.5 3.5 4.5 3.5 1.5 8.5 0.5 3.5 1.5 1.5 3.5 12.5 3.5 1.5 1.5 0.5 3.5 2.5 1.5 1.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 12 6 7 11 -2 10 -6 13 25 15 28 16 17 18 20 -17 29 22 23 -9 -15 27 -10 -3 -11 -1 right_child=8 4 -4 -5 9 -7 -8 21 26 14 -12 -13 -14 24 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 8 27 2 3 10 5 6 23 26 28 10 11 12 24 14 19 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00872669 0.0421398 -0.00734551 -0.0458199 -0.0437069 0.0293439 -0.0314129 0.0707615 0.0149342 0.0191718 0.00107384 -0.0540415 -0.0461801 0.0483941 -0.0459455 0.0412277 -0.0345063 0.0658136 0.0328064 0.0453924 0.032184 0.0577998 -0.0252772 -0.0303116 0.0653867 0.0083732 0.0611061 -0.040015 0.0308922 -0.0502178 0.0280204 leaf_count=7719 2986 3599 4376 2857 2634 2719 157 1826 536 844 153 1118 195 2152 261 1315 120 419 110 245 314 264 251 165 492 104 139 270 149 517 internal_value=0 -0.012125 -0.0863652 -0.0617133 0.102139 -0.0407427 -0.0178508 -0.0268745 0.325016 0.186801 0.269625 -0.0700952 0.000706274 -0.0531948 0.0329341 -0.0275402 0.00119507 -0.0128949 -0.0376646 -0.247142 -0.0563251 0.118264 0.166413 0.20757 -0.315567 -0.0279147 0.0550157 -0.0445686 -0.0483063 -0.0691314 internal_count=39006 35345 27136 22760 8209 19903 17184 17027 3661 4041 2787 14521 4168 13403 1254 10759 9199 9079 8660 1560 8550 2506 2242 1991 2644 3973 675 3869 993 8236 Tree=465 num_leaves=31 split_feature=31 8 55 91 71 66 39 55 84 22 35 74 84 52 2 41 68 63 24 14 74 35 15 88 62 32 69 60 48 86 split_gain=12.028 17.7958 10.3898 13.6574 7.72607 7.93547 9.14907 7.06585 5.60571 5.69054 5.51381 4.88968 4.86237 4.62752 4.57364 4.34158 4.29413 4.21455 4.1568 4.4278 4.12854 3.9146 3.72702 4.59538 3.67058 3.42923 4.27902 3.59922 3.41172 4.73378 threshold=1.5 4.5 2.5 0.5 2.5 1.5 5.5 0.5 6.5 0.5 5.5 3.5 0.5 2.5 2.5 0.5 10.5 3.5 2.5 4.5 2.5 0.5 2.5 0.5 0.5 0.5 5.5 0.5 2.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 10 3 4 5 6 8 12 9 14 11 13 -7 16 17 -11 25 18 19 20 -1 -14 23 -4 -3 27 -27 28 29 -2 right_child=1 24 22 -5 -6 7 -8 -9 -10 15 -12 -13 21 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=20 29 24 23 3 4 12 6 7 8 15 10 11 21 13 14 15 16 17 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=0.00811138 0.0296427 -0.0424001 0.0231897 -0.036286 -0.0351344 -0.0287508 -0.0492062 0.0222421 -0.0379258 0.0152576 -0.0465241 -0.0219962 0.0171521 -0.0266097 -0.0506861 0.0643021 -0.0426648 0.0447198 -0.0175867 -0.0514556 -0.0502827 -0.0313503 0.0600438 -0.0213593 0.0126385 -0.00190692 0.0432907 -0.0223596 0.0701689 -0.0189103 leaf_count=6865 2123 1848 291 7133 2239 6279 1278 478 232 428 329 594 577 438 1529 159 457 208 2141 311 343 411 142 144 252 901 112 529 108 127 internal_value=0 0.0879544 -0.0725286 -0.098261 -0.0621347 -0.0408841 0.0131727 -0.166239 0.0353043 0.0525542 0.151656 0.167146 -0.217763 0.189587 0.0204539 0.288111 0.208675 0.0335496 0.017784 0.0522646 0.0670469 0.00601724 0.184338 0.121758 -0.332501 0.221911 0.077913 0.269519 0.288935 0.266082 internal_count=39006 7818 31188 30611 23478 21239 13494 7745 12216 11984 5718 5389 7267 4795 11397 587 4357 9868 9660 7519 7208 988 577 435 2100 3900 1013 2887 2358 2250 Tree=466 num_leaves=31 split_feature=39 68 85 4 34 57 18 74 42 70 36 1 38 90 82 87 14 63 66 10 87 19 86 37 82 26 43 66 57 75 split_gain=24.1861 17.7532 15.3307 11.5143 11.226 10.9645 10.2404 10.4973 10.3443 9.35327 9.18391 7.73692 6.79988 6.40382 6.72542 6.343 5.66446 5.62767 5.08673 4.67022 4.54484 4.31298 4.39816 4.71065 3.92993 3.9134 3.66378 4.2982 4.20538 3.56921 threshold=2.5 8.5 1.5 0.5 17.5 4.5 7.5 8.5 0.5 2.5 1.5 0.5 2.5 2.5 0.5 1.5 0.5 2.5 8.5 2.5 1.5 1.5 0.5 0.5 0.5 0.5 1.5 6.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 12 24 13 14 16 26 18 -11 19 20 21 22 23 29 -2 -7 28 -28 -4 -1 right_child=11 -3 15 -5 -6 25 -8 -9 -10 17 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 24 1 28 3 4 25 6 7 8 17 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 27 27 28 29 leaf_value=-0.00409488 -0.0407974 0.0417008 -0.0238908 0.0285463 0.0593467 0.0498091 0.0577486 0.0294915 -0.0283188 0.0313782 0.0270068 0.0132699 -0.0460311 -0.0472324 0.0111728 -0.0428787 -0.0241422 -0.0229632 -0.0302114 -0.036449 -0.0407381 0.0321697 -0.0207619 0.0250853 0.000163685 -0.00746339 0.0333592 -0.0262573 0.00919948 0.0210599 leaf_count=4702 6960 1017 3034 1269 148 357 170 614 2527 536 745 313 415 332 1792 2091 4087 118 738 2429 603 238 952 695 287 394 356 165 303 619 internal_value=0 0.0366734 0.0186239 0.0504683 0.0273813 0.0171194 0.00152857 -0.0082329 -0.0275664 -0.00353169 -0.0292174 -0.285603 -0.0513211 -0.0384607 -0.0266846 -0.17637 -0.0665034 0.23308 -0.0323309 -0.00854738 0.00946213 0.0251848 0.00341802 0.0368943 -0.357879 0.387635 -0.103868 0.129724 -0.162119 -0.00408088 internal_count=39006 31446 30429 24480 23211 23063 22312 22142 21528 19001 18347 7560 17602 17187 16855 5949 15063 654 10976 10238 7809 7206 6968 6016 7247 751 3858 521 3337 5321 Tree=467 num_leaves=31 split_feature=42 7 63 39 52 66 61 9 31 29 14 46 78 40 87 59 33 75 90 8 82 29 74 32 78 36 61 14 43 10 split_gain=21.6692 14.211 16.929 14.1688 9.93962 11.5599 9.82629 8.34526 7.89583 7.59831 6.04037 5.89833 6.49478 5.72482 5.42683 5.24347 5.02713 4.97114 7.6621 6.4293 5.15731 6.16464 5.70851 5.13378 4.82078 4.37596 4.8303 4.50398 4.43097 4.29573 threshold=0.5 5.5 4.5 2.5 1.5 0.5 8.5 0.5 1.5 2.5 4.5 1.5 2.5 1.5 1.5 8.5 4.5 0.5 11.5 0.5 3.5 0.5 7.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 -1 8 9 -5 10 11 12 14 -2 15 16 17 19 23 20 21 25 -23 -19 -3 26 27 29 -28 -7 right_child=13 24 -4 6 -6 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_parent=5 13 24 2 8 4 29 6 7 8 9 10 11 12 13 14 15 16 23 18 19 20 22 22 23 24 25 28 27 28 29 leaf_value=-0.0186235 -0.0398814 0.040308 -0.046219 -0.0430962 0.0206296 0.0217107 0.0303175 -0.0207108 0.0245178 0.0541724 -0.051506 -0.029279 -0.033467 0.00843813 -0.0287412 -0.0450095 -0.0425148 -0.0173612 0.0422172 -0.00606238 0.0753255 0.0570425 -0.0208813 0.0221202 0.00828946 -0.00855031 0.0489447 -0.0211706 0.00597831 -0.0250089 leaf_count=8818 6193 559 2486 4800 1444 1671 105 1624 264 202 604 645 278 276 828 879 675 1873 153 908 125 325 205 442 296 415 454 640 201 618 internal_value=0 0.0119465 -0.0131439 0.00573436 0.0341071 0.00070629 -0.254844 0.0434269 -0.348422 0.0716981 0.0564294 0.0667368 0.0830242 -0.33045 0.0991604 0.114292 0.124697 0.135126 0.00465184 0.179412 0.221111 0.203402 0.462028 -0.0795229 0.270477 0.158397 0.198167 0.124449 0.367094 0.174066 internal_count=39006 32537 31682 29196 24027 22583 5169 13765 5064 12141 11939 11335 10690 6469 10412 9584 8705 8030 2468 5562 4654 4529 530 2315 855 3999 3584 2929 655 2289 Tree=468 num_leaves=31 split_feature=13 14 63 42 23 57 65 46 46 23 84 9 74 66 41 28 36 33 54 69 67 66 47 19 23 65 79 14 68 33 split_gain=17.9628 11.5379 11.1615 8.9344 7.29739 7.11156 7.08387 6.72008 9.31748 7.4552 6.0235 5.22228 5.13576 5.12652 5.18156 5.08537 4.84775 4.62214 4.2606 4.10522 3.91681 3.88762 4.30613 5.16777 3.71372 3.6412 3.54628 3.49883 3.28514 3.55439 threshold=2.5 2.5 7.5 0.5 7.5 0.5 2.5 0.5 3.5 2.5 0.5 0.5 5.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 4.5 2.5 1.5 12.5 0.5 0.5 0.5 2.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -3 6 7 9 13 11 12 15 26 -9 -15 16 27 25 -5 -13 -12 -7 23 -23 -2 -18 28 -1 29 -11 right_child=24 4 -4 18 -6 21 -8 8 -10 10 20 19 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 24 4 2 18 4 21 6 13 8 29 20 19 12 14 14 15 25 17 18 19 20 23 22 23 24 25 26 27 28 29 leaf_value=-0.00804763 -0.0406691 -0.0464926 -0.0510893 -0.036359 0.0440808 -0.0332889 0.0287712 -0.00306951 -0.0252371 0.0184012 0.0464797 0.00430692 -0.0416171 0.0510149 0.00129111 -0.0608541 -0.0146782 0.0463952 0.012292 0.0547486 -0.00971508 -0.0141988 -0.0328545 0.0573456 0.0120759 0.0407753 -0.0207487 -0.0352478 -0.0297159 -0.0381782 leaf_count=6716 8044 3384 1406 2897 193 2786 1229 432 432 2117 510 796 389 665 350 216 617 339 676 263 138 373 429 284 154 150 747 1658 234 382 internal_value=0 -6.2232e-05 0.0185117 0.0312958 -0.358153 0.0507629 0.0722123 0.0482777 0.217531 0.0161575 0.120228 -0.0527933 0.0599531 0.318099 0.408598 -0.0875407 -0.0696646 0.135752 -0.253714 0.187708 0.361596 -0.169196 0.00813417 0.207089 -0.356201 -0.0135102 0.0925114 -0.114368 0.130632 0.158543 internal_count=39006 30808 27231 25825 3577 22252 18380 17151 1879 15272 4517 10755 3869 1447 1015 9696 9480 1106 3573 1059 648 3872 1086 657 8198 767 3480 8374 2733 2499 Tree=469 num_leaves=31 split_feature=75 67 32 84 56 25 62 16 85 65 63 63 71 24 33 23 14 23 8 66 47 13 63 66 14 53 12 13 23 74 split_gain=10.7896 9.92522 8.78287 9.81054 8.34915 7.12873 9.38722 6.63667 6.40308 11.6513 5.46164 7.68083 8.65661 7.67123 7.30541 9.31376 5.4328 5.42138 5.25664 5.2287 5.1078 6.469 5.06266 5.089 4.94734 5.1843 5.03983 4.69399 4.62225 4.55097 threshold=3.5 1.5 0.5 7.5 1.5 0.5 1.5 0.5 1.5 0.5 4.5 0.5 2.5 1.5 2.5 3.5 1.5 0.5 2.5 1.5 5.5 13.5 8.5 6.5 4.5 2.5 0.5 4.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 8 -7 20 9 10 11 12 13 14 19 -16 -5 -14 -11 -1 21 29 23 27 25 26 -22 -9 -15 -4 right_child=-2 -3 7 16 -6 6 -8 22 -10 18 -12 -13 17 28 15 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=19 0 1 29 16 4 6 6 27 8 18 10 11 17 28 15 15 16 17 18 19 26 21 22 23 24 25 26 27 28 29 leaf_value=-0.00868618 -0.0446138 -0.0231958 0.00750835 0.0639474 -0.0526758 -0.0234206 0.0492458 -0.0183092 0.00587562 -0.0300405 0.00934683 -0.0161278 0.00443617 -0.00174858 -0.027745 0.058022 0.0100568 0.0445854 -0.00097317 -0.0325617 0.0273257 -0.0187804 0.0250003 -0.0554546 0.060721 -0.0347377 -0.010313 0.0183293 0.0160104 -0.0223689 leaf_count=2567 2042 2259 9321 125 1457 4212 131 1074 3745 2081 1038 2000 149 912 598 156 129 283 228 1317 659 263 102 480 106 102 137 140 837 356 internal_value=0 0.0172962 0.0225928 -0.00918852 -0.0160724 -0.0118924 -0.176981 0.0601326 -0.000761842 -0.0303624 -0.00435724 -0.030599 0.00443823 -0.0227798 -0.104388 0.248298 0.348298 0.244862 -0.214947 -0.139802 0.0728069 0.0602676 -0.0950148 -0.152583 0.20336 0.158555 0.20019 -0.0946256 0.0563229 0.069428 internal_count=39006 36964 34705 21965 21711 20254 4343 12740 15911 12166 9857 8819 6819 6387 4638 754 254 432 2309 3884 10944 9940 1796 1694 1004 898 796 1214 1749 9677 Tree=470 num_leaves=31 split_feature=25 16 91 73 85 13 14 0 13 85 71 8 7 24 23 32 85 47 66 36 51 21 55 72 66 71 9 42 85 87 split_gain=10.7359 8.71909 8.68144 7.51316 6.72802 6.2381 7.52198 7.75628 6.692 6.965 10.3902 7.40215 5.82268 5.71398 5.36116 5.1373 4.95547 4.84339 4.77036 5.26302 4.71617 4.62824 4.59975 5.50799 4.41672 4.36807 4.18656 4.16728 4.0442 5.22515 threshold=1.5 1.5 2.5 0.5 15.5 10.5 1.5 2.5 1.5 0.5 0.5 1.5 1.5 1.5 0.5 4.5 8.5 3.5 1.5 1.5 0.5 0.5 3.5 0.5 7.5 1.5 2.5 1.5 7.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 13 14 -1 21 18 26 -3 19 -5 22 25 23 28 -19 -12 -11 -2 29 -10 right_child=27 17 -4 15 -6 -7 -8 -9 20 16 12 -13 -14 -15 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=13 27 17 2 19 4 5 6 7 29 26 25 11 12 13 14 15 16 24 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0392205 -0.036475 -0.0397402 -0.0423113 -0.00113414 0.0478711 0.0184843 0.00976571 -0.0366708 0.00407208 0.00134909 0.0124374 0.00424167 -0.0548415 -0.00417092 -0.00802143 -0.047869 0.0373017 0.0430872 -0.0141218 0.0358578 0.0330398 -0.0118035 0.0353314 -0.0290204 -0.0292923 0.0700744 -0.0333884 0.0135653 -0.0211443 0.0223063 leaf_count=6474 4120 1719 830 2583 113 998 4759 702 4715 4117 165 510 241 576 838 129 103 182 2537 238 226 214 124 230 428 128 195 232 139 441 internal_value=0 0.028258 0.0334316 0.0366736 0.0502796 0.0471963 0.038234 0.0115714 0.017828 -0.0269356 -0.129878 -0.224778 0.103446 -0.307829 0.169283 -0.0581398 0.0143109 -0.253902 -0.0414261 0.0265784 0.0642002 0.343658 0.0530116 0.0429319 0.0599392 0.481862 0.00251467 -0.278309 0.0541774 0.0648827 internal_count=39006 34654 32325 31495 26008 25895 24897 20138 19436 13561 9146 7560 1586 7050 1345 5487 4415 2329 5358 2821 5875 507 5649 5525 610 293 4312 4352 5295 5156 Tree=471 num_leaves=31 split_feature=8 48 85 0 46 41 74 53 25 23 87 86 26 84 59 69 42 65 78 71 0 27 47 47 59 13 59 42 71 85 split_gain=13.2927 13.0236 9.74615 10.0595 9.38725 7.70649 7.83105 7.40919 9.42209 7.61912 7.80268 5.76902 5.05583 4.66977 4.44966 4.42423 4.38971 4.29301 4.54839 4.59798 4.51893 4.14445 3.79999 3.99089 11.2794 12.0666 6.09303 4.40354 4.09728 3.43885 threshold=0.5 0.5 16.5 7.5 0.5 1.5 1.5 3.5 0.5 0.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 4.5 2.5 0.5 3.5 0.5 4.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 11 12 22 -11 -3 -2 -12 -9 18 19 -7 -20 -10 23 26 25 -25 27 -1 -28 -6 right_child=14 13 -4 -5 29 17 -8 16 21 10 15 -13 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_parent=27 14 13 2 3 29 19 6 16 21 12 15 11 12 13 14 15 16 17 20 19 20 21 22 25 24 25 28 27 28 29 leaf_value=0.000605447 -0.0308802 -0.0370698 0.068988 0.0778338 -0.0534958 0.0017935 -0.0439972 -0.0400854 0.0244743 -0.0217815 0.0123538 0.0334917 0.0385599 0.00551392 -0.000302599 -0.0156011 0.00934808 -0.0189533 0.080976 0.0345934 0.00767237 -0.0307361 -0.0335853 -0.0264843 -0.0570433 0.0792513 0.059056 -0.048109 0.00712329 -0.00874335 leaf_count=4844 5793 4913 126 109 1343 1233 1718 1575 1329 6861 1235 665 393 304 1863 713 341 459 159 458 111 206 578 230 101 329 194 196 123 504 internal_value=0 0.00124135 0.021619 0.0147371 0.00845689 0.0210606 -0.00148792 0.00857662 0.0240026 -0.00676703 -0.091654 0.0568772 -0.192029 -0.279957 -0.236245 0.0369848 -0.26831 0.191117 0.23905 0.170426 0.556222 0.210363 0.0311337 0.0451703 0.28152 0.485468 0.0214049 -0.00992825 0.322615 -0.34953 internal_count=39006 31350 26133 26007 25898 24051 21631 19913 17997 16462 9202 7260 7254 5217 7656 1948 1916 2420 1961 1691 270 1535 6595 6017 660 559 5357 5040 317 1847 Tree=472 num_leaves=31 split_feature=33 33 74 38 59 42 3 33 56 35 47 37 14 66 66 71 14 24 23 8 23 21 24 23 53 14 85 15 21 66 split_gain=52.0881 8.7584 4.78111 4.49166 4.12274 3.83568 2.60514 2.43991 2.36465 1.80237 1.46289 1.32774 1.32174 1.66436 1.26074 1.20057 3.35101 1.40516 0.993044 0.498534 0.966435 0.354379 0.33504 0.467363 0.559214 0.736671 0.307689 0.141654 0.0816627 0.0694702 threshold=1.5 6.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 1.5 3.5 0.5 0.5 0.5 0.5 8.5 3.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=7 2 4 8 5 6 9 19 10 12 21 14 13 27 15 16 17 18 -9 22 -21 -3 23 24 25 26 29 -2 -24 -1 right_child=1 3 -4 -5 -6 -7 -8 11 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 27 21 2 3 4 5 6 18 8 9 10 11 12 13 14 15 16 17 18 20 20 21 28 23 24 25 26 27 28 29 leaf_value=-0.017965 0.0375683 0.0536636 -0.0503503 -0.016298 -0.043066 -0.0310518 -0.0266422 0.00720055 0.00039055 -0.0140983 0.0232004 -0.0508762 0.048755 -0.00374115 -0.0450924 -0.0428962 0.0378824 -0.0508026 -0.0334443 -0.0506443 -0.0130204 0.0356061 -0.0498313 -0.050526 -0.0506482 -0.050602 -0.0411593 0.0244434 -0.0406602 -0.0273979 leaf_count=1095 152 1014 696 160 561 334 240 260 122 167 164 1885 169 213 1240 738 397 726 471 884 710 113 14300 5709 3112 1053 528 103 1087 603 internal_value=0 0.131105 -0.03048 0.317193 0.0343526 0.0990149 0.176824 -0.413613 0.386292 0.234928 0.438546 -0.275175 0.288541 0.203683 -0.217663 -0.149511 -0.0795124 -0.228477 -0.0927778 -0.453503 -0.323944 0.506574 -0.464721 -0.427265 -0.38319 -0.330976 -0.262011 0.329495 -0.493057 -0.215022 internal_count=39006 4208 2635 1573 1939 1378 1044 34798 1413 804 1291 5717 637 468 3832 2592 1854 1457 731 29081 1594 1127 27487 12100 6391 3279 2226 255 15387 1698 Tree=473 num_leaves=31 split_feature=60 13 38 14 59 33 24 34 8 86 75 86 13 37 34 92 45 4 71 37 85 66 86 91 7 74 66 25 46 17 split_gain=27.0467 18.5307 19.1453 16.3339 13.7365 7.77632 7.73931 7.04423 6.77 6.40245 6.13813 6.22449 7.10304 6.09446 5.32645 5.32297 4.89972 5.01556 5.43158 4.54083 4.46122 7.79722 4.10601 4.69169 3.99329 6.81499 5.66623 5.56156 7.50713 3.59609 threshold=0.5 3.5 19.5 3.5 0.5 1.5 0.5 1.5 12.5 2.5 7.5 0.5 1.5 3.5 8.5 1.5 4.5 0.5 1.5 1.5 2.5 2.5 2.5 1.5 0.5 1.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 8 14 13 10 -3 11 12 16 22 -2 19 17 18 20 -13 24 -22 23 -6 25 27 -27 28 -1 -7 right_child=6 9 -4 -5 7 29 -8 -9 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=28 14 9 2 3 23 29 6 7 8 9 10 19 12 13 14 15 16 17 18 19 21 21 22 23 24 26 26 27 28 29 leaf_value=-0.00722862 0.0468759 -0.0408925 0.127154 -0.0488236 0.00186325 -0.0471163 0.00324943 0.0297905 -0.0478499 0.0247781 -0.0544243 0.0135879 -0.0322619 -0.0361453 -0.012749 0.0537022 0.0546477 -0.0360692 -0.0383697 -0.0232648 -0.0485731 0.018932 0.0279282 0.02684 -0.0107265 0.0900265 0.0189357 0.0206273 0.0669846 -0.00692075 leaf_count=3787 2889 6279 143 2645 4284 2017 666 1356 1113 106 555 1962 2340 291 101 112 177 456 885 475 700 285 423 639 2154 169 465 702 138 692 internal_value=0 -0.0221998 0.00107156 -0.00546019 0.00928004 -0.0554202 0.314335 0.104602 -0.0339134 -0.344073 -0.0215303 -0.011715 -0.0513005 0.0641359 0.418222 0.122183 -0.0224166 -0.0329305 -0.0139048 0.0742976 0.0054172 -0.22957 0.0833662 0.0539501 0.0316965 0.0759229 0.422571 0.0360367 -0.0378708 -0.327945 internal_count=39006 35350 28965 28822 26177 19184 3656 6993 16475 6385 15362 14807 12258 5637 2990 2549 9918 9741 9285 2437 8400 985 5346 4923 7415 5261 634 4627 3925 2709 Tree=474 num_leaves=31 split_feature=44 85 14 85 35 13 91 53 55 8 66 63 7 57 9 24 75 14 84 43 9 23 8 8 23 74 12 53 6 75 split_gain=12.2119 11.7917 7.96034 7.58716 7.11445 8.62562 6.2021 5.15445 5.33655 6.8917 5.32845 5.6149 5.24642 5.40797 5.02582 4.80892 4.76235 4.70711 4.86422 4.33408 4.28392 4.19962 4.07959 4.03293 4.11688 4.27769 3.56621 4.28981 3.56417 5.64282 threshold=0.5 1.5 0.5 10.5 1.5 2.5 0.5 5.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 7.5 0.5 6.5 0.5 0.5 0.5 0.5 0.5 3.5 2.5 0.5 0.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 28 5 6 7 8 10 -10 11 20 13 19 -4 17 -12 18 -3 -13 22 -22 -1 24 -20 -26 27 -18 29 -2 right_child=3 15 14 -5 -6 -7 -8 -9 9 -11 16 12 -14 -15 -16 -17 26 -19 23 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=22 29 18 14 3 4 5 6 7 9 9 16 19 12 13 14 15 27 17 24 19 21 21 22 23 25 25 26 27 28 29 leaf_value=-0.0110551 0.0178513 -0.00121295 -0.0327952 -0.0294746 -0.0329154 -0.0333473 -0.0272824 -0.0435971 0.045747 -0.0335021 -0.0352294 0.062856 -0.0142406 -0.0280436 0.00993268 -0.041738 -0.00708925 -0.0523578 0.00990248 -0.000733006 0.054146 -0.00767185 0.0258402 -0.0261122 0.0483718 0.00198959 -0.0401835 0.0609866 0.034588 -0.0297029 leaf_count=4021 1465 4815 7207 106 2882 3122 3847 1739 557 161 1407 588 374 242 558 716 433 342 1279 173 152 242 522 174 346 194 237 199 646 260 internal_value=0 -0.0665286 -0.128469 0.136847 -0.08247 -0.0497658 -0.0107185 0.0238543 0.0423927 0.302125 0.00704334 0.0632806 0.267329 0.394904 -0.278712 0.036809 -0.178156 0.0521448 0.0643869 0.49953 -0.00683844 0.277289 -0.0584608 0.161597 0.194721 0.355787 0.0513368 0.204402 0.186846 0.11572 internal_count=39006 36529 28663 2477 20898 18016 14894 11047 9308 718 8590 6314 1377 1003 7765 7866 2276 7150 6808 761 4937 394 4543 1993 1819 540 869 632 2371 1725 Tree=475 num_leaves=31 split_feature=13 37 87 14 12 42 18 47 67 74 46 9 57 34 36 90 68 1 25 6 67 19 86 3 72 24 86 63 24 86 split_gain=21.9976 18.022 11.125 10.598 10.5888 8.78483 7.79197 7.97165 7.58962 7.18658 8.06056 7.79109 8.48466 7.08724 6.5363 7.49399 6.22225 6.11287 6.00826 6.54211 6.17111 5.71703 5.69528 5.57982 4.83604 4.80135 5.0605 4.8861 4.61438 4.37562 threshold=3.5 1.5 1.5 3.5 9.5 0.5 13.5 4.5 11.5 0.5 0.5 1.5 5.5 6.5 1.5 1.5 3.5 1.5 0.5 1.5 1.5 1.5 0.5 2.5 1.5 0.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 5 17 7 8 9 10 11 12 13 18 15 16 22 29 19 20 28 -2 24 -7 -11 -12 27 -27 -1 -3 right_child=21 4 -4 -5 -6 23 -8 -9 -10 14 25 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=28 21 29 2 3 4 23 6 7 8 24 25 11 12 13 14 15 16 17 18 19 20 21 22 23 24 27 26 27 28 29 leaf_value=-0.0128832 -0.0471101 0.0224691 -0.0300629 -0.0455767 0.054041 -0.0242757 0.0592867 -0.0255485 0.0538201 0.00749676 -0.00552899 0.0300281 0.0522661 0.0403191 0.0405007 -0.0525797 0.0500405 0.0430892 -0.0357746 0.0287488 0.0126828 0.0024866 -0.0153492 0.0344122 0.0454079 0.0442862 -0.00988152 -0.00100104 -0.0374628 -0.00321833 leaf_count=7574 6160 1470 3053 2052 366 809 147 1490 145 3171 693 505 342 163 413 132 212 632 3562 126 407 247 779 139 226 389 171 166 2460 805 internal_value=0 0.0206026 -0.0214558 -0.00250041 0.18237 0.128262 0.00937663 0.0024154 0.0187203 0.0105263 -0.0390529 -0.0869212 -0.110987 -0.127997 0.0931046 0.0612811 0.0826433 0.200165 -0.145401 -0.107283 -0.133616 -0.374828 0.0568106 -0.129047 0.106685 0.114475 0.222965 0.321843 -0.173778 0.128775 internal_count=39006 32599 28378 25325 4221 3855 23273 23126 21636 21491 16558 15139 14634 14292 4933 4520 4388 2907 14129 10567 10441 6407 4176 948 3397 1419 726 555 10034 2275 Tree=476 num_leaves=31 split_feature=87 14 42 76 13 9 58 72 88 66 16 70 44 86 67 40 90 47 33 91 69 3 63 25 40 54 24 78 28 58 split_gain=20.3042 12.5967 9.79674 9.52485 12.1531 9.46665 10.9411 9.25082 6.89086 6.61484 6.46586 6.36823 5.94657 6.35752 5.91963 6.66091 5.91681 5.71047 5.52313 4.67365 4.52624 4.35138 4.84035 4.28378 4.09852 5.26522 3.94384 3.9466 4.72236 5.31593 threshold=1.5 2.5 1.5 0.5 4.5 1.5 9.5 0.5 5.5 10.5 3.5 2.5 0.5 4.5 1.5 1.5 6.5 3.5 3.5 1.5 2.5 1.5 3.5 1.5 1.5 0.5 4.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 11 19 23 12 13 14 15 18 24 -3 20 -2 21 22 26 -5 -9 -26 27 28 29 -1 right_child=9 17 -4 10 -6 -7 -8 16 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 19 17 2 23 4 5 6 24 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 25 25 26 27 28 29 leaf_value=0.00348092 -0.0436746 -0.0431904 -0.0416688 0.0233437 -0.0424809 -0.0287298 0.0534476 -0.0307544 0.0606998 0.0101351 0.0691135 -0.0275349 -0.0342967 0.0611434 0.0245128 0.0268916 0.026526 0.023439 -0.0398232 0.0101011 -0.0290762 -0.0294894 -0.039933 -0.0357294 0.0542696 -0.0273139 -0.0219611 -0.00896589 0.0308113 0.0276722 leaf_count=7034 5825 3118 1558 1151 2401 1115 234 3678 140 268 122 592 840 151 1270 673 101 233 1602 245 569 2277 449 209 117 177 560 843 808 646 internal_value=0 0.0101837 0.0274651 0.0383743 0.0171561 0.0323901 0.0493607 0.0357491 0.0642841 -0.310687 0.265848 0.0552885 0.0691603 0.0799883 0.0707752 0.0441738 -0.165398 -0.333048 0.0174094 -0.384534 0.0308383 0.0455209 0.059465 0.17555 -0.234012 0.0886997 0.0714452 0.0872337 0.11464 0.0800114 internal_count=39006 32668 29317 27759 26277 23876 22761 22527 18454 6338 1482 18314 17722 16882 16731 15461 4073 3351 14788 6070 13186 12617 10340 1360 3972 294 9891 9331 8488 7680 Tree=477 num_leaves=31 split_feature=13 63 14 42 69 35 54 76 46 84 53 34 75 52 39 45 65 66 17 54 77 59 12 84 74 86 10 75 17 43 split_gain=15.2452 10.8695 10.2896 8.39621 6.75566 7.78903 6.92231 9.19749 5.43008 6.70813 5.74892 5.10124 5.2319 5.14572 5.137 4.61004 4.46103 5.64532 4.25163 4.20431 4.10117 4.0408 5.32603 4.89568 6.57558 3.63742 3.54419 3.41526 3.37234 3.32165 threshold=2.5 7.5 3.5 0.5 1.5 1.5 1.5 0.5 3.5 1.5 3.5 0.5 6.5 2.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 2.5 0.5 5.5 1.5 0.5 0.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 11 9 10 16 12 13 14 15 18 -6 28 -1 -5 -2 22 23 24 25 -7 27 -8 -18 -12 right_child=20 -3 -4 19 8 21 26 -9 -10 -11 29 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=18 20 1 2 19 16 25 27 7 8 9 29 11 12 13 14 15 28 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0132953 -0.0409201 -0.0492989 -0.0423242 -0.0367077 0.0197066 0.0145371 0.016608 0.0338354 -0.0342237 -0.0173596 -0.0159282 -0.0342182 0.0338058 0.0341029 -0.0291319 0.0376828 0.0575821 0.0358792 0.0119211 0.0109114 0.0047512 -0.0229542 -0.0257892 0.0521225 -0.0547184 0.0536524 -0.0155858 0.0623129 0.126939 0.0445797 leaf_count=5303 7849 1808 2449 3029 906 1535 367 497 225 538 710 3625 248 198 3720 955 152 593 1230 699 309 399 278 244 216 139 361 132 150 142 internal_value=0 -0.00558673 0.00746498 0.0218212 0.0406777 0.00912544 -0.0421809 -0.0735418 0.182699 0.220444 0.287031 -0.102363 -0.0729869 -0.0927181 -0.111991 -0.0633855 0.374678 0.523081 -0.0859709 -0.254672 -0.33825 0.132197 0.162975 0.20081 0.151023 0.186479 0.211357 0.312068 0.89575 -0.0128706 internal_count=39006 30848 29040 26591 22863 19447 16636 15776 3416 3191 2653 15279 11654 11406 11208 7488 1801 895 6533 3728 8158 2811 2412 2134 1890 1674 860 499 302 852 Tree=478 num_leaves=31 split_feature=41 35 63 13 59 14 42 19 87 82 54 42 57 38 8 84 76 0 0 39 55 18 85 71 15 20 53 20 17 66 split_gain=11.3406 10.0067 9.06081 14.3587 12.0991 9.50972 15.8527 10.2893 8.28462 8.00441 7.47237 7.00893 6.36115 6.17608 6.11825 5.97015 5.6035 8.34834 8.09022 7.85388 7.29127 6.29813 5.70827 6.62399 5.64802 10.5992 10.8441 7.10104 5.53968 5.41802 threshold=2.5 4.5 4.5 0.5 0.5 3.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 2.5 0.5 2.5 3.5 1.5 0.5 16.5 3.5 0.5 2.5 1.5 0.5 0.5 0.5 0.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 10 -4 13 12 15 28 16 -10 -7 17 18 19 20 21 22 23 24 27 -26 -27 29 -1 -5 right_child=-2 -3 8 9 -6 11 -8 -9 14 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_parent=28 0 1 8 29 4 15 6 7 14 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 25 26 26 27 28 29 leaf_value=-0.00416477 -0.0290249 -0.0484508 0.00500948 -0.000594746 -0.0300652 0.0214021 0.0111514 -0.0444469 -0.011412 -0.0265834 -0.0433648 -0.0154861 -0.0528225 -0.0436314 0.0306355 -0.0126965 0.0504858 -0.0129631 0.0187209 0.0299177 -0.0436648 -0.020969 0.0126681 0.0121542 0.000885892 0.0625401 0.0054467 -0.032068 -0.0299034 -0.0278183 leaf_count=5411 2824 1227 1886 3189 4593 833 1473 1850 127 1183 929 227 772 296 636 164 177 1023 1453 302 196 476 1734 1537 2078 153 473 275 1126 384 internal_value=0 0.0165149 0.0192031 0.00498154 -0.0630767 -0.0386201 -0.078054 -0.136022 0.105416 0.0382395 -0.105827 0.0891109 -0.0831757 0.044417 0.248525 0.153615 0.0474931 0.0445408 0.0561655 0.0401934 0.0313914 0.0360666 0.0438345 0.0222895 -0.00400597 0.0676742 0.32143 -0.0432768 -0.0679903 -0.0235292 internal_count=39006 36182 34955 32306 17377 12784 11560 10087 2649 14929 8237 1224 7308 13746 763 997 13450 13273 12250 10797 10495 10299 9823 8089 6552 2704 626 3848 6537 3573 Tree=479 num_leaves=31 split_feature=25 75 28 33 82 39 63 13 14 67 65 85 42 14 13 23 23 73 79 29 85 14 0 19 8 85 54 82 33 14 split_gain=12.7977 8.37711 6.99648 6.28629 9.36964 5.52245 8.10938 6.42642 6.93184 5.68037 5.34247 5.31044 5.29782 5.25876 5.90267 5.21895 5.03669 4.91299 4.95329 5.57775 5.15776 5.14709 6.19263 4.75373 4.51427 5.13236 4.21652 4.12785 3.95062 3.8386 threshold=0.5 2.5 1.5 0.5 2.5 0.5 9.5 0.5 1.5 1.5 1.5 3.5 0.5 0.5 4.5 6.5 1.5 1.5 2.5 0.5 1.5 3.5 0.5 0.5 13.5 2.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 13 6 7 8 24 16 -9 12 -2 14 26 -6 17 18 19 20 23 22 29 -7 25 -1 27 -5 -15 -22 right_child=11 -3 -4 4 15 9 -8 10 -10 -11 -12 -13 -14 28 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 12 1 2 27 15 23 6 10 8 9 10 11 12 28 14 15 16 17 18 19 29 21 22 23 24 25 26 27 28 29 leaf_value=-0.0268986 -0.0281806 -0.0285641 -0.0323266 -0.0225782 0.00634831 0.0162233 0.0151093 0.00880239 0.00234751 -0.0288615 -0.0400134 0.0161145 -0.00253309 0.00769789 0.00708219 0.0668889 0.0015587 -0.00959353 0.0547136 0.0439537 0.0118167 0.030718 -0.0190309 -0.00484177 0.0108796 0.00195968 -0.0529561 0.0138347 -0.0146879 -0.00538311 leaf_count=4898 6406 2254 823 2870 135 4250 818 2359 1134 355 252 358 1310 1228 458 121 3179 402 144 151 1101 184 544 407 116 370 651 300 848 580 internal_value=0 0.0399723 0.0444828 0.0478645 -0.0320259 0.0619796 0.0144978 -0.0222702 -0.0799517 0.0865294 0.0653035 -0.145457 -0.188956 -0.0606221 -0.14629 0.359416 0.0913781 0.112933 0.122732 0.117642 0.109994 0.0438539 0.0184436 0.145231 -0.167332 -0.206654 -0.219085 -0.17053 0.0180717 0.0607293 internal_count=39006 30932 28678 27855 6611 21244 9947 9129 6518 11297 2611 8074 7716 6355 4279 256 10942 7763 7361 7217 7066 2409 2225 4657 5384 5268 3821 3170 2076 1681 Tree=480 num_leaves=31 split_feature=8 75 16 58 41 53 78 14 25 59 38 42 0 85 37 33 27 71 7 85 41 66 23 79 23 15 25 13 42 33 split_gain=14.7287 11.5323 9.65077 7.31995 8.15519 8.14148 7.57104 6.87781 6.72996 7.4177 8.13328 5.93215 5.12452 5.10837 5.02601 4.93828 4.28283 4.2671 4.1299 4.01904 4.00947 3.73572 3.53042 3.43221 3.58856 4.64644 3.39035 3.28328 7.9358 4.16444 threshold=0.5 0.5 0.5 1.5 1.5 3.5 0.5 3.5 0.5 1.5 0.5 4.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 1.5 0.5 1.5 0.5 2.5 0.5 2.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 8 15 19 9 10 12 20 14 -4 18 17 23 -6 27 -3 -2 -14 -11 24 25 -10 -7 28 -1 -29 right_child=11 7 13 -5 6 26 -8 -9 16 22 -12 -13 21 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=28 20 19 13 3 17 26 6 7 25 22 10 11 21 13 14 15 16 17 18 19 20 21 22 23 24 25 26 29 28 29 leaf_value=-0.00759387 -0.0339045 -0.0407762 -0.0426801 -0.034797 -0.00429778 -0.0286502 0.0685038 0.0348775 0.041203 0.0734865 -0.0339178 0.0307359 9.16635e-05 -0.00405021 -0.0134086 0.0712357 -0.0316924 0.0274684 -0.0349393 -0.0139647 0.00451796 -0.0334328 0.00266768 -0.0123438 0.0798227 0.00974659 0.0285638 0.0147255 0.0336588 -0.0461292 leaf_count=3747 6636 3901 2027 680 1402 2437 266 158 400 177 1031 143 582 1088 1423 211 246 530 493 2493 819 1184 211 325 169 420 494 4658 376 279 internal_value=0 0.00799716 0.033744 0.0525021 0.0622561 0.0377425 0.24411 -0.188947 0.0569035 0.027887 0.015553 -0.245871 0.0341482 -0.222044 0.0579509 0.165094 0.211236 0.116127 0.0831835 -0.23759 -0.288077 -0.149613 0.503309 0.245331 0.28699 0.252022 -0.225829 0.0935974 0.0064821 0.135697 internal_count=39006 31408 24856 21741 21061 18652 2409 6552 15721 14161 13773 7598 12742 3115 10976 2143 1560 1932 9553 6394 7455 1766 388 1314 989 820 2931 9060 4123 4937 Tree=481 num_leaves=31 split_feature=33 82 13 42 43 74 33 66 10 37 66 71 14 23 23 32 33 39 23 8 23 21 82 39 23 86 7 41 14 53 split_gain=46.1553 9.16986 7.68913 6.92093 7.85698 4.04387 3.02872 2.39743 2.43592 1.61519 1.53143 1.46994 3.43484 1.58057 1.09591 0.941097 1.46463 1.40366 1.16209 0.84177 1.38003 0.695047 0.621797 0.340193 0.499324 0.604628 0.22809 0.0889068 0.0727537 0.0946274 threshold=1.5 0.5 4.5 0.5 0.5 0.5 0.5 4.5 0.5 0.5 3.5 0.5 0.5 0.5 2.5 1.5 5.5 0.5 1.5 8.5 3.5 0.5 1.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=6 2 3 4 5 7 19 8 15 10 11 12 13 -8 -5 16 17 -2 -17 23 -21 -6 -3 24 25 26 28 -25 29 -1 right_child=1 22 -4 14 21 -7 9 -9 -10 -11 -12 -13 -14 -15 -16 18 -18 -19 -20 20 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_parent=29 17 22 2 14 21 5 13 7 8 9 10 11 12 13 14 18 16 17 18 20 20 21 22 27 24 25 26 27 28 29 leaf_value=-0.0403846 0.0137649 -0.027088 -0.0584555 -0.00234728 -0.00734599 -0.0123925 0.00147533 -0.00278747 -0.00359516 -0.0508439 -0.0447181 -0.0424566 0.0421717 -0.0406939 -0.0403758 0.0450791 0.0508064 0.0503889 0.0844041 -0.0505827 -0.00440776 -0.0413087 -0.0572895 -0.0504029 -0.050486 -0.0214166 -0.0312144 -0.0408961 -0.050483 -0.0506258 leaf_count=2104 190 346 227 165 169 260 575 157 146 1905 1225 722 399 902 187 128 1156 112 107 870 704 427 426 12438 6509 1110 1086 1253 1332 1669 internal_value=0 0.119999 0.178968 0.218423 0.282407 0.351431 -0.402081 0.396673 0.429563 -0.245297 -0.180952 -0.105906 -0.0287614 -0.187148 -0.227256 0.462402 0.421842 0.278026 0.618284 -0.447803 -0.274772 -0.253941 -0.430275 -0.462675 -0.429924 -0.386794 -0.422513 -0.497159 -0.44795 -0.428578 internal_count=39006 4203 3431 3204 2852 2256 34803 1996 1839 5728 3823 2598 1876 1477 352 1693 1458 302 235 29075 1574 596 772 27501 13810 7301 6191 13691 5105 3773 Tree=482 num_leaves=31 split_feature=10 56 14 13 38 88 41 66 3 34 58 8 13 85 33 75 74 10 23 42 21 90 29 41 8 63 66 8 66 9 split_gain=23.9058 20.8177 16.4307 15.2302 11.0251 9.51156 9.59703 7.36336 6.8382 8.05093 5.91337 5.6606 5.49184 5.17916 5.27116 5.10222 6.29967 6.03778 6.12067 5.00956 4.75161 4.74712 4.47126 4.13393 4.08545 5.99161 9.56684 4.83459 3.91035 5.262 threshold=6.5 2.5 2.5 3.5 19.5 5.5 0.5 3.5 1.5 6.5 3.5 10.5 1.5 1.5 1.5 1.5 11.5 2.5 0.5 3.5 3.5 3.5 0.5 0.5 12.5 1.5 2.5 2.5 6.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 -5 10 -10 13 19 -2 14 15 16 17 18 -1 21 24 22 -8 -9 25 -20 -27 -28 29 -3 right_child=12 28 -4 7 -6 -7 11 23 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_parent=18 12 29 2 7 4 5 22 23 9 9 10 11 12 13 14 15 16 17 25 19 20 21 22 23 24 26 27 27 28 29 leaf_value=-0.0194874 0.0437246 0.0312423 -0.0405951 -0.0465153 0.0929332 -0.0514976 0.0100979 -0.0359585 0.0365783 -0.0465823 0.0441837 -0.0628672 -0.0132283 -0.0263146 -0.0353539 -0.0280569 0.0701923 0.036271 -0.00323899 -0.03975 0.0672964 0.0552486 -0.0194128 0.0296723 -0.0513225 -0.0393566 0.0774712 0.00946076 0.0544586 -0.0183969 leaf_count=2759 3320 897 4046 5333 137 289 5464 468 650 109 384 172 196 3229 2334 1756 275 399 3918 291 101 113 335 256 491 194 356 311 274 149 internal_value=0 -0.00808333 -0.0341743 -0.0153021 0.00661061 0.000872672 0.00978241 -0.327164 -0.0602659 0.219523 -0.0847757 0.0771283 0.375046 -0.0970231 -0.0622284 -0.037804 -0.00705646 -0.0217023 -0.0481258 0.0848609 0.0268648 0.0949837 0.0846577 0.0375415 0.00688499 0.0288849 0.314335 0.537572 0.30654 0.221953 internal_count=39006 35490 34170 30124 24067 23930 23641 6057 17266 759 16507 6375 3516 16123 12894 10560 8804 8529 8130 6203 5371 5912 5799 724 5270 4779 861 667 1320 1046 Tree=483 num_leaves=31 split_feature=14 84 39 84 25 38 74 59 17 55 10 37 66 22 13 10 46 48 35 59 12 68 70 42 37 42 70 33 87 67 split_gain=11.006 14.2356 9.52208 9.34735 6.57507 6.32884 6.85108 6.73047 6.44347 5.27444 6.70898 5.34436 4.89131 6.47272 5.12161 5.09345 4.65418 4.62106 5.23896 4.83068 4.5696 4.75526 4.25711 3.91489 3.69192 3.75836 3.74212 3.62061 3.8324 4.09351 threshold=2.5 0.5 3.5 7.5 2.5 1.5 1.5 2.5 0.5 0.5 0.5 0.5 1.5 1.5 1.5 4.5 0.5 2.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 2.5 4.5 5.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 17 5 6 7 12 -9 10 -7 -11 14 24 15 20 -2 18 19 -3 21 27 -12 -20 26 -26 -14 28 29 -1 right_child=16 3 -4 -5 -6 9 -8 8 -10 11 22 -13 13 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 16 19 2 3 4 10 6 8 8 11 22 11 26 13 14 15 16 17 23 19 20 21 22 23 25 25 26 27 28 29 leaf_value=0.0220307 -0.0339505 0.0222893 -0.0356497 -0.0340447 -0.0471169 -0.0218762 -0.0358095 0.0829857 -0.00500057 0.0655549 0.0358547 0.0038275 -0.0284933 0.026252 -0.0159195 -0.0504149 0.0340066 0.0506848 -0.0232405 0.000222966 -0.0226745 -0.0463506 -0.0122866 0.0285263 -0.0128842 0.0416701 0.0291841 -0.0423606 -0.0387078 -0.00789337 leaf_count=2253 3997 3175 3737 261 2305 497 2108 659 882 113 336 119 6005 209 2966 2618 123 260 742 1245 556 333 106 106 1275 151 206 1029 118 516 internal_value=0 -0.00682342 -0.0648326 0.114108 -0.0410269 -0.0289711 -0.0610499 -0.0385995 0.402918 0.130991 0.0318234 0.389154 -0.0545593 -0.150766 0.000593872 0.0552977 -0.289481 0.145368 0.124599 0.162826 0.0761559 0.112007 0.211696 -0.110848 -0.197392 0.0114639 -0.255955 0.133966 0.151882 0.172132 internal_count=39006 34886 29097 5789 25360 23055 21884 19776 1541 1171 939 232 18235 7846 10389 7423 4120 5528 5268 4420 4805 4249 442 848 7637 1426 6211 3916 2887 2769 Tree=484 num_leaves=31 split_feature=13 68 85 12 34 42 71 57 67 18 36 87 90 70 50 19 86 74 66 19 39 23 10 77 63 7 25 4 58 38 split_gain=19.9059 16.7224 14.8791 14.0745 14.6952 15.0962 10.6387 9.1601 9.20772 8.30446 8.32502 8.01889 8.29419 7.60962 6.89532 6.75822 6.38284 6.37028 7.57251 6.3637 5.75397 5.38138 5.28262 5.09184 4.61167 4.65177 4.56158 4.47789 5.10873 5.47552 threshold=3.5 12.5 2.5 9.5 21.5 0.5 3.5 2.5 8.5 6.5 1.5 1.5 2.5 3.5 0.5 1.5 0.5 9.5 1.5 0.5 3.5 3.5 6.5 0.5 6.5 5.5 1.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 -2 19 20 -19 -16 24 -15 -9 -4 25 26 27 28 29 -1 right_child=15 -3 23 -5 -6 -7 -8 22 -10 -11 -12 -13 -14 21 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 15 1 23 3 4 5 6 22 8 9 10 11 12 21 19 15 16 18 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00332762 -0.046816 0.0500658 -0.0371872 0.0492077 0.0650827 -0.0237189 -0.0467884 0.0363566 0.038051 0.0570077 0.0255998 -0.0333267 -0.0466125 0.0481699 0.0689197 0.00807893 -0.021762 -0.0306015 0.0429365 -0.00499822 -0.0435835 0.00110443 -0.0378306 0.000236283 -0.0293443 -0.0476364 -0.0210404 0.022977 -0.0215753 -0.0423934 leaf_count=9568 6188 766 3078 361 157 3751 1633 678 375 164 937 1265 364 231 356 243 177 103 351 115 969 180 474 306 1136 530 2619 533 1127 271 internal_value=0 0.0228588 0.00953407 0.0305717 0.01773 0.00768398 0.0347891 0.0451243 0.0274424 0.013555 0.00529638 -0.0133547 0.00177128 0.0129741 -0.00541438 -0.360814 0.293447 -0.0213698 0.256442 0.463863 -0.0380737 0.280766 0.303306 -0.267244 -0.0269021 -0.0131651 -0.00478065 0.0140757 -0.00518866 0.0193358 internal_count=39006 32575 31809 28425 28064 27907 24156 22523 21371 20996 20832 19895 18630 18266 17855 6431 648 17207 454 471 16753 411 1152 3384 15784 14648 14118 11499 10966 9839 Tree=485 num_leaves=31 split_feature=87 58 14 12 13 84 76 66 23 29 90 52 28 82 7 17 56 77 38 52 10 46 65 25 16 74 75 35 85 58 split_gain=17.623 12.8822 14.5354 10.2409 13.1433 8.18515 7.94027 7.87919 7.5052 7.3128 8.30951 6.83674 8.30862 7.07933 6.85622 6.28804 5.95287 5.60316 5.50242 5.29776 5.08574 4.77279 4.7628 4.60858 4.44784 4.39322 3.93751 5.26359 4.79377 4.39101 threshold=1.5 7.5 2.5 0.5 2.5 0.5 0.5 10.5 2.5 0.5 1.5 0.5 1.5 4.5 5.5 5.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 9 8 19 17 10 11 12 13 14 15 25 21 20 -12 -2 -5 -11 -13 -24 -22 26 27 29 -29 -1 right_child=7 -3 -4 6 -6 -7 -8 -9 -10 16 18 22 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=29 19 1 2 20 4 5 6 7 8 21 18 22 12 13 14 15 16 17 18 19 24 21 23 23 24 25 26 28 28 29 leaf_value=-0.0227641 -0.0431864 0.0403056 -0.0383573 0.0305386 -0.0374075 -0.0205601 0.0394119 0.0143934 -0.00633374 0.0355625 0.0518287 0.0296251 0.0421382 0.0549667 0.0279214 0.0645317 -0.0276664 -0.0319765 -0.0216573 0.0138544 -0.0374391 -0.0244642 0.0092357 -0.048894 0.0399852 -0.0558625 -0.0331667 0.0124904 -0.0247335 0.00888418 leaf_count=7414 5935 368 3319 1530 3928 2640 701 280 2292 1110 254 1095 228 308 202 105 316 237 133 148 874 227 454 227 131 460 1875 1309 406 500 internal_value=0 0.0162607 0.000515429 0.0191349 -0.0261714 0.000889233 0.135738 -0.286496 0.0790853 0.0314913 -0.00211649 -0.0260973 -0.0697119 -0.0932004 -0.10922 -0.135537 0.22437 0.197532 0.358555 -0.373052 0.242126 0.295345 0.147913 -0.0299316 -0.117392 -0.148357 -0.13103 -0.0979327 0.0347031 -0.1759 internal_count=39006 32643 32275 28956 23191 19263 5765 6363 5064 16623 14970 14583 12807 12579 12271 12069 1653 2772 387 6083 2535 1337 1776 681 1005 11964 11504 9629 1715 7914 Tree=486 num_leaves=31 split_feature=13 42 14 40 64 26 66 24 58 0 52 29 33 86 41 69 31 91 73 46 0 75 4 39 7 75 31 52 6 33 split_gain=14.9857 10.065 8.7052 6.35839 7.18768 6.04285 5.73372 6.954 6.57497 5.70305 5.17187 4.67032 4.56136 4.23336 4.0577 4.03629 3.84604 3.82063 4.16256 4.10969 4.48616 3.71119 3.65633 3.58602 3.61265 3.34937 4.15961 5.38461 4.12973 3.87872 threshold=2.5 0.5 2.5 2.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 4.5 0.5 3.5 4.5 2.5 2.5 1.5 3.5 2.5 0.5 0.5 1.5 2.5 5.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 14 10 12 15 13 23 -3 17 -10 22 -9 -2 18 19 20 25 -4 -6 24 -1 26 27 28 -8 -28 right_child=16 11 21 -5 5 -7 7 8 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_parent=24 16 11 21 3 22 5 28 15 13 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 29 27 28 29 leaf_value=-0.0131549 -0.0404072 -0.0351096 -0.0446029 -0.035973 0.0221457 -0.0329202 0.00848913 -0.013265 0.0810955 -0.0227434 0.0346699 0.0343898 -0.0537673 0.0185727 -0.0311911 0.0482095 0.00530718 0.0636024 -0.0220808 -0.0460863 0.068295 0.0165724 0.0554427 -0.0478562 0.0458306 0.0400994 -0.0188682 0.0496029 0.0518016 0.0267083 leaf_count=5829 7810 4221 2588 682 1807 777 2863 5443 151 283 192 216 620 205 294 132 375 161 631 100 100 255 277 1067 116 335 696 367 229 184 internal_value=0 0.00100175 0.0216703 0.0371541 0.0477185 0.208031 0.0173663 0.0549347 -0.0509464 0.241598 -0.105515 -0.286036 0.123981 0.432251 0.255864 -0.110808 -0.335198 0.135955 0.122445 0.144468 0.157588 -0.333578 0.288961 -0.144842 -0.104678 0.140728 0.114503 0.16529 0.118674 -0.0692202 internal_count=39006 30821 26384 23541 22859 3155 19704 12500 6214 639 7204 4437 6286 356 2378 5575 8185 5666 5505 4874 4774 2843 2084 7012 5945 4674 4339 3459 3092 880 Tree=487 num_leaves=31 split_feature=16 67 76 65 42 65 87 32 0 39 41 45 91 31 24 75 67 15 87 70 66 47 69 6 55 57 38 44 19 86 split_gain=10.0977 8.44116 8.34276 7.20544 10.2554 9.46626 7.37842 6.40822 6.89923 6.23701 6.33021 5.96546 5.0489 4.9904 4.87963 4.44166 4.40858 4.36176 4.6407 6.45768 4.95065 4.33967 4.2424 6.08646 6.03176 6.17478 5.43598 7.71396 4.92144 4.60162 threshold=1.5 0.5 1.5 0.5 3.5 5.5 2.5 1.5 3.5 2.5 0.5 0.5 1.5 5.5 0.5 3.5 2.5 1.5 5.5 0.5 0.5 0.5 5.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 13 7 5 6 9 11 17 10 14 15 -11 16 -5 22 -3 18 19 20 21 -9 23 24 25 26 27 29 -28 -1 right_child=-2 2 -4 4 -6 -7 -8 8 -10 12 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_parent=29 0 16 2 14 4 5 6 21 8 12 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 28 27 28 29 leaf_value=0.0045278 -0.0293963 -0.0137058 0.044365 -0.0312039 0.0262383 0.0423883 0.00752296 -0.00535197 -0.0320355 -0.00607935 -0.0361795 -0.0142822 0.0380838 0.0151513 -0.00507116 -0.0491696 -0.0453102 0.0198598 -0.0211893 -0.0184856 0.0216224 0.0230296 0.0252698 -0.0254481 -0.0104406 -0.0198032 0.0231994 0.0369911 -0.0233903 -0.0097088 leaf_count=11366 2594 3219 211 1965 344 273 614 460 134 923 2465 2547 117 228 1165 668 1208 1442 129 280 1149 219 320 544 1192 835 834 295 163 1104 internal_value=0 0.0183495 -0.107883 0.027377 -0.0427836 -0.0706034 -0.0878957 0.0422331 0.107811 -0.130182 -0.198749 0.0251042 -0.0230998 -0.13848 -0.123778 0.0329576 -0.17522 0.121449 0.0720737 0.0954802 0.131192 0.0294324 0.0349167 0.030392 0.0354578 0.0458648 0.0524289 0.0418295 0.188977 0.0350833 internal_count=39006 36412 4866 31546 7866 7522 7249 23680 3813 6635 5595 19867 1040 4655 3130 17320 4427 3679 2237 2108 1828 679 16652 16332 15788 14596 13762 12765 997 12470 Tree=488 num_leaves=31 split_feature=56 25 16 75 91 31 13 14 41 73 47 58 85 67 78 86 71 28 10 23 33 52 66 85 24 84 13 39 47 65 split_gain=9.88209 8.33185 7.43685 5.96587 5.70314 5.66367 5.84118 9.09178 7.48214 5.89578 5.85117 5.55569 5.86961 5.65155 4.81802 4.79936 4.53874 5.27535 4.30598 5.19288 4.42794 4.28573 4.25786 4.04244 6.19854 7.84469 3.59648 3.51626 3.40404 3.38359 threshold=1.5 1.5 3.5 5.5 2.5 11.5 1.5 15.5 1.5 2.5 6.5 0.5 9.5 1.5 0.5 2.5 0.5 0.5 1.5 1.5 0.5 2.5 2.5 0.5 0.5 0.5 12.5 8.5 6.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 18 11 12 13 14 15 16 17 23 20 29 21 27 -13 24 25 -1 -22 -8 -29 -20 right_child=-2 -3 -4 -5 -6 -7 9 -9 -10 -11 -12 22 -14 -15 -16 -17 -18 -19 19 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=25 0 1 2 3 4 5 27 7 8 9 10 22 12 13 14 15 16 17 29 19 26 21 22 23 24 25 26 28 28 29 leaf_value=-0.034213 -0.0424061 -0.0255777 -0.052155 -0.0489723 -0.0342569 0.0437715 0.00644696 0.0215339 -0.0297104 -0.0281897 0.0265902 -0.00611243 0.0326729 -0.0350805 -0.0192506 -0.0618293 0.00842293 -0.031171 0.0264556 -0.0100301 -0.00785571 0.0516369 -0.0352387 0.00416706 -0.000363846 0.0236951 0.0288804 0.0141192 0.0467456 0.0794138 leaf_count=4523 2561 3398 722 1040 812 114 6654 711 1473 230 381 845 154 999 1320 111 3210 755 111 162 1417 130 896 2932 1917 289 120 784 127 108 internal_value=0 0.0262348 0.0311345 0.0334047 0.0353368 0.0379029 0.0354778 0.00624085 -0.00761102 0.0698877 0.00116817 -0.00656708 0.00683541 -0.000367075 0.00610594 0.0160225 0.0192699 -0.0108719 0.0761716 0.321912 0.0694844 0.0848845 -0.155881 0.000202962 -0.0636314 -0.235437 -0.043232 0.0804588 0.179454 0.499094 internal_count=39006 36445 33047 32325 31285 30473 30359 20516 19805 9843 18332 17951 16210 16056 15057 13737 13626 10416 9613 381 9232 7695 1741 9661 6729 4812 1537 7565 911 219 Tree=489 num_leaves=31 split_feature=23 17 41 87 47 85 14 39 14 7 34 55 78 85 85 31 25 79 70 24 55 87 23 52 91 39 25 34 26 85 split_gain=12.6909 8.87075 9.2769 7.16397 7.07705 6.01615 5.79305 5.68354 10.3823 5.5742 5.34208 5.31739 4.33461 4.12918 6.03241 4.11761 4.10762 3.85008 4.24626 3.67529 3.79507 6.2034 5.16288 4.43473 3.50488 4.73082 3.49927 4.33913 3.80347 3.49339 threshold=3.5 1.5 0.5 0.5 3.5 3.5 9.5 0.5 5.5 0.5 0.5 3.5 0.5 1.5 0.5 1.5 1.5 0.5 0.5 4.5 0.5 3.5 1.5 0.5 0.5 5.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 6 -2 10 8 11 26 12 -1 17 14 -14 16 19 18 -4 20 22 -22 23 24 25 -5 27 28 -9 -8 right_child=5 -3 4 15 -6 -7 29 9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=11 5 1 18 25 4 5 29 28 8 9 10 11 14 13 14 15 16 17 18 19 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.0327592 -0.0363009 -0.0269717 0.01902 -0.00950753 -0.0214147 0.00625434 0.0219943 0.00185764 0.0166872 -0.027431 -0.00947445 0.0332893 0.00849707 0.0142887 0.103511 -0.0329473 0.0514942 -0.0186954 -0.02178 0.0184206 -0.00522036 0.0552531 -0.0218484 0.0228097 0.0260592 0.041096 0.0509248 -0.0358388 0.0500163 0.0663361 leaf_count=7018 8406 3117 2387 2149 849 625 191 3714 357 1250 1740 104 175 235 104 886 131 598 349 979 281 173 1035 601 308 216 152 502 256 118 internal_value=0 0.0103937 0.0240415 -0.018748 0.122026 -0.262416 0.153327 -0.0889062 -0.19578 -0.0178372 0.118078 -0.291574 0.164259 0.425449 0.68816 0.0475547 0.0613477 0.127101 0.158455 0.0494924 0.0128423 0.234887 -0.0163643 0.0330274 -0.0216737 -0.0599284 0.0305226 0.0111916 0.0434951 0.420444 internal_count=39006 29975 26858 20112 6746 9031 5897 13353 7479 5874 5588 7122 3848 514 279 6759 5873 3334 2736 5742 4763 454 4309 3274 2673 2365 4624 4472 3970 309 Tree=490 num_leaves=31 split_feature=33 33 38 10 12 38 24 67 56 33 39 17 53 32 14 14 13 23 53 39 39 53 85 86 31 66 90 23 24 41 split_gain=45.0481 9.21624 3.87185 3.44499 3.17616 3.2587 2.71748 2.65627 2.53928 2.32169 1.8002 1.44731 1.28832 1.67402 1.22031 2.1944 0.99046 0.994351 0.855596 0.837755 0.552679 0.560904 0.773853 0.856799 0.655905 0.3932 0.305653 0.286988 0.32374 0.0883159 threshold=1.5 6.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=9 3 8 4 5 6 7 10 18 20 12 14 13 -2 16 -16 17 25 26 -20 21 22 23 24 27 -11 -3 28 -1 -22 right_child=1 2 -4 -5 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 13 26 2 3 4 5 6 7 8 25 10 11 12 13 15 15 16 17 19 19 29 21 22 23 24 25 26 27 28 29 leaf_value=-0.0297368 0.00678378 0.0539525 -0.0123185 -0.0448037 -0.0403744 -0.0424137 -0.0371873 -0.0308739 -0.00224995 0.00614767 0.0498377 -0.0505963 -0.014584 0.042478 0.0273196 -0.0334212 -0.0514091 -0.0431917 0.014242 0.0480536 -0.0503868 -0.0504845 -0.0482289 -0.0056824 -0.0131528 -0.0206051 0.0361686 -0.0506377 -0.0506861 -0.0409161 leaf_count=1660 246 903 165 854 379 281 218 183 119 267 160 2069 181 121 431 678 1061 839 142 108 12706 6541 3240 667 672 346 144 1714 620 1291 internal_value=0 0.11206 0.313825 -0.0517135 0.00474913 0.0624501 0.11917 0.171503 0.384726 -0.410021 0.229383 -0.271365 0.150911 0.216667 -0.205069 -0.0195784 -0.295744 -0.202659 0.442721 0.301325 -0.4513 -0.412495 -0.376516 -0.316293 -0.358951 -0.0757127 0.507016 -0.402334 -0.352927 -0.496864 internal_count=39006 4204 1581 2623 1769 1390 1109 891 1416 34802 708 5691 548 367 3622 1109 2513 1452 1297 250 29111 15114 8573 5333 4666 613 1047 3994 2280 13997 Tree=491 num_leaves=31 split_feature=60 13 14 92 59 38 37 49 41 86 36 31 10 51 10 23 39 16 25 78 58 89 69 37 25 67 30 58 33 15 split_gain=22.4439 16.0833 15.508 11.5102 11.2627 11.6798 8.77193 9.04818 8.99674 8.08355 7.51162 6.88122 6.50391 6.16067 5.84594 6.8684 6.36534 6.87435 5.11073 6.55585 5.71662 5.04842 5.06817 4.9641 4.39694 4.36208 3.97119 4.00265 3.94963 3.76141 threshold=0.5 3.5 3.5 4.5 11.5 19.5 3.5 6.5 0.5 2.5 1.5 6.5 2.5 0.5 0.5 3.5 0.5 0.5 2.5 1.5 0.5 1.5 1.5 1.5 0.5 0.5 0.5 3.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 14 -3 11 13 -2 18 16 21 24 -18 19 23 29 22 -16 25 26 28 27 -1 -10 -21 right_child=12 9 -4 -5 -6 -7 -8 -9 10 -11 -12 -13 -14 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 12 9 2 3 4 5 6 7 28 9 10 11 12 13 22 15 17 17 18 29 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0131606 0.0105947 -0.0400959 -0.0475855 0.0663903 0.0303908 0.0914176 -0.0342892 0.0830099 0.0151496 0.033808 -0.0357568 -0.042317 0.0436778 -0.0145539 0.030443 -0.0181563 -0.0348791 0.0167571 0.0316925 0.0306723 0.0550966 -0.0390721 -0.020391 -0.0236873 0.0144559 -0.00827827 0.0420069 0.0451704 -0.0421913 -0.0272994 leaf_count=7663 782 6291 2646 108 1303 137 1108 126 2348 100 324 222 2861 517 1724 1271 5178 577 832 149 234 154 237 331 478 623 168 197 191 126 internal_value=0 -0.0110614 0.0103896 0.0245368 0.0163189 -0.00178789 -0.00805471 0.00490846 -0.000727306 -0.322192 0.0682042 0.0866515 0.304927 0.101376 -0.0682687 0.0643526 -0.113431 -0.267922 0.129382 0.0953249 0.330552 0.176999 0.229293 0.0541687 -0.0568424 0.0837627 -0.0978097 -0.115126 0.133828 0.0733533 internal_count=39006 35363 28972 26326 26218 24915 24778 23670 23544 6391 5897 5573 3643 5351 17647 3386 14261 5755 4834 4002 509 2115 1961 3493 8506 3162 8028 7860 2539 275 Tree=492 num_leaves=31 split_feature=39 14 22 55 49 84 40 70 33 16 48 15 66 70 0 15 83 70 31 4 75 31 53 80 58 41 30 13 69 24 split_gain=10.384 10.0718 8.20407 6.43817 8.02815 6.74875 6.11623 7.56547 6.37418 6.3716 7.76689 6.37114 5.6419 6.20311 5.08279 4.66617 4.4057 4.33043 4.4504 4.27107 4.08394 4.5942 4.0702 4.24184 3.92522 4.65817 4.80263 3.86465 3.47484 3.37958 threshold=6.5 5.5 0.5 2.5 0.5 7.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 2.5 0.5 0.5 0.5 0.5 2.5 7.5 2.5 0.5 0.5 0.5 1.5 0.5 3.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 19 7 9 11 12 17 -9 13 14 22 28 24 18 -11 20 21 29 23 -1 25 -4 -27 -20 -5 -6 right_child=-2 -3 16 15 5 -7 -8 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 27 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=23 0 1 25 28 29 5 6 11 8 18 10 11 12 13 14 15 16 17 27 19 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.0122097 -0.0422581 -0.0410928 9.40809e-05 0.0186369 0.0167244 -0.0437832 -0.0306445 0.0162291 -0.0218605 -0.00855116 0.0700783 0.102026 -0.026917 0.0287885 0.0481294 0.0628898 -0.0522003 -0.0376251 0.0167197 -0.028136 -0.0202825 -0.037801 -0.0479467 0.0503798 0.0344457 0.0338581 -0.0330712 0.0894944 -0.0207385 -0.0323545 leaf_count=8114 2460 2005 1456 375 2513 179 4560 366 336 972 509 299 7434 644 465 133 103 441 425 273 470 126 2796 129 389 586 103 130 113 102 internal_value=0 -0.0134103 -0.00130973 -0.0321089 -0.0518019 0.0482205 -0.105417 -0.0741997 0.296988 -0.0983601 0.107757 0.536792 -0.137389 -0.0731009 -0.111492 0.166582 0.12978 0.00389344 0.110053 0.0747983 0.0990082 0.128181 -0.132686 -0.102637 0.147265 0.0943928 0.26229 0.381351 0.0985586 0.149641 internal_count=39006 36546 34541 31904 31283 3663 27620 23060 1001 22059 2477 665 19582 12148 11504 621 2637 1968 1527 3484 3211 2741 11039 8243 2534 2145 689 555 488 2615 Tree=493 num_leaves=31 split_feature=13 14 37 85 36 12 34 42 67 68 90 19 30 33 10 39 66 38 87 86 59 57 84 76 59 83 89 58 12 38 split_gain=19.1359 15.0157 13.8004 9.70674 8.48932 7.89234 6.71244 11.0412 6.68946 6.33097 5.99614 5.98003 5.83898 6.45964 6.40186 5.89897 6.17787 4.81999 4.51265 4.27265 4.26135 4.25869 4.46585 4.19749 4.51587 3.47452 4.07916 4.77331 3.82819 3.94831 threshold=3.5 2.5 1.5 1.5 1.5 9.5 13.5 1.5 11.5 13.5 1.5 1.5 3.5 3.5 3.5 3.5 7.5 6.5 1.5 5.5 3.5 3.5 2.5 0.5 10.5 0.5 2.5 0.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 8 6 7 17 9 10 12 -2 13 14 15 16 18 19 21 20 -4 22 23 24 25 26 27 28 29 -1 right_child=11 -3 5 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 11 1 20 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00648187 -0.0464712 -0.0332531 0.0222554 -0.0183972 0.0296836 0.0510992 0.0593574 -0.0403787 0.0511347 0.0545727 -0.0306954 0.00549935 0.0699675 -0.0422212 -0.0354058 -0.0383484 -0.0147204 -0.0464496 -0.0271069 -0.0443275 -0.0290076 0.0491584 -0.0478014 -0.0248951 -0.0413347 0.0341194 0.0359953 -0.0175449 0.0249504 -0.0543462 leaf_count=5810 6205 3794 2436 4510 933 354 135 383 141 221 574 243 104 1881 3649 1019 1597 143 663 109 249 134 241 394 962 226 226 722 841 107 internal_value=0 0.0209948 0.0374623 -0.000394557 0.0265515 0.185381 0.137117 0.103494 0.00819567 -0.000101915 -0.0074602 -0.360748 0.00541228 -0.000227571 0.010121 0.0222963 0.0327017 0.156924 0.0579111 0.17797 0.197263 0.0693922 0.0606547 0.0679846 0.0798533 0.0883661 0.0753688 0.0611155 0.0821847 0.0561665 internal_count=39006 32558 28764 24955 20445 3809 3455 3320 19512 19371 19150 6448 18576 18472 16591 12942 11923 2937 10326 2794 2685 9663 9529 9288 8894 7932 7706 7480 6758 5917 Tree=494 num_leaves=31 split_feature=42 52 87 58 78 14 24 46 66 31 29 86 85 53 40 7 7 76 12 32 47 58 52 58 16 75 90 31 32 59 split_gain=16.6218 13.334 13.2055 9.35582 10.1097 10.1455 7.59566 7.46225 7.42027 7.41298 6.64758 5.7077 6.92899 5.70519 4.60337 4.59414 4.4402 4.33879 4.29612 5.70552 4.53426 4.36236 4.83179 4.26646 5.24597 4.08 5.13371 4.22329 4.02154 3.63277 threshold=0.5 1.5 1.5 9.5 2.5 2.5 4.5 1.5 0.5 5.5 2.5 4.5 0.5 2.5 1.5 2.5 5.5 2.5 0.5 0.5 3.5 1.5 0.5 0.5 1.5 0.5 12.5 2.5 0.5 8.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 23 10 11 12 25 -3 -2 -4 18 -15 20 -20 21 22 -14 24 -1 27 28 29 -27 -10 right_child=14 13 15 -5 -6 -7 -8 -9 9 -11 -12 -13 16 17 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=24 14 13 15 3 4 5 6 7 29 9 10 11 22 17 14 15 16 17 19 19 20 21 22 23 24 28 26 27 28 29 leaf_value=-0.0202135 -0.0369077 0.0296786 -0.0413118 0.0526763 -0.0413753 -0.0389524 -0.0343983 -0.0311229 0.0192063 -0.0334941 0.0554235 0.0588806 -0.0276551 -0.00334921 0.00827371 0.0158149 0.0309662 0.0488103 -0.0113125 0.0610538 -0.0511401 0.0231499 0.0287896 0.0213979 0.049948 -0.0175848 0.0368499 -0.0234154 0.0184856 -0.0413829 leaf_count=7490 6223 1297 3980 189 499 2485 1287 1153 4824 1284 178 146 1540 640 270 104 118 105 323 142 637 111 223 452 154 1682 138 313 417 602 internal_value=0 0.00773206 -0.0272776 -0.00332718 -0.0140942 0.00165096 0.0184305 0.0325714 0.0477875 0.0821371 0.0979747 0.084499 0.0737219 0.188523 -0.304888 -0.339685 -0.0678509 0.0343309 -0.113312 0.15842 -0.18178 -0.107198 -0.192831 -0.110354 -0.164319 0.121323 -0.00662145 0.162765 -0.0793156 0.181072 internal_count=39006 32513 30471 26387 26198 25699 23214 21927 20774 12678 11394 11216 11070 2042 6493 4084 3094 745 2976 465 2511 1874 1763 8096 7644 7976 2237 5739 2099 5426 Tree=495 num_leaves=31 split_feature=42 14 75 63 7 39 24 57 9 76 23 69 49 8 52 84 24 40 82 90 91 54 91 78 84 35 31 52 78 21 split_gain=14.3132 10.743 11.3231 8.06287 6.71039 6.05544 5.83408 5.58538 5.82767 5.21333 6.13905 5.01891 5.17434 4.72871 4.62909 4.58415 4.95496 4.48201 3.80421 3.77604 3.91862 3.52143 3.3778 3.35069 3.08186 2.95541 5.82376 3.00708 3.36923 3.09916 threshold=0.5 0.5 0.5 7.5 1.5 2.5 1.5 0.5 0.5 0.5 13.5 1.5 0.5 1.5 1.5 0.5 2.5 2.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 18 4 5 7 23 8 9 10 11 13 -13 15 -7 16 19 -6 -3 20 25 -2 -11 -4 -23 27 -27 28 29 -1 right_child=21 2 6 -5 17 14 -8 -9 -10 22 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 21 18 23 3 17 14 6 7 8 22 10 12 12 13 14 15 16 17 18 19 20 24 22 23 24 26 26 27 28 29 leaf_value=-0.00678543 -0.0416771 -0.0355899 0.0123456 -0.050978 0.018774 -0.0417722 -0.0366601 -0.0210585 0.0228286 0.00779571 0.0433716 0.0381341 -0.0220767 -0.0499229 0.0272102 0.0198385 -0.0405866 -0.0421889 0.0120839 -0.0552667 -0.0248996 0.0209432 0.0604809 0.0638702 -0.0433886 0.0400365 -0.0146244 0.0267038 0.0453879 -0.0544981 leaf_count=4193 5407 7222 677 947 2942 2804 468 2887 1644 257 161 727 222 475 231 787 1345 189 345 133 1920 630 161 145 432 263 276 464 151 502 internal_value=0 0.00311171 -0.183682 0.0373739 0.0477629 0.00709744 0.162069 0.0267737 0.050982 0.0137196 -0.00892862 -0.0293208 0.218824 -0.0604295 -0.289832 -0.0417765 -0.0762199 0.166308 -0.309558 -0.0452066 -0.0284094 -0.330661 0.329524 0.32099 -0.036726 0.0130193 0.181064 -0.0356983 -0.0711906 -0.0968066 internal_count=39006 32537 8857 23680 22733 19602 1290 16567 13681 12037 11619 11458 949 10509 3035 10034 9247 3131 7567 7902 7769 6469 418 822 1062 5849 539 5310 4846 4695 Tree=496 num_leaves=31 split_feature=35 41 23 40 85 32 63 71 8 31 80 76 0 56 79 26 20 20 29 0 28 47 35 24 64 34 61 71 39 87 split_gain=9.74411 8.67893 7.82054 7.11848 7.36251 8.84984 7.57619 7.24931 9.84323 10.726 7.29787 7.08594 6.91086 5.91466 5.89467 5.82995 4.85955 6.57429 6.45486 4.7327 9.48978 6.82921 6.686 5.46202 4.72622 5.17529 6.1013 4.69252 4.46768 4.72028 threshold=4.5 2.5 10.5 0.5 1.5 2.5 3.5 1.5 9.5 1.5 0.5 1.5 2.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 7.5 0.5 1.5 1.5 0.5 2.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 -7 8 9 10 13 24 28 14 16 -9 17 18 19 21 23 22 -1 -21 25 -6 27 -27 29 -5 right_child=-2 -3 -4 12 11 6 -8 15 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=22 0 1 2 29 25 6 6 15 8 9 10 11 12 13 14 15 16 17 18 23 20 21 22 23 24 27 26 27 28 29 leaf_value=-0.00153946 -0.0486501 -0.0253844 -0.0310531 -0.0222565 0.00862267 0.00953175 0.0496962 0.0119386 0.00944025 -0.0299803 -0.0457233 0.0606439 -0.0448222 -0.0311621 -0.0404631 -0.0234213 -0.0301182 0.0169666 -0.0473111 -0.00702811 -0.04121 0.0409449 -0.018742 0.0271128 0.0372467 -0.00182988 0.0298812 -0.0365027 0.00218211 0.000399231 leaf_count=6366 1274 2778 1599 2516 5148 1273 167 1906 1288 2150 543 122 481 1943 1794 268 289 707 668 438 130 164 1240 599 188 357 123 215 1548 724 internal_value=0 0.0146693 0.0190221 0.0222697 0.0341525 0.0107315 0.141325 -0.00502688 -0.024567 -0.050486 -0.0340725 0.0838318 -0.0605198 -0.0270596 -0.0184675 0.091655 -0.0119669 -0.004691 -0.0214293 -0.0144764 0.109632 -0.0333154 -0.0420919 0.177815 0.0771439 0.0691491 -0.0863398 -0.168472 -0.0408932 -0.123302 internal_count=39006 37732 34954 33355 28086 21933 1440 20493 18319 17031 14881 6153 5269 14338 12395 2174 10601 10312 9605 8937 1167 7770 7606 1037 6031 5843 695 572 4788 3240 Tree=497 num_leaves=31 split_feature=59 42 56 25 38 39 41 73 63 35 17 87 74 23 14 18 85 79 29 47 71 54 0 24 26 21 0 10 33 64 split_gain=10.994 8.58289 7.14158 7.32939 6.5844 6.34666 7.22435 6.12699 5.83248 8.60445 6.30367 5.94933 5.62088 5.83573 5.89654 4.83869 5.97228 4.53913 4.67306 4.5365 6.13369 5.93567 5.42095 5.12858 4.38354 5.95297 4.43959 4.28303 4.25416 4.4621 threshold=1.5 13.5 1.5 2.5 3.5 2.5 1.5 1.5 13.5 3.5 1.5 8.5 3.5 6.5 15.5 0.5 0.5 2.5 0.5 0.5 2.5 0.5 1.5 7.5 0.5 0.5 5.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 17 9 10 11 12 13 14 15 19 -17 18 24 21 23 22 -1 -21 26 -26 27 28 -7 -30 right_child=-2 -3 -4 -5 -6 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_parent=22 0 1 2 3 4 28 6 7 8 9 10 11 12 13 14 16 16 17 18 23 20 21 22 23 25 25 26 27 29 29 leaf_value=0.00446691 -0.0330758 0.0393594 -0.0417496 -0.0447914 -0.0404502 0.0081503 -0.0234188 -0.0140208 0.0158227 -0.0523936 -0.0247564 0.0201214 -0.0442244 0.0186417 0.0207884 -0.0156816 0.0343782 0.0457318 0.0355505 -0.00572878 -0.0378592 -0.0225071 -0.0601475 0.0319477 0.0078359 0.0553721 -0.0477692 0.0384529 0.000300776 -0.036185 leaf_count=6706 4795 153 1024 1201 618 4486 1609 500 660 1243 1459 382 1106 1569 489 653 279 122 183 6623 378 829 116 250 183 145 117 157 751 220 internal_value=0 0.0307812 0.0268242 0.0295421 0.0321537 0.0347332 0.0107672 0.0803012 0.0185111 0.00720346 0.0119467 0.0191224 0.00920383 0.0131895 0.00231026 -0.00753445 0.194381 0.094173 0.0875401 -0.0161533 -0.0610129 0.0217701 0.0384111 -0.0452024 0.0781171 0.272396 0.0654965 0.0703651 0.0621714 -0.0735395 internal_count=39006 34211 34058 33034 31833 31215 24351 6864 22742 22082 20839 19380 18998 17892 16323 15834 932 6364 6242 14902 7251 7651 6822 6873 6059 328 5731 5614 5457 971 Tree=498 num_leaves=31 split_feature=23 80 59 61 63 57 41 61 23 91 25 78 52 14 40 85 24 47 85 25 39 49 16 7 18 53 42 84 87 23 split_gain=13.0771 9.09755 8.10315 9.60303 8.21261 8.13766 7.84595 6.93869 5.96921 5.7282 7.30901 5.23508 4.76712 4.98126 5.30779 4.72523 4.52373 4.50671 5.56468 4.49373 4.21695 4.15236 4.05562 3.70166 4.50845 4.91984 3.59993 3.48768 3.3308 3.29944 threshold=3.5 0.5 1.5 4.5 4.5 0.5 2.5 0.5 0.5 0.5 0.5 1.5 0.5 2.5 0.5 0.5 0.5 0.5 1.5 2.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 -4 10 11 12 13 14 -1 -14 -16 -11 -19 23 -2 -10 26 24 25 -9 -15 -27 -25 -29 right_child=20 -3 8 -5 -6 -7 -8 19 21 17 -12 -13 15 22 16 -17 -18 18 -20 -21 -22 -23 -24 28 -26 27 -28 29 -30 -31 leaf_parent=14 20 1 8 3 4 5 6 25 21 17 10 11 15 26 16 15 16 18 18 19 20 21 22 28 24 27 26 29 28 29 leaf_value=-0.00959794 -0.036722 -0.0389685 0.0509731 -0.0405333 -0.0381234 -0.0318424 0.0324899 0.00420392 -0.00978297 0.00983243 0.027356 0.0388349 0.0379232 0.00874166 -0.0343662 0.0032862 0.0411499 0.0611588 -0.00493886 0.0365605 -0.00258924 0.0486339 -0.0373755 -0.0294669 0.0370773 -0.0246917 0.0464581 0.0249511 0.0179393 -0.0342417 leaf_count=7190 7664 1195 576 1481 1541 1827 785 2244 1912 959 913 242 473 720 214 902 370 551 155 285 1416 246 115 1851 281 2266 162 149 131 191 internal_value=0 0.00998371 0.0198475 0.00573003 0.0166777 0.0266073 0.0382374 0.0242861 0.274709 0.0656186 0.0407044 0.0127965 -0.00108277 -0.0344598 -0.0707529 0.14638 0.251291 0.245125 0.441787 -0.0654491 -0.270855 0.0598387 0.139321 -0.0831199 -0.0392284 -0.0643542 0.197252 -0.17649 -0.231934 0.0701728 internal_count=39006 29926 28731 25997 24516 22975 21149 20364 2734 12966 11301 10388 10146 8771 7774 1375 584 1665 706 7398 9080 2158 997 7113 5131 4850 882 2606 1982 340 Tree=499 num_leaves=31 split_feature=33 82 25 75 33 33 66 7 14 88 24 32 47 8 23 47 70 23 24 23 86 38 39 53 32 23 47 23 47 63 split_gain=42.1434 7.10367 5.83306 5.26554 4.91565 3.30671 2.8297 2.54361 2.82211 2.14318 2.12657 1.17826 0.957369 0.801136 1.37858 0.795889 1.79338 0.700471 0.462519 0.597047 0.751971 0.311893 0.293052 0.300317 0.214555 0.206541 0.173959 0.0954759 0.0703744 0.0762034 threshold=2.5 0.5 1.5 0.5 0.5 5.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 8.5 3.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 2.5 2.5 0.5 5.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=4 2 3 5 13 9 7 10 12 11 17 -2 -9 18 -15 25 24 -6 19 20 22 -3 23 27 -17 -7 -5 -1 29 -20 right_child=1 21 -4 26 6 15 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 11 21 2 26 17 25 6 12 8 9 10 11 12 14 14 24 16 17 29 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0348666 0.0059181 -0.0276714 -0.0398901 -0.0100868 0.000875474 0.0530157 -0.0476218 -0.0359409 0.0439167 -0.0251002 -0.0470327 0.0366498 0.00454638 -0.0505535 -0.00371691 0.00465374 0.0555318 -0.0268113 -0.0503695 -0.0504675 -0.0140865 -0.0525194 -0.0505619 -0.0506499 0.0234042 0.0398037 -0.0277054 -0.0236568 -0.0415071 -0.0420119 leaf_count=1392 156 148 143 108 617 861 2509 492 412 119 1731 156 513 892 713 113 147 974 12887 5707 891 267 1620 1736 121 229 101 792 1438 1021 internal_value=0 0.164381 0.219481 0.264925 -0.36754 0.324697 -0.206776 -0.127159 0.0793578 0.140015 -0.248126 0.228615 -0.129185 -0.438584 -0.267766 0.429444 0.324487 -0.0990732 -0.454297 -0.407724 -0.356316 -0.401626 -0.400901 -0.357754 0.145722 0.498968 -0.19068 -0.313799 -0.490628 -0.496694 internal_count=39006 2669 2254 2111 36337 1902 7248 4739 1417 431 3322 312 1005 29089 1605 1471 381 1591 27484 12138 6431 415 5540 3920 234 1090 209 2184 15346 13908 Tree=500 num_leaves=31 split_feature=10 56 14 39 21 33 90 6 8 66 74 24 87 3 23 85 10 63 17 61 54 41 44 63 85 58 59 24 35 38 split_gain=22.0723 16.4956 14.3625 11.6179 9.16483 6.95442 6.36321 5.85267 5.77303 7.20981 16.4713 7.83975 7.54512 6.46449 5.40488 6.86881 5.39126 5.04272 5.24171 4.98694 7.09542 5.8168 4.94549 4.82293 8.57809 5.09683 4.63051 4.42786 6.92839 4.38683 threshold=6.5 1.5 3.5 2.5 0.5 2.5 3.5 2.5 12.5 2.5 8.5 0.5 1.5 1.5 4.5 0.5 1.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 8.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 8 7 19 9 10 12 17 13 16 15 -13 29 18 -11 20 -6 -21 -5 25 -25 -17 -3 28 -22 -1 right_child=-2 26 -4 22 6 -7 -8 -9 -10 11 -12 14 -14 -15 -16 23 -18 -19 -20 21 27 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 26 2 22 20 5 6 7 8 18 10 15 12 13 14 25 16 17 18 21 28 21 22 24 24 25 26 27 28 29 leaf_value=-0.0169242 0.0377679 0.0126778 -0.0498769 -0.0325184 0.00673407 -0.0486516 0.0731259 -0.0422457 -0.048632 -0.0248751 0.110405 0.00475722 -0.0438495 0.0320119 -0.00895646 -0.00183875 0.0183416 0.0422729 0.0125933 -0.0183411 -0.00983173 0.00865672 0.0338296 0.106132 0.0274418 0.063343 0.0392476 0.0563377 0.0660677 0.0411902 leaf_count=5750 3504 1473 2857 6096 1776 1806 137 326 1012 1657 253 1145 1947 303 823 501 500 129 646 1774 295 1656 277 275 308 180 981 342 129 148 internal_value=0 -0.00805647 -0.0411944 -0.0263774 -0.00384366 -0.0605341 0.0820077 0.0689211 -0.0461396 -0.034185 -0.104264 0.0621395 -0.126312 -0.0865071 0.178555 0.258218 -0.116028 -0.0875761 -0.137798 0.0851455 0.177761 0.00937638 -0.27764 0.42537 0.630043 0.20873 0.193788 0.378707 0.167275 -0.151888 internal_count=39006 35502 33048 30191 23818 17383 6435 6298 15577 14565 8901 5664 8648 6701 3232 2409 6398 2432 2303 5972 2542 3430 6373 1264 583 681 2454 766 424 5898 Tree=501 num_leaves=31 split_feature=31 8 39 66 85 71 61 12 22 38 42 35 63 53 33 3 51 66 70 0 41 46 82 86 59 59 86 75 74 57 split_gain=10.8424 14.7743 8.64148 7.64601 5.94514 5.73253 5.35893 5.28613 4.97589 4.92563 7.34989 4.69548 4.61988 4.86068 4.5476 4.81715 4.18888 4.02298 4.01269 4.38075 3.99099 3.94046 3.96256 7.28036 4.47728 4.91277 6.9693 4.55686 3.96116 4.50209 threshold=1.5 10.5 2.5 0.5 5.5 1.5 2.5 8.5 0.5 0.5 0.5 5.5 3.5 3.5 3.5 0.5 0.5 1.5 1.5 1.5 0.5 6.5 5.5 0.5 0.5 3.5 1.5 11.5 3.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 7 3 5 -4 8 9 11 12 10 18 21 13 -1 15 -11 20 -12 19 -5 -10 22 24 -24 27 -26 -27 28 29 -2 right_child=1 -3 4 6 -6 -7 -8 -9 16 14 17 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_parent=13 29 1 4 19 4 5 6 7 20 15 17 11 12 13 14 15 16 17 18 19 20 21 23 23 25 26 26 27 28 29 leaf_value=0.00355468 0.0256501 -0.0436622 -0.0335971 -0.0291116 0.0107673 -0.0227234 -0.0395968 -0.0543592 0.00285914 0.019829 -0.0114037 -0.0458134 0.0520933 -0.0399383 -0.0543717 -0.0320864 0.0914131 0.0345364 0.0213368 0.0200301 0.0610233 0.0658005 -0.0131939 0.0654149 -0.0106143 0.0895014 -0.00441172 -0.0473737 -0.0276675 -0.0289794 leaf_count=6704 2167 1699 6589 8030 343 1304 2213 296 248 967 504 316 145 1928 149 307 111 457 474 560 116 112 215 186 1661 246 152 146 407 254 internal_value=0 0.0835642 -0.0720566 -0.0411659 -0.259364 0.0290756 -0.126071 0.127986 0.060953 -0.0918634 -0.153096 0.141349 0.0306403 0.0138001 0.0642849 0.115829 0.324014 0.123356 -0.224943 -0.256113 0.213919 0.15491 0.141042 0.398972 0.113091 -0.0205217 0.323968 0.180664 0.201807 0.227756 internal_count=39006 7857 31149 24217 6932 10556 13661 6158 9252 11448 10025 5862 8777 8632 1423 1274 475 961 9064 8590 364 5546 5434 401 5033 2059 398 2974 2828 2421 Tree=502 num_leaves=31 split_feature=39 37 74 42 12 1 42 47 70 18 76 9 24 78 71 63 1 85 57 79 68 67 47 90 61 59 63 23 33 23 split_gain=17.9663 13.336 9.17978 9.46832 7.86618 7.7993 7.59592 7.44301 6.63701 5.64359 5.47809 6.06327 6.37641 6.01711 5.64269 6.46383 5.24261 4.91589 4.55927 5.16365 4.62867 5.39623 6.23673 4.43406 4.51959 4.52052 4.26082 4.16641 3.89328 4.00121 threshold=2.5 1.5 9.5 0.5 9.5 0.5 1.5 4.5 3.5 6.5 0.5 1.5 2.5 0.5 0.5 3.5 1.5 4.5 6.5 7.5 6.5 4.5 1.5 2.5 4.5 9.5 1.5 3.5 2.5 14.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 6 -2 17 8 9 10 11 12 14 26 15 23 -5 18 19 20 21 22 -3 24 25 28 -13 -10 29 -1 right_child=5 4 -4 16 -6 -7 -8 -9 27 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 5 22 2 16 4 5 6 7 27 9 10 26 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00851095 -0.0343789 0.015125 0.028051 -0.0322346 0.0502619 0.0155786 -0.0248957 -0.026028 0.0452128 0.0516588 -0.0301469 0.016146 -0.0286818 -0.0355612 -0.0157098 -0.0229993 0.0233444 -0.0475776 0.0498426 0.0716025 0.044443 0.0615339 -0.0187185 -0.0386952 0.0430617 -0.0422454 0.0626164 0.000814568 -0.0308369 -0.0372409 leaf_count=9023 7218 1206 609 3440 355 314 449 1828 241 169 888 394 2350 134 3487 1477 132 171 395 172 337 103 662 265 317 1001 170 148 1450 101 internal_value=0 0.0293459 -0.00731566 -0.0235356 0.177681 -0.262852 0.127868 -0.00161747 0.0153012 -0.000378213 -0.00762109 0.00492088 -0.0125619 0.248202 0.00491926 0.0327748 -0.255609 0.175705 0.195885 0.154333 0.125505 0.0776563 0.0396045 0.055832 0.066042 0.0531111 0.352466 0.280462 0.0633778 0.0749335 internal_count=39006 31474 27624 27015 3850 7532 3495 23443 21615 21226 21057 20169 19471 698 17121 13634 3572 3046 2875 2480 2308 1971 1868 12157 11892 11575 564 389 10574 9124 Tree=503 num_leaves=31 split_feature=87 61 39 14 42 66 38 61 90 45 91 58 29 29 2 16 23 70 40 28 58 47 61 35 6 86 47 31 46 76 split_gain=15.086 11.684 13.9664 10.2334 8.68512 8.07237 7.2696 8.14347 7.92621 7.49457 7.10107 7.40977 5.87971 5.86973 5.80877 5.35206 5.05054 4.90674 4.22205 5.24586 4.14781 4.10678 3.72452 3.30758 3.16669 3.25024 2.85379 2.82124 2.7926 3.55833 threshold=1.5 10.5 3.5 2.5 1.5 10.5 0.5 0.5 1.5 0.5 2.5 0.5 0.5 2.5 0.5 0.5 1.5 2.5 1.5 1.5 11.5 0.5 3.5 0.5 0.5 0.5 2.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 22 7 8 10 14 11 13 -8 18 17 -14 -16 20 19 21 24 -1 -2 -23 28 -26 -5 -7 29 -9 right_child=5 -3 -4 26 -6 27 12 9 -10 -11 -12 -13 15 -15 16 -17 -18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=21 22 1 2 26 4 27 12 29 8 9 10 11 15 13 16 15 16 17 18 19 20 23 22 23 25 25 26 27 28 29 leaf_value=-0.0328512 -0.0448682 0.03154 -0.0377618 -0.0442175 -0.0467687 0.035571 -0.0193856 0.0214394 0.043905 -0.0132609 0.054269 0.0173082 -0.020772 0.0451316 0.0188943 0.0533867 -0.022291 -0.0216863 0.0270916 0.0424339 0.0599041 -0.0235699 -0.00842535 -0.00113393 -0.0310111 0.023488 0.00698515 -0.0270661 -0.000610821 0.0532134 leaf_count=5521 5656 499 3446 2478 1228 145 3140 3674 225 2033 229 895 247 117 486 167 600 221 240 176 154 4258 410 1261 246 164 289 130 441 230 internal_value=0 0.00784751 -0.0106257 0.00899113 0.0243727 -0.2797 0.0343654 0.0606631 -0.0274662 0.122829 -0.055101 -0.0755666 -0.125313 -0.128666 0.156492 0.225109 -0.0444145 0.194036 -0.15055 -0.173029 0.212441 -0.193785 -0.370407 -0.119233 0.195165 -0.0625422 -0.352281 0.164782 0.215835 0.238699 internal_count=39006 32665 32166 28720 25953 6341 24725 21171 12922 8249 12697 12468 3554 11573 6216 414 1086 5130 11456 11216 4909 11040 6066 5519 4755 410 2767 275 4345 3904 Tree=504 num_leaves=31 split_feature=42 8 13 14 85 66 65 57 2 71 61 33 53 40 24 52 39 63 23 47 35 84 80 44 74 2 7 46 73 75 split_gain=13.8049 10.1345 10.5389 8.62174 6.17637 6.31748 7.35171 5.33593 4.38795 4.39249 5.18439 4.93766 4.51947 4.24801 4.20598 5.38115 4.40964 4.13405 3.92504 3.91054 5.90403 4.10915 5.67989 5.27817 4.04462 3.86937 4.2583 3.6926 3.68277 6.31629 threshold=0.5 4.5 4.5 2.5 7.5 2.5 0.5 0.5 1.5 0.5 2.5 0.5 3.5 2.5 3.5 1.5 0.5 7.5 1.5 7.5 1.5 0.5 1.5 0.5 5.5 0.5 0.5 3.5 1.5 8.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 14 8 9 10 18 -12 -11 17 15 16 -1 19 -8 21 -21 22 24 25 27 26 -23 28 29 -7 right_child=-2 -3 -4 -5 -6 13 7 -9 -10 12 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=16 0 1 2 3 4 29 18 7 8 12 11 11 12 13 14 15 16 17 18 20 20 26 22 23 24 25 26 27 28 29 leaf_value=-0.00437273 -0.0328687 -0.0473124 -0.0397401 -0.0354351 -0.0455936 0.0095052 -0.0172843 -0.0374075 -0.0252545 0.0729801 0.0897537 0.00386708 0.00633082 -0.0294405 -0.0459534 0.0351804 -0.0311483 -0.0503903 0.0244548 0.0032454 0.08585 0.0691048 0.0575866 -0.027273 -0.0296123 -0.00354335 0.0266258 -0.0329614 -0.0189726 0.0578407 leaf_count=6348 6470 2131 3886 2441 448 4706 768 1009 989 424 172 112 195 441 957 218 3379 181 539 183 113 348 143 220 555 222 452 232 541 183 internal_value=0 0.00435433 0.0170751 0.0327202 0.0469428 0.0550733 -0.0201849 0.137613 0.189297 0.243489 0.141231 0.523698 0.506637 0.111541 -0.0932936 -0.0669231 -0.0985574 0.123862 0.0259225 0.131851 0.460537 0.117234 0.0835449 0.273752 0.0655537 0.343728 0.427131 0.0836301 0.0987958 0.121255 internal_count=39006 32536 30405 26519 24078 23630 15110 4208 3199 2210 1591 284 619 8520 10902 9945 9727 8079 1307 7898 296 7602 6360 1242 6217 1022 800 5662 5430 4889 Tree=505 num_leaves=31 split_feature=74 58 65 46 25 39 40 69 65 24 22 87 85 31 78 32 13 69 42 14 85 32 74 63 26 23 47 76 35 63 split_gain=9.5118 8.49714 8.36916 9.52425 7.98003 9.4477 6.30616 7.29592 5.5089 6.45644 5.75288 5.23951 5.02483 4.97002 4.67 4.89823 4.93732 4.57351 5.54179 4.5204 4.50684 5.09962 4.48872 4.25114 4.85196 4.12873 4.11351 3.97918 4.11007 5.82366 threshold=3.5 2.5 9.5 1.5 0.5 2.5 1.5 8.5 0.5 5.5 0.5 1.5 1.5 4.5 1.5 1.5 11.5 5.5 5.5 0.5 1.5 0.5 0.5 4.5 0.5 5.5 1.5 3.5 0.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 19 7 8 10 17 14 -3 -12 -8 15 27 -17 18 20 -6 21 -10 -7 24 -23 -22 -18 28 -1 -30 right_child=-2 11 -4 -5 5 22 13 -9 9 -11 12 -13 -14 -15 -16 16 26 -19 -20 -21 25 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=28 0 11 2 3 19 22 13 7 21 9 12 11 12 13 14 16 26 17 18 19 25 24 22 23 24 25 26 27 29 29 leaf_value=0.00448112 -0.0449896 -0.0495993 0.0655684 -0.0382319 -0.0333978 0.0119922 -0.0258139 0.0349259 -0.021153 0.0217123 -0.0282301 0.0115552 0.00742515 0.0392802 -0.0176366 0.0134943 -0.0337496 -0.0400902 0.037064 -0.00809309 0.00765485 -0.00424351 -0.0262117 0.0198675 -0.0507593 -0.040064 0.00608158 0.0485074 -0.00877777 0.024564 leaf_count=12934 1648 877 108 1372 5299 657 1080 271 2547 276 762 152 219 119 678 2954 101 172 101 1164 828 1091 191 190 159 199 213 134 2352 158 internal_value=0 0.0132467 0.0165821 0.0147962 0.0180762 -0.103471 0.0271293 0.0313909 0.0279241 -0.0379129 0.0407003 -0.330854 -0.142679 -0.192114 0.0464199 0.0503608 0.111409 -0.0616972 -0.0478485 -0.222575 -0.0620054 -0.109278 0.0543212 -0.0294279 -0.0825688 0.0433634 -0.0883575 0.0350092 0.0328922 -0.0500644 internal_count=39006 37358 36329 36221 34849 7311 27538 26339 26068 5563 20505 1029 981 1199 19524 18846 3268 5287 5115 6463 5014 3987 848 1440 1250 1027 314 15578 15444 2510 Tree=506 num_leaves=31 split_feature=59 46 16 91 47 14 41 71 76 44 85 24 13 42 0 14 44 85 16 64 20 58 63 23 66 66 63 32 87 42 split_gain=8.31996 6.98274 6.68791 6.5935 6.31357 8.85669 8.47568 8.32707 6.98158 5.93303 5.62851 6.62774 6.57589 5.95818 5.92177 5.8989 5.36696 6.07574 5.27605 4.52922 4.73652 4.52066 4.45272 4.22805 13.9314 6.96741 5.51076 4.46941 3.90171 3.74402 threshold=2.5 2.5 3.5 2.5 4.5 10.5 2.5 0.5 0.5 0.5 0.5 0.5 3.5 1.5 2.5 3.5 0.5 4.5 0.5 0.5 1.5 1.5 14.5 0.5 1.5 1.5 0.5 0.5 0.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 9 7 8 10 21 11 12 15 18 19 -1 29 28 22 20 -12 23 -13 24 27 -25 -26 -6 -18 -9 right_child=-2 -3 -4 -5 5 -7 -8 16 -10 -11 14 13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 25 26 -27 -28 -29 -30 -31 leaf_parent=15 0 1 2 3 27 5 6 29 8 9 20 22 12 13 14 15 28 17 18 19 20 21 22 25 26 25 26 27 28 29 leaf_value=-0.0345558 -0.0459739 -0.0495226 -0.0521105 -0.0368397 0.0792891 -0.0554999 -0.0358411 0.00508821 -0.0310295 -0.0280068 0.00393542 -0.00471823 0.0181294 0.0322161 -0.0391303 0.00912062 0.038642 0.0748657 -0.0457247 -0.0117086 0.037685 -0.0435376 0.023601 -0.0153256 -0.0122172 0.0178959 0.0385886 0.0357408 -0.0218653 0.0232051 leaf_count=7359 3467 852 679 998 154 141 1143 7406 836 325 6412 3377 123 143 287 137 286 100 498 741 129 198 141 376 369 1634 117 167 125 286 internal_value=0 0.0205703 0.0228248 0.0248814 0.0276962 0.119382 0.0160521 0.0203655 -0.00991762 0.139089 -0.00287746 -0.0631782 -0.203386 -0.0179862 0.0260579 -0.270432 0.0733713 0.349511 -0.04013 0.0325669 0.0466674 0.160949 -0.0230987 0.173268 0.294691 0.115517 0.0347088 0.570423 0.125171 0.063067 internal_count=39006 35539 34687 34008 33010 3481 29529 28386 20183 3340 19347 11778 7619 4159 7569 7496 8203 511 4016 7282 6541 3015 3518 2817 807 2010 486 321 411 7692 Tree=507 num_leaves=31 split_feature=75 8 48 0 46 85 0 38 41 84 74 78 47 87 24 59 47 32 42 61 84 53 59 31 14 84 19 71 91 87 split_gain=13.4208 11.2701 8.36685 8.67108 7.77848 7.01367 8.45545 7.53727 5.81392 5.35938 5.29084 4.98963 4.61171 4.60101 4.57891 8.93542 6.62215 6.13515 5.29053 6.59849 5.22645 6.4418 4.7834 7.25753 6.34263 8.46926 5.84841 4.52462 4.41018 5.28218 threshold=1.5 0.5 0.5 5.5 0.5 8.5 0.5 0.5 1.5 2.5 1.5 0.5 3.5 2.5 5.5 0.5 2.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 9.5 0.5 0.5 3.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 -3 14 -10 13 -8 18 16 -16 -18 19 28 -21 -22 23 24 25 26 -20 -9 29 -1 right_child=-2 9 -4 -5 -6 -7 12 27 11 -11 -12 -13 -14 -15 15 -17 17 -19 22 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 9 2 3 4 5 13 27 11 9 10 11 12 13 16 15 17 17 26 20 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.00421552 -0.0409553 -0.025654 -0.0216897 0.0504694 -0.0319365 0.0323159 -0.0152406 -0.0316333 0.0187515 0.0253876 -0.0423183 0.0709334 -0.0443973 0.0276582 0.0187553 -0.038541 0.12452 0.0372658 0.0273285 -0.0215669 0.0608296 -0.0156019 0.036646 -0.0531855 0.0622264 -0.021974 -0.0383715 0.0314149 0.0273586 0.0171621 leaf_count=5128 4036 6487 4354 211 1521 479 1937 1484 1419 302 865 142 951 191 492 175 124 240 963 3491 180 290 360 206 124 486 122 115 1093 1038 internal_value=0 0.00699958 0.0292454 0.0449661 0.035686 0.0466828 0.0335548 0.0584306 0.0749231 -0.205057 0.0546111 0.261359 -0.1507 -0.0790378 0.0626096 0.221859 0.314159 0.692133 0.0414932 0.000191958 -0.142776 0.162084 0.148041 0.0828315 0.128484 0.0751287 0.207324 -0.222749 0.0534628 0.0217219 internal_count=39006 34970 28181 23827 23616 22095 21616 18537 16938 6789 15377 1561 3079 2128 14512 1031 856 364 13481 11220 3961 470 2261 1901 1695 1571 1085 1599 7259 6166 Tree=508 num_leaves=31 split_feature=33 42 25 16 21 33 33 31 13 25 47 71 3 23 61 7 8 72 47 70 39 23 53 24 39 23 72 66 47 39 split_gain=38.5789 6.51153 5.6777 4.26016 4.06402 3.81456 2.92904 2.1562 2.01163 2.17302 2.10499 2.00685 1.533 1.31594 1.28164 1.02091 0.547839 0.996254 0.499631 0.638969 0.38668 0.556293 0.545528 0.667451 0.367861 0.10227 0.0890148 0.0686661 0.0554395 0.0390773 threshold=2.5 0.5 0.5 0.5 0.5 0.5 5.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 8.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 2.5 0.5 4.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=5 2 3 6 24 16 14 8 9 10 11 13 -4 -7 15 -2 20 -18 25 -20 21 22 23 -1 -3 29 -22 -9 -25 -8 right_child=1 4 12 -5 -6 7 18 27 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 26 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_parent=23 15 24 12 3 4 13 29 27 8 9 10 11 12 13 14 15 17 17 19 19 26 21 22 28 24 25 26 27 28 29 leaf_value=-0.0248668 0.0101667 -0.0611337 -0.00278494 -0.0193254 0.0245989 0.0111679 0.0513569 -0.0514092 -0.0506014 -0.0519222 0.0260199 -0.048006 -0.050903 -0.0244823 -0.0132216 0.0418282 -0.00952353 -0.050329 0.0230461 0.0508507 -0.0503502 -0.0504304 -0.050541 -0.0505274 -0.0358291 0.0432655 -0.0406846 -0.0413499 -0.0406177 0.0578529 leaf_count=2429 137 118 193 203 125 375 630 1563 1074 1117 584 619 138 707 104 100 519 1061 215 131 12220 6592 3124 903 148 213 1421 1240 806 197 internal_value=0 0.138992 0.211513 0.286177 -0.264136 -0.377551 0.341975 -0.234139 -0.164301 -0.104961 -0.0429037 -0.137372 -0.191325 -0.0328838 0.156564 0.239765 -0.442088 -0.297308 0.452718 0.355898 -0.455401 -0.418329 -0.370474 -0.32393 -0.498735 0.5105 -0.495472 -0.475518 -0.461246 0.53399 internal_count=39006 2652 2261 1930 391 36354 1727 7279 4476 3402 2285 1701 331 1082 341 237 29075 1580 1386 346 27495 13854 7262 4138 266 1040 13641 2803 1709 827 Tree=509 num_leaves=31 split_feature=60 14 92 13 38 56 89 8 86 10 23 66 74 41 3 61 59 74 7 47 63 8 31 78 85 47 10 41 39 0 split_gain=20.1829 14.3273 13.396 14.0895 10.1823 10.0858 8.51224 7.92901 7.57302 6.91067 7.87026 6.67603 15.3374 10.6566 7.7899 6.45959 6.0048 5.64793 5.25137 6.45479 5.21589 6.9773 5.4131 5.12242 6.16651 4.97726 4.91655 4.78356 4.51502 4.35674 threshold=0.5 3.5 4.5 3.5 19.5 2.5 1.5 12.5 0.5 1.5 4.5 2.5 1.5 3.5 1.5 3.5 11.5 9.5 0.5 4.5 3.5 7.5 1.5 0.5 1.5 1.5 2.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 -5 11 23 12 13 14 16 26 28 -14 19 20 25 22 -22 24 -11 29 -2 -10 -1 -13 right_child=15 -3 -4 8 -6 -7 -8 -9 27 10 -12 18 17 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 26 1 2 8 4 5 6 7 27 24 10 29 17 13 14 15 16 17 18 19 22 21 22 23 24 25 26 27 28 29 leaf_value=-0.0176686 0.0161113 -0.0487935 0.0674009 -0.0467647 0.0858097 0.0242351 -0.0267447 -0.0474801 -0.0386221 0.028175 -0.0163999 0.0144788 0.0251792 0.0199984 0.0213206 -0.0217107 0.0299729 0.105698 -0.00465113 -0.0273618 0.0347326 -0.0108224 0.105111 0.0622496 -0.0430766 -0.00518576 0.0469038 0.0324687 -0.0428806 0.0548484 leaf_count=6706 677 2873 112 5314 133 1188 2379 1134 510 1381 536 1549 605 520 358 203 242 198 3538 404 175 395 116 274 114 1112 2776 339 2962 183 internal_value=0 -0.0184442 -0.00541511 -0.0140668 0.00632148 0.000656484 -0.0192502 -0.00154188 -0.321165 0.00772597 0.184793 -0.0142863 -0.0753392 -0.116948 -0.160838 0.287906 -0.191788 0.364215 0.0550534 0.125077 0.16212 0.426665 0.634305 0.29989 0.192171 0.112817 0.341923 0.0478624 -0.211446 0.202484 internal_count=39006 35350 32477 32365 26202 26069 24881 22502 6163 21368 2305 19063 11591 10788 10268 3656 9910 803 7472 3934 3530 686 291 1769 1495 2844 3453 849 9668 1732 Tree=510 num_leaves=31 split_feature=31 8 39 35 14 85 84 84 66 60 14 38 65 63 35 10 59 24 74 80 9 85 31 46 73 48 19 71 38 74 split_gain=9.07528 13.3551 8.01588 8.4412 7.12782 5.9759 5.68694 6.01878 6.33681 4.83791 4.43695 4.2592 4.21981 4.66465 4.171 3.81953 4.53629 3.8214 3.64669 4.64853 4.26391 5.67784 3.42534 3.27804 3.81211 4.36297 3.85387 3.75138 5.56987 3.76578 threshold=1.5 10.5 2.5 1.5 6.5 5.5 7.5 0.5 1.5 0.5 1.5 0.5 1.5 0.5 5.5 0.5 0.5 2.5 1.5 0.5 0.5 2.5 0.5 7.5 6.5 2.5 1.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 14 3 4 6 -4 7 8 9 11 15 18 13 -10 23 17 -17 22 19 20 -1 -22 -9 24 25 27 -27 29 -29 -2 right_child=1 -3 5 -5 -6 -7 -8 10 12 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_parent=20 29 1 5 3 4 5 6 22 13 9 10 11 12 13 14 16 16 17 18 19 21 21 22 23 24 26 26 28 28 29 leaf_value=-0.00440999 0.023925 -0.0432907 -0.0333862 -0.0334973 -0.0487295 0.0115653 -0.0392697 0.00994829 -0.0328364 -0.047533 -0.0158298 0.0239522 0.0176507 0.00095644 -0.044795 0.0604546 0.0006067 -0.0243523 -0.0425359 0.0498519 0.0439815 -0.0276118 0.046275 0.0579268 -0.0453232 0.0021139 0.0699488 -0.0160536 0.0211943 0.00171167 leaf_count=7143 2249 1709 6604 2734 1152 342 305 1051 3894 2049 710 598 717 1328 344 365 264 319 569 204 491 118 221 123 184 142 139 1272 238 1428 internal_value=0 0.0710654 -0.071984 -0.0424866 -0.0198747 -0.2554 -0.00700323 0.00578503 -0.0390466 0.0162398 0.126085 0.0330925 -0.180027 -0.231707 0.112932 0.17758 0.405671 0.112302 -0.00344928 0.0145683 -0.0063099 0.249521 0.166149 0.125656 0.11301 0.12512 0.458685 0.10109 -0.0196793 0.162269 internal_count=39006 7828 31178 24232 21498 6946 20346 20041 17111 11172 2930 9123 5939 5222 6119 2220 629 1591 8525 7956 7752 609 1272 5775 5652 5468 281 5187 1510 3677 Tree=511 num_leaves=31 split_feature=13 85 14 34 68 42 37 36 4 39 74 70 23 33 16 51 38 13 2 50 48 89 57 58 7 23 37 31 19 84 split_gain=17.7636 14.2374 11.7555 11.3524 10.9194 10.7703 9.52032 6.85377 6.7314 6.51015 5.90036 5.51873 5.81294 4.95079 5.01446 4.87123 4.66513 4.52266 4.84569 4.55146 4.58658 4.64429 5.17742 4.73705 4.48233 4.02618 4.002 3.80519 3.77852 3.97891 threshold=4.5 2.5 4.5 21.5 12.5 1.5 1.5 1.5 0.5 3.5 19.5 2.5 3.5 3.5 1.5 0.5 3.5 1.5 1.5 0.5 1.5 1.5 2.5 0.5 0.5 6.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 13 -13 14 17 -3 -8 18 19 20 21 22 23 28 -14 -10 -19 -23 29 -1 right_child=-2 15 -4 -5 -6 -7 16 -9 25 -11 -12 12 24 -15 -16 -17 -18 26 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 15 2 3 4 5 16 7 25 9 10 12 24 13 14 15 16 26 18 19 20 27 22 23 24 25 26 27 28 29 leaf_value=0.00125714 -0.0437624 -0.0304648 -0.0464692 0.0611149 0.0445547 -0.0300875 0.0215884 0.0250589 0.0283385 -0.0415551 0.0450505 0.036068 -0.0322941 -0.0472163 -0.0219469 0.023611 -0.0280942 -0.0373702 -0.0279662 0.0340616 -0.0430176 0.0405739 0.0409124 -0.0267649 0.0225029 -0.0209602 0.0218863 0.00344217 0.0433882 -0.0241038 leaf_count=7604 5093 3490 2035 164 762 1539 2384 976 882 1522 214 340 155 1731 1177 233 202 1817 2742 346 367 270 194 960 126 113 200 252 100 1016 internal_value=0 0.015462 0.0365151 0.0464825 0.0377688 0.0259838 0.0409048 0.0103529 -0.00595273 -0.0249132 -0.0138517 -0.0225244 0.171583 -0.0422921 -0.0334691 -0.250872 0.188451 -0.0123919 0.00377622 0.0196449 0.00574582 0.0165054 -0.00877631 -0.0234634 -0.0596646 0.210729 -0.255868 0.208999 0.000342452 -0.0113954 internal_count=39006 33913 30190 28155 27991 27229 25690 23104 22128 21133 19611 19397 621 18776 17045 3723 2586 15868 13851 11109 10763 10396 9874 9680 281 995 2017 522 8720 8620 Tree=512 num_leaves=31 split_feature=42 58 14 13 76 8 70 43 52 85 39 91 25 76 66 40 35 35 63 61 61 25 66 85 46 67 38 63 23 50 split_gain=14.5559 11.804 12.1006 10.2394 15.6133 9.37753 7.3392 6.43196 6.10879 6.19242 5.97663 5.17284 5.78935 5.3582 5.49948 4.93754 4.7336 4.51676 6.37338 4.49438 4.45421 3.94863 3.7481 3.62467 3.60951 3.90083 4.68701 3.82419 4.49467 3.28784 threshold=0.5 9.5 2.5 1.5 1.5 3.5 3.5 0.5 1.5 3.5 0.5 0.5 2.5 0.5 0.5 1.5 0.5 13.5 0.5 3.5 5.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 10 6 7 8 9 11 16 13 -13 14 -1 -2 -5 18 29 -12 22 23 -9 -10 25 26 27 -24 -29 -16 right_child=15 -3 -4 4 -6 -7 -8 20 21 -11 19 12 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_parent=14 15 1 2 16 4 5 6 22 23 9 19 12 12 13 29 15 16 17 18 19 20 21 27 23 24 25 26 28 28 29 leaf_value=-0.0174674 -0.0363939 0.0393431 -0.0380782 -0.0262183 0.0655019 -0.0419458 -0.0403097 -0.0333635 0.0109416 -0.0356652 -0.0438484 0.0249666 -0.0357342 0.0451609 0.0125828 0.0115433 0.0194161 0.0425958 -0.0121854 -0.00851147 0.0121193 -0.00672667 -0.0130379 0.0502401 -0.0399246 0.0443093 -0.0477228 0.045206 -0.0193254 -0.0372375 leaf_count=3759 6244 349 3187 1033 131 1507 460 3001 221 466 5511 2422 470 317 3794 255 461 143 1762 374 407 101 694 325 440 108 423 236 254 151 internal_value=0 0.00689299 -0.00794794 0.00843072 -0.16475 0.0395792 0.0522771 0.062572 0.097594 0.0720128 -0.230569 0.0857511 0.209433 0.0447011 0.0274869 -0.294595 -0.022587 0.0645535 0.044402 -0.33785 -0.0573925 0.299117 -0.129491 0.37986 -0.0549907 0.00308115 -0.0543026 0.0267873 0.238962 0.109659 internal_count=39006 32507 32158 28971 7510 21461 19954 19494 13931 13284 7379 12818 2892 9926 9609 6499 1494 5850 5707 5885 5563 647 5156 546 2155 1715 1607 1184 490 3945 Tree=513 num_leaves=31 split_feature=39 87 29 14 8 10 65 33 44 6 89 36 76 23 58 23 13 28 84 74 31 91 39 7 73 66 66 17 31 67 split_gain=13.7 10.4963 8.52303 9.39293 7.38234 6.98942 6.12416 5.30873 4.95787 5.92979 4.91048 4.44254 5.34472 4.86804 4.75664 4.12372 3.97176 4.04769 3.94039 3.73323 3.70958 3.79222 3.71469 3.63853 3.54214 3.72253 3.48912 6.3167 4.6019 4.38911 threshold=2.5 1.5 3.5 2.5 4.5 3.5 2.5 5.5 0.5 0.5 1.5 0.5 0.5 2.5 1.5 7.5 2.5 3.5 0.5 3.5 1.5 0.5 0.5 1.5 1.5 9.5 2.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 -2 8 9 10 11 13 14 16 15 20 17 26 19 -15 21 22 -13 -3 25 -11 27 -1 -28 -29 right_child=6 23 -4 -5 -6 -7 -8 -9 -10 24 -12 12 -14 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 29 -30 -31 leaf_parent=27 6 23 2 3 4 5 6 7 8 25 10 22 12 19 14 15 16 17 18 19 20 21 22 23 24 25 28 29 28 29 leaf_value=-0.0155905 -0.0392339 -0.0350991 0.0632086 -0.0410613 -0.0486572 -0.0434289 0.0229285 -0.047616 -0.0181706 0.0202847 -0.0319999 0.0208164 0.0586636 0.011163 0.0474928 -0.0342706 -0.0458591 -0.0591497 0.0357461 -0.0289714 0.0379747 -0.0339116 -0.0303063 0.0122137 -0.016335 0.0550803 0.0152853 0.0360305 -0.0293795 -0.031502 leaf_count=3296 7165 3637 117 2436 1249 4304 373 1614 1349 1286 1204 716 148 2511 234 180 1448 128 481 386 285 284 303 318 243 203 1743 771 313 281 internal_value=0 0.00816941 0.0305986 0.0213349 0.0357701 0.0454657 -0.313831 0.0556455 0.0627687 0.0774336 0.0476709 0.0599033 0.178821 0.0245491 0.1247 0.0611712 -0.0349743 -0.0166396 0.124956 0.0690514 0.117594 0.0284732 0.115536 -0.275345 0.23015 0.272453 -0.00227439 -0.0767752 0.0956612 0.217142 internal_count=39006 31468 27513 27396 24960 23711 7538 19407 17793 16444 14712 13508 2150 11358 2002 1768 7980 6532 3378 2897 1588 1303 1019 3955 1732 1489 6404 4348 2056 1052 Tree=514 num_leaves=31 split_feature=23 25 35 67 74 52 65 46 41 76 0 47 66 39 47 31 42 44 63 0 55 18 66 14 33 8 39 23 0 59 split_gain=8.70136 8.27828 7.42523 6.70444 6.30304 5.98211 5.32425 7.62547 5.32241 5.32484 6.99695 8.8495 7.21722 6.60927 6.59045 8.79229 5.50277 5.40702 5.31699 9.2364 7.50094 7.5371 7.20258 11.4719 6.61331 5.68727 8.00471 8.29107 5.60481 4.99333 threshold=10.5 2.5 4.5 2.5 3.5 5.5 5.5 1.5 4.5 1.5 1.5 1.5 0.5 16.5 5.5 2.5 0.5 0.5 5.5 0.5 2.5 1.5 2.5 0.5 7.5 2.5 2.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 13 -12 -13 14 18 -16 -11 -14 19 20 21 22 29 24 25 26 -24 -28 -20 -1 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 16 11 12 17 -15 15 -17 -18 -19 28 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 6 7 8 16 11 12 17 13 15 15 16 17 28 19 20 21 26 23 24 25 27 27 28 29 leaf_value=0.00233731 -0.0329101 -0.0339874 -0.0470051 -0.0318252 -0.0400717 -0.0491505 0.0391243 -0.0395197 -0.045576 -0.00221571 -0.0320912 0.0349457 -0.0168168 0.0256422 0.0221631 -0.0138657 0.0623638 0.0378779 0.0130019 0.014612 -0.0336296 -0.0461131 -0.0389598 0.00307017 0.0541428 0.0101645 0.0325694 -0.040001 -0.0119046 -0.036503 leaf_count=15300 1886 2606 1053 1145 1261 437 263 740 627 344 616 146 540 350 1300 288 174 112 1640 2013 447 529 2208 1289 103 115 104 103 250 1017 internal_value=0 0.0140783 0.0172698 0.0193678 0.0221138 0.0241919 0.0258169 0.0237694 0.0263415 0.0279113 0.025491 -0.116664 0.0146981 0.0325666 0.0281111 0.14908 0.341764 -0.0927066 0.019726 0.00836648 -0.00429575 0.0003631 0.00377811 -0.0888395 -0.223347 -0.249105 -0.29903 0.0118412 0.0967591 0.0201595 internal_count=39006 37120 34514 33461 32316 31055 30618 30355 29615 28988 28470 1414 798 27056 26706 1588 518 652 25118 23228 21215 20768 20239 3922 2633 2530 2415 207 1890 16317 Tree=515 num_leaves=31 split_feature=25 13 86 69 91 74 8 58 33 69 53 33 54 31 35 47 39 14 23 31 7 42 39 14 43 20 73 63 87 66 split_gain=8.22827 6.83578 7.29774 6.01009 9.23039 8.09743 5.44703 5.44021 4.38504 4.00084 4.51691 4.00063 4.6503 3.96608 4.16449 4.57802 5.67509 6.56188 5.55399 3.9432 3.89825 5.8129 4.07164 3.50972 3.93818 3.95742 4.32398 3.76419 4.55589 7.77009 threshold=0.5 10.5 1.5 1.5 1.5 2.5 2.5 1.5 11.5 2.5 3.5 1.5 2.5 10.5 0.5 3.5 0.5 0.5 2.5 0.5 0.5 0.5 3.5 12.5 1.5 1.5 0.5 9.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 -4 8 13 -2 -11 12 -5 14 23 16 17 -16 -18 20 21 22 -3 24 25 27 -27 28 29 -1 right_child=9 19 6 11 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 9 22 6 12 4 5 6 7 8 10 10 11 12 13 17 15 18 17 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=0.00234508 -0.0184228 -0.00767569 -0.0278295 0.0112651 -0.0390037 -0.0409118 0.014407 -0.0323632 -0.0504472 -0.0123775 0.0324339 -0.0203398 -0.0509416 0.0280557 -0.0329705 0.0294519 0.0182225 0.0134742 -0.0232957 0.0482799 -0.0106415 0.043937 0.0216407 0.0176837 -0.0248474 0.0338438 -0.0324324 0.00955361 0.00507153 -0.0104668 leaf_count=4614 7151 307 1727 4095 1232 1485 184 484 709 482 451 343 205 159 1446 713 957 321 336 126 190 192 357 411 617 256 126 876 2407 6047 internal_value=0 0.0276642 0.0187185 0.025543 0.00807635 0.0137656 -0.182571 0.0185313 0.022533 -0.12488 0.0538638 0.0925087 0.105228 0.0246517 0.0206895 0.10338 0.0578362 -0.123031 0.131717 0.162558 0.127607 0.180049 0.0936648 0.00761451 0.0013786 0.00629237 0.234297 0.000775024 -0.0121576 -0.0389687 internal_count=39006 30922 29750 27839 23196 21964 1911 20479 19995 8084 933 4643 4300 19286 19127 3773 3060 1767 1293 1172 1046 856 664 15354 14943 14326 382 13944 13068 10661 Tree=516 num_leaves=31 split_feature=31 16 14 47 23 53 0 61 75 33 39 87 71 47 42 59 55 42 39 91 91 54 13 23 61 13 66 34 13 17 split_gain=11.4475 7.98193 9.05773 9.14051 11.3415 8.78825 7.36219 8.46658 6.52926 8.26829 5.54653 9.20251 7.53492 6.8421 5.22146 5.13302 4.94951 4.85538 4.51766 5.88208 4.25179 4.4248 3.95686 3.84271 3.83798 5.02261 3.79031 3.77747 3.7652 3.7028 threshold=1.5 0.5 7.5 0.5 1.5 3.5 5.5 2.5 0.5 3.5 0.5 5.5 0.5 4.5 2.5 0.5 0.5 0.5 11.5 0.5 0.5 0.5 5.5 1.5 0.5 0.5 0.5 0.5 6.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 15 -5 6 7 8 9 10 11 12 16 18 -2 -4 -1 -13 19 -12 21 -14 -20 -15 29 -26 -27 -18 -3 -21 right_child=14 28 3 4 -6 -7 -8 -9 -10 -11 13 17 20 23 -16 -17 27 -19 22 24 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_parent=16 14 28 15 4 4 5 6 7 8 9 19 17 21 23 14 15 27 17 22 29 20 21 22 23 25 26 26 27 28 29 leaf_value=-0.0250465 -0.0344137 -0.025942 0.0037802 0.0892692 -0.0279542 -0.0262938 0.0446966 -0.0290935 -0.016613 0.0768936 0.0079804 0.0576186 -0.00400415 -0.0414777 0.0188142 0.0563868 -0.00853968 -0.0043056 0.0113124 0.0519439 0.0558419 0.0642537 -0.0417841 0.0101966 -0.0357055 0.0423333 -0.0210175 0.0524769 0.0229464 -0.00464804 leaf_count=4255 7576 4067 950 193 219 4256 247 1987 2853 1516 5757 140 902 853 254 104 333 119 180 392 183 105 227 442 187 194 126 142 139 108 internal_value=0 0.00560348 0.0220068 0.221852 0.615804 0.000690193 0.018041 0.00851925 0.0245518 0.0450083 0.037453 -0.0530157 -0.103549 0.0784325 -0.272502 0.108635 -0.192231 0.33743 0.0994152 0.116473 0.102196 0.0272715 -0.174838 -0.238252 0.292914 0.115557 0.270592 0.102297 -0.206853 0.431246 internal_count=39006 31176 26970 1466 412 25504 21248 21001 19014 16161 14645 6179 5920 8466 7830 1054 4730 259 7171 6764 1190 1007 407 1295 1007 507 320 475 4206 500 Tree=517 num_leaves=31 split_feature=33 33 82 13 25 32 23 42 33 63 31 71 14 47 47 23 91 8 72 90 39 23 66 7 39 23 86 47 17 47 split_gain=37.0639 7.00751 4.11415 4.5558 4.19834 3.68194 3.17674 2.67774 2.63839 2.0212 1.80801 1.58239 3.2306 1.29823 1.27751 1.10528 1.04625 0.972197 1.43157 0.892944 0.873247 0.74585 0.456783 0.367703 0.268618 0.400389 0.404961 0.380234 0.190494 0.0972718 threshold=1.5 7.5 0.5 4.5 0.5 1.5 5.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 8.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=8 2 3 4 5 7 13 9 17 16 11 12 15 28 -6 29 20 24 -19 23 22 -7 -2 -15 25 26 27 -1 -3 -10 right_child=1 6 -4 -5 14 21 -8 -9 10 -11 -12 -13 -14 19 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 22 28 2 3 14 21 6 7 29 9 10 11 12 23 14 15 16 18 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0454432 0.00293828 0.0520096 -0.0458189 -0.0583429 -0.00905835 0.0345826 -0.0176701 -0.0421398 -0.0175754 -0.0205088 -0.0506396 -0.0442878 0.0339537 0.0226194 -0.0577134 -0.0512731 4.78158e-05 -0.000399034 -0.0503117 0.00471012 0.0481104 0.0681635 0.0304014 0.0487526 -0.0494821 -0.0504039 -0.0236111 -0.0259063 0.0384721 -0.0054183 leaf_count=5053 101 716 697 234 317 139 119 147 566 271 2182 1196 460 130 256 819 203 510 1053 124 133 129 178 108 13666 6575 1109 1123 240 452 internal_value=0 0.103035 -0.0256403 0.0333672 0.0854416 0.165343 0.312216 0.0589507 -0.393602 0.127185 -0.240696 -0.161249 -0.076035 0.377746 -0.316282 -0.229609 0.212219 -0.442151 -0.245557 0.234279 0.298969 0.482556 0.180308 0.364476 -0.460482 -0.42878 -0.387315 -0.41969 0.48124 -0.123987 internal_count=39006 4242 2805 2108 1874 1301 1437 1033 34764 886 5675 3493 2297 1318 573 1837 615 29089 1563 362 412 268 279 238 27526 13860 7285 6176 956 1018 Tree=518 num_leaves=31 split_feature=2 56 88 34 14 13 44 41 10 90 42 0 49 66 58 66 68 33 89 65 45 42 34 37 19 66 74 41 34 66 split_gain=17.5607 15.392 12.9044 13.2508 12.5233 11.7132 8.76358 7.17473 7.19801 9.08386 7.85643 7.22835 5.86019 5.66419 5.3667 7.04058 5.5652 5.36103 5.98781 6.73651 4.99976 4.96271 4.31644 4.63826 5.19992 4.15079 9.08143 6.66893 6.56606 5.95016 threshold=1.5 1.5 7.5 5.5 2.5 3.5 8.5 8.5 0.5 3.5 2.5 3.5 5.5 3.5 3.5 1.5 0.5 2.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 3.5 5.5 3.5 1.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 3 20 5 6 7 8 9 11 14 12 17 -7 15 16 -10 18 25 -20 21 -2 23 -3 -25 26 27 28 -1 -27 right_child=2 22 -4 -5 -6 13 -8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31 leaf_parent=28 21 23 2 3 4 13 6 7 16 9 10 11 12 13 14 15 16 17 19 19 20 21 22 24 24 29 26 27 28 29 leaf_value=-0.019603 0.029604 0.0222395 -0.060471 -0.0216893 -0.0410422 -0.0465487 0.0864483 0.037238 0.0309942 0.0553223 -0.0573497 0.0278619 0.0547319 0.00165988 0.0726559 -0.00287465 -0.0194563 -0.0466022 -0.00640571 -0.0556068 0.0483088 -0.0302849 0.043473 -0.0370857 0.0172903 0.0121489 0.0619075 0.0219481 0.029459 -0.0131397 leaf_count=7276 776 1025 125 382 3994 5247 100 273 1814 298 197 454 140 694 110 2334 363 1952 1179 761 3091 172 548 225 326 2279 304 267 241 2059 internal_value=0 -0.0220366 0.23084 0.2802 -0.054209 -0.0361848 -0.0150227 -0.0207706 -0.0313666 -0.0703978 0.0785964 -0.0821663 -0.0986585 -0.334312 0.10602 0.0855065 0.2365 -0.106468 -0.0934777 -0.313427 0.370428 0.192945 0.191069 0.13091 -0.0837715 -0.0689035 -0.119584 -0.139529 -0.170479 0.0132876 internal_count=39006 34460 4546 4421 32336 28342 22401 22301 22028 17210 4818 16912 16458 5941 4621 4511 2177 16318 14366 1940 4039 948 2124 1576 551 12426 8088 7784 7517 4338 Tree=519 num_leaves=31 split_feature=8 31 55 91 71 66 39 63 9 12 55 15 35 13 84 66 20 9 64 0 41 73 37 42 87 84 74 82 86 75 split_gain=9.18057 13.3356 9.26055 11.2323 8.51836 7.91933 7.09445 6.09605 6.35001 4.98854 4.86887 4.55748 4.17601 3.78234 3.95041 4.53764 4.17967 3.51121 3.50255 3.61433 3.43078 3.40303 3.34507 3.34226 4.48144 3.14357 3.13274 2.88897 5.2602 3.33944 threshold=10.5 1.5 2.5 0.5 2.5 3.5 5.5 0.5 0.5 8.5 0.5 3.5 4.5 6.5 5.5 0.5 0.5 0.5 1.5 1.5 0.5 6.5 1.5 0.5 2.5 1.5 5.5 6.5 0.5 7.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 13 12 -7 17 21 14 15 16 25 20 19 23 -4 26 -17 -9 -25 -1 27 29 -29 -3 right_child=-2 9 11 -5 -6 10 -8 18 -10 -11 -12 -13 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_parent=25 0 29 20 3 4 10 6 23 8 9 10 11 12 13 14 22 16 17 18 19 20 21 22 24 24 25 26 28 28 29 leaf_value=0.00352088 -0.0449998 0.0171675 0.00743889 -0.0335466 -0.0370855 -0.028391 -0.0430658 0.0219437 0.0186734 -0.0541086 0.0264695 0.0772653 -0.0361485 -0.043716 -0.0521293 -0.021381 -0.0462291 -0.0260404 -0.0350117 0.0746492 0.0447418 -0.0418388 0.0308862 0.0193721 -0.0269626 0.042699 -0.0346697 -0.00625491 0.0638105 -0.0232806 leaf_count=4344 1704 4257 222 7110 2250 3812 1587 2906 1111 305 233 102 377 1100 162 3799 643 108 141 154 135 172 216 450 387 199 423 155 159 283 internal_value=0 -0.000219135 -0.0508504 -0.0763783 -0.0439015 -0.0219376 0.013375 0.0302649 -0.0275208 0.127924 -0.223698 0.195375 0.140733 -0.0762774 -0.055112 -0.0369956 0.0383206 0.138331 0.146027 0.169292 0.208245 0.155291 -0.170804 0.147688 -0.0190444 0.0673011 0.165977 0.17719 0.409303 0.153851 internal_count=39006 37302 31171 30604 23494 21244 17199 15612 11574 6131 4045 567 5826 10463 9363 9201 5186 465 4038 3897 357 5449 4015 3743 837 4543 5277 4854 314 4540 Tree=520 num_leaves=31 split_feature=13 34 42 37 14 74 87 1 19 90 18 69 75 67 12 76 83 72 47 23 68 90 67 73 53 21 16 88 82 39 split_gain=16.2017 12.6251 12.863 11.366 7.89943 6.53891 6.43502 5.51132 5.46817 5.36262 5.33734 5.10883 5.00555 4.82337 4.76 4.70062 5.45804 4.9545 4.92683 4.56571 4.24407 7.3874 5.81899 4.29556 4.05957 3.76682 3.67282 3.61856 3.58028 3.49093 threshold=3.5 17.5 0.5 1.5 3.5 19.5 1.5 0.5 1.5 6.5 6.5 4.5 7.5 11.5 9.5 0.5 0.5 5.5 4.5 15.5 0.5 0.5 0.5 1.5 6.5 3.5 0.5 2.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 9 11 -2 10 13 14 24 15 27 16 17 18 19 20 22 -22 23 25 -4 29 -23 -5 -8 -1 right_child=8 -3 12 7 -6 -7 28 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 8 1 24 27 4 5 28 7 8 9 10 11 12 13 14 15 16 17 18 19 21 26 22 23 24 25 26 27 28 29 leaf_value=-0.00506137 -0.0458514 0.0565058 -0.0286527 0.00387936 -0.043463 0.0463636 -0.0377228 0.0339908 0.00536906 -0.0560256 0.052696 -0.0265162 0.0236068 0.0449177 0.0610992 -0.0265655 0.0287586 0.0398607 -0.026582 -0.0392384 0.019089 0.000665468 0.00979306 0.026738 0.0148794 -0.0552371 -0.0651184 0.0428002 0.0100729 -0.0380673 leaf_count=10434 6163 195 4069 1335 1911 255 1700 1220 242 242 178 268 109 145 107 897 495 262 1021 150 1637 153 2277 913 688 361 108 211 136 1124 internal_value=0 0.0185969 0.00932199 0.0344631 0.00138412 0.0114153 0.00322517 0.19163 -0.350269 0.0171594 0.0227954 0.0938511 -0.199561 0.0163083 0.155972 0.00939244 0.020169 0.00679466 -0.00190579 0.0112242 0.0195762 0.129732 -0.00945848 -0.0610562 -0.243228 -0.0794942 -0.306647 0.102403 -0.263091 -0.067634 internal_count=39006 32601 32406 27540 24399 22488 22233 3141 6405 20397 20155 1921 4866 19977 1653 19832 18935 18440 18178 17157 17007 1898 15109 12832 4757 11919 261 1546 1836 11558 Tree=521 num_leaves=31 split_feature=87 61 39 14 8 66 42 83 88 69 58 34 52 91 90 76 75 23 0 58 6 66 61 39 23 47 47 67 28 91 split_gain=14.6822 11.3883 14.322 9.03034 8.39605 8.2322 7.71084 7.49867 7.20557 6.98766 7.97615 7.23866 5.63313 6.09363 9.83798 8.53579 6.97824 6.30394 5.24648 4.65317 4.44999 5.6468 5.53985 6.33223 4.35683 3.71939 3.71404 4.10371 3.69417 3.65368 threshold=1.5 10.5 3.5 3.5 5.5 10.5 1.5 0.5 6.5 0.5 5.5 1.5 1.5 0.5 5.5 0.5 0.5 1.5 0.5 1.5 0.5 7.5 0.5 0.5 2.5 2.5 2.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 29 7 8 9 11 28 12 13 14 15 16 19 18 26 20 21 22 23 24 -1 -24 27 -15 -11 -2 right_child=5 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 17 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 29 1 2 3 4 5 6 7 8 28 10 11 12 27 14 15 16 17 18 19 20 21 25 23 24 25 26 27 28 29 leaf_value=0.00568365 -0.042108 0.032739 -0.0378645 -0.041563 -0.0446677 0.0175946 -0.044137 -0.0381038 0.0659855 -0.0153083 0.0305804 -0.0383012 0.0341092 0.0405709 0.0525262 0.0527784 -0.0206547 0.00544948 -0.0019364 0.0298096 -0.054869 0.0270162 0.0205386 -0.0424565 -0.0293569 -0.0167304 0.00198535 0.0866549 0.00411295 0.00701973 leaf_count=2665 5811 498 3460 1884 1661 276 1213 740 118 5098 241 1658 489 1069 174 298 2356 1328 212 269 248 413 1563 2057 908 362 133 204 1356 244 internal_value=0 0.0196432 0.00123641 0.0211111 0.0325812 -0.27096 0.0425549 0.051815 0.0620755 0.054767 -0.0435019 0.0984079 0.111734 0.0893641 0.0464537 0.0197054 -0.00338716 0.231323 0.38486 0.0459724 0.0130071 0.029008 -0.019632 -0.114971 -0.0303564 0.125414 0.489294 0.5694 -0.0890723 -0.367749 internal_count=39006 32675 32177 28717 26833 6331 25172 23959 23219 23101 6695 16406 14748 14259 11313 11139 10841 2946 1618 8485 8216 7968 7555 5630 3573 1925 1406 1273 6454 6055 Tree=522 num_leaves=31 split_feature=13 29 8 42 85 73 71 6 34 52 24 31 7 13 0 85 44 77 74 76 47 79 61 22 46 63 8 28 67 54 split_gain=13.0131 9.57595 9.31602 9.49883 6.85153 6.19809 6.23857 5.81739 6.10659 6.16047 6.20408 5.62929 5.62877 6.97982 5.61674 6.57075 5.19821 4.39327 4.37422 3.92571 5.01304 3.24127 4.03461 3.23695 3.42018 3.20186 2.90816 2.7346 3.343 2.53009 threshold=2.5 3.5 2.5 0.5 7.5 1.5 4.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 2.5 0.5 2.5 0.5 0.5 1.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 12 11 -11 13 19 15 29 21 -2 25 20 -1 22 23 24 -9 -17 -22 28 -7 -12 right_child=17 -3 -4 -5 -6 27 -8 16 -10 10 14 -13 -14 -15 -16 18 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 17 1 2 3 4 28 6 24 8 11 29 11 12 13 14 25 16 17 18 19 26 21 22 23 24 25 26 27 28 29 leaf_value=-0.0104064 -0.0408069 0.0624493 -0.0368614 -0.0290594 -0.0535976 -0.03833 -0.0469274 0.0242389 -0.0363104 0.0563566 0.00156659 -0.0105367 0.010039 -0.0318992 -0.0336308 0.00763299 -0.0262225 0.00951156 0.0768969 0.0409757 0.0223448 -0.00707803 0.0632746 0.0616551 -0.0283034 0.0683083 -0.0311377 0.0222726 0.0199676 -0.0537966 leaf_count=5484 7839 125 2760 4216 385 1858 1253 700 1891 619 487 137 4186 2320 444 402 287 301 133 179 1190 511 193 133 103 128 205 147 225 165 internal_value=0 0.00856614 -0.000899229 0.014762 0.0348107 0.043055 0.0596008 0.0683404 0.0391746 0.0528271 0.20467 0.42893 0.0151002 -0.0615165 0.0754059 0.175893 0.218563 -0.325017 0.357667 -0.0017742 -0.0276749 0.268647 0.31749 0.242611 0.179934 0.206732 0.161722 -0.217943 -0.290469 -0.155351 internal_count=39006 30866 30741 27981 23765 23380 21150 19897 17970 16079 2515 756 13564 9378 1759 1315 1927 8140 663 7058 6879 1640 1129 936 803 530 1395 2230 2083 652 Tree=523 num_leaves=31 split_feature=74 41 1 52 90 62 46 76 0 47 66 44 67 55 39 47 91 24 24 59 73 7 50 26 68 9 77 23 86 71 split_gain=10.2116 8.19199 6.99214 6.65215 6.47355 5.63482 6.30655 5.53611 8.48919 5.63582 9.19398 7.29003 5.30948 5.08308 4.79051 8.31478 6.60778 6.58903 6.45711 6.10551 5.34075 5.19471 4.81908 4.80603 4.08807 3.76748 4.53095 4.58979 4.88771 4.86195 threshold=1.5 4.5 0.5 5.5 1.5 5.5 1.5 1.5 1.5 1.5 0.5 0.5 1.5 2.5 4.5 9.5 1.5 7.5 9.5 2.5 1.5 5.5 0.5 0.5 0.5 5.5 0.5 0.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 12 -10 -11 -12 13 14 15 17 18 19 20 21 23 22 25 24 -16 26 27 28 -1 -29 right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 10 11 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=28 0 1 2 3 4 5 6 7 9 10 11 11 12 13 24 15 16 17 18 19 20 21 22 23 24 25 26 29 28 29 leaf_value=0.00174643 -0.0230101 -0.0495161 -0.0194156 -0.0538063 -0.0414134 0.0459736 -0.0353341 0.0350318 -0.0302122 0.035748 -0.0237459 0.0430097 -0.0198001 -0.0203495 0.00402464 0.0437941 0.0359147 -0.0185927 0.0384259 -0.0469017 0.0318128 -0.0499288 -0.0450783 -0.0221067 0.0357883 0.0466737 -0.0145714 0.00491602 -0.0151169 0.0182104 leaf_count=6949 3330 1282 3450 406 651 109 1003 425 595 140 551 103 1125 471 2209 259 281 437 199 1499 200 456 314 167 117 123 951 9271 837 1097 internal_value=0 0.0145437 0.0167808 0.0214152 0.023114 0.0252358 0.0233682 0.0257894 0.0233064 -0.136211 -0.0294093 -0.152222 0.0311119 0.0346772 0.0380117 0.0246626 0.0948663 0.0207268 0.0740342 0.0270237 0.0553249 0.0295285 0.0315377 0.0359563 0.0550911 0.0335891 0.0317957 0.0370804 0.00225261 0.0651775 internal_count=39006 35676 34394 30944 30538 29887 29778 28775 28350 1389 794 654 26961 25836 25365 22192 3173 21933 2892 21496 2693 19997 19541 2493 2326 19227 19104 18154 7786 10368 Tree=524 num_leaves=31 split_feature=16 41 46 91 2 39 8 42 85 66 71 72 24 23 58 24 86 23 53 10 29 26 13 42 47 59 61 24 23 36 split_gain=7.91659 6.61626 6.03938 5.45643 4.46128 4.38542 5.86026 9.3399 11.7386 7.29166 6.60618 5.76688 5.09542 4.99132 4.28065 4.225 3.86284 3.77422 4.13561 4.0636 4.13548 4.12389 3.76172 3.68802 3.57295 7.1786 5.6247 3.83482 7.71287 3.40473 threshold=1.5 2.5 2.5 2.5 3.5 2.5 0.5 0.5 9.5 2.5 2.5 0.5 4.5 10.5 0.5 8.5 0.5 1.5 7.5 1.5 0.5 1.5 9.5 0.5 3.5 0.5 0.5 2.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 11 13 15 -11 14 -8 16 -1 18 19 20 21 24 -9 -3 29 26 27 -26 -29 -7 right_child=-2 23 -4 -5 -6 17 10 22 -10 12 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=16 0 23 2 3 4 29 14 22 8 12 10 11 12 13 14 15 16 17 18 19 20 21 22 23 27 25 26 28 28 29 leaf_value=-0.00193619 -0.0255999 -0.0419898 -0.0491843 -0.0349443 -0.0382702 0.00452503 0.00599347 0.00583385 0.0348198 -0.0306013 0.0358469 -0.0310313 0.0133114 0.043075 -0.0199683 0.0380157 -0.0214295 -0.00101519 -0.0254729 0.0427264 0.0381624 0.0424248 0.0354189 0.00507568 -0.0135917 -0.0341986 0.0434956 0.043975 -0.0258864 0.0288063 leaf_count=8139 2593 2269 779 880 2494 3408 3971 2653 214 4286 259 1165 280 325 397 120 947 1842 111 138 124 109 102 292 154 176 323 191 105 161 internal_value=0 0.0283596 0.032168 0.0341437 0.0365913 0.0384338 0.0182968 -0.00941216 -0.0541578 -0.0720062 0.0746373 -0.0447646 -0.243022 0.0558299 0.0443595 -0.0286791 -0.0367972 0.0763116 0.0981846 0.105542 0.0974465 0.0878845 0.0735403 -0.265644 0.0795577 0.192471 0.249748 0.106363 0.238946 0.0575344 internal_count=39006 36413 33852 33073 32193 29699 22857 17905 15150 14936 4952 10370 4566 4693 4368 9206 9086 6842 5000 4889 4751 4627 2755 2561 4518 949 773 450 296 3569 Tree=525 num_leaves=31 split_feature=61 75 41 8 7 85 2 58 80 47 74 71 54 38 1 78 69 26 23 87 55 24 71 61 62 15 39 15 0 79 split_gain=10.8469 10.2744 9.98113 10.4326 7.25367 6.4624 5.68331 5.9567 5.58253 5.44396 4.91379 4.79649 4.99702 4.18139 4.29592 3.8827 3.8235 3.47187 3.66805 4.61985 4.84938 4.97198 4.43371 5.07648 3.77805 3.74202 3.3705 3.97463 3.21515 3.13785 threshold=3.5 1.5 0.5 1.5 1.5 6.5 0.5 0.5 0.5 4.5 1.5 5.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 7.5 0.5 0.5 0.5 0.5 1.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 8 7 10 9 11 13 12 15 14 17 28 -17 18 24 22 21 -21 -20 25 -1 -24 -9 -28 29 -4 right_child=-2 -3 5 -5 -6 -7 -8 26 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_parent=24 0 1 29 3 4 5 6 26 8 9 10 11 12 13 14 16 16 17 22 21 20 21 25 23 24 25 27 27 28 29 leaf_value=0.0107331 -0.0303119 -0.0381755 0.0102852 -0.0440904 -0.0392102 0.0477412 -0.0262568 -0.0361201 -0.0446497 -0.0272742 -0.0437087 0.043285 -0.0461681 -0.0204493 -0.0490057 0.0501308 -0.0181585 0.0286948 -0.0207571 -0.00278041 0.0498338 0.0511073 0.0131549 -0.0284768 -0.0294925 0.082086 0.0357468 -0.0330343 0.0551102 -0.0166387 leaf_count=5420 3541 3646 3975 2662 1585 270 3103 790 532 713 993 224 434 1197 386 474 150 796 3064 1283 128 104 483 492 184 177 135 178 107 1780 internal_value=0 0.00158469 0.0131948 -0.0304456 -0.0142524 0.115268 -0.0015393 0.0133645 0.0886764 0.105362 0.031414 0.129111 0.101428 0.039577 0.053143 0.118402 0.372775 0.0597535 0.0468248 -0.0242565 0.0821408 0.0271217 -0.122893 0.106314 0.0929679 0.316947 -0.225438 0.0302039 0.0883249 0.0730162 internal_count=39006 35465 31819 23160 20498 8659 18913 15810 8389 7857 14707 7144 6920 13714 12517 6486 624 12131 11335 5731 1515 1387 4216 1152 5604 660 1103 313 5862 5755 Tree=526 num_leaves=31 split_feature=85 74 26 13 16 51 71 66 46 42 54 59 86 11 7 15 24 32 24 23 7 61 91 39 13 39 23 16 87 32 split_gain=10.1363 6.23965 4.83274 4.67854 4.41213 4.00359 3.56011 3.70594 3.14285 3.42208 3.13009 2.22875 2.13476 1.80331 1.7757 2.69947 2.01337 1.16404 1.34384 1.21387 0.931835 1.49414 0.94725 0.784706 0.578003 0.546506 0.541314 0.428452 0.362265 0.729565 threshold=0.5 0.5 0.5 2.5 0.5 0.5 2.5 5.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 0.5 4.5 0.5 1.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 17 28 16 -16 18 20 -20 21 22 -1 -3 -5 -11 -22 -6 29 -2 right_child=14 23 -4 24 27 -7 -8 -9 -10 25 -12 -13 -14 -15 15 -17 -18 -19 19 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 29 23 2 24 27 5 6 7 8 25 10 11 12 13 16 15 16 17 19 19 26 21 22 23 24 25 26 27 28 29 leaf_value=0.00571387 -0.0430299 -0.0461719 -0.0517253 -0.023328 -0.0245044 -0.0516084 -0.043659 -0.0362551 -0.0374736 -0.0365555 -0.0265698 -0.0125253 0.0602828 0.058864 0.0272474 -0.0439696 -0.0244027 -0.0103158 -0.0116805 0.0305499 0.0570217 0.0479991 0.0376067 -0.0216837 -0.0533714 -0.00449865 0.0300639 -0.0492667 -0.0490084 -0.0161041 leaf_count=852 4985 3780 3910 752 1223 725 1121 1081 649 287 577 993 342 246 504 2395 1090 146 743 395 310 362 251 1645 1271 239 263 840 6134 895 internal_value=0 -0.0912094 -0.0386095 -0.00907562 0.0270419 0.0681499 0.0939669 0.120364 0.152055 0.178309 0.219826 0.252857 0.285112 0.245207 -0.369016 -0.227381 -0.0184904 0.210106 0.237485 0.0473596 0.294116 0.228085 0.138654 -0.385598 -0.411362 -0.202496 0.440863 -0.336206 -0.433358 -0.385693 internal_count=39006 23003 17578 13668 11645 9582 8857 7736 6655 6006 5480 4903 3910 3568 16003 3989 1594 3322 3176 1138 2038 1465 1103 5425 2023 526 573 2063 12014 5880 Tree=527 num_leaves=31 split_feature=10 86 13 34 6 73 92 71 78 61 69 38 63 3 31 63 87 78 28 41 89 13 31 61 45 28 21 34 39 82 split_gain=18.1245 13.8066 16.3221 8.92928 7.11435 7.06156 6.64987 6.5282 6.41173 6.40384 5.97169 5.7893 6.16235 5.78294 5.166 5.08943 5.56766 6.29813 4.83155 4.63661 4.76612 4.30924 4.14246 4.1362 5.57401 4.45398 3.96836 4.48449 4.89391 3.94144 threshold=6.5 0.5 2.5 0.5 2.5 1.5 3.5 1.5 4.5 5.5 3.5 3.5 16.5 0.5 5.5 5.5 1.5 8.5 1.5 3.5 2.5 1.5 0.5 1.5 1.5 2.5 2.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 6 10 8 14 9 11 29 12 18 -13 15 16 17 19 26 20 23 -2 -10 24 -1 -25 27 28 -3 -5 right_child=21 4 -4 5 -6 -7 -8 -9 22 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_parent=24 21 28 2 29 4 5 6 7 22 9 10 13 12 13 14 15 16 17 18 19 20 21 22 25 24 25 26 27 28 29 leaf_value=-0.00415723 0.043201 0.00281046 -0.039135 0.0159237 -0.0360554 -0.0223703 0.0593812 -0.0362341 0.0826874 -0.033957 -0.0364899 0.071492 0.0674526 -0.0121754 -0.0346634 0.0321207 -0.0355074 0.0494233 0.0364545 0.0167784 -0.0648206 -0.0113175 0.019891 -0.0277019 0.0505666 0.0327332 0.0221299 0.0336699 -0.0232838 0.0544812 leaf_count=8433 3302 2178 6822 2893 383 563 128 2477 102 494 291 218 152 107 1661 404 1121 137 257 476 545 185 125 1897 229 107 653 398 1934 334 internal_value=0 -0.00737724 -0.0573427 -0.0279689 0.108752 0.104914 0.129931 -0.0719121 0.109 0.0830016 0.161461 0.107724 0.0803982 0.473569 -0.0523518 -0.0360469 -0.0500119 -0.0314216 0.0611494 -0.0443696 -0.0685694 0.3665 0.485338 -0.0584261 -0.0256868 -0.217002 0.0306381 -0.0132502 -0.0464916 0.196453 internal_count=39006 35519 28390 21568 7129 4081 6746 17487 6618 6391 3518 5897 5572 325 15010 13349 12945 11824 5420 11687 11211 3487 227 10666 8662 2004 5163 4510 4112 3227 Tree=528 num_leaves=31 split_feature=39 8 31 36 71 66 55 35 91 42 23 24 62 3 57 10 32 82 24 9 63 35 80 59 38 34 29 8 86 22 split_gain=8.73041 7.98466 9.08166 7.84832 6.59716 6.37791 8.6393 4.67051 4.32282 3.87718 4.68515 3.54914 6.7019 5.5691 3.80225 3.5452 3.36219 4.88482 3.29601 3.6354 4.37898 5.43351 4.71307 3.672 4.69579 3.42471 3.24483 3.09977 3.64351 3.03236 threshold=6.5 10.5 1.5 4.5 2.5 1.5 0.5 5.5 0.5 0.5 6.5 1.5 1.5 0.5 6.5 0.5 0.5 0.5 3.5 0.5 3.5 0.5 0.5 0.5 1.5 0.5 0.5 3.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 8 9 11 18 -7 15 12 14 27 16 -11 26 -18 19 20 21 22 23 24 -1 -20 -4 28 -13 -21 right_child=-2 -3 7 -5 -6 6 -8 -9 -10 10 -12 13 -14 -15 -16 -17 17 -19 25 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 0 1 26 3 4 9 6 7 8 15 10 28 12 13 14 15 17 17 25 29 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00182383 -0.0408818 -0.04257 0.0243589 0.0762082 -0.0321721 -0.0263987 0.0186436 -0.0513478 -0.0212578 -0.00136471 -0.0586159 -0.024269 0.0871352 0.0267965 -0.040586 0.0593218 -0.0256442 0.0254764 -0.0269912 0.0121208 0.0440252 -0.0297722 0.045875 -0.0201881 0.0434491 0.0309246 -0.0134128 -0.0610859 0.0140846 0.0477809 leaf_count=6570 2467 1718 2456 105 2656 8421 768 338 3324 449 138 628 142 337 439 169 508 268 1438 1247 161 1213 222 1499 122 120 495 132 314 142 internal_value=0 -0.00970854 -0.000165909 -0.0437257 -0.0507139 -0.0330963 -0.141628 0.105863 0.0121979 -0.210562 0.0193207 0.119033 0.170106 -0.00491244 0.146036 0.1493 0.163983 -0.0245333 0.0332072 0.0524781 0.01879 0.00196452 0.0324972 0.0119797 0.0453744 -0.171102 0.211954 -0.129654 -0.0722829 0.193544 internal_count=39006 36539 34821 28764 28659 26003 9945 6057 16058 9177 756 5719 4308 1411 4166 618 3727 776 12734 11176 9787 9626 8413 8191 6692 1558 2951 1074 942 1389 Tree=529 num_leaves=31 split_feature=24 34 42 57 77 71 31 67 89 83 68 63 73 20 74 6 72 70 8 66 91 13 23 72 13 86 85 58 24 13 split_gain=17.2651 11.8274 11.3688 10.8366 8.26941 8.03872 7.03579 7.06402 7.96576 7.47288 5.54442 5.48586 4.90739 4.70845 4.59859 4.76312 5.66609 5.68968 6.93756 5.23823 4.77052 4.26514 4.11769 3.87414 3.8496 3.82979 3.71247 3.61122 3.54586 4.03495 threshold=2.5 15.5 0.5 0.5 0.5 3.5 3.5 3.5 2.5 1.5 8.5 6.5 1.5 0.5 19.5 0.5 4.5 0.5 2.5 3.5 3.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 21 6 7 8 9 14 -4 13 -8 -5 15 16 17 18 20 -20 24 22 -2 26 -1 -6 27 28 -19 -30 right_child=4 -3 10 11 25 -7 12 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 23 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=24 22 1 10 13 25 5 12 7 8 9 10 11 12 13 14 15 16 28 19 19 20 21 22 23 24 25 26 27 29 29 leaf_value=-0.0123476 -0.0483335 0.0538346 -0.0225503 0.0246134 0.0291542 -0.0480611 -0.021764 0.0246879 0.0335437 0.0490361 0.0394494 -0.0295087 0.0214576 -0.0232417 0.046043 0.0129893 0.0486845 0.000702805 0.0719589 -0.0136053 0.0541396 -0.0443747 0.000662449 -0.0291479 -0.0398255 -0.0329745 -0.014742 -0.0258854 0.0210181 0.0684123 leaf_count=9768 641 220 4367 3192 239 1505 2222 752 440 162 114 143 290 608 182 1059 182 689 154 191 191 6259 821 264 2792 108 535 207 533 176 internal_value=0 0.0334211 0.0233398 0.0473143 -0.240369 0.0106856 0.0207212 0.0461665 0.0209004 0.000430771 -0.184823 0.192143 -0.152337 0.219448 -0.0127 -0.0212914 -0.0496459 -0.0609337 -0.114777 0.359754 -0.138181 -0.329313 -0.147872 0.0543809 -0.149973 0.123285 0.0927838 0.151655 0.193375 0.29279 internal_count=39006 30938 30718 26237 8068 22294 20789 18277 17525 17085 4481 3943 2512 3800 16923 16741 15682 15500 13096 345 12751 7721 1462 2404 12560 347 2140 1605 1398 709 Tree=530 num_leaves=31 split_feature=87 61 39 8 71 42 61 45 39 46 69 90 23 21 78 67 86 52 91 70 29 85 58 76 35 40 58 53 47 61 split_gain=13.7407 10.9996 13.8714 8.89588 8.90949 8.40844 6.73526 6.37812 5.53208 4.88258 4.63026 4.57638 4.54001 4.40837 4.60808 4.37538 4.30114 4.10302 3.95596 5.24456 3.96466 3.95034 3.87473 3.72145 3.72632 3.88799 3.83497 3.54997 3.58422 3.23289 threshold=2.5 10.5 3.5 4.5 4.5 1.5 0.5 0.5 0.5 3.5 0.5 2.5 3.5 2.5 1.5 1.5 2.5 0.5 0.5 0.5 2.5 0.5 1.5 0.5 3.5 1.5 0.5 0.5 0.5 17.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 9 10 12 11 16 -8 14 -10 -14 17 18 20 27 23 -19 -12 24 25 26 -1 28 -20 -3 right_child=-2 29 -4 -5 -6 -7 7 -9 13 -11 22 -13 15 -15 -16 -17 -18 21 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 0 29 2 3 4 5 12 7 14 9 22 11 15 13 14 15 16 21 28 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0245794 -0.0377684 0.0224952 -0.0360905 -0.0413911 -0.0481516 -0.043881 0.0179995 -0.0125207 -0.0317642 -0.0526149 -0.0279823 0.0498339 -0.00379124 0.0316692 0.032591 0.0298971 0.0484172 -0.00045264 -0.017587 0.0770372 0.044801 0.057733 0.0210277 0.0501232 0.012638 0.0374486 0.0122962 -0.0370441 0.0543506 0.0630329 leaf_count=5216 3918 402 4060 2031 1355 1475 5182 2388 4431 283 2114 110 2079 268 186 308 132 457 359 155 107 190 125 148 225 112 329 529 215 117 internal_value=0 0.0132696 -0.00443385 0.0154781 0.0266715 0.0363907 0.0463876 0.0984149 -0.0282905 0.126331 0.016819 0.0586347 0.134569 -0.200578 -0.258279 0.0231489 0.0362544 0.0145548 -0.0202238 0.22589 -0.0630451 0.294069 -0.179472 -0.087308 -0.108023 -0.161936 -0.19217 0.0527455 0.251488 0.3135 internal_count=39006 35088 34569 30509 28478 27123 25648 10240 15408 7852 10523 8284 7569 4885 4617 2387 8174 8042 7395 1258 6137 647 2239 6030 5882 5657 5545 1103 574 519 Tree=531 num_leaves=31 split_feature=42 63 39 77 14 57 12 46 80 29 75 85 68 74 65 85 88 39 63 24 61 52 91 41 24 39 47 63 43 67 split_gain=12.7913 9.22532 7.92453 6.00175 6.59338 6.22144 5.50133 5.94536 5.31718 5.31627 5.16425 4.46601 3.98103 4.49257 6.52819 5.60938 7.21723 5.02929 4.88052 4.13075 6.97404 5.34038 3.94323 3.93497 6.73222 3.80907 3.7546 3.71545 5.45607 3.58007 threshold=0.5 7.5 4.5 0.5 0.5 0.5 4.5 4.5 0.5 0.5 1.5 7.5 1.5 0.5 1.5 0.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 1.5 2.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 11 7 27 10 -2 -6 12 13 14 17 16 18 19 -15 21 -21 22 29 24 -17 -16 -22 28 -5 -1 right_child=9 -3 -4 6 8 -7 -8 -9 -10 -11 -12 -13 -14 15 25 23 -18 -19 -20 20 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 9 1 2 28 10 5 6 7 8 9 10 11 12 18 25 24 16 17 18 20 26 21 22 23 24 25 26 27 28 29 leaf_value=0.000251388 -0.0381266 -0.0479535 -0.0396593 -0.00118625 -0.0291478 -0.0268045 -0.0339992 -0.0338003 0.0351777 0.0336175 0.0356043 -0.054251 -0.0284127 0.0276959 0.0178361 0.0273946 -0.039897 -0.0455744 -0.0168482 -0.0420251 -0.0150709 0.0312284 -0.0216737 0.00210581 0.0953749 0.0699759 0.0397241 0.0339449 0.0423516 0.0280526 leaf_count=4089 6244 1769 2685 989 6077 2483 251 215 220 263 205 225 579 1389 1058 365 508 1231 423 1648 521 729 1570 274 233 188 294 1212 462 608 internal_value=0 0.0147074 0.0262377 0.0380851 0.00554137 0.0355338 0.157932 0.191553 -0.176112 -0.316457 -0.234845 0.0552641 0.0629244 0.0748366 0.0330381 0.190283 0.0837153 -0.00956717 0.174406 0.0100579 -0.169283 0.0519234 0.00593798 0.402976 0.527701 0.257205 0.0975951 0.228025 0.112242 0.0526515 internal_count=39006 32499 30730 28045 24916 18414 3129 2878 6502 6507 6282 15932 15707 15128 11936 3192 2320 10690 1812 9459 2463 6996 6267 872 598 1246 815 2663 1451 4697 Tree=532 num_leaves=31 split_feature=35 25 75 62 67 76 31 38 69 65 87 71 63 29 55 12 39 42 65 42 35 24 66 47 41 10 15 7 20 20 split_gain=9.02047 7.72116 6.51598 6.44792 7.64965 6.56007 7.21407 5.26448 5.46313 5.47352 5.41716 5.12053 5.22984 4.68008 4.76167 4.93391 5.35529 4.74557 4.5898 4.71419 4.63734 5.09509 4.40978 7.74514 4.40907 4.37952 4.2728 7.7861 6.55362 5.86472 threshold=4.5 3.5 3.5 5.5 0.5 1.5 5.5 5.5 8.5 0.5 2.5 5.5 0.5 0.5 7.5 0.5 15.5 0.5 5.5 2.5 0.5 4.5 14.5 8.5 2.5 0.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 6 -6 8 9 11 18 13 -13 14 15 16 22 -17 19 20 -11 -22 23 24 26 -10 27 29 -28 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 25 10 -12 12 -14 -15 -16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_parent=29 0 1 2 3 6 5 6 7 25 20 10 12 12 13 14 17 16 17 18 19 21 21 22 23 24 25 28 27 28 29 leaf_value=0.00407234 -0.0503914 -0.0460384 -0.0392003 0.0462263 -0.0184207 0.0403353 0.0234066 -0.0537423 0.050455 -0.00707839 0.00884153 0.0267943 0.000719036 -0.0174118 -0.0387471 -0.0155101 0.0289757 0.0117751 0.0379938 0.0145484 -0.033069 0.0141227 -0.0504229 0.0356964 -0.0372625 0.000482485 0.00587429 -0.0131702 0.0267394 -0.0307495 leaf_count=9435 1291 1829 1852 109 3972 202 180 343 146 3951 718 605 374 1285 176 1733 263 345 219 295 1478 121 118 352 485 119 4131 1758 931 190 internal_value=0 0.0144343 0.0166652 0.018863 0.0168477 -0.109853 -0.138457 0.0252527 0.0266416 0.0236639 -0.0397352 0.0366516 0.160024 0.0291288 0.0335569 0.0357792 0.0439907 -0.0829078 -0.0771364 -0.0886141 -0.11221 -0.256595 0.0393887 0.041134 0.0358408 0.299665 0.0382097 0.0191827 0.0877787 0.0349455 internal_count=39006 37715 35886 34034 33925 4354 4152 29571 29228 28963 6782 22181 979 21202 19917 19741 17663 2078 6064 5845 5550 1599 17400 17282 16930 265 16445 11383 5062 9625 Tree=533 num_leaves=31 split_feature=56 19 25 14 39 67 63 85 32 43 18 87 47 84 63 77 17 87 55 41 43 29 47 57 88 0 11 49 47 85 split_gain=7.65835 6.58545 5.99516 5.68625 9.2865 7.25768 7.12482 10.5827 6.57113 5.8666 5.62653 5.3402 5.6338 5.02172 4.43193 4.41579 3.97749 3.85861 3.80837 4.54025 4.449 3.60111 3.58782 3.50419 3.75332 3.38179 3.3297 3.97363 4.93287 3.97822 threshold=1.5 4.5 2.5 1.5 0.5 1.5 9.5 2.5 0.5 0.5 0.5 1.5 5.5 3.5 2.5 1.5 0.5 7.5 7.5 0.5 2.5 0.5 0.5 1.5 1.5 0.5 0.5 2.5 9.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 15 7 8 11 16 17 12 13 14 -1 18 -10 25 19 20 21 23 -23 24 26 -9 27 28 29 -6 right_child=-2 -3 -4 -5 5 -7 -8 10 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=14 0 1 2 3 29 5 6 25 16 9 10 11 12 13 14 15 16 17 18 19 20 22 22 23 24 25 26 27 28 29 leaf_value=-0.0397137 -0.0402996 -0.0450195 -0.0380802 0.00756204 0.00834215 -0.0367617 0.00810412 0.00105569 0.0117411 -0.0475741 0.0590794 0.00108703 0.0199072 0.00455244 -0.0148829 -0.0466039 -0.0367179 0.0257686 0.0339729 -0.00383222 -0.0232267 0.0605898 -0.00250573 0.0497386 0.0286977 -0.0367896 -0.0121258 0.0465263 -0.0501945 -0.00381367 leaf_count=8645 2570 740 1965 6009 6177 678 672 697 1516 674 115 391 290 108 432 267 489 121 122 2944 274 103 137 264 374 321 532 129 160 1090 internal_value=0 0.0240555 0.0263763 0.0288491 0.00830659 0.0397242 -0.0635737 -0.102966 -0.168374 -0.00714943 0.0616365 -0.226316 -0.269826 -0.297305 -0.332768 0.0459509 0.0601727 0.0235964 0.0490111 0.0443353 0.0642565 0.0710095 0.373252 0.0655248 0.0617218 -0.0396134 0.0538435 0.063149 0.0580563 0.0626534 internal_count=39006 36436 35696 33731 27722 13251 14471 13799 12545 2679 1254 9866 9475 9185 9077 12573 2005 1139 12306 12184 9240 8966 240 8726 8462 1018 8088 7556 7427 7267 Tree=534 num_leaves=31 split_feature=1 85 63 16 14 61 38 47 33 87 39 71 88 66 69 47 33 72 24 84 42 24 42 88 53 91 66 41 32 75 split_gain=9.80629 9.42081 11.3523 7.36042 8.20541 8.11421 6.20495 6.03221 5.76665 6.03061 11.6209 10.6242 5.58184 5.34302 5.29847 5.06169 4.5271 4.44483 4.30608 4.89574 4.07784 4.88178 3.88235 3.862 3.75606 3.5799 3.57204 3.27388 3.09779 3.05244 threshold=0.5 17.5 3.5 0.5 7.5 2.5 0.5 0.5 3.5 1.5 0.5 0.5 0.5 0.5 3.5 3.5 0.5 0.5 4.5 2.5 0.5 4.5 1.5 0.5 1.5 0.5 1.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 12 9 10 11 14 24 25 22 17 23 20 19 -5 21 29 -1 -12 -6 27 -9 -13 -8 -11 right_child=-2 -3 -4 18 7 -7 28 26 -10 15 16 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 0 1 2 19 24 5 28 26 8 29 23 27 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.034489 -0.0368941 0.0641629 -0.0351256 -0.0356647 0.0359651 -0.0255232 -0.0319574 0.0739998 0.0664511 0.0154809 0.0114323 0.00141166 -0.0180624 -0.0321012 0.029896 -0.0147211 -0.013251 0.0596127 0.0217173 0.0153895 0.000308061 0.0409907 0.0147649 -0.0185672 -0.00236162 0.0729337 0.0159795 0.050159 0.0121141 -0.0271621 leaf_count=6520 4392 168 3067 3984 342 2800 1826 133 1490 1285 5041 499 404 709 118 924 1210 130 238 225 1058 274 162 741 301 142 300 159 229 135 internal_value=0 -8.90697e-05 -0.00632502 0.00779096 0.0233662 0.0025267 0.0192847 0.212132 0.0335466 0.0280654 -0.0159878 -0.161213 0.12099 0.0989791 -0.273159 0.110878 0.0581702 0.145045 -0.203192 -0.269716 0.125606 0.194092 -0.309473 0.0914084 0.235714 0.214923 0.531274 0.133989 -0.227379 0.121527 internal_count=39006 34614 34446 31379 26932 25452 22652 1480 20597 19107 15301 8309 1047 1509 6800 3806 6992 2882 4447 4209 2752 1694 6682 5782 643 800 433 658 2055 1420 Tree=535 num_leaves=31 split_feature=33 33 10 86 38 58 12 47 7 33 32 71 31 14 24 47 31 72 33 70 32 39 53 24 14 66 33 66 63 32 split_gain=35.1585 6.04984 3.61854 3.09754 2.99436 3.25226 2.53864 2.12539 2.11705 1.66389 1.44292 1.26273 1.55368 1.33136 1.35442 1.15562 0.995896 1.50622 0.961679 0.89995 0.75645 0.363379 0.305089 0.34271 0.361397 0.280215 0.18692 0.104162 0.0574664 0.0156883 threshold=1.5 7.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 5.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 10.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=9 2 4 15 5 6 7 8 18 16 -10 12 13 14 27 26 21 -18 20 -17 -2 22 23 24 25 -1 -3 -11 -25 -28 right_child=1 3 -4 -5 -6 -7 -8 -9 10 11 -12 -13 -14 -15 -16 19 17 -19 -20 -21 -22 -23 -24 28 -26 -27 29 -29 -30 -31 leaf_parent=25 20 26 2 3 4 5 6 7 10 27 10 11 12 13 14 19 17 17 18 19 20 21 22 28 24 25 29 27 28 29 leaf_value=-0.0249423 -0.0186673 0.0377599 -0.0438142 -0.0100431 -0.0374915 -0.045785 -0.0271981 -0.0216183 0.0210711 -0.00279182 0.0604232 -0.0506487 -0.0507235 0.0145332 -0.0506497 0.00654388 0.00118116 -0.0502874 0.0252381 0.0406254 0.0159581 -0.0503082 -0.050409 -0.0504367 -0.0504913 -0.0426895 0.0494584 -0.0158156 -0.0415544 0.0538013 leaf_count=2133 221 230 880 195 403 176 244 123 186 437 167 1857 1538 460 932 187 723 1307 206 123 188 13459 6149 2022 961 1295 437 492 1018 257 internal_value=0 0.0953574 -0.0258363 0.293634 0.0303305 0.0840606 0.133487 0.189754 0.243337 -0.400425 0.422116 -0.276422 -0.209129 -0.126538 -0.22564 0.375935 -0.440937 -0.241469 0.106152 0.225826 -0.0284987 -0.460937 -0.422938 -0.39143 -0.342747 -0.301406 0.473375 -0.0924722 -0.473333 0.514112 internal_count=39006 4223 2794 1429 1914 1511 1335 1091 968 34783 353 5716 3859 2321 1861 1234 29067 2030 615 310 409 27037 13578 7429 4389 3428 924 929 3040 694 Tree=536 num_leaves=31 split_feature=45 56 14 92 39 34 47 44 10 41 51 42 31 78 65 87 30 75 0 32 66 38 86 72 3 61 62 71 33 61 split_gain=16.5008 12.2168 12.0313 11.3626 10.7681 10.0703 7.86666 8.92086 7.24596 7.37862 7.8736 5.94775 5.31615 6.44402 4.82492 4.74365 4.41515 4.40463 4.2675 4.36391 4.03358 3.95905 3.94761 4.3076 4.10433 3.79533 3.73936 3.70789 3.48562 3.28384 threshold=2.5 2.5 3.5 4.5 3.5 7.5 4.5 8.5 6.5 0.5 0.5 1.5 1.5 3.5 5.5 4.5 0.5 5.5 3.5 1.5 6.5 0.5 0.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 -2 7 8 9 15 11 12 13 14 27 16 17 18 19 22 -3 -18 24 25 -1 -24 -8 -11 -12 -13 right_child=5 20 -4 -5 -6 -7 26 -9 -10 10 28 29 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 5 20 2 3 4 5 26 7 8 27 28 29 12 13 14 15 21 17 18 19 20 21 25 23 24 25 26 27 28 29 leaf_value=-0.0104195 0.0470655 0.0156773 -0.0470881 0.0631594 -0.0338246 -0.0434569 -0.0290487 0.0857228 0.0339279 0.0176285 -0.00918635 -0.0516425 -0.00589956 0.0526338 -0.038861 -0.0515729 0.00525436 -0.0527771 0.0566149 -0.0336725 0.0506037 0.0660309 0.0167649 0.0493518 0.0408563 -0.0220275 0.0277489 -0.00361806 -0.0505495 0.00367693 leaf_count=11343 2529 1008 2911 107 4526 105 2503 103 1461 2803 414 311 1017 196 105 938 478 721 196 1685 256 190 806 322 135 592 114 761 160 210 internal_value=0 -0.00910104 -0.0290161 -0.0166297 -0.0248272 0.367875 -0.00855672 0.0085046 0.00287955 -0.00872412 0.0545099 0.0870145 0.107416 0.149053 0.121222 -0.0737531 -0.0616207 -0.0804466 -0.06822 -0.0768015 0.250046 0.210765 -0.0550947 0.102842 -0.0901093 0.0177251 -0.238249 0.13778 -0.211749 -0.272558 internal_count=39006 36372 35108 32197 32090 2634 27564 24947 24844 23383 5977 5403 4882 3865 3669 17406 16468 15800 15079 14883 1264 668 13198 1720 11478 1398 2617 3564 574 521 Tree=537 num_leaves=31 split_feature=14 84 84 39 55 87 49 24 29 61 25 65 0 40 66 39 31 53 14 17 26 35 42 24 31 3 31 12 89 70 split_gain=7.8946 7.6935 8.84921 7.00045 6.51776 8.3484 7.10065 5.3755 5.08844 5.44353 4.27845 4.05407 5.21442 4.78729 4.02349 5.5293 4.43264 3.8285 3.62377 4.08319 3.47239 3.24859 3.95946 3.43958 3.22927 3.21543 3.10589 2.90363 2.91135 2.81745 threshold=6.5 0.5 7.5 6.5 0.5 0.5 3.5 4.5 0.5 2.5 1.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 1.5 1.5 0.5 2.5 7.5 0.5 2.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 18 4 6 20 7 8 9 10 11 12 14 29 15 17 -16 27 21 -20 -6 23 26 -3 -18 -11 -23 28 -1 -13 right_child=-2 2 -4 -5 5 -7 -8 -9 -10 25 -12 13 -14 -15 16 -17 24 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 0 23 2 3 20 5 6 7 8 25 10 29 12 13 16 15 24 17 19 19 20 26 22 23 24 25 26 27 28 29 leaf_value=0.0125586 -0.0419022 0.0215814 -0.0327848 -0.0478986 0.0252622 -0.0176673 0.0344816 -0.0427169 -0.0356047 -0.0457122 -0.0360091 0.0136511 0.0380704 -0.0248881 -0.0357386 -0.0178843 -0.000900803 -0.0219687 -0.0233394 0.0298576 -0.0351065 -0.0481053 0.0295938 0.000247385 -0.0533674 0.00919912 -0.00106463 -0.0354664 0.0596202 0.0561035 leaf_count=2346 1898 3086 400 1915 1514 819 155 1851 2206 1759 2638 2481 483 596 2848 3469 2045 1115 915 214 688 440 137 1075 478 558 308 165 204 200 internal_value=0 -0.0083296 0.0785365 -0.0525558 -0.0401846 0.102437 -0.0756224 -0.0919728 -0.0758433 -0.0566997 -0.035009 -0.0190495 -0.0580013 0.113356 -0.0775704 -0.0144103 -0.18713 0.0767623 0.110767 -0.09533 0.218978 0.138856 -0.0385026 0.172106 -0.0646824 -0.339332 -0.174632 0.131193 0.161006 0.187318 internal_count=39006 37108 6575 30533 28618 3021 25597 25442 23591 21385 19068 16430 13153 3277 12670 7299 5371 3830 6175 1129 2202 5046 885 4161 2523 2317 748 2715 2550 2681 Tree=538 num_leaves=31 split_feature=24 14 37 85 57 73 84 16 46 34 2 77 47 90 68 75 67 89 74 86 75 50 77 68 12 75 66 68 81 40 split_gain=15.0913 12.812 11.314 7.0923 6.50788 5.96268 6.26472 5.69575 5.39851 5.72027 6.46632 5.20595 4.82908 4.84464 4.84717 4.04804 4.47524 6.11966 4.53773 4.01306 4.99408 5.08945 5.13182 3.7966 3.67995 4.79421 3.63127 4.50637 3.48707 3.23784 threshold=3.5 0.5 0.5 1.5 3.5 1.5 0.5 0.5 3.5 7.5 1.5 0.5 4.5 2.5 3.5 8.5 0.5 3.5 2.5 0.5 1.5 0.5 0.5 15.5 5.5 1.5 10.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 8 7 6 26 15 9 10 12 -2 13 14 19 16 17 18 -4 20 21 22 -1 24 25 -9 27 28 -3 -24 right_child=11 5 4 -5 -6 -7 -8 23 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 11 28 18 3 4 5 6 25 8 9 10 11 12 13 14 15 16 17 18 19 20 21 29 23 24 25 26 27 28 29 leaf_value=-0.00250095 -0.0398598 -0.0170092 -0.00379925 -0.0209627 0.0408893 0.0135282 -0.0373331 0.00395602 0.0325801 0.049945 -0.0398346 0.011898 -0.0288641 -0.0427669 0.0377461 0.0563045 0.0328576 0.0460233 0.0404039 -0.0121924 0.0285518 0.0485794 0.0093585 0.0549629 0.0383169 -0.0307429 -0.055682 0.0196636 0.0422265 0.0456624 leaf_count=7879 5323 4612 2701 2737 912 842 3154 941 273 154 2180 187 947 290 298 155 822 291 140 1480 582 177 327 109 100 313 203 421 273 182 internal_value=0 0.0276813 0.0619477 0.00693742 0.166352 -0.127852 -0.180064 0.12688 0.0323213 0.0163922 0.00558126 -0.311454 0.0205234 0.035642 0.0462579 0.198082 0.169238 0.0904247 0.0210208 0.0310593 0.0595515 0.0310754 0.0148371 -0.00994798 -0.0438548 -0.0895309 -0.090557 -0.0590924 -0.13509 0.20836 internal_count=39006 33496 23991 17507 6484 9505 8663 5572 14770 14497 14343 5510 12163 11216 10926 4109 3954 3132 2841 10628 9148 8566 8389 1463 1354 1254 5509 5306 4885 509 Tree=539 num_leaves=31 split_feature=39 61 63 14 61 39 38 83 90 91 69 56 58 85 77 45 70 58 12 43 15 31 17 35 24 7 63 61 49 75 split_gain=12.0991 11.5808 10.0577 8.44652 7.71745 6.84683 6.51394 7.23567 6.49478 4.84282 4.74202 4.79373 4.69901 4.54544 4.84326 4.50974 4.62568 5.37575 3.84767 3.9101 4.36691 5.67241 3.75061 3.71781 3.62458 3.46682 3.31141 3.30047 3.15978 2.95488 threshold=2.5 4.5 7.5 3.5 0.5 0.5 0.5 0.5 3.5 2.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 3.5 2.5 2.5 2.5 0.5 3.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 23 3 4 5 8 7 15 9 10 11 18 -12 14 -8 16 28 -18 19 20 21 26 25 -2 -15 -7 29 -17 -6 -1 right_child=1 -3 -4 -5 6 22 13 -9 -10 -11 12 -13 -14 24 -16 27 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 23 1 2 3 28 25 14 7 8 9 12 11 12 24 14 27 17 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0215976 -0.0454379 0.00674229 -0.0452687 -0.0400587 0.0238513 -0.0323274 0.014922 -0.0419457 0.0520575 0.0517039 -0.0334569 -0.0262297 0.0186032 -0.0425564 -0.0454195 -0.0253931 -0.00211169 0.0367201 0.0554939 -0.0358037 0.028019 -0.0226221 0.0357437 0.00970962 0.0121228 0.0268887 -0.0146714 0.0100399 -0.00107628 -0.0193056 leaf_count=1956 6724 638 1796 1860 4468 4964 798 369 122 177 2518 1528 148 688 331 1753 1410 187 200 908 1003 1899 126 166 128 114 676 332 597 422 internal_value=0 -0.226234 0.0188269 0.0299204 0.0403643 -0.0392967 0.0931848 0.124987 0.00903365 -0.0126603 -0.0289443 0.0160224 -0.222549 -0.0925385 0.047641 0.139101 0.164556 0.0486841 0.0549874 0.0351393 0.0618053 0.00455102 -0.233027 -0.401471 -0.293644 -0.276532 0.0933809 -0.0539305 0.213787 0.16241 internal_count=39006 7528 31478 29682 27822 16761 11061 9116 11557 11435 11258 8592 2666 1945 1129 8747 6662 1597 7064 6864 5956 4953 5204 6890 816 5078 3054 2085 5065 2378 Tree=540 num_leaves=31 split_feature=39 87 8 66 28 28 4 65 31 82 7 10 90 4 59 31 6 17 52 74 75 35 86 23 36 25 53 75 40 70 split_gain=11.7817 9.51784 7.65508 7.1135 6.06452 5.46781 5.45791 5.35667 4.84098 4.36342 4.21917 3.93549 3.88082 3.8659 4.22737 5.45583 3.85175 4.49068 4.18906 3.27191 3.43024 4.29705 5.22877 4.46036 4.4723 3.8399 3.52664 3.47531 4.14351 3.52105 threshold=2.5 1.5 4.5 2.5 3.5 0.5 0.5 1.5 0.5 0.5 1.5 1.5 5.5 1.5 2.5 0.5 1.5 0.5 1.5 10.5 2.5 1.5 2.5 10.5 0.5 0.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 12 6 11 9 -8 -2 -3 16 13 14 19 -16 17 18 -1 20 21 22 23 24 -5 27 -22 29 -29 -23 right_child=7 10 -4 4 -6 -7 8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 26 25 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=18 9 10 2 24 4 5 8 7 8 9 10 11 12 13 15 15 16 17 18 19 26 29 22 23 24 25 26 28 28 29 leaf_value=-0.0196186 -0.0470781 -0.0355722 -0.0460293 0.00209621 -0.0377833 0.0162099 0.00328305 0.00917303 0.0825021 0.0208866 0.0152662 -0.0478579 -0.0283693 0.0547767 0.0255638 -0.0460305 0.029825 0.00822909 0.0227589 -0.0340097 0.0442064 0.00444125 -0.0416937 -0.0451829 0.0309565 0.0623589 0.0115909 0.0227123 0.0860389 0.039268 leaf_count=7834 6488 3576 1758 2621 237 1810 472 753 184 276 326 3894 245 121 643 703 201 2180 293 373 445 1190 155 225 651 172 673 247 103 157 internal_value=0 0.0114111 0.0327187 0.0431514 0.103707 -0.0374479 -0.0812719 -0.299011 0.304428 -0.402579 -0.267413 -0.108874 0.11884 0.130789 0.118957 -0.179572 -0.0866242 -0.108801 -0.163878 0.137541 0.147091 0.113302 0.0330272 0.0708451 0.100952 0.207234 0.291448 0.172113 0.402162 0.109732 internal_count=39006 31489 27587 25829 8961 16868 15058 7517 656 6764 3902 14402 8724 8479 8358 1346 10508 10307 8127 7012 6639 5521 3652 3497 3272 1869 1118 1697 350 1347 Tree=541 num_leaves=31 split_feature=25 74 35 52 42 22 32 41 67 65 46 65 42 55 0 76 39 54 44 75 72 70 0 33 32 31 14 85 79 18 split_gain=7.72496 7.26395 5.98595 5.55907 5.41869 5.2987 5.73466 5.03926 4.85022 5.17852 5.1817 4.41368 8.60194 6.21859 4.46216 9.34832 7.75933 4.67832 4.95462 4.28744 4.48758 6.59949 5.00445 4.6944 4.01865 3.98285 6.03538 5.54195 4.92512 3.92263 threshold=2.5 3.5 4.5 2.5 0.5 0.5 5.5 4.5 2.5 5.5 1.5 1.5 3.5 7.5 1.5 3.5 16.5 1.5 0.5 3.5 0.5 0.5 0.5 7.5 2.5 0.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -5 6 7 8 9 10 11 13 -13 14 16 17 19 18 -16 20 21 22 24 -22 25 28 27 -27 29 -1 right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 0 1 2 4 4 5 6 7 8 9 10 12 12 13 18 15 16 17 18 19 23 21 22 23 24 27 26 27 28 29 leaf_value=0.00370771 -0.0345523 -0.0414354 -0.0436933 -0.0371637 0.0152424 -0.0121589 0.0227138 -0.0468763 -0.0276285 0.0423384 -0.0381897 -0.0129248 0.037185 -0.0393922 -0.0227228 0.0577294 0.031309 0.0222117 0.0312177 -0.0458286 0.00910941 -0.00892134 0.0142366 0.0538275 0.0123771 -0.0463406 0.00190786 -0.00982362 -0.0505138 -0.018721 leaf_count=10627 2739 1631 1100 805 111 2287 416 706 1034 177 608 2169 113 272 902 129 283 109 114 681 2859 2213 1550 118 1115 1450 1049 501 690 448 internal_value=0 0.00990919 0.0122727 0.0141224 -0.223347 0.0173853 0.0227726 0.018654 0.020202 0.0226593 0.020702 0.0226609 -0.0804936 0.0292044 0.0315947 -0.0893419 0.0376293 -0.137599 -0.185595 0.0327923 0.0343178 0.0232037 0.0351091 0.105088 0.0246447 0.0146653 -0.0639311 -0.196399 0.028395 0.031333 internal_count=39006 36267 34636 33536 916 32620 30333 29917 29211 28177 28000 27392 2282 25110 24838 1254 23584 1125 1016 23301 22620 19643 17430 2977 15880 14765 3000 1951 11765 11075 Tree=542 num_leaves=31 split_feature=75 41 76 13 71 91 54 31 55 82 73 19 58 55 52 85 31 31 23 87 42 24 14 87 85 63 28 12 54 61 split_gain=7.08833 6.48766 5.83793 5.61393 7.96766 6.96278 6.18128 5.96781 5.89641 5.19396 4.82057 4.63351 4.60096 4.75088 4.46165 3.83037 5.23259 6.43655 7.15089 5.06565 4.73493 5.46397 4.45427 4.14596 3.57502 3.53811 7.5438 4.83793 4.35317 4.33252 threshold=2.5 3.5 1.5 1.5 1.5 0.5 1.5 3.5 7.5 4.5 2.5 1.5 0.5 0.5 1.5 0.5 3.5 6.5 1.5 1.5 0.5 2.5 2.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 9 24 10 12 25 14 15 -14 -6 16 19 -18 -19 20 21 22 -1 -20 -7 26 27 -5 -28 -29 right_child=-2 -3 -4 8 11 7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 17 18 23 -21 -22 -23 -24 -25 -26 -27 28 29 -30 -31 leaf_parent=22 0 1 2 27 14 24 6 7 8 9 10 11 13 13 14 15 17 18 23 19 20 21 22 23 24 25 28 29 28 29 leaf_value=-0.0341699 -0.0283455 -0.040143 -0.0441119 6.5238e-07 0.012729 -0.0313231 -0.0381748 0.0291579 0.0389447 0.0388442 -0.0277956 -0.0277182 -0.0246455 0.0233834 -0.0219477 0.00362119 0.024088 -0.0338012 0.0185975 0.0225908 0.00345518 0.0148912 -0.00488481 -0.0118334 0.0229304 0.0109546 0.00939957 -0.00132691 0.0496305 0.040489 leaf_count=7082 2618 1874 678 5695 2694 4114 805 137 142 282 230 225 1276 170 204 4029 437 169 244 227 821 200 234 184 112 3148 269 179 227 300 internal_value=0 0.0217346 0.0243252 0.0264575 -0.00204097 -0.0293129 -0.0136417 -0.210945 0.0601003 -0.00618485 0.0534331 0.0901205 -0.012148 -0.17447 0.107548 0.000888141 -0.0529882 0.0377118 -0.0518444 -0.12537 -0.157902 -0.218544 -0.266744 0.0499303 -0.272068 0.0589599 0.0319433 0.014485 0.287993 0.22599 internal_count=39006 36388 34514 33836 23646 20523 16160 4363 10190 15355 10048 3123 15073 1446 2898 13627 9598 1034 597 8564 8337 7516 7316 428 4226 9818 6670 6174 496 479 Tree=543 num_leaves=31 split_feature=75 8 61 1 25 70 76 14 78 23 87 79 42 59 27 59 42 39 69 24 87 43 61 85 66 31 13 41 61 72 split_gain=9.89909 9.0123 6.7433 5.54974 5.69279 6.70953 6.05933 5.34825 5.30328 5.37219 5.47619 4.66138 4.26964 4.99225 4.22739 4.14799 6.06938 4.02163 3.95638 3.89675 3.79642 3.85317 4.9516 5.4378 4.40258 3.77178 4.63394 3.64173 4.18073 3.43781 threshold=0.5 0.5 5.5 0.5 0.5 1.5 0.5 3.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 4.5 3.5 1.5 1.5 0.5 0.5 1.5 1.5 2.5 0.5 5.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 12 9 15 17 19 -2 -14 -6 16 20 -11 -16 -10 -1 24 23 -23 25 26 -22 -3 -29 -12 right_child=7 27 -4 -5 14 -7 -8 -9 11 10 29 -13 13 -15 18 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=20 12 27 2 3 14 5 6 7 19 17 29 11 13 13 18 15 16 17 18 19 26 23 22 23 24 25 26 28 28 29 leaf_value=0.00184106 -0.0320223 -0.0251983 -0.045166 -0.0334671 0.0197276 -0.0493572 -0.0331179 0.0245485 -0.0344666 -0.0194517 0.00311788 0.075088 -0.021538 0.0347607 -0.0441346 0.0535321 -0.0341751 0.00923574 0.0283553 0.0363049 0.0134723 0.0885617 -0.00668615 0.0194195 0.0493869 0.04565 -0.014251 0.062666 -0.0193844 0.0520887 leaf_count=4413 6891 5094 1004 1759 2890 761 713 250 265 5683 1783 141 845 452 1313 144 284 763 175 162 1051 133 154 107 230 136 629 261 376 144 internal_value=0 0.0130238 0.0330521 0.0401547 0.0478245 0.021545 0.0300105 -0.190106 0.0410929 0.0293085 -0.0454308 0.347507 -0.235562 -0.0293694 0.162336 0.0801318 0.0693071 -0.137029 -0.180311 0.135051 0.0872635 0.157248 0.383226 0.557184 0.113608 0.0782539 0.044973 -0.196677 0.155301 0.059005 internal_count=39006 30568 24837 23833 22074 17696 16935 8438 16222 15654 8373 568 8188 1297 4378 7281 7137 6446 1488 427 6853 2440 394 240 2046 1816 1680 5731 637 1927 Tree=544 num_leaves=31 split_feature=33 82 13 25 42 33 24 33 53 8 7 19 61 14 23 66 82 39 53 74 85 14 61 66 13 66 23 33 33 65 split_gain=30.5989 5.55062 5.75991 5.64037 4.96108 3.67612 3.63251 2.51286 2.48904 2.56918 1.50165 1.38881 1.4089 1.27853 1.40962 0.997325 0.722951 0.680608 0.748198 0.710766 0.921489 0.595284 0.615304 1.02645 0.431803 0.266116 1.09337 0.214789 0.176961 0.118073 threshold=1.5 0.5 4.5 1.5 0.5 5.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 10.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=7 2 3 4 5 8 -6 17 9 10 28 12 13 14 -9 -12 -3 18 19 20 25 22 23 27 -14 26 -1 -7 -2 -19 right_child=1 16 -4 -5 6 21 -8 11 -10 -11 15 -13 24 -15 -16 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 28 16 2 3 6 27 6 14 8 9 15 11 24 13 14 15 16 29 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0101748 0.00190601 -0.0204552 -0.0577972 -0.0469703 -0.0441116 0.0333072 0.0295713 0.00217262 -0.0332755 -0.0243904 0.0578081 -0.0510118 -0.0236813 0.0204713 -0.0433655 0.019377 -0.0566755 -0.050297 -0.0503892 -0.0504566 -0.0433462 0.0548698 0.0496477 0.00904823 -0.0507573 -0.0074459 -0.0445719 0.0529942 0.0178455 -0.0425225 leaf_count=1178 157 352 229 361 155 197 134 491 414 172 110 1582 1065 568 958 123 406 10447 6549 2344 2536 362 388 255 1012 1079 1414 281 127 3560 internal_value=0 0.0959174 0.143169 0.178928 0.219791 0.284047 -0.165871 -0.374154 0.132958 0.197292 0.27707 -0.219794 -0.159384 -0.0475014 -0.169877 0.440721 -0.382757 -0.425377 -0.377049 -0.332088 -0.289542 0.425832 0.371104 0.290972 -0.3515 -0.207133 -0.247732 0.427992 0.128628 -0.484395 internal_count=39006 4223 3465 3236 2875 2586 289 34783 1103 689 517 5676 4094 2017 1449 233 758 29107 15100 8551 6207 1483 1121 733 2077 3671 2592 478 284 14007 Tree=545 num_leaves=31 split_feature=45 13 92 34 14 34 88 58 78 67 85 24 66 25 30 44 37 32 69 8 63 8 59 10 4 82 57 23 85 0 split_gain=14.7852 13.4837 12.6854 11.5739 11.0384 10.4668 8.74462 7.31227 9.03655 6.76564 6.40659 6.36724 5.55046 5.51351 6.23068 7.49377 7.92165 6.15307 5.33835 4.52098 5.14054 6.59387 5.44941 5.79956 4.49772 4.62038 4.19778 4.10353 4.00208 3.9481 threshold=2.5 5.5 4.5 1.5 2.5 7.5 4.5 0.5 1.5 0.5 1.5 0.5 0.5 2.5 0.5 5.5 1.5 1.5 1.5 12.5 10.5 6.5 0.5 2.5 0.5 2.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 -2 7 10 11 28 13 -9 -12 14 15 16 17 19 24 20 21 22 23 -1 25 -5 -24 -25 -10 -13 right_child=5 -3 -4 18 -6 -7 -8 8 9 -11 12 29 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 26 27 -26 -27 -28 -29 -30 -31 leaf_parent=23 5 1 2 25 4 5 6 11 28 9 12 29 12 13 14 15 16 17 18 19 20 21 26 27 24 25 26 27 28 29 leaf_value=-0.0100941 0.0465837 -0.0448455 0.067765 0.0278769 -0.0387752 -0.0451173 -0.0593667 -0.0216314 0.0509839 0.0682499 -0.0393216 0.00322715 -0.00797114 0.021457 0.024937 0.0767411 -0.0345484 -0.0325575 -0.00107254 -0.0485978 0.0556614 0.070974 0.0143504 0.0500762 -0.0242298 0.0799656 -0.0234613 -0.0133414 -0.00274056 0.0366726 leaf_count=8792 2528 4062 121 1646 3784 106 238 801 116 210 1815 1350 2575 831 771 109 1398 1573 976 610 177 213 2040 564 150 197 398 250 275 330 internal_value=0 -0.00919833 0.0039276 -0.00436422 -0.0304442 0.354942 -0.0148566 -0.00690108 0.122363 0.372266 -0.0370981 0.0204305 -0.180267 -0.00763037 -0.0273335 -0.0467993 -0.0553153 -0.0297907 0.193475 -0.00863019 0.00169303 -0.00862239 -0.0190337 -0.0728555 0.293538 0.34141 0.0974724 0.274531 0.160074 0.127169 internal_count=39006 36372 32310 32189 29220 2634 25436 25198 3082 601 22116 2481 4390 17726 16895 16124 16015 14617 2969 13044 12434 12257 12044 9606 1993 1843 2438 814 391 1680 Tree=546 num_leaves=31 split_feature=8 31 55 91 39 12 14 48 13 83 32 74 66 71 57 22 63 92 35 0 66 53 75 17 49 22 45 75 22 24 split_gain=8.13543 8.82311 7.77169 8.07168 5.80577 5.40886 5.25134 5.17021 4.88575 4.25468 4.39527 4.9208 4.08578 4.06993 4.12979 4.5279 3.74818 7.11269 4.23581 3.50151 5.31239 3.46797 3.5111 3.42491 3.35181 3.28461 3.34242 3.04265 2.95879 2.93945 threshold=10.5 0.5 2.5 0.5 4.5 0.5 6.5 2.5 6.5 0.5 0.5 3.5 0.5 2.5 1.5 0.5 0.5 0.5 1.5 0.5 1.5 5.5 6.5 0.5 2.5 0.5 0.5 0.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 8 12 24 9 10 11 13 25 14 21 -16 17 27 19 -18 -21 22 -3 -12 -7 26 29 -14 -5 -1 right_child=-2 5 -4 28 -6 7 -8 -9 -10 -11 23 -13 16 -15 15 -17 18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 22 2 28 4 24 6 7 8 9 23 11 27 13 15 15 19 17 18 20 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00389607 -0.0443991 0.0304357 0.0174609 -0.0393245 -0.0376372 -0.0232636 -0.0510725 0.0364937 -0.0538139 -0.0437765 -0.0137875 -0.0279316 -0.029584 -0.0320726 -0.0510416 0.0298099 0.00160703 0.0551173 -0.0386654 0.099127 0.000177078 -0.0253196 -0.0169968 0.0180165 0.0107155 0.0249002 -0.0342712 -0.00181146 0.0108199 -0.0393502 leaf_count=5633 1729 3469 513 5874 2500 2458 996 228 219 254 1186 636 4584 171 539 106 1605 267 688 122 237 496 193 683 232 388 1221 1186 213 380 internal_value=0 -0.0040606 -0.0572668 -0.0848197 -0.0551766 0.0790552 -0.0365839 -0.0765496 0.123694 0.135893 0.148376 0.19724 -0.024532 0.220607 0.238454 -0.13337 -0.106728 -0.185388 0.0252352 0.101495 0.461727 0.26569 0.283279 -0.00630585 -0.144013 0.0309327 0.00278508 -0.228072 -0.335263 0.0231974 internal_count=39006 37277 26407 25894 19807 10870 17307 2918 7952 7733 7479 5610 16311 4974 4803 645 8689 6037 2652 1964 359 4158 3662 1869 2690 7622 7234 5770 6087 6013 Tree=547 num_leaves=31 split_feature=39 85 12 34 18 42 4 36 79 87 58 23 77 57 46 58 32 12 25 54 11 8 59 39 1 23 21 19 16 40 split_gain=14.4659 10.7734 9.85642 9.32539 9.19929 9.1036 7.42946 8.29782 6.98028 6.80836 5.95703 5.34658 5.09849 5.09318 4.74888 5.7374 4.85511 4.17912 4.03837 3.49809 3.86916 3.46112 3.6689 3.43368 3.70265 3.30372 3.15865 2.99802 3.65221 2.98673 threshold=3.5 2.5 9.5 21.5 14.5 0.5 0.5 0.5 2.5 0.5 0.5 5.5 0.5 4.5 0.5 0.5 0.5 12.5 0.5 3.5 0.5 10.5 2.5 1.5 0.5 6.5 1.5 5.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 -2 13 18 -12 -3 14 16 -16 21 -4 27 20 25 22 -1 24 -18 -8 -20 28 29 -9 right_child=8 12 17 -5 -6 -7 19 10 -10 -11 11 -13 -14 -15 15 -17 23 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 8 12 17 3 4 5 25 29 8 9 11 11 12 13 15 15 24 17 26 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00326169 -0.0411952 -0.032719 0.0577213 0.0620686 0.0554262 -0.0187032 0.0295201 0.0224968 0.0344776 -0.0181778 -0.0360164 0.0306996 0.00527192 0.0394621 0.016582 -0.0333693 -0.02013 -0.0105707 0.0102699 -0.0158945 0.0676515 -0.0369034 -0.0324021 -0.0560505 0.0288373 -0.0154113 -0.0492114 0.053944 0.00322246 0.0604325 leaf_count=7632 5094 3581 326 144 366 3717 827 1845 186 4885 354 108 318 490 1265 136 2610 116 329 103 177 577 1469 900 240 116 189 171 580 155 internal_value=0 0.0255909 0.0442668 0.0332585 0.0258923 0.0177123 0.0389258 0.01959 -0.327007 -0.0201266 0.14011 -0.160243 -0.216308 0.0121756 -7.91846e-05 0.11699 -0.0386035 0.448712 0.186269 0.241237 0.293996 0.000183501 0.0149205 -0.1966 -0.136176 0.224897 -0.123047 0.221324 0.193152 0.267001 internal_count=39006 33726 29827 29385 29241 28875 25158 23935 5280 20204 3731 462 3899 15319 14829 1401 13428 442 3269 1223 1120 9678 9101 3750 2850 943 518 2751 2580 2000 Tree=548 num_leaves=31 split_feature=13 16 14 63 42 61 44 40 70 33 9 86 12 39 90 49 41 75 28 70 66 52 15 69 46 72 17 53 39 41 split_gain=12.8071 13.1777 11.3574 8.8697 8.31893 6.22988 5.96235 6.17508 7.4362 5.08335 4.78927 5.42463 4.90411 8.01043 4.91736 7.2612 4.97744 4.87796 5.84632 4.85718 4.61731 7.16695 4.75405 4.67077 4.61454 4.43504 4.86319 6.66889 4.12232 3.9906 threshold=3.5 2.5 2.5 5.5 1.5 17.5 0.5 1.5 2.5 4.5 0.5 4.5 0.5 1.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 4 5 6 7 8 9 10 11 12 13 14 15 17 -16 18 20 25 21 -1 -22 24 -24 26 27 28 -14 -9 right_child=1 -3 -4 -5 -6 -7 -8 29 -10 -11 -12 -13 19 -15 16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 1 1 2 3 4 5 6 29 8 9 10 11 28 13 16 15 16 17 18 19 22 21 24 23 24 25 26 27 28 29 leaf_value=-0.0234146 -0.0408617 0.0534663 -0.0340924 -0.0393468 -0.0418289 0.0585444 -0.0258965 0.0230661 -0.0306739 -0.0398274 -0.01128 0.0485993 0.0846639 -0.0222642 0.0360601 -0.0330388 -0.0337953 -0.0144351 0.0649177 -0.00451432 0.00461668 0.047621 0.0440995 -0.0031839 -0.0237347 -0.0398362 0.0121793 0.0194468 0.0175602 -0.0365618 leaf_count=3124 6331 105 3801 1806 1661 107 1687 1376 706 1729 2397 196 264 2719 665 902 101 1664 113 516 2492 320 969 419 135 440 1273 742 111 135 internal_value=0 -0.298606 0.0105469 0.0269093 0.0380905 0.048007 0.0415638 0.0527237 0.0284882 0.0435394 0.0516967 0.0727194 0.0620303 0.0253308 0.0611894 0.0319497 0.274866 0.060896 0.0979673 0.173665 0.078435 -0.113781 0.12424 0.26802 0.372533 0.248621 0.279696 0.426022 0.689657 0.20137 internal_count=39006 6436 32570 28769 26963 25302 25195 23508 21997 21291 19562 17165 16969 13623 10904 10138 766 9236 7572 3346 7459 3444 4015 1523 1104 2830 2390 1117 375 1511 Tree=549 num_leaves=31 split_feature=13 14 63 85 40 33 39 23 89 46 17 56 90 75 14 56 52 55 61 24 24 57 67 88 70 35 0 12 85 66 split_gain=10.654 8.58422 8.15822 5.54779 7.02233 5.92101 5.2421 4.66332 5.23528 4.67046 4.8288 4.58227 4.39387 4.54777 5.79579 4.64548 4.42433 4.89495 4.22258 4.17864 4.10163 3.59855 3.32957 3.69845 3.18263 3.02888 3.02202 3.19614 3.1792 3.96717 threshold=2.5 3.5 7.5 3.5 2.5 5.5 4.5 16.5 1.5 3.5 0.5 1.5 3.5 0.5 0.5 0.5 1.5 0.5 1.5 2.5 1.5 0.5 0.5 0.5 0.5 2.5 0.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 12 21 13 14 16 -15 17 19 -5 22 -20 26 -1 -24 -16 -10 28 -28 -12 -30 right_child=-2 -3 -4 18 -6 -7 -8 -9 25 -11 11 -13 -14 15 24 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_parent=22 0 1 2 18 4 5 6 7 25 9 28 11 12 15 24 15 16 17 20 19 20 21 23 23 24 25 27 27 29 29 leaf_value=0.00298949 -0.0299837 -0.0422166 -0.0473638 -0.0364152 -0.0420437 -0.0524866 -0.0423333 0.0365021 -0.0342186 -0.0263262 0.0121454 -0.0139889 -0.0360224 0.0263221 -0.0379083 -0.0150692 0.0351781 -0.0410667 0.0566501 -0.0287268 -0.024668 -0.0132061 0.0317958 -0.028653 0.0155047 0.0261432 0.0559325 0.00289999 0.0685139 0.0211111 leaf_count=4904 8135 2566 1672 1263 672 1718 874 563 1921 591 2636 1108 250 1938 1921 409 324 849 119 716 227 900 758 247 291 135 515 137 280 368 internal_value=0 0.0152719 0.0274285 0.037795 0.0520702 0.0622744 0.0693479 0.076901 0.0652352 0.0783845 0.089088 0.182487 0.0473397 0.0599365 0.019022 0.193827 0.0513699 0.0255496 -0.214762 0.0469138 0.128587 0.219643 0.0718859 0.242076 -0.26275 -0.233348 0.249472 0.440778 0.199514 0.361955 internal_count=39006 30871 28305 26633 25024 24352 22634 21760 21197 19141 18550 5943 12607 12357 10010 2347 7798 7474 1609 6625 346 4835 5909 1005 2212 2056 3936 652 3284 648 Tree=550 num_leaves=31 split_feature=39 63 59 66 5 91 46 74 14 47 90 86 52 25 53 26 61 76 67 63 66 14 36 66 88 71 38 33 42 23 split_gain=7.42717 9.6902 9.45716 7.59683 5.87213 6.19897 5.48358 5.26418 5.2091 4.97303 4.72563 4.64693 4.53409 4.44724 4.68935 5.52075 4.58481 4.59318 4.6494 5.02913 3.90906 3.89568 3.8469 3.7628 3.6968 5.11437 3.6022 3.59108 3.57325 3.55944 threshold=0.5 4.5 0.5 3.5 0.5 0.5 0.5 2.5 0.5 8.5 1.5 1.5 5.5 4.5 7.5 2.5 11.5 1.5 0.5 2.5 10.5 2.5 0.5 2.5 0.5 2.5 2.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 11 9 27 10 12 22 13 14 15 16 17 18 26 23 -11 -4 24 -20 25 -1 -2 -5 -7 -27 right_child=7 -3 21 8 -6 28 -8 -9 -10 20 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_parent=25 26 1 21 27 4 28 6 7 8 20 10 11 12 13 14 15 16 17 23 19 20 21 22 23 24 29 26 27 28 29 leaf_value=0.00144188 0.00389235 0.00585598 -0.0391724 -0.0373242 0.0618458 -0.0310752 -0.0433929 -0.0431044 -0.00462042 0.030406 -0.0441389 -0.0537441 -0.0545244 -0.0578144 0.025489 -0.0467734 -0.0566083 0.0386593 -0.00955065 0.0237874 -0.021263 0.00140569 -0.017799 -0.0425662 -0.021291 0.00732681 -0.0327816 0.0108969 0.0134913 0.0379147 leaf_count=4274 13136 1873 5717 2803 155 1671 535 344 540 441 373 145 255 421 897 386 200 276 788 169 105 154 994 474 823 191 265 125 178 299 internal_value=0 -0.0385573 -0.0800386 -0.0562022 -0.0227924 -0.0301211 -0.00583697 0.0294095 -0.204771 0.0317673 0.0266082 0.00575029 0.0287554 0.0304428 0.0320084 0.0274891 0.0299323 0.0316264 0.0287685 -0.103535 0.231584 -0.315434 0.0136984 -0.162272 0.0326165 0.0482107 0.0365925 -0.321684 -0.236751 0.21492 internal_count=39006 20476 18603 12732 9264 9109 7260 18530 3468 18186 17640 6725 17267 17012 16591 15694 15308 15108 14832 1431 546 5871 6580 1262 5587 4764 13401 2928 1849 490 Tree=551 num_leaves=31 split_feature=56 90 59 46 32 92 55 26 39 88 45 41 76 14 39 24 75 63 67 84 29 47 40 69 24 87 10 71 23 67 split_gain=7.66075 6.61649 5.78122 5.4322 4.96415 4.80821 5.62979 5.74826 7.70909 6.61237 5.66587 4.35779 4.2999 4.23937 6.39235 6.08609 6.12913 6.12154 5.86996 5.83957 4.66734 6.426 4.50385 6.2422 4.3106 4.23403 4.08391 4.03717 4.03127 3.42964 threshold=1.5 0.5 2.5 1.5 1.5 0.5 2.5 0.5 10.5 6.5 1.5 2.5 1.5 1.5 0.5 5.5 0.5 9.5 1.5 0.5 0.5 0.5 0.5 1.5 10.5 5.5 2.5 3.5 6.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -3 6 7 9 10 11 27 12 13 14 15 16 17 19 20 25 24 -22 23 -21 29 28 -8 -9 -1 -16 right_child=-2 4 -4 -5 -6 -7 26 8 -10 -11 -12 -13 -14 -15 18 -17 -18 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 0 4 2 3 4 5 26 27 8 9 10 11 12 13 29 15 16 17 18 23 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.020108 -0.0410452 -0.0298128 -0.047533 -0.0383627 0.0136667 -0.0141312 0.0165411 0.00855672 0.061583 0.0642907 -0.0473354 -0.027944 -0.0425755 0.00722423 0.00336751 0.0414926 -0.0247103 0.0129644 -0.0410649 -0.00256164 0.0585066 -0.0163159 -0.037411 0.0399652 -0.0248779 0.00930562 0.0651692 0.0396327 0.0203402 0.0232184 leaf_count=4672 2566 2200 1871 1100 505 1413 433 1793 105 100 2140 707 353 4873 8811 169 1988 432 292 461 123 128 159 186 251 153 125 172 345 380 internal_value=0 0.0247151 0.0299153 0.0318913 -0.189807 0.0341578 0.0389342 0.0336503 0.162736 0.025456 0.110284 0.0233602 0.0261862 0.0280719 0.00897043 -0.0582073 -0.0709557 -0.0355421 0.036098 -0.0808416 0.0413565 0.338058 0.0823825 0.142763 0.0349868 -0.136567 0.229709 0.143676 -0.175093 0.0412698 internal_count=39006 36440 33735 31864 2705 30764 29351 28793 4210 24583 4105 24483 23776 23423 18550 8565 8396 6408 9985 5976 9693 251 806 647 9442 5170 558 1965 5017 9191 Tree=552 num_leaves=31 split_feature=75 85 63 80 61 41 53 77 59 38 25 0 24 31 74 13 87 42 13 24 69 9 34 24 22 31 52 66 13 14 split_gain=9.72541 10.4305 9.77471 7.26003 6.49487 6.58584 7.887 5.81764 5.97472 6.75402 4.85225 6.05022 6.31647 8.2374 6.09223 5.88161 4.78467 5.70749 5.94704 4.47846 4.0676 4.55276 3.84898 4.08857 3.6945 3.51003 4.77565 4.51086 9.29034 8.44752 threshold=1.5 17.5 3.5 0.5 6.5 1.5 3.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 4.5 0.5 0.5 0.5 0.5 5.5 1.5 0.5 1.5 0.5 0.5 0.5 2.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 -1 -19 -18 21 -7 23 -12 25 27 -27 -14 -29 -30 right_child=-2 -3 -4 -5 -6 20 -8 -9 -10 -11 22 -13 24 -15 -16 -17 19 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_parent=17 0 1 2 3 4 21 6 7 8 9 23 11 27 13 14 15 19 18 18 19 20 21 22 23 24 26 26 28 29 29 leaf_value=-0.0121061 -0.0372245 0.0697388 -0.0330538 -0.0363623 -0.0538457 0.0167488 -0.0246877 -0.0379419 0.0335448 -0.02496 0.0427565 -0.0177313 0.00350707 -0.0422454 -0.0379196 -0.0263557 0.0329995 0.0444652 -0.0335181 0.00179713 -0.0376848 0.0742638 -0.014731 0.0116751 0.0495251 0.01179 0.0752063 -0.0286688 0.0896305 -0.012531 leaf_count=3591 4087 120 3005 1473 979 3422 4004 1235 1152 1800 574 2265 3928 1860 749 608 724 268 115 613 109 158 349 384 144 413 154 348 225 151 internal_value=0 0.00463671 -0.00188214 0.0111158 0.0199174 0.025326 0.0043726 0.021203 0.0295103 0.0181066 0.0333878 0.0110541 0.0349209 -0.0430895 -0.00399034 0.0282606 0.0717349 -0.028893 0.25563 0.189575 0.17289 0.200828 0.172494 0.228196 0.10271 0.0879831 0.334518 0.0648695 0.333662 0.600121 internal_count=39006 34919 34799 31794 30321 29342 25653 21649 20415 19263 17463 16156 13891 8528 6668 5919 5311 3974 383 1337 3689 3580 1307 958 5363 5219 567 4652 724 376 Tree=553 num_leaves=31 split_feature=33 38 25 33 74 13 33 39 7 85 63 13 37 66 47 90 66 31 72 53 24 23 86 23 39 39 23 53 14 47 split_gain=29.6672 5.62078 5.41694 4.96189 3.88796 2.85248 2.62359 2.51833 3.58751 1.661 1.46896 1.84792 1.45723 1.23393 1.34306 1.1043 1.06234 0.910327 1.62037 0.784311 0.613811 0.700366 0.969325 0.593268 0.392897 0.34731 0.11325 0.0718488 0.0554749 0.054232 threshold=1.5 0.5 1.5 6.5 0.5 2.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 5.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 3.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=6 2 3 4 5 7 17 8 10 -3 11 16 13 14 23 19 -2 20 -19 29 21 22 25 -8 -16 26 -1 28 -22 -5 right_child=1 9 -4 15 -6 -7 12 -9 -10 -11 -12 -13 -14 -15 24 -17 -18 18 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 16 9 2 29 4 5 23 7 8 9 10 11 12 13 24 15 16 18 18 19 28 21 22 23 24 25 26 27 28 29 leaf_value=-0.035746 0.0345569 -0.00428293 -0.0443296 0.051273 -0.0489231 -0.0306632 -0.0115354 0.0521056 -0.0420943 -0.0500166 -0.00726888 0.0646628 -0.0508747 -0.0425942 0.0203547 0.0188806 4.41891e-06 0.00538932 -0.0502621 0.0288255 -0.0503111 -0.0503794 -0.00399819 -0.041572 -0.00529302 -0.050446 -0.0236991 -0.0406426 -0.0438475 0.0590928 leaf_count=2592 158 331 422 797 365 265 675 176 146 472 196 104 1884 1238 503 236 188 713 1320 191 11427 5420 863 785 632 1641 1364 1671 2078 153 internal_value=0 0.105772 0.165175 0.207572 0.0738941 0.133931 -0.362748 0.196234 0.111079 -0.285442 0.204559 0.290916 -0.205103 -0.143975 -0.0770141 0.39666 0.179871 -0.417078 -0.218376 0.462008 -0.437189 -0.375977 -0.316041 -0.22509 0.0947281 -0.372459 -0.321544 -0.485661 -0.493516 0.534985 internal_count=39006 4200 3397 2975 1598 1233 34806 968 792 803 646 450 5717 3833 2595 1377 346 29089 2033 1141 27056 11880 6460 1460 1135 5597 3956 15176 13505 950 Tree=554 num_leaves=31 split_feature=13 10 14 86 25 60 38 56 92 58 86 4 6 29 30 22 6 37 23 18 14 70 42 19 72 47 41 51 34 26 split_gain=15.0513 15.1754 11.365 8.474 8.16918 6.08997 6.46001 6.83977 5.64511 5.3667 5.18747 5.01339 4.95138 4.3447 4.43521 4.19534 5.5782 4.5173 4.20176 4.47498 4.15159 8.14292 6.32084 3.98735 3.64397 3.49251 5.03039 3.12854 3.09302 3.06342 threshold=3.5 6.5 3.5 0.5 1.5 0.5 7.5 0.5 3.5 2.5 2.5 0.5 2.5 0.5 1.5 1.5 0.5 0.5 2.5 0.5 0.5 1.5 1.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 12 20 -2 -9 15 14 -6 17 -17 18 24 -20 22 -22 25 -3 27 26 -1 -5 -27 -7 right_child=10 23 -4 8 13 29 -8 11 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_parent=26 10 23 2 27 14 29 6 11 8 9 10 11 12 13 14 16 16 17 19 19 21 21 22 23 24 28 26 27 28 29 leaf_value=-0.0129748 -0.0388941 0.0484859 -0.0456689 0.0235441 0.0201579 0.00736379 0.0553711 0.00900223 0.0548412 0.0259765 0.0240289 -0.0339421 -0.0351777 -0.0261573 -0.0276618 0.0678798 -0.00750392 -0.00230915 -0.00490215 0.0644761 -0.0370569 0.050916 -0.0534654 0.00627676 0.0595361 -0.0249092 0.0091112 -0.0237301 0.0290216 0.0547939 leaf_count=5820 6363 2939 2722 1464 1878 311 149 2115 131 346 104 176 344 131 195 219 131 1891 1184 130 3770 161 663 514 179 3386 1062 120 126 282 internal_value=0 0.0250425 0.0061672 0.0174617 -0.0243919 -0.0613911 -0.0776203 -0.0867143 0.112866 -0.133483 -0.319806 0.0451343 0.0928371 0.12529 0.163704 0.110838 0.411966 0.0874064 0.161511 0.010597 -0.150151 -0.30202 -0.115348 0.375986 0.245826 -0.0917588 -0.0441633 0.196617 -0.213046 0.255881 internal_count=39006 32539 29086 26364 20571 18367 17774 17625 5793 15334 6467 2291 5662 2204 2073 5318 350 4968 3077 1314 14988 3931 11057 3453 1763 10394 6882 1584 3512 593 Tree=555 num_leaves=31 split_feature=14 24 35 84 84 38 74 39 17 33 3 63 92 9 63 14 17 88 12 42 52 30 85 75 55 10 70 53 85 85 split_gain=7.23275 7.43619 6.20874 6.03354 9.00312 6.6257 4.88163 4.92534 4.93224 4.45203 4.36639 3.74532 4.03233 3.74132 4.4993 3.60048 5.30089 4.13384 3.99055 3.54896 3.95439 4.42291 3.56997 6.23265 3.43321 3.92949 3.82583 4.41015 3.34761 3.32872 threshold=6.5 5.5 4.5 0.5 7.5 0.5 1.5 0.5 1.5 3.5 0.5 16.5 2.5 0.5 1.5 1.5 0.5 1.5 1.5 7.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 11 6 7 8 13 24 -3 12 15 -1 -15 17 -17 18 19 20 21 22 -5 -24 25 28 27 -27 -7 -22 right_child=-2 10 -4 4 -6 9 -8 -9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 29 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_parent=13 0 10 2 22 4 28 6 7 8 9 10 11 12 14 14 16 16 17 18 19 29 21 23 23 24 27 26 27 28 29 leaf_value=5.03544e-05 -0.0404527 -0.0421153 -0.0440321 0.0147563 -0.0322968 -0.0129997 -0.0370407 -0.0151469 -0.0356738 -0.0364172 0.0193304 -0.0285622 -0.0401224 0.0396447 -0.0315921 -0.0233753 0.0421828 0.0466557 -0.0251719 -0.0220324 0.0128772 -0.0119515 0.0247489 0.0649693 0.0289493 0.0477216 -0.00728967 -0.0048159 0.0265442 -0.032899 leaf_count=9536 1925 2244 1259 1100 397 1310 2022 10110 1503 309 189 184 107 844 161 816 162 477 353 172 609 235 836 306 563 377 204 385 197 114 internal_value=0 -0.00302559 0.00926539 0.0165045 0.0960587 -0.0238918 -0.070242 -0.0519078 0.00726921 0.0909105 -0.30788 0.13004 0.145447 0.0331116 0.267472 0.158526 -0.0639402 0.187911 0.157418 0.17966 0.200993 0.250951 0.288723 0.376893 0.118227 0.0588931 0.197391 0.322896 -0.0541785 0.000524036 internal_count=39006 37081 34648 33389 5868 27521 24176 22154 12044 3345 2433 5471 5287 10541 1005 5180 978 4202 3725 3372 3200 2477 2242 1142 3036 2473 966 762 1507 723 Tree=556 num_leaves=31 split_feature=13 68 77 34 42 31 76 71 35 37 70 66 72 90 89 67 12 59 74 47 36 19 74 53 25 58 25 50 23 75 split_gain=14.2752 12.0314 11.0154 10.7362 12.8059 9.0616 8.13931 7.82364 7.32563 7.01742 5.99208 5.3868 9.72699 7.2253 5.52709 6.0608 5.31955 5.13009 4.66829 4.47012 4.83658 4.41998 4.27817 4.59688 6.07697 4.42765 4.23828 3.91241 3.82071 4.73534 threshold=3.5 12.5 20.5 6.5 0.5 3.5 0.5 4.5 5.5 1.5 6.5 1.5 0.5 1.5 2.5 0.5 2.5 2.5 1.5 2.5 1.5 1.5 11.5 0.5 2.5 1.5 1.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 14 16 15 -1 22 -5 -17 20 -7 -2 23 25 27 28 -11 -25 29 -13 right_child=21 -3 -4 17 -6 19 -8 -9 -10 26 -12 13 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=15 21 1 2 17 4 20 6 7 8 26 10 29 12 13 14 18 16 17 18 19 20 21 22 27 24 25 26 27 28 29 leaf_value=-0.01843 -0.0453679 0.0480608 0.0518518 0.046193 -0.0243782 -0.0121449 -0.029483 -0.0513568 -0.0365306 0.0274314 0.0509386 -0.0125765 0.0269135 -0.0374223 0.0342872 0.0107524 -0.046566 -0.0167682 -0.048479 -0.0336159 0.0459324 0.00253484 0.0445565 0.0211638 -0.0374246 -0.0512783 -0.0270306 0.0662554 0.0169388 0.0253427 leaf_count=8444 6179 774 176 402 4717 1802 1116 1367 714 1467 110 1825 1183 336 163 1096 282 174 100 1079 122 245 303 2033 463 336 266 109 1267 357 internal_value=0 0.0178552 0.00688062 -0.00242269 -0.016018 0.00968722 0.035884 0.0502698 0.0587333 0.0694287 0.0426772 0.0332187 -0.0346619 0.0928657 -0.0861153 -0.110327 0.114709 0.345021 0.0523294 -0.166304 -0.062961 -0.347752 0.128257 0.107863 0.210828 0.0359911 0.235927 0.251504 0.0580462 -0.0395258 internal_count=39006 32582 31808 31632 31056 26339 23336 22220 20853 20139 18406 18296 10985 7311 9803 9640 6975 576 1196 3003 1924 6424 6693 6390 2605 3785 1733 2142 3449 2182 Tree=557 num_leaves=31 split_feature=42 14 63 13 16 59 70 61 45 90 91 58 37 61 28 16 52 40 85 43 3 39 24 25 54 12 7 66 35 77 split_gain=11.6751 8.86848 8.83331 7.71556 9.75898 5.58744 5.70035 6.44835 5.65499 4.67057 5.45823 4.55803 4.65295 4.3484 4.30048 5.85185 4.31752 4.26866 4.10106 3.8072 3.75663 3.50964 4.65513 3.2989 3.25717 4.15108 3.48842 3.15027 3.09442 2.9999 threshold=0.5 4.5 5.5 3.5 1.5 7.5 2.5 0.5 0.5 3.5 2.5 0.5 0.5 6.5 0.5 0.5 1.5 0.5 3.5 0.5 1.5 0.5 2.5 0.5 0.5 0.5 0.5 3.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -5 6 7 9 19 10 11 12 14 27 15 16 21 -8 23 24 -21 22 -1 -13 25 26 -9 -2 29 -26 right_child=13 -3 -4 4 -6 -7 17 8 -10 -11 -12 18 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_parent=22 27 1 2 4 4 5 17 26 8 9 10 23 12 13 14 15 16 17 18 20 20 21 22 23 29 25 26 27 28 29 leaf_value=-0.0174112 -0.0438501 -0.048082 -0.0382537 -0.0372009 0.0403174 -0.0403659 -0.0401846 0.00567194 -0.00898313 0.0394473 0.051323 0.0149672 -0.0388484 0.0178775 0.0198467 0.0121943 0.0442962 0.00496048 -0.0315486 0.000339725 0.0423059 -0.0417019 0.0459143 0.0743479 0.0196805 0.0389096 0.0256166 -0.0107678 -0.0179709 -0.0366452 leaf_count=4740 5299 1831 2107 4583 118 2025 557 1781 2049 131 151 634 2003 106 630 807 116 293 174 1802 313 2368 185 164 570 729 1304 1092 179 165 internal_value=0 0.00900198 0.0183392 0.0299195 -0.229293 0.0460142 0.0531502 0.0662992 0.115803 -0.0136462 -0.0320127 -0.0488017 -0.0918483 -0.276449 -0.0583547 -0.0981473 -0.171122 -0.199769 0.134249 0.143132 0.0412849 -0.196816 -0.136131 0.217048 0.185218 0.225716 0.172497 -0.338189 0.0572483 0.143684 internal_count=39006 32509 30678 28571 4701 23870 21845 20995 8892 12103 11972 11821 10849 6497 8846 8216 7409 850 972 6843 2115 7293 4925 798 4728 3814 3085 6391 914 735 Tree=558 num_leaves=31 split_feature=39 8 85 66 65 28 2 12 31 24 52 17 77 21 54 89 73 40 14 46 61 31 86 37 47 63 74 44 6 43 split_gain=9.63257 9.24869 7.10275 6.75544 7.91619 5.40144 4.48939 4.464 4.5996 4.27461 6.44893 4.18119 5.2943 4.1206 5.71656 4.02583 3.99047 3.20651 3.59799 3.2077 3.15107 4.37859 3.14976 2.9791 2.91953 2.90367 2.8922 3.02966 4.22846 5.59688 threshold=4.5 2.5 7.5 2.5 0.5 0.5 2.5 9.5 9.5 3.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 2.5 6.5 2.5 0.5 0.5 0.5 0.5 0.5 11.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 9 15 8 17 10 11 12 -1 14 -7 16 20 18 19 26 21 -6 -22 -13 -12 -3 27 28 -5 -30 right_child=-2 25 -4 7 6 13 -8 -9 -10 -11 24 23 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=12 0 25 2 28 21 14 6 7 8 9 24 23 12 13 14 15 16 17 18 19 22 21 22 23 24 25 26 27 29 29 leaf_value=-0.0254831 -0.0417826 0.00857979 -0.0487882 0.011115 0.00547548 0.0111681 -0.0423366 -0.0305884 0.0528324 -0.0513427 0.0770404 0.0204607 0.0143978 -0.0126425 0.101144 -0.024516 -0.0177139 -0.0281279 -0.0343912 -0.039949 0.0318128 0.0525698 0.0885315 -0.0281161 0.00562224 -0.0471176 -0.0373037 -0.0116616 0.0230051 0.0856995 leaf_count=9835 3935 326 875 6474 1473 385 1442 391 154 1838 153 1733 468 569 140 827 561 423 576 152 426 342 156 673 109 2569 330 835 706 130 internal_value=0 0.0112253 0.0259918 0.0346833 -0.0394377 -0.111481 0.120186 0.0929631 0.105747 -0.150434 -0.122298 -0.15461 -0.204265 0.18088 0.421339 0.158769 0.208632 0.092916 0.103324 0.113368 0.266772 0.17067 0.478838 0.0758022 0.391525 -0.367853 0.121352 0.128935 0.145175 0.319568 internal_count=39006 35071 32176 31301 21130 15903 5227 10171 9780 14809 12971 12709 10303 1094 525 3785 2958 9626 9203 8627 2397 1815 582 2406 262 2895 8475 8145 7310 836 Tree=559 num_leaves=31 split_feature=56 65 46 16 41 38 52 47 66 58 76 0 47 66 39 24 91 25 24 47 85 2 71 8 1 63 0 57 84 65 split_gain=7.13891 6.94637 7.13674 6.10323 5.44101 5.1358 4.76814 4.60301 5.42747 5.05324 4.45158 4.77049 5.1107 6.72353 4.58496 8.40215 8.45131 4.77937 4.18376 5.27083 4.45039 6.36399 6.4186 6.04514 5.16544 5.15124 7.78125 6.82576 8.31019 6.78807 threshold=1.5 9.5 1.5 1.5 4.5 5.5 4.5 9.5 13.5 2.5 3.5 1.5 1.5 0.5 7.5 7.5 0.5 2.5 7.5 6.5 1.5 0.5 4.5 0.5 0.5 4.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 -9 10 11 14 -13 -14 17 16 -16 18 20 -20 21 22 24 -24 25 26 27 28 29 -1 right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 -11 -12 12 13 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 6 8 8 9 10 12 13 13 16 15 16 17 19 19 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.00287828 -0.0369211 0.0618974 -0.0369409 -0.0268276 -0.045028 -0.0537991 -0.0438925 0.0344538 -0.021493 -0.0303953 0.0459789 -0.0265653 0.0337056 -0.011618 -0.00184654 0.0420789 0.0249639 -0.0385555 -0.0208355 0.0183614 0.00635477 -0.0162767 0.018319 -0.0198797 -0.0308551 0.0079981 0.0173492 -0.040865 0.0161452 -0.0247283 leaf_count=8870 2548 102 1289 2000 889 335 479 359 111 597 203 624 140 625 951 242 506 1372 448 143 5025 3742 1053 121 1065 1669 1071 714 660 1054 internal_value=0 0.0112478 0.00965451 0.0122857 0.0153471 0.0170095 0.0183306 0.0198229 0.22768 0.0166434 0.0189411 0.0174585 -0.108484 0.00442384 0.0230385 0.103854 0.0620119 0.0143106 0.0163479 -0.124399 0.0214405 0.00267809 0.0125492 0.135619 -0.00163318 0.00347085 -0.0172871 -0.0332739 -0.0255493 -0.0448158 internal_count=39006 36458 36356 35067 33067 32178 31843 31364 470 30894 30297 30094 1389 765 28705 1699 1457 27006 25634 591 25043 20018 16276 1174 15102 14037 12368 11297 10584 9924 Tree=560 num_leaves=31 split_feature=19 56 91 3 47 23 24 14 8 47 54 39 41 84 66 6 31 38 87 13 66 66 63 15 31 31 12 63 69 43 split_gain=7.58476 6.10818 5.75102 5.7061 5.44151 6.75515 8.26057 6.46682 9.3839 5.43819 5.13582 5.19375 5.13579 5.58552 4.90344 5.24929 4.83828 4.66919 5.27605 4.51307 4.30073 4.20731 4.11522 4.02254 3.89029 5.06363 3.80816 3.62157 3.62059 3.76492 threshold=4.5 1.5 0.5 2.5 3.5 0.5 2.5 10.5 0.5 1.5 0.5 2.5 0.5 0.5 2.5 0.5 0.5 0.5 4.5 7.5 2.5 0.5 8.5 0.5 8.5 7.5 0.5 2.5 4.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 6 -6 9 16 10 24 26 13 19 -7 -16 -9 18 22 21 23 -4 -11 -8 25 28 -12 -19 29 -1 right_child=-2 -3 12 -5 5 14 20 8 -10 17 11 -13 -14 -15 15 -17 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 21 3 6 14 23 16 8 22 26 11 12 13 15 15 16 27 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00317405 -0.0498682 -0.0388866 -0.001392 -0.0445556 -0.00178705 -0.00835641 0.0275691 0.00081617 0.0541413 -0.0196072 -0.0163822 0.00893905 -0.0203101 0.017604 0.0146107 -0.0363425 0.0332294 0.0255212 0.0106339 0.0215378 0.00701885 -0.027427 -0.000897602 0.0622619 0.0205495 -0.0279711 -0.0625966 -0.0189453 0.0178207 -0.0168902 leaf_count=12354 917 2396 1497 1813 445 999 279 691 131 3644 1274 240 3136 732 1898 293 190 654 278 219 204 1896 429 226 312 130 489 129 487 624 internal_value=0 0.0162343 0.0187642 0.0293527 0.0316155 0.10766 0.24229 0.018075 0.154725 0.00752537 0.0244763 -0.118541 -0.0729378 -0.00858201 0.0448427 0.114958 0.0792421 -0.0695139 -0.0994304 -0.0823253 0.367237 -0.134036 -0.138486 0.451573 0.034997 0.0278205 -0.225337 0.138298 0.0332172 0.0248889 internal_count=39006 38089 35693 28213 26400 4344 1154 22056 1012 21044 15910 2003 7480 4344 3190 2191 881 5134 4351 3612 709 3393 4073 505 13907 13595 1763 783 13465 12978 Tree=561 num_leaves=31 split_feature=23 79 46 16 0 39 63 84 61 81 55 0 24 41 74 69 53 85 87 31 73 14 71 19 23 73 78 69 84 14 split_gain=8.83908 6.48573 6.07829 5.78846 5.76547 6.04728 5.58403 4.83421 7.79515 5.51824 5.04156 6.16576 6.47452 6.85325 6.98332 4.98282 5.02142 4.32298 4.19194 4.16538 4.17164 4.35008 3.99131 4.37437 4.55054 3.85037 3.59017 3.57535 4.07045 3.19672 threshold=3.5 2.5 1.5 1.5 5.5 16.5 4.5 2.5 2.5 0.5 0.5 0.5 2.5 1.5 0.5 0.5 0.5 13.5 4.5 0.5 0.5 1.5 2.5 0.5 0.5 0.5 0.5 1.5 1.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 19 16 -15 -2 -12 20 29 -22 -9 -24 -25 -14 -13 -10 -29 -1 right_child=17 -3 -4 -5 -6 -7 -8 22 27 -11 18 26 25 15 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 28 -30 -31 leaf_parent=29 17 1 2 3 4 5 6 22 27 9 18 26 25 16 14 15 16 17 18 19 21 21 23 24 24 25 26 28 28 29 leaf_value=-0.00566739 -0.029529 -0.0439588 -0.0522424 -0.0430841 0.0386223 -0.0411377 -0.0331023 0.00112101 -0.037144 -0.0508719 0.0113674 -0.0222177 0.0152443 0.0775526 -0.0368556 -0.00681798 0.00453464 0.0318615 0.0490199 -0.0301012 0.00945695 0.0710962 0.0139485 0.0695084 -0.0016687 -0.013372 0.0159394 -0.0185117 0.0521294 0.0152875 leaf_count=5758 8912 2321 823 1026 286 365 1542 624 1922 918 1250 2228 3107 291 1546 392 509 142 183 1397 546 107 603 153 130 346 282 648 139 510 internal_value=0 0.00270568 0.00931963 0.0145525 0.0205605 0.0131732 0.0199816 0.0277078 0.0101889 0.0277958 0.0339629 0.0147442 0.0388375 -0.0199207 -0.0486531 0.291861 0.506254 -0.245377 0.193061 -0.0174891 0.0055279 0.258798 0.16467 0.278504 0.51838 0.124113 -0.159213 -0.237666 -0.0120759 -0.022372 internal_count=39006 29952 27631 26808 25782 25496 25131 23589 22079 19370 18452 17019 14509 11056 9864 1192 800 9054 1433 8318 6921 653 1510 886 283 3453 2510 2709 787 6268 Tree=562 num_leaves=31 split_feature=33 82 48 13 75 74 20 33 33 61 14 8 23 39 53 91 47 82 24 23 39 23 33 66 91 13 53 14 85 47 split_gain=29.8719 5.68786 4.94528 4.60948 3.16346 2.9385 2.84127 2.45717 2.02089 1.57434 1.40539 1.09924 0.844222 0.686335 0.855197 0.664946 0.6657 0.594671 0.57295 0.516751 0.592284 0.197303 0.38677 0.0778947 0.00153105 4.61331e-05 2.91263e-05 1.55799e-05 1.74083e-05 5.57115e-06 threshold=1.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 4.5 1.5 0.5 8.5 0.5 1.5 0.5 0.5 1.5 1.5 0.5 1.5 0.5 1.5 11.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=7 2 3 4 5 6 8 11 15 10 12 18 -9 14 21 16 -2 -3 19 20 23 24 -23 -1 -10 27 -21 28 29 -20 right_child=1 17 -4 -5 -6 -7 -8 9 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 25 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 16 17 2 3 4 5 6 12 24 9 10 11 12 13 14 15 16 17 29 26 20 22 22 23 24 25 26 27 28 29 leaf_value=-0.0246366 0.01784 -0.0229113 -0.0478198 -0.0457505 -0.01708 -0.0159426 -0.0107338 -0.0123701 0.0542835 -0.0508026 0.00666363 -0.0208903 -0.0411376 0.0658439 0.0227129 0.00322828 0.0448407 -0.0566617 -0.0504666 -0.0504349 -0.0504193 0.0286514 0.0526275 -0.0332976 0.0527537 -0.050196 -0.0502286 -0.0502172 -0.0502958 -0.050368 leaf_count=2784 243 355 437 257 299 258 193 864 329 1817 1036 1586 1962 116 205 200 113 413 1339 2537 1952 169 311 1743 299 7555 3208 1479 3270 1677 internal_value=0 0.102438 0.15143 0.18843 0.224022 0.266186 0.306399 -0.376877 0.350176 -0.222735 -0.150601 -0.43111 -0.256549 0.447236 0.40918 0.203403 0.272218 -0.395485 -0.453862 -0.394369 -0.341144 0.474105 0.414091 -0.280373 0.535748 -0.502689 -0.50357 -0.503273 -0.503508 -0.504146 internal_count=39006 4197 3429 2992 2735 2436 2178 34809 1985 5679 3862 29130 2826 1429 1313 556 356 768 27544 12224 6479 1108 480 4527 628 15320 5745 7765 6286 3016 Tree=563 num_leaves=31 split_feature=45 13 14 56 92 34 38 91 79 66 71 39 46 28 44 0 4 61 58 7 37 8 75 36 87 29 33 21 61 58 split_gain=13.2049 12.0157 10.1983 8.2584 8.13639 7.57133 7.12385 7.26659 6.3127 5.78659 5.1992 5.17307 5.05355 4.86924 4.85973 6.46199 4.66631 4.24584 4.75116 4.22335 4.16538 4.29609 3.94653 3.86425 3.79902 3.79625 4.17432 3.95824 4.47465 4.13388 threshold=2.5 3.5 3.5 3.5 4.5 7.5 2.5 0.5 0.5 3.5 1.5 1.5 1.5 2.5 0.5 0.5 0.5 1.5 1.5 2.5 3.5 12.5 5.5 0.5 4.5 1.5 1.5 4.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 -2 7 8 11 -3 13 20 19 16 -8 -16 17 18 23 -10 21 22 24 -9 25 26 27 28 -1 -30 right_child=5 9 -4 -5 -6 -7 14 10 12 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=28 5 9 2 3 4 5 14 23 19 9 10 11 12 13 15 15 16 17 18 19 20 21 22 23 24 25 26 27 29 29 leaf_value=0.00158988 0.045035 -0.0460043 -0.0437185 0.0317235 0.0595324 -0.0336709 0.00397312 0.0196302 0.00654125 -0.000905631 -0.0269436 -0.0302755 0.0458171 0.0479865 0.0283845 0.11361 -0.0277203 -0.00265301 0.0603877 -0.0511992 -0.0500172 -0.0475792 -0.047704 -0.0162521 -0.0461397 -0.054337 -0.0304454 0.0419166 -0.0334327 0.0117911 leaf_count=8014 2502 5606 2701 718 109 108 489 2378 2929 831 488 3222 217 229 333 120 295 1557 115 177 452 969 553 464 480 220 1306 118 952 354 internal_value=0 -0.00801861 0.00960379 0.0202035 0.00698613 0.348732 0.000119155 -0.0137869 -0.0519758 -0.307027 0.0869641 -0.0862913 0.0823497 0.115067 0.25746 0.476164 0.087326 0.115953 0.187827 0.0340969 -0.0643834 -0.0547343 -0.0442062 0.146389 -0.0345626 -0.0249393 -0.0168435 -0.000546515 -0.0117361 -0.208975 internal_count=39006 36396 29959 27258 26540 2610 26431 25489 19963 6437 5526 16640 3323 5038 942 453 4809 4514 2957 3106 13418 12966 11997 2842 11444 10964 10744 9438 9320 1306 Tree=564 num_leaves=31 split_feature=24 44 61 14 29 8 31 75 91 55 37 51 24 39 57 66 38 69 85 55 45 53 10 66 0 63 75 47 38 49 split_gain=6.93957 7.2744 8.66172 7.59704 7.20374 6.88925 6.48782 6.14375 5.39201 5.70298 4.9529 5.07273 4.7703 4.65353 4.4437 5.06353 4.05149 3.85997 4.65372 3.54496 3.668 4.65188 3.57398 3.53279 5.21329 3.6484 3.49973 3.83509 5.05063 3.63021 threshold=5.5 0.5 4.5 6.5 0.5 10.5 1.5 5.5 0.5 2.5 0.5 0.5 1.5 2.5 1.5 6.5 1.5 8.5 8.5 1.5 0.5 0.5 0.5 2.5 1.5 4.5 1.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 12 10 -10 13 -12 14 16 15 26 23 18 19 20 21 22 -3 24 25 -1 27 29 -29 -8 right_child=-2 17 -4 -5 -6 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=25 0 22 2 3 4 5 29 7 9 9 11 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 28 28 29 leaf_value=-0.00284045 -0.030887 -0.0100809 -0.0442075 -0.0509619 -0.0319312 -0.0409435 -0.00329173 -0.033618 -0.0343453 0.0206744 0.00827429 0.0566072 -0.00465123 -0.0295086 -0.0158177 0.00456537 0.0300735 0.0524072 -0.0253742 -0.0320505 -0.0143137 0.0368953 0.0265384 -0.0204333 0.058846 0.0442822 0.0807185 0.0803211 0.0216872 0.0458748 leaf_count=8458 2526 527 2107 1513 2426 1633 826 413 4999 103 3075 507 552 2691 439 474 227 100 107 117 430 814 265 2581 247 117 169 292 132 139 internal_value=0 -0.00361014 -0.0308254 -0.0177848 -0.00791785 0.0071562 0.0184535 0.147877 -0.0167203 -0.225225 0.00635658 0.130579 0.189552 -0.033161 0.261616 0.31089 -0.0099501 0.134669 0.103485 0.14775 0.176661 0.223166 0.0749735 -0.0284963 0.00178319 -0.0139152 0.410185 0.347169 0.529411 0.172861 internal_count=39006 36480 34120 32013 30500 28074 26441 3436 23005 5102 17903 3582 3023 14321 2471 2032 11630 2360 2260 2153 2036 1606 792 11403 8822 8575 1558 1389 424 965 Tree=565 num_leaves=31 split_feature=39 68 85 57 83 34 77 47 18 74 35 90 77 72 35 3 87 6 56 87 14 16 61 20 75 84 19 8 65 58 split_gain=14.3851 10.0371 9.6348 9.05499 8.96059 8.27903 7.06062 7.8688 6.46469 5.90004 6.24907 5.6897 6.38673 5.6512 5.26714 5.20968 5.09905 4.91507 4.82235 4.77041 4.58312 4.25789 4.05762 6.53987 3.99455 3.6034 2.95311 2.86529 2.69717 2.69652 threshold=2.5 15.5 1.5 4.5 2.5 6.5 20.5 4.5 7.5 17.5 7.5 1.5 0.5 4.5 0.5 1.5 1.5 0.5 0.5 1.5 3.5 1.5 0.5 0.5 5.5 2.5 2.5 1.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 15 24 16 20 27 -7 -4 22 -16 23 25 -14 26 -1 -2 -9 -24 right_child=17 -3 19 -5 -6 18 -8 28 -10 -11 -12 -13 14 -15 21 -17 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 27 1 19 3 4 18 6 28 8 9 10 11 24 13 21 15 16 17 18 19 20 21 29 23 24 25 26 27 28 29 leaf_value=-0.00287233 -0.0385687 0.0495591 -0.0091338 0.0375668 0.0598467 0.0585762 0.0496866 -0.0375604 0.054972 0.0455575 -0.0552285 -0.0321776 0.0258842 0.048045 0.00688238 -0.0330659 -0.0373555 0.00935362 0.000599536 -0.0404957 -0.0438718 -0.0347166 0.00997323 -0.0617161 -0.0140816 -0.0534541 0.0364312 -0.000494973 0.00602618 -0.0362022 leaf_count=7310 6695 633 3913 952 132 246 130 1367 180 253 435 543 1118 251 479 2987 1188 333 210 2110 1223 163 4225 504 105 264 117 519 196 225 internal_value=0 0.0211441 0.0117394 0.0378163 0.0237738 0.0152649 0.00250256 -0.00568794 0.0103607 0.00298093 -0.00515528 0.00210142 0.013411 -0.0242844 0.126295 -0.034235 -0.0183074 -0.261385 0.37452 -0.155769 -0.00460039 -0.0358666 0.00587042 -0.0466028 0.212742 -0.0271823 -0.0147392 -0.332072 -0.291526 0.084414 internal_count=39006 31459 30826 24803 23851 23719 23263 23133 21570 21390 21137 20702 20159 18294 1865 18043 15056 7547 456 6023 13868 642 12645 8195 1223 7691 7427 7214 1563 4450 Tree=566 num_leaves=31 split_feature=87 14 8 66 58 39 61 76 9 38 86 13 46 40 25 12 12 84 81 85 52 15 90 52 47 29 73 47 74 86 split_gain=12.4709 8.82619 6.9444 6.16511 6.11605 6.23041 7.83132 6.40765 7.55619 6.6448 7.51559 5.34361 4.19733 4.31077 4.6998 4.17657 4.13509 7.9181 5.33976 4.68839 3.88286 3.84632 6.84943 6.16689 6.98688 4.18034 4.09952 3.86254 3.80667 4.02848 threshold=1.5 5.5 5.5 10.5 7.5 3.5 5.5 0.5 0.5 0.5 4.5 3.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 3.5 2.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 20 5 7 -7 8 9 10 11 12 13 16 -15 -9 17 18 19 21 -2 22 23 26 -25 -23 27 -1 29 -11 right_child=3 -3 -4 -5 -6 6 -8 15 -10 28 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 25 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=27 20 1 2 3 4 6 6 15 8 29 10 11 12 14 14 15 16 17 18 19 20 25 22 24 24 25 26 27 28 29 leaf_value=-0.0182351 -0.0423518 -0.0510461 -0.0435047 0.0126672 0.0322783 -0.0455595 0.0208313 0.0020442 -0.0174543 -0.00694533 0.0699719 -0.0307742 -0.0231861 0.0365 -0.00632912 0.0388689 0.0177589 -0.028808 -0.0422661 -0.0453081 0.0122511 0.0154501 0.0566915 0.08572 0.00350371 0.0680576 -0.047034 0.00585116 0.0248238 -0.0392315 leaf_count=2577 5951 1775 1766 281 363 2926 132 667 3097 1868 138 1740 792 544 281 631 2655 1515 1198 247 139 3047 136 220 288 102 615 2217 181 918 internal_value=0 0.0136369 0.0224628 -0.271626 0.0305516 0.0192014 -0.248623 0.0323075 0.0145763 0.0401482 0.0680511 0.0580123 0.0705351 0.0828398 0.252165 0.245867 0.0593527 0.0226124 0.057705 0.0747403 -0.364516 0.0888355 0.0282405 -0.00461384 0.346897 0.192252 -0.0527094 -0.0221171 -0.132876 -0.185134 internal_count=39006 32635 30860 6371 29094 28731 3058 25673 24375 21278 18311 18173 16433 15641 825 1298 14816 12161 10646 9448 6090 9201 6052 5916 508 3149 5408 4794 2967 2786 Tree=567 num_leaves=31 split_feature=24 74 17 33 63 83 2 33 15 91 54 70 66 85 13 7 0 48 28 79 28 25 78 71 19 47 61 19 1 77 split_gain=11.4316 8.14598 6.7082 6.22214 5.65428 5.57555 6.24273 5.29424 5.04173 4.91504 5.39337 7.38399 4.81052 4.61574 4.56889 4.26294 4.12444 3.96951 3.68776 3.92552 4.07671 4.35946 4.13483 3.63651 3.53369 3.26884 3.15478 2.9919 2.82488 3.87786 threshold=0.5 0.5 0.5 4.5 0.5 0.5 1.5 0.5 2.5 2.5 0.5 1.5 6.5 0.5 1.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 1.5 0.5 1.5 2.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 15 5 8 6 9 -4 13 10 11 14 -6 -3 16 17 23 26 19 20 21 22 -12 28 -22 -9 -2 -27 29 -1 right_child=1 4 7 -5 12 -7 -8 25 -10 -11 18 -13 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=29 26 13 7 3 12 5 6 25 8 9 22 11 12 13 14 15 16 17 18 19 24 21 22 23 24 27 26 27 28 29 leaf_value=-0.0029855 -0.0365633 0.00820465 -0.0133628 -0.0521687 -0.0345073 0.0395944 -0.0371356 -0.00331156 -0.0234996 0.0605764 0.00577697 0.0346941 0.00987852 0.05006 -0.0374755 0.000303009 0.0203367 0.00989431 -0.0170354 -0.0172338 0.0920529 0.0737741 0.0516818 -0.0430214 0.0298365 0.0683994 -0.00503131 0.00770767 -0.0291926 0.0262499 leaf_count=4689 10703 891 2657 1692 1556 464 3385 688 530 286 853 355 744 749 1096 902 905 635 171 440 114 234 112 1039 116 286 1196 184 925 409 internal_value=0 -0.0967743 -0.165558 0.0689043 0.0621715 0.080062 0.0610156 0.00460462 0.201018 0.077535 0.0664824 0.0189115 -0.118782 0.291824 -0.0178316 -0.241364 0.00540338 -0.289847 0.203974 0.250451 0.299693 0.21798 0.154579 -0.0348754 0.595103 0.243568 -0.323856 0.44471 -0.0134738 0.0114077 internal_count=39006 21721 17251 17285 4470 15593 15129 3815 2170 11744 11458 9418 2300 1640 9063 13436 7967 12534 2040 1869 1429 1199 965 7062 230 1158 11899 470 6023 5098 Tree=568 num_leaves=31 split_feature=56 74 65 65 87 39 8 84 46 26 61 79 39 71 84 40 47 33 85 55 20 69 76 41 44 47 71 7 91 9 split_gain=8.26643 5.98701 4.85772 5.81887 8.28541 6.29819 9.10469 8.03201 5.5808 5.07855 4.77974 4.73938 5.07601 5.2749 5.73333 5.70292 5.3551 4.57724 4.23652 4.2009 5.94711 4.68502 4.65128 4.34484 4.32247 6.16069 4.1604 3.83927 3.53955 3.40649 threshold=1.5 1.5 8.5 0.5 2.5 2.5 2.5 4.5 0.5 0.5 2.5 3.5 11.5 5.5 2.5 1.5 8.5 0.5 0.5 0.5 1.5 5.5 0.5 1.5 0.5 2.5 8.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 8 5 6 7 26 9 11 -6 12 13 15 -15 16 19 18 -14 20 23 22 -21 24 -1 -26 -5 -3 29 -7 right_child=-2 27 -4 4 10 28 -8 -9 -10 -11 -12 -13 17 14 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=24 0 27 2 26 10 29 6 7 8 9 10 11 18 14 14 15 16 17 18 22 20 21 22 23 25 25 26 27 28 29 leaf_value=0.00375577 -0.0412425 -0.00750133 0.053835 -0.0324633 0.00382443 -0.00992113 0.00458339 0.0156336 -0.0182535 -0.0100341 0.0371696 -0.0462973 0.0265977 0.0279712 0.000394559 -0.0272848 0.0256203 0.0454148 -0.00664656 -0.0153788 -0.0229825 0.0284443 0.0332485 -0.0156742 0.00226871 0.049784 0.00120973 -0.0405541 0.0153091 0.0244916 leaf_count=14314 2554 1611 112 5992 641 715 473 179 1270 2859 164 204 214 591 374 650 479 181 212 1201 282 128 100 956 363 253 120 1246 443 125 internal_value=0 0.00937993 0.0137724 0.0124481 -0.0498801 -0.0942241 -0.16079 -0.237984 0.0258332 0.0304978 0.10165 0.0374093 0.0391849 0.0330047 0.160097 0.0248841 0.0288713 0.193704 0.107731 0.0239021 0.0323677 -0.0830642 -0.120534 0.037644 0.042948 0.23843 -0.287 -0.181153 0.00496433 -0.0574126 internal_count=39006 36452 33595 33483 8852 8047 6764 6291 24631 23361 805 20502 20298 19691 965 18726 18076 607 426 17597 16168 1429 1301 15886 14930 616 6112 2857 1283 840 Tree=569 num_leaves=31 split_feature=77 59 61 13 0 42 41 8 39 42 85 33 20 56 52 85 9 34 7 82 75 18 87 24 23 63 85 7 33 84 split_gain=6.73017 5.84002 5.2713 5.09189 5.46169 5.15466 5.97824 6.51416 4.79641 4.92566 4.77099 6.37141 5.25732 4.86023 4.18652 4.0799 4.87668 3.95201 3.92682 3.80983 4.04627 4.79936 4.59631 4.8102 3.96977 3.72272 3.69544 3.70693 3.55452 3.9707 threshold=1.5 2.5 10.5 10.5 2.5 13.5 0.5 4.5 0.5 1.5 0.5 1.5 1.5 0.5 1.5 13.5 2.5 0.5 2.5 4.5 0.5 0.5 1.5 0.5 7.5 1.5 1.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 10 8 9 -8 11 13 15 18 25 16 19 28 -1 20 21 24 23 -22 -12 26 27 -5 29 -10 right_child=-2 -3 -4 14 -6 -7 7 -9 17 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=18 0 1 2 27 4 5 9 7 29 9 24 11 12 13 14 15 16 17 18 19 23 21 22 23 24 25 26 27 28 29 leaf_value=0.00162198 -0.0303232 -0.0442714 -0.0512559 0.0218032 -0.0238933 0.0302918 -0.0341248 0.0170082 -0.0101802 -0.000657042 0.00470416 -0.0322551 0.0305603 -0.0349721 0.0516346 0.0318832 -0.0213812 0.0103241 -0.0406063 0.0390119 -0.0453675 0.0311586 0.0104709 -0.00709318 0.0355172 0.038697 -0.00973465 -0.0110729 -0.0273124 0.0139844 leaf_count=10397 1617 3285 484 505 1199 159 2986 286 1403 272 6964 2172 278 1203 102 186 331 896 656 167 408 256 340 772 160 124 336 135 631 296 internal_value=0 0.0195504 0.0216962 0.0233798 0.0158205 0.019731 0.0163599 -0.0568631 -0.0879854 -0.225104 0.0316605 -0.0117735 0.0565476 0.000978048 0.138684 0.0490246 0.0434728 -0.0448568 0.00995156 0.0505751 0.0462547 0.0617952 -0.0552755 -0.139671 0.0531561 0.107842 0.0677058 0.144774 -0.0881069 -0.0478758 internal_count=39006 37389 34104 33620 32418 31219 31060 6770 6484 3258 24290 14428 9862 12256 1202 9584 9398 3226 11053 9067 8900 7380 1520 1180 7124 1100 976 640 2330 1699 Tree=570 num_leaves=31 split_feature=82 85 63 79 70 87 11 66 42 84 78 24 59 49 13 79 39 59 7 66 47 41 12 38 85 72 85 0 24 24 split_gain=10.3546 8.29209 8.00729 7.02055 6.91404 5.83919 6.43517 5.44857 4.44191 7.02017 6.49856 5.57797 4.50817 4.81602 4.42461 4.38928 4.10953 3.72075 3.78687 4.24609 6.34534 3.40363 3.36552 3.32329 3.23708 3.13701 3.04069 3.005 2.98676 4.03861 threshold=0.5 18.5 3.5 2.5 1.5 0.5 0.5 3.5 0.5 2.5 1.5 2.5 0.5 0.5 3.5 0.5 5.5 1.5 1.5 7.5 5.5 2.5 0.5 0.5 2.5 0.5 1.5 0.5 8.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 22 13 16 -9 -12 27 18 19 20 21 23 -1 25 -25 -7 -2 -10 29 -13 right_child=26 -3 -4 -5 -6 17 -8 14 12 -11 15 28 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=22 26 1 2 3 4 25 6 14 27 9 15 29 12 13 14 15 16 17 18 19 20 21 22 24 24 25 26 27 28 29 leaf_value=-0.0124689 -0.0423624 0.0665583 -0.0308972 -0.0488482 -0.0385579 0.00743329 -0.0307669 -0.0355486 0.0275678 0.0377091 0.00330879 0.0200343 0.0382792 -0.0379877 0.0297933 0.0808062 -0.0245135 0.0371878 -0.0269296 0.0618017 -0.0338771 0.0382562 -0.0498242 0.00114866 -0.0562225 0.0353549 -0.00351724 -0.02505 0.0469094 -0.00934104 leaf_count=7100 4380 108 2887 2492 1470 5917 1754 3405 773 366 316 595 367 230 187 134 210 511 509 222 809 170 1126 277 133 336 828 148 132 1114 internal_value=0 0.00971622 0.00413498 0.0155205 0.0219476 0.0298754 -0.0260615 -0.00293064 0.0208428 -0.0213817 -0.0495784 -0.0738237 0.146984 0.055576 -0.253974 0.409758 0.128954 0.0796031 0.0681476 0.0786418 0.0710513 0.0861904 -0.153364 0.0745465 -0.19941 0.087329 -0.317125 0.214121 0.0527 0.0191732 internal_count=39006 33798 33690 30803 28311 26841 17957 16203 12611 10883 10517 10067 1728 1361 3592 450 1131 8884 8373 7864 7642 6833 8226 6663 410 6253 5208 921 1841 1709 Tree=571 num_leaves=31 split_feature=33 82 33 74 23 37 33 56 66 7 19 71 47 66 82 70 39 53 74 85 61 7 32 47 66 23 17 87 23 39 split_gain=24.7908 5.24034 4.48882 2.89804 2.86184 2.55187 2.51068 2.01154 1.68333 2.49782 1.41949 1.22997 0.864684 0.853205 0.78351 0.765124 0.737341 0.819871 0.769646 0.965991 0.72766 1.67555 0.552466 0.347067 0.274367 1.1452 0.187378 0.136935 0.078904 0.00354882 threshold=1.5 0.5 5.5 0.5 5.5 0.5 0.5 0.5 4.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 4.5 3.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=6 2 3 5 7 8 16 12 9 13 11 20 26 -2 -3 -14 17 18 19 24 21 28 -11 -18 25 -1 29 -21 -8 -4 right_child=1 14 4 -5 -6 -7 10 -9 -10 22 -12 -13 15 -15 -16 -17 23 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 13 14 29 3 4 5 28 7 8 22 10 11 15 13 14 15 23 17 18 27 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00683792 0.0133746 -0.019495 0.0519659 -0.0495403 -0.0175285 -0.040355 -0.0083911 -0.00365147 -0.0279018 0.0214666 -0.0510645 -0.0424683 0.0112842 -0.0149263 -0.0576061 0.0426301 -0.0502731 -0.050358 -0.0504195 -0.0354695 -0.0255036 0.0326422 0.047837 -0.0308014 -0.00388152 -0.0437742 0.0386205 -0.0503119 -0.0198431 0.054147 leaf_count=1186 265 346 590 468 110 384 396 135 182 121 1586 1236 178 313 423 142 11915 6562 2331 1272 1251 418 136 1992 1085 1423 255 1266 841 198 internal_value=0 0.0839109 0.132177 -0.0105947 0.282045 0.0450442 -0.357293 0.343185 0.104069 0.155661 -0.199923 -0.138735 0.401866 -0.00335711 -0.385356 0.272669 -0.41361 -0.361012 -0.311871 -0.265888 -0.0697778 0.00837563 0.364926 -0.480804 -0.17874 -0.222074 0.487456 -0.423709 -0.140671 0.526801 internal_count=39006 4246 3477 1869 1608 1401 34760 1498 1017 835 5728 4142 1363 578 769 320 29032 15125 8563 6232 2906 1655 257 13907 3694 2609 1043 2538 1237 788 Tree=572 num_leaves=31 split_feature=45 13 71 92 34 38 41 39 66 34 8 37 42 66 4 46 3 37 33 6 54 87 36 75 66 54 66 61 66 63 split_gain=12.8144 11.2161 9.19598 8.51443 8.04316 8.36077 6.65402 6.96091 6.37549 6.10125 5.60804 5.30698 5.25409 5.13081 4.87736 5.95739 5.14535 4.88217 7.58721 4.70635 5.58762 4.64939 4.4951 4.1913 3.95568 5.04143 3.92308 3.89582 3.82909 4.69861 threshold=2.5 3.5 3.5 4.5 1.5 6.5 5.5 0.5 3.5 7.5 12.5 3.5 1.5 3.5 1.5 1.5 2.5 0.5 2.5 1.5 0.5 2.5 1.5 0.5 1.5 0.5 3.5 0.5 5.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 10 -3 -2 11 14 -6 -9 15 16 17 18 21 20 28 22 -1 -7 25 -17 -8 -22 29 -15 right_child=9 8 -4 -5 12 23 26 13 -10 -11 -12 -13 -14 19 -16 24 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 9 8 2 3 12 23 26 13 8 9 10 11 12 29 14 25 16 17 18 19 27 21 22 23 24 25 26 27 28 29 leaf_value=0.00799468 0.0443318 -0.0474194 -0.044034 0.0632297 0.0230735 0.0105436 0.0381331 -0.0226086 0.00142233 -0.0285451 -0.047513 -0.0462802 -0.0244099 -0.00384733 -0.0461846 0.0127985 0.0438562 -0.0137389 -0.0486386 -0.0548048 0.0699224 -0.0372605 -0.0337939 0.0783044 0.00835428 0.0806104 -0.00265209 0.0121564 -0.0242285 0.0690876 leaf_count=7574 2556 5577 2275 109 2529 140 412 6521 831 105 1007 378 287 606 182 172 348 2278 1316 265 148 416 456 132 408 127 215 429 1047 160 internal_value=0 -0.00899098 0.00763837 0.0172391 0.0106259 -0.0122493 -0.0219317 -0.0368169 -0.307811 0.350725 0.00340782 0.0130746 0.180403 -0.139336 0.0224593 0.0311014 0.00919638 -0.00223578 0.0331427 -0.0149946 0.0301717 0.0511897 0.0652179 0.460874 0.268646 0.489726 0.22801 0.29192 -0.0882867 0.112131 internal_count=39006 36345 29937 27662 27553 24737 24465 23838 6408 2661 14662 13655 2816 9176 13277 13095 12388 12040 9762 2655 2390 8446 8030 272 707 299 627 577 1813 766 Tree=573 num_leaves=31 split_feature=61 8 24 80 10 74 26 48 42 39 8 32 55 87 9 70 85 37 42 62 69 54 42 37 6 23 47 87 87 34 split_gain=6.94224 7.1388 6.82369 5.61935 5.70092 5.31167 5.22791 5.53959 6.00252 5.1755 4.52356 5.6028 5.41185 5.56114 4.68881 4.6594 5.28708 4.42828 4.42553 4.41052 6.47903 4.26574 4.20529 4.12079 3.9267 3.85815 3.51515 3.73833 3.45585 3.75426 threshold=4.5 10.5 5.5 0.5 0.5 3.5 1.5 1.5 0.5 5.5 0.5 2.5 0.5 0.5 0.5 0.5 4.5 1.5 2.5 0.5 0.5 1.5 7.5 1.5 2.5 4.5 0.5 8.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 9 7 21 -9 10 12 19 13 14 15 16 -1 -16 23 -12 -21 -6 28 26 -5 -4 27 -15 29 -14 right_child=-2 -3 25 24 6 -7 -8 8 -10 -11 11 -13 22 18 17 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=16 0 1 25 24 21 5 6 8 8 9 19 11 29 27 17 15 16 17 18 20 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0270817 -0.035677 -0.0434827 -0.0414476 0.0238127 0.0128249 -0.0442315 -0.0378984 0.0132738 0.105107 -0.0411207 0.00909662 -0.0541997 0.0274999 0.0210361 0.0188156 0.0004139 0.0370551 -0.044105 -0.0419273 0.110428 0.0122358 -0.0277318 -0.0367379 0.0470088 -0.027878 0.0149477 -0.0107772 -0.0340103 -0.0291798 -0.00542922 leaf_count=7900 2381 1686 2198 1486 4651 1178 2995 482 111 1712 2386 298 783 1862 675 1574 131 144 255 120 169 424 181 274 147 131 2082 157 156 277 internal_value=0 -0.00831648 0.000303878 0.0123365 -0.00519751 -0.0372652 0.101712 0.130056 0.551711 -0.0270137 -0.0162162 0.107396 -0.0463723 -0.0850088 -0.146558 -0.187774 -0.244694 0.0789281 0.0325344 0.14365 0.515064 0.0937975 0.0972134 0.0696127 0.18753 -0.297671 0.0274656 0.145137 0.140975 0.183218 internal_count=39006 36625 34939 32610 30977 22314 8663 5668 593 21136 19424 2973 16451 15054 10424 9605 8031 819 4630 2675 289 5075 1397 4375 1633 2329 4101 2019 1216 1060 Tree=574 num_leaves=31 split_feature=39 18 77 57 47 85 68 4 34 13 79 74 35 42 90 76 83 2 36 40 89 82 10 10 53 77 10 33 87 71 split_gain=13.3125 10.0172 9.65519 8.32361 9.52428 7.84203 8.03508 7.64082 5.95252 6.39342 5.1336 5.05063 5.71952 4.74146 5.9635 5.09506 5.46408 5.75147 5.08228 5.58956 4.82707 4.1248 4.52556 4.07495 3.87238 3.78025 3.6365 3.62172 3.40293 3.32749 threshold=3.5 14.5 14.5 4.5 4.5 2.5 4.5 0.5 21.5 1.5 2.5 16.5 6.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 9.5 3.5 5.5 5.5 0.5 0.5 3.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 11 -2 12 13 14 15 16 18 -18 23 20 -20 22 -5 27 -15 -7 -22 29 -11 -1 right_child=10 -3 -4 21 -6 25 -8 -9 -10 28 -12 -13 -14 24 -16 -17 17 -19 19 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 10 1 2 22 4 25 6 7 8 28 10 11 12 24 14 15 17 17 20 19 26 21 22 23 24 25 26 27 28 29 leaf_value=0.0010523 -0.0415394 0.0557829 0.045986 0.0488084 -0.0278315 -0.0335886 0.0323392 0.0207893 0.0568775 -0.0102619 0.0257097 0.0377271 -0.0503088 -0.0278409 -0.0375176 -0.0338093 0.056534 -0.0222488 -0.00192984 0.0580703 0.0396803 -0.0144505 -0.0101502 -0.0532862 0.0257879 0.00752012 -0.010094 -0.0519659 -0.0419273 -0.0464411 leaf_count=8938 5085 392 208 545 2710 3149 651 1248 108 2133 178 294 470 1672 440 604 209 153 1416 175 398 127 492 2131 530 202 128 1239 2148 833 internal_value=0 0.0132476 0.00523797 -0.00414589 -0.0175647 -0.000302379 0.0160889 0.00201786 -0.0188694 -0.0251485 -0.338907 -0.00536868 -0.014446 -0.0062055 0.0109992 0.0230184 0.0343419 0.363009 0.0205812 0.147146 0.0953932 0.275585 0.372319 -0.0140475 -0.203498 -0.241376 0.284509 -0.00542099 -0.227655 0.00244292 internal_count=39006 33743 33351 33143 31979 29269 25918 25267 24019 23911 5263 19630 19336 18866 16664 16224 15620 362 15258 2117 1942 1164 1037 13141 2202 3351 526 11010 4281 9771 Tree=575 num_leaves=31 split_feature=87 71 52 8 66 85 68 66 78 43 61 35 78 61 24 23 82 89 91 64 16 74 0 10 0 12 39 24 32 66 split_gain=11.9719 8.42356 8.24902 7.95188 8.44746 8.1381 4.85737 4.36929 5.37831 4.35821 3.62502 3.58761 3.6761 4.09316 4.01022 5.35917 6.63498 4.60039 4.14227 3.56898 3.47155 3.36441 3.30545 3.32559 3.19418 3.20944 3.46308 4.8728 3.80112 3.09478 threshold=2.5 4.5 1.5 4.5 0.5 0.5 0.5 11.5 3.5 1.5 8.5 12.5 2.5 9.5 2.5 1.5 2.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 1.5 0.5 1.5 0.5 7.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 10 9 22 8 19 11 20 12 13 14 15 18 17 29 -6 24 -1 -20 -4 -24 25 26 27 -7 -29 -17 right_child=-2 -3 6 -5 5 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 21 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=20 0 1 22 3 18 27 6 7 8 9 10 11 12 13 14 29 16 17 21 19 20 21 23 23 24 25 26 28 28 29 leaf_value=-0.0221535 -0.0383601 -0.0471678 0.0110942 -0.0465809 0.0124159 -0.0174359 -0.012426 0.0131395 -0.0740957 -0.0170031 0.0175743 0.0376074 -0.0342388 0.0512282 -0.0261874 -0.00955022 0.0456012 0.0446274 0.0466474 -0.0388228 0.0329366 -0.00429413 0.0413554 -0.00241482 0.020344 0.0279281 -0.0301024 0.00196211 0.0631942 0.0116027 leaf_count=11751 3923 1814 913 2032 2218 1156 365 631 117 1353 112 209 188 103 701 3558 589 480 668 721 218 121 593 123 473 303 2499 289 177 608 internal_value=0 0.00429642 0.0133106 -0.0150706 -0.00419194 0.0303414 0.164156 -0.0848774 -0.133444 0.0849182 -0.158673 0.104384 0.0881994 0.0992865 0.0860843 0.101927 0.0273159 -0.0110058 0.205163 -0.107382 -0.196142 0.380353 0.219353 0.338406 -0.0683679 -0.109458 -0.14269 -0.0471258 0.221205 -0.0381422 internal_count=39006 35083 33269 31275 29243 17162 1994 6366 5735 10796 12081 9443 9234 9046 8943 8242 5235 4646 3007 5618 11969 789 1629 716 4897 4424 4121 1622 466 4166 Tree=576 num_leaves=31 split_feature=13 63 14 85 2 17 6 57 75 76 46 45 52 39 42 77 6 82 30 17 40 79 35 73 23 67 4 10 9 69 split_gain=10.9473 7.6098 6.52896 5.30792 4.77652 4.95459 6.23515 5.57118 4.93698 5.07448 4.46219 4.25364 4.0911 5.21282 3.91513 3.84428 3.78465 3.49334 3.47048 3.73682 3.16921 2.98368 2.93629 2.90001 2.7954 2.61433 2.83135 2.65903 2.63116 2.63678 threshold=2.5 7.5 2.5 7.5 1.5 0.5 0.5 0.5 6.5 1.5 3.5 0.5 1.5 1.5 0.5 0.5 0.5 3.5 0.5 4.5 1.5 0.5 2.5 0.5 2.5 4.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 10 9 12 17 23 13 14 -1 -2 -4 18 19 20 25 -6 -9 -8 -22 26 27 28 -7 -30 right_child=15 -3 16 -5 21 7 11 22 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=14 15 1 16 3 21 28 23 22 8 9 10 11 12 13 14 15 16 17 18 19 24 21 22 23 24 25 26 27 29 29 leaf_value=-0.00274892 -0.0405841 -0.0472652 -0.0430925 -0.0477826 -0.000448427 0.0228768 0.0233501 -0.0317483 0.0412557 0.0449485 -0.029461 0.0745801 0.0200463 -0.036738 -0.0392315 0.00807405 0.024474 -0.0291076 -0.0281641 0.0731271 -0.0485065 -0.0456965 0.0229054 -0.0114181 0.0168468 -0.0226322 0.0567911 0.00171634 0.0217415 0.0748968 leaf_count=8980 7889 1805 3040 501 741 2255 725 1306 276 179 257 121 587 2203 1186 295 166 173 371 235 212 3402 182 351 167 160 206 773 101 161 internal_value=0 0.0143302 0.024251 0.0369108 0.0438441 0.0554511 0.0137068 0.139675 -0.0209802 -0.0352637 0.177772 0.204485 -0.0488266 -0.0706839 -0.0452318 -0.315566 -0.309838 0.20046 0.21835 0.236458 0.216043 -0.236569 -0.173468 0.150276 -0.115742 0.24293 0.259883 0.230902 0.273816 0.515747 internal_count=39006 30822 29017 25811 25310 21167 14608 6559 13411 13135 5071 1197 12956 12369 10166 8184 3206 4814 4641 4270 4035 4143 1488 1076 379 3656 3496 3290 2517 262 Tree=577 num_leaves=31 split_feature=35 59 52 42 38 13 33 81 87 62 54 4 25 42 8 39 24 40 87 71 8 64 10 77 30 47 23 63 86 24 split_gain=6.76345 6.40953 5.04289 6.03377 4.89025 4.47103 6.81165 5.07061 5.10768 4.85048 6.56729 6.39433 5.316 5.00813 5.86239 5.17217 4.94126 4.93223 4.81433 5.74596 5.35553 5.99299 4.78229 4.18162 4.2411 4.16354 4.02895 4.35618 4.09659 4.04854 threshold=4.5 2.5 2.5 0.5 5.5 2.5 1.5 0.5 1.5 2.5 0.5 1.5 1.5 1.5 4.5 3.5 3.5 2.5 0.5 4.5 1.5 0.5 0.5 0.5 1.5 3.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -4 5 7 18 9 -9 10 11 12 17 14 15 16 -12 23 22 20 21 -20 26 24 -1 -3 27 28 29 -7 right_child=-2 25 3 -5 -6 6 -8 8 -10 -11 13 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 0 25 3 3 4 29 6 8 8 9 16 11 12 13 14 15 16 17 21 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00209613 -0.0470792 -0.0513753 -0.0397368 0.0149764 -0.0530654 0.0429053 0.0318828 -0.0403529 0.0170468 0.0308955 -0.0349839 0.0679744 -0.0313667 0.0188539 0.0179329 0.00456549 0.00882004 -0.0534069 -0.00358382 0.0397597 0.0280898 0.0158748 0.0332897 -0.0159084 -0.0490537 0.0192241 0.0276172 -0.0135765 -0.0255286 0.00823865 leaf_count=15667 1281 3053 831 119 424 100 333 2734 136 187 2873 102 1107 189 108 181 175 207 3831 116 189 517 332 1547 147 347 348 290 105 1431 internal_value=0 0.00753444 0.0100136 -0.221912 0.0130923 0.0143826 0.0476076 -0.00497008 -0.253792 -0.000332325 -0.00396795 0.00808634 0.00564275 -0.131752 -0.174297 -0.225396 -0.292712 0.0099315 0.0377949 0.00698103 -0.00187545 -0.0135368 0.101048 0.0122985 0.0186961 -0.356062 0.0755555 0.0480059 0.0849889 0.107552 internal_count=39006 37725 34325 950 33375 32951 7592 25359 2870 22489 22302 18776 18674 3526 3337 3229 3048 17567 7259 4653 4537 4348 2606 17360 15814 3400 2274 1926 1636 1531 Tree=578 num_leaves=31 split_feature=59 28 46 38 63 35 42 25 39 73 41 31 12 91 88 47 53 0 69 24 59 47 21 74 46 14 38 85 69 70 split_gain=6.94523 5.67545 5.19707 4.77659 4.43215 4.56717 4.10366 4.18824 4.2979 5.93952 4.54481 4.0772 3.82516 4.0391 4.09609 3.82186 3.74748 3.58976 3.48517 3.15935 5.33025 5.12021 3.1479 3.06909 3.90393 3.4947 3.06442 5.65316 3.04449 6.25629 threshold=2.5 1.5 2.5 3.5 24.5 3.5 13.5 2.5 6.5 0.5 2.5 11.5 1.5 1.5 0.5 1.5 9.5 2.5 2.5 7.5 0.5 6.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 15 11 12 13 14 17 18 23 19 -10 -1 21 -21 -17 24 26 -25 28 -28 29 -16 right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 16 22 -18 -19 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_parent=19 0 1 2 3 4 5 6 7 18 9 10 11 12 13 29 22 16 17 18 21 20 21 22 25 24 25 27 27 28 29 leaf_value=0.00124704 -0.0478385 -0.0300604 -0.0486794 -0.0364055 0.0375473 -0.0319377 0.0286897 -0.034438 0.00375271 -0.00962884 -0.033804 0.0379337 -0.0182619 -0.0228149 -0.00837764 0.036088 -0.0471321 -0.025179 0.0277303 0.0374914 -0.0405464 -0.0101064 0.00992777 -0.0173414 -0.0267951 0.0217822 -0.0100464 0.0581017 0.0205648 0.0453805 leaf_count=19390 3474 1107 786 656 101 1377 150 1392 894 467 791 110 1165 1204 923 421 549 483 208 307 117 136 274 642 216 126 220 147 1034 139 internal_value=0 0.0217845 0.0247574 0.0264889 0.0285804 0.0263838 0.0286691 0.0259015 0.0278925 0.101638 0.0175787 0.0201567 0.0178503 0.0217521 0.0251215 0.144921 0.10431 0.014193 0.0860754 0.0174379 0.172218 0.244431 0.259082 0.115651 0.150401 -0.0412492 0.170651 0.382708 0.137775 0.0199081 internal_count=39006 35532 34425 33639 32983 32882 31505 31355 29963 2264 27699 26908 26798 25633 24429 1797 3996 20433 1102 19950 560 443 695 3447 2679 768 2463 367 2096 1062 Tree=579 num_leaves=31 split_feature=16 85 63 48 46 41 74 53 25 24 58 1 59 69 47 23 59 42 42 61 75 43 71 61 49 24 74 15 34 23 split_gain=8.10789 8.1637 7.88029 6.50887 5.43421 5.47136 6.51547 5.20891 5.88404 4.68399 4.63537 4.34467 4.09236 4.06915 4.45258 4.17163 3.45259 4.19242 5.12703 5.19396 4.02788 5.06062 4.95545 4.66854 3.57645 3.23327 3.85801 4.06017 3.57771 3.22372 threshold=1.5 17.5 3.5 0.5 0.5 1.5 1.5 3.5 0.5 2.5 0.5 0.5 3.5 3.5 3.5 2.5 1.5 5.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 -6 11 16 13 14 15 -7 17 18 19 20 21 -1 -23 -24 -20 28 27 -27 29 -10 right_child=-2 -3 -4 -5 9 12 -8 -9 25 -11 -12 -13 -14 -15 -16 -17 -18 -19 24 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_parent=21 0 1 2 3 9 15 6 7 29 9 10 11 12 13 14 15 16 17 24 19 20 22 23 23 24 27 26 27 28 29 leaf_value=0.0034456 -0.0425172 0.0616985 -0.0310488 -0.0205796 -0.0445168 0.0256276 -0.0452265 -0.0220431 0.0296012 0.0153495 -0.0198538 -0.0495227 -0.0382156 -0.0181518 -0.0198994 0.0808171 0.0358476 -0.0282092 0.0334359 -0.0195765 -0.0170169 0.00409593 0.0835124 0.00514089 -0.0204149 0.0204227 0.0471893 -0.0158629 -0.014625 0.0781124 leaf_count=9510 2588 111 3082 5529 1796 1099 1639 2133 454 181 1456 660 859 166 210 211 410 386 641 2412 1501 323 164 118 135 176 101 240 364 351 internal_value=0 0.0031183 -0.00263107 0.0085388 0.0222712 0.0312878 0.0123264 0.0202058 0.0325741 -0.267726 0.00803762 0.0238137 0.174449 0.205638 0.252722 0.302249 0.0301482 0.0220933 0.0329095 0.0140401 0.0358783 0.0549174 0.318058 0.581778 0.253726 0.176638 0.0822366 0.0140761 0.318022 0.397474 internal_count=39006 36418 36307 33225 27696 25719 23174 21535 19402 1977 17716 16260 2545 1686 1520 1310 15600 15190 14804 14028 11616 10115 605 282 776 1686 517 416 1169 805 Tree=580 num_leaves=31 split_feature=33 38 33 59 13 33 67 43 7 37 53 39 85 31 47 24 8 47 23 14 24 23 86 39 23 47 63 33 7 13 split_gain=20.9533 5.46684 4.76384 2.92537 2.63976 2.48869 2.45948 2.26315 1.44672 1.37011 1.23566 1.78755 1.17745 1.0711 1.32252 1.95269 0.986011 0.705402 0.579175 0.764955 0.534637 0.655804 1.06767 0.267399 0.191349 0.0636884 0.0670378 0.0529408 0.000564989 2.8768e-05 threshold=1.5 0.5 7.5 0.5 2.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 8.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 4.5 1.5 3.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=5 2 3 4 6 16 7 8 18 13 17 -12 -3 14 15 -7 20 28 27 -20 21 22 23 24 -1 26 29 -2 -4 -22 right_child=1 12 10 -5 -6 9 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 27 12 28 3 4 15 6 7 8 9 11 11 12 13 14 15 16 17 19 19 29 21 22 23 24 25 26 27 28 29 leaf_value=-0.0381003 0.0340284 -0.0137814 0.0523127 -0.0408833 -0.0403524 -0.00114593 -0.0347614 -0.0236886 -0.0117523 -0.0508543 -0.0106062 0.0452818 -0.0549229 -0.0415983 0.0198365 -0.0506795 -0.0194622 0.0262969 0.00593639 0.0352472 -0.0503071 -0.0503316 -0.00170271 -0.0503842 -0.0217881 -0.0410087 -0.0424015 0.0422418 0.0513932 -0.0501815 leaf_count=2555 105 329 498 687 255 854 219 268 126 1894 147 106 457 1265 747 946 1589 195 246 121 6152 5728 865 1623 1373 2137 1832 121 346 5220 internal_value=0 0.0597819 0.118147 0.00466025 0.0594948 -0.352011 0.109543 0.161876 0.223403 -0.193375 0.330012 0.141833 -0.354601 -0.133467 -0.0712881 -0.169427 -0.409568 0.425025 0.276505 0.188943 -0.432505 -0.372954 -0.311748 -0.376517 -0.330717 -0.482184 -0.49115 0.372169 0.519809 -0.502546 internal_count=39006 4226 3440 2148 1461 34780 1206 987 719 5706 1292 253 786 3812 2547 1800 29074 1039 593 367 27485 12144 6416 5551 3928 15341 13204 226 844 11372 Tree=581 num_leaves=31 split_feature=10 14 13 92 59 46 49 14 6 58 29 8 47 63 8 42 35 87 16 51 23 28 75 4 10 23 7 0 74 63 split_gain=11.077 9.54243 9.23742 8.12259 8.07556 5.26421 6.90352 5.51218 5.10818 4.94176 4.79843 4.75718 4.65178 6.23917 9.99943 6.59177 5.24118 4.92781 4.55614 4.54224 4.5503 4.1902 3.99026 3.92028 5.47037 5.86839 4.7812 4.71675 4.36245 4.70796 threshold=6.5 3.5 6.5 0.5 0.5 0.5 0.5 0.5 3.5 1.5 0.5 1.5 4.5 6.5 7.5 1.5 1.5 2.5 0.5 0.5 5.5 0.5 3.5 0.5 2.5 0.5 0.5 1.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 10 12 19 -9 -7 22 13 15 -15 16 17 23 -8 -6 21 -21 -5 24 25 27 28 -1 29 -27 right_child=-2 -3 -4 11 8 6 18 9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=27 0 1 2 22 19 10 18 9 8 9 10 11 12 14 14 15 16 17 18 21 20 21 22 23 24 29 26 27 28 29 leaf_value=-0.0162821 0.032533 -0.0429527 -0.0451272 0.0281269 0.0116313 0.00879514 0.023176 -0.0284084 -0.0622793 0.0308579 -0.0506028 -0.0229911 -0.0387442 0.079171 -0.0231191 -0.0466627 -0.0261506 -0.0465377 0.105635 -0.0399725 0.0364887 0.0213195 -0.0183162 -0.0358959 0.0396134 0.00167044 -0.00989507 0.0270435 0.0522021 0.0361981 leaf_count=3245 3446 2914 3140 1478 5801 1119 197 4870 152 244 238 247 1326 164 448 867 1613 822 113 408 136 102 296 352 592 1870 1398 312 364 732 internal_value=0 -0.00158714 0.00841137 0.0176324 -0.00435324 -0.0557351 0.114136 -0.0822157 0.0785658 -0.236132 0.0174654 0.190562 -0.046843 -0.0302529 0.358863 -0.0506785 -0.029431 0.00239501 0.566614 0.0886094 -0.140723 -0.257516 0.237512 0.0192767 0.0364853 0.0100823 0.101557 -0.109454 0.179989 0.121627 internal_count=39006 35560 32646 29506 27485 20886 1667 19219 6599 5114 1357 2021 14105 12779 612 12167 11300 9687 310 6447 646 510 1774 8865 8513 7921 4364 3557 2966 2602 Tree=582 num_leaves=31 split_feature=14 8 13 18 35 63 69 39 47 48 6 59 42 55 70 85 18 59 22 14 24 47 14 15 23 80 91 43 53 92 split_gain=6.85074 6.30488 6.49771 6.77638 5.82712 6.97441 4.70149 6.06484 4.33098 5.97907 4.433 4.26143 4.10127 3.75039 3.51676 3.4257 3.38998 3.27862 3.22671 3.12053 3.06879 3.22249 2.81417 3.02455 2.8031 2.74283 2.625 3.33689 2.68876 2.64589 threshold=6.5 10.5 6.5 0.5 1.5 0.5 0.5 0.5 3.5 1.5 0.5 0.5 0.5 0.5 2.5 5.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -4 5 6 7 13 9 11 -11 14 15 25 22 -6 -14 -10 19 -8 21 -9 -7 -24 -22 26 27 29 -29 -1 right_child=-2 -3 3 -5 12 8 18 20 17 10 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 24 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=29 0 1 3 3 15 22 19 21 17 10 10 11 16 13 14 15 16 17 18 19 24 21 23 23 24 25 26 28 28 29 leaf_value=-0.00965806 -0.0408387 -0.040616 -0.0341423 0.0512054 -0.0277009 0.0148387 0.00537103 0.0166539 0.0407434 0.0185638 0.0947855 -0.0105948 0.0255339 0.0206688 0.0565818 0.0141202 -0.0353129 -0.0144097 0.0235232 -0.0302618 -0.0344487 -0.0280213 0.00875695 -0.0268451 0.015633 0.037965 -0.0360709 0.0528185 -0.00985572 0.0426947 leaf_count=4288 1926 1703 3060 106 3939 3121 4560 1093 705 479 173 1893 326 783 121 144 120 161 625 546 3655 874 840 627 229 218 1652 284 613 142 internal_value=0 -0.000849397 0.00718594 -0.247603 0.0206204 0.0411615 -0.011202 -0.0690016 0.12467 0.0902268 0.515689 0.0635147 -0.136701 0.00501888 0.114314 -0.216209 0.110998 0.329237 0.071776 0.0227282 -0.210806 -0.0333126 0.0938627 -0.0477975 -0.298054 -0.0439671 -0.0651652 -0.0346311 0.28615 -0.0740868 internal_count=39006 37080 35377 3166 32211 27682 19562 13831 8120 7254 652 6602 4529 7980 4709 4083 446 866 5731 5106 5851 1967 4588 1467 3884 7197 6979 5327 897 4430 Tree=583 num_leaves=31 split_feature=13 14 30 18 42 1 86 47 77 50 89 88 8 74 19 70 39 59 47 68 53 82 24 40 31 70 91 77 19 63 split_gain=13.0971 10.3552 9.167 8.65588 8.37408 6.18969 8.2331 6.9432 6.99138 7.28647 4.96719 5.5646 5.14058 5.1411 4.47985 4.39559 4.42346 4.3398 4.53371 3.79364 5.25213 4.62373 3.77472 3.49706 3.49328 3.37151 3.41912 3.23328 3.17041 2.82231 threshold=3.5 4.5 3.5 14.5 0.5 0.5 0.5 4.5 0.5 0.5 0.5 0.5 15.5 19.5 1.5 1.5 1.5 4.5 0.5 0.5 7.5 2.5 0.5 1.5 1.5 0.5 2.5 5.5 4.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 15 -2 16 -1 18 -7 20 -6 -21 -11 29 -17 26 -13 -8 -20 -10 right_child=14 -3 -4 -5 19 17 27 -9 23 22 -12 25 -14 -15 -16 24 -18 -19 28 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=16 14 1 2 3 20 18 27 7 29 22 10 26 12 13 14 24 16 17 28 21 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00931213 -0.0463886 -0.0472896 0.0521265 0.0552855 -0.0333529 0.033598 -0.015536 -0.0306256 0.0196063 0.00848575 0.0169868 -0.00571939 0.0631404 0.0443783 0.0026364 0.0211286 -0.0378642 -0.0358464 0.00177335 0.0206802 0.0351829 -0.0277991 0.0674345 0.0489671 -0.025129 0.0349169 0.0528769 0.0199221 0.0337786 -0.0208359 leaf_count=8498 6210 2255 298 385 3191 1302 3911 1018 1080 276 1257 1819 330 197 252 366 2159 360 1204 453 478 184 120 188 120 404 178 109 296 108 internal_value=0 0.0214811 0.030618 0.0223174 0.0149463 0.0355642 0.0108011 0.0472327 0.0623395 0.0243244 0.00578052 -0.0261826 -0.0641958 -0.0754379 -0.345326 -0.0907439 -0.125891 0.16275 0.188747 -0.171101 -0.272207 0.0011777 0.42067 0.209832 0.108279 0.158492 0.0278162 -0.126578 0.0878091 0.160926 internal_count=39006 32544 30289 29991 29606 25300 22138 18118 17100 15724 15328 14071 11670 11340 6462 11143 10657 3162 2802 4306 3669 637 396 1376 486 2401 1997 4020 1500 1188 Tree=584 num_leaves=31 split_feature=13 14 16 63 42 61 59 69 58 33 35 8 40 16 52 91 58 76 83 47 39 24 61 67 8 86 23 15 6 89 split_gain=10.7479 9.51751 8.98053 8.8274 6.46494 5.27157 5.06501 4.51894 5.04766 5.04395 3.85177 4.80203 4.60111 4.73037 4.0991 3.77664 5.85068 5.76684 5.62828 4.40664 3.95101 3.70275 3.63468 3.5236 3.21585 3.0506 2.82822 3.23041 2.78437 3.20249 threshold=3.5 3.5 2.5 5.5 1.5 16.5 6.5 0.5 5.5 4.5 5.5 0.5 1.5 0.5 7.5 0.5 0.5 0.5 0.5 2.5 2.5 0.5 5.5 0.5 1.5 3.5 1.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 -2 4 5 6 7 9 10 15 11 12 14 -14 22 16 17 20 26 21 24 -18 25 -10 28 -9 -17 -28 29 -1 right_child=2 -3 -4 -5 -6 -7 -8 8 23 -11 -12 -13 13 -15 -16 18 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 2 1 2 3 4 5 6 25 23 9 10 11 13 13 14 26 21 17 18 19 20 21 22 23 24 25 27 27 28 29 leaf_value=0.00537173 -0.0392492 -0.041844 0.0437518 -0.0391646 -0.0390914 0.0497329 -0.0373161 -0.0241568 0.0404096 -0.0408234 0.0213473 -0.0330194 -0.000967487 0.0508033 0.0197969 0.0291771 0.0596576 0.0421927 -0.0476001 0.00142363 -0.0392952 0.0197547 0.0109376 -0.00470567 -0.034343 0.0242949 0.0211588 -0.0117255 -0.0285868 -0.0276248 leaf_count=6801 6317 2733 102 2149 1728 135 2318 4643 209 1660 230 1194 353 200 109 1622 308 381 155 319 980 438 186 113 669 168 603 445 574 1164 internal_value=0 0.00720537 -0.294878 0.0190464 0.0307454 0.0393283 0.0327539 0.0399836 -0.0335657 0.0762159 -0.0698057 -0.0976385 -0.0512177 0.161655 -0.109508 0.0853805 0.049071 0.00619711 0.178666 0.219097 -0.0154445 0.352184 -0.155305 0.215305 0.00173401 -0.209506 0.206186 0.0959569 0.0177222 0.0341898 internal_count=39006 32587 6419 29854 27705 25977 25842 23524 7405 16119 7083 6853 5659 553 5106 14459 11634 10569 2825 1065 10188 746 4997 322 9208 4811 2670 1048 8539 7965 Tree=585 num_leaves=31 split_feature=42 63 14 13 6 73 37 64 85 66 61 23 59 36 19 92 31 75 66 78 86 7 23 66 15 15 75 85 75 80 split_gain=8.25545 6.96367 5.71643 5.48339 4.64876 4.61871 4.56362 4.65557 5.56882 5.24162 6.8333 4.53743 3.85303 3.57258 5.59558 4.03863 4.01563 5.76491 5.04654 4.14124 5.27571 3.55835 3.76798 3.55723 3.28429 3.17558 2.96628 2.90966 2.85805 2.79359 threshold=0.5 7.5 2.5 4.5 1.5 0.5 2.5 0.5 0.5 0.5 2.5 2.5 0.5 0.5 0.5 0.5 0.5 5.5 1.5 0.5 1.5 3.5 3.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 -6 7 9 12 10 -1 -10 25 16 21 -16 19 18 -18 20 23 22 27 -11 -22 -9 -4 -15 -13 -2 right_child=29 -3 26 -5 5 -7 -8 8 11 13 -12 28 -14 14 15 -17 17 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=10 29 1 26 3 5 5 6 25 11 23 10 28 12 27 15 15 18 17 18 19 24 21 22 23 24 25 26 27 28 29 leaf_value=-0.0176828 -0.0327026 -0.0469044 -0.0446733 -0.0324437 0.0347876 -0.00810599 -0.0288672 0.0379447 0.0110648 -0.0167275 0.0330148 0.0807717 -0.0296732 0.0297401 0.00254581 -0.0652415 0.0327162 0.0401253 -0.0195226 0.0302714 0.0696623 -0.011634 0.00550845 0.00635199 -0.00114067 -0.00676361 0.0160123 0.0665719 0.0323533 0.0201422 leaf_count=7109 6163 1757 2620 3741 638 386 1179 348 610 2946 529 194 775 578 445 131 556 133 2632 610 148 157 429 2383 149 727 188 283 131 331 internal_value=0 0.0103692 0.0197056 0.0307777 0.0412243 0.226514 0.0237464 0.0348823 0.183937 0.0102226 -0.116113 0.36359 0.0115373 0.0483986 0.162641 -0.10166 0.0109293 -0.0938496 -0.144211 0.07191 0.0267448 0.265351 0.328154 -0.011726 0.439493 0.147762 -0.318611 0.436406 0.567326 -0.273415 internal_count=39006 32512 30755 27947 24206 1024 23182 22003 2785 19218 7638 935 1850 11580 2023 576 9557 3321 3188 6236 5626 1447 1290 5329 297 1075 2808 861 325 6494 Tree=586 num_leaves=31 split_feature=56 65 74 7 61 32 84 33 23 16 85 65 37 12 63 15 85 14 42 63 63 39 67 85 73 65 18 84 8 54 split_gain=6.25993 6.099 5.34303 5.65694 5.09799 4.6874 8.55695 6.98283 7.78226 6.18231 5.9969 8.99137 5.73139 5.41241 9.04592 5.48294 5.36265 5.30445 4.57019 4.22025 5.71129 6.38588 5.40307 4.14946 4.09526 4.11823 3.70754 3.8458 4.6525 3.82231 threshold=1.5 9.5 1.5 0.5 7.5 0.5 7.5 5.5 3.5 1.5 1.5 0.5 2.5 0.5 7.5 0.5 8.5 1.5 2.5 4.5 0.5 4.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 23 5 6 7 9 -9 10 11 19 13 16 15 -15 -7 -8 -14 20 22 -22 26 -4 -17 -26 27 28 29 -1 right_child=-2 -3 3 -5 -6 12 17 8 -10 -11 -12 -13 18 14 -16 24 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 0 1 23 3 4 16 17 8 8 9 10 11 18 15 14 24 16 17 18 19 21 21 22 23 25 25 26 27 28 29 leaf_value=0.00169708 -0.0367755 0.0569074 -0.0202142 -0.0468706 -0.0295233 0.00676854 0.0613209 -0.0325284 0.0648838 -0.0473686 0.0034949 -0.021307 -0.0409069 -0.0368291 0.0388785 -0.0111015 -0.0197682 0.007163 0.00659906 0.00564521 -0.0223926 0.0202464 -0.0275274 0.0208954 0.0485439 -0.0272958 -0.0390117 0.0203913 -0.0243131 -0.0268357 leaf_count=4786 2571 104 1347 1242 869 9379 118 737 218 1021 3987 3843 485 439 101 912 218 122 118 1093 1929 104 1027 254 130 123 386 300 514 529 internal_value=0 0.00378374 0.00226253 -0.181943 0.00636319 0.00880609 -0.0149238 -0.0216162 0.385757 -0.0262624 -0.0224743 -0.051347 0.0375848 0.0447749 -0.0737719 -0.131031 0.0599054 0.324962 -0.219391 -0.0282474 -0.0519061 -0.171048 -0.0227865 -0.0538758 -0.0549932 0.26262 -0.00661015 0.00116594 -0.0144008 0.00357363 internal_count=39006 36435 36331 2843 33488 32619 20714 20474 955 19519 18498 14511 11905 11302 1705 1604 9597 240 603 10668 9575 2033 7542 1601 1165 253 6515 6129 5829 5315 Tree=587 num_leaves=31 split_feature=75 28 41 47 38 63 31 88 2 69 34 74 4 18 53 47 39 25 76 64 69 15 65 89 65 46 88 37 39 32 split_gain=5.84413 5.24561 5.05446 4.30075 4.24913 4.37742 4.10433 4.32297 5.72929 6.6882 4.09637 4.23082 3.61144 3.59229 4.08709 3.68568 3.44785 4.38522 3.41607 3.25118 3.33524 3.69791 3.92596 3.23856 3.08758 3.18926 3.45098 3.52245 3.68767 3.6247 threshold=5.5 1.5 2.5 3.5 3.5 23.5 11.5 0.5 2.5 5.5 3.5 2.5 1.5 0.5 0.5 1.5 6.5 0.5 0.5 0.5 2.5 3.5 0.5 2.5 2.5 0.5 6.5 2.5 4.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -4 5 6 7 10 9 18 11 12 13 16 15 -15 17 23 24 20 21 -18 -23 -1 25 26 27 28 29 -9 right_child=-2 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 19 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 0 1 3 3 4 5 6 29 8 9 10 11 12 15 14 15 21 17 18 19 20 22 22 23 24 25 26 27 28 29 leaf_value=-3.29764e-06 -0.0528085 -0.0304133 -0.0377932 0.0309381 -0.0362115 0.0346292 0.0377213 0.00287359 -0.0384233 0.0411334 -0.0598886 -0.0286186 -0.0425494 0.0357125 -0.00666218 -0.00349914 0.0149101 -0.0172076 -0.0197059 -0.00844714 0.0340856 -0.0255882 0.0144106 0.0346928 -0.019675 -0.0214951 0.0505615 0.0390442 -0.00344992 0.0220847 leaf_count=18267 1392 1241 2332 232 607 116 110 1370 1736 254 421 1398 106 486 727 215 823 2595 389 344 193 207 137 376 378 496 106 286 558 1108 internal_value=0 0.0129923 0.0158007 -0.261827 0.0189191 0.0208506 0.018509 0.0165028 0.0826496 0.0972334 0.00497954 0.00638399 0.00938487 0.0111259 0.148813 0.252924 0.00563425 -0.00405452 0.0711372 0.0835249 0.121815 0.0848224 -0.0785466 0.00236865 0.0880444 0.103343 0.118241 0.104375 0.0845234 0.13794 internal_count=39006 37614 36373 2564 33809 33202 33086 32976 6681 4945 26295 25874 24476 24370 1428 701 22942 21238 4691 1704 1360 1167 344 18643 4302 3924 3428 3322 3036 2478 Tree=588 num_leaves=31 split_feature=75 85 63 16 46 84 61 33 48 58 66 38 47 78 87 42 13 39 59 13 88 23 52 59 42 41 35 13 31 70 split_gain=7.77925 6.77181 6.95533 6.02894 5.44443 5.26122 7.65291 5.87529 5.64044 4.68511 5.20367 4.86368 5.16509 5.28899 4.39315 6.81824 6.08678 6.23085 3.85735 3.36562 4.33377 3.23119 3.15355 3.71352 7.19231 3.22022 3.00512 2.94889 3.73646 3.70865 threshold=1.5 16.5 3.5 1.5 1.5 2.5 2.5 3.5 0.5 1.5 9.5 0.5 5.5 1.5 0.5 0.5 10.5 1.5 0.5 3.5 0.5 0.5 1.5 0.5 2.5 0.5 0.5 3.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 21 -13 20 -19 -1 23 24 25 -7 -21 -16 29 -29 right_child=-2 -3 -4 -5 -6 22 -8 -9 -10 -11 -12 18 -14 -15 27 -17 -18 19 -20 26 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=21 0 1 2 3 4 25 6 7 8 9 10 18 12 13 27 15 16 20 18 26 20 21 22 23 24 25 26 29 28 29 leaf_value=-0.0111589 -0.0350417 0.05208 -0.0297597 -0.0429553 -0.0516632 0.00468985 -0.0228029 0.0571276 -0.0261383 -0.0343273 0.0737633 -0.034962 -0.0309296 0.0370812 0.0148193 0.0188154 0.0500755 0.0181908 0.0201966 -0.0250971 -0.0444196 -0.0334432 0.0558412 0.0316256 -0.0366099 0.0410314 0.0261848 -0.00250259 0.0383635 0.0430499 leaf_count=2532 4015 132 3039 1600 1025 748 3527 1781 3503 545 296 1034 959 463 2821 1142 135 1258 391 548 170 3838 130 297 292 195 110 2223 154 103 internal_value=0 0.00538532 -0.000431776 0.010048 0.0164052 0.0212082 0.00336323 0.0210576 0.0149079 0.0267966 0.0344865 0.0298979 0.0418543 0.0514663 0.0403473 -0.0212838 -0.0720484 -0.0926348 -0.223967 0.0390782 0.127867 -0.187576 0.161098 0.127809 0.0382388 0.157521 -0.142537 0.0898689 0.0265188 -0.000829947 internal_count=39006 34991 34859 31820 30220 29195 27533 24006 22225 18722 18177 17881 16456 15497 15034 9733 8591 8456 1425 2086 1428 6370 1662 1532 1235 943 658 5301 2480 2326 Tree=589 num_leaves=31 split_feature=33 38 33 33 74 42 43 19 53 66 47 35 85 85 31 47 13 14 66 23 69 14 13 13 23 66 33 35 66 7 split_gain=21.3897 4.74542 3.97891 3.06408 2.61866 2.36712 2.69631 1.52463 1.27038 1.2291 1.98222 1.15313 1.05845 0.829084 1.31892 0.66472 0.644629 0.573532 1.09331 0.561324 0.608198 0.70781 0.569375 0.245407 0.235834 0.0847841 0.0799294 0.0463799 0.0394092 0.000358559 threshold=1.5 0.5 7.5 0.5 0.5 0.5 0.5 0.5 0.5 3.5 1.5 0.5 0.5 0.5 5.5 1.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 3.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 4 13 5 6 11 9 15 10 16 17 -3 14 19 29 24 18 23 20 21 22 28 26 -5 -10 -2 -15 -1 -4 right_child=1 12 8 7 -6 -7 -8 -9 25 -11 -12 -13 -14 27 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 26 12 29 24 4 5 6 7 25 9 10 11 12 27 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0261348 0.0254753 -0.0105234 0.052059 0.00167352 -0.0422474 -0.0300854 -0.0293333 -0.0510066 0.019703 -0.0413581 0.0321056 -0.0120308 -0.050123 -0.0502549 -0.0015157 0.0265786 -0.0346662 0.0358974 -0.0049912 -0.0503286 -0.0504398 -0.0503619 -0.00174426 0.0137769 -0.0175188 0.0074525 0.0367223 -0.0444252 -0.0337805 0.0513125 leaf_count=1853 108 333 503 434 480 229 434 1592 125 1255 643 168 462 9872 924 200 990 191 225 6774 2610 1424 1313 120 795 124 157 3020 1295 353 internal_value=0 0.0731785 0.127957 -0.348975 0.0237529 0.0700012 0.125517 -0.172707 0.324674 -0.109651 -0.0426809 0.189889 -0.318346 -0.415243 -0.357404 0.422789 -0.152814 0.232775 0.173097 -0.393168 -0.340917 -0.284687 -0.219015 0.267918 -0.0652605 0.132041 0.319894 -0.490433 -0.293603 0.51786 internal_count=39006 4212 3417 34794 2112 1632 1403 5709 1305 4117 2862 969 795 29085 16193 1056 2219 801 610 15269 8495 5885 4461 385 1229 249 265 12892 3148 856 Tree=590 num_leaves=31 split_feature=87 34 45 14 63 86 38 37 31 13 68 43 41 34 39 3 78 31 33 64 4 88 73 6 84 74 21 63 65 23 split_gain=10.5245 10.3465 10.1048 9.51586 9.38862 8.63036 7.75508 7.55342 7.98658 8.09794 7.08977 5.89689 5.59814 5.32308 4.93104 5.38339 5.74822 6.96488 4.38305 5.33914 4.72187 4.32147 4.84368 4.32003 4.21739 3.65127 3.49558 4.29698 3.69933 5.04939 threshold=2.5 1.5 3.5 3.5 3.5 2.5 6.5 1.5 5.5 4.5 4.5 0.5 8.5 11.5 0.5 2.5 3.5 0.5 1.5 0.5 0.5 2.5 2.5 1.5 1.5 11.5 0.5 5.5 2.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -2 6 7 8 9 12 13 -8 14 -3 15 16 18 -18 20 -20 21 22 24 -7 25 -1 27 -16 29 -28 right_child=4 10 -4 -5 -6 23 11 -9 -10 -11 -12 -13 -14 -15 26 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_parent=25 4 13 2 3 4 23 11 7 8 9 10 11 12 13 27 15 17 17 19 19 20 21 22 23 24 25 29 27 28 29 leaf_value=0.00560426 -0.0471043 0.0219039 0.0492072 -0.0487031 0.00837847 0.0271479 0.0108319 -0.0251664 -0.0358243 -0.044325 0.0852873 0.0939126 0.0410437 -0.0226426 -0.020194 0.048301 0.0803734 -0.00452924 -0.0355205 0.0416449 -0.0278046 -0.0518209 0.0527466 -0.0377123 -0.0289113 0.0540216 -0.00133679 0.0427543 -0.033277 0.0466201 leaf_count=7194 3331 3164 1459 2578 577 799 164 2215 1705 3258 359 133 263 270 5205 429 102 131 1660 104 384 101 254 122 439 390 1438 145 273 360 internal_value=0 0.0281947 0.00169148 -0.00915681 -0.264225 0.00155842 -0.0196167 -0.0297202 -0.00878004 0.00660841 0.207215 0.442554 0.019263 0.168167 0.00891942 0.04576 0.0332373 0.409981 0.017274 -0.230564 0.0365611 0.0542032 0.063575 0.225792 0.0504012 0.0665188 -0.0903795 -0.169358 0.0309592 0.10168 internal_count=39006 35098 31305 29846 3908 27268 26347 26050 23835 22130 3793 297 18872 3434 18609 11188 10759 233 10526 1764 8762 8378 8277 921 8023 7584 7421 5350 2071 1798 Tree=591 num_leaves=31 split_feature=14 8 31 39 75 36 29 38 33 84 23 66 6 45 37 80 86 62 7 74 63 46 89 18 87 7 61 13 40 17 split_gain=6.31643 6.0126 6.54736 5.3801 5.3305 5.20541 4.13297 4.49079 4.42491 4.03949 4.03904 4.5301 3.4095 3.16727 4.16059 3.5668 3.13184 3.27698 4.00138 3.34673 3.47339 3.4762 3.49806 3.70777 2.93192 3.32323 2.90891 2.83521 2.8227 2.80635 threshold=6.5 10.5 1.5 6.5 3.5 4.5 0.5 0.5 3.5 3.5 3.5 3.5 5.5 0.5 0.5 0.5 9.5 1.5 0.5 4.5 10.5 0.5 0.5 1.5 2.5 0.5 2.5 8.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 13 9 10 24 -12 16 14 15 26 17 19 -19 20 21 22 -4 -24 25 -9 27 29 -23 -1 right_child=-2 -3 12 -5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 22 3 4 5 6 25 8 9 11 11 12 13 14 15 16 18 18 19 20 28 23 23 24 25 26 27 28 29 leaf_value=-0.00312432 -0.0399618 -0.0401199 0.00512789 -0.0390119 -0.0471133 0.0599854 -0.0306509 0.0147607 -0.036391 -0.019525 0.0689878 0.00857347 -0.0383793 -0.0245498 0.0114816 0.0297426 -0.0340678 0.082622 0.000806979 -0.0413181 -0.0167457 0.0458011 0.0362528 -0.019988 0.0436348 -0.0231536 -0.0417725 -0.0396757 0.00323544 -0.0427158 leaf_count=12093 1897 1705 2828 2264 829 102 1585 930 287 119 275 280 184 3669 3065 352 109 125 101 556 262 479 685 463 117 360 1191 1054 221 819 internal_value=0 0.00284213 0.0105925 -0.0270916 -0.0160106 -0.00698595 -0.0137265 -0.00251074 0.115421 0.151627 0.200749 0.443862 0.102817 -0.0339252 -0.0182855 -0.0533564 0.115638 0.128528 0.484849 0.110768 0.123718 0.1485 0.107649 0.277332 0.120744 0.0612861 -0.0677705 -0.055503 0.340328 -0.0428117 internal_count=39006 37109 35404 29391 27127 26298 26196 24611 2368 2081 1962 555 6013 22243 18574 15509 5829 5720 226 5494 4938 4676 3976 1148 1407 1290 15157 13966 700 12912 Tree=592 num_leaves=31 split_feature=13 14 34 77 18 42 78 67 68 74 35 87 89 70 64 39 1 86 63 72 77 37 23 47 70 55 88 41 21 5 split_gain=10.8795 9.56699 8.63837 8.55714 8.73787 8.44674 7.97295 6.95467 7.08664 5.87149 5.97112 5.27068 5.11054 4.88038 4.71903 4.47846 4.15007 4.44998 5.06345 4.67278 5.43267 5.39405 4.51513 4.11514 4.05502 3.92873 4.78002 3.92268 4.82029 3.38913 threshold=4.5 2.5 15.5 23.5 14.5 0.5 4.5 8.5 16.5 18.5 6.5 1.5 0.5 7.5 3.5 3.5 0.5 0.5 6.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 13 -13 14 15 16 17 18 19 20 21 24 -21 -18 -1 26 -23 28 -26 -7 right_child=-2 -3 -4 -5 -6 29 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 23 -19 -20 22 -22 25 -24 -25 27 -27 -28 -29 -30 -31 leaf_parent=24 0 1 2 3 4 29 6 7 8 9 10 12 12 13 14 15 23 17 18 22 20 26 22 23 28 25 26 27 28 29 leaf_value=-0.0118834 -0.0403511 -0.0302845 0.0494519 0.0517435 0.0551416 -0.0225604 -0.0502373 0.0364565 0.0532466 0.0450266 -0.0393933 -0.0398229 0.00941817 0.0419727 0.0470265 -0.0350538 0.027937 -0.0126915 -0.028573 0.0495454 0.0174354 0.00555391 -0.000237837 0.0015066 0.00396641 -0.0400643 0.0445182 -0.0254665 0.0490299 0.0327828 leaf_count=8138 5066 3953 214 149 379 4200 541 373 397 317 738 1819 237 128 125 1216 1304 2874 921 399 904 910 204 1145 797 253 609 372 200 125 internal_value=0 0.00633642 0.0198866 0.0115673 0.00369961 -0.00383583 0.0173712 0.0255335 0.0144472 0.00681203 -0.000686527 0.0080583 -0.224358 0.0214093 0.0137816 0.0072226 0.015279 -0.00719114 0.0217907 0.0377373 0.0180164 -0.0202756 0.279117 0.13682 -0.0635366 0.150774 0.199194 0.0625039 0.132214 -0.194558 internal_count=39006 33940 29987 29773 29624 29245 24920 24379 24006 23609 23292 22554 2056 20498 20370 20245 19029 16580 13706 12785 12182 11279 603 2449 9507 1772 1519 1369 997 4325 Tree=593 num_leaves=31 split_feature=42 61 39 63 39 61 46 17 88 45 70 49 78 69 52 61 86 65 12 84 59 74 15 31 35 66 23 21 9 58 split_gain=9.77688 7.51819 7.48969 6.04797 5.77128 5.36722 5.30291 5.28138 5.25397 5.20137 4.40757 5.7104 4.07279 3.98565 3.93995 3.6923 3.42143 4.89534 4.50487 3.92858 3.71367 3.37019 2.57819 3.54434 2.52651 2.45816 2.75938 2.60537 2.50013 2.39438 threshold=0.5 0.5 0.5 2.5 2.5 4.5 3.5 3.5 5.5 0.5 0.5 0.5 1.5 0.5 0.5 3.5 2.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 2.5 16.5 5.5 2.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 13 6 -6 8 12 9 10 11 14 24 16 21 -2 17 18 19 20 22 25 23 -1 -4 26 27 28 -3 -15 right_child=15 4 7 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 29 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 15 28 24 3 5 5 6 7 8 9 10 11 12 29 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.014469 -0.035808 0.0157508 -0.0411168 -0.038866 -0.0361143 0.00581604 -0.053105 0.0385809 0.0528233 -0.0133346 0.000116983 -0.0134858 0.0243895 -0.0272577 0.030058 0.00168707 0.0511586 -0.0243606 0.0374354 -0.0349124 -0.0228714 0.0573918 0.0317682 -0.0153674 0.002348 0.0427863 -0.0262105 -0.0204237 -0.026482 0.0136199 leaf_count=2166 6021 2741 6575 1753 2525 496 359 119 173 2118 2014 772 213 1956 1382 478 108 1272 802 649 1106 134 621 1209 184 133 357 293 176 101 internal_value=0 0.00841933 -0.0725845 -0.0170828 0.0584105 -0.147052 0.0828772 -0.263045 0.0912968 0.079415 0.104229 0.1527 -0.313956 0.012584 0.185792 -0.264981 0.0523017 0.0346911 0.0778692 0.0347861 0.0680181 0.122012 0.11218 0.0613218 -0.363204 0.100454 0.0777158 0.104016 0.13351 -0.184924 internal_count=39006 32507 18834 11743 13673 3021 10652 7091 10293 10120 8002 5988 6972 9990 5216 6499 7933 7825 6553 5751 5102 3834 3996 3375 6759 3700 3567 3210 2917 2057 Tree=594 num_leaves=31 split_feature=13 14 8 6 23 42 68 49 36 52 24 15 52 65 61 58 0 72 3 17 85 0 15 61 66 76 61 41 3 7 split_gain=8.59252 7.13973 6.59399 5.12164 4.68189 4.74667 4.79486 4.12869 4.74418 4.01832 3.76689 3.99557 4.20574 3.70187 3.41529 3.08165 6.3079 3.05422 3.04623 2.99423 2.89236 3.45002 2.74915 3.06147 2.53396 2.43843 3.61507 3.18096 2.43799 2.69713 threshold=2.5 3.5 7.5 1.5 22.5 0.5 2.5 1.5 0.5 1.5 0.5 4.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 6.5 0.5 6.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 13 11 12 -1 18 17 25 -17 24 -5 -20 28 -22 23 -14 -12 26 27 -10 29 -16 right_child=-2 -3 -4 9 -6 -7 -8 -9 15 -11 14 -13 22 -15 20 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=12 0 1 2 18 4 5 6 7 27 9 24 11 23 13 29 16 16 17 19 19 21 21 22 23 24 25 26 27 28 29 leaf_value=0.00435138 -0.0283122 -0.041003 -0.0510292 0.0118611 0.0497412 -0.0246286 -0.032498 -0.0274025 0.0101367 -0.0196357 -0.0294948 -0.04824 0.0194692 0.0690689 -0.0181324 0.0641305 -0.0196628 0.0282502 0.0930469 0.0166924 0.0213764 -0.0259484 -0.00697733 0.0680646 0.00449171 0.0394162 0.0527035 -0.0231554 -0.044555 0.0210526 leaf_count=8485 8157 2590 1796 561 201 3538 1234 703 1879 194 2867 578 260 199 1010 164 146 234 107 150 1084 398 264 214 295 182 114 566 500 336 internal_value=0 0.019008 0.0296994 0.0377403 0.0194836 0.0122994 0.0259635 0.0366713 0.0474034 0.225216 0.0127608 0.0627616 0.0756037 0.296997 -0.0692424 0.161825 0.403856 -0.183141 0.214129 0.554351 0.0169253 0.129929 0.310658 0.418551 -0.226904 0.11605 0.0785658 0.0394593 -0.112271 -0.0331312 internal_count=39006 30849 28259 26463 25252 25051 21513 20279 19576 1211 16525 9801 9223 1017 6724 3051 310 3396 818 257 3328 1482 738 474 3162 2741 2559 2445 1846 1346 Tree=595 num_leaves=31 split_feature=80 56 25 69 6 63 71 14 47 42 15 1 79 23 15 40 13 63 18 47 76 67 29 58 14 47 13 13 71 85 split_gain=6.39792 6.00576 5.31484 4.58918 6.49008 5.64903 4.98519 5.81664 8.17159 7.10999 5.6754 6.21619 6.57322 5.1576 6.81241 4.93325 4.87653 6.9591 4.84006 6.19651 4.58879 6.07754 4.77915 4.65941 4.36011 4.07443 4.28321 3.94197 3.84498 3.84002 threshold=0.5 1.5 3.5 8.5 0.5 4.5 4.5 10.5 5.5 0.5 5.5 0.5 3.5 0.5 1.5 1.5 5.5 2.5 0.5 9.5 1.5 1.5 0.5 2.5 0.5 2.5 1.5 1.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 28 10 13 9 27 11 12 15 14 -8 18 17 -12 19 20 21 22 23 -1 -2 26 -24 -9 -6 -13 right_child=24 -3 -4 -5 5 -7 7 8 -10 -11 16 29 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 24 1 2 3 28 5 14 27 8 9 17 29 12 13 14 15 16 17 18 19 20 21 26 23 24 25 26 27 28 29 leaf_value=0.00166688 -0.0347056 -0.0391416 -0.0470971 0.0260013 -0.0357908 0.0299475 -0.00897764 -0.00178441 0.0591065 -0.0278995 -0.000288032 -0.0411453 -0.0566104 0.0422403 0.0400793 -0.0232397 0.0414135 0.0509249 -0.0156078 0.0295498 0.0364698 -0.0285566 -0.0102632 -0.0366695 -0.00163279 0.0370942 -0.0545843 0.0248226 -0.00215163 0.00661782 leaf_count=19404 1532 2229 1236 309 1926 105 167 537 115 201 832 1816 905 381 120 1041 154 100 1179 386 283 1035 1019 489 465 225 126 241 262 186 internal_value=0 0.00634339 0.00851261 0.0101138 0.0074522 -0.181945 0.0124715 0.102208 0.0257428 -0.0143092 0.00411854 -0.00226939 0.00164191 0.236521 0.101476 0.0036565 0.15014 0.0777053 0.00730591 0.0125589 0.00855058 0.00615901 0.0100519 0.0143068 -0.195555 -0.202638 -0.271221 0.0653948 -0.24852 -0.274902 internal_count=39006 37009 34780 33544 33235 2293 30942 1762 1094 979 29180 28094 26092 668 287 25187 1086 932 24146 22967 22581 22298 21263 19893 1997 1370 1145 778 2188 2002 Tree=596 num_leaves=31 split_feature=77 25 16 61 31 33 47 14 41 69 66 58 14 47 28 39 40 59 66 44 8 24 23 23 66 87 32 13 55 0 split_gain=6.6531 5.44098 4.59175 4.06111 3.95346 3.82057 4.24059 7.63653 5.26201 4.90279 5.27581 5.19624 4.29496 5.35413 4.56608 4.05999 4.03503 3.84143 6.10014 3.76915 3.61033 3.57966 4.48804 3.64904 6.37692 3.90665 3.52521 3.36827 3.24774 3.2255 threshold=1.5 1.5 3.5 10.5 11.5 11.5 4.5 10.5 2.5 2.5 6.5 1.5 14.5 0.5 0.5 9.5 1.5 0.5 12.5 0.5 2.5 3.5 6.5 0.5 1.5 1.5 1.5 3.5 3.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 16 9 12 11 15 14 -14 29 28 17 18 19 21 -2 22 26 24 -23 -26 -8 -16 -11 -1 right_child=20 -3 -4 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15 27 -17 -18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 20 1 2 3 4 5 26 7 8 28 10 11 13 13 27 15 16 17 18 19 20 24 22 23 25 25 26 27 28 29 leaf_value=0.000615509 -0.0479294 -0.0229158 -0.0516939 -0.0504419 0.0400408 -0.0497382 0.00992536 -0.0552271 -0.032521 0.00420662 -0.0395063 0.0526904 0.00775886 0.0548698 -0.0259858 0.0327855 0.0662325 -0.0145855 -0.0635726 -0.0246366 0.00325028 0.0626974 0.0457897 0.012508 -0.0196792 0.0358503 -0.0229112 0.0081284 0.0322626 -0.0173217 leaf_count=20479 1506 4251 688 452 113 891 929 145 1179 1961 277 127 502 120 1700 187 149 562 184 163 103 179 137 439 102 103 165 159 129 925 internal_value=0 0.0145927 0.0184004 0.0198864 0.0212321 0.0194161 0.0207099 0.0987988 0.0111823 0.0142615 0.0909395 0.106114 0.0015595 0.153179 -0.00500006 0.0883131 0.117723 0.105421 0.131377 0.146273 -0.312691 0.164604 0.0934476 0.265154 0.3908 0.143758 0.0514156 -0.174086 0.0628473 0.00152374 internal_count=39006 37397 33146 32458 32006 31893 31002 3257 27745 26566 2681 2404 23885 622 23263 2277 3112 2963 2401 2217 1609 2054 1231 823 384 205 1094 1859 2090 21404 Tree=597 num_leaves=31 split_feature=75 31 61 85 16 14 47 0 33 88 39 87 84 47 85 78 14 55 88 39 79 91 61 47 85 69 15 41 78 13 split_gain=8.03933 6.75471 6.23003 5.98287 5.77298 5.73637 6.84716 6.48998 6.84041 5.49293 4.73877 7.91334 7.31067 5.80074 4.45529 4.21047 4.20619 4.68683 4.08121 3.90305 4.69166 4.72269 4.4223 5.10476 4.17615 3.72097 3.29051 3.1162 3.20914 3.06265 threshold=1.5 5.5 6.5 16.5 0.5 7.5 0.5 5.5 3.5 1.5 0.5 1.5 3.5 4.5 0.5 1.5 2.5 11.5 0.5 11.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 18 8 9 10 11 12 16 15 -6 19 17 27 -7 20 21 -12 23 26 -25 -8 -23 -1 -29 -21 right_child=-2 -3 -4 -5 14 6 25 -9 -10 -11 13 -13 -14 -15 -16 -17 -18 -19 -20 29 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_parent=27 0 1 2 3 14 18 25 7 8 9 21 11 12 13 14 15 16 17 18 29 20 26 22 24 24 25 26 28 28 29 leaf_value=-0.036387 -0.0366245 -0.0506117 -0.0532566 0.0514037 -0.0379958 0.0186998 0.0314768 0.0436107 0.0561184 -0.0336195 0.00393936 0.0110715 0.0200712 -0.0246972 -0.00236765 0.038512 0.00791072 0.0215029 -0.01738 0.00122067 -0.0235983 0.0382153 0.00475547 0.0955524 0.034917 0.0924835 -0.0113274 -0.0224903 0.0277942 -0.0374062 leaf_count=5806 4017 1991 1140 116 2724 638 287 230 1908 1869 6626 1121 280 1605 1395 284 453 127 399 360 1154 126 763 120 155 124 168 2404 280 336 internal_value=0 0.00408378 0.00991711 0.015035 0.00964147 0.0230797 0.184211 0.00577806 -0.00233839 -0.00899433 0.000319503 -0.078326 -0.156848 0.0347006 -0.1857 0.0515884 -0.211131 -0.255449 0.0868109 0.0406157 0.0573508 0.0728581 0.216921 0.35832 0.599641 0.536556 0.148129 -0.290564 -0.129536 -0.168774 internal_count=39006 34989 32998 31858 31742 27623 1448 26175 25945 24037 22168 10471 9350 11697 4119 10092 9070 8617 1037 9808 9112 7958 1332 569 275 411 294 8490 2684 696 Tree=598 num_leaves=31 split_feature=33 33 38 25 75 56 33 13 39 42 14 47 41 8 85 33 63 47 23 24 23 39 33 24 47 23 24 13 23 39 split_gain=18.9719 4.69486 4.07927 3.58522 3.50601 2.94819 2.25319 1.81925 1.86756 1.647 1.39002 2.30752 1.26361 1.01411 0.878056 0.836297 0.899793 0.860931 0.743821 0.589976 0.693404 0.773928 0.233076 0.0657633 0.127815 0.0215822 0.00402346 1.13556e-05 5.27954e-06 4.3182e-06 threshold=1.5 16.5 0.5 1.5 0.5 0.5 0.5 2.5 2.5 0.5 0.5 0.5 0.5 8.5 0.5 6.5 0.5 0.5 0.5 0.5 1.5 0.5 11.5 1.5 0.5 0.5 0.5 2.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=6 2 3 4 5 7 13 8 9 12 18 -12 15 19 -4 16 17 -2 -8 20 21 25 -17 24 -21 -1 -20 29 -22 -25 right_child=1 -3 14 -5 -6 -7 10 -9 -10 -11 11 -13 -14 -15 -16 22 -18 -19 26 23 28 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_parent=25 17 1 14 3 4 5 18 7 8 9 11 11 12 13 14 22 16 17 26 24 28 21 22 29 24 25 26 27 28 29 leaf_value=-0.0207392 0.0441173 0.052486 -0.0169706 -0.0461418 -0.0307316 -0.0230853 -0.016359 -0.0186463 0.0575305 -0.0169778 -0.0332983 0.0284445 -0.00498488 -0.0176777 -0.0547234 0.0522401 -0.0035133 0.0146216 -0.0435455 -0.0502837 -0.0503343 -0.0503641 0.0327378 -0.0502842 -0.0382839 -0.0258415 -0.040849 -0.0501457 -0.0502386 -0.0502069 leaf_count=2868 168 478 322 412 395 300 1171 239 132 102 785 875 204 1589 442 383 143 180 1371 2844 2597 1929 296 1879 2869 1640 1470 4881 3142 2900 internal_value=0 0.0616094 0.0146678 0.0694092 0.108824 0.161642 -0.342451 0.214708 0.251077 0.200694 -0.188025 0.00356856 0.245623 -0.400431 -0.365466 0.294085 0.219695 0.289635 -0.293642 -0.425215 -0.359796 -0.295237 0.442373 -0.479969 -0.446633 -0.223431 -0.422802 -0.501971 -0.502918 -0.50238 internal_count=39006 4196 3718 2954 2542 2147 34810 1847 1608 1476 5672 1660 1374 29138 764 1170 491 348 4012 27549 12176 6437 679 15373 5713 4508 2841 9660 5739 4779 Tree=599 num_leaves=31 split_feature=45 13 56 71 38 34 8 42 6 16 92 10 88 26 78 91 39 19 24 91 10 9 34 37 7 19 89 66 62 33 split_gain=10.5384 9.33068 8.10146 9.04563 6.55156 5.85324 5.73618 5.86579 5.52728 5.41495 5.31134 5.35887 5.34611 5.31574 8.07977 4.62619 5.24371 6.72988 4.99102 4.8103 4.51244 4.301 3.98662 4.48908 5.39243 5.29374 3.96819 4.1741 3.69658 3.6189 threshold=2.5 6.5 1.5 1.5 6.5 7.5 12.5 1.5 2.5 0.5 3.5 1.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 1.5 1.5 0.5 1.5 0.5 1.5 2.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 -2 7 8 10 -5 11 15 13 14 26 16 18 28 -1 29 -6 -20 23 -4 25 -25 27 -13 -18 -17 right_child=5 -3 22 9 20 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 19 17 -19 21 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=18 5 1 23 9 20 5 6 7 8 9 10 27 12 13 14 29 28 17 21 19 20 21 22 25 24 25 26 27 28 29 leaf_value=-0.00892864 0.0438555 -0.048229 0.0187567 -0.0390659 0.0704781 -0.0279375 -0.0453627 -0.0259836 -0.0478275 0.00110687 0.0506417 0.0246301 -0.0415094 0.0474384 0.0521377 0.0147127 -0.0303851 0.0149516 0.00428155 -0.0238083 0.00700013 0.0429657 0.0366829 -0.0265834 -0.0643726 0.0316793 -0.0503435 -0.0278246 0.0263609 -0.0290949 leaf_count=4845 2546 3157 1078 3826 146 107 1278 1754 472 697 107 589 139 1264 275 3086 5465 866 3539 406 172 260 714 224 126 260 305 267 250 786 internal_value=0 -0.00897335 -1.69766e-05 -0.0246941 -0.00387348 0.335632 -0.0140576 -0.00620374 0.00796398 -0.258472 0.0153167 0.00821539 0.169144 0.219461 0.0949227 -0.0139654 -0.0512 -0.180229 -0.00821967 0.0802 0.373119 0.0785823 0.151961 0.0904749 -0.106591 0.0230479 -0.0735131 0.0409523 -0.266612 0.120622 internal_count=39006 36353 33196 30794 26271 2653 25953 24675 22921 4523 22449 22342 2839 2700 1436 19503 15225 6581 8644 4278 318 3799 2402 1688 610 484 1161 856 5715 3872 Tree=600 num_leaves=31 split_feature=61 22 70 55 91 39 48 49 66 8 7 84 15 14 31 12 59 78 47 75 31 0 47 23 24 33 42 66 75 87 split_gain=6.34563 5.89997 6.91492 5.82132 5.57752 5.08954 4.88329 4.71108 4.0966 4.09461 3.83675 3.8619 3.66158 3.64816 3.63983 3.63941 3.31156 4.37205 3.18688 3.13608 3.36059 3.06573 4.46508 3.40796 3.19715 2.85453 3.26904 2.80646 5.07148 3.3342 threshold=4.5 0.5 1.5 4.5 0.5 0.5 2.5 2.5 10.5 4.5 0.5 5.5 0.5 4.5 0.5 1.5 1.5 0.5 2.5 3.5 1.5 1.5 3.5 2.5 0.5 0.5 0.5 1.5 0.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 9 15 21 12 10 11 13 18 19 -6 -3 17 -14 -4 20 27 23 -23 24 -7 26 -25 29 -29 -1 right_child=-2 6 8 -5 14 7 -8 -9 -10 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31 leaf_parent=29 0 15 18 3 14 24 6 7 8 9 10 11 17 13 14 15 16 17 18 19 20 22 22 26 24 25 26 28 28 29 leaf_value=0.0151141 -0.0338993 0.0110993 -0.00381361 0.0161688 -0.0398971 -0.00820872 0.0509607 0.0103218 -0.0288988 -0.0307509 -0.0116304 -0.0302445 0.0382029 -0.0421758 -0.00359254 -0.0296886 -0.00491715 0.110294 0.0557531 -0.0370283 0.0298077 -0.0179614 0.0672227 -0.00396867 -0.0321588 -0.0306964 0.0500477 -0.0228507 0.0354239 -0.0217993 leaf_count=4503 2390 2099 605 406 5014 2132 234 262 211 1449 3132 194 478 579 1569 284 186 113 180 337 1092 441 393 1123 6656 591 213 1494 393 253 internal_value=0 0.000190334 -0.0265542 -0.0471147 -0.066895 -0.0456895 0.116477 -0.128587 0.191503 0.00694695 0.0251988 0.0654108 0.255658 0.0854051 -0.271186 0.0814594 0.429942 0.546233 0.0764627 0.0998493 0.113626 -0.173452 0.160316 -0.197653 -0.252091 -0.0207478 0.0990206 0.074896 -0.089278 0.118864 internal_count=39006 36616 33999 32226 31820 25237 2617 11811 1773 13426 11977 8845 1562 8651 6583 2383 777 591 785 8072 7735 11549 834 10715 8788 1927 1336 6643 1887 4756 Tree=601 num_leaves=31 split_feature=13 14 34 42 83 68 78 12 87 18 67 76 39 9 72 38 70 33 66 10 27 25 83 40 91 32 47 86 91 23 split_gain=10.4945 9.76104 8.14823 8.17183 7.76607 7.86524 7.43488 7.70159 5.90472 5.937 5.40706 5.3326 4.3764 4.19596 4.19168 3.63291 3.69385 4.0194 3.8014 3.59777 3.61752 4.53083 3.55736 3.87309 4.39687 4.89883 3.49275 3.29113 3.05728 3.30546 threshold=4.5 2.5 9.5 1.5 2.5 15.5 2.5 8.5 1.5 6.5 8.5 0.5 3.5 0.5 4.5 6.5 3.5 3.5 3.5 2.5 0.5 1.5 0.5 1.5 1.5 0.5 1.5 3.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 14 -10 15 16 17 19 -18 20 22 28 23 24 25 27 -26 -1 -22 -30 right_child=-2 -3 -4 -5 -6 -7 -8 -9 13 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_parent=27 0 1 2 3 4 5 6 7 13 9 10 11 12 13 14 15 18 17 18 19 28 21 22 23 26 25 26 27 29 29 leaf_value=0.00462927 -0.040011 -0.0307212 0.0392884 -0.02834 0.0535812 0.048346 -0.0325147 0.044828 -0.0345581 0.0514657 0.0326821 -0.0256822 -0.0319246 0.0114309 0.0370311 -0.0503224 0.041746 -0.0418853 -0.000814714 -0.020895 0.0166042 -0.0203919 0.0321456 0.0211932 -0.0421208 -0.0134548 0.0165987 -0.0444787 0.0248416 0.0904201 leaf_count=7832 5087 3933 355 1853 146 613 930 326 2224 261 362 1101 1357 351 350 238 205 1800 189 3869 386 573 196 773 490 2581 205 197 115 108 internal_value=0 0.00936828 0.0230161 0.0128443 0.0259311 0.0183859 0.00988417 0.021244 0.0116989 0.0253189 0.0183729 0.00819454 0.0202633 -0.22288 0.0283469 0.0204771 0.0250334 0.0129537 0.227627 0.0194884 0.0307123 0.213685 0.0159303 0.00652167 -0.00918395 0.00525917 -0.282145 0.0383398 0.322207 0.568912 internal_count=39006 33919 29986 29631 27778 27632 27019 26089 25763 23188 22927 22565 21464 2575 20107 19757 19519 19125 394 17325 13456 1182 12274 12078 11305 10610 695 8029 609 223 Tree=602 num_leaves=31 split_feature=87 14 8 39 76 13 9 58 88 36 52 85 78 33 3 71 80 15 58 91 29 40 7 13 67 16 32 69 16 0 split_gain=9.54925 7.72211 6.31087 6.45254 6.52319 7.08687 6.35066 6.1478 5.3575 5.90627 5.67531 5.42293 5.01927 4.73097 4.55465 3.85879 3.87006 4.06439 6.33397 5.43319 4.50219 4.38314 4.28215 3.67614 3.65741 3.9049 3.6269 3.57383 3.44464 3.44011 threshold=2.5 5.5 4.5 5.5 0.5 5.5 1.5 11.5 7.5 1.5 1.5 3.5 2.5 4.5 1.5 3.5 0.5 0.5 0.5 0.5 2.5 1.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 19 20 21 29 22 28 -21 25 -6 -25 -12 -1 -19 right_child=-2 -3 -4 -5 24 -7 -8 -9 -10 -11 27 -13 -14 -15 -16 -17 -18 18 -20 23 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_parent=28 0 1 2 3 25 5 6 7 8 9 27 11 12 13 14 15 16 29 18 23 20 21 22 26 24 25 26 27 28 29 leaf_value=-0.0202164 -0.035726 -0.0489324 -0.0389265 -0.036851 0.0234552 -0.0498806 -0.0242814 0.0487978 0.0586054 -0.0310631 0.0337981 -0.0358354 -0.0299573 -0.0411278 -0.0271804 -0.0461055 -0.0191876 0.0115217 0.0391083 0.0327632 0.0625171 0.0339758 0.00559056 -0.0547218 -0.00117345 0.0717068 0.0241293 0.00479314 0.00786205 -0.0142856 leaf_count=4770 3914 1969 2040 2101 1105 1778 1351 207 102 1233 526 765 416 1784 3372 617 770 3898 636 744 108 205 1884 177 383 103 153 508 648 739 internal_value=0 0.00414568 0.0123835 0.0207929 0.0298495 0.0114215 0.0199107 0.0349303 0.0260165 0.019609 0.0317253 0.00842372 0.0202223 0.0331499 0.0422723 0.0549548 0.0617589 0.075825 0.150372 0.0227769 0.0887904 -0.0212601 -0.0458129 0.228246 0.227771 0.328013 -0.120767 0.202782 -0.136738 0.0641211 internal_count=39006 35092 33123 31083 28982 27391 25613 24262 24055 23953 22720 21686 20921 20505 18721 15349 14732 13962 5381 8581 4745 7507 7302 1074 1591 1208 330 1034 5418 4637 Tree=603 num_leaves=31 split_feature=42 63 32 85 75 14 36 84 35 85 39 25 90 34 9 39 17 39 82 86 35 66 4 23 3 91 46 57 19 24 split_gain=9.75248 6.91091 6.41026 4.33136 4.42366 6.57892 4.85027 5.17893 5.76691 6.10431 4.3704 3.87673 3.75488 3.9221 3.70189 3.51073 3.27364 3.90384 3.24981 3.12951 3.34291 6.08522 3.9696 3.1138 3.08319 4.19635 2.92693 2.91391 2.83643 2.73174 threshold=0.5 7.5 1.5 7.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 5.5 0.5 0.5 0.5 0.5 0.5 11.5 3.5 3.5 8.5 0.5 10.5 1.5 2.5 2.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 10 15 -10 24 -8 13 18 -4 -9 -7 -18 19 20 22 -22 26 -2 25 27 -6 28 29 -1 right_child=23 -3 14 -5 12 16 11 8 9 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 23 1 14 3 26 16 11 15 9 9 10 11 12 13 14 15 17 17 18 19 21 21 22 23 24 25 26 27 28 29 leaf_value=0.00400308 -0.035976 -0.0478007 -0.0251744 -0.0465238 0.0182525 -0.0330724 0.0134442 -0.0118053 0.0171865 0.100754 -0.0202867 0.0580558 -0.0262724 -0.0085778 0.0138728 0.0467223 0.0385653 -0.0366274 -0.0341476 -0.0239069 0.0975004 0.0245749 0.0566966 0.0197963 -0.0426402 0.0628103 -0.0264215 -0.0423732 0.0386994 -0.023264 leaf_count=4122 6179 1750 4242 488 3062 3622 1595 480 179 131 4689 400 227 1600 561 378 500 583 150 111 107 215 164 273 1444 191 202 510 166 685 internal_value=0 0.0174311 0.0264713 0.047882 0.0540561 0.0158023 0.0454612 0.00417227 0.224984 0.540192 -0.0323272 0.186982 0.139655 0.162019 -0.171101 0.0242663 -0.221771 0.0681789 0.20206 0.21963 0.240327 0.466204 0.193406 -0.299382 0.0141458 0.0302958 0.152717 0.0135035 0.0298939 0.00962665 internal_count=39006 32554 30804 26001 25513 19675 14970 12975 1168 310 11807 1995 5838 5611 4803 858 4705 1083 4011 3861 3750 322 3428 6452 7118 5674 3264 5483 4973 4807 Tree=604 num_leaves=31 split_feature=35 8 23 39 59 66 33 26 69 39 67 32 46 91 47 39 31 52 15 47 59 44 24 23 0 66 53 73 29 1 split_gain=6.10977 5.28096 9.85747 6.88655 6.3852 5.9213 5.43067 5.22462 5.14684 4.91591 4.63862 4.52355 4.82431 5.36878 4.18278 4.48881 4.43337 5.50804 5.24654 5.07376 8.78392 7.64607 8.70222 9.61196 6.92822 4.90946 4.73221 3.90494 4.27132 3.81548 threshold=4.5 13.5 7.5 0.5 0.5 4.5 1.5 0.5 10.5 9.5 2.5 2.5 0.5 0.5 8.5 3.5 0.5 0.5 3.5 2.5 0.5 0.5 3.5 0.5 1.5 2.5 7.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 11 -3 7 8 10 -9 14 12 13 -1 16 -16 19 29 -19 24 21 22 -21 -24 26 -25 27 28 -5 -18 right_child=-2 5 -4 6 -6 -7 -8 9 -10 -11 -12 -13 -14 -15 15 -17 17 18 -20 20 -22 -23 23 25 -26 -27 -28 -29 -30 -31 leaf_parent=13 0 5 2 28 4 5 6 9 8 9 10 11 12 13 15 15 29 18 18 22 20 21 23 25 24 25 26 27 28 29 leaf_value=-0.0010918 -0.0466269 0.0258636 -0.0259011 0.00164679 -0.0236581 0.00253631 0.0171361 -0.00594092 0.0406651 -0.0435335 -0.0481574 0.0192003 -0.0318574 -0.021865 0.0468791 0.00228886 0.00136056 -0.039538 0.00384064 0.016035 0.0410957 0.0516519 -0.029072 0.0239207 -0.0257353 -0.0176232 0.0327549 0.0199948 -0.0259837 -0.0552115 leaf_count=8482 1280 396 3017 6833 5123 721 1558 1507 132 111 344 355 1014 1861 259 165 1322 445 200 1011 421 169 383 339 448 149 225 361 200 175 internal_value=0 0.00704951 -0.000285019 0.00550482 -0.045748 0.109131 0.0263803 0.0181903 0.0268969 -0.120427 0.0235695 -0.0277865 -0.0398747 -0.0291487 0.0258437 0.238512 0.0209508 -0.0685683 -0.249498 0.0335545 0.112982 0.0677695 0.0376713 -0.0960379 0.0150088 0.0984599 0.0241184 0.0183465 0.0102371 -0.00579255 internal_count=39006 37726 36609 33592 16835 1117 16757 15199 13581 1618 13449 11712 11357 10343 13105 424 12681 2142 645 10539 2472 2051 1882 871 8067 488 7619 7394 7033 1497 Tree=605 num_leaves=31 split_feature=19 67 77 27 26 39 91 9 69 47 44 47 14 76 56 21 13 47 63 23 54 65 48 41 36 66 17 38 85 65 split_gain=5.42795 4.5108 5.42083 4.16604 4.13176 5.6305 4.64786 5.49026 4.55382 4.05239 5.46761 5.0014 9.04122 4.97606 4.38014 4.19531 4.79615 6.9624 3.90622 3.8014 4.4095 4.37132 3.74129 3.39949 3.84325 8.28161 3.29029 3.1383 4.02026 3.13342 threshold=2.5 1.5 1.5 1.5 0.5 10.5 0.5 2.5 4.5 3.5 0.5 1.5 3.5 0.5 0.5 0.5 7.5 6.5 0.5 6.5 0.5 0.5 0.5 0.5 1.5 2.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 29 7 8 9 11 15 14 13 27 23 16 19 -18 -3 20 21 -11 -10 24 -1 -26 -20 -13 -29 -6 right_child=-2 18 -4 -5 5 -7 -8 -9 22 10 -12 12 -14 -15 -16 -17 17 -19 26 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=24 0 18 2 3 29 5 6 7 22 21 10 27 12 13 14 15 17 17 26 19 20 21 22 23 25 25 26 28 28 29 leaf_value=0.00448895 -0.0216449 -0.0381987 -0.0375348 -0.0372296 0.0120945 0.051811 -0.00699446 -0.0218001 0.0239759 -0.000135861 -0.0323176 -0.0109227 0.033384 -0.0562949 -0.0234911 -0.00426112 0.0491827 0.00346631 0.013295 0.0431786 0.046237 0.0393436 -0.0102115 -0.00438966 0.0614094 -0.0245093 -0.0435915 -0.0383766 0.0232548 -0.0246151 leaf_count=9641 2023 1465 820 1901 3194 105 5666 520 563 1484 278 3372 202 218 1375 747 348 264 392 205 160 142 189 2005 230 115 369 265 249 499 internal_value=0 0.0184645 0.0223166 0.0247166 0.0265753 0.133589 0.0197045 0.0295229 0.0341835 0.0273531 0.0984414 0.0145657 -0.0650984 -0.0998544 0.0311821 0.117522 0.157815 0.315539 -0.183853 0.0992806 0.0691062 0.0368269 0.176909 0.0364476 0.05025 0.324303 -0.001546 -0.08194 0.117225 0.0903977 internal_count=39006 36983 34757 33937 32036 3798 28238 22572 22052 21300 3628 17672 4306 4104 13366 3350 2603 612 2226 1991 1786 1626 752 11991 9986 345 761 3886 514 3693 Tree=606 num_leaves=31 split_feature=48 31 39 46 59 42 42 24 42 41 61 23 14 0 24 61 53 52 71 39 86 23 41 32 72 47 87 23 14 57 split_gain=7.11878 6.238 5.5801 5.25486 5.57172 9.7473 7.94393 7.62263 13.555 8.83786 6.30813 5.4992 5.39272 5.12263 5.06759 4.7947 4.73936 4.61366 6.12686 3.91879 4.53298 3.91571 3.6502 3.42224 3.39293 3.37594 3.23353 3.36404 5.12475 3.25513 threshold=0.5 5.5 19.5 1.5 0.5 2.5 4.5 7.5 0.5 2.5 1.5 2.5 8.5 4.5 6.5 0.5 0.5 1.5 0.5 4.5 0.5 1.5 0.5 0.5 0.5 0.5 3.5 0.5 9.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 12 7 9 16 10 11 17 13 14 15 -6 21 19 -19 26 -21 -9 -7 -17 -13 -11 27 29 -29 -1 right_child=-2 -3 -4 -5 5 22 -8 8 -10 25 -12 24 -14 -15 -16 23 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=29 0 1 2 3 15 22 6 21 8 25 10 24 12 13 14 23 16 18 18 20 20 21 22 23 24 25 26 28 28 29 leaf_value=0.00213626 -0.0213961 -0.0468335 -0.0585822 -0.0516945 0.0135074 0.0720064 -0.0354489 0.0377927 -0.0442799 0.0592586 -0.018176 -0.0268711 0.0435395 0.0476202 -0.0478683 -0.0419516 0.000122738 -0.00135776 0.077898 0.0102631 0.0626039 0.0860049 0.0282128 0.00214247 0.0275081 0.0128245 0.012364 -0.0163293 0.0394323 -0.054878 leaf_count=5609 6563 2253 190 1030 2941 117 587 299 211 214 4403 2866 176 151 259 1425 160 192 125 1128 131 162 171 821 735 322 954 4330 205 276 internal_value=0 0.0137537 0.019723 0.0240266 0.0285955 0.145682 0.00602437 0.0184909 0.267218 0.000552804 -0.0145196 0.0101199 0.0515377 -0.00246776 -0.049395 0.00744291 0.433336 0.0293459 0.367442 0.0182013 0.16495 0.5511 0.449542 -0.197385 -0.204253 0.368514 -0.00432677 -0.0289162 -0.124841 0.0117684 internal_count=39006 32443 30190 30000 28970 6061 22909 22322 832 21490 20954 16551 5773 5597 5446 5187 621 12950 317 12633 1259 461 288 2246 3601 536 11374 10420 4535 5885 Tree=607 num_leaves=31 split_feature=33 33 16 42 25 33 47 33 52 31 47 47 66 14 24 39 85 53 63 23 47 66 66 23 61 39 15 34 8 32 split_gain=19.5166 4.22006 3.81038 3.85177 3.82321 2.8178 2.34025 1.95834 1.457 1.27439 1.47234 1.25378 1.38407 1.52554 1.09466 1.02602 0.935905 1.22231 0.765734 0.875277 0.744815 0.682197 0.450859 0.432721 1.17461 0.372606 0.176863 0.0812232 0.0601603 0.0462178 threshold=1.5 16.5 0.5 0.5 0.5 0.5 1.5 5.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 2.5 2.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=5 2 3 4 7 15 -5 11 9 10 14 12 25 -14 -7 16 17 18 19 22 -13 -4 -1 29 -25 -2 -6 -17 -18 -9 right_child=1 -3 21 6 26 8 -8 23 -10 -11 -12 20 13 -15 -16 27 28 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=22 25 1 21 6 26 14 6 29 8 9 10 20 13 13 14 27 28 17 18 19 20 21 22 24 24 25 26 27 28 29 leaf_value=-0.00676301 0.00695687 0.0521922 -0.0180162 0.00858611 -0.0155556 -0.00238118 -0.0508486 0.052946 -0.0512913 -0.0412921 0.0269367 0.0510545 -0.0366705 0.0145508 -0.0409438 -0.0502278 -0.050274 -0.0503439 0.00458204 -0.050386 0.0148598 -0.0533995 -0.0325408 0.00706449 0.0488205 0.0303767 -0.0339619 -0.0408136 -0.0412021 0.043568 leaf_count=1442 133 480 255 232 244 1067 289 343 1318 1667 675 134 265 135 956 11445 3439 4980 950 1944 190 438 984 223 203 139 289 2583 1380 184 internal_value=0 0.0799851 0.0348479 0.0852767 0.15093 -0.334696 -0.259525 0.218632 -0.163469 -0.103058 -0.0331666 0.116492 0.0290005 -0.14739 -0.134524 -0.401906 -0.335015 -0.26671 -0.189089 -0.25416 0.310272 -0.358794 -0.164802 0.375756 0.292104 0.183011 -0.244149 -0.489139 -0.472694 0.48336 internal_count=39006 4176 3696 3003 2482 34830 521 1949 5683 4365 2698 996 672 400 2023 29147 15119 10300 5320 4370 324 693 2426 953 426 272 533 14028 4819 527 Tree=608 num_leaves=31 split_feature=60 14 13 38 91 92 39 37 71 2 44 75 87 86 63 48 4 7 66 24 21 25 78 61 85 16 75 73 63 33 split_gain=9.98215 8.33556 7.89045 7.70733 7.06063 6.0687 4.71737 4.87188 4.69782 4.55691 4.49237 4.43786 4.67921 4.44753 4.33877 5.10969 4.16318 4.43443 4.13011 4.11567 4.06416 3.94707 3.94347 5.50791 4.03628 4.94691 4.25043 3.83757 6.946 3.97074 threshold=0.5 3.5 6.5 2.5 0.5 0.5 1.5 3.5 1.5 1.5 0.5 3.5 0.5 0.5 2.5 0.5 0.5 4.5 4.5 0.5 4.5 2.5 2.5 1.5 1.5 0.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 16 20 -5 12 -7 -14 15 18 17 21 -12 -2 22 -6 23 24 27 -26 -27 29 -29 -1 right_child=19 -3 -4 10 8 11 -8 -9 -10 -11 14 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_parent=29 19 1 2 10 21 12 6 7 8 9 18 11 13 13 14 15 16 17 18 19 20 21 22 23 25 26 26 28 28 29 leaf_value=-0.000400617 0.0335312 -0.0445251 -0.0456167 0.00391276 0.00804961 0.0324039 -0.0249826 -0.0447755 -0.0243157 0.0221415 0.114809 -0.0432619 -0.0542669 0.0132267 -0.00747131 0.013084 -0.0209674 0.070974 0.0441815 0.00123929 0.0383006 0.0321305 0.0204975 -0.0280466 -0.0289979 -0.0141353 0.0600409 0.00635183 0.0851475 -0.0217964 leaf_count=6265 2996 2844 3100 511 4250 760 4953 593 571 833 145 215 157 226 108 147 331 183 134 657 127 846 356 1903 2200 177 135 1098 205 1980 internal_value=0 -0.00942497 -0.000282994 0.00816361 -0.00705867 -0.0447913 -0.0683525 -0.0470305 0.091578 -0.0358865 0.259834 0.142918 0.193307 -0.0610652 0.437222 0.570448 0.118315 0.144427 0.800707 0.233961 -0.0525716 0.127005 -0.061932 -0.0770725 -0.0477477 -0.195309 0.151331 -0.0138565 0.177202 -0.0444592 internal_count=39006 35353 32509 29409 28364 22183 20825 15872 6181 15279 1045 1358 1143 383 534 426 5610 5279 279 3653 14446 5096 14319 13963 12060 2512 312 9548 1303 8245 Tree=609 num_leaves=31 split_feature=14 8 31 29 24 46 75 70 39 61 82 91 85 87 84 38 7 23 57 42 35 24 70 75 59 59 47 87 9 75 split_gain=5.47057 5.40127 6.03135 5.47073 5.2608 4.67913 4.47747 4.07086 5.32432 4.10331 4.03661 3.62427 3.28751 3.15076 3.79618 3.87994 3.74091 3.14039 3.09338 3.1243 3.20993 3.52029 4.65049 2.99473 3.10625 2.99718 7.18132 2.98469 3.60805 3.8329 threshold=8.5 9.5 2.5 0.5 5.5 6.5 3.5 0.5 0.5 4.5 7.5 0.5 1.5 0.5 4.5 1.5 0.5 2.5 1.5 2.5 1.5 0.5 2.5 7.5 0.5 3.5 2.5 5.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 10 7 8 11 18 23 13 -10 14 15 16 -1 -14 19 20 21 22 -9 24 -4 -26 -27 28 29 -15 right_child=-2 -3 5 -5 -6 -7 -8 9 12 -11 -12 -13 17 27 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_parent=16 0 1 24 3 4 5 6 22 12 9 10 11 17 29 14 15 16 17 18 19 20 21 22 23 25 26 26 27 28 29 leaf_value=0.00504194 -0.0426832 -0.0367816 0.0164743 -0.0306714 -0.0326985 0.0693108 -0.0373713 0.0239027 -0.0189004 -0.0451723 0.0439651 -0.0211043 -0.00742881 0.0228306 -0.0407863 0.0295856 -0.0214577 0.0234464 -0.037234 0.0557076 -0.0247408 0.00644633 0.0942218 -0.030085 -0.0132971 0.0727794 -0.0356923 -0.0104261 -0.00826364 0.0728513 leaf_count=4961 1673 1845 1580 2265 2284 105 779 906 8193 423 275 2875 2677 1264 152 302 1451 426 134 127 553 1449 108 387 826 123 116 297 224 226 internal_value=0 -0.00273437 0.00504543 -0.0234538 -0.0104806 0.118704 0.00119582 0.009895 -0.018184 0.117948 0.0968812 0.0402203 -0.103784 0.0630053 0.0107016 0.0342021 -0.00637796 -0.0144709 0.143975 0.166613 0.135054 0.170831 0.325111 0.0641348 0.0891302 -0.0445866 0.260989 0.166791 0.223408 0.296685 internal_count=39006 37333 35488 32076 29811 3412 27527 26748 23048 3700 3307 11752 11296 8877 6866 6714 6412 3103 3277 3143 3016 2463 1014 3032 2645 1065 239 2011 1714 1490 Tree=610 num_leaves=31 split_feature=13 14 57 30 42 78 67 18 36 63 24 11 59 83 35 74 66 82 37 87 82 57 23 77 67 19 73 23 66 38 split_gain=9.93025 9.45945 8.04256 7.52601 7.86414 6.3574 5.79498 5.94481 5.77954 6.30421 4.18592 4.17133 4.46842 4.16516 3.81801 3.55497 7.28423 3.63029 3.5087 4.13001 3.80648 4.91721 3.56555 3.38404 4.6445 7.14671 6.94685 4.62107 5.4789 4.34104 threshold=4.5 2.5 21.5 3.5 0.5 2.5 9.5 7.5 1.5 6.5 4.5 1.5 9.5 0.5 10.5 9.5 1.5 13.5 3.5 1.5 5.5 2.5 14.5 0.5 0.5 1.5 1.5 2.5 8.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 17 -17 18 19 20 21 22 23 24 25 26 27 -1 -29 -26 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31 leaf_parent=27 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 16 17 18 19 20 21 22 23 29 25 26 28 28 29 leaf_value=-0.0199667 -0.0395766 -0.0307106 0.0576209 0.0484656 -0.0179795 -0.0291518 0.0386257 0.050464 0.0228198 -0.0252829 -0.0355026 0.0368969 -0.0403854 0.0252329 -0.0493627 -0.0298886 0.0433697 0.0373505 0.0241953 -0.0311551 -0.0281523 0.0343552 -0.0366867 0.011293 0.0139005 0.030721 0.0331419 0.0113344 -0.0530555 -0.022122 leaf_count=8164 5069 3920 277 288 4318 892 310 401 1187 1445 904 383 1372 505 326 112 384 130 407 1391 255 677 141 1130 1508 394 713 1587 192 225 internal_value=0 0.00944466 0.0227847 0.0160239 0.00846136 0.0284503 0.0389672 0.0298446 0.0228195 0.00679678 0.0217009 0.0289124 0.0207986 0.0279249 0.0151437 0.0206056 0.240317 0.00870285 0.000985638 -0.010545 0.000840218 0.0124495 -0.000865648 0.00822 -0.0226694 -0.0757054 -0.11011 -0.141719 0.0299581 0.0857233 internal_count=39006 33937 30017 29740 29452 25134 24242 23932 23531 22344 20899 19995 19612 18240 17735 17409 496 16913 16783 16376 14985 14730 14053 13912 12783 11050 10656 9943 1779 1733 Tree=611 num_leaves=31 split_feature=13 76 63 14 35 42 61 39 83 88 90 52 66 78 53 23 56 75 63 29 35 82 47 63 7 85 65 39 45 25 split_gain=9.64821 11.5967 7.53771 6.22027 5.83129 5.16593 4.9909 4.91313 4.75461 4.88239 4.38595 4.58652 6.2804 6.81775 5.64629 4.60525 4.81952 4.98247 4.35515 4.26591 4.07786 4.08681 5.89112 3.79314 3.51678 3.29481 3.03311 2.9814 2.85083 3.82512 threshold=1.5 1.5 5.5 5.5 0.5 1.5 6.5 0.5 0.5 5.5 12.5 1.5 0.5 0.5 2.5 2.5 0.5 2.5 2.5 0.5 14.5 4.5 1.5 0.5 4.5 3.5 3.5 2.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 4 3 5 6 8 -2 23 9 10 11 12 -1 15 -13 16 17 18 19 24 21 26 -23 -6 25 27 -17 28 29 -14 right_child=1 -3 -4 -5 7 -7 -8 -9 -10 -11 -12 14 13 -15 -16 20 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=12 6 1 2 3 23 5 6 7 8 9 10 14 29 13 14 26 16 17 18 19 20 22 22 23 24 25 26 27 28 29 leaf_value=-0.0145134 -0.0419556 0.0480325 -0.0411585 -0.0481734 0.0454906 -0.0383421 0.016389 -0.0232777 -0.0327523 0.0501012 0.0408243 0.0294808 0.0227527 -0.0142789 -0.00402024 -0.0103084 -0.0107087 -0.0467524 -0.040853 0.0438484 0.0422818 0.0926978 -0.0152226 -0.0104465 0.0470189 -0.0354466 0.0301764 -0.0207713 -0.0133877 -0.0321621 leaf_count=8230 8183 298 2036 1548 250 1368 109 1945 748 178 170 806 2367 1840 405 4105 963 134 194 453 119 219 236 342 187 175 177 394 618 209 internal_value=0 -0.174454 0.0195516 0.0301398 -0.232819 0.0376799 -0.359182 -0.0671892 0.045404 0.0535787 0.0464288 0.038359 0.0150984 0.0463968 0.17255 0.0807943 0.135303 0.170561 0.186421 0.201659 -0.0145095 -0.0434184 0.39072 0.178891 0.163202 0.134773 -0.0745327 0.153033 0.176279 0.203797 internal_count=39006 11127 27879 25843 10829 24295 8292 2537 22927 22179 22001 21831 20620 12390 1211 10550 5694 4731 4597 4403 4856 4737 455 592 3950 3763 4282 3588 3194 2576 Tree=612 num_leaves=31 split_feature=39 63 42 77 21 9 13 15 54 85 76 75 14 58 89 79 82 20 39 47 91 12 12 90 13 23 46 78 54 66 split_gain=10.0462 6.7515 6.06519 5.02847 5.21941 5.9317 4.59285 4.58363 4.50034 4.15384 3.96018 3.7644 4.89059 5.10957 4.82494 3.91403 3.60657 3.49634 3.75013 3.41746 4.00368 3.39616 3.26741 3.38149 3.23694 3.16886 3.00881 2.9806 4.19976 2.96787 threshold=4.5 7.5 0.5 0.5 3.5 0.5 4.5 3.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 4.5 1.5 5.5 0.5 8.5 5.5 1.5 0.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 9 17 -4 10 11 12 13 16 15 19 25 18 24 -13 -21 22 23 26 -7 -1 -5 28 -15 -24 right_child=-2 -3 8 21 -6 7 -8 -9 -10 -11 -12 14 -14 27 -16 -17 -18 -19 -20 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 0 1 8 26 4 24 6 7 8 9 10 19 12 28 14 15 16 17 18 20 20 21 29 23 24 25 26 27 28 29 leaf_value=-0.00493591 -0.0464988 -0.046671 -0.0369994 0.0187469 -0.0313961 0.0341954 -0.0461122 -0.0350713 0.0140516 -0.0317186 0.0260512 -0.0027792 -0.0266357 0.0369587 -0.0291674 -0.0282186 -0.0514413 -0.0286475 0.0873977 0.0422762 -0.0182805 -0.0265257 0.0769937 -0.0355214 -0.00292482 0.0420547 -0.0320481 -0.0207852 -0.0160564 0.0209397 leaf_count=8622 3931 1945 4175 2272 1215 922 2344 388 898 1016 633 520 4139 698 1022 561 286 272 182 819 190 260 185 117 456 255 154 167 223 139 internal_value=0 0.0126299 0.0215452 0.0368888 0.00634761 0.0205087 -0.00965725 0.198949 -0.233312 0.00113532 0.0153099 -0.00301481 -0.0376261 -0.00474936 0.12961 0.19709 -0.050541 0.25128 0.295966 0.252914 0.345829 0.149432 0.175659 0.134564 0.247669 -0.0336769 0.161641 0.191486 0.260863 0.446383 internal_count=39006 35075 33130 28057 24930 23715 21495 2220 5073 19151 18135 17502 14390 10251 3112 2090 9163 1832 1560 1529 1009 3127 2867 2543 1378 8877 2426 1088 921 324 Tree=613 num_leaves=31 split_feature=85 35 42 24 84 24 59 13 69 59 14 47 14 54 28 15 20 52 71 47 13 20 66 78 47 85 23 58 23 15 split_gain=5.32745 6.04168 5.47594 13.2012 6.48331 6.66052 9.45949 7.24344 8.06277 5.86746 5.42136 5.26127 5.08659 4.98136 7.92114 5.96125 8.05831 5.91984 7.32955 7.91267 5.7741 5.36564 5.24572 4.90163 4.81381 4.69325 4.12931 4.07984 4.03491 4.23963 threshold=1.5 1.5 0.5 5.5 1.5 5.5 0.5 3.5 1.5 0.5 4.5 4.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 8.5 0.5 5.5 1.5 5.5 3.5 3.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 13 4 9 5 7 28 10 -9 11 23 25 -3 15 -15 17 -17 18 19 -1 -18 22 24 -2 -21 -4 -14 -6 -7 -30 right_child=2 12 3 -5 27 6 -8 8 -10 -11 -12 -13 26 14 -16 16 20 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=19 23 12 25 3 27 28 6 8 8 9 10 11 26 14 14 16 20 17 18 24 20 21 22 23 24 25 26 27 29 29 leaf_value=-0.0125557 0.000629164 -0.0239396 0.00291481 0.042429 -0.026 -0.033908 0.0325847 0.0251015 -0.023246 -0.0214843 0.0363518 -0.0234697 0.0234879 -0.00382531 -0.0396256 0.00158843 0.0126528 -0.0153952 0.00942627 0.00449325 0.0470634 -0.029324 -0.0115849 -0.0499706 0.0342162 0.0218856 -0.0408149 0.0113372 -0.0231426 0.0199194 leaf_count=4253 2983 3557 803 411 457 345 202 909 138 413 126 133 161 3166 1215 7821 1947 1349 1934 3484 169 251 800 389 294 656 105 221 180 134 internal_value=0 -0.0162514 0.0425282 0.112119 0.00793418 0.0310387 -0.119087 0.063893 0.191236 0.0561275 0.0125529 0.0899401 -0.164202 -0.00772099 -0.124513 0.00170246 0.0487724 -0.0285367 -0.010026 -0.0416554 0.198342 0.0136599 0.0306752 -0.0070103 0.0674494 0.118405 0.0950187 -0.176758 -0.206772 -0.0562083 internal_count=39006 30506 8500 2416 6084 5406 861 4545 1047 2005 3498 1592 3823 26683 4381 22302 9937 12365 11016 9082 2116 4829 4578 3372 3778 1459 266 678 659 314 Tree=614 num_leaves=31 split_feature=28 38 46 25 16 26 45 21 61 79 91 9 69 42 32 16 37 86 87 42 75 82 66 31 64 39 34 36 53 47 split_gain=5.45329 4.91284 4.60262 4.33834 3.92647 3.75399 4.38531 4.41082 4.18517 4.06585 4.05519 4.14972 4.3548 4.90417 4.24691 4.23798 4.14736 3.77276 3.7468 3.54602 3.37126 5.00619 3.29692 4.1016 3.93456 4.02504 3.18996 3.12718 3.11164 3.06673 threshold=1.5 3.5 2.5 2.5 3.5 0.5 1.5 0.5 1.5 2.5 0.5 3.5 4.5 0.5 2.5 0.5 1.5 0.5 3.5 7.5 0.5 0.5 0.5 5.5 0.5 6.5 0.5 0.5 4.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 9 7 8 -7 10 11 12 14 17 15 29 -16 -14 20 -15 21 -17 24 -24 27 -26 -11 -12 -28 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 26 22 -13 13 19 16 18 -18 -19 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 8 6 7 8 26 27 11 17 19 16 21 16 17 18 19 20 21 23 23 25 25 28 27 28 29 leaf_value=0.000820799 -0.0306409 -0.039047 -0.0487643 -0.0343207 -0.0518485 0.0131343 -0.0448557 0.0326285 -0.0217226 0.0467359 0.0104742 -0.0256749 0.0526108 -0.00856467 0.00810075 -0.0182908 0.0432078 0.00473716 0.0161346 0.0204786 -0.0451078 0.0309621 -0.0206128 0.0260066 0.000514894 -0.0524959 -0.0182083 -0.0241686 0.0479692 0.0143858 leaf_count=16522 1383 760 864 2527 600 1230 2032 897 218 247 1411 355 221 236 1490 1308 143 200 105 204 912 220 2994 102 198 144 187 232 168 896 internal_value=0 0.0134001 0.0154791 0.0170507 0.0191259 0.0203917 0.120878 0.14293 0.0713773 0.0139016 0.0108196 0.0197706 0.0228776 0.153454 0.0158951 0.00616269 0.112142 0.367434 -0.119845 0.0589226 -0.173004 -0.115493 -0.0740288 -0.163578 -0.00177178 -0.234327 0.257891 0.0582262 0.0320976 0.014331 internal_count=39006 37623 36863 35999 33472 32872 4377 2345 1448 28495 27893 22812 22457 861 21596 19963 1633 421 2545 440 2440 1528 5081 3096 1985 342 602 1643 355 17418 Tree=615 num_leaves=31 split_feature=75 81 85 31 58 54 0 46 61 41 85 14 78 38 2 25 16 14 31 32 27 32 91 91 47 85 13 13 87 84 split_gain=6.79706 5.76097 5.78867 6.29538 5.87613 5.27953 5.89387 4.37685 4.74698 4.94233 4.17384 4.04583 4.01905 3.83502 3.68574 4.98058 4.38178 4.87184 4.2848 3.29022 3.15117 3.28036 4.28383 5.94481 5.35941 4.54375 4.3675 3.31405 2.98766 2.88917 threshold=1.5 0.5 16.5 3.5 1.5 1.5 3.5 0.5 3.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 8.5 0.5 1.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 3.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 13 -9 -7 -11 14 15 16 17 20 -19 -15 21 22 23 -1 26 -26 -25 -27 -23 -10 right_child=-2 -3 -4 -5 -6 11 -8 10 29 12 -12 -13 -14 19 -16 -17 -18 18 -20 -21 -22 28 -24 24 25 27 -28 -29 -30 -31 leaf_parent=23 0 1 2 3 4 11 6 10 29 12 10 11 12 19 14 15 16 18 18 19 20 28 22 26 25 27 26 27 28 29 leaf_value=0.00155239 -0.0339657 -0.0381858 0.0487794 -0.0411129 -0.0314822 -0.04888 0.0381215 -0.0531842 -0.038348 0.0131151 0.00382437 0.00804833 0.0548056 -0.0296174 -0.0184622 0.0185869 -0.0240236 0.0370888 -0.0291642 0.0158099 0.0475741 -0.0198111 -0.0396885 -0.0380592 0.0850617 0.0519601 0.0238731 -0.0201686 0.00907333 0.0022854 leaf_count=9522 4059 3016 128 2697 1285 1134 465 1281 1312 2108 425 171 216 1551 1954 1370 1219 447 120 275 220 1784 348 325 291 123 253 120 471 316 internal_value=0 0.00410659 0.0107377 0.00525436 0.0121652 0.0205156 0.0287069 0.0205268 0.028151 0.0379058 -0.266855 -0.286626 0.187943 0.0203179 0.0314586 0.0421855 0.0193041 0.0322232 0.273944 -0.185024 0.0160326 0.0101572 0.0327868 0.0429979 0.269876 0.511884 0.0549054 0.235085 -0.115678 -0.22192 internal_count=39006 34947 31931 31803 29106 27821 26516 26051 24345 22717 1706 1305 2324 20393 18567 16613 15243 14024 567 1826 13457 13237 10982 10634 1112 534 578 243 2255 1628 Tree=616 num_leaves=31 split_feature=85 10 43 42 46 84 13 58 32 56 85 14 15 24 39 23 47 66 47 23 88 32 66 24 47 23 66 39 47 24 split_gain=5.79505 4.16638 2.94847 3.23358 2.46125 2.27584 2.68838 2.61166 2.97095 1.70382 1.34716 2.29673 2.39553 1.23418 2.30311 1.20881 0.998346 0.99367 3.2395 0.844444 0.814191 0.783303 0.747027 0.636113 0.583828 0.281224 0.237982 0.20555 0.18915 0.0320902 threshold=0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 3.5 1.5 0.5 1.5 1.5 0.5 1.5 2.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 13 11 22 -13 14 24 17 -5 -10 -19 -15 28 27 23 -2 26 -25 -1 -4 -3 -24 right_child=10 20 21 16 -6 -7 -8 -9 15 -11 -12 12 -14 19 -16 -17 -18 18 -20 -21 -22 -23 29 25 -26 -27 -28 -29 -30 -31 leaf_parent=26 23 28 27 16 4 5 6 7 17 9 10 12 12 19 14 15 16 18 18 19 20 21 29 25 24 25 26 27 28 29 leaf_value=0.0173082 -0.0133568 -0.04025 -0.049703 -0.0164422 -0.0423111 -0.0282541 -0.0396934 -0.0337659 0.0455094 -0.0279984 -0.0508882 0.0184921 -0.0355351 -0.0307666 0.0504788 0.0633047 -0.0583825 -0.0208786 0.0445778 0.00898094 -0.0644295 -0.00926228 -0.0554785 -0.0476677 -0.014269 -0.0271795 0.000725779 -0.0314672 -0.023042 -0.0483185 leaf_count=928 1025 2621 1414 721 892 1455 1248 529 511 936 4768 1326 1684 732 417 386 221 567 374 838 3065 745 939 2385 560 1633 706 1073 2110 2197 internal_value=0 -0.0825742 -0.0401947 0.00100244 0.039631 0.0647816 0.0974499 0.127111 0.1596 0.0556472 -0.331362 -0.275051 -0.0586305 0.105514 0.172081 0.336393 -0.356198 0.268318 0.159042 -0.103675 -0.403111 -0.304396 -0.378776 -0.296748 0.0691246 -0.388223 0.122805 -0.405615 -0.308856 -0.510449 internal_count=39006 23049 15253 12021 11079 10187 8732 7484 6955 5117 15957 11189 3010 4181 2611 1838 942 1452 941 1570 7796 3232 8179 5043 2194 4018 1634 2487 4731 3136 Tree=617 num_leaves=31 split_feature=39 45 56 14 92 42 75 38 90 10 66 89 78 34 0 46 36 66 6 28 41 92 34 35 38 23 63 43 59 59 split_gain=10.2959 10.3528 7.1959 7.55244 6.55436 5.92879 5.62582 6.50614 6.89473 5.71353 7.47801 7.33497 5.10728 4.96448 4.62557 4.57952 4.65165 4.86493 4.42585 5.26478 4.76281 4.24044 4.14831 4.02028 3.82406 3.70237 3.68923 3.50021 5.86443 3.3926 threshold=3.5 2.5 2.5 3.5 4.5 1.5 8.5 2.5 3.5 1.5 2.5 2.5 0.5 1.5 6.5 0.5 0.5 5.5 1.5 2.5 9.5 0.5 6.5 0.5 0.5 2.5 2.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 13 11 -11 -12 14 18 16 23 -18 19 20 -1 24 -3 -9 -4 -21 -7 -15 -29 -2 right_child=29 22 21 -5 -6 26 -8 15 -10 10 12 -13 -14 27 -16 -17 17 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=20 29 22 24 3 4 26 6 23 8 11 12 11 12 27 14 15 17 17 18 25 20 21 22 23 24 25 26 28 28 29 leaf_value=-0.00655043 -0.0398586 0.0459818 0.0230322 -0.0468787 0.0552452 -0.0314078 -0.0469689 -0.0226076 0.0509036 0.0391542 -0.0311899 -0.0354233 0.0276445 0.0374449 0.0432997 0.0764001 0.0912245 0.00137264 -0.0418413 0.04585 0.0395797 0.0577777 -0.017617 0.0374802 -0.0201634 -0.0124895 0.0285393 -0.0358705 0.0295906 0.00366283 leaf_count=18868 5073 2477 849 2253 111 1540 726 303 332 2059 531 196 176 498 131 128 103 117 418 218 148 234 114 158 163 163 181 203 312 223 internal_value=0 0.0232722 0.00930314 -0.00735483 0.00121055 -0.00512733 0.00828406 0.0149872 0.000742639 -0.00751371 0.155463 0.300899 -0.115378 -0.0291988 -0.0458063 0.278752 0.172385 0.526271 -0.0531138 -0.0438094 -0.0568771 0.218709 0.368568 -0.00823817 0.141018 0.273473 -0.243476 0.180311 0.00826346 -0.300735 internal_count=39006 33710 31119 29873 27620 27509 25788 25062 24253 23921 2962 2255 707 20959 19946 809 681 220 19815 19397 19016 1246 2591 461 1012 381 1721 1013 515 5296 Tree=618 num_leaves=31 split_feature=14 39 35 84 36 37 24 44 29 61 62 70 85 31 53 59 82 59 37 52 87 42 71 66 45 63 80 38 85 57 split_gain=5.3574 5.08505 5.19907 4.41614 5.32665 4.19097 6.31264 4.83467 4.78604 5.17767 4.41292 3.77811 4.28785 3.40905 3.45408 3.3647 3.5966 3.94044 3.68415 3.44757 3.36829 3.18363 3.1875 3.60769 4.31347 4.58636 3.82504 3.63038 3.61003 2.74653 threshold=8.5 6.5 5.5 10.5 4.5 0.5 5.5 0.5 0.5 2.5 0.5 1.5 0.5 1.5 0.5 12.5 5.5 0.5 1.5 0.5 0.5 7.5 2.5 2.5 0.5 4.5 0.5 1.5 3.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 21 -13 14 -12 16 17 29 20 -18 -19 22 23 24 25 26 27 -1 -25 -7 right_child=-2 -3 -4 -5 -6 15 -8 -9 -10 -11 13 12 -14 -15 -16 -17 19 18 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_parent=27 0 1 2 3 4 29 6 7 8 9 14 12 12 13 14 15 19 20 18 19 20 21 22 28 24 25 26 27 28 29 leaf_value=-0.000425979 -0.0416169 -0.0339324 -0.049898 -0.0362743 0.0532339 0.0125421 -0.044938 0.018942 -0.0367514 -0.0353139 0.0350498 -0.00118547 0.0540103 0.0702905 -0.0360066 0.0601089 0.0185368 -0.00609891 0.00507045 0.0795495 -0.0501063 -0.0482498 -0.0380205 -0.0179895 -0.0366849 0.0486666 0.0450611 0.0399859 0.0193703 -0.0401055 leaf_count=9303 1652 2320 1037 259 143 4478 1420 1010 1679 1789 260 481 201 296 499 256 435 1102 1221 108 375 155 856 4543 2054 150 164 110 233 417 internal_value=0 0.00603434 0.0138013 0.0192699 0.0255716 0.0197473 -0.0149722 -0.00264784 -0.0246018 -0.0110374 0.00425339 -0.0111468 0.238538 0.306696 0.119266 0.0874024 0.0765775 0.0525976 -0.0722912 0.329671 -0.246189 -0.0279307 -0.01964 -0.00898432 0.0299133 0.0479643 0.0298165 0.0133843 -0.124083 0.110884 internal_count=39006 37354 35034 33997 33738 33595 25203 23783 22773 21094 19305 18250 682 1055 759 8392 8136 7593 2698 543 1477 17568 17413 16557 11781 9727 9577 9413 4776 4895 Tree=619 num_leaves=31 split_feature=39 57 14 34 18 38 34 75 67 83 35 24 51 52 72 27 59 82 77 47 70 23 31 77 23 67 31 66 61 87 split_gain=10.9064 8.43494 6.21937 5.86632 5.33188 5.31735 5.10179 5.68649 5.04405 4.81069 5.20012 4.61951 4.51866 4.44427 4.48971 4.38155 4.08791 4.07202 4.0082 3.91435 5.39052 5.08996 6.19911 4.56635 5.1255 4.83006 4.39873 4.22477 4.53178 3.90746 threshold=1.5 4.5 0.5 6.5 7.5 1.5 5.5 9.5 2.5 0.5 7.5 0.5 0.5 3.5 8.5 0.5 2.5 6.5 0.5 2.5 0.5 2.5 6.5 0.5 0.5 0.5 6.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 9 7 8 -2 10 13 15 18 14 19 -11 -5 -3 -4 20 21 23 -23 25 -25 -1 -21 28 -27 -7 right_child=6 17 12 16 -6 29 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 26 -22 22 -24 24 -26 27 -28 -29 -30 -31 leaf_parent=25 8 17 18 16 4 29 6 7 8 15 10 11 12 13 14 15 16 17 18 26 20 22 22 24 24 28 26 27 28 29 leaf_value=-0.017763 -0.0288122 0.0431979 -0.023798 0.0562734 0.0538521 -0.029629 0.0328442 0.0331624 0.0121306 0.0216112 -0.049973 0.0502385 0.0235319 -0.0574141 0.0560644 -0.0539723 -0.0158524 -0.00367711 0.00547241 -0.00518546 0.0148801 0.00775306 0.0848373 0.0485588 -0.00531762 0.0549463 -0.0531 -0.00998846 -0.0147956 0.0141169 leaf_count=7186 10749 1057 5759 229 241 813 154 106 202 201 493 240 628 356 223 143 125 216 378 2425 2406 2679 108 133 249 291 336 420 149 311 internal_value=0 0.0248835 0.00983036 0.0347104 0.0243044 0.0174908 -0.173177 -0.204548 -0.239307 0.0344068 0.0195528 0.267472 -0.124937 0.0272185 0.0329594 0.0312786 0.394749 0.311927 -0.168328 0.026287 0.0494136 -0.00106887 0.109429 -0.0657214 0.162046 -0.110324 -0.108126 0.0805958 0.319526 -0.191803 internal_count=39006 27795 26522 19757 19403 19162 11211 11057 10951 18038 17454 584 6765 16961 16605 344 354 1273 6137 16382 13621 11215 2787 8428 382 8046 2761 860 440 1124 Tree=620 num_leaves=31 split_feature=39 63 14 42 76 13 61 23 35 86 63 43 20 16 12 35 71 86 82 52 31 24 25 89 31 59 82 84 61 91 split_gain=9.7385 8.53072 6.45543 6.24369 5.07035 6.44003 4.67056 4.59826 6.63195 4.99316 4.36961 4.46005 4.25741 4.24567 3.90878 3.69503 3.65448 3.57334 3.60907 3.94257 3.88713 3.46805 3.33519 3.32775 3.05843 3.19864 7.63159 2.88516 2.82564 2.75267 threshold=3.5 5.5 4.5 1.5 0.5 3.5 5.5 3.5 10.5 4.5 0.5 0.5 0.5 2.5 1.5 0.5 2.5 0.5 4.5 4.5 2.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 7.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 -2 9 17 10 11 14 -13 22 16 -12 23 18 19 20 27 -17 28 24 25 26 29 -9 -6 -1 right_child=6 -3 -4 -5 13 -7 -8 8 -10 -11 15 12 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 6 1 2 3 28 5 6 27 8 9 15 12 12 13 14 21 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.0114967 -0.0422045 -0.0394854 -0.0452632 -0.0405911 0.00999029 -0.0303375 0.00466431 -0.00275925 0.0276929 0.0499473 -0.0175315 -0.0112918 0.0361833 0.052387 0.0424112 -0.00789126 -0.0363321 -0.0277426 0.0417363 0.0239733 -0.0447488 0.0212059 -0.0397811 -0.0203357 -0.0054962 -0.0032868 0.06958 -0.0545018 0.0512201 0.0299394 leaf_count=4285 5078 2399 1758 1853 918 3021 225 2629 246 172 3035 2329 766 187 346 679 512 1686 445 101 964 477 191 811 692 1343 211 293 161 1193 internal_value=0 0.0154755 0.0267659 0.03428 0.042319 0.0255606 -0.294432 0.037944 -0.0581028 0.0693652 0.0592534 0.0962188 -0.0505979 0.216928 0.132801 -0.0461293 0.112617 -0.110807 -0.0447241 -0.0783355 -0.135558 0.0520644 0.125772 0.124968 0.141694 0.168666 0.199967 -0.0676801 0.180218 0.164898 internal_count=39006 33703 31304 29546 27693 26236 5303 23215 6364 16851 16679 12488 3095 1457 9393 4191 9047 6118 4432 3987 3886 1156 1270 8535 7724 7032 5689 2922 1079 5478 Tree=621 num_leaves=31 split_feature=29 42 8 39 73 77 35 13 65 74 41 57 58 76 9 54 23 74 75 85 53 11 63 69 15 49 62 68 46 43 split_gain=7.80015 9.81294 6.11386 5.72438 4.42331 4.69222 4.29048 4.85834 4.74208 4.34748 5.64959 3.59237 3.5236 4.06531 3.76717 3.32104 2.8037 3.57424 3.41254 3.98085 3.31318 2.69949 2.71211 2.55954 3.35584 2.40227 2.3706 2.303 2.29892 2.6578 threshold=4.5 0.5 4.5 5.5 1.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 1.5 0.5 0.5 4.5 4.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 11 23 10 -10 12 13 14 21 -14 17 -8 19 -18 -20 22 -1 -9 25 -25 -6 28 29 -7 right_child=-2 -3 -4 -5 26 27 16 8 9 -11 -12 -13 15 -15 -16 -17 18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=22 0 1 2 3 26 29 17 23 10 9 10 11 15 13 14 15 19 17 20 19 20 21 22 25 24 25 26 27 28 29 leaf_value=-0.000877044 0.0610852 -0.0314948 -0.0450509 -0.0466613 -0.0268571 0.0132228 -0.0158044 -0.0294934 0.0828144 -0.0324906 -0.0126308 -0.0299713 0.0311108 0.0470005 0.0210656 -0.00896233 0.000507914 0.0493148 0.0667611 0.045665 0.0116949 -0.0363832 -0.0483117 0.0240122 -0.0361941 -0.0302778 0.020477 -0.0248709 -0.0159059 0.0352197 leaf_count=7844 103 6484 2109 2076 2042 1329 390 5741 249 247 257 1521 865 103 896 294 666 107 142 189 152 835 238 1162 1000 238 386 400 239 703 internal_value=0 -0.00663481 0.0134383 0.0222905 0.0303057 0.0439065 0.0138291 -0.0172191 -0.143633 0.184727 0.416599 0.027173 0.0443246 0.00895545 -0.00865857 0.207965 0.142399 -0.0438544 0.2144 0.115808 0.443959 -0.0442827 -0.0239166 -0.207817 -0.0517156 0.108744 -0.195978 0.158975 0.179083 0.204476 internal_count=39006 38903 32419 30310 28234 25806 23135 21489 8894 753 506 12595 11075 9916 9813 1159 1646 497 1149 855 294 8917 8082 8141 2400 1400 2428 2671 2271 2032 Tree=622 num_leaves=31 split_feature=56 75 74 0 76 55 67 25 11 51 12 28 45 53 75 57 12 15 46 13 53 21 64 87 32 40 71 23 15 8 split_gain=5.63508 4.82134 4.21458 4.19439 6.8268 4.93495 4.13634 4.00013 4.22711 4.54235 4.46781 4.19258 3.98589 4.91623 4.83473 5.01437 3.84302 6.04186 3.8429 3.77443 3.79376 3.64973 3.56677 7.03808 4.01319 3.94874 4.10104 4.53102 5.03466 3.94334 threshold=1.5 3.5 4.5 1.5 3.5 2.5 2.5 3.5 0.5 1.5 2.5 0.5 0.5 4.5 0.5 0.5 0.5 1.5 0.5 5.5 0.5 2.5 0.5 1.5 0.5 2.5 4.5 0.5 3.5 13.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -5 6 7 8 10 11 12 19 13 16 15 -15 18 -18 21 -10 -21 22 25 24 -24 26 29 -28 -29 -1 right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31 leaf_parent=29 0 1 2 4 4 5 6 7 19 9 10 11 12 15 14 15 17 17 18 20 20 21 24 23 24 25 27 28 28 29 leaf_value=0.000830032 -0.03594 -0.0386947 -0.0450123 -0.0132195 0.0514099 -0.0214914 -0.0270447 -0.0424215 0.0113138 -0.0549842 -0.0395485 -0.0173054 -0.00839339 0.0270504 -0.0284946 -0.0423785 -0.0240076 0.00495162 -0.0155027 0.0137215 0.0588694 -0.019207 -0.011364 0.0302435 0.0138346 -0.059355 0.00143316 0.0436939 -5.92967e-05 0.0115313 leaf_count=14633 2575 1753 1019 2032 204 601 1069 1152 1904 190 468 355 3588 771 185 114 1050 647 825 116 117 416 542 393 490 136 287 368 127 879 internal_value=0 0.00668602 0.0084325 0.00974885 -0.0991311 0.015282 0.0185177 0.0207086 0.0220951 0.112181 0.0148363 0.126415 0.0166564 0.0233095 0.176378 0.228201 0.0175602 -0.0947863 0.0239135 0.156083 0.360786 0.0281277 0.0314568 0.122562 0.0235305 0.0234745 0.0248936 0.153127 0.29128 0.0177854 internal_count=39006 36431 34678 33659 2236 31423 30822 29753 28601 2682 25919 2492 25451 21863 1070 885 20793 1697 19096 2137 233 18271 17855 1425 1032 16430 16294 782 495 15512 Tree=623 num_leaves=31 split_feature=50 58 54 27 38 15 68 33 59 74 37 86 73 32 0 69 69 45 26 9 62 13 31 42 20 38 32 20 91 21 split_gain=5.4349 5.1704 4.34581 4.30781 3.93512 4.2312 3.67948 3.46416 3.39535 3.39387 3.22341 4.3751 3.85209 4.66587 3.79631 4.03603 5.64213 4.01036 4.17978 3.71452 3.70503 3.42997 4.43076 4.56331 4.45905 3.39631 4.26871 3.86194 3.28677 3.08964 threshold=0.5 3.5 3.5 1.5 2.5 9.5 2.5 11.5 3.5 6.5 4.5 0.5 0.5 4.5 3.5 8.5 4.5 1.5 0.5 3.5 1.5 10.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 12 -12 14 20 15 16 17 18 19 21 25 28 23 24 -23 27 -27 -14 -1 -20 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 29 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=28 0 1 2 3 4 5 6 7 8 9 11 11 27 13 14 15 16 17 29 19 20 24 22 23 24 26 26 27 28 29 leaf_value=0.00279565 -0.0384494 -0.0427257 -0.047263 -0.0397433 -0.0232143 0.025687 -0.0386283 -0.0487907 -0.0506209 -0.0518016 0.0590834 0.00135375 -0.00546448 -0.0455885 -0.0264978 -0.0237756 0.0209528 -0.0273272 0.00980513 -0.0357244 0.0375705 0.00888953 0.0513525 0.0294574 -0.0297957 -0.0051053 0.0417314 -0.0493202 -0.0204078 0.0353707 leaf_count=17079 1133 770 529 1874 1046 367 1598 896 2315 885 138 146 3325 152 518 138 592 1051 934 177 149 508 103 196 133 351 152 292 984 475 internal_value=0 0.0185092 0.0204898 0.0220014 0.0237683 0.0264249 0.0232198 0.0248101 0.0260105 0.0271467 0.0282577 0.273631 0.0259084 -0.0458357 0.0356023 0.0381906 0.0412139 0.034209 0.0370479 0.0297395 -0.0285768 0.0319708 0.137181 0.0964342 0.00809552 -0.0430621 0.149781 -0.0718967 0.0243488 0.162683 internal_count=39006 37873 37103 36574 34700 33654 33287 31689 30793 28478 27593 284 27309 4421 22888 22370 22232 21640 20589 19180 4269 19003 940 837 641 4120 503 3617 18063 1409 Tree=624 num_leaves=31 split_feature=57 70 85 63 58 41 53 74 77 59 49 0 0 32 49 74 78 84 74 13 88 25 53 37 71 59 85 59 8 13 split_gain=7.25988 6.21468 4.94575 5.7419 5.46648 4.61961 4.75619 4.85225 4.42157 3.7576 4.20677 3.98824 4.78872 4.34657 3.71445 3.50354 3.35251 3.07252 3.34183 3.6098 3.30367 2.92831 2.86742 5.72809 2.85268 2.82281 2.73643 2.64887 2.59583 2.85991 threshold=0.5 1.5 16.5 3.5 1.5 2.5 3.5 1.5 0.5 1.5 0.5 0.5 3.5 3.5 0.5 0.5 2.5 6.5 0.5 4.5 1.5 2.5 0.5 0.5 0.5 2.5 2.5 1.5 1.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 13 -13 16 21 -11 17 18 20 -20 28 -8 -12 24 -24 -7 -14 -2 29 -1 right_child=27 -3 -4 -5 -6 25 14 -9 -10 15 22 12 26 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 27 1 2 3 4 25 21 7 8 15 22 12 26 13 14 15 16 17 19 19 20 21 24 23 24 25 26 27 28 29 leaf_value=0.0130466 -0.0350689 -0.0362781 0.0495874 -0.0286155 -0.0312384 0.0305851 -0.0292321 -0.0384918 -0.0336264 0.0155751 -0.0233783 -0.0182991 0.0436032 -0.0207049 0.024137 0.0729319 0.0582291 0.0433321 -0.0250397 0.0214514 -0.0345426 0.0234681 0.000594868 -0.0279469 0.0692391 -0.0212448 -0.0117373 0.0133747 -0.0350988 0.0026896 leaf_count=8230 4490 2046 148 2680 1243 933 2817 1522 1057 909 896 2082 208 651 401 269 118 130 898 167 317 661 132 277 119 1009 118 852 390 3237 internal_value=0 0.00617582 0.0138511 0.0090785 0.0182146 0.0262225 0.0155397 0.0290274 0.0355797 0.0423316 0.0335046 0.0488398 -0.0946658 0.0670369 -0.168087 0.288441 0.0787373 0.0736155 0.0669775 -0.124851 0.0807655 -0.237123 -0.130779 0.0644904 0.402757 0.240722 0.220791 -0.281037 0.0873416 0.0924431 internal_count=39006 33664 31618 31470 28790 27547 25605 21726 20204 19148 17970 16546 2408 14138 3879 1178 13487 13369 13239 1065 12174 3478 1424 528 251 1942 326 5342 11857 11467 Tree=625 num_leaves=31 split_feature=33 33 74 13 79 37 39 8 88 42 13 7 32 69 85 8 23 39 23 39 53 33 33 13 23 33 39 69 13 13 split_gain=17.4071 4.99701 4.8437 3.21575 3.36191 3.05888 3.06376 2.94211 2.33843 2.09086 0.9546 3.02095 1.04374 0.787977 0.83425 0.888874 0.767841 0.709623 0.621453 0.562006 0.492656 0.29601 0.252094 0.0999032 0.0579573 0.0071994 3.05631e-05 8.62883e-06 5.44425e-06 3.67895e-06 threshold=0.5 6.5 0.5 4.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 3.5 1.5 0.5 1.5 0.5 0.5 2.5 11.5 0.5 2.5 18.5 0.5 1.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=13 2 3 4 5 6 7 10 9 20 12 -12 18 14 15 16 19 -14 21 -1 22 -2 -3 -16 -4 -24 27 -15 -25 -28 right_child=1 8 24 -5 -6 -7 -8 -9 -10 -11 11 -13 17 26 23 -17 -18 -19 -20 -21 -22 -23 25 28 -26 -27 29 -29 -30 -31 leaf_parent=19 21 22 24 3 4 5 6 7 8 9 11 11 17 27 23 15 16 17 18 19 20 21 25 28 24 25 29 27 28 29 leaf_value=-0.0181736 -0.000175787 0.0354245 -0.0539601 -0.0522979 -0.037125 -0.0357617 0.0644844 -0.0314923 -0.0190288 -0.00583062 -0.00106881 0.0712342 0.0375858 -0.0504084 -0.0406757 -0.000651587 -0.0502917 0.00467307 -0.0163661 -0.0428067 0.0230737 0.019542 0.0495507 -0.050224 -0.0439418 0.053207 -0.0502208 -0.0502803 -0.0501276 -0.0501464 leaf_count=3733 340 398 895 767 1586 1032 257 552 117 118 367 234 217 2268 3061 793 4508 189 439 2116 226 103 369 1754 1367 324 2874 2139 3072 2791 internal_value=0 0.0181826 -0.0698805 -0.0104848 0.0268445 0.0807448 0.131312 0.0830907 0.226369 0.295639 0.148447 0.325269 0.0928765 -0.394316 -0.349868 -0.283016 -0.327927 0.247199 0.00137913 -0.256669 0.38067 0.0825228 0.43933 -0.457354 -0.495639 0.512918 -0.502566 -0.503466 -0.501704 -0.501853 internal_count=39006 9897 8345 6083 5316 3730 2698 2441 1552 1435 1889 601 1288 29109 19037 11150 10357 406 882 5849 1317 443 1091 7887 2262 693 10072 4407 4826 5665 Tree=626 num_leaves=31 split_feature=13 60 86 84 31 85 75 13 92 37 10 65 53 58 62 56 8 63 84 65 31 22 28 39 31 42 35 77 74 32 split_gain=9.0629 7.87701 7.30759 6.82227 6.73209 6.30428 5.72335 4.90842 4.80172 5.05325 4.47417 4.33221 4.27357 4.24788 5.04059 5.47011 5.78375 6.34887 4.36587 4.27932 4.11058 5.35785 4.08586 3.78217 3.71557 3.70368 3.80333 3.72557 3.59063 4.20156 threshold=5.5 0.5 0.5 1.5 5.5 5.5 8.5 2.5 4.5 5.5 0.5 5.5 4.5 0.5 1.5 0.5 5.5 7.5 0.5 2.5 8.5 1.5 0.5 0.5 1.5 1.5 1.5 0.5 10.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 8 12 9 11 -3 20 13 14 15 16 17 23 22 -17 21 -4 -15 25 -23 26 27 28 29 -1 right_child=-2 10 6 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 18 -16 19 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 10 21 3 4 5 6 7 8 9 10 11 12 22 14 19 16 17 18 19 20 24 22 23 24 25 26 27 28 29 leaf_value=0.00673423 -0.0405337 -0.00111626 0.0116905 -0.0301402 -0.0350601 -0.0457875 -0.053268 -0.0288576 0.0592126 -0.0460242 0.0337832 -0.027661 0.0195337 0.0165413 -0.0651028 0.0141286 0.0671585 0.0578641 -0.028362 -0.037553 -0.0480167 0.0183522 0.0689602 -0.0224461 0.0861688 -0.0591856 -0.030627 -0.0347774 0.0605431 -0.0223862 leaf_count=3806 4070 518 5196 2321 1906 664 363 2717 101 234 3108 225 1730 973 220 2167 240 120 199 139 104 129 179 4335 136 185 859 723 301 1039 internal_value=0 0.0251941 0.00753845 -0.0332823 -0.0147736 0.000814772 0.0969352 0.0119986 0.111416 0.0951378 0.230334 0.110468 0.0256106 0.00367192 -0.0204341 -0.0114757 -0.0634729 -0.0763057 0.177056 0.108099 0.129845 0.142095 0.25345 -0.0923913 0.536533 -0.0437032 -0.0279811 0.00473253 0.0330043 0.014879 internal_count=39006 34936 31310 24822 22501 20595 6488 19931 6125 6024 3626 5790 17214 15484 14133 13913 11607 11367 1351 2306 5565 5461 1152 11247 265 6912 6727 5868 5146 4845 Tree=627 num_leaves=31 split_feature=44 91 8 22 75 59 12 71 87 74 75 50 48 85 81 59 31 63 69 74 55 31 19 78 15 65 11 63 86 63 split_gain=5.88092 5.39399 4.49233 4.31245 6.15403 4.32839 4.67138 5.29561 6.56997 4.89181 4.81623 5.64471 4.54731 3.70917 3.49615 3.20392 3.19197 3.05329 4.65316 3.52348 4.43767 3.86561 3.93986 3.16997 4.932 3.20548 3.00807 2.94724 2.86314 3.41337 threshold=2.5 0.5 11.5 4.5 5.5 10.5 0.5 1.5 2.5 3.5 0.5 0.5 2.5 3.5 0.5 0.5 5.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 13.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 -9 10 17 15 13 14 -8 -12 -3 18 19 20 21 22 -1 24 27 -25 -20 -19 -17 -30 right_child=-2 16 -4 -5 -6 -7 12 8 -10 -11 11 -13 -14 -15 -16 28 -18 23 26 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_parent=22 0 16 2 3 4 5 14 8 8 9 15 11 12 13 14 28 16 27 26 19 20 21 22 25 24 25 26 27 29 29 leaf_value=-0.028405 0.0232461 -0.0231942 -0.0406702 0.040942 -0.0388096 0.0469491 -0.0309198 -0.0284655 0.0308396 -0.0376559 0.0199906 0.0826438 0.0367351 0.00741948 0.0291239 -0.025721 0.0295132 0.0109263 0.00540839 0.0155055 0.00904198 0.00888163 0.0241898 0.00781559 -0.0416576 0.0693956 0.052862 -0.0371805 0.0608982 -0.0103334 leaf_count=5519 430 8220 1483 143 1124 797 3059 2724 290 1026 2351 117 317 311 420 532 160 3473 2315 664 662 1150 277 234 490 152 232 129 101 104 internal_value=0 -0.0315583 -0.0136387 -0.00672005 -0.0131038 -0.00283924 -0.00872783 0.0128284 -0.180064 0.0334206 0.0433257 0.165347 -0.149717 -0.192861 -0.266684 0.131691 -0.195858 0.00976811 -0.0343947 -0.100058 -0.136651 -0.195855 -0.247718 0.0847137 0.0528065 0.375175 0.087688 0.0869008 -0.0628667 0.172216 internal_count=39006 38576 30196 28713 28570 27446 26649 22542 3014 19528 18502 3205 4107 3790 3479 3088 8380 15297 10819 8272 7608 6946 5796 4478 4092 386 2547 3602 737 205 Tree=628 num_leaves=31 split_feature=39 68 77 42 88 57 74 87 35 44 79 12 12 90 77 89 31 50 44 3 70 63 39 75 71 43 31 9 83 29 split_gain=9.88846 8.00477 7.77968 6.81055 6.25181 6.00112 6.09224 5.56798 5.07414 4.96669 4.76768 4.45285 5.4233 5.45402 5.31096 6.9746 5.32388 4.62958 4.24262 4.00998 3.83572 3.43092 3.41926 3.29834 3.22962 3.224 4.60189 4.11709 3.19268 3.06678 threshold=3.5 11.5 20.5 1.5 1.5 20.5 18.5 1.5 6.5 2.5 2.5 9.5 1.5 1.5 0.5 0.5 3.5 0.5 0.5 2.5 4.5 2.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 11 -2 12 13 14 15 17 18 20 -16 -5 23 -18 -19 24 25 27 -27 28 29 -1 right_child=10 -3 -4 19 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 16 -17 21 22 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 10 1 2 19 4 5 6 7 8 9 10 11 12 13 18 15 21 22 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=-0.013056 -0.0399079 0.0408554 0.0483546 -0.0352304 0.0179067 0.0633872 0.0445545 -0.0251493 -0.041774 -0.050437 0.0287835 0.0402291 -0.0239302 -0.03139 0.0225135 0.0143237 0.00277109 0.00780886 -0.0270207 0.0244011 0.0316739 -0.0464263 0.0737982 0.027963 -0.023771 0.0230299 -0.0233848 -0.0436118 0.036188 0.00606871 leaf_count=9420 5144 842 171 1915 2641 119 312 3556 660 253 176 221 1192 485 1376 1830 187 320 101 189 119 174 108 202 3928 1507 601 490 136 631 internal_value=0 0.0102531 0.000888799 -0.00679816 0.00576611 -0.0125484 -0.0177596 -0.0252003 -0.0110537 -0.0034318 -0.317275 0.00273852 -0.0042826 0.0105108 0.0219669 -0.0125689 0.130458 -0.0542031 0.191813 -0.269425 -0.0695377 -0.123063 0.301621 -0.0817455 -0.093321 -0.0640449 0.0967523 -0.0956088 -0.0728382 -0.0875944 internal_count=39006 33686 32844 32673 30569 27928 27809 27497 23941 23281 5320 23028 22807 21615 21130 19292 1838 17462 1477 2104 17034 361 428 16915 16713 12785 2108 10677 10187 10051 Tree=629 num_leaves=31 split_feature=13 23 63 71 42 46 88 38 58 28 90 72 40 67 23 35 12 15 74 41 43 29 36 40 74 19 41 19 13 71 split_gain=8.22555 6.60228 6.39981 6.41205 5.43167 5.33376 6.13042 4.50336 5.08284 5.65619 4.11121 5.49284 4.54199 4.86964 6.00359 4.98664 4.66785 6.30676 4.20128 4.68643 3.76494 3.70597 3.87565 3.7358 3.69798 4.24201 3.90943 3.53889 3.42307 3.76402 threshold=3.5 5.5 5.5 4.5 1.5 1.5 7.5 0.5 1.5 1.5 12.5 1.5 1.5 0.5 1.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 4 5 6 7 8 10 -10 11 12 13 15 24 16 28 -18 19 27 -17 22 23 -9 25 26 -15 -14 29 -1 right_child=1 -3 -4 -5 -6 -7 -8 21 9 -11 -12 -13 18 14 -16 20 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 1 1 2 3 4 5 6 23 9 9 10 11 27 26 14 20 17 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00890322 -0.0379617 0.0268867 -0.0359145 -0.0435861 -0.0372435 -0.0242541 0.0615131 -0.0214809 0.0257479 -0.026584 0.0431588 -0.0397525 0.047435 0.037013 -0.00220325 0.0110115 0.0496716 -0.00945477 -0.0185382 -0.00673494 -0.0155465 0.0207756 -0.0676219 0.00956964 -0.00443982 -0.011198 0.0906803 0.000220944 -0.0458561 -0.0548842 leaf_count=8323 6164 255 2325 1822 1878 1399 105 2157 1043 104 141 1109 460 466 1351 2501 520 1113 138 251 922 387 280 638 221 111 226 137 1655 805 internal_value=0 -0.270208 0.00913453 0.018751 0.0267599 0.0346222 0.0459612 0.0393552 0.0603981 0.201418 0.0344912 0.0256826 0.0369703 0.0116609 0.149738 -0.0248027 -0.100308 0.119522 0.197205 0.269086 0.0615127 -0.093424 -0.149231 -0.109696 0.322713 0.422768 0.523037 0.377397 -0.152336 -0.118464 internal_count=39006 6419 32587 30262 28440 26562 25163 25058 21596 1147 20449 20308 19200 18214 2375 15839 12416 1633 986 848 3423 3462 3075 2795 1024 803 692 597 10783 9128 Tree=630 num_leaves=31 split_feature=39 63 14 85 32 61 10 90 75 13 76 17 68 77 91 84 54 73 59 16 85 9 39 70 17 54 39 17 31 53 split_gain=6.63644 6.28227 5.51324 4.32608 3.94744 5.78362 4.47909 4.19357 4.48546 4.57296 4.80068 3.50388 3.4899 3.78579 3.45489 3.23132 3.18256 4.04174 3.96573 3.8768 3.05212 3.04456 2.9096 2.75216 3.47774 3.3561 2.91566 2.85402 3.07422 2.91933 threshold=4.5 7.5 3.5 7.5 1.5 2.5 0.5 7.5 2.5 0.5 0.5 1.5 5.5 16.5 0.5 2.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 23 8 9 10 15 -11 13 -10 -12 16 17 22 19 -18 -8 -6 -1 24 -7 -26 27 28 29 -25 right_child=-2 -3 -4 -5 21 6 20 -9 12 11 14 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_parent=22 0 1 2 3 21 24 20 7 13 11 14 11 12 13 14 15 19 17 18 19 20 21 22 29 25 25 26 27 28 29 leaf_value=0.00572636 -0.0392377 -0.0464388 -0.0398563 -0.0427511 -0.0216632 -0.00251548 -0.04246 -0.0570815 0.0279284 -0.0171389 0.0106075 0.0230446 -0.0313184 -0.0245794 0.0611826 -0.0530668 0.0364377 -0.0243473 0.077577 -0.0184154 0.0157029 0.0149793 -0.0151023 0.0303586 0.00814466 0.0615265 0.0898031 -0.00461094 0.00947329 0.0923194 leaf_count=7807 3937 1958 2332 794 2902 715 599 148 1083 7193 384 639 644 150 154 330 325 2308 206 127 273 514 2258 125 376 211 101 132 148 134 internal_value=0 0.00932132 0.0177927 0.0264024 0.0327274 0.0486667 0.203861 0.0211915 0.0273385 0.00184513 0.0383477 -0.126149 0.181606 0.225212 0.32242 0.0161578 0.024523 0.00308719 0.237914 0.121821 -0.114946 -0.133917 0.0290145 0.272726 0.161929 0.355646 0.420782 0.335708 0.458351 0.641626 internal_count=39006 35069 33111 30779 29985 26569 2814 23755 23607 21730 13898 7832 1877 1233 538 13360 13030 12372 658 452 872 3416 10065 1942 1302 587 640 539 407 259 Tree=631 num_leaves=31 split_feature=23 59 38 8 39 59 33 75 5 84 32 46 91 47 14 54 39 17 35 85 26 39 67 24 23 43 24 85 55 53 split_gain=4.84219 4.60244 4.11139 3.83897 7.22102 5.50764 4.76575 5.16957 5.58309 4.59779 4.65654 5.38248 4.96213 4.24878 4.79514 4.69565 4.09467 4.04826 3.97888 4.57049 4.05839 4.25475 4.69266 4.01719 3.45765 3.40628 3.28382 3.18934 3.18534 3.48603 threshold=12.5 5.5 5.5 13.5 0.5 0.5 6.5 1.5 0.5 5.5 2.5 0.5 0.5 5.5 10.5 0.5 3.5 0.5 0.5 2.5 2.5 16.5 2.5 5.5 4.5 0.5 1.5 0.5 2.5 7.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 25 18 15 16 17 -15 20 -20 21 22 28 -21 -8 -1 -27 -23 29 -6 right_child=-2 -3 -4 -5 13 -7 24 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 23 -22 27 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=25 0 1 2 3 29 5 24 7 8 9 10 11 12 17 14 15 16 17 19 23 20 27 22 23 24 26 26 27 28 29 leaf_value=-0.00206005 -0.0421904 -0.0508295 -0.0533702 0.00941314 0.00250244 -0.0236111 0.00271241 -0.0350757 0.0485647 0.021101 0.0169108 -0.0388738 -0.0248839 0.0339974 0.0586363 -0.0193427 0.00239637 -0.00971225 -0.00915865 0.00132473 -0.0400049 0.0418231 -0.052575 0.0425694 0.0727702 -0.0354608 0.000594897 0.00400579 -0.0270557 0.0265873 leaf_count=6248 1364 2451 375 1094 10207 3879 885 1334 203 208 361 882 1408 568 108 269 469 154 2891 361 589 151 321 135 124 1068 202 119 199 379 internal_value=0 0.00397229 0.00525535 0.00634749 7.38034e-05 -0.0512508 -0.0358026 -0.0423664 -0.0327968 -0.0391353 -0.0500862 -0.0632972 -0.0523921 0.0216998 0.126646 0.0973289 0.145616 0.262967 0.0128547 -0.0551571 0.0267135 0.0294253 0.0237428 0.120418 0.372128 -0.0351792 -0.208348 0.244298 0.0262584 0.029434 internal_count=39006 37642 35191 34816 33722 16802 12923 11914 10580 10377 10169 9808 8926 16920 1568 1460 1191 722 15352 3387 11965 11376 11106 496 1009 7518 1270 270 10785 10586 Tree=632 num_leaves=31 split_feature=56 16 85 46 33 54 27 68 50 61 87 42 63 67 39 69 32 36 67 57 14 13 9 16 33 14 87 85 0 47 split_gain=5.16899 4.31754 4.23882 4.03705 3.89078 3.84407 3.66663 3.84346 3.4383 3.35555 3.07883 2.89472 3.09516 5.93731 4.60946 5.5194 5.59274 4.546 3.95892 3.75121 3.74039 3.75291 4.57462 3.86367 3.94213 3.65488 6.05344 4.98503 3.52895 3.52029 threshold=1.5 3.5 9.5 1.5 11.5 0.5 1.5 2.5 0.5 10.5 3.5 13.5 0.5 1.5 0.5 2.5 0.5 1.5 0.5 0.5 3.5 4.5 2.5 0.5 0.5 1.5 1.5 3.5 0.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 10 7 8 9 11 -4 12 13 14 15 16 25 18 19 -16 21 22 23 29 -25 26 27 -1 -18 -14 right_child=-2 -3 5 -5 -6 -7 -8 -9 -10 -11 -12 -13 20 -15 17 -17 28 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=27 0 1 10 3 4 5 6 7 8 9 10 11 29 13 19 15 28 17 18 19 20 21 22 24 24 25 26 27 28 29 leaf_value=-0.036551 -0.0385747 -0.0516594 0.0285852 -0.0357891 -0.0539506 0.0434974 -0.0375184 -0.0421899 -0.0372468 -0.0499275 -0.00157367 0.0233848 0.00152888 -0.0393269 -0.000301901 0.0151601 0.00747024 0.0254484 0.0201714 0.0268597 0.014021 0.0114358 -0.0343391 -0.00729612 -0.0539128 -0.00467714 0.00242012 0.014266 -0.0372513 0.0247917 leaf_count=5068 2560 735 198 1261 892 146 1787 1438 483 426 267 157 5525 849 8745 484 1450 321 522 411 1097 1225 267 868 293 677 233 130 266 225 internal_value=0 0.0107922 0.0121934 0.00722374 0.00918562 0.158566 0.0104506 0.0121506 0.0137408 0.0153455 0.0858857 0.0165256 0.0141093 -0.00583169 -0.00105198 -0.0688379 -0.101703 0.0204189 0.012344 0.00335248 0.04258 0.0255192 0.00342006 0.0120369 -0.162526 -0.164205 -0.232887 -0.315238 0.0332602 0.0268551 internal_count=39006 36446 35711 35100 33839 611 32947 31160 29722 29239 465 28813 28656 19156 18307 8308 7824 9999 9678 9156 9500 8403 7178 6911 1161 6108 5431 5198 1716 5750 Tree=633 num_leaves=31 split_feature=65 59 42 8 42 7 33 14 0 41 38 88 0 24 39 49 41 47 85 55 75 85 18 23 42 42 32 13 41 24 split_gain=6.23807 5.9728 8.90802 8.6883 8.14569 6.99527 6.68316 6.10627 6.5552 5.12965 5.06624 4.25434 4.23645 6.18953 4.39714 4.34927 4.16629 3.9106 3.97729 3.62536 3.62442 5.3464 4.51371 4.18609 3.95101 3.58214 3.56103 3.48262 3.35958 3.25733 threshold=1.5 0.5 4.5 1.5 2.5 1.5 4.5 8.5 5.5 2.5 0.5 0.5 0.5 7.5 6.5 1.5 0.5 2.5 0.5 0.5 0.5 6.5 0.5 1.5 0.5 0.5 2.5 4.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 7 6 9 8 17 10 11 12 13 15 16 20 -15 18 -3 -13 21 22 23 26 -22 -23 -1 -19 -6 -25 right_child=-2 4 -4 -5 28 -7 -8 -9 -10 -11 -12 19 -14 14 -16 -17 -18 27 -20 -21 24 25 -24 29 -26 -27 -28 -29 -30 -31 leaf_parent=26 0 18 2 3 28 5 6 7 8 9 10 19 12 16 14 15 16 27 18 19 24 25 22 29 24 25 26 27 28 29 leaf_value=0.00775732 -0.0195654 -0.0183463 -0.0381401 -0.0443494 0.0646362 -0.0348842 0.0749257 0.0446647 0.0555384 0.0304542 -0.0255947 -0.0237642 -0.0121882 0.0698885 -0.013516 -0.0497798 0.0160551 -0.000985054 0.0142313 0.0245324 -0.0285566 0.0496315 0.0519779 -0.0194177 0.020531 0.00154243 -0.0187237 -0.0516591 0.0242226 0.0216518 leaf_count=6246 5096 4388 652 2776 143 2327 1459 185 119 539 1821 2080 2303 168 121 217 180 1134 1136 430 1315 206 255 2061 196 118 534 422 207 172 internal_value=0 0.0108528 -0.012778 0.000863562 0.129903 0.0123095 0.0239402 0.042133 -0.0150726 0.0182292 0.00703708 0.0195418 0.0354411 0.0553517 0.335541 0.0369509 0.461809 -0.0647781 0.0153875 -0.162407 0.0441707 0.0605119 0.0412261 0.0313894 -0.15537 0.33034 0.059489 -0.29417 0.393839 -0.127169 internal_count=39006 33910 26176 25524 7734 22748 20421 7384 7199 18962 18423 16602 14092 11789 469 11320 348 7080 5524 2510 11103 9592 9268 9013 1511 324 6780 1556 350 2233 Tree=634 num_leaves=30 split_feature=33 82 47 33 7 17 69 39 53 86 7 61 56 15 31 47 23 47 70 33 39 33 23 39 91 33 24 13 23 split_gain=19.1209 4.69958 3.01769 3.02532 1.96037 1.82411 1.67818 1.57364 1.83218 2.28668 1.58629 1.20573 0.881195 0.854778 0.80837 0.712148 0.701856 0.607199 1.00769 0.959775 0.191439 0.178647 0.0437934 0.0160427 0.00949757 0.00408388 3.76415e-05 3.48276e-06 6.16696e-07 threshold=1.5 0.5 4.5 3.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 5.5 2.5 0.5 1.5 0.5 5.5 2.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=6 2 3 4 13 12 7 8 9 10 14 -6 17 -2 16 20 -1 19 -19 -5 25 26 -18 24 -21 28 -8 -28 -9 right_child=1 -3 -4 5 11 -7 21 15 -10 -11 -12 -13 -14 -15 -16 -17 22 18 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 leaf_parent=16 13 1 2 19 11 5 26 28 8 9 10 11 12 13 14 15 22 18 18 24 20 21 22 23 24 25 27 27 28 leaf_value=-0.0223906 -0.00390439 -0.0400519 -0.0233223 0.0239744 0.0404728 -0.0115515 -0.0503706 -0.0502811 -0.0504909 0.0291135 0.00673204 -0.00477244 0.00674547 -0.0385268 -0.00312515 -0.0198575 -0.0419217 0.00836992 0.0447443 0.0490229 -0.0373404 -0.037714 -0.0508711 0.0552788 0.0529424 -0.0527281 -0.0502224 -0.0501516 -0.0502461 leaf_count=1779 299 767 274 116 173 103 3647 1710 4674 891 1558 306 153 627 1041 2680 976 180 140 414 2547 2402 1748 257 367 729 2244 4190 2014 internal_value=0 0.100024 0.147739 0.191833 0.000703118 0.290142 -0.328686 -0.27521 -0.200256 -0.141293 -0.203172 0.213664 0.332435 -0.167624 -0.281616 -0.406091 -0.33733 0.366973 0.25417 0.430166 -0.464841 -0.470848 -0.467866 0.522485 0.508087 -0.510831 -0.502443 -0.501782 -0.502635 internal_count=39006 4176 3409 3135 1405 1730 34830 22347 12667 7993 7102 479 1627 926 5544 9680 4503 1474 320 1154 7000 12483 2724 1038 781 4453 10081 6434 3724 Tree=635 num_leaves=31 split_feature=39 10 8 92 38 14 63 13 4 36 16 25 8 44 30 77 78 61 46 2 63 31 31 34 42 22 56 65 78 3 split_gain=8.83581 8.20323 6.73082 5.89018 5.21082 5.55172 6.49945 5.14391 4.62206 4.66902 4.5215 4.51861 4.78479 4.4975 4.29988 5.13644 6.28965 5.04015 6.61408 7.32191 4.9804 4.37934 4.26828 4.22107 4.31236 4.03944 3.95775 3.68438 3.64966 3.57106 threshold=3.5 6.5 12.5 0.5 3.5 1.5 16.5 4.5 0.5 1.5 0.5 2.5 6.5 0.5 0.5 0.5 3.5 1.5 1.5 1.5 5.5 1.5 2.5 1.5 1.5 0.5 1.5 3.5 1.5 9.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 11 -7 12 14 -6 15 16 17 18 19 20 23 -18 -11 24 -1 -3 -19 -5 -10 -13 right_child=-2 25 -4 27 13 10 -8 -9 28 22 -12 29 -14 -15 -16 -17 21 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 0 25 2 27 13 10 6 7 28 22 10 29 12 13 14 15 21 26 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00319282 -0.0279243 0.0426435 -0.0464251 0.0218862 -0.00321705 -0.0333274 0.0645089 -0.0400877 -0.02863 -0.0396351 0.0157774 0.0239425 0.0547082 0.048515 0.0236085 -0.0199836 0.0537874 -0.0209241 0.0396573 0.046788 0.0405898 -0.0142373 0.0314318 0.0315495 -0.0459755 -0.0131908 0.0242316 -0.0186653 0.0191354 -0.0356169 leaf_count=8649 5302 3182 1294 1751 258 3682 120 2444 973 850 438 1352 282 338 760 1766 213 2455 347 386 170 149 181 337 531 239 131 172 152 103 internal_value=0 0.0284194 0.0153422 0.0223085 0.00273691 -0.00828916 0.00681775 0.000371463 0.00856897 0.0233641 -0.225826 0.0348152 0.014547 0.271458 0.00718953 -0.00840564 0.0153873 -0.00265926 0.0323643 0.00889937 -0.013041 0.362848 -0.261998 -0.030173 -0.0484904 0.326711 -0.15358 0.173864 -0.195277 0.197105 internal_count=39006 33704 30283 28989 27066 26470 22350 22230 19786 18661 4120 17630 16175 596 15893 15133 13368 13006 10420 10073 9687 362 1031 9517 9180 3421 2586 1923 1125 1455 Tree=636 num_leaves=31 split_feature=14 24 8 61 84 84 46 25 49 22 39 32 57 85 29 33 15 21 38 7 0 7 24 12 47 67 13 55 87 8 split_gain=5.58047 5.21844 5.18377 4.53714 4.34893 5.3372 5.92599 4.56434 4.36484 4.79103 4.67594 4.03187 3.57157 3.79025 3.82223 3.81261 4.60274 5.44809 4.87382 4.23283 4.06198 3.70632 3.63443 3.5795 3.26509 3.16791 3.44002 3.12588 3.12121 3.70731 threshold=6.5 6.5 10.5 5.5 7.5 0.5 8.5 2.5 3.5 2.5 2.5 0.5 2.5 10.5 0.5 4.5 0.5 0.5 0.5 0.5 1.5 0.5 3.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 12 -6 13 14 15 16 18 21 20 24 22 28 23 25 -20 26 -1 -19 29 -18 right_child=-2 -3 -4 -5 11 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 27 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 0 1 2 3 11 5 6 7 8 9 10 11 12 13 14 15 29 27 24 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00519318 -0.0402512 -0.0341311 -0.0386925 -0.0364861 -0.0504439 0.0111843 0.0700696 -0.0431536 0.0296612 0.0350071 -0.0240228 0.016168 -0.0365905 -0.0455329 -0.0268181 -0.0405004 0.0184019 -0.0115609 0.0413534 -0.0114234 0.0409176 0.00152763 -0.0482782 -0.040468 0.000327696 -0.0285692 -0.0188702 0.028921 0.0653818 0.0830993 leaf_count=3827 1929 1756 1714 1460 247 5211 137 2337 194 267 4147 129 1339 129 1881 1707 1222 2485 375 353 397 715 697 715 194 721 1593 451 461 216 internal_value=0 0.00251917 0.0106187 0.0177412 0.0243347 0.0320714 -0.00669121 -0.0139031 -0.00439852 -0.0172961 -0.0293929 -0.293597 -0.00814393 0.00238492 0.0113755 0.0265113 0.0368219 0.148896 -0.0122491 0.160339 -0.0607652 0.27379 -0.0797894 -0.0591363 0.281039 -0.0341977 -0.00168439 -0.0222659 0.371094 0.267966 internal_count=39006 37077 35321 33607 32147 31771 26560 26423 24086 23892 23625 376 19478 18139 18010 16129 14422 5550 8872 922 7950 2614 7553 6856 569 6141 5420 2936 1899 1438 Tree=637 num_leaves=31 split_feature=24 14 18 34 87 89 40 16 72 50 70 63 14 68 38 73 42 89 36 86 78 54 67 85 89 36 23 2 77 19 split_gain=9.25489 7.73095 6.44252 6.4431 5.01173 5.86714 4.58097 5.05694 4.77751 5.4188 5.22286 4.38252 4.31043 4.08647 4.03379 3.89862 4.10858 3.80562 3.52199 3.75996 3.51332 3.57799 3.39761 3.21081 3.08578 4.12626 3.57599 2.98379 2.94122 3.14528 threshold=3.5 0.5 9.5 7.5 1.5 0.5 0.5 1.5 0.5 1.5 3.5 11.5 4.5 5.5 2.5 1.5 1.5 1.5 0.5 2.5 0.5 0.5 1.5 1.5 0.5 0.5 4.5 2.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 -6 7 8 9 10 13 14 15 20 -10 16 24 22 19 28 27 -22 -9 -20 -3 26 -26 -1 29 -8 right_child=-2 12 -4 -5 5 -7 18 17 11 -11 -12 -13 -14 -15 -16 -17 -18 -19 23 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=27 0 24 2 3 5 5 29 22 14 9 10 11 12 13 14 15 16 17 23 19 21 21 22 23 26 25 26 27 28 29 leaf_value=-0.0014495 -0.0284128 -0.0165087 0.0530418 0.0367457 -0.0413458 0.0123276 0.00215438 -0.00263224 0.0228145 0.0588564 0.0323774 -0.0402422 -0.0458637 0.0350538 -0.0375311 0.0156052 -0.0533186 -0.0550679 0.0358781 -0.04919 -0.00945564 -0.0561519 -0.0510729 -0.00786717 0.00856429 0.0338481 -0.0508955 -0.0450465 0.0420868 0.0470047 leaf_count=9336 5490 5452 436 397 2296 345 2529 965 2256 118 222 272 2149 298 132 753 648 119 701 113 858 282 115 171 245 203 122 1721 128 134 internal_value=0 0.0152533 0.043282 0.0356736 0.0243272 -0.209972 0.0372524 0.00762522 0.0306169 -0.00382654 -0.0146392 0.160132 -0.115396 -0.0332153 0.194758 -0.0817209 -0.130003 -0.174755 0.135837 0.0688137 -0.0467359 -0.256083 -0.0997732 0.280828 -0.0939024 0.0734187 -0.127904 -0.0246767 0.0958685 0.0575937 internal_count=39006 33516 23944 23508 23111 2641 20470 16694 15495 12835 12717 2660 9572 12495 2388 7423 6670 1199 3776 2904 12197 1140 1080 872 6022 570 367 11057 2791 2663 Tree=638 num_leaves=31 split_feature=13 16 14 42 61 63 83 35 63 76 91 37 90 47 91 41 23 22 69 82 35 16 70 75 67 77 46 78 53 13 split_gain=9.20953 8.96502 7.40563 5.6503 5.47921 5.01581 4.45967 4.16416 5.76721 3.83578 5.02482 4.31941 4.28031 3.44573 3.39 3.70584 3.2068 3.12774 3.70425 3.77415 3.19289 3.85649 2.94508 3.89661 2.82429 4.34384 3.68987 3.40351 4.54685 2.98715 threshold=3.5 2.5 2.5 1.5 17.5 5.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 3.5 0.5 2.5 1.5 0.5 1.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 4 5 6 7 8 9 11 -11 12 24 -4 -13 16 -16 20 19 -19 21 -9 -22 -24 29 26 27 28 -26 -1 right_child=1 -3 13 -5 -6 -7 -8 17 -10 10 -12 14 -14 -15 15 -17 -18 18 -20 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 1 1 13 3 4 5 6 21 8 10 10 14 12 13 16 15 16 19 18 19 22 21 23 23 28 25 26 27 28 29 leaf_value=-0.000164266 -0.0398263 0.0439313 -0.0411289 -0.0383796 0.0604261 -0.0332042 -0.030864 0.0122958 -0.0335049 0.0620313 -0.00856607 -0.0268877 0.0287735 0.0183698 0.0407833 -0.0490111 -0.0154586 -0.0348604 -0.0595154 0.0483591 0.0132785 0.0410782 -0.00751693 0.0324002 0.0272958 -0.0439536 -0.01848 -0.0106696 0.0966875 -0.0299153 leaf_count=8019 6364 105 3496 1757 106 1708 794 2290 1474 376 172 2729 864 312 374 191 290 195 277 189 2230 617 784 212 749 231 320 149 184 1448 internal_value=0 -0.282739 0.0186214 0.0312912 0.0391667 0.0334505 0.0416228 0.0493745 -0.000122452 0.0207238 0.317776 0.0041181 0.0417167 -0.306886 -0.151877 0.0507022 0.181565 0.101728 -0.188176 0.06805 0.115543 0.221002 0.0749272 -0.0196574 0.0123978 0.139955 0.197277 0.278433 0.368471 -0.0293601 internal_count=39006 6469 32537 28729 26972 26866 25158 24364 17570 16096 548 15548 11964 3808 3584 855 664 6794 661 384 6133 2907 3226 996 11100 1633 1402 1082 933 9467 Tree=639 num_leaves=31 split_feature=24 87 71 14 8 33 61 10 29 17 74 84 12 31 65 77 38 66 87 31 54 41 86 74 90 0 40 76 47 39 split_gain=7.27518 5.08432 4.8803 4.70728 4.67559 4.36796 4.5479 5.61084 4.19762 4.16009 8.31771 4.95067 4.02479 3.85961 5.07774 3.80467 3.69225 3.50612 3.38346 3.28218 3.03043 2.81602 2.74007 2.74264 2.61475 2.96962 3.163 2.626 2.61109 2.57497 threshold=1.5 2.5 3.5 0.5 7.5 5.5 3.5 0.5 3.5 0.5 0.5 0.5 1.5 0.5 0.5 20.5 0.5 0.5 0.5 0.5 1.5 0.5 5.5 9.5 7.5 2.5 2.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 9 5 6 8 16 15 10 -2 -12 13 14 -11 17 19 18 20 21 -1 29 23 24 25 26 27 -19 -15 -8 right_child=3 -3 -4 -5 -6 -7 7 -9 -10 12 11 -13 -14 28 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 10 1 2 3 4 5 29 7 8 14 11 11 12 28 14 15 16 27 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00626681 -0.0304124 -0.0370691 -0.0466829 -0.037506 -0.0510491 -0.0526717 0.0728496 -0.0260122 0.0515626 -0.0441403 0.00128028 0.0799875 -0.0276174 0.0232321 0.0319737 -0.0555973 0.0722681 0.00696171 -0.0377994 -0.00751009 0.032891 -0.00830674 -0.0376693 -0.0410661 -0.0363005 0.0417141 -0.0474478 0.0293633 0.0788455 0.0239071 leaf_count=6129 5444 1576 1512 4325 1455 1677 175 428 103 585 716 215 352 327 343 125 162 9133 1370 251 316 185 172 350 163 239 265 516 141 256 internal_value=0 0.0278733 0.0379247 -0.138759 0.0457351 0.0526306 0.0588919 0.24788 0.0386909 -0.0784263 -0.172823 0.203716 0.0891254 0.205366 -0.0306868 0.0305129 0.343892 0.0366441 -0.0669416 0.243143 -0.0232646 0.378093 0.0689683 0.0766722 0.0838458 0.0914143 0.0794225 0.0872101 0.432761 0.491875 internal_count=39006 26558 24982 12448 23470 22015 20338 1457 18881 8123 6375 931 1748 1396 928 18778 1029 18653 7815 867 6445 616 10838 10666 10316 10153 9914 9649 468 431 Tree=640 num_leaves=31 split_feature=25 74 35 62 38 33 82 25 39 24 37 61 42 73 71 13 80 71 85 42 69 12 63 84 71 84 42 58 40 34 split_gain=5.39235 5.25653 4.66949 4.2859 4.04128 4.13496 5.4308 4.67347 4.94317 4.26128 3.95612 3.82101 3.66912 3.8757 4.04315 3.99001 3.36266 4.83015 3.27536 5.0935 4.05908 4.04948 5.15175 4.85613 4.30206 4.48428 3.94977 3.67364 3.56109 3.44336 threshold=3.5 3.5 4.5 5.5 5.5 1.5 1.5 0.5 3.5 3.5 8.5 9.5 0.5 1.5 1.5 2.5 0.5 0.5 2.5 7.5 0.5 0.5 7.5 3.5 4.5 0.5 0.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 10 -9 12 11 16 13 14 15 -7 18 -18 21 20 28 24 23 29 27 -26 -22 -1 -20 -23 right_child=-2 -3 -4 -5 -6 9 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 26 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=27 0 1 2 3 4 15 6 8 8 9 10 11 12 13 14 15 17 17 28 19 26 29 22 23 25 25 26 27 28 29 leaf_value=-4.2676e-05 -0.0472784 -0.0407913 -0.0449083 0.0380981 -0.053121 -0.0229463 -0.0329382 -0.019361 0.00428046 0.0336848 0.0566482 -0.0484574 0.0174355 0.0461733 0.0286372 0.0226726 -0.0377876 0.00357736 0.012049 0.038546 -0.0100378 -0.0227529 0.024876 0.02037 0.0362088 0.00621464 0.00826799 -0.0551188 -0.0145985 0.00805791 leaf_count=14913 1868 1626 1124 107 433 2454 1697 4492 446 278 100 317 513 192 159 104 565 344 1698 142 1006 1595 100 106 249 900 553 179 202 544 internal_value=0 0.00089351 0.00273862 0.00422832 0.00258315 0.00368283 -0.00230164 0.000258868 -0.107131 0.10425 0.00702249 0.00585425 0.0567734 -0.0405996 -0.0846128 -0.152231 0.0071441 -0.16369 0.0104114 0.0579618 0.0445945 -0.00124082 -0.101611 -0.141287 0.00725654 0.112395 -0.0242202 -0.00209102 0.0973609 -0.183571 internal_count=39006 37138 35512 34388 34281 33848 30148 28451 4938 3700 23513 23413 3422 2909 2717 2558 23096 909 22187 3601 3459 18586 2345 2245 16241 1149 1559 15092 1900 2139 Tree=641 num_leaves=31 split_feature=59 73 33 82 82 23 31 8 90 43 39 24 47 42 85 27 78 18 47 53 8 66 13 24 39 52 37 63 87 24 split_gain=4.52294 4.07935 4.00268 6.89282 4.43819 3.87391 5.14422 6.1526 3.82356 3.65403 3.57615 3.33968 3.90151 3.28533 3.81349 3.18447 3.15304 4.33722 3.20361 4.63539 3.17347 7.90065 5.40959 4.31316 4.48148 3.71945 3.75993 3.46982 4.012 3.35723 threshold=2.5 4.5 0.5 4.5 3.5 6.5 6.5 2.5 0.5 0.5 6.5 7.5 1.5 0.5 5.5 1.5 1.5 0.5 1.5 0.5 0.5 2.5 0.5 0.5 4.5 0.5 1.5 9.5 1.5 7.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 10 6 7 8 13 -7 15 12 -12 14 -4 16 17 20 19 -19 21 29 -23 -22 25 26 27 -25 -29 -1 right_child=-2 -3 3 -5 -6 9 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 23 22 -24 24 -26 -27 -28 28 -30 -31 leaf_parent=29 0 1 14 3 4 9 6 7 8 9 12 11 12 13 14 15 16 19 18 19 23 22 22 27 24 25 26 28 28 29 leaf_value=0.000843772 -0.0429539 -0.0346177 -0.0164614 0.040684 -0.0505258 0.0223418 -0.0371841 0.0180046 -0.0424982 -0.0362033 0.00699885 -0.00983702 0.0256783 0.0016194 0.0229934 -0.042753 -0.0171365 0.0389058 -0.007024 0.0033266 0.0220852 -0.0346405 -0.00513934 -0.00479035 0.0401022 0.0182106 -0.0321175 0.0144291 -0.0123777 0.0204077 leaf_count=11435 3479 668 5178 312 662 568 159 335 729 370 973 290 557 914 113 1177 1177 486 502 600 978 2366 1612 1404 102 478 150 635 192 405 internal_value=0 0.0127419 0.0146832 -0.0466476 0.0258911 -0.0635414 -0.0856756 -0.0626777 -0.0977128 0.138234 0.0275882 0.100463 0.128829 -0.0792339 -0.136761 0.0175891 0.0192469 0.0230942 0.169403 0.238554 0.0160602 -0.00115068 -0.167346 0.0619148 0.0371856 0.024215 -0.00147579 0.0134373 0.0885109 0.0151087 internal_count=39006 35527 34859 8678 26181 8366 7428 7269 6934 938 25519 1820 1530 6205 5291 23699 22522 21345 1588 1086 19757 15818 3978 3939 2961 2859 2381 2231 827 11840 Tree=642 num_leaves=31 split_feature=81 41 8 7 85 47 86 48 74 58 59 69 24 31 25 43 63 66 35 32 59 66 13 54 84 61 41 28 78 13 split_gain=5.66292 5.40666 7.29164 6.35692 5.50492 5.00555 4.90621 3.76004 4.07467 4.28379 3.56671 3.45026 3.25739 5.60189 4.22827 4.92786 3.97642 3.91476 3.73341 3.69845 3.53383 3.36928 7.23315 3.11208 3.3174 3.09653 3.44233 3.11179 2.97177 3.25027 threshold=0.5 0.5 1.5 1.5 6.5 3.5 2.5 0.5 1.5 1.5 1.5 6.5 1.5 0.5 0.5 0.5 2.5 0.5 0.5 1.5 0.5 3.5 3.5 1.5 2.5 2.5 2.5 0.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 5 6 11 8 9 10 12 23 13 14 17 -16 18 19 21 20 28 -14 -23 24 25 26 27 -3 29 -1 right_child=-2 4 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 16 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 27 2 3 4 5 6 7 8 9 10 11 21 13 15 15 16 17 18 19 20 22 22 23 24 25 26 27 28 29 leaf_value=0.00612131 -0.0385398 0.0100584 -0.0407945 -0.0374048 0.0398935 -0.023072 -0.0574322 -0.0268492 -0.0417173 -0.0502629 0.0338389 -0.0269818 -0.000428082 -0.0341095 0.0410755 -0.0236362 0.0510101 -0.022189 0.0226082 -0.0302684 0.0384052 -0.0296297 0.0617597 -0.0279027 0.0309515 -0.0153664 0.0320869 -0.0320103 -0.0444835 -0.0254075 leaf_count=2675 3388 3377 3071 2646 350 1532 422 1854 1468 355 687 219 4669 2366 391 189 188 2931 799 427 165 294 211 573 420 1043 1526 337 129 304 internal_value=0 0.00459408 -0.0279417 -0.0156379 0.0786122 0.0535429 0.08124 -0.00389688 0.00581827 0.0126457 0.0186332 0.0941586 0.0105064 -0.0435484 -0.0125951 0.237791 0.0555263 -0.0432472 0.0435483 0.00139897 0.0323712 0.0148037 0.301989 0.110844 0.125538 0.0910933 0.119785 0.0764103 0.00417662 0.0242361 internal_count=39006 35618 25819 22748 9799 9449 7917 20102 18248 16780 16425 7495 15738 9577 7211 580 6161 6631 5973 3700 3273 5174 505 7276 6703 6283 5240 3714 3108 2979 Tree=643 num_leaves=31 split_feature=33 33 10 42 25 23 33 39 74 53 86 23 7 24 24 32 91 33 39 39 47 32 53 47 66 33 66 13 85 13 split_gain=16.0299 3.67659 3.61115 2.85324 3.57348 2.8365 2.15141 1.82582 2.10269 2.02114 2.21349 1.20071 1.43865 0.911609 0.821651 0.758361 0.811203 0.709286 0.535965 0.486812 0.438064 0.753965 0.0821601 0.0458641 0.00595151 0.00369424 0.000414508 2.39331e-05 1.20077e-05 5.79836e-07 threshold=1.5 16.5 0.5 0.5 0.5 2.5 5.5 0.5 0.5 0.5 0.5 2.5 0.5 1.5 0.5 1.5 0.5 0.5 1.5 0.5 1.5 0.5 2.5 0.5 0.5 8.5 2.5 1.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=7 2 3 4 6 -5 13 8 9 10 11 12 14 15 24 16 19 22 -19 -2 25 -22 27 -11 -1 -8 -10 28 -9 -29 right_child=1 -3 -4 5 -6 -7 20 17 26 23 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=24 19 1 2 5 4 5 25 28 26 23 10 11 12 13 14 15 16 18 18 19 21 21 22 23 24 25 26 29 28 29 leaf_value=-0.023221 0.00642068 0.0516444 -0.0389666 0.0148088 -0.0269779 -0.052298 0.0463413 -0.0503226 -0.0511468 -0.0409428 0.0291308 0.00972136 0.00722282 -0.0156998 -0.050405 0.0335681 -0.0149749 -0.0448012 -0.0157688 0.0310299 0.00940231 0.0450339 -0.0404227 -0.0503292 -0.0202707 0.0489718 -0.0503141 -0.0501428 -0.0501902 -0.0501127 leaf_count=1243 273 491 946 180 377 272 207 2407 2159 3329 957 1624 682 330 1928 145 134 1167 1591 119 137 173 2896 2709 702 426 2728 2765 2398 3511 internal_value=0 0.0743718 0.0323703 0.0796882 0.136887 -0.227098 0.201005 -0.319988 -0.242413 -0.179203 -0.107543 -0.176295 -0.240055 0.0951542 -0.322563 0.144522 0.0797433 -0.429469 -0.289172 0.15702 0.372693 0.279371 -0.486175 -0.456954 -0.220057 0.476661 -0.506792 -0.501965 -0.502613 -0.501271 internal_count=39006 4210 3719 2773 2321 452 1944 34796 18061 13174 7136 6179 4555 1001 3873 671 526 16735 2758 392 943 310 13977 6038 1945 633 4887 11081 4805 6276 Tree=644 num_leaves=31 split_feature=39 10 14 8 38 78 31 88 13 91 79 7 42 74 92 22 87 52 26 39 22 17 0 19 0 87 69 32 85 63 split_gain=7.66761 7.95172 7.07131 6.00933 5.81491 5.1087 7.43447 5.81669 6.01484 4.96701 6.48912 3.89679 4.81206 3.74163 3.98612 4.77608 4.50449 3.738 4.50504 3.70829 4.0264 3.70669 4.18088 3.52156 3.49567 3.36262 3.73684 3.49983 3.52789 3.4766 threshold=5.5 6.5 3.5 9.5 2.5 4.5 0.5 3.5 4.5 0.5 0.5 0.5 0.5 11.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 4.5 4.5 6.5 1.5 1.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 24 8 9 10 13 -11 -13 14 15 19 -16 18 -12 20 25 22 -6 -3 -7 26 27 28 29 -1 right_child=-2 23 -4 -5 21 6 -8 -9 -10 11 17 12 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 23 2 3 22 24 6 7 8 11 18 12 12 13 16 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00209085 -0.0369908 0.0447962 -0.0421676 -0.034202 0.0224239 0.0859688 -0.00242692 -0.0342665 -0.0382313 0.0171651 0.000134078 0.00354283 -0.055661 0.0396748 0.0258631 0.0322761 -0.0177396 0.0394266 0.0415146 -0.0310718 -0.039723 -0.00700483 0.0742863 0.00112996 0.0228271 -0.0535272 0.0552992 -0.0331134 -0.0201327 0.0412374 leaf_count=7164 3050 2957 2631 1677 616 101 345 521 3338 3197 1622 1640 187 481 602 335 280 476 467 2734 494 248 197 538 105 526 115 818 1400 144 internal_value=0 0.0211293 0.00848036 0.0165249 0.0248801 0.0109718 0.261321 -0.000116878 0.00951901 0.0184749 -0.0149153 0.107247 -0.0248555 -0.0499756 -0.0584406 -0.0813069 0.121077 0.13708 0.0733994 -0.0950296 -0.0743913 0.238159 0.338373 0.316114 0.594834 -0.0579875 -0.0482501 -0.0570154 -0.0387469 -0.00562901 internal_count=39006 35956 32461 29830 28153 27092 551 26541 26020 22682 17658 5024 1827 15093 14612 13730 882 2565 2089 13395 10661 1061 813 3495 206 10167 9641 9526 8708 7308 Tree=645 num_leaves=31 split_feature=8 24 3 14 35 42 36 39 31 85 66 23 44 75 74 48 3 91 24 85 31 57 65 53 87 58 55 18 66 12 split_gain=5.32514 5.12336 6.56813 5.15361 4.2967 5.44095 4.44233 4.9679 4.38964 4.07489 5.907 4.10358 3.95783 4.80925 3.82658 4.07273 5.65543 3.88755 3.82704 3.35056 3.90869 3.30728 3.6974 3.76596 3.21766 4.04677 3.82638 4.0149 3.93259 3.82049 threshold=11.5 4.5 0.5 5.5 1.5 2.5 1.5 6.5 4.5 1.5 5.5 1.5 2.5 4.5 3.5 1.5 0.5 0.5 0.5 9.5 1.5 1.5 2.5 2.5 0.5 0.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 -3 4 6 8 7 12 -6 10 11 -8 13 14 15 17 18 19 -17 20 24 22 23 -22 26 -26 28 -28 29 -1 right_child=-2 2 -4 -5 5 -7 9 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_parent=29 0 2 2 3 8 5 11 7 8 9 10 11 12 13 14 18 16 17 18 19 23 21 22 23 25 25 27 27 28 29 leaf_value=0.00160241 -0.0438311 -0.0334046 0.0216123 -0.0347602 -0.0276621 0.0429291 0.0156868 -0.0473082 0.00826927 0.0438341 0.0476327 -0.0399873 0.035047 -0.0355712 -0.0349553 0.0246544 -0.00180893 -0.0159997 0.0966598 -0.0176575 0.0203484 -0.0254531 -0.0212429 0.0650176 0.0068503 0.042397 0.0232172 -0.034904 -0.0278195 -0.032868 leaf_count=6204 1529 3275 357 1987 3790 113 514 1183 485 307 240 454 186 740 836 305 1343 4716 138 345 1313 291 166 325 4050 342 799 117 1775 781 internal_value=0 0.00479089 -0.198127 0.0183104 0.0263545 -0.118751 0.0436381 0.0272421 -0.173198 0.220621 0.0764271 -0.112743 0.034329 0.0252671 0.0346664 0.0422649 0.301721 0.0300518 0.60777 0.0467163 0.0600126 0.1776 0.211859 0.25396 0.0288039 0.111072 -0.0176632 0.155193 -0.0588166 -0.0175561 internal_count=39006 37477 3632 33845 31858 4388 27470 25955 4275 1515 1208 968 24772 24586 23846 23010 1786 21224 443 16508 16163 2095 1804 1638 14068 4392 9676 916 8760 6985 Tree=646 num_leaves=31 split_feature=39 18 85 83 12 34 42 78 71 24 63 90 72 8 79 67 57 10 44 65 59 13 6 51 35 77 59 74 12 52 split_gain=9.51857 7.09422 6.88748 6.10596 5.67653 5.45993 6.03502 5.83141 4.37045 4.38851 4.31216 3.80091 4.16855 3.98114 3.52621 3.37869 3.46762 4.02986 3.94866 3.37658 3.29213 3.24115 3.22337 3.15379 2.90149 2.81595 2.87755 2.80216 2.72085 2.70995 threshold=3.5 12.5 2.5 2.5 9.5 21.5 0.5 4.5 3.5 4.5 6.5 6.5 5.5 1.5 2.5 11.5 4.5 1.5 1.5 0.5 10.5 0.5 2.5 0.5 10.5 0.5 0.5 19.5 11.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 15 -2 16 18 -18 20 -12 22 -21 24 25 27 -4 -27 -1 -6 -15 right_child=14 -3 23 -5 28 -7 -8 -9 -10 -11 19 -13 -14 29 -16 -17 17 -19 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=27 14 1 25 3 28 5 6 7 8 9 19 11 12 29 14 15 17 17 18 21 20 21 22 23 24 26 26 27 28 29 leaf_value=0.00139239 -0.0396969 0.0545628 -0.0356471 0.0469097 0.0525934 0.0560801 -0.0185059 -0.0569549 -0.0441451 -0.0406083 -0.0336718 -0.0509045 0.0458824 0.0142575 0.0193784 0.0420882 0.0518038 -0.0122698 -0.0368626 0.0286437 -0.0377105 -0.0396703 0.0252722 0.0274309 -0.0504334 -0.0271537 0.0280337 0.0396234 -0.0016391 0.0521564 leaf_count=15691 5115 403 3389 151 269 137 3697 273 1288 1018 1211 243 307 1116 183 175 294 453 311 274 1219 156 236 194 305 179 104 229 151 235 internal_value=0 0.0081517 0.00188979 0.0173076 0.0103547 0.00197958 -0.003245 0.0146705 0.0205887 0.026254 0.032408 0.0446206 0.0490793 0.0424185 -0.321943 0.0277833 0.0216021 0.298997 0.0124708 -0.184706 0.0202885 0.0717704 0.0266674 -0.212513 0.0155116 -0.258859 -0.0328249 0.0200938 0.364414 0.223412 internal_count=39006 33708 33305 29439 29288 28868 28731 25034 24761 23473 22455 20814 20571 20264 5298 18913 18738 747 17991 1641 17680 430 16461 3866 16225 3672 283 15920 420 1351 Tree=647 num_leaves=31 split_feature=87 14 8 13 33 61 44 58 39 88 80 36 12 67 25 90 76 25 86 54 40 42 24 85 74 61 88 28 74 74 split_gain=8.03538 6.41284 5.53684 5.32736 5.08343 4.34082 4.20149 4.11857 4.25819 3.90978 4.20708 3.81074 3.67448 3.49926 4.36612 4.09807 3.72415 3.83334 3.58251 3.59381 4.4732 3.52202 3.36686 3.33493 3.26357 3.06002 2.82688 2.79777 2.848 3.55558 threshold=2.5 5.5 4.5 4.5 4.5 16.5 0.5 9.5 4.5 5.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 0.5 6.5 1.5 1.5 0.5 4.5 3.5 0.5 4.5 0.5 2.5 3.5 10.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 13 -5 16 15 -15 18 -18 19 20 21 22 27 -9 -16 -12 -22 28 -1 -30 right_child=-2 -3 -4 12 -6 -7 -8 23 -10 -11 25 -13 -14 14 24 -17 17 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=28 0 1 2 12 4 5 6 23 8 9 25 11 12 15 24 15 17 17 18 19 26 21 22 23 24 25 26 27 29 29 leaf_value=-0.000131901 -0.035033 -0.0508044 -0.0392567 -0.0460163 -0.0435672 0.0471278 -0.023855 0.0585744 -0.032465 0.0397013 -0.0286625 -0.0488038 0.0159913 0.00104372 0.061291 0.0480166 0.0343284 -0.018965 0.0550229 -0.0178977 0.0308046 -0.0303597 -0.0268826 0.00960113 -0.00132014 0.0122757 -0.00573863 0.0407074 0.0302029 -0.0270302 leaf_count=11853 3927 1954 2047 3169 1895 134 1899 150 1376 232 1233 404 302 1035 298 118 622 277 103 1054 529 2029 535 171 140 129 228 109 625 429 internal_value=0 0.00221473 0.00913732 0.0168325 0.0263056 0.0327519 0.0268721 0.0364009 0.026652 0.0344902 0.0273605 0.0411793 -0.303143 0.04636 0.17706 0.0880215 0.0269088 0.232583 0.0117958 0.00583437 0.0234503 9.00782e-05 0.0130125 0.299841 0.452069 -0.177863 0.213453 0.0268896 0.0179201 0.202605 internal_count=39006 35079 33125 31078 27607 25712 25578 23679 23358 21982 21750 20388 3471 19984 1591 1153 18393 899 17494 17391 16337 15580 13551 321 438 1362 757 13016 12907 1054 Tree=648 num_leaves=31 split_feature=39 8 14 85 40 33 61 24 13 2 4 23 61 90 66 10 46 12 70 17 32 46 92 69 41 75 84 39 63 23 split_gain=7.30912 6.02252 5.63538 4.33419 5.31571 4.20593 3.82185 3.95191 3.7401 3.51645 4.16231 4.34441 4.172 4.3446 4.67156 4.1256 3.89889 3.53747 3.51748 3.68305 4.10871 3.35672 3.7513 3.63333 4.49786 3.9795 3.88178 3.31384 3.17401 3.28053 threshold=4.5 4.5 4.5 3.5 2.5 5.5 1.5 1.5 5.5 2.5 0.5 6.5 2.5 7.5 0.5 0.5 2.5 9.5 0.5 0.5 0.5 0.5 0.5 1.5 2.5 0.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 8 -5 -8 9 10 12 -12 13 14 -1 18 17 21 19 -14 -21 22 23 24 25 26 27 -16 29 -23 right_child=-2 -3 -4 6 -6 -7 7 -9 -10 -11 11 -13 15 -15 16 -17 -18 -19 -20 20 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=14 0 1 2 6 4 5 7 7 8 9 11 11 19 13 27 15 16 17 18 20 20 29 22 23 24 25 26 27 28 29 leaf_value=-0.00783199 -0.0410467 -0.0444627 -0.0458283 -0.0334466 -0.0398963 -0.0524351 0.0517481 -0.0258003 -0.0363059 -0.0309194 0.0135963 0.0584442 -0.00952771 -0.0569609 6.20201e-05 -0.0139185 -0.0262338 -0.0462716 0.0425404 0.0563424 -0.0019859 0.0747689 -0.0190195 0.0313565 0.0575403 0.0190269 0.0268021 -0.0284172 0.0073809 0.0249607 leaf_count=6355 3960 2254 1953 2033 724 1717 129 294 2137 3310 923 224 629 144 2546 564 437 192 564 297 272 166 765 981 739 1836 539 1675 357 290 internal_value=0 0.0235158 0.0318548 0.0394404 0.0523847 0.0607304 -0.184888 0.128896 0.0659186 0.0722669 0.0790784 0.273694 0.0629931 0.0378614 0.0447677 0.198165 0.0818337 0.0962289 0.261682 0.129087 0.312448 0.104607 0.0777719 0.099586 0.0709732 0.0539383 -0.00371054 -0.0438534 0.272686 0.428449 internal_count=39006 35046 32792 30839 28383 27659 2456 423 25942 23805 20495 1147 19348 17022 16878 2326 10523 10086 1762 1198 569 9894 9081 8316 7335 6596 4760 4221 813 456 Tree=649 num_leaves=31 split_feature=25 74 52 11 7 42 16 8 13 33 76 0 67 51 28 13 59 59 8 69 15 20 20 21 85 13 17 45 32 0 split_gain=4.86749 4.39085 4.21126 4.16269 4.65179 3.99549 3.97733 7.12221 5.10198 7.06745 4.56815 4.57437 4.44891 3.67621 3.46847 3.3479 6.16374 5.44661 5.62795 5.21412 5.14482 12.8456 8.11387 10.7784 5.13637 4.33579 3.761 3.62973 3.69052 3.97348 threshold=3.5 3.5 2.5 0.5 5.5 0.5 0.5 4.5 0.5 3.5 1.5 5.5 0.5 1.5 0.5 5.5 0.5 0.5 2.5 8.5 0.5 0.5 0.5 0.5 0.5 13.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 -4 10 8 9 -8 11 12 15 14 -5 17 20 19 -19 27 21 24 26 -24 -17 -26 -22 28 29 -1 right_child=-2 -3 5 13 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 0 1 5 14 4 5 9 7 8 9 10 11 12 13 14 24 16 18 18 19 26 21 23 23 25 25 26 27 28 29 leaf_value=-0.000647538 -0.045555 -0.0376383 -0.0351469 0.0132763 -0.0524415 0.00988567 -0.0402268 0.0240748 -0.00528344 0.0233677 0.0377803 -0.0475006 -0.0113687 -0.046085 -0.0135994 -0.0130596 0.0335394 -0.0195926 0.0181698 0.0377658 0.00997393 -0.0532467 0.0679915 0.00165421 0.0115608 -0.0230436 -0.0171817 -0.0115908 0.00506816 -0.027162 leaf_count=8724 1824 1635 911 2712 634 118 2397 139 1552 104 337 136 2874 248 582 435 309 3360 176 108 766 123 141 127 1084 125 177 1998 4868 282 internal_value=0 -0.00107965 0.000600666 0.0034608 -0.00353103 -0.211817 -0.00212042 -0.100322 -0.154261 -0.304741 0.00429424 0.00223065 0.00385685 0.0905087 0.10362 0.0103001 0.0593122 -0.00196577 -0.134517 0.00725937 0.039284 -0.0197943 0.123074 0.374877 0.0213121 0.0812313 0.0480977 0.003879 0.0112218 -0.0128311 internal_count=39006 37182 35547 34518 30976 1029 30342 4192 4053 2501 26150 25813 25677 3542 3294 22803 3287 19516 3536 15980 2978 1767 1211 268 1644 1209 943 15872 13874 9006 Tree=650 num_leaves=31 split_feature=75 41 85 78 15 19 85 50 91 18 9 39 58 14 69 8 23 87 41 85 63 74 32 23 13 61 32 24 33 32 split_gain=4.72754 4.48514 4.29827 3.96707 3.99084 3.93808 6.18975 3.83066 3.55398 3.63505 3.95022 3.95075 6.24716 4.71127 5.08344 5.91949 5.09362 3.82158 3.54785 3.32131 4.67769 3.31262 3.63734 3.20225 5.32071 5.40182 3.13605 3.06784 3.05066 2.91051 threshold=5.5 2.5 17.5 2.5 9.5 1.5 4.5 0.5 2.5 0.5 2.5 0.5 0.5 0.5 2.5 18.5 2.5 0.5 0.5 0.5 13.5 0.5 0.5 3.5 3.5 0.5 1.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 -7 8 9 10 11 12 13 14 15 16 17 29 28 20 -15 22 -18 24 25 -11 -24 -16 -19 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 23 -12 -13 -14 19 27 -17 21 18 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 6 6 7 8 25 10 11 12 20 27 15 22 28 18 19 20 21 26 23 24 25 26 27 28 29 leaf_value=-0.0301329 -0.0530891 -0.0250425 0.0376226 -0.0274508 0.0240232 -0.0214745 0.0243761 -0.0370043 -0.0334282 0.0468507 -0.020995 0.00397425 -0.0235845 -0.00390483 0.0590657 0.0202397 -0.000601403 -8.59732e-05 -0.0417927 0.0126437 0.0249078 -0.0306529 0.0544708 -0.0123256 -0.00849583 0.00758871 -0.00804847 0.00743298 -0.0494692 0.0193799 leaf_count=4719 1383 2802 163 760 354 2094 135 715 752 572 391 13870 1232 2063 122 152 1501 726 197 1008 139 962 301 646 163 476 101 155 148 204 internal_value=0 0.0131271 0.0160347 0.0139734 0.0163624 0.0132398 -0.127718 0.0182018 0.0200159 0.0218688 0.0163944 0.0197789 -0.019173 -0.00242515 -0.0594751 -0.0818537 -0.111323 -0.173694 -0.0825495 0.0492518 -0.00206669 0.0162274 0.0650393 0.145166 0.197273 0.2956 0.345319 0.2396 -0.0349526 -0.271201 internal_count=39006 37623 34821 34658 33898 33544 2229 31315 30600 29848 27991 27600 13730 12498 9288 9011 8859 5994 1071 3210 2202 2865 1903 1857 1211 1048 402 277 874 4923 Tree=651 num_leaves=31 split_feature=61 13 84 62 25 31 53 78 91 34 69 84 61 25 40 14 87 39 70 86 16 23 85 85 85 55 85 41 14 66 split_gain=6.14466 6.74538 4.92427 4.309 5.12627 4.71197 4.33767 4.18533 4.61225 4.37486 3.76918 3.94996 4.2019 4.18153 3.52941 4.66599 3.55195 3.76388 4.13024 4.66107 3.37822 3.26976 3.13619 3.71255 2.73185 3.9264 2.70705 2.69719 2.60076 2.53814 threshold=0.5 0.5 1.5 0.5 0.5 4.5 3.5 1.5 0.5 0.5 5.5 1.5 4.5 3.5 0.5 2.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 8.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 -2 4 5 7 29 8 14 -10 11 12 13 22 15 16 17 -1 19 -19 -17 -21 -3 -24 -18 28 -25 -4 -26 -6 right_child=1 10 27 -5 6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 20 24 18 -20 21 -22 -23 23 26 25 -27 -28 -29 -30 -31 leaf_parent=17 2 22 27 3 29 5 6 7 9 9 10 11 12 13 14 20 24 19 18 21 20 21 23 26 28 25 26 27 28 29 leaf_value=-0.0205301 -0.0308222 -0.015397 -0.0180125 -0.0236695 0.0182668 -0.0504158 -0.0283234 0.0357986 0.0238225 -0.0394656 -0.0344569 0.0185229 -0.0497044 0.0573307 0.0186868 0.0178346 0.039558 -0.00882338 0.0408647 0.0781795 -0.0353797 4.98459e-05 0.0122192 -0.025013 -0.0101943 0.0359593 0.0243438 0.023535 0.0250529 0.0486396 leaf_count=5459 7934 2560 475 1305 1239 1734 1359 495 1480 219 564 1018 934 239 1311 1048 123 3645 328 110 130 206 1894 709 867 153 109 298 151 910 internal_value=0 -0.0766934 -0.219231 0.0338279 0.0445171 0.0205171 0.193519 0.0277911 0.0173823 0.185587 -0.0143768 0.00722658 -0.0375172 -0.0144452 -0.00584478 -0.0235006 -0.0546429 -0.093872 -0.0366693 -0.0604392 0.134174 0.392282 -0.0332976 0.0377795 0.0594617 0.0194267 -0.153351 0.0202989 -0.0442015 0.239271 internal_count=39006 16734 8707 22272 20967 17459 3508 15725 15230 1699 8027 7463 6445 5511 13531 12220 11042 9748 4289 3961 1178 316 5272 2712 1294 1171 818 773 1018 2149 Tree=652 num_leaves=28 split_feature=33 48 82 42 74 24 16 25 69 13 84 74 10 70 33 63 33 7 39 24 66 61 33 61 24 13 24 split_gain=16.7467 3.76152 4.15058 2.84648 3.67329 3.32488 2.9007 1.99786 1.67055 1.20772 1.24039 1.41114 1.40018 1.3849 1.31059 1.58271 0.95249 1.11556 0.762305 0.719356 0.394927 0.186852 0.097611 0.0751513 8.79691e-05 4.81044e-06 2.24966e-06 threshold=1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 1.5 5.5 0.5 0.5 0.5 0.5 0.5 9.5 2.5 0.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=8 2 3 4 6 -5 7 16 9 10 11 12 13 14 15 19 17 18 -2 -1 -16 22 -18 24 -10 -26 -11 right_child=1 -3 -4 5 -6 -7 -8 -9 23 26 -12 -13 -14 -15 20 -17 21 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 leaf_parent=19 18 1 2 5 4 5 6 7 24 26 10 11 12 13 20 15 22 17 18 19 20 21 22 23 25 25 26 leaf_value=-0.0147281 0.0292121 -0.0491393 -0.0407442 -0.0443448 -0.0286457 0.0264694 -0.0246392 -0.00559798 -0.0504911 -0.0502039 -0.0505979 -0.0454862 -0.0505207 -0.0434654 -0.00292738 0.0185522 0.0335915 0.042742 -0.00119725 -0.0433869 0.0221169 0.0536487 0.0457947 -0.0410302 -0.0502382 -0.050154 -0.0501391 leaf_count=2067 182 631 582 157 352 171 184 229 3778 2219 2378 3730 3931 1262 235 1067 232 213 203 2295 604 447 612 2824 3077 2790 2554 internal_value=0 0.0731592 0.1075 0.151571 0.208588 -0.144752 0.261105 0.30585 -0.335931 -0.281647 -0.245412 -0.208803 -0.158504 -0.115842 -0.0643076 -0.164332 0.352887 0.267662 0.147198 -0.261212 0.116262 0.460471 0.40694 -0.484853 -0.503114 -0.50201 -0.501729 internal_count=39006 4195 3564 2982 2654 328 2302 2118 34811 22342 17569 15191 11461 7530 6268 5429 1889 598 385 4362 839 1291 844 12469 9645 5867 4773 Tree=653 num_leaves=31 split_feature=87 49 75 43 34 73 14 25 13 38 6 10 14 84 74 39 19 0 7 58 7 16 92 66 23 61 32 15 59 53 split_gain=7.51401 7.82278 7.59464 7.43096 7.93011 5.66559 5.64917 5.23767 5.28639 4.96087 5.39177 4.472 3.99095 3.72145 3.55339 3.27271 5.72937 3.24422 3.98582 3.86022 3.84871 3.31278 3.24716 4.24611 3.31826 3.2129 3.95216 3.94408 5.0884 4.03365 threshold=2.5 2.5 7.5 0.5 1.5 2.5 2.5 1.5 3.5 6.5 3.5 1.5 4.5 1.5 11.5 0.5 0.5 1.5 4.5 0.5 0.5 0.5 0.5 1.5 0.5 2.5 0.5 1.5 2.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 4 5 6 7 8 13 10 11 12 17 14 25 -6 -17 18 20 -19 22 -22 24 -24 -5 26 27 -1 29 -29 right_child=1 -3 -4 9 15 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=27 1 1 2 24 15 5 6 7 8 9 10 11 12 13 14 16 16 19 18 19 21 21 23 23 24 25 26 29 28 29 leaf_value=0.00410901 -0.034543 0.0403471 -0.0439412 -0.0127798 0.0134999 0.0312276 -0.0443765 0.0142023 -0.0424412 0.0538387 -0.0570374 0.0269731 -0.0545331 -0.0306478 0.0389706 0.0182313 0.106192 -0.0066143 0.0624403 0.0423154 -0.0248563 0.00702134 0.076612 0.00677152 0.0127685 -0.0229558 -0.0167597 -0.0189308 -0.0765529 0.0487602 leaf_count=8373 3730 206 985 887 1003 696 2555 1229 3557 206 140 2936 790 834 448 304 149 282 152 328 933 448 131 143 1802 1791 2968 690 115 195 internal_value=0 -0.240037 0.022313 0.0303759 -0.0138 -0.0365194 -0.0499439 -0.0376324 -0.0634367 0.114273 0.0973594 0.109501 0.0667715 -0.0486128 -0.0334047 0.251954 0.52247 0.0794155 0.0458941 0.270974 0.0298708 -0.110752 0.0952847 0.379566 0.0552851 -0.0427767 -0.0231556 0.0113337 -0.195633 -0.0847202 internal_count=39006 3936 35070 34085 24907 23451 22755 20200 18971 9178 8972 8832 5896 15414 14580 1456 453 5106 4496 610 4344 1381 2963 274 2689 14132 12341 9373 1000 885 Tree=654 num_leaves=31 split_feature=44 14 29 61 24 70 24 26 9 58 8 84 32 33 66 36 75 6 25 39 12 15 58 87 85 42 6 91 59 46 split_gain=4.9217 6.48212 5.52078 5.8469 6.11626 5.04704 4.93825 4.08126 3.81063 3.75936 3.52422 3.14677 4.46002 3.1032 2.91799 2.85889 3.46751 3.34488 4.84876 4.44095 4.48944 4.44846 3.90093 3.36899 4.31917 3.22564 3.618 2.98528 3.17671 2.96574 threshold=2.5 6.5 0.5 2.5 5.5 2.5 0.5 2.5 1.5 0.5 11.5 7.5 0.5 5.5 1.5 1.5 9.5 0.5 0.5 0.5 0.5 1.5 2.5 5.5 3.5 0.5 1.5 0.5 7.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 -7 10 -5 -4 11 13 -13 15 -8 16 17 19 25 20 22 -22 23 27 -25 26 -19 28 29 -1 right_child=-2 -3 9 8 -6 6 14 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 9 8 4 6 14 7 8 9 10 12 12 13 14 15 16 26 18 19 21 21 22 24 24 25 26 27 28 29 leaf_value=0.010466 0.0228392 -0.0491043 -0.0353079 -0.0286106 -0.0323706 0.0734225 -0.0259978 -0.0511584 0.0176097 0.025124 -0.0373324 -0.0497383 0.025301 -0.0466769 0.0302371 0.0213114 -0.053248 0.0154516 0.0750845 -0.00640153 -0.034143 0.0167978 -0.0502355 0.0241395 -0.0485965 0.0341512 -0.0281863 -0.0171389 0.0678164 0.035687 leaf_count=5119 425 1900 2626 3961 1953 181 133 2356 359 314 1281 229 118 1496 287 978 302 590 314 9150 1002 520 220 118 180 201 301 1380 607 405 internal_value=0 -0.0169493 -0.00934262 0.00293618 0.019533 0.0309317 0.311902 0.0190595 -0.205824 -0.263498 0.0243576 0.0305232 -0.259089 0.0381999 0.121274 0.0426568 0.0303856 0.0352174 0.179996 0.0169412 0.0658134 -0.164353 0.0936814 0.104164 -0.200614 0.120049 0.00645903 0.122181 0.139735 0.128942 internal_count=39006 38581 36681 33741 29421 27468 601 26867 4320 2940 24511 23230 347 22883 420 21387 20409 20107 1406 18701 9551 1522 8029 7809 298 1092 891 7511 6131 5524 Tree=655 num_leaves=31 split_feature=13 14 18 85 77 31 83 70 34 42 33 78 67 12 72 68 76 19 74 8 39 12 82 90 10 66 11 59 88 16 split_gain=8.16804 7.41507 6.23827 5.64226 5.41675 5.91265 5.36488 4.80467 4.78131 4.81464 4.60736 4.48806 5.08507 4.77119 4.14429 3.81924 4.12078 3.51223 3.38612 3.385 3.45103 3.26105 3.66009 3.19732 3.17057 3.00988 2.99744 3.32121 2.78908 3.53406 threshold=3.5 4.5 14.5 4.5 23.5 3.5 2.5 7.5 17.5 1.5 3.5 2.5 11.5 9.5 4.5 12.5 0.5 1.5 6.5 8.5 3.5 7.5 4.5 3.5 6.5 17.5 1.5 11.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 19 -2 21 20 23 22 -7 24 25 26 27 28 -1 -30 right_child=17 -3 -4 -5 -6 18 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=28 17 1 2 3 4 22 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 29 29 leaf_value=0.00288509 -0.0435511 -0.0466998 0.0542196 -0.034148 0.0461398 -0.0136688 0.0554231 0.0474662 0.0442865 -0.0251582 -0.0404786 -0.0298344 0.051163 0.0518693 0.0400521 0.0462907 -0.0267888 0.00356217 0.0294582 0.0587535 -0.0304294 0.0310422 -0.0493654 -0.0403195 -0.03924 -0.0469806 0.0393604 -0.0402492 0.0311729 -0.0215484 leaf_count=11630 6202 2243 394 1419 148 2839 109 122 195 1502 1957 677 186 168 359 343 985 250 110 131 1322 109 183 285 2891 204 210 1108 595 130 internal_value=0 0.00758808 0.0150564 0.00931072 0.0172051 0.0110852 0.0323751 0.0263567 0.0200101 0.0132194 0.0243142 0.0311406 0.0399385 0.0327896 0.0261795 0.0186254 0.0126413 -0.313388 -0.13021 0.0230044 0.018618 -0.161181 -0.190006 0.0264969 0.0321165 0.0378307 0.0424282 0.0357499 0.0417922 0.215993 internal_count=39006 32554 30311 29917 28498 28350 25109 25000 24878 24683 23181 21224 20547 20361 20193 19834 19491 6452 3241 18506 18375 3131 3022 17053 16768 13877 13673 13463 12355 725 Tree=656 num_leaves=31 split_feature=87 14 52 58 85 78 66 8 34 88 7 39 46 23 91 76 41 15 9 67 13 49 86 54 15 38 0 41 90 40 split_gain=7.42026 6.8143 5.6095 6.13652 7.08914 6.32353 6.83718 5.79136 3.90265 4.14636 3.40112 3.65182 3.80711 4.59402 3.86892 4.68718 4.63885 4.3586 3.86741 3.46775 3.21861 3.37765 3.14391 3.13232 3.04643 6.03611 5.42389 5.12865 4.33306 3.27361 threshold=3.5 2.5 1.5 11.5 3.5 2.5 0.5 2.5 2.5 5.5 5.5 2.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 5.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 20 8 9 10 11 12 14 -14 15 18 17 -16 24 -18 21 22 -1 -9 28 26 27 -26 29 -8 right_child=-2 -3 -4 -5 -6 -7 7 23 -10 -11 -12 -13 13 -15 16 -17 19 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=22 0 1 2 3 4 5 29 23 8 9 10 11 13 13 17 15 19 17 18 19 20 21 22 23 27 25 26 27 28 29 leaf_value=-0.0130234 -0.0430728 -0.0319702 0.0140303 0.0544496 -0.0375782 -0.0341225 -0.00818693 -0.0473729 -0.0486226 0.0543984 0.0219809 -0.0239816 0.0299892 -0.0247997 0.0426849 0.0402382 -0.0120757 0.00278249 -0.0311878 0.0317145 -0.0517012 -0.0518215 0.0206578 0.0150733 0.0258784 -0.0218685 -0.0128856 0.0963566 0.0494171 0.0321968 leaf_count=7463 2723 3943 1989 163 1310 583 4271 1526 862 115 597 1961 228 1338 823 332 776 356 762 227 1871 920 965 176 1232 618 357 276 102 141 internal_value=0 -0.000254186 0.0113691 -0.0131998 -0.0205977 -0.00700073 0.00638178 0.0388619 0.0532282 0.0599242 0.0518975 0.0326021 0.0468394 -0.140317 0.069573 0.0270745 0.183672 0.304512 0.00559156 0.00638504 -0.148473 -0.111418 -0.0726461 -0.319893 0.027746 0.131465 0.225878 0.332198 -0.029398 -0.0543701 internal_count=39006 36283 32340 30351 30188 28878 28295 17076 15374 14512 14397 13800 11839 1566 10273 8091 2182 1179 7759 1003 11219 9348 8428 1702 6997 2483 1865 1508 4514 4412 Tree=657 num_leaves=31 split_feature=13 63 14 65 39 6 33 68 32 61 78 53 8 68 85 40 10 52 24 71 28 76 62 46 31 75 88 52 69 36 split_gain=6.26909 5.8279 5.22674 4.30971 3.90879 3.55464 3.5097 3.40498 3.38965 3.35757 6.10019 5.22988 3.08677 3.70206 3.60472 3.53376 3.45384 3.3562 4.32306 2.8383 3.28005 3.70809 2.90879 3.77269 3.01621 3.05829 3.48856 3.87851 3.29737 5.45339 threshold=4.5 7.5 3.5 2.5 4.5 1.5 5.5 0.5 2.5 0.5 1.5 0.5 1.5 5.5 3.5 2.5 3.5 2.5 3.5 1.5 3.5 1.5 1.5 3.5 6.5 6.5 1.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 7 8 9 12 -5 11 -11 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 -1 -30 right_child=-2 -3 -4 5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=28 0 1 2 9 4 5 6 7 8 11 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 29 29 leaf_value=0.00310202 -0.0360804 -0.0458775 -0.0368835 -0.0139771 -0.0416152 0.052871 -0.0524779 -0.0221525 -0.0298277 0.0858058 -0.0401145 0.0244898 -0.0190566 -0.0402833 -0.0196786 -0.0381078 -0.0407056 0.0306988 -0.0314115 -0.0169783 -0.0399591 0.051028 0.0536848 -0.0322523 0.043859 0.0333601 -0.0348318 0.0265843 0.0442599 -0.0243895 leaf_count=8545 5075 1920 2679 374 1562 275 1719 402 775 134 133 747 1637 971 1569 420 3900 424 1013 1139 102 108 171 383 138 308 461 1096 606 220 internal_value=0 0.0227848 0.0306835 0.0393621 0.0202339 0.192071 0.0270654 0.127778 0.0319919 0.198467 0.28502 0.382373 0.0400131 0.0507297 0.0575674 0.0696187 0.076602 0.0830607 0.0693239 0.0802911 0.0916474 0.0986317 0.0890754 0.0820238 0.0923063 0.0824583 0.0682985 0.0785841 0.0525146 0.272484 internal_count=39006 33931 32011 29332 27267 2065 25705 1790 23986 1388 1014 881 23211 21574 20603 19034 18614 14714 14290 13277 12138 12036 11928 11757 11374 11236 10928 10467 9371 826 Tree=658 num_leaves=31 split_feature=35 52 85 57 14 14 65 85 9 13 8 29 8 69 54 28 39 12 24 33 63 42 24 34 24 13 59 87 39 42 split_gain=4.7447 4.71497 4.56818 5.8934 5.794 4.90847 5.72764 5.36048 4.75278 5.49916 5.7646 4.42231 4.35297 3.95844 4.74655 8.59211 6.02619 4.60639 4.4824 4.14514 3.95157 4.26274 12.1733 5.22568 4.85679 7.13072 6.34237 5.45857 5.35772 4.5493 threshold=4.5 5.5 1.5 1.5 17.5 1.5 0.5 0.5 0.5 4.5 1.5 0.5 0.5 5.5 0.5 0.5 16.5 0.5 2.5 11.5 15.5 0.5 5.5 0.5 4.5 3.5 0.5 2.5 3.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 20 6 11 -7 9 10 -8 13 -10 14 16 17 19 18 -16 -1 21 24 23 -23 25 28 -26 -27 -4 -25 right_child=-2 -3 4 -5 -6 7 8 -9 12 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 29 26 27 -28 -29 -30 -31 leaf_parent=19 0 1 28 3 4 7 10 7 12 9 10 11 12 13 18 15 16 17 18 19 20 23 22 29 26 27 26 27 28 29 leaf_value=-0.00148294 -0.045286 -0.0534474 -0.00409208 -0.0382927 -0.0314235 0.00673686 -0.0313296 -0.00797204 -0.00723594 0.00261018 -0.00162601 -0.0312933 0.0511558 0.0359628 -0.0161908 -0.0624872 0.0354836 -0.0551355 0.0277161 0.0456969 0.0279751 0.0087888 0.0402629 -0.0329009 -0.0160687 0.0310781 0.0231679 0.00337009 0.0216197 0.00846093 leaf_count=12046 1275 487 3008 2301 137 3566 4230 934 784 325 442 1508 229 133 845 496 145 330 128 777 187 1493 410 284 892 554 264 364 275 157 internal_value=0 0.000682661 0.00195129 -0.0157667 0.0391642 -0.0123469 -0.0343603 0.0356014 -0.133335 -0.167929 -0.232431 -0.016203 0.144752 -0.010669 -0.0147124 -0.190462 -0.00438534 -0.0541898 0.0296711 -0.0111769 0.0465006 0.0387624 0.100504 0.0454575 0.00618061 0.0386952 -0.10151 0.174248 -0.0106811 -0.153456 internal_count=39006 37731 37244 29219 8025 26918 22418 4500 6010 4997 4672 16408 1013 14900 14767 1799 12968 1303 973 12823 7888 7701 2344 1934 5357 4201 1156 918 3283 441 Tree=659 num_leaves=31 split_feature=59 46 16 73 62 32 80 85 20 55 91 39 0 69 85 65 8 14 42 72 54 45 69 7 18 61 36 24 39 66 split_gain=4.97934 4.18748 4.09011 3.64507 6.16248 4.55285 3.99338 3.91447 3.84655 3.83004 3.6736 3.63514 3.82221 3.26582 4.41715 4.50718 3.23543 6.53204 5.03914 4.55286 4.06148 3.90956 3.74586 3.83188 4.18623 3.61918 3.49861 3.61141 3.42169 3.55939 threshold=2.5 2.5 3.5 0.5 1.5 4.5 1.5 15.5 1.5 2.5 2.5 11.5 2.5 2.5 0.5 0.5 0.5 10.5 0.5 0.5 0.5 1.5 4.5 0.5 0.5 0.5 1.5 7.5 6.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 5 8 7 10 9 -5 11 12 16 14 15 -13 18 21 19 22 -20 -18 23 24 26 -26 27 28 29 -1 right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 9 4 5 6 7 8 9 10 15 12 13 14 15 21 17 20 19 20 21 22 23 25 25 26 27 28 29 leaf_value=-0.00214748 -0.0468785 -0.0479537 -0.0515802 -0.00518596 0.0387038 -0.0464349 -0.0441692 0.0355 -0.0390586 0.0386026 -0.0357774 -0.0254007 -0.0221713 0.040286 0.0244628 0.0208241 0.00561561 0.0398108 0.00799849 -0.0201156 -0.0147045 -0.0504172 0.024988 -0.0129329 0.0531126 -0.00675648 0.0412519 0.0164293 0.0126262 -0.01926 leaf_count=8067 3440 856 691 5190 291 153 241 126 603 121 697 214 834 125 266 122 4349 159 3020 1831 371 271 254 3348 285 206 132 482 422 1840 internal_value=0 0.0112644 0.0127234 0.0140507 -0.0521178 -0.0713858 0.0235229 0.0252101 -0.0547792 -0.037667 0.0228686 0.024786 0.0189901 0.150021 0.0917133 -0.0687571 0.0223076 0.0660063 0.00662634 -0.0193646 0.0624249 0.0502319 -0.00879951 -0.0152633 0.000106661 0.307944 -0.0069535 -0.011383 -0.0224158 -0.0355429 internal_count=39006 35566 34710 34019 6358 6067 27661 27420 5914 5311 27294 26597 25870 727 602 336 25036 4779 20257 16866 3391 4620 15036 14782 11434 491 10943 10811 10329 9907 Tree=660 num_leaves=31 split_feature=46 41 8 7 47 53 55 60 80 25 62 61 25 55 24 66 59 34 31 47 0 59 24 85 14 13 22 39 75 71 split_gain=5.58597 4.99531 6.64978 5.69846 5.66993 4.21368 4.12046 4.45458 3.78842 3.90812 3.75034 3.33531 3.15409 4.34408 5.66329 5.21686 4.2652 3.58205 3.5015 3.26126 7.49859 10.5793 8.72618 8.32052 4.6065 3.67744 3.43997 3.05476 2.8228 2.69137 threshold=1.5 0.5 1.5 1.5 3.5 3.5 3.5 0.5 0.5 3.5 0.5 5.5 0.5 7.5 1.5 2.5 0.5 0.5 0.5 1.5 0.5 0.5 5.5 0.5 0.5 6.5 0.5 11.5 1.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 6 10 7 8 9 11 12 27 13 14 15 16 18 -14 29 26 21 22 23 -21 -24 -25 -16 28 -3 -1 right_child=-2 4 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 17 -15 19 -17 -18 -19 -20 20 -22 -23 24 25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 28 2 3 4 5 6 7 8 9 10 11 17 13 26 15 16 17 18 23 20 21 24 25 24 25 26 27 28 29 leaf_value=-0.00505421 -0.0515785 0.0171265 -0.040279 -0.0367174 -0.021515 -0.0248171 -0.0282033 -0.0489925 -0.0342366 0.0596336 -0.0247959 -0.0411558 0.0204073 0.0542303 -0.0011674 -0.0435136 0.0224498 -0.0215163 -0.0410314 0.0587837 -0.0166846 -0.0359982 0.0918144 -0.0273664 0.0161785 0.0377805 0.0484334 -0.0130041 -0.0333321 -0.0526468 leaf_count=5028 1510 4942 3152 2578 1646 3094 226 1204 513 882 928 448 935 110 3166 2578 729 384 1273 337 989 246 241 542 121 177 108 241 454 224 internal_value=0 0.000311227 -0.0312918 -0.0197033 0.0710396 -0.00875484 0.0997449 0.116951 0.12918 0.142836 0.00336493 0.127764 0.0141611 -0.00423426 -0.0110846 -0.0872345 -0.0587947 0.143541 -0.0896836 0.0538154 0.162124 0.280958 0.398094 0.186001 0.743432 -0.094539 0.00514413 0.138939 0.159886 -0.0648355 internal_count=39006 37496 26940 23788 10556 21210 8910 8684 7480 6967 18116 6085 17188 15869 15759 9832 7254 1319 6525 5927 2653 1664 1418 1056 362 719 3274 5637 5396 5252 Tree=661 num_leaves=27 split_feature=33 66 13 82 88 39 42 33 61 32 47 39 85 8 53 69 35 24 47 47 66 33 35 39 13 85 split_gain=12.6782 4.14883 4.10973 4.26457 3.88882 2.85782 2.94386 2.98668 2.24298 2.6533 3.61291 1.65976 1.32825 1.6428 1.07379 0.658588 0.739992 0.895658 0.576309 0.516065 0.213912 0.0979048 0.0662388 1.80006e-05 2.38801e-06 1.77573e-06 threshold=0.5 6.5 4.5 0.5 0.5 2.5 0.5 5.5 1.5 0.5 1.5 0.5 0.5 5.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 9.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=12 2 3 4 5 6 7 8 9 11 -11 18 13 15 -6 16 17 20 -2 21 -1 -9 23 25 -25 -14 right_child=1 -3 -4 -5 14 -7 -8 19 -10 10 -12 -13 22 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 leaf_parent=20 18 1 2 3 14 5 6 21 8 10 10 11 25 13 14 15 16 17 18 19 20 21 22 24 24 25 leaf_value=-0.00510114 -0.0228358 -0.051707 -0.0540859 -0.0397224 -0.00804943 0.052034 -0.0247014 0.0385631 -0.0370962 0.0100115 0.0822538 0.0308728 -0.0502898 0.00917814 -0.047132 -0.0502809 -0.0504199 -0.0430363 0.0025378 0.0254741 -0.0230078 0.0510351 -0.0418594 -0.0501681 -0.0501061 -0.0502317 leaf_count=2936 558 1437 804 1274 594 521 418 248 524 369 139 294 1671 839 1108 5007 2703 2566 517 318 2194 764 2996 2343 3917 1947 internal_value=0 0.00573212 0.0372802 0.0672451 0.107955 0.164698 0.119294 0.170501 0.0628308 0.120453 0.351772 -0.0243525 -0.369094 -0.287456 -0.222541 -0.339975 -0.284149 -0.221818 -0.12664 0.371957 -0.119665 0.463757 -0.484713 -0.501914 -0.501341 -0.502594 internal_count=39006 9887 8450 7646 6372 4670 4149 3731 2401 1877 508 1369 29119 16245 1702 15406 10399 7696 1075 1330 5130 1012 12874 9878 6260 3618 Tree=662 num_leaves=31 split_feature=13 88 10 38 41 39 8 51 3 56 89 14 75 33 13 26 44 17 71 6 85 52 90 63 25 62 54 7 91 10 split_gain=6.83128 6.64716 7.11113 6.41762 6.44822 5.5663 4.26864 4.19888 4.92764 4.00289 4.63973 4.17078 3.75192 3.86293 4.03471 3.68126 3.58836 3.96965 3.51932 3.39253 3.38536 3.36777 3.3182 3.40307 3.31512 4.66722 4.11886 3.2832 3.27782 2.77938 threshold=6.5 9.5 6.5 2.5 0.5 2.5 3.5 0.5 0.5 2.5 1.5 1.5 1.5 2.5 1.5 0.5 0.5 0.5 3.5 2.5 0.5 0.5 2.5 7.5 2.5 0.5 2.5 0.5 3.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 9 7 18 21 10 11 12 13 14 28 -4 -5 20 19 22 -18 -9 23 24 25 26 -6 -19 29 -1 right_child=-2 -3 15 16 6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 15 16 26 5 6 21 8 9 10 11 12 13 14 15 20 27 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00280791 -0.0434947 -0.0634603 -0.0031865 0.00412345 0.000390378 -0.0366449 -0.0317137 -0.0430372 0.013372 0.0224229 -0.0369844 -0.0301532 -0.025659 -0.0411897 -0.0246561 0.0445255 0.041411 -0.0303885 -0.0491441 -0.0351665 0.107321 0.0143317 0.0476071 0.048846 0.023447 0.0287056 0.0370061 0.0386918 -0.0523557 0.0266383 leaf_count=6989 3197 148 539 556 4464 3932 386 341 379 364 1687 3249 1376 1694 2309 2963 209 110 479 152 113 117 108 116 1217 600 192 137 149 734 internal_value=0 0.018544 0.0233384 0.0117217 -0.00255259 -0.0628663 0.0536058 0.065285 -0.124261 -0.0428913 -0.0602909 -0.0417541 -0.020709 0.00182957 0.0163241 0.313833 0.23361 0.385916 0.0884636 0.09559 0.588566 -0.307682 0.104607 0.0937741 0.0830133 0.0549512 0.0243947 0.0993354 0.0409845 0.0511888 internal_count=39006 35809 35661 32159 31034 22483 8551 8165 837 18551 18187 16500 13251 11875 10181 3502 1125 569 7328 6849 322 458 6697 6589 6473 5256 4656 247 7872 7723 Tree=663 num_leaves=31 split_feature=14 19 61 24 69 26 10 62 13 63 72 25 25 42 29 28 66 21 42 48 42 53 65 0 24 2 2 59 69 8 split_gain=5.63426 5.00659 4.34481 4.20568 3.8526 3.56782 3.9696 4.09777 3.89649 3.34636 3.64459 3.08073 3.1178 4.14826 4.02018 3.26763 4.71111 2.89888 2.77193 2.75556 5.0284 2.56405 2.5268 4.28073 3.74775 3.69623 2.4547 3.22243 2.94577 2.95147 threshold=1.5 0.5 2.5 7.5 2.5 2.5 0.5 1.5 8.5 10.5 2.5 2.5 0.5 8.5 0.5 0.5 0.5 0.5 4.5 1.5 0.5 0.5 0.5 1.5 2.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 5 -4 6 7 8 9 10 11 12 13 14 18 16 17 21 22 -8 -21 -14 23 24 25 -1 27 28 -24 -30 right_child=1 -3 4 -5 -6 -7 19 -9 -10 -11 -12 -13 15 -15 -16 -17 -18 -19 -20 20 -22 -23 26 -25 -26 -27 -28 -29 29 -31 leaf_parent=25 1 1 4 3 4 5 19 7 8 9 10 11 21 13 14 15 16 17 18 20 20 21 28 23 24 25 26 27 29 29 leaf_value=-0.000861371 -0.0276532 0.00610753 -0.0309679 -0.044336 0.00474744 -0.0449704 0.00976111 0.049075 -0.0430917 -0.0255767 -0.0434292 -0.0447844 0.0311421 -0.0510004 -0.0320139 0.0665525 -0.01317 -0.000194616 0.0361072 0.00800217 0.0856765 0.0950308 0.0283386 0.0389544 -0.022469 0.0385023 -0.0142732 0.0558622 -0.0097757 0.0337626 leaf_count=7474 5158 1117 3391 904 811 2446 5128 240 1041 668 536 981 238 171 1219 244 836 244 164 611 150 121 833 471 2104 321 375 219 635 155 internal_value=0 -0.168348 0.00859215 0.0232149 -0.169457 0.02906 0.0339529 0.00556297 -0.00175379 0.00623044 0.0176714 0.0252101 0.0313999 0.0144917 0.0228325 0.208954 0.129696 0.363937 0.0353906 0.126696 0.394822 0.559187 0.0259382 -0.00341796 -0.0195826 0.00864641 0.124306 0.170012 0.121724 0.00242838 internal_count=39006 6275 32731 28529 4202 27625 25179 19290 19050 18009 17341 16805 15824 14141 13970 1683 1439 603 12751 5889 761 359 12587 10370 9899 7795 2217 1842 1623 790 Tree=664 num_leaves=31 split_feature=39 68 57 14 87 88 44 18 42 52 57 47 65 25 89 50 11 59 63 91 21 38 87 77 41 61 12 24 66 53 split_gain=8.0055 6.91168 6.31955 5.86018 5.51537 5.29904 6.26916 4.50393 4.35982 4.55551 4.53047 4.35695 5.12182 4.1001 3.76797 5.70372 3.99064 3.51365 3.20632 3.47295 2.90779 2.89529 2.87855 2.8241 2.38688 2.28801 2.6334 2.70501 2.53478 2.75836 threshold=3.5 12.5 21.5 4.5 4.5 2.5 2.5 12.5 0.5 5.5 0.5 4.5 3.5 2.5 1.5 1.5 1.5 2.5 6.5 0.5 2.5 0.5 1.5 1.5 3.5 7.5 0.5 3.5 7.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 14 18 15 16 17 22 19 -12 -2 -7 24 -13 25 26 27 -1 29 -28 right_child=20 -3 -4 -5 -6 21 -8 -9 -10 -11 13 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_parent=27 20 1 2 3 4 21 6 7 8 9 19 23 12 13 14 15 16 17 18 19 20 21 22 23 24 25 29 27 28 29 leaf_value=9.6781e-05 -0.0379478 0.0433443 0.0598622 -0.0457683 -0.0466584 0.0311106 -0.0524052 0.0548998 -0.0156452 -0.0564464 0.0242554 -0.03661 -0.0281154 -0.0420437 0.0197077 0.0560389 0.0468245 -0.0286439 -0.0218908 -0.00839983 0.00942081 -0.00688163 -0.0275604 0.00570132 -0.0324636 0.0383789 0.0138767 -0.0338346 -0.015075 0.0607337 leaf_count=10654 4897 786 139 1838 1368 1078 319 194 3502 413 2010 1670 560 350 657 173 235 2005 140 483 420 270 1314 134 456 255 1024 991 262 409 internal_value=0 0.0161072 0.00811671 0.00285443 0.00916707 0.0149971 0.00211391 0.00855244 0.00399394 0.0189828 0.0236921 -0.000497769 0.0131291 0.137564 0.0267008 0.00866005 -0.000666024 -0.00847327 0.163062 0.193522 -0.293347 0.22438 0.00331592 -0.236192 0.0133494 0.0204622 0.0139861 -0.00933596 0.132174 0.189074 internal_count=39006 33689 32903 32764 30926 29558 28210 27891 27697 24195 23782 20799 18995 2983 18435 17778 17605 17370 2633 2493 5317 1348 15365 1804 14051 13595 13340 11645 1695 1433 Tree=665 num_leaves=31 split_feature=39 8 42 14 61 44 76 13 43 63 35 36 14 33 62 77 16 55 7 64 38 82 51 40 12 24 78 17 66 89 split_gain=6.45883 6.10776 5.12818 5.10929 4.82941 4.26964 4.0704 5.0069 4.01236 5.05703 5.16187 4.74428 4.7408 3.73869 3.31359 3.13931 3.08128 3.50011 3.00855 3.57561 2.9974 2.84105 2.79134 2.73296 4.38194 4.64543 4.25178 3.37316 5.14533 3.36752 threshold=3.5 5.5 1.5 4.5 4.5 1.5 0.5 4.5 0.5 0.5 12.5 0.5 1.5 4.5 0.5 0.5 5.5 0.5 1.5 0.5 0.5 2.5 0.5 1.5 0.5 4.5 0.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -2 6 7 8 9 11 21 13 14 15 20 23 17 18 19 -8 22 -11 -10 24 25 29 27 -26 -29 -1 right_child=4 -3 -4 -5 -6 -7 16 -9 12 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_parent=29 4 1 2 3 4 5 19 7 22 21 10 11 12 13 14 15 16 17 18 19 20 21 22 23 27 25 26 28 28 29 leaf_value=0.0130032 -0.0426279 -0.045564 -0.0378207 -0.0460153 0.00314278 -0.0477529 -0.0231486 -0.0374064 -0.00421307 -0.0111273 0.0393735 -0.00852305 0.039261 -0.0402654 -0.0319074 -0.0121449 0.0539813 0.0560514 0.0285901 0.0260452 -0.0300752 0.0388014 0.0343303 0.0339069 0.0653383 -0.0373087 0.00369186 -0.0254856 0.0596447 -0.031419 leaf_count=6367 4908 2121 2103 1621 391 610 636 2340 3572 4330 133 1793 312 1153 1023 653 101 253 222 211 836 342 746 405 429 323 187 252 100 533 internal_value=0 0.0065676 0.0141115 0.0216956 -0.256295 0.0279667 0.0330271 0.0177484 0.026214 0.0547725 -0.0536834 0.095807 -0.0688708 0.127595 -0.0989716 0.13765 0.194236 0.131913 0.0645371 -0.0652203 -0.0519826 -0.0906717 -0.00634676 0.155255 0.132183 0.091096 0.318453 0.46441 0.202459 0.112431 internal_count=39006 33707 31586 29483 5299 27862 27252 25829 23489 17000 4805 12195 6489 10402 6177 9249 1423 1322 1069 847 5154 4672 4318 8596 8191 7223 968 781 352 6900 Tree=666 num_leaves=31 split_feature=42 8 13 14 85 65 86 15 75 14 47 39 30 90 34 9 41 39 84 90 32 22 77 68 58 25 6 23 85 41 split_gain=6.15796 5.04651 4.0154 3.92611 3.2456 3.61797 3.92351 3.5726 3.47325 5.42264 3.48024 4.05645 3.40976 3.3918 3.20077 2.9238 3.12569 2.76872 3.44043 2.77027 2.66097 2.66996 2.60236 3.55394 2.52781 2.37566 2.36854 2.9167 2.68415 4.09716 threshold=0.5 7.5 7.5 5.5 7.5 2.5 4.5 3.5 0.5 0.5 5.5 0.5 0.5 5.5 0.5 0.5 4.5 0.5 0.5 0.5 1.5 0.5 7.5 4.5 0.5 0.5 1.5 6.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 12 -12 15 14 20 16 17 -1 19 -19 21 22 23 -10 -9 -11 28 -28 -7 -30 right_child=-2 -3 -4 -5 -6 26 -8 24 13 25 11 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_parent=17 0 1 2 3 4 28 6 24 23 25 11 11 12 13 14 15 16 19 18 19 20 21 22 23 24 25 27 27 29 29 leaf_value=0.00304461 -0.0246958 -0.050901 -0.0504268 -0.0440852 -0.0402837 0.000383616 -0.0385418 -0.0320188 0.0225527 -0.0314673 0.00929097 0.0873941 -0.0434935 -0.0294543 -0.0122014 0.0186919 0.055389 -0.0284076 0.0249857 0.0259517 -0.0280616 0.0462389 -0.018412 -0.03836 0.0204096 0.0190372 0.0755575 0.00568825 0.0414828 -0.0266105 leaf_count=6490 6492 1928 1911 1590 567 1030 263 2009 2455 3149 151 392 762 231 1190 1159 506 3522 360 169 251 359 134 326 300 542 101 125 371 171 internal_value=0 0.0224981 0.0289848 0.0341921 0.0399633 0.0451438 0.0271602 0.0348101 0.0466817 0.0106655 0.0370179 0.3786 0.023158 0.129501 0.152166 0.0336943 0.00606209 -0.00369012 -0.144791 -0.222644 0.187013 0.206158 0.169665 0.199095 -0.211763 -0.242904 0.188997 0.472389 0.135216 0.29163 internal_count=39006 32514 30586 28675 27085 26518 24720 24457 22148 17202 13511 543 12968 4946 4715 12206 11047 10541 4051 3691 3525 3274 2915 2781 2309 3691 1798 226 1572 542 Tree=667 num_leaves=31 split_feature=65 41 74 46 16 58 38 33 13 85 76 82 31 32 65 37 84 24 19 15 84 52 28 53 56 14 42 14 38 27 split_gain=4.53275 4.80521 4.50309 4.17913 3.87706 3.69083 3.48153 3.79299 4.02788 3.98776 5.61612 5.10257 4.52804 6.00333 5.88106 4.99242 4.72119 6.79298 4.44775 4.37169 4.36185 3.96005 4.68596 4.25923 3.94535 3.78881 3.76627 4.34787 4.57551 3.4762 threshold=9.5 4.5 3.5 3.5 3.5 5.5 5.5 1.5 2.5 1.5 1.5 1.5 6.5 0.5 0.5 2.5 1.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 17.5 0.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 26 11 25 12 13 14 16 21 17 18 24 -19 -16 22 -15 -23 29 -11 27 28 -9 -1 right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 15 20 -17 -18 19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 6 28 8 25 10 11 12 22 20 15 16 19 18 19 20 23 22 23 24 25 26 27 28 29 leaf_value=-0.00857414 0.0482369 -0.0469176 -0.0396073 -0.0530549 -0.0487686 -0.0459925 -0.0529495 -0.0274371 0.0290851 0.00333378 0.0568528 -0.040448 0.00764946 0.0060405 -0.0253201 -0.0355906 0.0117494 -0.00458132 -0.0414206 0.0121972 0.0144891 -0.0170765 -0.0187223 0.00267779 -0.0545111 -0.0263556 0.0159763 0.0227976 0.0214833 -0.0620387 leaf_count=4270 111 1393 1642 641 781 474 403 2420 347 6763 196 1390 1170 4777 3429 239 577 1367 868 749 125 675 468 989 870 130 496 126 209 911 internal_value=0 -0.00517431 -0.00367567 -0.00200961 -0.000856814 0.000306822 0.00148139 0.00244417 0.0999114 -0.00328043 0.0320788 -0.0208449 -0.0177444 -0.0290354 -0.0676667 0.0118576 -0.0459532 -0.0630505 -0.124865 0.0088006 -0.20627 0.0192112 0.0457204 -0.0633277 -0.106167 0.027166 0.0439739 -0.0675459 -0.166571 -0.0945284 internal_count=39006 38895 37502 35860 35219 34438 33964 33561 3598 29963 7089 22874 21484 20314 13166 7148 9612 9035 6919 2116 3554 6909 5245 1664 6051 6893 3251 2755 2629 5181 Tree=668 num_leaves=31 split_feature=54 16 38 91 78 71 14 85 16 14 0 44 47 53 24 53 13 13 24 8 55 84 35 2 24 14 87 47 24 37 split_gain=4.87342 3.78272 3.58986 3.5165 3.65199 3.68781 7.59562 5.48009 6.30957 4.92844 4.67925 4.65596 6.54197 4.08802 3.87931 3.72382 4.3003 3.56833 4.67393 5.31592 3.28347 2.89673 3.10354 2.85956 3.9469 3.06552 2.78151 2.89393 2.73547 2.72093 threshold=2.5 3.5 4.5 2.5 2.5 0.5 3.5 0.5 0.5 6.5 2.5 0.5 2.5 0.5 4.5 2.5 0.5 6.5 0.5 1.5 2.5 0.5 1.5 0.5 1.5 8.5 1.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 13 26 -9 20 15 14 17 16 -13 18 19 -1 23 22 -15 -7 25 -25 27 -8 -19 -26 right_child=-2 -3 -4 -5 -6 11 9 10 -10 -11 -12 12 -14 21 -16 -17 -18 28 -20 -21 -22 -23 -24 24 29 -27 -28 -29 -30 -31 leaf_parent=19 0 1 2 3 4 23 27 10 8 9 10 16 12 22 14 15 16 28 18 19 20 21 22 25 29 25 26 27 28 29 leaf_value=-0.0333679 -0.0373468 -0.0514366 -0.0486686 -0.0309017 -0.0269324 0.00200722 -0.00389106 0.00176107 -0.0416667 -0.00799062 -0.0293217 0.0155584 -0.0274667 -0.0281081 0.0196707 -0.00390495 0.0808781 0.0303196 -0.00319362 0.0381682 0.0321517 0.00900229 0.0153299 -0.0141881 0.0424032 0.0201368 0.0541695 0.0350528 -0.00498284 0.0115134 leaf_count=3809 1097 804 516 1277 696 7153 103 9161 2037 138 502 100 156 4715 359 135 135 123 2401 166 144 487 504 1194 249 176 105 149 168 247 internal_value=0 0.00838976 0.00963983 0.0108923 0.0128006 0.0150612 -0.0038378 -0.0136724 -0.075966 0.206926 0.0114546 0.0494121 0.297945 -0.0575627 -0.0233623 0.455178 0.587348 -0.0468693 -0.0749712 -0.259309 0.04012 -0.182761 -0.2346 0.034116 0.141123 0.00286681 0.312102 0.210752 0.140548 0.270439 internal_count=39006 37909 37105 36589 35312 34616 24927 24432 14769 495 9663 9689 526 12732 7026 370 235 6667 6376 3975 9163 5706 5219 9019 1866 1370 357 252 291 496 Tree=669 num_leaves=31 split_feature=80 39 58 75 41 8 53 74 2 70 55 33 17 8 78 36 86 18 14 15 70 49 76 24 59 23 59 13 49 47 split_gain=6.24879 5.69191 5.0713 4.38107 4.36244 7.76071 4.76221 4.60805 3.3868 3.18724 3.12628 4.40228 4.15461 3.90058 3.7011 2.8658 2.66467 6.34594 4.82719 2.93829 2.62048 2.46631 2.44083 3.25295 5.39764 3.03046 2.76396 4.13385 3.72392 3.35294 threshold=0.5 18.5 1.5 1.5 1.5 1.5 3.5 1.5 0.5 1.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 7.5 0.5 1.5 0.5 3.5 1.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 16 11 12 13 14 15 20 22 18 19 -18 -6 -8 23 26 25 -25 28 -28 29 -1 right_child=-2 -3 -4 -5 10 -7 21 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_parent=29 0 1 2 3 20 5 21 7 8 9 10 11 12 13 14 15 19 17 18 19 20 21 22 25 24 25 27 27 28 29 leaf_value=0.00350504 -0.0354079 -0.0520151 -0.0292868 -0.0285415 0.0190214 -0.0378067 -0.0248274 -0.0412787 -0.0170938 -0.0377088 -0.0117243 0.068728 -0.0404356 0.0702153 0.0503615 -0.0284136 -0.00785635 0.0889373 0.0432346 0.031168 -0.032379 0.021054 -0.0236105 0.0187371 -0.0339668 0.0602444 0.025676 -0.012878 -0.0440523 -0.0285986 leaf_count=11352 2013 277 1511 3484 1255 3171 3519 1303 1555 703 505 332 731 283 255 155 1216 147 317 370 177 387 578 325 122 163 1310 242 267 981 internal_value=0 0.00880246 0.0137226 0.0213559 0.0281105 0.0113038 0.0222289 0.0350221 0.0411744 0.0508519 0.153581 0.200818 0.157327 0.196052 0.15292 0.0888238 0.055572 0.179791 0.122273 0.0140323 0.144021 -0.187537 0.0418273 0.048077 0.231151 0.33546 0.035148 0.162464 0.0182357 0.0253993 internal_count=39006 36993 36716 35205 31721 28028 24857 20951 19648 18093 3693 3188 2856 2125 1842 1587 17390 2050 1903 1586 1432 3906 15340 14762 610 488 14152 1552 12600 12333 Tree=670 num_leaves=29 split_feature=33 82 47 25 33 33 37 17 13 7 39 14 31 47 33 33 39 23 24 32 47 32 47 47 17 13 39 24 split_gain=13.8387 3.65974 3.46414 3.09608 2.24568 2.08999 1.50148 1.41997 1.09012 1.00496 0.93103 0.821505 0.764838 0.745546 0.701671 0.677917 0.46891 0.639044 0.496698 0.399951 0.515664 0.159215 0.123964 0.104084 0.0714227 1.34617e-05 2.02191e-06 3.22928e-07 threshold=1.5 0.5 4.5 1.5 7.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 5.5 1.5 14.5 3.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=5 2 3 4 6 12 9 8 19 15 13 14 16 -11 -6 21 17 18 22 20 -7 -2 -1 -17 25 26 -18 -27 right_child=1 -3 -4 -5 11 7 -8 -9 -10 10 -12 -13 -14 -15 -16 23 24 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 leaf_parent=22 21 1 2 3 14 20 6 7 8 13 10 11 12 13 14 23 26 17 18 19 20 21 22 23 24 27 26 27 leaf_value=-0.0263914 -0.0128965 -0.039558 -0.0317826 -0.0386029 0.0161736 -0.0212428 -0.0256974 -0.0503932 -0.0316351 0.00223588 0.049139 0.0558293 -0.0172956 0.0366049 0.0467526 0.0245768 -0.0502558 -0.0502633 -0.0437882 0.0170971 0.00784042 0.00258283 -0.013056 0.0113175 -0.0411251 -0.0501232 -0.0501933 -0.0500983 leaf_count=2954 274 771 280 340 525 698 404 2095 1674 212 110 321 2036 113 407 114 2196 6289 2794 467 798 223 1510 111 3303 2597 2111 3279 internal_value=0 0.0631831 0.105099 0.152069 0.188727 -0.3161 0.103532 -0.160468 -0.0913016 0.145337 0.266398 0.368109 -0.385136 0.159699 0.27682 0.0523517 -0.411887 -0.356496 -0.29134 0.00605649 -0.063775 -0.0569857 -0.21832 0.175147 -0.482632 -0.501673 -0.502245 -0.501106 internal_count=39006 4205 3434 3154 2814 34801 1561 5732 3637 1157 435 1253 29069 325 932 722 27033 13547 7258 1963 1496 497 4464 225 13486 10183 4307 5876 Tree=671 num_leaves=31 split_feature=60 13 14 75 86 87 65 31 55 3 37 62 92 38 28 4 78 56 39 33 46 91 79 47 44 24 46 33 16 8 split_gain=7.075 6.25067 5.99396 5.49765 5.49795 5.13046 5.01357 4.40762 4.10353 4.00634 3.75652 3.72492 3.61312 4.06849 3.54545 4.18223 3.64847 4.03871 5.17746 4.85966 7.33262 5.99 3.72642 3.46818 3.3916 3.18612 3.03588 3.39734 2.95497 2.95402 threshold=0.5 6.5 3.5 8.5 0.5 1.5 5.5 5.5 6.5 1.5 5.5 0.5 0.5 2.5 2.5 1.5 8.5 0.5 1.5 0.5 2.5 1.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 10 8 9 14 11 12 13 -6 15 16 17 18 19 20 29 22 -21 -13 -15 -2 27 -11 -16 -1 right_child=25 -3 -4 -5 6 -7 -8 -9 -10 26 -12 23 -14 24 28 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 25 1 2 3 13 5 6 7 8 27 10 23 12 24 28 15 16 17 18 22 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00252329 0.0303058 -0.046747 -0.0427657 -0.0482536 0.000903352 -0.0251677 -0.0307016 -0.0305173 -0.0542146 0.0249344 -0.0446595 0.0164694 0.0259571 -0.000747463 0.0557428 -0.0554499 0.0398228 0.00789067 -0.0299495 -0.0217323 0.0571316 0.0249618 -0.0714932 0.06031 0.0636405 0.000492221 0.0614305 -0.017569 -0.006248 0.0510221 leaf_count=6455 3043 3155 2810 796 3793 3090 261 1560 184 912 202 457 618 119 146 155 135 2383 3701 2313 212 367 339 202 123 646 129 364 150 186 internal_value=0 -0.0140645 -0.00707399 0.000263982 0.00622932 -0.0303183 0.0860105 -0.0123955 0.000188666 0.00678535 0.107544 0.119614 0.0859788 0.0417899 -0.0122372 -0.0228057 -0.0149063 -0.0239069 -0.0648146 -0.0326985 0.0156241 -0.199133 -0.297309 0.321093 0.372606 0.203735 0.192637 0.124211 0.314098 -0.0125543 internal_count=39006 35317 32162 29352 28556 22781 5775 19691 18131 17947 5514 5312 4653 4035 16542 16246 16091 15956 13573 9872 6853 3019 2652 659 242 3689 1405 1276 296 6641 Tree=672 num_leaves=31 split_feature=8 39 84 9 85 31 85 74 35 49 14 24 25 36 47 6 80 36 35 49 24 91 49 38 8 18 7 15 85 35 split_gain=4.68193 4.5088 4.77964 4.37743 4.71763 4.31826 5.34596 3.64819 3.94543 3.92761 3.71647 3.44092 3.1855 3.02067 2.967 3.00352 3.92279 2.85582 2.83024 3.132 3.05788 2.81519 2.73733 2.73675 2.73579 2.68932 3.10438 3.33311 3.72505 3.53388 threshold=11.5 0.5 12.5 2.5 2.5 4.5 1.5 1.5 4.5 0.5 4.5 6.5 2.5 0.5 2.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 4.5 0.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 7 5 -5 6 18 8 10 -9 12 13 14 -8 15 16 21 25 19 20 -3 24 -7 -11 -1 26 27 28 -16 -29 right_child=-2 3 -4 4 -6 22 11 9 -10 23 -12 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=24 0 20 2 4 4 22 13 9 8 23 10 11 12 13 28 15 16 17 18 19 20 21 22 23 24 25 26 29 28 29 leaf_value=0.00874739 -0.0430298 -0.00678266 -0.0558299 0.0511188 -0.00234638 0.041188 -0.00246125 -0.0326897 -0.0530303 -0.0193709 -0.0398271 -0.0458903 -0.0343406 0.0261794 -0.0204359 -0.0211144 0.0342239 0.0423992 -0.048719 -0.00149221 -0.0321499 -0.0182491 3.37198e-05 0.0321502 -0.0322361 -0.0272225 -0.0313323 0.0717541 0.0298972 0.00958616 leaf_count=8015 1542 3345 109 278 227 317 3390 2075 607 292 758 889 1599 503 381 394 567 429 1234 930 6789 2333 256 156 328 176 252 285 387 163 internal_value=0 0.00484416 0.0454289 -0.0556241 0.182997 -0.0804855 -0.107649 0.0526301 0.0702253 -0.138217 0.0768301 -0.00138027 0.0847806 0.0270464 0.0924684 0.0662599 0.080156 0.211555 -0.191525 -0.162967 -0.232176 0.0599835 0.157406 0.0887668 0.0768354 0.133159 0.186123 0.242231 0.0974871 0.47345 internal_count=39006 37464 19306 18158 505 17653 17080 19197 16674 2523 16067 4782 15309 3893 13710 11637 11243 2073 12298 11064 10134 10676 573 448 8343 1644 1468 1216 768 448 Tree=673 num_leaves=31 split_feature=39 34 42 89 85 71 77 78 37 13 12 32 33 21 35 74 23 70 31 79 76 83 27 77 22 18 53 8 42 43 split_gain=8.32833 6.00916 6.91794 7.15897 5.31666 4.85067 4.7713 4.6568 4.678 4.53449 3.5736 3.78162 3.5161 3.43368 3.60605 3.23267 3.51927 3.72717 3.24235 2.98236 2.83045 3.71152 3.25186 3.18189 5.29536 3.89972 4.20414 3.27094 3.07335 3.17011 threshold=3.5 21.5 1.5 4.5 2.5 3.5 0.5 4.5 1.5 4.5 9.5 1.5 5.5 4.5 10.5 9.5 15.5 3.5 2.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 15.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 -6 8 9 12 11 -10 13 14 15 16 17 20 -17 -2 21 22 23 25 -25 27 -27 28 29 -1 right_child=19 -3 -4 -5 6 -7 -8 -9 10 -11 -12 -13 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=29 19 1 2 3 6 5 6 7 11 9 10 11 12 13 14 18 16 17 18 19 20 21 22 24 24 26 26 27 28 29 leaf_value=-0.00703514 -0.0369359 0.0585513 -0.0256942 0.0282599 -0.033618 -0.0447129 0.010304 -0.0506375 0.00646121 -0.0490658 0.050357 0.0420548 -0.0526528 -0.0313969 -0.0466757 0.00969889 -0.030525 0.0266997 0.0545291 0.0210333 -0.023082 0.0295411 0.0210059 0.0161139 -0.0282148 0.0398614 -0.0263446 0.0444339 -0.0387021 0.0112843 leaf_count=8848 5104 153 2109 1310 3034 1480 257 302 1675 1868 203 282 1609 461 368 393 182 356 157 172 734 410 2758 1169 143 427 209 450 801 1582 internal_value=0 0.0215778 0.0163948 0.0288185 0.0143419 0.0280989 -0.195301 0.0339991 0.0390425 0.0174824 0.167208 0.123626 0.0236403 0.0281039 0.0351714 0.0403344 0.0288839 0.036958 0.245305 -0.299724 0.0242374 0.0334318 0.0212708 0.00579865 0.105318 -0.0252742 0.238499 -0.0441287 -0.0532789 -0.0404598 internal_count=39006 33730 33577 31468 30158 26867 3291 25387 25085 22925 2160 1957 21057 19448 18987 18619 18069 17887 550 5276 17531 16797 16387 13629 1312 12317 636 11681 11231 10430 Tree=674 num_leaves=31 split_feature=58 87 14 8 39 59 85 52 83 88 36 91 41 38 58 74 13 64 28 90 90 16 46 35 19 52 85 47 13 74 split_gain=6.64762 7.04493 6.28676 5.33936 5.00177 3.87543 3.86313 3.98769 3.96096 4.33967 3.7237 3.39005 4.1379 3.88688 3.61628 4.68545 4.2239 3.85304 3.63099 5.36646 4.73772 4.27103 3.57465 3.29881 3.91913 3.47969 3.79597 3.15809 3.4533 3.07528 threshold=7.5 2.5 4.5 5.5 5.5 7.5 3.5 1.5 0.5 5.5 2.5 0.5 1.5 2.5 0.5 2.5 2.5 0.5 0.5 5.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 -8 9 10 11 13 22 14 16 29 17 18 19 23 21 -20 27 25 -25 -1 -27 -13 -29 -16 right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31 leaf_parent=25 0 1 2 3 4 5 7 7 8 9 10 27 12 13 29 15 16 17 21 19 20 21 22 24 24 26 26 28 28 29 leaf_value=-0.0159394 0.0280752 -0.0360593 -0.0507836 -0.047075 -0.0372181 -0.0385843 -0.0392082 0.00935478 -0.0328956 0.042571 -0.044504 0.0255934 -0.00677875 -0.0403093 0.0153977 0.0615219 -0.0322019 -0.0219337 0.0405591 0.0438987 -0.03243 -0.0153546 -0.0130448 0.00779444 -0.0453275 -0.0190901 0.036282 0.0177857 -0.0275309 -0.0160782 leaf_count=7241 435 3895 2169 1914 2105 2264 1074 161 724 221 555 3001 1118 650 1137 127 2805 1517 800 153 128 134 379 2234 300 493 296 296 348 332 internal_value=0 -0.0186554 -0.00698251 0.00037181 0.00710953 0.0150615 0.0210128 -0.20609 0.0316408 0.038825 0.0313426 0.0366576 0.10971 0.0047515 0.0141659 0.134005 -0.0163314 0.00118719 0.0246085 -0.00585575 0.201349 0.292253 0.162437 -0.0268281 0.0498735 -0.105121 0.130732 0.198242 0.0180215 0.0854968 internal_count=39006 38571 34676 32507 30593 28488 26224 1235 24989 24265 24044 23489 5142 18347 17697 1596 16101 13296 11779 10717 1062 934 4024 10564 2534 8030 789 3645 644 1469 Tree=675 num_leaves=31 split_feature=39 63 29 14 42 68 49 75 67 66 57 9 85 40 17 8 24 84 66 56 41 52 66 39 53 74 33 33 69 66 split_gain=5.94676 5.59664 4.54028 6.67292 4.46881 3.5074 3.99283 3.57939 4.43208 4.28514 3.59584 3.64973 3.84368 3.53446 3.64406 3.61887 4.18516 8.38054 4.0603 3.53257 3.43547 3.30218 3.2323 3.00867 2.79406 3.51767 2.74512 3.17125 2.57042 2.96131 threshold=5.5 7.5 4.5 2.5 1.5 4.5 4.5 6.5 7.5 8.5 0.5 0.5 4.5 2.5 0.5 1.5 2.5 0.5 17.5 1.5 0.5 1.5 13.5 2.5 7.5 1.5 3.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 -9 11 12 13 14 15 16 18 -18 21 22 24 23 -16 26 25 28 27 -1 29 -13 right_child=-2 -3 -4 -5 -6 -7 -8 9 -10 -11 -12 20 -14 -15 19 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 0 1 2 3 4 5 6 9 8 9 10 29 12 13 22 15 17 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.000587329 -0.0468361 -0.0470372 0.0524046 -0.038732 -0.0357774 -0.0336609 -0.0497224 0.0474913 -0.0583488 0.00268378 -0.0167383 -0.016544 -0.0355429 -0.0485478 0.0207482 -0.0368193 -0.0415529 0.0554795 0.0508764 -0.0224554 -0.00210975 0.0347655 -0.0164932 -0.0424404 0.0764247 0.0591442 -0.0447696 0.0187167 0.0559429 0.0211137 leaf_count=6445 3024 1971 101 3303 1966 1316 293 306 406 289 3283 395 921 305 3752 650 2802 282 119 843 993 224 223 1052 242 157 1337 1398 122 487 internal_value=0 0.0136349 0.0211846 0.0151976 0.0263213 0.0343437 0.0409995 0.0463154 0.03325 0.244565 0.0387931 0.0523665 0.0275261 0.0375486 0.0444732 0.00399264 0.0184604 -0.235606 0.0439239 0.137938 0.174243 0.0290684 0.171418 0.0108769 0.260408 0.221254 0.0237007 0.034823 0.148949 0.0919941 internal_count=39006 35982 34011 33910 30607 28641 27325 27032 26437 595 26031 22749 20353 19432 19127 14309 13659 3084 10575 4818 2396 10456 3975 10232 1403 1161 9180 7843 1004 882 Tree=676 num_leaves=31 split_feature=90 59 85 35 63 13 14 15 87 52 42 2 13 40 84 42 23 10 32 65 17 91 41 23 66 8 85 4 24 33 split_gain=4.58134 4.42599 3.78173 5.97684 6.44862 6.62032 6.28813 5.18603 5.30539 5.96099 5.03192 4.91923 5.19721 4.84112 4.22393 6.54858 6.3437 4.14798 3.93973 3.85068 3.68184 3.48394 3.40705 3.36442 3.24349 4.21178 4.69828 5.41505 4.58323 4.22768 threshold=1.5 2.5 1.5 0.5 4.5 4.5 4.5 0.5 4.5 1.5 0.5 0.5 7.5 0.5 1.5 0.5 1.5 0.5 5.5 0.5 0.5 0.5 0.5 3.5 5.5 13.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 5 6 10 8 9 14 -5 12 18 -4 15 19 -17 -7 -9 24 -14 22 -13 -6 25 26 27 29 -28 -1 right_child=-2 -3 13 4 23 17 -8 11 -10 -11 -12 21 20 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_parent=29 0 1 13 10 23 17 6 18 8 9 10 22 20 13 14 16 16 17 18 19 20 21 22 23 24 25 28 27 28 29 leaf_value=-0.00230123 -0.0374507 -0.0339633 0.0049611 -0.0331209 0.0262173 -0.00480577 0.00846585 0.00292473 -0.0260765 -0.0387147 -0.00662196 -0.00782013 0.0321736 -0.00917457 0.0130664 -0.0277439 0.00789164 0.0369876 0.030373 -0.0185212 -0.0026189 0.00898927 -0.0403188 -0.00716205 -0.0118375 0.0206408 -0.00231265 0.0590436 0.0156273 -0.0225001 leaf_count=3494 1138 3344 6455 4473 211 508 194 5012 237 201 629 1490 362 1570 612 544 300 107 178 982 131 1148 837 224 711 270 894 196 959 1595 internal_value=0 -0.0038078 -0.00189097 -0.0182106 -0.0999465 -0.140817 -0.210899 -0.00236492 -0.0320128 -0.0220817 -0.260585 0.0428882 0.0658071 0.0320042 -0.0147863 -0.0280205 -0.179339 0.00971478 0.0423076 -0.00650398 0.23397 -0.0973939 -0.183969 0.110608 0.00573228 0.0215897 0.00599559 -0.0448733 0.0745295 -0.0558924 internal_count=39006 37868 34524 26499 6346 5911 5296 20153 10995 10758 5102 9158 5683 8025 10557 9945 844 615 5190 9101 493 3475 2327 435 8119 7408 7138 5285 1853 5089 Tree=677 num_leaves=31 split_feature=25 5 73 42 33 23 70 49 16 58 56 13 91 13 71 74 57 63 36 63 39 63 38 41 70 87 85 11 69 54 split_gain=4.86626 4.26119 4.28863 3.82046 3.97535 5.3667 3.83378 4.22145 3.04087 2.94234 2.9635 2.7645 3.06797 2.74407 5.98548 3.94298 3.78541 6.68774 3.48381 3.37206 3.13773 5.52077 3.93597 4.04183 3.72965 3.75361 3.6243 3.32918 3.83887 3.21499 threshold=1.5 0.5 4.5 13.5 0.5 6.5 3.5 8.5 0.5 2.5 1.5 12.5 1.5 0.5 3.5 3.5 0.5 1.5 0.5 0.5 1.5 3.5 0.5 0.5 1.5 0.5 6.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 11 7 9 -7 10 13 12 -6 14 15 20 19 18 -18 -15 21 22 23 26 25 -23 29 28 -22 -1 right_child=-2 -3 -4 -5 5 8 -8 -9 -10 -11 -12 -13 -14 16 -16 -17 17 -19 -20 -21 27 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 12 8 6 7 8 9 10 11 12 19 14 15 18 17 18 19 28 25 22 23 24 25 26 27 28 29 leaf_value=-0.00578205 -0.0231041 -0.025072 -0.0376554 0.0276947 -0.00768264 0.0257541 -0.0447116 0.0670929 -0.018196 -0.0275146 -0.0412363 0.021491 -0.0438466 0.00176003 0.0154484 -0.0538188 0.0529065 -0.0100683 0.00442236 0.00903069 0.0046807 0.0101118 -0.03616 -0.032827 0.0307903 -0.00735262 0.0233844 -0.0298223 0.0350309 -0.0427097 leaf_count=4081 4361 636 542 147 6145 614 322 101 509 720 951 135 816 7240 872 999 418 211 205 3252 972 624 867 1342 111 722 113 112 197 669 internal_value=0 0.014177 0.0169683 0.0188793 0.0162708 -0.04713 0.0274306 0.0291215 0.17094 0.0277399 0.0297849 -0.0763945 -0.0891938 0.0312053 -6.70521e-05 -0.0221035 0.0498613 0.2261 0.40097 0.0425704 -0.0171363 -0.0416508 -0.104511 -0.080572 0.032818 0.00770267 -0.0526811 0.0668781 0.0933758 -0.0767362 internal_count=39006 34645 34009 33467 33320 8219 25101 24779 1123 24678 23958 7096 6961 23007 11681 10809 11326 834 623 10492 9810 8529 7072 6205 1457 1346 4863 1281 1169 4750 Tree=678 num_leaves=31 split_feature=75 85 58 41 8 13 61 13 80 39 33 7 10 0 66 58 21 84 40 91 14 55 85 24 13 53 39 23 0 13 split_gain=5.24264 4.68824 5.08111 4.65222 6.59304 5.60778 4.30158 4.80485 3.6829 3.4514 3.07167 4.44536 3.68457 3.36023 3.09312 2.8017 2.95363 2.86332 2.87448 4.49784 3.33718 3.1047 3.88691 5.03313 3.43487 2.59933 4.31986 2.59551 2.56192 2.86148 threshold=1.5 17.5 1.5 0.5 1.5 4.5 0.5 0.5 0.5 3.5 2.5 0.5 1.5 0.5 2.5 0.5 1.5 3.5 0.5 0.5 3.5 0.5 6.5 2.5 7.5 0.5 0.5 0.5 0.5 10.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 8 9 -8 10 15 11 12 13 -5 -15 16 17 18 19 20 21 22 23 -1 -25 26 -20 -26 29 -11 right_child=-2 -3 -4 5 -6 -7 7 -9 -10 28 -12 -13 -14 14 -16 -17 -18 -19 25 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31 leaf_parent=23 0 1 2 13 4 5 7 7 8 29 10 11 12 14 14 15 16 17 26 19 20 21 22 24 27 25 26 27 28 29 leaf_value=-0.021215 -0.0328038 0.0453433 -0.0310539 0.025405 -0.0428633 -0.00757557 -0.0275126 -0.00324327 -0.0343314 0.0243318 0.0681828 -0.00422918 -0.0355661 -0.0217736 0.0378924 -0.0243464 -0.0379128 0.0281542 -0.0317695 0.0238111 0.0118145 0.0149237 0.0168405 -0.00725065 0.0450975 0.0646681 0.0340151 -0.00798946 -0.0154137 -0.0197467 leaf_count=5417 4022 118 1487 3251 2857 1293 4092 3918 558 1046 380 1787 1325 364 269 574 742 241 431 1056 646 649 252 1029 151 232 240 129 311 139 internal_value=0 0.000621512 -0.00409903 0.00353961 -0.0273563 0.0746374 -0.0162273 -0.106892 0.132758 0.0168009 0.149477 0.136569 0.193515 0.213782 -0.0475855 -0.00868551 0.00489387 0.0141523 0.000951244 -0.0159734 -0.0406375 -0.0727631 -0.0984649 -0.128331 0.00857982 0.220662 0.110304 0.262925 0.145414 0.194527 internal_count=39006 34984 34866 33379 24152 9227 21295 8010 7934 13285 7376 6996 5209 3884 633 11789 11215 10473 10232 9329 8273 7627 6978 6726 1309 903 671 280 1496 1185 Tree=679 num_leaves=27 split_feature=33 48 13 38 58 75 56 84 13 33 32 66 85 66 69 23 24 23 63 61 24 66 66 24 13 32 split_gain=11.8014 4.07943 3.84587 3.45705 4.06451 3.11726 3.47106 2.33899 2.64174 1.68913 1.99292 1.22494 1.14105 0.903831 0.816401 0.957403 0.831936 0.52046 0.30618 0.122408 0.0945065 0.0830169 4.33415e-05 2.32061e-05 8.8195e-06 1.01836e-06 threshold=0.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 1.5 2.5 1.5 1.5 0.5 1.5 0.5 4.5 0.5 0.5 0.5 0.5 1.5 0.5 2.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=14 2 3 4 5 6 7 8 9 13 11 17 -5 -2 15 16 18 -11 21 -13 22 -1 -18 -16 -22 -25 right_child=1 -3 -4 12 -6 -7 -8 -9 -10 10 -12 19 -14 -15 23 -17 20 -19 -20 -21 24 -23 -24 25 -26 -27 leaf_parent=21 13 1 2 12 4 5 6 7 8 17 10 19 12 13 23 15 22 17 18 19 24 21 22 25 24 25 leaf_value=-0.0159855 0.0197062 -0.0507338 -0.0410605 -0.00700522 -0.0402553 -0.0256399 -0.0193145 -0.0141715 0.0780486 0.0241286 0.0649389 0.000528123 -0.0495732 -0.0131094 -0.050315 -0.0045262 -0.0409808 0.0492901 -0.0406715 0.0152293 -0.050232 -0.0266855 -0.0406949 -0.0501648 -0.050106 -0.0501229 leaf_count=2970 673 1920 1280 568 593 781 657 503 201 379 177 190 561 746 3619 2655 2251 499 1621 170 2002 2362 1683 3187 3511 3247 internal_value=0 0.00115805 0.0343912 0.0725321 0.120255 0.162627 0.206459 0.262992 0.305928 0.260185 0.349374 0.258245 -0.274561 0.0895603 -0.372835 -0.324118 -0.360568 0.380413 -0.256098 0.0789127 -0.456163 -0.205026 -0.408408 -0.502031 -0.501658 -0.501447 internal_count=39006 9898 7978 6698 5569 4976 4195 3538 3035 2834 1415 1238 1129 1419 29108 19055 16400 878 6953 360 9447 5332 3934 10053 5513 6434 Tree=680 num_leaves=31 split_feature=13 10 56 14 92 88 46 67 66 42 8 44 2 66 74 41 74 41 15 24 87 66 63 59 36 53 7 63 3 85 split_gain=6.68741 6.63975 6.15612 6.49238 5.37832 4.25805 4.77223 5.7499 5.24 4.68506 4.29953 4.05955 4.33566 4.7907 10.6966 9.99644 3.88602 4.17357 7.10507 4.50905 3.70936 3.67606 3.58184 3.58184 3.84283 4.46231 3.51099 3.67783 4.55901 5.83142 threshold=5.5 6.5 1.5 3.5 4.5 4.5 2.5 0.5 1.5 1.5 12.5 8.5 1.5 3.5 3.5 3.5 2.5 3.5 1.5 0.5 1.5 0.5 2.5 7.5 0.5 2.5 0.5 8.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 9 8 -8 10 11 12 13 14 15 20 17 19 -19 -15 -1 -4 -11 24 -23 -26 27 28 29 -21 right_child=-2 -3 21 -5 -6 -7 7 -9 -10 22 -12 -13 -14 16 -16 -17 -18 18 -20 26 -22 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=20 0 1 21 3 4 5 8 7 8 22 10 11 12 19 14 15 16 18 18 29 20 24 22 23 25 25 26 27 28 29 leaf_value=-0.0117552 -0.0393984 0.0300787 -0.0071078 -0.0467628 0.0526353 -0.04176 0.0979066 -0.00223103 0.0195179 -0.0332543 -0.0429257 0.050456 0.0193319 -0.0015573 0.0456608 0.0214118 -0.0252768 0.0118281 -0.0517724 0.0147428 -0.0377774 0.0217944 0.0295475 0.0430835 0.0161141 -0.0492302 0.00637258 -0.00953315 -0.0054842 0.06469 leaf_count=10832 4060 3486 671 2797 103 363 103 495 153 1606 1195 116 1201 2344 650 589 800 218 157 433 2158 663 181 772 194 129 1458 282 164 633 internal_value=0 0.0120998 0.000975026 -0.0216049 -0.0130873 -0.0190328 -0.0125918 0.232907 0.531239 -0.0245008 -0.0114284 -0.00444305 -0.00994759 -0.0248283 -0.0737943 -0.098987 0.0484243 0.0725358 -0.15001 0.110388 -0.140764 0.137929 -0.254716 0.200351 0.128724 -0.131489 0.19493 0.300546 0.366729 0.456649 internal_count=39006 34946 31460 29031 26234 26131 25768 751 256 25017 23230 22035 21919 20718 14229 13579 6489 5689 375 5314 12990 2429 1787 1758 986 323 2970 1512 1230 1066 Tree=681 num_leaves=31 split_feature=8 14 35 24 3 84 84 25 46 58 42 49 61 62 23 66 39 15 21 70 38 75 74 65 67 9 52 32 35 13 split_gain=4.4219 4.22766 4.0211 3.90151 3.85225 3.71147 5.47758 5.33848 4.15334 4.12499 5.56195 4.81715 3.5574 4.27001 3.64416 4.06666 3.22876 4.21416 3.36705 3.49457 3.15648 4.13336 3.46546 3.73534 3.2244 2.82186 2.63963 2.49587 2.47695 2.41724 threshold=11.5 8.5 5.5 5.5 0.5 7.5 0.5 2.5 8.5 0.5 0.5 3.5 2.5 0.5 1.5 0.5 2.5 0.5 1.5 1.5 0.5 2.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -5 6 7 8 9 11 -11 12 13 16 15 -15 17 20 19 26 22 28 23 24 -1 -14 -19 -7 -22 -28 right_child=-2 -3 -4 4 -6 27 -8 -9 -10 10 -12 -13 25 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_parent=24 0 1 2 4 4 27 6 7 8 10 10 11 25 15 14 15 16 26 18 19 28 21 22 23 24 25 29 27 28 29 leaf_value=-0.0103042 -0.0428915 -0.0419261 -0.0473149 -0.0373528 0.0235727 -0.0461757 0.0104618 -0.0494906 0.0579222 0.00503386 0.057999 0.0325052 -0.0409173 0.0149537 -0.0059173 0.0894322 -0.0260991 0.00365067 -0.019738 0.0576601 0.0219158 -0.0404228 -0.0538287 0.0161203 -0.0410431 0.0177941 0.0570567 0.00349967 -0.015364 -0.000268415 leaf_count=6406 1544 1655 1025 2270 197 250 5391 2405 142 1914 207 145 1863 389 578 263 3092 3191 1265 187 605 189 1067 873 719 354 246 161 225 188 internal_value=0 -0.00267808 0.00284667 0.00750658 -0.241069 0.0162492 0.0236261 -0.016362 -0.00650937 -0.0129009 0.164106 -0.034136 -0.0478225 -0.0327798 0.244229 0.47356 -0.0500909 -0.0318236 0.0822078 0.134982 -0.0797394 0.0633656 -0.120355 -0.100753 -0.136043 -0.29836 0.0937601 -0.273853 0.136994 0.35635 internal_count=39006 37462 35807 34782 2467 32315 31904 26513 24108 23966 2121 21845 21700 19483 1230 652 18253 15161 5077 3812 10084 1019 9065 7998 7125 2217 3625 411 830 434 Tree=682 num_leaves=31 split_feature=13 14 30 18 67 87 78 12 42 68 19 74 39 25 88 46 78 11 12 38 90 32 33 57 72 35 55 73 89 90 split_gain=7.10687 6.07024 5.69831 5.34198 5.20602 4.69946 4.52649 5.20275 5.59544 4.21934 3.89504 3.76679 3.70101 3.45042 4.91085 4.03792 3.79914 3.59665 3.2789 3.067 2.86906 2.83341 2.80983 2.67672 3.18066 2.96642 2.83102 3.06584 3.5804 3.29658 threshold=3.5 4.5 3.5 14.5 11.5 3.5 3.5 9.5 1.5 16.5 1.5 19.5 3.5 1.5 1.5 1.5 0.5 1.5 2.5 6.5 4.5 1.5 4.5 6.5 8.5 6.5 0.5 1.5 5.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 11 -2 12 13 14 17 -15 21 18 19 20 22 -16 23 24 25 26 27 28 29 -1 right_child=10 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 10 1 2 3 4 5 6 7 8 9 10 11 12 15 21 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00180022 -0.044006 -0.0437694 0.0453129 0.0537779 0.0446428 -0.0387403 -0.0349147 0.0374012 -0.0262424 0.0524652 0.00749359 0.0416987 -0.0297558 -0.0242972 0.0244324 0.0209577 -0.0121412 0.0358302 -0.0358856 -0.0498842 -0.0429804 0.0726243 -0.047278 0.0317472 0.0543909 -0.0339352 -0.0170033 0.0222728 0.0358543 -0.0320664 leaf_count=11961 6176 2256 299 381 214 1226 674 378 1517 335 246 296 1526 3382 1007 169 331 298 387 200 268 134 1642 404 198 535 1272 867 260 167 internal_value=0 0.013564 0.0201329 0.0136129 0.00848762 0.00245094 0.00865674 0.0152732 0.00754779 0.0188259 -0.300911 0.0140973 0.00874765 0.015753 0.0282273 -0.148285 0.226967 0.0124588 0.00529582 0.0116261 0.0159235 0.321636 0.0205663 0.0247171 0.0179975 0.0134507 0.0198266 0.0313379 0.0182217 0.00901696 internal_count=39006 32584 30328 30029 29648 29434 28208 27534 27156 25639 6422 25304 25008 23482 19931 3551 1472 18459 18161 17774 17574 1141 17306 15664 15260 15062 14527 13255 12388 12128 Tree=683 num_leaves=31 split_feature=40 87 22 14 42 70 8 66 59 21 13 54 12 71 4 67 25 52 9 53 32 24 61 16 35 41 54 12 15 32 split_gain=6.19294 7.17048 5.80878 4.65876 4.00489 4.21456 4.12723 3.31041 3.10248 3.23149 3.77408 3.4779 2.89784 2.82753 2.89001 2.99951 3.70562 3.53653 4.57511 4.15215 4.10418 3.81967 3.39507 4.03378 2.94016 3.90458 2.87258 3.60044 3.18607 2.94777 threshold=1.5 1.5 0.5 5.5 0.5 2.5 8.5 10.5 7.5 3.5 3.5 0.5 0.5 3.5 1.5 1.5 0.5 1.5 0.5 3.5 0.5 4.5 1.5 0.5 1.5 0.5 0.5 0.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 -3 9 10 13 -11 -7 14 15 17 -17 18 21 -19 -20 22 23 -1 25 -25 27 29 -29 -24 right_child=-2 7 -4 -5 -6 12 -8 -9 -10 11 -12 -13 -14 -15 -16 16 -18 19 20 -21 -22 -23 26 24 -26 -27 -28 28 -30 -31 leaf_parent=23 0 7 2 3 4 12 6 7 8 11 10 11 12 13 14 16 16 19 20 19 20 21 29 25 24 25 26 28 28 29 leaf_value=-0.00580546 0.0142154 -0.0358253 -0.0309163 -0.0507861 -0.0241684 -0.0410242 -0.0505679 0.00845965 -0.0390874 0.0598988 -0.0264895 0.00887321 0.00874108 -0.0398521 -0.0381753 0.0106539 0.0504877 0.0327362 -0.0440235 -0.0086374 0.010382 -0.0323062 0.0165322 0.0402968 0.00268302 -0.0270956 -0.0055891 0.0642787 0.0100087 -0.0397409 leaf_count=8615 2102 5892 2186 1665 3403 529 1472 220 1686 359 2687 413 161 553 160 829 213 435 1056 153 322 405 1189 724 461 249 402 178 167 120 internal_value=0 -0.0286543 -0.010047 0.00328571 0.00982211 0.0213879 0.0330909 -0.274617 0.0391597 0.0449396 0.0336118 0.276555 -0.25221 0.044379 0.050012 0.0559931 0.196462 0.0366479 0.0145476 0.201583 -0.249577 0.0347936 0.0482256 0.00306399 0.128884 0.296872 0.146379 0.205221 0.445526 0.125084 internal_count=39006 36904 30792 28606 26941 23538 22848 6112 21376 19690 18918 772 690 16231 15678 15518 1042 14476 13888 588 1378 12510 12105 10049 1434 973 2056 1654 345 1309 Tree=684 num_leaves=31 split_feature=24 8 2 54 91 35 14 57 69 47 74 61 79 50 75 67 52 39 91 25 14 90 31 63 49 65 59 41 16 86 split_gain=5.53959 3.95556 3.95537 4.09051 5.03947 4.3892 4.04197 3.77283 4.14738 3.77235 3.68494 3.6289 3.55876 3.496 3.43864 3.50297 3.6162 3.75373 3.21043 3.20756 3.10358 3.08912 3.01804 3.08455 2.99402 2.81208 2.66989 3.41509 2.65839 2.54805 threshold=1.5 3.5 2.5 1.5 2.5 1.5 2.5 1.5 1.5 6.5 7.5 0.5 0.5 0.5 6.5 1.5 0.5 0.5 1.5 0.5 1.5 1.5 0.5 1.5 0.5 1.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 14 12 11 22 -7 26 15 16 17 21 20 -6 -13 -1 -2 -24 25 -10 27 -5 -17 -18 right_child=10 -3 -4 13 19 9 -8 -9 24 -11 -12 18 -14 -15 -16 28 29 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 22 1 2 27 19 12 6 7 25 9 10 20 12 13 14 28 29 17 18 19 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.00485819 -0.0372592 -0.0381675 -0.0400179 0.019969 0.0666119 0.0120792 -0.0470218 -0.0402851 0.0158608 0.0556401 0.0475082 0.00596635 -0.028593 0.0724465 0.029871 0.00248709 0.00456259 -0.031902 -0.0347194 0.00208911 -0.0416488 -0.0565334 0.0173895 -0.047706 -0.00883523 0.0576885 0.0454114 -0.0213208 0.0526922 0.0543014 leaf_count=6044 5013 1886 3284 588 257 2129 2015 1323 855 131 232 3937 403 102 239 724 769 3568 869 336 1218 166 694 504 595 258 328 271 136 132 internal_value=0 0.0382986 0.0459033 0.0531923 0.0316819 0.0193324 -0.0250375 -0.0120777 0.00210448 0.116163 -0.110615 -0.13072 0.0894707 0.212069 -0.0318639 -0.0505923 -0.0754498 -0.109414 -0.0436531 0.418774 0.0133998 -0.0664721 -0.268483 -0.0210534 0.187963 0.294707 0.164266 0.0937079 0.217506 0.145887 internal_count=39006 26539 24653 21369 20080 19487 16824 14809 13486 2663 12467 12235 2532 1289 11778 11539 10679 9778 6024 593 5155 6210 6211 1198 1708 1113 1187 859 860 901 Tree=685 num_leaves=31 split_feature=63 66 39 59 61 5 46 31 52 47 29 15 85 13 61 85 59 44 20 24 33 13 23 61 48 90 85 24 27 71 split_gain=5.48891 8.06604 7.44632 6.44127 5.11626 5.06497 5.64831 4.25183 6.44264 4.66722 5.15091 4.93079 6.90474 6.30653 7.21992 6.73703 4.4807 5.28486 4.46614 6.45432 4.3835 4.23243 4.89668 4.09276 3.79934 3.75038 3.73778 5.71751 3.64269 3.59994 threshold=4.5 9.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 2.5 7.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 4.5 0.5 0.5 1.5 0.5 0.5 3.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -2 6 24 9 28 10 11 12 18 25 -15 -16 17 21 -4 -20 -10 -11 26 -14 29 -13 -23 -28 -9 -1 right_child=4 -3 7 -5 -6 -7 -8 8 20 16 -12 13 23 14 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 4 1 18 3 4 5 6 28 20 21 10 25 23 14 15 15 16 17 19 19 20 26 22 23 24 25 27 27 28 29 leaf_value=-0.00605665 0.00541544 -0.0360729 -0.00398523 -0.0295025 0.0379277 0.0470582 -0.0430417 0.00245646 -0.0355244 0.0136014 -0.0250332 0.00395595 0.00620592 0.0430744 0.0337221 -0.0175986 0.0290746 0.0460732 0.00376967 -0.0482243 0.00925439 -0.0423475 0.0102966 0.0385501 -0.0635423 -0.0319553 0.0191989 -0.0213986 -0.0417366 0.00815601 leaf_count=9257 2610 2125 3332 5449 177 274 961 1941 649 1184 359 4789 569 242 139 151 591 174 163 156 286 122 611 135 643 251 219 302 415 730 internal_value=0 -0.00928982 -0.00537757 -0.0651566 0.0706041 -0.0468792 -0.0537712 0.0160917 -0.0731348 0.0272545 0.00963017 0.0161711 -0.0252558 0.0564514 0.224209 0.0448804 0.0970503 0.0668084 -0.0582884 -0.26287 -0.261138 0.0465312 -0.0286375 0.118237 -0.0430713 0.0313588 -0.137442 -0.0676362 -0.000940581 -0.0383649 internal_count=39006 36219 34094 17314 2787 11865 11591 16780 3291 13489 10286 9927 4355 5572 532 290 3203 2612 3651 319 935 2438 1254 704 10630 5040 643 521 2356 9987 Tree=686 num_leaves=31 split_feature=59 13 46 63 35 86 74 24 25 88 49 55 41 84 15 8 39 72 85 63 91 26 35 31 24 39 10 24 15 20 split_gain=4.41813 3.93796 3.8308 3.8254 5.22909 3.76206 3.52779 3.56013 3.09061 2.92392 2.88726 2.93133 3.57295 6.6992 5.98362 5.112 4.71596 3.50587 4.84561 3.53382 3.05432 2.90872 2.90705 2.84359 2.59922 3.24932 2.41298 2.24177 2.89212 6.43233 threshold=2.5 10.5 2.5 23.5 3.5 1.5 2.5 1.5 2.5 6.5 5.5 7.5 0.5 5.5 5.5 2.5 0.5 0.5 4.5 9.5 1.5 1.5 1.5 0.5 9.5 12.5 0.5 5.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 -8 9 10 11 12 14 15 17 16 -14 -1 19 -19 -16 22 -18 24 25 27 -7 28 -3 -30 right_child=-2 23 -4 -5 -6 26 7 -9 -10 -11 -12 -13 13 -15 20 -17 21 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=17 0 28 2 3 4 26 7 7 8 9 10 11 16 13 20 15 22 19 18 19 20 21 22 23 24 25 26 27 29 29 leaf_value=0.00229753 -0.0462999 0.0251258 -0.0482525 0.0296707 -0.0402353 -0.0088214 -0.0507523 0.00876884 -0.0348025 0.0397927 0.0355462 0.0198701 -0.0307732 0.0201366 0.0193349 0.0112595 -0.0111913 -0.0159053 0.0285646 -0.000367516 -0.0302 0.033607 0.0230856 0.0368799 -0.0136296 0.0375676 -0.0408204 -0.00860045 0.0229968 -0.0357491 leaf_count=17161 3464 280 875 126 1532 1136 1230 261 1371 124 176 282 2187 249 898 323 2188 2341 148 688 128 233 183 131 203 138 466 251 131 101 internal_value=0 0.0107623 0.00405006 0.00549552 0.00307659 0.00547133 0.0100357 -0.277336 0.0123965 0.0140591 0.0125754 0.010929 0.00786178 -0.0526578 0.0196506 -0.0849581 -0.120681 0.0100223 -0.0587457 -0.0812995 0.167919 -0.0795815 -0.0934957 0.111764 0.0812004 0.118142 -0.148468 0.0725162 0.132716 -0.0105808 internal_count=39006 35542 34307 33432 33306 31774 30172 1491 28681 27310 27186 27010 26728 5363 21365 5114 4791 20339 3177 3029 1026 2604 2371 1235 1104 901 1602 763 512 232 Tree=687 num_leaves=31 split_feature=46 81 25 61 59 57 27 25 74 43 24 8 16 26 54 15 39 41 56 72 23 58 39 13 39 52 31 39 66 71 split_gain=5.14036 4.66485 4.50234 4.45658 6.07146 4.75143 3.85195 3.41127 2.97043 2.80623 3.46957 2.78608 3.2681 2.75309 3.15036 2.82806 3.99494 2.75115 3.22673 2.61016 2.58633 3.75146 3.15512 5.05337 3.69701 3.24359 4.90004 4.33138 4.58413 4.64645 threshold=1.5 0.5 0.5 1.5 1.5 0.5 0.5 3.5 0.5 1.5 1.5 2.5 1.5 0.5 1.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 10.5 5.5 6.5 0.5 0.5 2.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -5 11 7 9 -9 10 19 12 13 14 17 16 -15 20 -19 -4 22 -22 24 -24 25 -1 27 28 29 -27 right_child=-2 -3 6 4 -6 -7 -8 8 -10 -11 -12 -13 -14 15 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_parent=25 0 1 19 4 4 5 6 8 8 9 10 11 12 16 14 15 16 18 18 19 21 21 23 23 24 29 26 27 28 29 leaf_value=0.00111781 -0.0515126 -0.0365405 0.0225168 -0.0196323 0.0430708 -0.0310232 -0.0212447 0.0158767 0.0871543 -0.0123983 0.00487633 -0.0336001 -0.0439294 0.0140369 -0.0342139 -0.00790705 0.073344 0.021565 -0.027277 0.072913 -0.00264099 -0.0351183 0.081826 -0.0105477 -0.0314409 -0.00807227 0.0716907 -0.0224087 0.074845 0.0427395 leaf_count=5143 1522 3246 1884 5825 428 2266 1575 489 274 565 774 1958 862 524 370 449 109 618 190 252 7611 660 117 165 291 233 104 221 138 144 internal_value=0 -0.00135465 0.00445252 -0.0167748 -0.149237 0.00208303 0.102109 0.133686 0.502465 0.107439 0.144295 0.0118243 0.0171131 0.0219129 0.0120193 0.210403 0.343098 0.018361 0.15746 0.272263 0.00400822 -0.0510934 0.0415845 0.399081 0.0297008 0.0446481 0.185332 0.115704 0.224603 0.125885 internal_count=39006 37484 34238 28425 6253 22172 5813 4238 763 3475 2910 19907 17949 17087 16005 1082 633 15635 808 2136 14827 8271 6556 282 6274 5983 840 736 515 377 Tree=688 num_leaves=28 split_feature=33 33 10 75 25 16 71 36 14 14 23 85 56 13 66 61 31 24 86 33 23 47 47 24 47 33 13 split_gain=10.9412 3.69839 3.54368 3.02636 2.89299 2.63931 2.33596 1.95942 1.92858 1.78431 1.38392 1.25141 1.11867 1.28045 1.17984 1.40191 1.10461 0.783806 0.890969 0.497963 0.302636 0.218265 0.16508 0.0954007 0.194985 0.0458276 5.12786e-06 threshold=0.5 16.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 5.5 0.5 0.5 3.5 1.5 1.5 0.5 1.5 0.5 4.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=16 2 3 4 5 6 7 8 11 10 -10 12 13 14 25 -16 17 18 20 -4 22 -5 -1 24 -19 -2 -25 right_child=1 -3 19 21 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 -18 23 -20 -21 -22 -23 -24 26 -26 -27 -28 leaf_parent=22 25 1 19 21 4 5 6 7 10 9 10 11 12 13 15 15 16 24 18 19 20 21 22 26 24 25 26 leaf_value=-0.0362606 0.0407905 0.0508613 -0.0514262 -0.0430966 -0.0450088 -0.0291722 -0.0312807 -0.0206943 0.0352685 0.0107388 0.0817019 -0.0136012 -0.0133161 -0.00517596 -0.00471984 0.0430841 -0.00936937 -0.0502411 -0.00394652 -0.0229262 -0.0502395 -0.0232175 -0.0206424 -0.0501708 -0.0321601 0.0492138 -0.050092 leaf_count=3716 115 482 2579 632 500 747 607 494 293 368 191 651 216 354 251 242 2033 2853 2077 254 4266 617 1789 4649 2833 343 4854 internal_value=0 0.0117807 -0.0188541 0.024292 0.0668033 0.0975395 0.136989 0.170267 0.206015 0.384281 0.539015 0.124507 0.177244 0.224821 0.295305 0.142132 -0.352138 -0.386283 -0.298449 -0.377702 -0.363426 -0.324144 -0.311975 -0.466993 -0.418822 0.442462 -0.501365 internal_count=39006 9936 9454 6621 5372 4872 4125 3518 3024 852 484 2172 1521 1305 951 493 29070 27037 11848 2833 9771 1249 5505 15189 5686 458 9503 Tree=689 num_leaves=31 split_feature=13 10 88 14 8 75 16 92 22 31 47 74 36 66 85 2 33 91 66 74 48 56 8 73 21 35 29 78 25 61 split_gain=6.34 6.68381 5.85799 5.95728 5.51379 4.88499 4.83412 4.41267 4.31831 7.35589 4.71181 4.26018 7.08385 5.47474 5.10297 4.24525 4.17127 5.0054 3.84214 4.20716 3.55269 3.45601 3.59337 3.45113 3.42565 3.29442 4.73595 4.11351 4.07258 3.27736 threshold=3.5 6.5 5.5 4.5 9.5 8.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 1.5 1.5 9.5 11.5 0.5 1.5 1.5 2.5 0.5 0.5 0.5 1.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 -2 8 11 10 -10 13 18 14 24 16 23 -18 19 -13 -11 22 -9 25 -1 26 28 -27 -15 -17 right_child=6 -3 -4 -5 -6 -7 -8 21 9 20 -12 12 -14 15 -16 29 17 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=24 6 1 2 3 4 5 6 22 10 20 10 19 12 28 14 29 17 17 18 19 20 21 22 23 24 27 26 27 28 29 leaf_value=-0.0115357 -0.039202 0.0316328 -0.0457223 -0.0487614 -0.0334475 -0.0466371 0.0138125 0.0149265 -0.0564083 0.0791104 0.0304119 0.0241677 -0.0217126 0.00602168 -0.0273771 0.0466562 -0.0365143 0.0198452 -0.0234964 0.0826051 0.0156645 0.0447262 -0.0428482 0.0341509 0.0107791 -0.0130003 -0.0370375 0.0185406 0.0405036 -0.00375936 leaf_count=3286 5960 3450 313 2217 1777 761 433 1221 131 235 104 1127 747 5190 3072 425 1495 258 185 279 130 359 107 293 1398 2682 352 425 367 227 internal_value=0 0.0149023 0.0038863 0.0104283 0.0166753 0.0249787 -0.25608 0.0303604 0.0131585 0.270771 -0.148836 0.00286107 0.14417 -0.0163992 -0.109187 0.0264331 0.0094276 -0.209923 0.248596 0.303145 0.55095 0.17074 0.108085 0.0309001 -0.0379207 0.0171261 0.0653856 -0.0712538 0.0871395 0.29131 internal_count=39006 32613 29163 28850 26633 24856 6393 24095 22408 600 235 21808 2338 19470 7756 11714 11062 1753 1591 1406 365 1687 1328 9309 4684 9016 5909 3107 5557 652 Tree=690 num_leaves=31 split_feature=73 36 71 24 83 8 31 66 16 22 91 63 62 54 55 39 55 66 90 57 86 82 74 15 23 46 41 62 14 84 split_gain=4.80451 4.70891 4.06763 4.18272 4.04616 4.18396 3.93469 4.26615 3.88868 3.50661 3.89094 4.02326 3.74772 5.10875 3.40808 4.21415 3.2374 3.10293 2.95131 2.90814 3.96164 3.4525 2.96491 2.83331 2.8062 2.702 2.67386 2.51464 2.50557 2.50267 threshold=6.5 4.5 2.5 6.5 0.5 4.5 0.5 3.5 0.5 0.5 0.5 3.5 0.5 0.5 2.5 3.5 0.5 1.5 3.5 1.5 0.5 5.5 3.5 0.5 6.5 2.5 0.5 0.5 0.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 -4 10 11 12 14 -14 15 24 -9 26 19 22 -21 -22 25 -16 29 -8 -11 -7 -13 -1 right_child=-2 -3 8 -5 -6 27 18 16 -10 17 -12 28 13 -15 23 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 8 3 4 27 25 16 8 26 10 28 13 13 23 15 16 17 18 20 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.00332699 -0.0581984 0.0468012 -0.0342466 -0.0351239 -0.0403562 -0.0341256 0.00936951 -0.0288587 0.0137957 -0.000982322 -0.0254558 0.00941823 0.0462232 -0.0313074 0.00234946 -0.0403686 0.0137504 0.0575446 0.0546147 -0.0431268 -0.0239632 0.0488826 -0.0264476 0.0413288 0.0483639 0.0397236 0.0392216 0.0169785 0.0710501 -0.0431902 leaf_count=9559 464 170 2794 1694 806 1914 6164 3414 391 446 3991 110 581 192 163 1995 225 173 192 969 229 117 754 115 343 278 188 272 130 173 internal_value=0 -0.00695757 -0.0124082 -0.00155123 0.00544701 0.0113507 0.0212995 -0.017205 -0.220752 0.00596305 -0.0163568 0.00444938 -0.0101066 0.268076 -0.0294749 -0.0568677 -0.202423 0.183757 0.085581 0.0748205 -0.151798 0.122893 0.0968731 0.161846 -0.0355073 0.112345 0.103379 -0.243248 0.387262 -0.0455949 internal_count=39006 38542 38372 35187 33493 32687 30501 21798 3185 18159 17352 13361 13121 773 12348 12070 3639 807 8703 8511 1315 346 7196 278 10075 6442 634 2186 240 9732 Tree=691 num_leaves=31 split_feature=14 24 34 68 57 85 12 40 16 90 89 36 67 68 16 15 46 75 47 22 66 66 66 50 64 33 68 72 22 39 split_gain=6.99427 6.51413 5.69086 5.46336 5.29986 4.67172 4.81106 4.15253 4.40245 5.48802 4.11821 3.92862 3.91019 3.57033 5.10015 3.46861 5.13226 3.32305 3.68097 3.87589 5.41232 5.08925 4.69701 4.36935 3.10921 3.09913 3.38557 3.04153 2.99413 2.9818 threshold=2.5 3.5 17.5 12.5 21.5 2.5 9.5 2.5 0.5 1.5 5.5 0.5 3.5 0.5 0.5 0.5 2.5 2.5 4.5 1.5 2.5 1.5 7.5 0.5 1.5 1.5 2.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 15 12 -9 17 -7 -15 25 -17 18 19 20 27 -21 23 -22 -3 26 -10 29 -19 -1 right_child=-2 24 -4 -5 -6 13 -8 11 9 -11 -12 -13 -14 14 -16 16 -18 28 -20 21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 24 2 3 4 13 6 11 26 9 10 11 12 14 14 16 16 28 18 21 23 21 22 23 24 25 26 27 28 29 leaf_value=-0.00509413 -0.0288401 -0.0322025 0.0497517 0.0412127 0.0580975 -0.0328984 0.0378057 -0.000202439 -0.00439565 -0.0473094 0.0360678 0.0537148 0.0192281 0.0345846 -0.0452842 -0.0226426 0.0223958 0.0264959 -0.0361079 0.072456 0.0100863 -0.0135141 -0.0195115 0.0603821 0.0241546 0.0505438 0.0353243 0.0123187 -0.0138962 -0.0220362 leaf_count=6725 4135 4766 197 784 142 2544 356 356 1560 351 394 196 735 207 106 1844 131 622 1155 122 3428 110 764 105 275 156 118 1222 150 5251 internal_value=0 0.0150126 0.0271775 0.0209032 0.0135649 0.00856465 0.0208229 0.0131165 0.00419677 -0.0836039 0.0344683 0.285257 0.0242188 -0.197255 0.0631507 -0.0504244 -0.151333 0.00473608 -0.0136395 -0.00266284 -0.0140172 0.362179 0.0837176 0.132012 -0.250505 0.0374135 0.0057632 -0.0750468 0.173724 -0.102515 internal_count=39006 34871 29830 29633 28849 28707 25850 25494 24942 4160 20782 552 20388 2857 313 3809 1975 19653 18881 17726 17494 232 4297 3533 5041 1834 1678 13197 772 11976 Tree=692 num_leaves=31 split_feature=39 63 61 14 61 35 8 84 58 88 84 62 13 47 35 12 9 75 82 90 41 39 23 28 67 89 66 24 47 12 split_gain=6.38128 5.35102 4.97296 4.15911 3.81283 3.7108 4.67057 4.31685 4.42755 4.15126 4.13336 3.38982 3.31565 2.92452 2.96894 2.83231 2.7569 3.86309 5.36799 4.26762 3.31685 3.13623 3.10875 3.12839 2.85444 3.20103 3.22937 3.4017 4.03955 5.95191 threshold=3.5 7.5 5.5 4.5 16.5 14.5 0.5 3.5 0.5 5.5 0.5 0.5 3.5 5.5 4.5 0.5 0.5 0.5 3.5 1.5 1.5 1.5 4.5 1.5 1.5 1.5 5.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 -2 4 5 6 7 8 9 10 12 13 16 14 -10 -12 17 18 19 22 -19 -18 23 24 25 26 27 -1 29 -29 right_child=2 -3 -4 -5 -6 -7 -8 -9 11 -11 15 -13 -14 -15 -16 -17 21 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=27 2 1 2 3 4 5 6 7 14 9 15 11 12 13 14 15 21 20 18 19 20 21 22 23 24 25 26 29 28 29 leaf_value=-0.0133945 -0.0417649 -0.0417904 0.00788513 -0.0430838 0.0488136 0.0289101 -0.0115412 -0.0469881 0.0261219 0.0481172 -0.0285046 -0.00790647 -0.0298492 -0.0152572 -0.0102212 0.002718 -0.0209858 -0.00400455 0.0613532 0.0570954 -0.053377 0.036548 -0.0163482 0.036336 0.0268828 0.0490052 0.0188868 0.00496762 -0.0256673 0.0613623 leaf_count=5154 5070 1920 240 1780 123 251 4777 659 1937 145 2251 398 2570 159 130 558 1622 2780 236 137 381 181 1267 201 611 225 518 2061 441 223 internal_value=0 0.0105844 -0.258794 0.0179004 0.023423 0.0184741 0.0101154 0.0334977 0.0398908 0.00734301 -0.00136746 0.142589 0.0232962 0.190565 0.223089 -0.171051 0.0352452 0.054621 0.0899901 0.0729417 -0.0916175 -0.135886 0.0582293 0.0830138 0.0610842 0.0319699 0.0150881 -0.0314608 0.073954 0.152668 internal_count=39006 33696 5310 31776 29996 29873 29622 24845 24186 21562 21417 2624 18608 2226 2067 2809 16038 14235 11074 10838 3161 1803 10701 9434 9233 8622 8397 7879 2725 2284 Tree=693 num_leaves=31 split_feature=42 8 85 13 86 71 69 66 31 4 27 61 49 13 23 6 45 31 41 75 73 53 33 59 11 63 52 63 74 16 split_gain=5.30091 4.46244 3.80029 3.58472 3.56842 3.47472 3.31152 4.24939 3.76821 3.66404 3.73397 3.55146 3.46884 3.31581 3.31484 3.12242 2.78398 2.75002 4.11904 2.82995 2.75447 2.7032 2.87159 2.68688 2.53657 2.33276 2.30086 2.23801 3.29101 2.23036 threshold=0.5 7.5 7.5 7.5 7.5 5.5 1.5 1.5 5.5 0.5 0.5 6.5 0.5 2.5 1.5 1.5 0.5 0.5 1.5 5.5 1.5 0.5 0.5 4.5 0.5 3.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 13 10 11 26 16 17 -11 -14 24 20 19 21 23 22 -19 25 -8 -9 27 28 29 -1 right_child=-2 -3 -4 -5 -6 -7 12 8 -10 14 -12 -13 15 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 24 25 8 14 10 11 15 13 14 15 16 22 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0291914 -0.0239263 -0.0508639 -0.0460516 -0.0506153 -0.05263 -0.0510036 0.0321559 0.0124087 0.0379603 -0.00318382 -0.0462614 0.0331149 -0.0197354 -0.0430063 0.0649156 0.0221853 -0.0090953 -0.00332874 -0.044041 0.02822 -0.0290943 -0.0179845 0.0278618 0.0627995 -0.00644213 -0.031756 0.0203993 0.00347324 0.00703611 8.2312e-05 leaf_count=6325 6490 1942 645 1839 156 1260 1804 4027 291 284 2250 172 856 1100 183 334 552 1127 483 321 331 997 394 582 337 205 237 1963 1132 387 internal_value=0 0.0173222 0.0231421 0.0285916 0.0332932 0.037805 0.0423287 0.0193601 0.0627649 -0.0666398 -0.0946486 -0.0659003 0.146009 0.0470447 0.275959 -0.0345901 0.22217 0.0566866 -0.0203343 0.0146963 0.107223 -0.0262498 0.052295 0.12344 0.272293 0.110448 -0.0932203 -0.118492 -0.170228 -0.23504 internal_count=39006 32516 30574 29929 28090 27934 26674 22791 9858 12933 12466 10216 3883 9567 467 1190 2693 8467 3322 2839 5145 2518 1521 4814 2141 4232 10044 9807 7844 6712 Tree=694 num_leaves=31 split_feature=56 80 14 35 87 10 13 33 14 55 41 18 42 87 84 65 30 74 38 7 66 8 0 86 46 87 85 41 42 52 split_gain=4.6385 4.6578 4.33658 4.18319 8.6406 5.69788 4.95113 5.24837 5.65226 3.66158 3.6192 3.37711 3.27301 7.50714 3.39833 3.30233 3.49739 3.2301 3.42375 3.17068 3.22676 3.10446 3.70837 3.06753 2.77704 2.85015 6.84402 4.16105 3.98187 3.68623 threshold=1.5 0.5 0.5 0.5 1.5 0.5 11.5 9.5 4.5 3.5 3.5 1.5 9.5 1.5 10.5 5.5 1.5 1.5 3.5 0.5 1.5 0.5 0.5 0.5 1.5 5.5 4.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 -3 9 6 21 7 8 23 10 11 12 14 -14 15 16 17 18 24 20 -19 22 -6 -5 25 -1 27 29 -28 -27 right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_parent=25 0 2 2 23 22 5 6 7 8 9 10 11 13 13 14 15 16 20 18 19 20 21 22 23 24 29 28 27 28 29 leaf_value=0.00285907 -0.0358399 -0.0339582 0.000484411 -0.0148905 0.00152808 0.0352381 0.0206796 0.055476 0.0122057 -0.026743 -0.0334147 -0.0258121 -0.00852671 0.0538005 0.0302042 0.0431423 -0.0425713 -0.0342012 -0.0457717 -0.0560863 0.012164 0.0163501 -0.0316238 -0.0339284 -0.0340411 -0.0306261 -0.00471478 0.00871035 0.0242477 0.00265069 leaf_count=20397 2558 1289 400 4825 520 280 156 153 217 381 937 735 138 105 114 103 383 378 280 464 352 310 168 1790 517 356 251 129 216 104 internal_value=0 -0.000532792 -0.17681 0.00335248 -0.0538279 0.0722097 -0.117714 -0.139139 -0.150461 0.0143467 0.016675 0.0185388 0.0207557 0.225064 0.0178229 0.0156025 0.0141162 0.0156097 0.0186371 -0.185465 -0.0781525 0.0158687 -0.0541023 -0.182016 0.020012 0.0214902 -0.0558331 -0.166294 0.0860754 -0.233181 internal_count=39006 36448 1689 34759 8419 1278 7141 6985 6832 26340 25959 25022 24287 243 24044 23930 23827 23444 22250 1194 730 998 688 6615 21970 21453 1056 589 467 460 Tree=695 num_leaves=31 split_feature=33 82 91 70 49 73 52 15 4 25 23 41 37 65 59 13 63 6 58 39 47 63 66 47 8 3 40 0 66 45 split_gain=4.01705 5.39332 4.29201 3.98861 3.54501 3.70658 3.28028 3.27619 5.86997 4.1022 3.14846 3.02825 2.94045 2.84291 2.64161 2.57715 5.42455 4.24204 3.66547 3.05009 2.92699 2.79639 3.75887 2.70989 2.60863 3.68294 3.5206 3.51754 3.06942 2.58263 threshold=0.5 5.5 0.5 3.5 8.5 4.5 1.5 3.5 0.5 0.5 7.5 1.5 4.5 0.5 0.5 0.5 12.5 0.5 0.5 1.5 0.5 7.5 8.5 1.5 0.5 0.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 6 4 5 7 10 9 11 15 12 14 -2 -12 -9 17 21 18 19 24 -21 22 -17 -19 25 28 27 -26 29 -1 right_child=1 -3 -4 -5 -6 -7 -8 8 -10 -11 13 -13 -14 -15 -16 16 -18 23 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_parent=29 12 1 2 3 4 5 6 14 8 9 13 11 12 13 14 22 16 23 18 20 20 21 22 23 27 25 26 27 28 29 leaf_value=-0.00378769 -0.00486532 0.0445974 -0.0236728 -0.0443245 0.0567287 -0.0415574 -0.0313013 0.0113549 -0.0297143 -0.0146994 0.0333163 -0.0126457 0.0475414 -0.0238559 0.0350341 0.00366294 0.0300973 -0.0479161 -0.0185444 0.0179254 -0.0015262 -0.0237075 -0.0486381 0.00208694 -0.00235271 -0.0469981 0.0310226 0.0209846 -0.0289644 0.0419607 leaf_count=2938 5239 330 3158 360 115 521 361 1948 238 4219 393 649 115 337 583 9013 197 569 995 536 528 143 497 342 1614 729 228 243 1695 173 internal_value=0 -0.0535234 -0.0655979 0.0193329 0.0210842 0.019761 -0.0368731 0.021501 0.0903097 0.0117317 -0.0209843 0.115313 -0.0399317 0.214063 0.137318 0.0177875 0.0374964 -0.0140203 -0.00480754 0.00850078 0.0952538 0.029385 0.033647 -0.306791 -0.0162563 -0.0696018 0.028004 0.00734532 -0.0512413 -0.0243645 internal_count=39006 9933 9603 29073 28713 28598 6445 28077 3418 24659 6084 3180 5354 730 2531 20440 9850 10590 9679 8684 1064 9653 9510 911 7620 5535 2085 1857 4806 3111 Tree=696 num_leaves=31 split_feature=61 33 47 70 39 57 13 14 85 39 78 41 15 69 85 23 25 13 39 52 42 42 39 85 51 61 69 33 39 0 split_gain=5.85129 5.03967 8.59319 6.86315 4.57926 4.53333 3.66849 6.51716 5.9213 5.64378 5.97022 4.53605 3.61809 3.50097 3.46991 3.65353 4.85643 3.51361 6.8324 6.10375 5.21963 4.16215 3.33399 3.47996 4.11319 3.33125 4.4551 4.05985 3.8466 3.23838 threshold=4.5 3.5 1.5 1.5 18.5 0.5 0.5 2.5 4.5 1.5 0.5 2.5 0.5 6.5 12.5 0.5 0.5 3.5 1.5 0.5 1.5 3.5 0.5 1.5 0.5 1.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 -3 4 5 6 7 8 9 10 -1 13 -11 14 15 17 -17 22 19 -19 29 -22 -8 24 25 27 -27 28 -24 -20 right_child=-2 2 -4 -5 -6 -7 11 -9 -10 12 -12 -13 -14 -15 -16 16 -18 18 20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_parent=10 0 2 2 3 4 5 22 7 8 12 10 11 12 13 14 16 16 19 29 19 21 21 28 23 24 26 26 27 28 29 leaf_value=-0.0264828 -0.0339448 -0.00873433 0.111711 -0.043146 -0.0478082 -0.0233159 -0.000643705 0.0115293 0.0201747 0.0221797 0.0185818 0.0320836 -0.0163964 -0.0277164 0.0383222 -0.00655262 0.021403 0.00815136 -0.016719 0.06075 0.0585554 -0.0159666 0.0199971 0.00459195 -0.0269565 -0.0428027 0.0288306 -0.00643701 0.0588626 0.0214696 leaf_count=9473 2355 1351 723 1942 261 4561 926 2000 453 604 1209 702 722 354 161 5461 721 615 1829 137 122 103 243 664 115 146 223 117 509 205 internal_value=0 0.0082148 0.465313 0.00313878 0.0104901 0.014927 0.0236557 -0.0383461 -0.103772 -0.146395 -0.215063 0.0529134 0.0595724 0.0405909 0.0489788 0.0408668 -0.0250889 0.085202 0.0164815 0.222417 -0.0725144 0.305927 0.153631 0.209266 0.285949 0.325112 0.0792974 0.401844 0.466541 -0.1255 internal_count=39006 36651 2074 34577 32635 32374 27814 14461 12461 12008 10682 13353 1326 12651 12297 12136 6182 5954 3011 752 2259 225 2943 2017 1353 1238 369 869 752 2034 Tree=697 num_leaves=25 split_feature=33 75 13 39 20 74 38 17 15 66 39 71 14 33 23 23 53 85 33 23 47 63 17 13 split_gain=10.7335 3.79252 3.10297 2.98687 2.80999 2.8745 2.48022 1.6882 1.62974 1.51499 1.28881 1.27571 1.47967 1.69968 2.27503 1.21327 1.07375 0.831139 0.817864 0.476338 0.456815 0.146139 0.0750219 1.09202e-05 threshold=0.5 0.5 3.5 2.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 3.5 0.5 1.5 0.5 0.5 4.5 0.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=10 2 3 4 5 6 7 11 -5 -9 16 12 13 14 -2 -14 17 19 -3 -1 -15 -21 23 -12 right_child=1 18 -4 8 -6 -7 -8 9 -10 -11 22 -13 15 20 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 leaf_parent=19 14 18 2 8 4 5 6 9 8 9 23 11 15 20 14 15 16 17 18 21 20 21 22 23 leaf_value=-0.000366628 0.0212949 -0.0485732 -0.0436572 0.0690861 -0.0405796 -0.0296761 -0.0269271 0.0219558 0.0176219 -0.0258773 -0.0502036 -0.00291399 0.028356 0.0519588 -0.035674 0.0715141 -0.0502371 -0.0387583 -0.0139435 -0.0310863 0.0258866 -0.0145665 -0.040578 -0.0500962 leaf_count=1638 279 2061 926 225 721 1147 513 444 552 649 4595 492 247 395 515 217 6554 3221 168 2285 389 1392 3460 5921 internal_value=0 0.0111753 0.0565996 0.0861998 0.040348 0.0761907 0.123576 0.167322 0.411054 -0.0548407 -0.354514 0.225839 0.274516 0.187344 0.0320054 0.471184 -0.26986 -0.205858 -0.336186 -0.125025 0.370311 -0.225252 -0.480853 -0.501522 internal_count=39006 9940 7711 6785 6008 5287 4140 3627 777 1093 29066 2534 2042 1578 794 464 15090 8536 2229 5315 784 3677 13976 10516 Tree=698 num_leaves=31 split_feature=71 87 63 21 56 13 8 90 10 33 25 75 8 92 38 86 61 89 65 23 38 37 39 14 45 49 86 10 73 65 split_gain=6.06258 5.71442 6.73379 5.73524 4.90479 4.44811 4.3881 4.18934 4.14183 3.64668 3.48867 3.41366 3.52 3.40983 4.26244 3.43346 3.53582 4.69368 4.51565 4.26689 3.2812 4.80533 4.60859 3.42945 3.24712 3.06657 3.05505 3.41594 2.94837 2.78827 threshold=3.5 2.5 3.5 0.5 3.5 3.5 1.5 3.5 0.5 2.5 1.5 0.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 6.5 0.5 0.5 2.5 0.5 0.5 0.5 1.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 -3 4 5 9 7 8 13 20 -8 12 -4 14 15 16 17 -5 -19 -18 21 22 23 28 -10 -16 27 -24 -1 -15 right_child=-2 2 11 6 -6 -7 10 -9 24 -11 -12 -13 -14 29 25 -17 19 18 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 0 2 12 17 4 5 10 7 24 9 10 11 12 29 25 15 19 18 18 19 20 21 27 23 24 25 26 27 28 29 leaf_value=0.00589875 -0.0409748 -0.0424216 0.0207286 0.0230973 0.0378549 -0.0369666 -0.0262046 0.0594311 0.0131368 -0.0367029 0.0265484 0.0508186 -0.0441549 0.04041 -0.0353863 0.0397487 -0.031246 0.0181459 -0.0730202 0.00319602 0.0375039 -0.0157946 -0.0230023 -0.0416076 0.0376311 0.00892404 0.0196545 0.0245405 0.0483332 -0.0029548 leaf_count=7310 2423 3158 214 1289 258 3419 801 147 2047 1898 160 117 267 363 539 173 966 168 137 1450 144 3231 3467 978 2432 237 435 314 282 182 internal_value=0 0.0160154 -0.207158 0.0285114 -0.0187767 -0.0299515 0.0910146 0.113319 0.101911 -0.0177651 -0.144379 0.0783752 -0.0908849 0.0474188 0.0141005 0.0596003 0.0304454 0.151259 -0.275319 -0.0607707 -0.00769896 -0.0162023 0.0181711 0.0591639 0.203835 -0.209181 -0.123461 -0.177042 0.0708861 0.258024 internal_count=39006 36583 3756 32827 21736 21478 11091 10130 9983 18059 961 598 481 5504 4959 4183 4010 1594 305 2416 16161 16017 12786 8570 4479 776 4216 3781 7592 545 Tree=699 num_leaves=31 split_feature=48 55 15 32 39 2 14 53 6 74 6 69 17 35 81 75 41 31 61 52 47 87 22 92 47 33 23 70 32 4 split_gain=4.15838 4.49644 6.4437 5.35731 5.12326 3.8778 3.64051 3.53393 4.08041 3.28698 3.50155 3.05151 3.01994 2.92272 3.01039 3.36146 2.87306 2.71292 3.70405 3.46632 3.28041 9.7634 3.85541 4.34663 3.41189 3.27553 6.34425 5.46299 2.92054 2.83903 threshold=2.5 2.5 2.5 2.5 5.5 2.5 1.5 4.5 1.5 3.5 3.5 4.5 0.5 4.5 0.5 0.5 0.5 0.5 3.5 2.5 0.5 4.5 0.5 0.5 2.5 1.5 3.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 16 4 5 6 9 -2 -9 10 13 -5 -8 14 17 -16 -3 18 20 28 22 25 23 29 -23 26 -22 -28 -19 -1 right_child=7 2 -4 11 -6 -7 12 8 -10 -11 -12 -13 -14 -15 15 -17 -18 19 -20 -21 21 24 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 7 16 2 11 4 5 12 8 8 9 10 11 12 13 15 15 16 28 18 19 26 24 22 23 24 25 27 27 28 29 leaf_value=0.001564 0.0557439 -0.00393372 0.0698936 -0.0406427 -0.0406018 -0.0499963 -0.0218086 -0.0208347 0.046957 -0.0284791 -0.0372043 0.0178498 0.0117139 -0.0423243 0.00956115 0.0700407 0.0275967 0.0139493 -0.0475318 -0.0436936 -0.0184703 0.0180163 0.0316561 0.0481095 0.080725 -0.0498483 -0.00117307 0.0844376 -0.0049241 -0.0494727 leaf_count=5915 416 318 143 2742 2220 2804 3659 752 138 1529 275 193 727 900 664 261 198 5030 826 379 4696 263 292 277 194 1000 558 177 1266 194 internal_value=0 -0.00445748 0.166199 -0.0193245 -0.00785974 0.000348986 0.0053955 0.260879 0.0658513 0.0217148 0.0295522 -0.305963 -0.141317 0.0360872 0.0409339 0.310638 0.0810313 0.0323422 -0.0063333 0.0880564 0.00429447 -0.0788773 0.0585704 0.0245857 0.378975 -0.15319 -0.114766 0.293557 0.100855 8.02707e-05 internal_count=39006 37700 659 37041 34106 31886 29082 1306 890 24696 23167 2935 4386 22892 21992 925 516 21067 14392 6675 13566 6888 6678 6386 457 6431 5431 735 6296 6109 Tree=700 num_leaves=31 split_feature=87 34 42 78 68 14 13 88 33 7 77 31 74 75 57 39 40 92 43 32 46 31 47 51 72 82 70 89 66 72 split_gain=6.32606 5.89998 6.18856 5.3168 5.48858 4.90302 4.65402 4.25266 3.89254 3.93499 3.70561 4.05785 4.12666 4.38901 3.90177 3.57132 4.58431 3.58898 3.2152 2.93444 3.42216 3.10733 2.89957 2.882 3.12776 2.85106 2.81964 2.91774 3.027 4.99592 threshold=4.5 21.5 1.5 4.5 16.5 4.5 4.5 1.5 5.5 5.5 27.5 3.5 6.5 10.5 20.5 1.5 0.5 0.5 1.5 2.5 3.5 2.5 1.5 2.5 8.5 4.5 6.5 5.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 14 13 22 15 17 18 23 -17 20 21 -9 -13 24 26 -19 27 28 29 -1 right_child=-2 -3 -4 -5 -6 -7 -8 19 -10 -11 -12 12 -14 -15 -16 16 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 6 21 8 9 10 22 12 13 14 18 16 25 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00315057 -0.0462985 0.0561305 -0.0254758 -0.046178 0.0520126 -0.0428722 -0.0360039 0.0159819 -0.0541594 -0.0339539 0.0482633 -0.00809668 0.0357056 0.0289539 0.0600728 -0.0297997 0.0190542 -0.00730105 0.0246612 0.0693345 0.0508204 -0.0227626 -0.0343899 -0.0441508 0.0539745 -0.0590363 0.0432952 0.0358456 0.0110235 0.0220702 leaf_count=8069 1986 170 2336 589 573 2082 3796 1876 1641 736 101 1312 115 120 118 3134 600 934 216 131 114 316 1307 279 244 103 110 366 4599 933 internal_value=0 0.00991104 0.00469543 0.0164319 0.02215 0.0164136 0.0222123 0.0287055 0.0135297 0.0177125 0.0243325 0.0193829 -0.112068 -0.154968 0.038484 0.0335661 -0.121243 0.0500577 -0.230423 0.180692 0.146495 0.0862022 -0.207527 0.0639866 0.0688047 -0.153763 0.0631385 0.0565555 0.0480624 0.00407354 internal_count=39006 37020 36850 34514 33925 33352 31270 27474 25037 23396 22660 22559 2854 2739 19705 19587 3950 15637 3350 2437 2306 2192 2619 14600 14321 1037 14077 13967 13601 9002 Tree=701 num_leaves=31 split_feature=58 87 14 39 8 49 40 6 82 86 90 31 63 13 53 70 31 33 50 85 45 0 28 17 85 74 74 86 74 71 split_gain=6.13057 7.22564 6.21255 4.5011 4.54534 3.74122 3.15247 4.30151 3.36078 3.09637 2.97727 2.96194 3.69532 2.81348 4.02091 3.02578 3.00919 2.95145 2.82812 2.8231 2.65227 2.87092 2.87556 4.02577 2.53857 2.4871 2.50129 3.60967 3.3863 2.83848 threshold=5.5 2.5 3.5 5.5 5.5 0.5 0.5 0.5 2.5 4.5 0.5 0.5 0.5 2.5 0.5 2.5 0.5 4.5 0.5 3.5 0.5 0.5 2.5 0.5 1.5 10.5 2.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 13 20 -7 -10 12 -2 15 -15 17 -17 18 19 25 21 -8 23 -23 -9 26 28 -28 29 -1 right_child=11 -3 -4 -5 -6 9 8 24 10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 12 1 2 3 4 9 21 24 10 9 10 11 12 14 14 16 16 17 18 19 20 23 22 23 24 25 27 27 28 29 leaf_value=0.0109502 0.0314732 -0.0373386 -0.0441029 -0.037529 -0.0457624 -0.0163637 0.00607256 -0.0349137 0.0822267 0.0384432 0.00888227 0.0451453 -0.0238208 -0.0437976 0.0206915 -0.053786 0.0129563 -0.0387153 -0.0313778 -0.027945 -0.0135595 0.0318304 0.0552501 -0.0124378 0.0185825 -0.0396213 0.0140226 0.0692424 -0.0100961 -0.0293648 leaf_count=9237 214 3914 2685 2036 1816 3515 2460 1245 178 168 111 218 100 2611 511 227 120 1645 542 459 618 497 167 263 168 352 602 115 1715 497 internal_value=0 -0.00920785 0.00255168 0.0111206 0.0183852 0.0244523 0.0406808 0.00737799 0.108256 -0.123889 0.486972 0.255555 0.0916315 0.0250385 -0.222912 0.0379535 -0.281862 0.0492828 0.0576677 0.0672893 0.0890668 0.115889 0.248247 0.166539 -0.252185 0.0778448 0.0848536 0.271857 0.0667207 0.0967527 internal_count=39006 38474 34560 31875 29839 28023 24340 20046 4294 3683 289 532 314 18633 3122 15511 347 15164 13519 12977 4005 3387 927 760 1413 12518 12166 717 11449 9734 Tree=702 num_leaves=31 split_feature=13 4 42 83 14 67 70 31 85 69 39 53 86 89 84 46 65 54 58 56 10 66 27 73 65 23 65 66 88 66 split_gain=6.53404 4.79147 4.98236 3.99266 3.29454 3.18992 3.174 3.52331 2.96432 2.92219 4.23558 3.47509 3.79246 3.55115 2.80393 2.79369 2.76026 2.64325 3.03197 2.63517 2.56733 2.28336 3.68709 3.03418 2.54871 2.2661 2.26567 3.31496 3.21727 2.16982 threshold=5.5 0.5 0.5 0.5 3.5 6.5 0.5 1.5 7.5 1.5 0.5 3.5 3.5 1.5 1.5 1.5 2.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 2.5 0.5 0.5 1.5 0.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 6 5 8 7 25 9 10 21 12 13 14 15 26 -13 18 20 -19 -12 22 23 24 -1 -3 28 -28 -11 -4 right_child=-2 3 29 -5 -6 -7 -8 -9 -10 11 17 16 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=24 0 25 29 3 4 5 6 7 8 28 20 16 12 13 14 15 16 19 18 19 20 21 22 23 24 25 27 27 28 29 leaf_value=0.000331734 -0.0467405 -0.029985 -0.0350851 0.0496815 -0.037159 -0.0511798 -0.0183482 0.05975 -0.0447879 0.0345803 -0.0302852 -0.0322732 -0.0352683 -0.0252306 -0.00840574 -0.0113685 0.0200916 0.0155455 0.0102782 -0.0397762 0.00910188 0.00744164 -0.0471973 -0.0368703 0.0485391 0.0231847 0.0786535 0.0315207 -0.0276855 0.00870544 leaf_count=4296 4048 338 4763 231 2087 374 455 223 488 626 5017 722 163 455 259 112 288 817 588 276 1075 7051 1579 836 119 539 233 322 186 441 internal_value=0 0.0139397 -0.00233264 0.209588 0.0114671 0.0179858 0.0893014 0.232152 0.022627 0.027526 0.00576411 0.133027 0.195413 0.234954 0.279607 0.331175 -0.122902 -0.115554 -0.181453 0.0618388 -0.246154 0.0388526 -0.0385925 -0.00598278 0.0284926 0.0517541 0.379133 0.512489 0.2354 -0.26218 internal_count=39006 34958 33172 1786 27968 25881 1555 1100 25507 25019 21653 3366 2356 2193 1738 1479 1010 7773 6680 1093 6092 13880 6829 5250 4415 877 1367 555 812 5204 Tree=703 num_leaves=31 split_feature=74 59 90 0 76 55 18 69 45 11 12 15 46 65 22 73 88 64 87 42 28 47 85 54 3 9 69 71 15 13 split_gain=4.37541 4.18903 4.34308 3.90222 5.8562 3.53206 3.69844 3.95555 3.42533 3.12873 4.541 7.40123 4.66627 4.37506 4.12124 3.91172 3.72463 3.38237 4.54396 2.83318 3.73682 4.15717 3.86911 3.27243 2.77287 3.01557 3.04665 5.11975 4.29612 7.18933 threshold=3.5 2.5 2.5 1.5 3.5 2.5 1.5 8.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 2.5 1.5 0.5 0.5 3.5 1.5 5.5 0.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 8 6 7 9 19 10 12 -12 13 17 15 -13 -15 24 -19 20 21 -5 -23 -22 25 26 27 28 -1 -30 right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 11 14 -14 16 -16 -17 -18 18 -20 -21 23 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=28 0 1 2 21 4 5 6 7 8 9 11 15 12 16 14 15 16 18 18 19 23 22 22 23 24 25 26 27 29 29 leaf_value=0.000725415 -0.0406021 -0.0327709 -0.056878 -0.0234782 0.0506513 -0.0183868 -0.0244583 0.0266948 -0.055898 0.0094054 -0.0341519 -0.00432722 -0.0170035 -0.0140258 -0.0547244 0.0280292 0.0236119 0.000699345 0.0213945 0.00815079 -0.00105004 0.0281641 -0.0145026 -0.0576933 -0.00943396 0.0426454 -0.00519315 0.0252423 0.0033786 0.0238692 leaf_count=10483 1654 3422 602 725 217 611 1077 241 233 2823 963 1586 1451 1404 184 544 214 1197 689 248 198 259 220 279 2166 129 1556 384 2547 700 internal_value=0 0.00360173 0.00545864 0.00657562 -0.100467 0.01197 0.0147733 0.0170215 -0.130224 0.0145046 0.00818719 -0.0964009 0.015715 0.020384 -0.0184311 0.00809477 -0.100963 0.0272534 0.11261 -0.104376 -0.156663 -0.0902926 0.0700897 -0.404141 0.019276 0.0246485 0.0229182 0.0323425 0.0262781 0.0867702 internal_count=39006 37352 33930 33328 2379 30949 30338 29261 2162 29020 26197 3277 22920 21469 2314 2130 1618 19851 1886 1929 1681 1204 479 477 17965 15799 15670 14114 13730 3247 Tree=704 num_leaves=31 split_feature=56 25 42 61 77 74 33 92 88 47 47 14 28 71 44 0 76 53 66 74 37 28 64 47 70 14 39 66 10 23 split_gain=3.63013 3.52239 3.53718 3.35204 3.07179 2.81702 2.78234 2.63586 3.09636 2.84369 2.77242 6.44523 4.72988 4.19827 6.18888 5.50587 3.8457 3.50121 3.44661 3.25199 3.14749 3.36812 3.49653 2.9407 6.78316 4.91419 5.45578 3.14173 2.7488 2.60994 threshold=1.5 1.5 1.5 10.5 1.5 5.5 11.5 0.5 6.5 12.5 4.5 10.5 0.5 0.5 0.5 1.5 0.5 2.5 6.5 2.5 4.5 0.5 0.5 5.5 0.5 0.5 3.5 5.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 -3 4 5 6 7 8 9 10 13 12 23 15 18 16 19 -16 28 20 21 22 -1 29 25 27 -27 -25 -15 -12 right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 14 17 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=22 0 2 2 3 4 5 6 7 8 9 29 11 12 28 17 15 16 17 18 19 20 21 22 27 24 26 26 27 28 29 leaf_value=0.00186391 -0.0342213 -0.0330733 0.020265 -0.0496973 -0.0236579 -0.0457405 -0.0461527 -0.0118588 0.0392752 -0.0341968 0.0306867 -0.054888 0.0413352 0.00434788 0.048101 -0.0246189 -0.0258435 -0.00652254 -0.0191839 -0.0408813 0.0530246 -0.01984 -0.0118219 -0.0288599 0.0227258 -0.0214331 0.0290152 0.0263165 0.0411592 0.00750372 leaf_count=13014 2572 3199 195 483 1277 1034 878 1412 143 173 306 140 288 6096 280 1031 555 132 492 350 158 1049 1243 599 354 180 187 152 440 594 internal_value=0 0.00833592 -0.211822 0.011104 0.0122598 0.0144274 0.0154848 0.0165202 0.0199909 0.0184752 0.0199207 0.086462 0.104529 0.0122566 0.050846 -0.0100604 -0.0025111 0.352886 0.0393748 0.00250955 0.00520295 0.00314735 0.0089001 0.076476 0.0137561 -0.0922241 0.0835672 -0.231762 0.048037 0.170157 internal_count=39006 36434 3394 33040 32557 31280 30246 29368 27956 27813 27640 2800 2660 24840 7440 17400 16369 412 7028 15814 15464 15306 14257 2372 1472 1118 367 751 6536 900 Tree=705 num_leaves=31 split_feature=16 46 53 25 76 31 41 9 24 13 66 27 27 13 55 85 14 39 14 47 39 86 86 71 13 74 7 39 53 47 split_gain=4.70643 4.47427 3.89169 3.78022 4.30716 4.00671 3.75635 3.43479 3.11804 3.45792 3.93768 3.1336 3.09575 3.01901 7.82746 3.8405 3.54102 2.94322 2.83877 3.87008 3.67824 3.40468 2.83394 4.75589 2.74667 2.7101 2.65134 2.52655 3.62313 4.12825 threshold=1.5 1.5 3.5 0.5 0.5 1.5 2.5 1.5 1.5 4.5 2.5 0.5 0.5 1.5 0.5 0.5 1.5 15.5 3.5 0.5 7.5 0.5 0.5 2.5 0.5 0.5 1.5 7.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 12 9 10 11 13 -5 25 15 16 -15 22 20 21 -4 -20 -10 27 -8 26 -1 28 29 -24 right_child=-2 -3 18 7 -6 -7 24 -9 17 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 0 1 20 12 4 5 24 7 22 9 10 11 12 16 14 15 16 17 21 19 20 21 29 23 24 25 26 27 28 29 leaf_value=-0.000861109 -0.0376598 -0.0515493 -0.0394148 0.0121757 -0.0318919 -0.0241614 -0.00613611 0.055543 0.00373726 -0.0248445 -0.0303119 0.0541212 -0.0267878 0.0535443 0.0703033 -0.00915032 -0.015438 -0.0367473 -0.0323295 0.036471 0.000291335 0.027378 0.0510166 0.0766741 0.044791 -0.0334668 -0.0476011 0.0554902 -0.0289575 -0.00993616 leaf_count=5124 2568 1346 5266 2933 1061 4463 224 150 6355 835 2742 293 652 234 121 707 125 276 340 234 362 107 152 109 174 1041 367 114 246 285 internal_value=0 0.00328236 0.00722932 0.019487 0.00034073 0.00839084 0.018195 0.118152 0.00939361 -0.0417385 -0.0167316 0.00630849 0.093999 -0.00429796 0.124685 0.0251139 0.309112 0.0494184 -0.139171 0.0189016 -0.246357 -0.146401 0.0576794 0.224215 0.289521 -0.0475158 -0.0242506 0.127965 0.0514609 0.213413 internal_count=39006 36438 35092 28783 25048 23987 19524 3735 19126 11589 10754 8012 3585 7719 1187 1066 359 7537 6309 681 5628 447 7261 906 398 6532 5491 797 683 437 Tree=706 num_leaves=27 split_feature=33 33 74 10 0 25 75 23 38 7 85 13 32 61 69 13 13 15 39 61 33 14 66 33 24 87 split_gain=11.7349 3.68195 3.12657 2.54387 2.37291 2.29052 2.14304 2.08008 1.79333 0.908174 2.85168 2.60337 1.78357 0.873037 0.683347 0.66956 0.692454 0.637163 0.609821 0.496632 0.364337 0.0880372 0.676458 0.0342726 1.42894e-05 2.40155e-07 threshold=0.5 7.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 2.5 0.5 2.5 12.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=14 2 3 4 5 6 8 17 9 11 12 13 -11 20 15 16 19 23 -9 21 -2 22 -1 -3 -16 -26 right_child=1 7 -4 -5 -6 -7 -8 18 -10 10 -12 -13 -14 -15 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 leaf_parent=22 20 23 2 3 4 5 6 18 8 12 10 11 12 13 24 15 16 17 18 19 20 21 22 23 25 25 leaf_value=-0.0193383 0.00821086 0.0448535 -0.0439947 -0.0424267 -0.0370938 -0.0310582 -0.0313123 -0.0172204 -0.0244747 -0.0143159 0.0753877 -0.0205677 0.0360406 0.0509305 -0.0502696 -0.050127 -0.00550771 0.021575 0.0166031 -0.050355 0.0310781 -0.0211327 -0.0503459 0.052798 -0.050138 -0.0501162 leaf_count=3651 264 359 2255 1843 763 638 487 202 359 252 241 724 255 251 3630 5438 2443 224 145 3249 120 2043 2256 505 3235 3174 internal_value=0 0.0133635 -0.057558 -0.0116219 0.0271732 0.0682087 0.114131 0.234111 0.156841 0.198667 0.314682 0.117712 0.151305 0.259059 -0.374861 -0.328598 -0.283139 0.381538 -0.0126124 -0.328106 0.171031 -0.277917 -0.308063 0.488902 -0.501767 -0.501272 internal_count=39006 9887 8452 6197 4354 3591 2953 1435 2466 2107 748 1359 507 635 29119 19080 13642 1088 347 11199 384 7950 5907 864 10039 6409 Tree=707 num_leaves=31 split_feature=71 13 88 10 77 59 21 4 46 25 66 74 87 92 73 74 74 70 10 16 26 64 56 67 66 54 15 41 85 66 split_gain=6.08843 5.24751 5.04672 5.12657 4.67723 4.43558 4.41911 3.85591 3.90379 5.24688 4.46088 12.0692 5.77073 5.66441 4.52892 6.11479 4.34528 4.10115 3.83915 3.83283 3.63006 3.60431 4.48992 3.53821 3.97167 3.51474 3.81377 3.07433 3.06464 3.76777 threshold=1.5 6.5 9.5 6.5 5.5 7.5 1.5 1.5 1.5 3.5 2.5 11.5 1.5 0.5 1.5 0.5 1.5 2.5 1.5 0.5 0.5 0.5 1.5 1.5 1.5 0.5 4.5 0.5 3.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 19 7 8 9 10 11 12 13 16 17 -16 18 28 21 -2 -20 22 -1 24 -10 26 -8 -23 29 -12 right_child=5 -3 -4 -5 -6 -7 25 -9 23 -11 14 -13 -14 -15 15 -17 -18 -19 20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=22 19 1 2 3 4 5 26 7 24 9 29 11 12 13 15 15 16 17 20 19 20 27 22 23 24 25 26 27 28 29 leaf_value=-0.0213338 -0.0346829 -0.0443343 -0.0654871 0.0317869 -0.0540574 0.0337983 0.00905711 -0.0472692 0.0661327 0.0291349 0.00780739 0.0992901 -0.0398407 0.0269148 0.0574667 -0.0175449 0.0202439 -0.0412762 -0.00377461 -0.000723133 0.0539205 -0.0173222 0.013582 -0.00667718 0.0117809 0.0218668 -0.0292277 0.035292 0.0282332 -0.0111622 leaf_count=7534 4276 2872 118 3331 354 142 1815 179 174 723 4650 165 2515 427 440 298 579 262 412 785 331 494 312 325 226 1645 378 236 512 2496 internal_value=0 0.0278438 0.0336863 0.0375791 0.0278099 -0.174421 0.0323584 0.00591288 0.0116767 -0.0016533 -0.0154339 -0.0722274 -0.0895506 -0.0605215 0.0478539 0.335569 -0.0897259 0.0210371 -0.117244 -0.228047 0.143808 -0.147018 -0.177343 0.223716 0.372816 0.125461 0.030485 0.121059 0.0386444 0.0142719 internal_count=39006 33803 30931 30813 27482 5203 27128 23290 23111 22386 21663 13005 12840 10325 8658 738 9898 7920 9319 5061 743 8576 7846 725 400 3838 2193 730 7658 7146 Tree=708 num_leaves=31 split_feature=61 37 37 24 14 44 74 71 62 31 26 0 47 66 25 6 84 54 16 39 56 24 85 42 38 51 23 84 39 10 split_gain=4.55332 4.2515 4.04839 5.3944 4.2609 5.02586 3.94309 3.3051 3.30432 3.57922 3.22256 3.91647 4.50859 3.30419 3.56594 3.09724 3.06834 3.144 3.71545 3.32538 3.02363 2.62181 2.65312 2.58777 2.60299 2.49548 2.78204 2.42204 2.35489 2.52118 threshold=2.5 1.5 0.5 6.5 0.5 0.5 1.5 2.5 0.5 1.5 0.5 1.5 2.5 0.5 0.5 5.5 15.5 0.5 2.5 1.5 0.5 2.5 0.5 5.5 0.5 0.5 2.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 4 5 6 8 -6 10 -10 11 13 -13 14 23 16 17 18 25 -19 21 22 -15 24 -1 -4 -27 -24 29 -7 right_child=1 -3 15 -5 7 28 -8 -9 9 -11 -12 12 -14 20 -16 -17 -18 19 -20 -21 -22 -23 27 -25 -26 26 -28 -29 -30 -31 leaf_parent=24 1 1 25 3 7 29 6 7 9 9 10 12 12 22 14 15 16 19 18 19 20 21 27 23 24 26 26 27 28 29 leaf_value=0.00180056 -0.0318916 0.00343217 0.0106039 -0.053521 -0.00881727 0.0138082 -0.0300087 -0.0492923 0.00879791 0.0744919 -0.0311931 0.00581701 0.0917965 -0.0200367 0.0361735 -0.0419583 -0.0440819 -0.00877637 0.0524462 0.0233939 0.0180914 -0.038329 -0.00663473 -0.0413062 0.0324707 0.0635637 0.00286614 0.0268964 -0.0150384 0.049768 leaf_count=3972 4304 1170 4289 1324 5441 379 1667 1243 667 196 2236 300 223 2469 820 167 115 1793 206 452 1019 1126 1601 101 180 493 295 275 172 311 internal_value=0 -0.169665 0.018289 -0.0162667 -0.0069912 0.0253221 -0.000716811 -0.126756 0.0162506 0.305709 0.00071152 0.0154956 0.400124 0.00020022 0.0627575 0.0882721 0.0992931 0.109782 0.161816 -0.0039451 -0.0822954 -0.123898 -0.0815074 0.0300028 0.0477997 0.133709 0.400307 0.027406 0.247927 0.313037 internal_count=39006 5474 33532 25722 24398 17714 16852 6684 15185 863 14322 12086 523 11563 5073 7810 7643 7528 5283 2245 6490 5471 4345 4253 4152 5077 788 1876 862 690 Tree=709 num_leaves=31 split_feature=87 88 18 39 84 68 77 47 67 12 23 3 71 76 59 57 31 32 9 67 67 36 36 87 38 31 67 58 20 34 split_gain=6.58336 5.46649 5.34223 5.1551 4.35746 3.98591 3.79889 4.6541 4.74853 4.07079 4.56282 3.89671 4.01026 3.93245 3.65046 3.59872 5.2323 3.32 3.20828 3.26729 3.74507 3.16558 3.1606 4.0964 4.16952 4.91901 4.3572 3.63793 3.68433 3.44685 threshold=4.5 10.5 14.5 3.5 4.5 21.5 23.5 2.5 11.5 9.5 14.5 9.5 3.5 0.5 9.5 6.5 3.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 22 16 17 18 19 20 -9 -12 23 24 26 -26 29 28 -24 -1 right_child=-2 -3 -4 -5 -6 -7 -8 15 -10 -11 21 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 27 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 6 20 8 9 21 11 12 13 14 15 16 17 18 19 20 21 28 23 25 25 26 27 28 29 leaf_value=-0.000218725 -0.0483384 0.0609652 0.0538636 -0.0276883 -0.0393021 0.0521521 0.0408187 -0.00110501 0.0518758 0.0437101 -0.0536416 0.0467368 -0.048175 -0.02449 -0.0380455 0.0343329 -0.0343502 -0.0244768 0.0346142 0.0345005 -0.0479261 0.00258024 0.0195513 -0.0138378 0.00568725 -0.0315566 0.0177665 -0.014549 -0.0313349 0.0433083 leaf_count=9259 1981 116 398 4627 766 331 140 2069 183 234 163 560 1322 931 1314 141 1214 2148 251 122 262 108 2443 4028 771 603 1590 428 267 236 internal_value=0 0.00518341 0.000737295 -0.00418141 0.00526638 0.0109237 0.00682969 0.00182598 0.024311 0.0181275 0.0117933 0.0210695 0.0151267 0.0206933 0.0310195 -0.108961 -0.134203 -0.0504689 0.0296612 -0.0374836 -0.106067 -0.313726 0.0374474 0.0108787 0.0372043 -0.11967 0.0671952 0.124985 0.167492 0.0141801 internal_count=39006 37025 36909 36511 31884 31118 30787 30647 24440 24257 24023 23752 23192 21870 20939 6207 6066 4852 2704 2453 2331 271 19625 16487 12459 1374 11085 3138 2710 9495 Tree=710 num_leaves=31 split_feature=61 39 71 42 31 40 87 59 34 12 35 58 62 13 84 15 59 15 35 67 25 38 82 7 13 9 46 47 14 66 split_gain=5.76013 6.36814 5.01647 4.57427 4.39911 3.39439 3.11631 2.92741 3.07513 2.69936 5.31968 4.51586 5.40808 5.34061 5.2404 3.72147 4.23257 3.69869 4.89822 3.55454 5.31375 3.52898 3.43236 4.23522 2.6118 2.72205 3.15303 2.50578 2.50361 2.41104 threshold=17.5 4.5 4.5 1.5 5.5 7.5 4.5 8.5 2.5 0.5 10.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 1.5 3.5 0.5 2.5 2.5 0.5 6.5 0.5 7.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 13 15 14 19 -13 -17 18 -11 21 -21 22 28 -24 25 26 -19 -6 29 -1 right_child=-2 -3 -4 -5 27 -7 -8 -9 -10 17 -12 12 -14 -15 -16 16 -18 24 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 27 5 6 7 8 18 10 15 12 13 14 16 16 26 18 20 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.00239889 0.0590178 -0.0333665 -0.0467581 -0.0381993 -0.0374513 0.0449381 -0.0428666 -0.0387949 -0.0355428 0.0416876 0.0414906 0.00612327 -0.0281613 -0.0389572 -0.0255558 0.0202848 0.0699943 0.00714837 0.00670453 0.00403521 0.0559599 -0.0432401 -0.011792 0.0698158 0.0335706 -0.0414111 -0.0286313 0.0181339 -0.0203788 0.0180349 leaf_count=7921 114 3966 1597 2159 2198 106 1115 1825 1400 1204 211 953 203 3362 1998 497 212 1964 523 765 205 524 232 184 219 106 418 284 2094 447 internal_value=0 -0.00412426 0.0068997 0.0131328 0.0200476 0.029374 0.0243025 0.0286719 0.0331775 0.0383066 0.011567 -0.000588068 0.120032 -0.0361314 -0.0175589 0.176196 0.330101 0.104602 0.224715 0.0109268 0.18896 -0.0179945 -0.00365504 0.35121 0.0342412 0.00284894 0.0289671 -0.266619 -0.0205055 0.00442178 internal_count=39006 38892 34926 33329 31170 28688 28582 27467 25642 24242 19808 19597 1865 17732 14370 1662 709 4434 1727 12372 970 11402 10878 416 2707 2488 2382 2482 10462 8368 Tree=711 num_leaves=31 split_feature=13 63 14 9 77 83 35 52 78 18 91 91 23 36 47 72 39 36 56 12 66 67 23 19 77 68 23 90 36 29 split_gain=5.31919 4.57994 4.16995 3.85655 3.11831 3.70218 3.89971 4.66055 4.02748 3.9328 3.74337 3.48381 3.44176 3.42921 3.4053 3.20238 3.19712 3.09536 3.73304 7.08315 5.15016 3.75222 4.79946 3.13656 2.98449 4.20532 3.00853 2.79897 3.47837 2.79184 threshold=2.5 7.5 5.5 4.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 2.5 3.5 0.5 0.5 0.5 12.5 1.5 1.5 0.5 1.5 1.5 12.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 12 16 27 14 -9 -13 24 -16 17 18 20 21 -1 22 -20 29 25 -6 -26 28 -8 -19 right_child=-2 -3 -4 -5 11 -7 10 8 -10 -11 -12 13 -14 -15 15 -17 -18 23 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_parent=20 0 1 2 3 25 5 28 12 8 9 10 13 12 13 15 15 16 29 22 19 20 21 22 23 26 25 26 27 28 29 leaf_value=-0.0141398 -0.0254992 -0.0461933 -0.0480686 -0.0393805 0.0400069 0.0275535 0.00600905 0.0708863 -0.0102943 -0.0414485 -0.0156562 0.0106205 0.0174506 0.0699418 -0.0183961 0.0399016 -0.0506399 0.0268163 0.0486651 -0.0458525 0.0451197 0.0774245 -0.0113794 -0.0151163 -0.00394814 -0.0283719 0.0374559 0.0354735 0.0587332 -0.0273158 leaf_count=11411 8143 1815 1872 347 880 618 1784 234 381 1716 716 358 365 212 538 151 1184 1423 648 572 115 184 1027 479 645 288 150 333 107 310 internal_value=0 0.0206121 0.0271645 0.0329101 0.0393057 0.0148635 0.00194146 -0.0383703 0.172883 -0.068631 0.094322 0.130941 0.332731 0.40924 0.0882404 -0.0946964 -0.0507992 -0.0392276 -0.0764397 0.116164 -0.117883 0.264996 0.15298 0.101422 0.161478 0.309157 0.0501333 0.141223 0.0923128 0.20178 internal_count=39006 30863 29048 27176 26829 23607 22989 20049 980 19069 2940 3222 599 570 2652 689 17353 16169 13957 2431 11526 1859 1675 2212 1963 1168 795 2224 1891 1733 Tree=712 num_leaves=31 split_feature=35 59 38 33 10 24 14 36 13 42 14 13 62 14 85 55 85 52 20 58 87 76 38 26 39 24 53 84 63 24 split_gain=4.07841 3.69776 3.50309 3.49454 4.81321 3.9909 4.7596 6.51794 3.80953 3.79315 4.00079 3.18176 4.07667 3.40083 3.66559 3.33602 3.17532 3.66567 3.6135 3.16162 4.56424 3.04618 3.03943 2.91067 5.12553 3.79568 3.30284 2.78646 2.90947 2.78407 threshold=4.5 5.5 4.5 1.5 1.5 0.5 0.5 1.5 3.5 0.5 1.5 2.5 0.5 6.5 1.5 0.5 1.5 0.5 0.5 1.5 1.5 3.5 0.5 0.5 8.5 3.5 7.5 1.5 2.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 8 6 7 16 9 10 22 12 13 15 -15 -8 17 18 27 21 -21 23 29 26 25 -25 -7 28 -1 -5 right_child=-2 -3 -4 4 -6 19 11 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=28 0 1 2 29 4 26 15 7 8 9 10 11 12 14 14 15 16 17 18 20 20 21 22 25 24 25 26 27 28 29 leaf_value=-0.0263643 -0.0447574 -0.0508253 -0.0418894 -0.035062 -0.0569727 0.00128652 -0.00365504 0.0546849 0.0329558 0.0182045 0.0179102 0.0175357 -0.0337154 0.00351281 0.0382143 -0.0402125 -0.00467036 -0.0581382 0.0292885 -0.0341636 0.011482 0.0468662 0.0166456 -0.00952993 -0.0404081 0.023208 0.0256165 0.017807 0.0101599 0.009456 leaf_count=5248 1273 2548 583 2023 376 16043 1557 565 268 440 252 265 255 540 110 226 848 787 1274 850 196 235 201 959 124 156 290 177 197 140 internal_value=0 -0.00115835 -8.62163e-05 0.00114618 0.0944852 -0.00438627 -0.0548569 -0.126995 0.113622 0.06569 -0.0425424 -0.0024168 -0.0269828 -0.00644977 0.0961709 -0.0616495 -0.145259 -0.207742 -0.176653 0.00799119 -0.173554 0.0113857 -0.158215 0.010063 -0.0917885 -0.030025 0.0157538 -0.203069 -0.229576 -0.249515 internal_count=39006 37733 35185 34602 3700 30902 12049 9096 3324 3056 2616 2953 2688 2433 650 1783 8531 7683 6896 18853 1046 17807 2364 17572 1239 1115 16333 5622 5445 2163 Tree=713 num_leaves=31 split_feature=61 75 59 16 54 49 84 38 63 13 76 71 56 67 13 42 41 13 85 82 33 14 7 14 84 24 69 61 42 72 split_gain=3.92304 3.8292 3.24146 2.87663 2.76488 2.88483 3.74271 2.75512 2.5721 2.56448 3.25855 4.21199 2.84373 4.25993 5.33353 2.65764 3.78064 3.8339 2.71503 2.701 2.98194 2.63794 3.07261 2.82699 2.54862 2.39118 2.49183 2.35804 2.33894 2.31559 threshold=10.5 5.5 3.5 3.5 3.5 5.5 1.5 3.5 23.5 9.5 0.5 0.5 0.5 0.5 0.5 13.5 1.5 3.5 15.5 5.5 11.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 -7 8 9 10 12 -12 15 -14 -15 16 18 24 19 20 29 22 27 28 -18 -13 -27 -11 -23 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 21 11 25 13 14 -16 -17 17 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 6 6 7 8 27 11 25 13 14 14 15 24 17 18 19 20 28 22 23 24 26 26 27 28 29 leaf_value=0.00219582 -0.0549254 -0.0533763 -0.0506632 -0.0513319 -0.0443781 -0.0190832 0.0527576 -0.0364609 0.0258252 -0.000156482 -0.0324656 0.0402093 -0.0258665 -0.0338367 0.0471827 0.0234963 -0.0364974 0.0096189 0.0302195 0.0347311 -0.0513812 0.0182301 -0.0190155 0.000516889 -0.00227917 0.0231184 -0.0187717 0.0210789 0.0505949 -0.00398836 leaf_count=20123 528 1359 3001 585 376 122 140 454 112 521 901 133 2032 430 175 139 1554 183 102 241 850 245 191 193 202 114 244 282 108 3366 internal_value=0 0.00859682 0.00982052 0.0109108 0.011866 0.0129243 0.304057 0.0111922 0.0124813 0.0106347 0.00444558 -0.141209 0.00875677 -0.142043 0.157304 0.0124983 0.0100692 -0.148982 0.0149553 0.0129526 0.0112292 0.0842936 0.0256032 0.187377 -0.256832 0.0127024 -0.0629985 0.0768597 0.285459 0.0124471 internal_count=39006 38478 37119 34118 33533 33157 262 32895 32441 32329 30789 1392 29397 2637 605 26760 26621 1939 24682 24580 24339 1540 994 546 1756 491 358 803 353 23489 Tree=714 num_leaves=31 split_feature=46 81 25 70 84 61 57 41 63 87 79 42 24 39 58 3 59 49 86 37 25 69 66 39 85 13 23 65 42 74 split_gain=4.25289 3.98642 3.83257 4.66318 3.99133 5.4477 4.45888 3.69042 3.58223 3.75616 3.75755 3.61967 5.32121 4.54255 3.3972 3.29512 3.25736 4.66143 3.58527 3.92891 3.5301 3.25372 2.95657 3.9899 2.87803 4.49261 3.89104 2.84221 2.81111 2.7908 threshold=1.5 0.5 3.5 1.5 2.5 1.5 0.5 1.5 5.5 0.5 0.5 0.5 8.5 5.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 3.5 1.5 1.5 0.5 9.5 2.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 11 24 12 14 27 -1 -4 17 18 20 -20 -6 22 28 -24 25 26 -11 -13 29 -9 right_child=-2 -3 15 -5 16 -7 -8 21 -10 10 -12 13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=14 0 1 15 3 20 5 6 29 8 26 10 27 12 13 14 15 16 17 19 19 20 21 23 23 24 25 26 27 28 29 leaf_value=-0.00916758 -0.0513614 -0.036143 0.0623055 -0.0386958 -0.00133302 -0.0158749 -0.0321122 0.0102584 -0.039208 0.026439 -0.0312215 0.0228061 0.0558409 -0.0396537 -0.0492249 -0.00375393 0.0493339 -0.0308974 0.0751424 0.0120161 0.0357485 -0.035912 0.0568433 0.000772073 0.00262121 -0.0201895 -0.0344139 -0.0307427 -0.0242132 0.0663043 leaf_count=9239 1492 3214 427 1622 920 6286 2532 540 1560 1106 342 867 126 165 620 903 137 324 145 168 122 110 766 143 4155 211 363 166 104 132 internal_value=0 -0.00397452 0.00113532 -0.00397745 0.00176429 -0.013779 0.00648173 0.0148456 -0.00172453 0.00474149 0.0501012 -0.0545718 -0.0936963 0.0983477 -0.110635 0.349508 0.124671 0.0870024 0.142319 0.408867 0.0702845 0.155201 0.192957 0.37614 0.0632105 0.165096 0.225284 0.172819 0.0895584 0.1745 internal_count=39006 37514 34300 32970 31348 29532 23246 20715 18920 17360 6177 11183 9985 1198 9859 1330 1816 1679 1355 313 1042 1795 1685 909 5835 1680 1469 1033 776 672 Tree=715 num_leaves=25 split_feature=33 33 23 74 25 7 61 85 14 88 47 91 39 53 87 47 33 39 14 66 33 53 23 13 split_gain=10.0034 3.32526 3.32273 2.3379 2.36204 2.15686 2.2962 1.76801 1.33533 1.17993 1.78289 1.07102 1.00764 0.860247 0.76012 0.686156 0.589655 0.438414 0.299656 1.32815 0.25532 0.0721319 0.0666851 1.12213e-05 threshold=3.5 0.5 4.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 5.5 0.5 0.5 2.5 10.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 12 9 4 5 7 8 15 -7 10 16 17 13 14 18 -3 -2 -12 19 -1 -4 23 -18 -14 right_child=2 3 20 -5 -6 6 -8 -9 -10 -11 11 -13 21 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 leaf_parent=19 16 15 20 3 4 8 6 7 8 9 17 11 23 13 14 15 22 17 18 19 20 21 22 23 leaf_value=-0.00572417 0.0245718 -0.0176493 -0.0333797 -0.0517752 -0.0526903 0.0144181 -0.0114488 -0.046022 0.0632513 -0.00391156 0.00624207 -0.0183356 -0.0502039 -0.0502283 -0.0430164 0.00896877 0.0545464 0.033486 -0.000769136 -0.050317 -0.011724 -0.0406805 0.044375 -0.0500881 leaf_count=2598 134 805 299 2143 1524 358 943 1095 172 174 138 128 4192 6548 2390 681 424 130 1371 2219 139 4045 605 5751 internal_value=0 -0.238313 0.124187 -0.119634 -0.0690221 -0.0189097 0.155166 -0.152445 0.366575 0.206964 0.258823 0.0876361 -0.361117 -0.284747 -0.226591 -0.0430418 0.395202 0.204351 -0.157 -0.207192 -0.227178 -0.478784 0.488006 -0.501491 internal_count=39006 36835 2171 7721 5578 4054 1473 2581 530 1733 1559 396 29114 15126 8578 1486 1163 268 6188 4817 438 13988 1029 9943 Tree=716 num_leaves=31 split_feature=42 60 86 13 14 65 75 92 10 25 73 17 33 72 46 70 16 85 78 40 12 39 48 43 65 53 66 16 28 34 split_gain=5.86897 6.08131 5.11436 5.96643 4.59606 3.96926 3.49647 3.26791 3.19466 3.09523 4.35324 3.79351 4.86224 3.68699 4.44511 3.57606 3.46014 4.13015 3.67755 3.23975 3.19549 3.78743 3.93894 3.59347 3.3389 2.97872 2.81898 2.67854 3.90784 3.47668 threshold=4.5 0.5 0.5 2.5 2.5 4.5 6.5 3.5 0.5 1.5 0.5 1.5 1.5 1.5 2.5 0.5 3.5 5.5 6.5 0.5 0.5 0.5 0.5 0.5 2.5 5.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 9 6 7 27 -3 11 15 12 13 14 16 -11 17 18 20 -13 21 24 -23 -22 -1 -12 -16 28 -4 -30 right_child=-2 8 5 -5 -6 -7 -8 -9 -10 10 25 19 -14 -15 26 -17 -18 -19 -20 -21 23 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=24 0 8 28 3 4 5 6 7 8 15 25 19 12 13 26 15 16 17 18 19 23 22 22 23 24 25 26 27 29 29 leaf_value=0.00274225 -0.042711 0.000536709 -0.00332646 -0.0313559 -0.0368319 -0.0219268 -0.0343871 0.05082 0.0321068 0.0260321 -0.0339213 0.0234094 -0.035641 -0.0321285 0.0668952 -0.0098566 -0.0553428 -0.0462539 0.0423593 -0.0122847 -0.0350227 -0.0205305 0.0366116 0.010349 0.0496666 0.0222135 0.00648809 0.0177847 0.0376781 -0.0122686 leaf_count=5367 986 517 3331 6472 2885 393 438 119 3118 1377 249 982 2200 1467 122 226 169 443 156 471 885 3110 185 323 149 189 184 1927 392 174 internal_value=0 0.0144821 -0.00064848 -0.0362571 -0.0194589 0.0758771 0.0984417 0.112719 0.213498 -0.00855003 0.102962 -0.0322523 -0.0562939 -0.0370503 -0.0206548 0.180244 -0.0366827 -0.0273441 -0.0138692 0.131127 -0.0261749 -0.000145705 -0.147951 -0.210937 0.0438519 -0.171438 0.350102 0.0973131 0.0328872 0.238858 internal_count=39006 38020 34385 27611 21139 6774 6381 5943 3635 18254 2041 16213 14760 12560 11093 1603 10787 10618 10175 1453 10019 8811 3295 1208 5516 438 306 5824 3897 566 Tree=717 num_leaves=31 split_feature=61 3 24 14 84 2 81 52 75 74 4 48 63 84 65 72 19 66 39 25 59 32 7 87 71 85 84 69 70 68 split_gain=4.18201 3.59303 3.4241 3.00886 2.77697 3.24458 3.53123 3.42222 3.44476 3.12918 3.13044 3.6655 2.82304 3.38427 4.55078 2.93865 2.8144 3.14397 2.69742 2.77446 3.34025 2.50294 2.41988 3.43746 2.6445 4.41089 3.24616 3.8379 2.8392 2.37466 threshold=2.5 0.5 7.5 6.5 7.5 2.5 0.5 0.5 0.5 4.5 0.5 2.5 10.5 0.5 0.5 1.5 1.5 6.5 2.5 1.5 2.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 4 5 6 9 8 -8 10 11 12 13 14 29 -14 22 -18 19 20 -16 -6 24 -24 26 -26 28 -28 -15 -1 right_child=1 -3 -4 -5 21 -7 7 -9 -10 -11 -12 -13 15 16 18 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_parent=29 1 1 2 3 21 5 8 7 8 9 10 11 15 28 20 15 17 17 18 19 20 21 23 23 25 25 27 27 28 29 leaf_value=-0.00296904 -0.0279731 0.00684197 -0.0413255 -0.0383837 -0.0442618 -0.0344501 0.0207544 -0.0135175 0.0839282 -0.0379328 -0.0202546 0.03966 -0.0353966 0.00192895 0.015778 0.0136618 -0.0184678 0.0270482 -0.0258639 -0.0308724 0.0737692 0.0147056 0.011715 0.0744793 -0.0267817 0.0142298 0.00526632 0.0557335 0.0387417 -0.0484989 leaf_count=14990 4019 1509 1082 1187 239 3082 664 189 261 1271 954 329 521 961 2171 596 437 220 588 620 361 112 199 114 662 633 170 206 202 457 internal_value=0 -0.174004 0.00587691 0.0108096 0.0154673 0.0215656 0.0271629 0.28713 0.447419 0.0184538 0.0236665 0.0329566 0.0259118 0.0350277 0.00141156 -0.194718 0.109715 -0.0625631 0.128452 0.160661 0.190256 -0.266 0.148761 0.396554 0.120129 0.00142423 0.192992 0.373857 0.0982596 -0.0371247 internal_count=39006 5528 33478 32396 31209 30858 27776 1114 925 26662 25391 24437 24108 22991 19187 1117 3804 657 3740 3152 2532 351 3147 313 2834 1295 1539 376 1163 15447 Tree=718 num_leaves=31 split_feature=13 14 30 12 12 18 42 67 39 59 74 68 78 83 64 27 12 35 33 57 26 56 90 68 87 47 53 16 24 7 split_gain=6.08383 5.58078 5.18599 4.79773 6.95327 4.80239 4.88458 4.22998 4.04862 3.59011 3.45435 3.43212 3.42659 3.08012 4.6476 4.44748 3.87947 3.5665 3.8862 4.26203 3.43032 3.15743 3.15392 3.40149 3.27254 3.24442 2.85747 3.80482 4.04308 3.2537 threshold=4.5 4.5 3.5 9.5 12.5 14.5 1.5 13.5 3.5 11.5 19.5 20.5 4.5 0.5 3.5 0.5 1.5 5.5 3.5 5.5 1.5 0.5 2.5 3.5 1.5 2.5 3.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 22 21 -17 23 24 26 -25 -1 28 29 -28 right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 20 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_parent=26 0 1 2 4 4 5 6 7 8 9 10 11 12 13 14 21 16 17 18 19 20 21 22 25 24 25 29 27 28 29 leaf_value=-0.000881431 -0.0366155 -0.0448591 0.0441881 0.0546856 -0.0394266 0.0541802 -0.024462 0.0501952 -0.0305935 -0.0425351 0.0411421 0.0520535 -0.0445476 0.0191514 0.0486605 0.0337346 -0.023186 -0.0335408 -0.046317 0.0350844 -0.0233384 -0.00343549 -0.0378358 0.0375731 -0.0230583 -0.014851 0.000268395 -0.0138706 0.0893759 0.0622106 leaf_count=11659 5085 2316 297 353 152 369 2022 153 2033 1264 296 310 443 636 111 1195 1046 673 1750 423 1833 428 306 351 2046 116 783 259 149 149 internal_value=0 0.0111833 0.0172617 0.0110648 0.334203 0.00342141 -0.00127922 0.00939109 0.0046259 0.0119296 0.0166375 0.011566 0.00760737 0.0120816 0.00182575 -0.00422946 -0.0204633 -0.00764017 0.000424223 0.00678983 0.170968 0.234942 -0.00274614 0.0038968 -0.00792224 0.235609 0.00451458 0.196055 0.352138 0.20183 internal_count=39006 33921 31605 31308 505 30803 30434 28412 28259 26226 24962 24666 24356 23913 23277 23166 19710 18664 17991 16241 3456 1623 15818 15512 15045 467 12999 1340 1081 932 Tree=719 num_leaves=31 split_feature=87 71 61 39 42 7 63 5 23 66 69 13 34 47 25 23 24 70 67 52 91 90 58 82 28 58 86 23 7 32 split_gain=5.77577 5.0834 5.73101 4.804 3.8384 3.24465 5.81208 3.29054 2.91461 5.17959 2.84741 4.04955 3.91827 3.59466 3.86633 3.05463 5.59249 5.20465 4.00437 4.43647 6.55982 2.8956 2.86791 3.57921 2.72174 3.22936 2.75499 2.67031 2.89478 2.79745 threshold=3.5 4.5 16.5 4.5 1.5 5.5 4.5 0.5 2.5 11.5 0.5 3.5 1.5 2.5 0.5 0.5 2.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 2.5 7.5 3.5 3.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 10 -7 -10 11 12 13 15 -15 17 22 18 19 20 -1 24 23 -17 25 26 -12 28 -23 -29 right_child=-2 -3 -4 -5 -6 8 -8 -9 9 -11 21 -13 -14 14 -16 16 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=20 0 1 2 3 4 8 6 7 9 9 26 11 12 14 14 23 16 17 18 19 20 28 22 23 24 25 26 29 28 29 leaf_value=-0.0029246 -0.0404787 -0.0453507 0.0551956 -0.0299219 -0.0367485 0.0351774 -0.0382389 -0.0331494 -0.0140106 0.035071 -0.0154751 -0.0316767 -0.0322182 0.00147352 -0.0428414 0.00374858 -0.0298878 -0.0405738 0.053625 0.0459958 0.0456926 0.0617317 0.0312284 0.0361547 0.0214634 0.017406 0.0233701 -0.0390774 0.00873908 0.021446 leaf_count=3123 2763 1888 140 2977 1714 316 2331 567 274 228 5837 2243 1743 1840 245 6032 436 117 376 433 714 230 482 594 206 201 264 321 188 183 internal_value=0 0.0137665 0.0200562 0.013743 0.0228439 0.0288438 0.0147838 0.0247411 0.17181 0.0597553 0.0311838 0.0619555 0.0731043 0.0837439 -0.0334775 0.117545 0.0702184 0.209202 0.244498 0.183974 0.0983818 -0.0345252 0.102845 0.0707527 -0.0698574 -0.0952827 -0.129994 0.147942 0.310787 -0.0771134 internal_count=39006 36243 34355 34215 31238 29524 28706 26375 818 502 25808 18378 16135 14392 2085 12307 7544 4763 4646 4270 3837 7430 7108 6626 6508 6302 6101 922 418 504 Tree=720 num_leaves=31 split_feature=39 63 71 33 49 6 7 20 90 57 17 63 44 66 52 24 36 59 74 47 66 86 61 41 28 10 74 37 24 48 split_gain=4.72466 4.65305 3.63618 3.05274 3.25504 3.36391 3.38633 3.58442 3.68062 3.62457 5.01263 3.57545 3.10539 3.00109 4.63386 3.894 4.11246 3.637 3.45171 3.1482 4.72101 3.00841 2.88591 2.88965 2.79803 2.42564 2.37285 2.35414 3.47058 2.3239 threshold=5.5 7.5 5.5 3.5 1.5 0.5 1.5 0.5 3.5 0.5 0.5 3.5 0.5 2.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 13.5 0.5 2.5 0.5 3.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 13 -7 14 18 26 -17 -16 21 20 -20 -1 23 -8 25 -12 29 28 -6 -15 right_child=-2 -3 -4 -5 27 12 22 -9 -10 -11 24 -13 -14 15 17 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 0 1 2 3 28 12 23 7 8 9 25 11 12 29 17 16 16 17 20 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.0229993 -0.0425996 -0.0446514 -0.0510542 -0.0311294 0.036915 0.0204295 0.0153619 -0.0294806 -0.0587762 -0.0245274 0.0262976 -0.0509161 -0.0177211 0.0214743 0.0498407 -0.0455071 0.0252576 -0.0170854 -0.0403546 0.0416284 0.0445211 0.0108917 0.0606021 -0.00925702 -0.0324286 -0.00475624 -0.00976405 -0.0329489 -0.0289156 -0.0264152 leaf_count=7719 3037 1962 1424 2153 184 2158 2006 2926 159 2309 2339 690 378 1519 269 1017 165 104 471 481 194 718 129 947 158 1285 372 1270 333 131 internal_value=0 0.027309 0.0338978 0.0384412 0.0444286 0.0553071 0.0328206 -0.000437354 0.0143085 0.0220825 0.0395451 -0.00931532 0.165119 0.00390702 -0.0668885 0.0843385 -0.216106 0.268158 -0.116228 0.120631 -0.0960213 -0.175872 0.122867 0.103282 0.180322 0.209853 0.136869 -0.164334 0.0364609 0.185049 internal_count=39006 35969 34007 32583 30430 28643 26107 23025 20099 19940 17632 13850 2536 13160 9956 3204 1182 373 9583 1146 665 8437 3082 2953 3782 3624 2022 1787 517 1650 Tree=721 num_leaves=31 split_feature=65 12 61 59 90 74 33 85 30 76 22 71 65 12 84 82 63 38 44 47 7 9 85 12 23 0 29 28 47 36 split_gain=4.18286 4.11261 3.72726 3.54717 3.57053 3.38787 2.97021 3.28368 4.62365 3.84736 3.70469 3.81994 4.50337 3.77538 3.69124 3.36589 3.27707 3.25194 3.63949 3.67325 3.21869 3.0187 2.90575 3.49235 2.80645 2.79151 3.24137 2.88325 3.32645 2.77298 threshold=9.5 2.5 9.5 1.5 2.5 3.5 1.5 1.5 1.5 1.5 0.5 4.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 2.5 2.5 0.5 0.5 0.5 8.5 1.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 20 11 12 15 21 -13 17 -17 18 25 -20 -9 -14 23 -16 -8 26 -1 28 -27 -15 right_child=-2 -3 -4 -5 -6 -7 24 9 -10 -11 -12 14 13 29 22 16 -18 -19 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=26 0 1 2 3 4 5 24 20 8 9 10 14 21 29 23 16 16 17 19 19 20 21 22 23 24 28 26 27 28 29 leaf_value=-0.000289284 0.0480112 -0.0254506 -0.0430381 -0.0191413 -0.0572633 -0.0367658 0.011435 0.00332877 -0.0534866 0.0518107 -0.0190707 0.0198508 -0.0167307 0.0191356 0.012108 -0.0448991 0.0104236 0.0128609 -0.00623514 0.0512543 -0.0399789 0.0126565 -0.0196841 -0.0212283 -0.0313952 -0.0280359 -0.0271864 -0.0497786 0.0161963 -0.0335993 leaf_count=10224 115 1590 438 4275 516 1473 3122 6476 460 154 1069 624 2888 762 525 709 160 996 168 149 192 488 159 112 190 180 331 117 143 201 internal_value=0 -0.00287187 -0.000461586 0.000829225 0.00358469 0.00452331 0.0059044 0.000826138 -0.0153639 0.0334738 -0.0132208 -0.00817399 -0.0188723 -0.106148 0.0806131 -0.00449561 -0.266152 -0.000321084 -0.00863684 0.271468 0.0296191 -0.141405 0.00821484 0.061104 0.0949741 -0.013197 -0.00741154 -0.185294 -0.0841104 0.104809 internal_count=39006 38891 37301 36863 32588 32072 30599 27287 20465 6822 20005 18936 17516 4339 1420 13177 869 12308 11312 317 6668 3376 796 637 3312 10995 10555 440 323 963 Tree=722 num_leaves=31 split_feature=38 16 59 54 63 66 67 36 39 24 0 24 73 72 22 69 91 88 89 47 44 0 20 61 32 39 47 0 15 41 split_gain=3.95558 3.2021 2.9187 2.81265 2.92737 5.37468 4.38491 4.20017 3.54266 3.01666 2.83954 3.90049 2.82385 2.80178 3.33573 3.19238 3.75165 4.13256 2.91644 3.42836 5.03489 4.56384 4.47959 4.57594 4.25204 4.82385 4.19757 8.27351 4.18152 3.3929 threshold=4.5 3.5 3.5 3.5 0.5 7.5 1.5 1.5 10.5 5.5 3.5 4.5 4.5 0.5 0.5 2.5 0.5 1.5 0.5 3.5 0.5 0.5 1.5 0.5 2.5 4.5 5.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 13 10 -10 11 12 -6 15 -15 16 17 18 19 21 26 22 24 -24 29 -26 -21 28 -28 -1 right_child=-2 -3 -4 -5 8 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_parent=29 0 1 2 3 12 5 6 7 9 9 10 11 12 14 14 15 16 17 18 26 20 21 23 23 25 25 28 27 28 29 leaf_value=-0.000730047 -0.0494775 -0.0511506 -0.0506677 -0.0440829 0.00241032 -0.0408155 -0.031703 0.0175823 0.0336212 -0.00487937 -0.0322949 0.0170918 -0.0407671 -0.0163383 0.0275801 0.00913241 -0.0125419 0.0258264 -0.0228762 0.0227373 -0.0493236 -0.0173905 0.059313 -0.00430184 0.0321503 -0.00905342 -0.032025 0.0515912 0.00754069 -0.0161451 leaf_count=6464 610 847 2877 472 10216 1281 1105 852 212 101 288 685 239 1799 234 1279 3433 636 762 901 113 1053 164 154 332 139 403 105 218 1032 internal_value=0 0.00809296 0.00916021 0.0101421 0.0112265 -0.00797143 -0.00393977 0.000306778 0.037802 0.223654 0.029881 0.0333678 0.0209607 -0.00704758 -0.121462 0.000793499 -0.0112716 0.00147227 -0.00546434 0.000317327 0.0967896 -0.0158214 -0.000517311 0.30828 -0.00895185 0.170504 0.12383 -0.0105193 -0.130184 -0.0231046 internal_count=39006 38396 37549 34672 34200 22459 21178 20073 11741 313 11428 11140 10455 19221 2033 17188 15909 12476 11840 11078 1740 9338 8285 318 7967 471 1627 726 621 7496 Tree=723 num_leaves=31 split_feature=59 42 42 63 57 61 0 14 33 24 71 84 42 75 39 85 55 85 14 85 84 23 79 24 71 65 39 62 24 7 split_gain=4.04669 8.38631 6.03934 5.02462 4.87473 4.57446 4.56531 5.24365 4.03566 4.27244 6.0117 5.00002 4.64075 4.10165 3.98762 3.96341 3.6813 5.49182 4.72192 3.59857 3.64694 3.32372 3.28107 3.1962 3.13816 3.11066 3.02277 2.95001 4.01807 2.91285 threshold=0.5 2.5 4.5 4.5 0.5 4.5 5.5 8.5 4.5 5.5 1.5 1.5 0.5 0.5 4.5 8.5 0.5 0.5 6.5 6.5 0.5 1.5 0.5 1.5 6.5 0.5 4.5 0.5 6.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 6 3 4 5 8 7 15 9 10 13 -12 -11 14 16 27 18 -18 19 21 -21 -1 -3 -19 -13 -26 -14 28 -2 -16 right_child=1 22 -4 -5 -6 -7 -8 -9 -10 12 11 24 26 -15 29 -17 17 23 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=21 28 22 2 3 4 5 6 7 8 12 11 24 26 13 29 15 17 23 18 20 20 21 22 23 25 25 26 27 28 29 leaf_value=-0.00943861 -0.00396249 0.0430712 -0.0335608 -0.0388704 -0.0362981 -0.0397107 0.0500273 0.0320367 0.0512691 0.0192836 -0.00303821 0.0388815 0.0118833 -0.0248688 0.0172518 0.0341502 -0.0248468 0.045979 0.0229508 0.0262014 -0.0236407 -0.0283444 -0.0058255 -0.000322488 -0.00870404 0.0358658 -0.0414928 -0.0504783 -0.049036 -0.0169665 leaf_count=6602 7364 314 712 2431 3037 1383 150 217 1674 1278 1682 571 149 2833 1212 118 597 277 170 239 130 2926 123 167 382 205 256 1260 286 262 internal_value=0 0.0836725 -0.0302543 -0.019328 -0.0115443 -0.00343997 -0.00207466 -0.0341704 0.00350584 -0.00131528 -0.0220916 0.113817 0.124957 -0.0537221 -0.0351772 -0.0897417 -0.0620064 0.128245 -0.0841784 -0.103437 0.112435 -0.126074 0.343334 0.288287 0.24515 0.0870619 -0.172174 -0.129687 -0.0923385 0.108303 internal_count=39006 9832 29174 28462 26031 22995 9395 9245 21612 19938 18255 2840 1683 15415 12582 9028 11108 1041 10067 9897 369 9528 437 444 1158 587 405 8910 7650 1474 Tree=724 num_leaves=22 split_feature=33 33 66 10 42 3 47 33 47 31 7 87 70 24 23 32 32 66 24 66 39 split_gain=8.27542 3.36999 2.97965 2.85246 2.26197 2.1577 1.88818 1.70031 1.42346 1.27501 1.07877 0.826473 1.18344 0.673342 0.743873 0.464852 0.451725 0.378307 0.112159 0.0517856 2.97927e-06 threshold=0.5 16.5 6.5 0.5 0.5 0.5 1.5 5.5 1.5 5.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=9 2 3 4 5 7 -6 8 11 13 -10 12 16 14 19 -9 17 -2 -15 -1 -20 right_child=1 -3 -4 -5 6 -7 -8 15 10 -11 -12 -13 -14 18 -16 -17 -18 -19 20 -21 -22 leaf_parent=19 17 1 2 3 6 5 6 15 10 9 10 11 12 18 14 15 16 17 20 19 20 leaf_value=-0.0185981 0.0223291 0.0503511 -0.0506362 -0.0364673 0.00278757 -0.0253559 -0.0521521 0.019794 0.00272051 -0.00433559 0.0402197 -0.0251063 -0.0259844 -0.0403462 -0.0502026 0.0430044 -0.00805919 0.00312469 -0.0501513 -0.0266689 -0.0500859 leaf_count=3939 410 482 1438 2334 504 794 348 558 598 2046 381 536 431 5682 5460 366 278 488 4087 2444 5402 internal_value=0 -0.000946228 -0.0300059 -0.00122899 0.0370594 0.0806837 -0.242543 0.120926 0.0595087 -0.336784 0.239686 -0.0131962 0.0316814 -0.377105 -0.291368 0.314283 0.0940071 0.142221 -0.459994 -0.215549 -0.501178 internal_count=39006 9946 9464 8026 5692 4840 852 4046 3122 29060 979 2143 1607 27014 11843 924 1176 898 15171 6383 9489 Tree=725 num_leaves=31 split_feature=39 8 60 75 38 51 71 91 63 71 78 31 30 12 61 63 78 90 62 39 34 55 21 77 1 0 36 33 27 25 split_gain=6.33214 5.60321 5.01489 4.52161 5.4183 4.20633 4.61263 4.19138 4.4314 3.90221 3.82261 6.09468 3.75857 3.59198 3.58285 3.56249 3.54358 3.84316 3.63797 3.08426 4.85056 4.35121 3.31359 3.61811 3.01732 3.3134 2.99956 3.65604 3.26197 3.19326 threshold=3.5 12.5 0.5 9.5 3.5 0.5 3.5 0.5 16.5 1.5 2.5 0.5 0.5 5.5 4.5 4.5 1.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 15 12 -12 13 19 -4 26 17 18 -7 21 22 -1 -21 -24 25 -6 27 28 29 -9 right_child=-2 -3 14 -5 24 16 -8 9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 0 1 14 3 25 18 6 29 8 9 11 11 12 13 14 15 16 17 18 22 20 21 23 23 24 25 26 27 28 29 leaf_value=0.00187073 -0.0252325 -0.0440583 0.0267245 -0.0524182 0.0242611 0.00376102 -0.0423459 0.0201836 0.0506844 -0.0257362 0.0570621 -0.00571287 0.0218551 -0.05895 -0.0344016 0.063094 -0.0525672 -0.067533 -0.0481091 -0.027075 0.0368628 -0.0456435 0.00913904 -0.0482508 -0.0170748 0.076464 -0.00651483 -0.0240268 -0.00372702 0.0536773 leaf_count=10125 5284 1317 3409 645 437 1376 1706 2153 159 338 192 222 785 216 102 116 158 127 205 5559 263 304 1028 177 110 119 737 687 556 394 internal_value=0 0.0314939 0.0375537 0.0234408 0.0280383 0.0159132 0.031305 0.0378466 0.00609141 0.124197 -0.00182718 0.239263 -0.0162392 -0.0316598 0.221299 0.149082 -0.144946 -0.0822119 -0.0313413 -0.0250497 -0.128251 0.00599346 -0.172102 -0.00790331 0.278947 0.360675 0.129919 0.17136 0.200382 0.248393 internal_count=39006 33722 32405 28894 28249 27583 25717 24011 19030 4981 18871 414 18457 17672 3511 4643 1866 1708 1581 17456 7027 10429 6764 1205 666 556 4527 3790 3103 2547 Tree=726 num_leaves=31 split_feature=8 61 24 10 59 76 59 41 48 71 74 25 38 69 31 39 35 36 20 54 42 7 69 47 87 37 0 62 8 66 split_gain=3.2876 3.36754 3.22525 3.08134 3.88167 3.70272 3.21474 5.15264 2.95794 2.79162 2.88765 2.74216 2.70849 3.65861 3.82286 2.62606 2.55435 2.92188 2.8436 2.77531 2.23477 2.13855 2.954 2.09467 3.4494 3.06911 2.17595 2.39225 4.31362 3.15946 threshold=9.5 5.5 8.5 0.5 12.5 0.5 0.5 0.5 1.5 3.5 2.5 0.5 2.5 2.5 0.5 6.5 2.5 0.5 0.5 4.5 11.5 1.5 3.5 5.5 1.5 0.5 3.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 9 6 7 8 12 10 15 21 13 -5 -15 16 18 -18 19 20 23 22 -9 26 25 -25 27 29 -29 -1 right_child=-2 -3 -4 5 -6 -7 -8 11 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_parent=29 0 1 2 13 4 5 6 22 8 9 10 11 12 14 14 15 17 17 18 19 20 21 22 25 24 25 26 28 28 29 leaf_value=0.00611764 -0.0324282 -0.0331179 -0.0429413 -0.0177998 0.0577543 0.0436952 -0.00614982 0.0493671 0.0520144 -0.0282444 -0.0288933 -0.00279122 0.0213038 0.0595385 -0.0183317 -0.0354956 -0.0446238 0.0110346 -0.0203026 0.0541887 -0.0447195 0.0839023 -0.00395454 -0.0253869 0.0643274 0.0356392 -0.0390153 0.00147445 0.0522753 -0.00538343 leaf_count=6494 1840 1715 894 2975 483 622 3627 621 477 1945 1422 659 204 155 118 1654 930 310 1283 138 149 133 121 461 266 111 316 630 220 8033 internal_value=0 0.0031244 0.00879542 0.0130093 -0.0106114 0.0884141 0.0626701 0.130044 0.031304 -0.0156213 -0.00761156 0.339525 -0.00443554 -0.0833742 0.250647 0.000482562 0.00647614 -0.240498 0.0150079 0.0261381 0.0213114 0.433042 0.350235 0.02563 0.231716 0.0541193 0.0163429 0.0214544 0.196247 0.00822112 internal_count=39006 37166 35451 34557 24845 9712 9090 5463 3929 24362 22417 1534 3452 3248 273 20995 19341 1240 18101 16818 16680 875 742 16531 838 572 15693 15377 850 14527 Tree=727 num_leaves=31 split_feature=24 14 12 34 66 9 18 42 31 4 35 59 32 52 82 70 8 8 0 9 41 90 0 76 7 27 10 75 69 39 split_gain=5.74044 4.77266 5.07105 4.92505 4.46614 4.36999 3.92853 3.915 3.19761 3.98889 3.78355 3.7639 3.17464 3.02529 3.55223 3.10232 6.31409 4.77963 2.82594 2.73514 3.21838 2.66805 3.02841 3.42084 3.15869 3.88747 3.34233 3.76255 4.95637 3.06659 threshold=2.5 2.5 9.5 21.5 2.5 1.5 14.5 0.5 3.5 0.5 6.5 9.5 0.5 1.5 5.5 0.5 15.5 0.5 0.5 3.5 2.5 1.5 3.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 5 -2 7 8 9 10 11 19 -11 14 15 16 -10 -17 -6 20 21 22 23 24 26 -26 27 28 -1 -29 right_child=4 -3 -4 -5 18 -7 -8 -9 13 12 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_parent=28 5 1 2 3 18 5 6 7 16 12 10 11 12 13 14 17 16 17 18 19 20 21 22 23 25 25 26 29 28 29 leaf_value=-0.00555436 -0.0404496 -0.0245619 0.0383453 0.0564401 0.0149621 0.0268689 0.0522997 -0.0133139 -0.00523759 0.0117025 -0.0400753 -0.0389425 0.0470745 0.0340715 -0.0547239 0.00134907 0.0770164 -0.0521769 -0.0222807 0.0315969 -0.0200827 -0.0195911 0.0557111 -0.0271309 0.0106854 0.0474816 -0.0226787 0.023563 0.0178122 -0.0317096 leaf_count=5378 5492 3351 437 159 1354 289 379 3790 1054 713 577 1418 332 147 107 255 207 511 906 269 1261 525 135 539 3600 376 2922 969 1337 217 internal_value=0 0.0251538 0.0346375 0.0265414 -0.164938 -0.321307 0.0213237 0.0168182 0.0319741 0.0489811 0.0321379 0.0391367 0.221779 -0.088204 -0.12457 -0.0775644 0.0395242 -0.242237 -0.000516285 0.0462832 0.037893 0.0493933 0.0591181 0.0534652 0.0633674 0.139095 0.0229589 0.0428421 0.00205586 0.190811 internal_count=39006 30965 27614 27177 8041 5781 27018 26639 22849 20568 19523 18946 1045 2281 2134 2027 1261 766 2260 17528 17259 15998 15473 15338 14799 3976 10823 7901 6715 1186 Tree=728 num_leaves=31 split_feature=42 61 39 31 63 85 76 7 35 47 23 61 8 54 23 15 7 66 61 28 70 20 79 52 84 33 43 33 36 24 split_gain=5.03823 4.58895 5.02133 5.25298 4.35724 4.79452 4.10511 3.92603 3.85542 4.23846 3.72032 3.10028 3.02076 3.47249 4.07286 3.73474 5.31196 2.83601 2.83541 4.00105 3.7303 3.38953 3.22716 3.87925 4.14101 3.22026 3.16616 2.91264 2.79204 2.61942 threshold=1.5 17.5 1.5 0.5 0.5 3.5 0.5 2.5 12.5 4.5 3.5 7.5 2.5 0.5 3.5 0.5 1.5 0.5 0.5 1.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 7 10 6 8 11 9 12 18 -4 13 15 -15 16 -6 -17 19 21 26 22 23 24 -1 -22 27 -20 -5 -12 right_child=-2 -3 3 28 5 -7 -8 -9 -10 -11 29 -13 -14 14 -16 17 -18 -19 20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=24 0 1 11 28 16 5 6 7 8 9 29 11 12 14 14 17 16 17 27 19 25 21 22 23 24 25 26 27 28 29 leaf_value=0.002544 -0.0373611 0.0551732 -0.0342813 0.0210415 -0.0198401 -0.0347594 0.0305064 0.0070792 0.0288638 -0.0470566 -0.00916087 0.0110166 -0.0420833 -0.00429591 -0.0536716 -0.0206044 0.0258036 0.0274297 0.0270668 0.0587697 -0.0367286 0.0437854 -0.0407627 0.05235 -0.0392335 0.0220525 0.00322979 -0.00487607 -0.0207294 0.0237217 leaf_count=5221 2828 117 7711 1390 1999 866 420 220 161 676 3303 125 1661 794 677 655 294 1216 2370 121 216 854 1237 118 937 141 1629 467 385 197 internal_value=0 0.0115562 0.00661228 -0.120553 0.0298023 -0.0512025 -0.0156093 -0.213803 -0.0471594 -0.0782401 0.067153 -0.289167 -0.0462879 -0.0204917 -0.204612 0.0439859 -0.0683078 0.197508 0.0996223 0.0305518 0.152904 0.00914794 -0.0153223 0.0115908 -0.0149026 -0.140743 0.182111 0.235535 0.0939434 -0.0490948 internal_count=39006 36178 36061 9831 26230 9419 8553 8056 8133 7972 16811 7836 7296 5635 1471 4164 2293 1871 13311 8488 4823 8367 7513 6276 6158 357 4466 2837 1775 3500 Tree=729 num_leaves=31 split_feature=39 63 66 12 84 31 13 25 33 67 85 10 52 42 75 68 0 0 69 41 28 76 91 56 74 67 74 63 74 74 split_gain=5.04893 4.97586 3.59419 3.33682 3.7328 3.56537 3.36808 2.75481 3.13481 2.50787 2.36721 2.78104 2.74401 2.6601 2.60696 3.02099 2.81768 4.35825 2.91517 3.50013 3.08742 3.11701 3.24463 3.5377 4.44409 3.30231 3.06324 2.94159 6.8176 6.25289 threshold=4.5 3.5 7.5 9.5 2.5 9.5 6.5 4.5 4.5 7.5 3.5 3.5 2.5 1.5 6.5 1.5 3.5 2.5 1.5 4.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 -3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 25 -24 -25 27 -27 29 -29 -1 right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31 leaf_parent=29 0 2 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 23 24 24 26 26 28 28 29 leaf_value=-0.0112386 -0.0384005 -0.0433059 0.00209304 -0.0351337 -0.0293001 0.0464613 -0.0504434 -0.0421469 -0.0447765 -0.0417269 -0.0139512 -0.0364468 0.0261416 -0.0373079 0.0260907 -0.0191288 -0.0378785 0.0544517 0.0204938 0.0617677 -0.046353 0.0273126 -0.0229391 -0.0197927 0.0625678 0.0297644 -0.0053785 0.0187129 -0.0580027 0.0183436 leaf_count=5267 3979 2386 843 468 1690 159 1805 1171 1811 416 1786 4099 638 840 655 1350 272 206 1732 482 134 403 1441 306 212 824 404 1719 193 1315 internal_value=0 0.0224772 -0.235822 0.0356013 0.0417748 0.0498845 0.0434804 0.0481303 0.0526054 0.0574302 0.061538 0.0707723 0.0760137 0.0637269 0.0691176 0.0569369 0.0685356 0.0748192 0.065433 0.0438722 0.0366057 0.0440526 0.0273935 -0.130314 0.19029 0.0544137 0.200951 0.019746 0.129502 -0.0312379 internal_count=39006 35027 3229 31798 31330 29640 29481 27676 26505 24694 24278 22492 18393 17755 16915 16260 14910 14638 14432 12700 12218 12084 11681 1959 518 9722 1228 8494 1912 6582 Tree=730 num_leaves=31 split_feature=78 56 65 61 25 85 15 72 64 63 39 26 55 4 86 84 12 15 8 36 80 76 34 32 37 33 4 85 65 0 split_gain=3.8387 3.42489 3.19801 4.01843 3.63778 5.81344 4.06496 5.11966 3.49086 5.1204 8.47199 5.14914 4.04948 3.90004 3.89981 3.69068 4.61771 5.26805 5.57813 3.4897 3.47856 3.41221 3.33517 3.49372 6.70233 4.1301 3.95912 4.0069 4.9371 3.40927 threshold=1.5 1.5 9.5 11.5 0.5 3.5 1.5 0.5 0.5 3.5 0.5 1.5 3.5 0.5 1.5 10.5 0.5 0.5 2.5 1.5 0.5 1.5 0.5 0.5 2.5 5.5 0.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 8 6 7 -6 12 10 13 14 15 -10 19 16 20 -18 -19 -12 21 22 23 25 -25 26 27 28 29 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 7 5 6 7 13 9 19 11 12 13 14 15 17 18 18 19 20 21 22 24 24 25 26 27 28 29 leaf_value=-0.00137857 -0.0164987 -0.0325861 0.0458119 -0.0555516 -0.0231337 -0.0418843 0.00490675 0.0287948 -0.0285382 0.0347349 0.0127191 -0.0355888 -0.034062 0.0307409 0.0474922 0.0267744 -0.0273474 -0.00788891 0.0361703 -0.0215922 -0.0196736 0.0423963 -0.00892419 0.00599208 -0.0459093 0.0413438 0.0306222 0.00449107 -0.0198016 -0.0307917 leaf_count=6796 2245 2375 101 328 2435 271 3152 346 1068 228 1477 140 264 150 165 177 1306 1532 119 131 560 217 1877 6515 104 807 227 2506 1139 248 internal_value=0 0.00430401 0.00586292 0.00479523 0.00588066 -0.0842526 -0.0428159 -0.16139 0.0120009 0.0798467 0.0515069 0.104219 0.00366875 -0.211659 0.126214 0.00580736 0.00322953 -0.103869 -0.0209776 0.103183 0.0111955 0.0145163 0.0128356 0.0194517 0.052905 -0.00306666 -0.00664398 -0.0112484 -0.0375914 -0.0208989 internal_count=39006 36761 34386 34285 33957 6204 5933 2781 27753 3359 3131 1913 24394 1218 1773 24130 23953 2957 1651 1608 20996 20436 20219 18342 6619 11723 10916 10689 8183 7044 Tree=731 num_leaves=31 split_feature=86 10 87 31 74 37 88 3 90 41 32 55 10 67 63 73 26 17 20 15 32 80 49 44 20 78 37 0 77 39 split_gain=3.5988 3.21939 3.37585 3.19473 2.97899 2.9133 2.87461 3.08502 3.03781 4.08597 4.51623 3.88499 3.33963 3.04595 5.34403 2.9471 3.84176 4.23638 3.83909 5.31195 3.27122 3.19988 3.27882 4.12974 3.02694 2.99483 3.58144 2.96665 2.88293 2.83014 threshold=1.5 0.5 2.5 11.5 4.5 5.5 6.5 1.5 0.5 0.5 1.5 2.5 1.5 1.5 1.5 0.5 0.5 1.5 1.5 0.5 4.5 1.5 0.5 0.5 1.5 0.5 2.5 2.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 -2 4 5 6 7 8 11 10 -10 13 -13 15 -15 16 18 -18 21 -20 24 22 25 29 27 26 -1 28 -17 -24 right_child=1 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 12 -14 14 -16 20 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 2 1 2 3 4 5 6 7 10 9 10 12 12 14 14 28 17 17 19 19 20 21 29 23 24 25 26 27 28 29 leaf_value=0.000390921 -0.0191519 -0.0422159 0.0126049 0.0341519 -0.0408846 0.0351073 0.0361019 -0.018974 -0.019339 -0.0588002 0.0332048 0.00968839 0.0468002 -0.0382741 0.0179388 -0.00515118 0.0111404 0.0681401 0.0464502 0.00407785 -0.0411155 -0.0509386 0.00177838 0.0402375 -0.0393708 -0.0147425 0.0333157 0.0390245 0.0303918 0.0215792 leaf_count=16561 1557 883 224 131 1312 403 212 4058 1319 565 221 376 124 1460 214 2879 1402 209 124 337 142 122 1412 280 216 1165 234 254 341 269 internal_value=0 -0.133865 -0.0693387 0.0125568 0.0108178 0.0120956 0.0105438 0.00905616 0.0118829 -0.15449 -0.0668675 0.015256 0.179711 0.0108033 -0.189338 0.0137496 0.0224775 0.142785 0.0153793 0.18272 -0.0525805 0.00997873 0.0114759 0.0917416 -0.0371691 0.00152084 0.0070286 -0.0222107 -0.0354153 0.0623791 internal_count=39006 2664 1781 36342 36211 34899 34496 34284 30226 2105 1540 28121 500 27621 1674 25947 22115 1611 20504 461 3832 20043 19921 1961 3690 17960 16795 3474 3220 1681 Tree=732 num_leaves=31 split_feature=80 61 57 39 46 85 33 91 48 31 41 74 58 78 85 1 42 26 24 24 41 52 39 24 42 91 85 20 85 42 split_gain=4.03399 4.18455 3.63995 3.37896 3.19697 3.37469 2.79725 2.55409 2.44598 2.77157 2.68957 3.23221 3.04357 3.39812 2.88208 3.26396 2.80219 3.91346 3.64752 3.38154 3.14765 3.92528 3.10674 3.6613 3.09152 3.30608 3.23195 2.91974 5.42916 4.20963 threshold=0.5 6.5 0.5 19.5 0.5 0.5 3.5 3.5 0.5 5.5 2.5 1.5 2.5 1.5 6.5 0.5 0.5 0.5 7.5 8.5 0.5 0.5 1.5 3.5 8.5 0.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 -6 7 8 9 10 11 12 13 14 15 16 18 19 -1 22 21 -20 23 -18 25 26 -24 28 -28 -30 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 20 -21 -22 -23 24 -25 -26 -27 27 -29 29 -31 leaf_parent=18 0 1 2 3 5 5 6 7 8 9 10 11 12 13 14 15 23 17 21 19 20 21 26 23 24 25 28 27 29 29 leaf_value=-0.00276244 -0.030312 -0.0537997 -0.0226034 -0.0497894 -0.0485343 0.00183431 0.0367017 -0.0464038 -0.0144779 -0.042793 0.0199519 -0.033606 -0.0498761 0.0282764 0.0164434 -0.0447844 0.00364785 0.0430057 0.0588251 -0.0432402 -0.00592638 0.00460761 0.00280781 -0.0418698 -0.0207947 -0.00705336 0.0768112 0.00131661 -0.0140328 0.0551773 leaf_count=12658 2040 1141 4718 208 1552 628 1948 294 3202 1748 1239 1542 396 635 756 590 1255 298 175 186 252 153 239 123 156 214 241 134 171 115 internal_value=0 -0.000372112 0.0032734 0.0107586 0.0139933 -0.22785 0.0204712 0.0164097 0.0191159 0.0267559 0.0300219 0.0214589 0.0265841 0.0299155 0.0221385 0.0100574 0.0146701 0.0855445 -0.0111728 0.0577569 0.186586 0.335281 0.0759942 -0.00851471 0.176792 0.225103 0.30078 0.401513 0.48902 0.211587 internal_count=39006 36966 35825 31108 30900 2180 28720 26772 26478 23276 21528 20289 18747 18351 17716 16960 16370 3132 13238 2834 580 328 2648 1378 1270 1114 900 661 527 286 Tree=733 num_leaves=25 split_feature=33 49 33 37 24 42 88 52 7 32 13 85 85 69 63 24 66 14 66 91 66 66 13 13 split_gain=7.89362 3.01962 3.02754 2.75895 2.5231 4.41683 2.33703 1.95215 1.47088 1.78618 2.88798 1.39738 1.35294 1.34219 0.953677 0.690552 0.757071 0.473554 0.474685 0.309245 0.19804 0.173433 0.115019 1.90636e-06 threshold=0.5 0.5 4.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=12 2 3 7 5 6 17 8 11 10 21 19 13 14 15 16 -1 18 -4 20 -2 -10 -14 -24 right_child=1 -3 4 -5 -6 -7 -8 -9 9 -11 -12 -13 22 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 leaf_parent=16 20 1 18 3 4 5 6 7 21 9 10 11 22 13 14 15 16 17 18 19 20 21 23 23 leaf_value=0.0015878 -0.0020603 -0.0469049 0.0355093 -0.0495451 0.0492012 -0.0460781 -0.020974 -0.0370115 -0.00426191 0.0547618 0.0500858 -0.0369315 -0.0394924 -0.0502161 0.0109692 -0.0418864 -0.0326599 0.0499776 0.0109804 -0.0127278 0.0132148 -0.0217447 -0.0501358 -0.0500775 leaf_count=3152 429 1408 763 1847 229 190 109 976 252 242 291 734 4807 5098 1560 3246 3153 296 297 581 802 449 3288 4807 internal_value=0 0.020887 0.048274 -0.0507518 0.191722 0.0951918 0.215802 -0.00154769 0.0451071 0.18338 0.0709727 -0.0604541 -0.311929 -0.219892 -0.144526 -0.219861 -0.129526 0.317266 0.257899 0.0187178 0.065286 -0.130541 -0.452885 -0.501055 internal_count=39006 9895 8487 6603 1884 1655 1465 4756 3780 1234 992 2546 29111 16209 11111 9551 6305 1356 1060 1812 1231 701 12902 8095 Tree=734 num_leaves=31 split_feature=45 41 42 88 8 92 49 13 75 30 90 15 41 14 87 58 49 73 37 51 78 85 25 34 87 29 63 34 56 86 split_gain=5.61333 5.41617 5.36921 5.20813 4.80821 4.6135 4.42319 4.52607 3.9497 4.05559 4.33211 4.12875 3.68925 3.52679 3.72904 3.52673 5.36458 6.92158 4.32544 4.10273 5.24419 4.49882 3.25404 3.20846 3.17202 4.19249 3.03832 2.98981 2.92569 2.74259 threshold=2.5 12.5 5.5 5.5 12.5 0.5 5.5 6.5 8.5 0.5 3.5 1.5 1.5 3.5 3.5 0.5 0.5 0.5 1.5 0.5 1.5 1.5 4.5 1.5 0.5 0.5 0.5 6.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 13 -12 -11 14 15 18 19 -18 22 20 26 -22 -1 -20 25 28 -17 -2 -7 -26 right_child=27 -3 -4 -5 -6 24 -8 -9 -10 12 11 -13 -14 -15 -16 16 17 -19 23 -21 21 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_parent=22 27 1 2 3 4 28 6 7 8 12 11 11 12 13 14 26 17 17 23 19 21 21 22 23 29 25 26 27 28 29 leaf_value=-0.00280523 0.0404239 0.053118 -0.05146 -0.0449241 -0.0462591 0.024134 0.0420807 -0.046678 -0.0515481 0.0277764 -0.00634473 0.0688936 -0.0099439 -0.0423011 -0.0345813 0.00831722 0.00980422 0.0786128 -0.0343273 -0.0459453 0.08053 0.0102563 0.0279303 0.0106051 -0.0249725 -0.0299132 -0.0229671 -0.0183449 0.0752102 0.0165541 leaf_count=17445 2525 205 804 358 1314 1062 250 3014 668 1230 252 108 301 2474 1465 1092 312 128 1190 148 118 183 517 271 432 150 538 119 135 198 internal_value=0 -0.00340481 -0.00857978 -0.00310761 0.002978 0.00843522 -0.00888386 -0.0150563 -0.00896205 -0.00415521 -0.0187971 0.359691 0.16821 -0.0265247 -0.0203966 -0.0123798 0.0954921 0.346803 -0.0358153 0.00975888 0.0568571 0.38422 -0.0176556 -0.243647 0.150844 0.235481 -0.0380919 0.304079 0.291857 -0.0339402 internal_count=39006 36362 36157 35353 34995 33681 31704 31454 28440 27772 26241 360 1531 25881 23407 21942 2519 440 19423 2079 1931 301 17962 1461 1977 1347 1630 2644 1197 630 Tree=735 num_leaves=31 split_feature=39 35 14 8 31 75 2 36 29 72 90 68 38 32 84 37 68 13 75 67 10 46 85 69 44 20 21 17 85 34 split_gain=4.0697 3.51835 3.41771 3.40416 3.25186 3.95318 3.42805 3.38342 3.35466 3.1003 2.90054 4.02421 3.20788 2.70853 2.86497 3.26484 3.17247 3.23219 3.06873 2.8434 2.90067 2.40965 2.35723 2.32899 2.30068 2.29167 2.21789 3.1288 3.89518 2.82513 threshold=6.5 5.5 8.5 4.5 3.5 3.5 3.5 4.5 0.5 1.5 1.5 0.5 12.5 2.5 10.5 4.5 3.5 6.5 0.5 2.5 2.5 3.5 1.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 -5 12 -12 13 14 15 16 17 18 19 20 25 24 -11 -19 -6 -1 27 29 -29 -20 right_child=-2 -3 -4 9 21 -7 -8 -9 -10 22 11 -13 -14 -15 -16 -17 -18 23 26 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=25 0 1 2 9 24 5 6 7 8 22 11 11 12 13 14 15 16 23 29 19 20 21 22 23 24 25 26 28 28 29 leaf_value=0.00379143 -0.035194 -0.0480097 -0.0403484 -0.0404097 0.0063914 -0.0302206 -0.0468088 0.052521 -0.0248413 0.0305781 0.00752191 0.082658 0.0360983 -0.0260971 -0.035195 0.0449236 -0.0481435 -0.0407442 0.00816465 -0.0361349 -0.0327196 0.0546051 -0.031929 0.000997682 0.0368805 -0.0189214 -0.00283274 0.00940559 0.0896858 0.0566923 leaf_count=13569 2445 1023 1528 1377 1530 1224 2829 103 1829 696 235 208 111 1394 197 201 443 1369 1239 682 1490 103 182 473 152 918 910 258 120 168 internal_value=0 0.00237774 0.00652699 0.0113107 0.0198845 0.00272827 0.0117083 0.0168031 0.0120072 -0.219202 0.021378 0.315039 0.0139343 0.00679166 0.014769 0.0211138 0.0148133 0.0201728 0.03163 0.00892357 0.017033 0.134023 0.0522664 -0.218887 0.107072 0.0261265 0.151643 0.220428 0.542188 0.145409 internal_count=39006 36561 35538 34010 31755 29970 28746 25917 25814 2255 23985 443 23542 23431 22037 21840 21639 21196 19354 16659 15977 1785 878 1842 1682 14487 2695 1785 378 1407 Tree=736 num_leaves=31 split_feature=24 14 34 63 8 84 68 34 83 64 39 68 76 57 24 42 50 41 87 80 43 64 66 37 73 51 36 89 10 74 split_gain=5.79857 4.84314 5.33667 4.75952 4.29284 3.55193 3.51494 3.4025 3.6683 5.45171 4.42215 5.17652 3.18467 3.10925 2.98443 2.94343 2.86805 3.07269 2.95863 2.96021 2.80766 2.65049 2.78672 2.63262 2.59459 3.19595 3.52471 4.36587 2.91515 2.61102 threshold=3.5 0.5 6.5 6.5 8.5 2.5 16.5 1.5 0.5 3.5 2.5 4.5 0.5 4.5 0.5 1.5 1.5 5.5 1.5 1.5 0.5 1.5 2.5 0.5 1.5 0.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 24 7 8 9 10 11 12 13 15 20 16 17 18 19 -1 -10 22 -2 -15 25 26 -3 -28 29 -26 right_child=21 5 -4 -5 -6 -7 -8 -9 14 -11 -12 -13 -14 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31 leaf_parent=19 22 26 2 3 4 5 6 7 20 9 10 11 12 23 14 15 16 17 18 19 20 21 22 23 29 25 27 27 28 29 leaf_value=0.00256342 -0.0488313 -0.021393 0.0345496 -0.0237021 0.0658323 -0.0433376 0.0464208 -0.015429 0.0294393 0.0572279 -0.0281156 0.0355316 -0.0262764 -0.00710267 0.046232 -0.0317323 0.0427742 -0.0519961 -0.0293635 0.0380285 -0.0248881 0.0205656 -0.0106621 0.0532833 -0.00168952 0.025031 -0.0234302 0.0368487 -0.0325323 0.0486928 leaf_count=12172 3822 6157 502 1068 112 1348 537 2436 170 103 2312 488 632 247 249 694 128 473 1147 147 162 295 1364 226 341 547 523 185 226 193 internal_value=0 0.0133779 0.0359183 0.0251358 0.0368871 -0.0984772 0.0322154 0.0266714 0.0396472 0.0270353 0.0192067 0.0308995 0.0177335 0.0274819 0.254768 0.018414 0.026435 0.0197402 0.0251624 0.0340899 0.0627353 -0.248633 -0.314669 0.332119 -0.0655569 -0.109368 -0.146233 0.0919203 0.136335 0.257061 internal_count=39006 33525 24005 23503 22435 9520 22323 21786 19350 18769 18666 16354 15866 15234 581 14761 14067 13939 13466 12319 332 5481 5186 473 8172 7412 6865 708 760 534 Tree=737 num_leaves=31 split_feature=13 63 14 12 52 58 85 86 78 49 45 65 24 35 84 8 12 46 67 15 89 68 29 41 48 52 75 85 39 31 split_gain=5.51957 4.79713 4.3032 4.1575 3.98838 5.98799 5.45249 3.99354 4.95056 4.18851 3.28329 3.47375 3.12497 3.92222 3.16149 3.33513 3.04354 2.94576 4.00071 4.72378 3.16459 2.93122 2.87741 2.70641 2.7012 2.66831 5.00731 3.3513 2.61768 2.48055 threshold=4.5 5.5 5.5 1.5 1.5 11.5 3.5 7.5 2.5 0.5 0.5 4.5 4.5 12.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 2.5 2.5 0.5 0.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -2 5 6 7 8 9 10 11 12 13 14 15 17 -16 18 20 -20 22 23 25 -6 -23 28 27 -27 -1 -17 right_child=3 -3 -4 -5 21 -7 -8 -9 -10 -11 -12 -13 -14 -15 16 29 -18 -19 19 -21 -22 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=28 3 1 2 3 23 5 6 7 8 9 10 11 12 13 16 29 16 17 19 19 20 24 22 23 24 27 26 27 28 29 leaf_value=0.00457453 -0.0466289 -0.035091 -0.0471277 0.0214376 0.0232139 0.0588408 -0.0324552 0.0576028 -0.0314863 -0.0181884 -0.0147033 0.0335954 -0.0284961 0.0365893 -0.0261418 -0.000318715 0.0153766 -0.0122326 0.00666053 0.0585899 0.04305 -0.0246861 0.056031 -0.00837282 0.0277827 0.0183053 -0.0329334 0.0723854 -0.0201264 -0.0309266 leaf_count=7023 4765 2380 2026 265 1301 165 1734 135 541 3023 4513 269 772 228 1607 1183 314 1126 326 226 789 225 104 168 126 430 135 286 1858 963 internal_value=0 0.0115853 0.0194057 -0.317525 0.0247 0.0030644 -0.0043786 0.00816941 0.0027845 0.0148312 0.0319136 0.047912 0.0364563 0.046059 0.0335849 0.0521254 -0.146629 0.0774557 0.0974789 0.323562 0.0710401 0.137188 0.0563484 0.186023 -0.0898657 0.0464308 0.244093 0.387421 0.022521 -0.101343 internal_count=39006 33976 31596 5030 29570 27750 27585 25851 25716 25175 22152 17639 17370 16598 16370 14449 1921 12303 11177 552 10625 1820 9836 1469 351 9732 851 716 8881 2146 Tree=738 num_leaves=31 split_feature=42 8 13 71 82 77 20 52 33 84 35 24 54 91 47 53 31 19 84 53 79 52 24 58 6 17 36 16 47 69 split_gain=4.64045 3.9393 3.07601 2.95413 2.79671 2.71524 3.30445 3.02864 5.60242 4.02199 3.80492 3.4135 3.23158 3.16414 3.13532 3.09312 2.94092 2.25628 2.76867 2.6823 4.29591 2.20042 2.70338 2.19719 2.45202 2.15766 2.09328 2.45153 2.02161 2.01221 threshold=0.5 7.5 7.5 5.5 11.5 0.5 0.5 0.5 0.5 1.5 1.5 4.5 1.5 0.5 5.5 1.5 1.5 0.5 0.5 2.5 0.5 2.5 0.5 1.5 0.5 1.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 17 12 14 23 -12 15 16 21 18 19 20 26 22 -9 24 -1 -2 27 -10 -17 -26 right_child=25 -3 -4 -5 -6 -7 -8 11 9 -11 13 -13 -14 -15 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_parent=24 25 1 2 3 4 5 6 22 27 9 13 11 12 13 14 28 16 17 18 19 20 21 22 23 29 25 26 27 28 29 leaf_value=-0.0178741 -0.0306664 -0.0509317 -0.0505294 -0.0510743 -0.0406793 0.0124551 -0.02202 0.0396703 -0.0127286 0.0745314 0.0107523 -0.0258988 0.020065 -0.0307819 0.0547084 -0.0276396 -0.00708913 -0.00925847 0.0542497 -0.0330038 0.0767633 0.0625295 0.0040044 0.0200024 -0.0092613 0.0134259 0.0317343 0.0258476 0.00895199 0.0438397 leaf_count=10029 5636 1938 1916 1276 275 3050 2719 412 2012 180 1444 724 425 270 219 721 250 685 218 559 348 115 995 290 336 826 378 194 391 176 internal_value=0 0.020721 0.0259875 0.030131 0.0340701 0.0386788 0.0154677 0.0285428 -0.00131793 0.144548 -0.0504281 0.128369 -0.107369 0.0637799 0.166038 0.127445 0.215626 0.110563 0.170134 0.118559 0.165779 0.294449 0.229324 -0.134241 -0.152545 -0.230434 0.103476 0.00919962 -0.0537374 0.122392 internal_count=39006 32544 30606 28690 27414 27139 24090 21371 17544 4574 12970 3827 11256 1714 3103 2884 1772 4394 3709 3491 2932 1522 1407 10831 10541 6462 2584 2206 1112 512 Tree=739 num_leaves=31 split_feature=25 16 85 0 47 66 28 42 24 59 85 87 47 84 40 14 39 47 70 66 31 31 0 10 66 87 20 87 41 13 split_gain=4.1013 3.59152 3.29616 3.83961 3.99471 4.74079 3.89307 3.49821 5.6376 6.05449 5.4016 3.56396 3.54436 3.40102 5.13936 3.71085 3.39037 2.9437 6.22419 4.41818 3.59426 3.91081 3.80814 3.50683 4.02965 3.03266 3.00668 3.68274 11.8065 4.26082 threshold=3.5 2.5 2.5 1.5 2.5 0.5 0.5 0.5 5.5 0.5 4.5 2.5 3.5 1.5 0.5 0.5 16.5 5.5 0.5 7.5 6.5 10.5 0.5 1.5 3.5 0.5 0.5 5.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 16 -5 -6 -7 10 9 12 11 13 -9 14 15 -4 17 20 19 -19 23 22 25 26 -25 -22 27 29 -29 -1 right_child=-2 -3 7 4 5 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_parent=29 0 1 15 4 5 6 6 12 8 9 10 11 12 13 14 15 16 19 18 19 25 21 22 24 24 25 26 28 28 29 leaf_value=-0.00640713 -0.0453961 -0.035405 0.0107934 -0.0281426 0.0456878 0.00270753 -0.0468463 0.0145195 0.037667 -0.0272377 -0.00860824 -0.00581449 -0.0179519 -0.0135225 -0.0220271 0.035716 0.0168214 0.0226526 -0.0117575 -0.0299598 0.00340647 -0.0223148 -0.0187542 -0.0354763 0.0195019 0.021915 0.00573092 -0.0358602 0.0267253 0.000524693 leaf_count=11612 1855 1326 566 1050 101 446 193 893 275 210 1243 357 102 169 267 401 338 1028 429 209 459 137 132 4318 492 474 1650 252 113 7909 internal_value=0 -0.00103795 0.000471076 -0.0102703 -0.144938 -0.00131403 -0.105516 0.0461808 0.113413 0.0689777 0.00544808 0.0796363 0.111993 0.138511 0.178873 0.22687 -0.0050253 -0.00876572 0.0851679 0.183183 -0.0148846 0.0714113 0.101681 -0.0235466 -0.233992 0.134784 -0.0197332 -0.0288261 -0.182831 -0.0225969 internal_count=39006 37151 35825 31342 1790 740 639 4483 1480 1205 3003 1760 995 1403 1234 967 29552 29214 1666 1237 27548 1202 1065 26346 4810 933 21536 19886 365 19521 Tree=740 num_leaves=31 split_feature=91 12 16 61 41 38 42 25 39 0 69 46 28 14 13 39 31 47 24 31 13 66 69 41 14 87 9 85 42 84 split_gain=3.68872 3.34585 2.84349 2.67775 2.64933 2.61772 2.52757 2.54963 2.38286 3.48615 3.05595 2.76006 2.59506 2.33615 2.40756 2.39925 2.2811 2.24287 2.74089 7.49495 3.35697 2.88957 2.72642 2.57141 2.91356 2.60894 2.66236 2.46979 2.39202 3.80997 threshold=2.5 3.5 3.5 10.5 3.5 3.5 13.5 2.5 11.5 2.5 2.5 2.5 1.5 0.5 3.5 15.5 10.5 9.5 6.5 0.5 14.5 1.5 10.5 1.5 1.5 8.5 2.5 2.5 0.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 11 13 12 16 14 -10 -16 17 18 22 20 21 -20 23 25 -25 26 28 -28 29 -1 right_child=-2 -3 -4 -5 -6 -7 -8 -9 10 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 6 7 14 9 10 11 12 13 15 15 16 17 21 19 20 21 22 24 24 25 27 27 28 29 leaf_value=-0.000348231 -0.0340571 -0.0380361 -0.0512134 -0.0493819 -0.0330171 -0.0312129 0.0218352 -0.0342551 0.0207292 -0.020296 0.0324939 -0.0471468 -0.0278404 0.0169619 0.00267805 -0.0295793 0.0220846 -0.0233019 -0.000353865 0.0517571 -0.0304775 0.0246587 -0.027502 -0.0255911 0.00639705 0.0125799 -0.0367749 -0.00102471 0.00536136 0.0265003 leaf_count=20588 1311 943 769 324 1576 645 165 1680 102 880 165 675 509 360 180 149 171 350 464 144 106 362 103 1151 185 481 343 147 3844 134 internal_value=0 0.0108085 0.0122931 0.0132378 0.0141595 0.0155049 0.0169074 0.0146955 0.0159675 0.0112606 0.106518 0.0143227 0.015407 0.0558723 -0.0357104 -0.11546 0.0170964 0.0149427 0.0167011 0.11614 0.0451282 0.0880728 0.0113045 0.01327 -0.131415 0.0169637 0.0118545 -0.171196 0.0151 0.000995247 internal_count=39006 37695 36752 35983 35659 34083 33438 33273 31593 30637 956 29757 29082 791 431 329 28573 28402 28052 1076 932 826 26976 26873 1336 25537 25056 490 24566 20722 Tree=741 num_leaves=31 split_feature=82 33 70 85 79 58 0 84 17 6 39 28 14 81 24 41 66 39 53 59 13 13 42 85 61 66 87 53 39 13 split_gain=4.74011 5.98339 5.61736 4.39762 4.06661 3.45626 3.59016 3.11824 3.65476 2.92793 2.82686 2.8233 4.58153 2.91398 2.79523 4.03726 5.62052 3.96182 3.71105 3.79966 4.65051 3.55355 3.43832 4.77286 3.53312 3.47064 3.42711 3.22148 3.22555 4.32424 threshold=0.5 5.5 1.5 17.5 2.5 1.5 5.5 2.5 1.5 0.5 16.5 0.5 0.5 0.5 5.5 1.5 3.5 6.5 0.5 0.5 1.5 5.5 0.5 6.5 2.5 0.5 3.5 3.5 7.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 13 -13 14 15 22 -17 18 19 20 -16 -19 23 24 25 27 -27 28 29 -1 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 17 16 -18 21 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 6 7 8 9 10 12 12 13 20 16 16 21 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=0.00453995 -0.0246694 0.0738171 -0.041973 0.0450833 -0.0443426 -0.0272516 0.0365384 0.0126527 -0.0262793 -0.0317866 -0.0334762 -0.036405 0.0165922 -0.0481489 -0.0170664 0.0107771 0.0788039 0.0240664 -0.015959 -0.0203567 0.0384222 -0.0307898 0.00836418 0.0240515 -0.0373969 -0.0178448 0.0198125 -0.0423661 0.032965 -0.0180149 leaf_count=3505 5183 1631 1696 117 2507 1238 259 1534 2364 786 336 1181 356 697 128 1001 380 144 222 139 693 266 2438 316 1122 7093 316 377 227 754 internal_value=0 0.0080041 0.0041035 0.010446 0.00559583 0.0100431 0.0161092 0.0109022 -0.00296266 0.00513598 0.0105178 0.0154596 -0.178568 0.0243683 0.028057 0.0104199 0.188485 0.130283 0.20154 0.259757 0.313706 -0.113442 -0.00672787 -0.0382744 -0.0574245 -0.0440818 -0.139274 0.00133943 0.0152884 -0.00421343 internal_count=39006 33823 32192 30496 30379 27872 26634 26375 24841 22477 21691 21355 1537 19818 19121 17529 1381 1592 1182 960 821 410 16148 13710 13394 12272 7409 4863 4486 4259 Tree=742 num_leaves=22 split_feature=33 37 53 42 47 33 74 8 53 31 33 71 24 71 47 14 66 66 47 66 13 split_gain=9.66035 3.2492 2.55573 2.39071 2.7994 2.35771 2.6006 1.57588 0.998433 0.865343 0.823332 0.701707 0.439312 0.474728 0.400934 0.400744 0.353071 0.314281 0.177745 0.0149038 2.80122e-06 threshold=0.5 0.5 2.5 0.5 1.5 6.5 0.5 0.5 0.5 5.5 3.5 0.5 1.5 0.5 1.5 0.5 2.5 0.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=9 2 3 5 -5 6 7 8 11 12 -3 15 13 16 -7 17 19 -2 -19 -1 -14 right_child=1 10 -4 4 -6 14 -8 -9 -10 -11 -12 -13 20 -15 -16 -17 -18 18 -20 -21 -22 leaf_parent=19 17 10 2 4 4 14 6 7 8 9 10 11 20 13 14 15 16 18 18 19 20 leaf_value=-0.0255118 0.0188345 -0.0514834 -0.037144 0.0175795 -0.0478536 0.0455513 -0.0388762 -0.0180249 0.037348 -0.0110111 -0.0151161 -0.0117108 -0.050144 -0.0502113 0.0253263 0.027965 -0.0430748 -0.00569811 0.0115899 -0.0209368 -0.0500769 leaf_count=5669 293 2649 1449 341 373 988 905 531 656 2036 246 272 3625 4781 347 245 4095 332 334 2993 5846 internal_value=0 0.0190947 0.0616702 0.0912308 -0.187195 0.137181 0.0681378 0.115133 0.163712 -0.354116 -0.320639 0.113244 -0.389462 -0.34455 0.350083 0.153315 -0.296337 0.10433 0.0241633 -0.24144 -0.501074 internal_count=39006 9961 7066 5617 714 4903 3568 2663 2132 29045 2895 1476 27009 17538 1335 1204 12757 959 666 8662 9471 Tree=743 num_leaves=31 split_feature=8 71 87 29 60 66 74 41 22 31 65 13 7 66 85 59 46 27 33 59 59 47 37 13 85 9 69 70 8 61 split_gain=5.3601 5.04397 4.55886 4.64037 5.24025 4.64432 5.39556 5.21301 5.1273 4.54792 4.49298 4.48485 4.361 4.98992 4.82411 4.32462 4.26682 4.22324 4.04891 5.73462 5.01861 4.04138 6.22526 3.91132 3.39022 3.38075 3.23118 3.10137 3.92492 3.03836 threshold=12.5 1.5 3.5 1.5 0.5 3.5 1.5 3.5 0.5 0.5 1.5 1.5 0.5 9.5 3.5 7.5 1.5 0.5 0.5 6.5 1.5 0.5 0.5 1.5 1.5 0.5 6.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 16 25 -4 -9 12 13 21 -14 26 17 18 23 20 -20 22 -7 29 -11 -8 -3 -23 -29 -1 right_child=-2 15 9 -5 -6 11 8 10 -10 24 -12 -13 14 -15 -16 -17 -18 -19 19 -21 -22 27 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=29 0 26 9 3 4 22 25 10 8 24 10 11 14 13 14 15 16 17 20 19 20 27 22 23 24 25 26 28 28 29 leaf_value=0.00136757 -0.0472442 -0.0265964 -0.0520727 -0.0334202 0.0251358 0.0536527 0.0170198 0.0288266 -0.0413561 0.0484142 -0.0226016 0.0315645 -0.00857262 -0.0164419 0.0409128 0.0353434 0.0183613 0.013951 -0.0286994 -0.0879386 0.0218324 0.0184964 -0.0122375 -0.0308346 -0.0320722 0.0609267 0.022917 0.0045468 -0.0647702 -0.0176002 leaf_count=4318 1327 4779 2043 557 3273 581 1014 679 171 125 189 1177 2956 486 193 143 568 1257 3539 172 139 1565 207 4694 242 190 260 324 120 1718 internal_value=0 0.0155001 0.0301931 0.0386299 0.0456628 0.0309959 -0.0119841 -0.0382689 0.196269 -0.266703 0.176651 0.0976427 0.0652787 0.140614 -0.0393078 -0.158427 -0.0659827 -0.0880335 -0.114089 -0.259422 -0.196696 0.191459 0.381402 -0.0704997 0.0893058 0.27238 -0.213378 0.114305 -0.109506 -0.0370529 internal_count=39006 37679 32497 30087 29530 26257 18648 17273 1375 2410 868 7609 6432 3283 3149 5182 16405 15837 14580 3850 3678 2797 788 10730 367 1204 5039 2009 444 6036 Tree=744 num_leaves=31 split_feature=61 8 24 14 2 48 6 55 42 39 74 66 31 38 66 8 87 0 9 66 58 33 87 39 47 87 66 31 66 47 split_gain=3.39539 3.10167 3.08804 2.89395 3.04 3.7927 4.37241 3.18247 4.82612 3.68159 3.58269 3.36475 3.39704 4.58921 3.61342 4.67882 3.98838 5.2546 4.90899 3.66737 5.02624 3.39126 5.21454 4.20812 2.9744 2.84475 2.80311 2.79954 3.34618 3.90564 threshold=4.5 11.5 7.5 8.5 3.5 2.5 4.5 0.5 3.5 3.5 4.5 14.5 4.5 0.5 3.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 3.5 6.5 7.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 14 -14 15 16 18 19 -1 20 21 22 23 -18 -17 -11 -15 28 29 -9 right_child=-2 -3 -4 -5 -6 -7 -8 27 -10 25 -12 -13 13 26 -16 24 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=18 0 1 2 3 4 5 6 29 8 25 10 11 13 26 14 24 23 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00955415 -0.0280656 -0.0371827 -0.0374429 -0.0390468 -0.0433003 0.0297725 -0.0497148 0.00104932 -0.0347613 -0.0383687 -0.0475642 -0.030947 0.0468829 -0.0259722 -0.00974971 0.00750105 0.0618291 0.0767166 0.0182592 -0.00942861 0.0680963 0.0555904 -0.00992088 -0.00622531 0.0370652 0.0172573 0.0235538 -0.027722 0.0252215 0.0566098 leaf_count=8492 2404 1508 1200 1373 2862 754 260 1565 537 2751 1221 578 555 137 4651 991 273 203 728 1563 145 220 940 341 819 500 131 114 1074 116 internal_value=0 0.00312514 0.007888 0.0125976 0.0168357 0.0208666 0.0126223 0.0179379 -0.00595613 0.00542341 0.0171753 0.0234996 0.0324034 0.222833 0.0162652 0.0474352 0.0127563 0.116851 -0.0449939 0.08272 0.174831 0.107707 0.0497811 0.352353 0.216112 -0.255357 0.00680758 0.101342 0.122137 0.0458263 internal_count=39006 36602 35094 33894 32521 29659 28905 28645 25776 25239 21988 20767 20189 823 19366 14715 12905 3685 9220 3482 1919 1774 1554 614 1810 3251 268 2869 2755 1681 Tree=745 num_leaves=31 split_feature=87 14 30 39 68 77 52 44 74 31 83 70 47 66 35 89 9 67 42 65 37 84 59 21 66 12 21 13 38 80 split_gain=5.1516 4.68798 4.57428 4.49795 3.83774 3.61677 4.27553 3.60645 3.41188 3.88841 4.60494 4.06213 4.06033 3.59984 3.58783 3.45937 4.58254 3.72591 3.06259 3.23176 4.39236 3.86819 3.78606 4.65124 7.05195 5.3168 3.58517 3.03312 3.03606 3.54935 threshold=4.5 4.5 3.5 3.5 15.5 20.5 4.5 2.5 9.5 3.5 2.5 7.5 2.5 1.5 5.5 0.5 1.5 11.5 1.5 3.5 2.5 0.5 1.5 0.5 2.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 14 -11 -10 15 17 -17 18 19 20 22 26 23 25 -25 27 -22 28 29 -1 right_child=-2 -3 -4 -5 -6 -7 -8 -9 13 12 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 6 7 13 12 10 11 12 13 14 16 16 17 18 19 26 21 22 24 24 25 26 27 28 29 leaf_value=-0.00380465 -0.0437861 -0.0416979 0.0425334 -0.0261947 0.0444704 0.0416267 -0.0550409 -0.0389492 -0.0101031 -0.00130949 0.0528225 0.0463301 -0.02994 0.0367526 -0.0330105 0.00610381 0.0371355 0.0449376 -0.0326544 -0.0266203 0.0844091 -0.0192031 -0.0235793 -0.00188162 0.033724 0.0201138 0.0139929 -0.0328984 -0.0234027 0.0304964 leaf_count=6688 2001 2351 305 4140 620 157 550 347 169 1979 105 121 1102 489 788 2690 332 182 1139 488 112 116 2707 2891 1063 948 157 3350 724 195 internal_value=0 0.0141173 0.0196284 0.0138413 0.0223319 0.0174561 0.0125334 0.0167069 0.0216219 0.012283 0.0305891 0.0243704 -0.112157 0.226316 0.0180733 0.0251854 0.112271 -0.00279148 -0.0104593 -0.00129018 0.0105892 0.337907 -0.00306412 0.0141782 0.137912 -0.0286153 0.523375 -0.0640707 -0.0438216 -0.013434 internal_count=39006 37005 34654 34349 30209 29589 29432 28882 28535 27877 24796 24691 3081 658 24570 23782 3022 20760 20578 19439 18951 385 18566 15859 3954 11905 269 10957 7607 6883 Tree=746 num_leaves=31 split_feature=7 87 5 52 88 58 85 69 17 14 29 13 82 67 78 66 45 67 36 66 76 25 9 12 58 72 39 8 89 53 split_gain=5.45762 5.63073 4.27034 4.13349 4.57248 3.98006 6.28255 4.35211 3.96823 3.82179 2.9513 3.6064 2.88772 3.02347 2.72388 3.38921 2.6324 3.42851 6.52728 3.55774 2.95643 4.50342 4.44125 3.01573 2.87666 3.58402 2.88602 2.81772 2.64843 2.5865 threshold=5.5 1.5 0.5 1.5 7.5 7.5 3.5 2.5 2.5 2.5 2.5 3.5 5.5 8.5 0.5 11.5 0.5 1.5 0.5 7.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 1.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 -3 10 11 12 13 16 -2 -16 17 20 19 -19 22 23 24 -22 25 26 27 28 -1 -5 right_child=14 8 -4 29 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 14 8 2 29 4 5 6 7 8 9 10 11 12 13 15 15 16 19 18 19 23 21 22 23 24 25 26 27 28 29 leaf_value=0.00195929 0.0312165 -0.032458 -0.0411995 0.0220368 0.0532115 0.0396636 -0.0455834 -0.0288297 0.0239843 -0.0373031 0.0380949 -0.0357649 0.0358774 -0.048755 -0.0112436 0.0369475 -0.0167929 0.0373968 -0.0400138 -0.0132449 0.0157866 -0.0323348 -0.0290783 0.0743498 0.0146043 -0.0258481 -0.0331125 -0.0391157 0.0424239 0.000722973 leaf_count=7385 577 5889 618 1070 143 180 1059 2161 391 2427 221 2804 616 302 194 117 4267 773 147 149 274 145 1143 117 954 2043 1109 571 462 699 internal_value=0 -0.0134585 0.0021414 0.00913419 -0.0142724 -0.0211526 -0.0290835 -0.0165948 -0.242639 -0.00260898 0.00686323 -0.000565082 0.00913308 0.000986861 0.187538 0.039627 0.00723333 0.0225956 0.186082 0.285264 -0.000721706 0.243973 -0.0160714 0.414825 0.00575635 -0.0241291 0.00290807 0.0199449 0.0341495 0.130916 internal_count=39006 38118 31838 31220 29451 29308 29128 28069 6280 25908 23481 23260 20456 19840 888 311 19538 15271 1069 922 14202 536 13666 391 12523 11569 9527 8418 7847 1769 Tree=747 num_leaves=31 split_feature=29 42 14 8 39 2 85 69 82 64 44 24 85 10 65 53 9 67 59 36 35 41 69 39 91 30 59 28 77 17 split_gain=4.95159 5.6558 4.64088 4.28882 3.56018 3.49618 3.36986 2.98194 3.41091 3.21623 3.01523 2.99295 2.81975 2.80584 3.41572 2.97023 2.88936 3.03244 2.78466 2.55822 2.50401 2.48059 2.54391 2.62487 2.45533 2.31068 2.58097 2.89644 2.16777 2.04627 threshold=4.5 1.5 2.5 2.5 5.5 2.5 7.5 1.5 10.5 0.5 0.5 3.5 0.5 0.5 1.5 3.5 1.5 0.5 0.5 0.5 0.5 1.5 2.5 0.5 4.5 0.5 8.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 11 13 24 18 14 15 16 17 19 -11 -9 29 22 -16 -24 25 26 27 -1 -15 -14 right_child=-2 -3 -4 -5 -6 -7 -8 10 -10 12 -12 -13 20 28 21 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 0 1 2 3 4 5 6 19 8 18 10 11 29 28 22 15 16 17 18 19 20 21 23 23 24 25 26 27 28 29 leaf_value=0.00285446 0.053715 -0.0420756 -0.0347041 -0.0328217 -0.044285 -0.0377524 -0.0448489 0.0465202 -0.0521674 0.0165048 -0.0222877 -0.0282503 -0.000210356 -0.0255335 0.0259466 -0.0344915 -0.0202715 -0.0195733 -0.0280313 3.98971e-05 0.0615484 -0.00025836 0.042145 0.100082 0.0503324 -0.0348887 0.0458831 -0.0281783 0.0171833 0.0497873 leaf_count=14071 103 2841 3671 2076 2253 3135 663 727 254 696 486 2213 384 636 189 193 168 203 467 186 245 174 115 122 136 852 1027 319 300 101 internal_value=0 0.00519296 0.0142713 0.0232404 0.031973 0.0374719 0.043722 0.0488778 0.0265005 0.0322803 0.15028 0.0117922 0.179633 0.184292 0.244387 0.131857 0.191584 0.270639 0.0501714 0.35485 0.347119 0.422867 0.511526 0.696973 0.0226657 0.0170022 0.0240863 0.0172978 -0.0301477 0.182546 internal_count=39006 38903 36062 32391 30315 28062 24927 24264 20765 20511 3499 18618 1893 3013 2077 1477 1284 1116 1163 913 730 600 426 237 16405 16269 15417 14390 936 485 Tree=748 num_leaves=31 split_feature=16 52 47 59 41 35 87 18 74 31 65 84 39 33 24 14 36 58 10 87 42 69 17 77 0 0 63 8 39 42 split_gain=4.01195 3.92684 3.87874 5.00268 3.76751 3.38159 5.22911 3.39261 3.04881 4.09788 3.36617 3.0654 3.05307 3.04451 3.02922 2.98626 3.93327 4.52221 3.22117 2.98604 3.37983 3.04335 3.34617 3.31635 3.20638 3.03271 8.29091 5.02986 3.13695 2.99172 threshold=3.5 5.5 9.5 2.5 3.5 0.5 3.5 1.5 2.5 2.5 5.5 7.5 16.5 9.5 8.5 0.5 2.5 0.5 1.5 10.5 7.5 1.5 0.5 0.5 0.5 0.5 1.5 11.5 11.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 13 8 10 -10 11 12 15 14 -7 16 17 18 19 20 21 23 24 25 -23 27 -27 28 29 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 14 6 7 9 9 10 11 12 13 14 15 16 17 18 19 20 24 22 23 24 26 26 27 28 29 leaf_value=-0.00133636 -0.0523071 -0.0534414 0.0208919 -0.0421785 -0.0343193 -0.0105777 0.0110361 -0.0266638 -0.0672249 0.00939311 0.0436971 0.0167961 0.0196411 0.0428876 0.0149119 0.00307354 0.0321601 -0.0183032 -0.0311426 -0.0272338 0.0276818 -0.00118334 -0.0313507 -0.021256 -0.038627 0.0190391 -0.0236462 0.0174326 0.0236899 -0.0176852 leaf_count=6352 919 479 516 3210 855 6979 466 784 740 114 104 354 288 156 218 7744 230 1054 3121 106 131 784 352 786 141 1050 147 345 138 344 internal_value=0 -0.0027491 -0.00164812 -0.00439964 -0.00258589 -0.000904788 -0.0533826 0.00893709 0.01117 -0.317512 0.0128661 0.0114073 0.00779622 -0.0842673 -0.0910875 0.00474216 -0.0172851 -0.0213962 -0.011366 -0.00727861 -0.00293079 -0.00767007 -0.100322 0.00543309 -0.0497865 0.0123601 0.107334 -0.00264155 -0.0181036 -0.0253805 internal_count=39006 38087 37608 37092 33882 33027 7819 25208 24424 854 23570 23466 23112 7353 7197 22824 15080 14850 13796 10675 10569 10438 1277 9161 925 8376 1197 7179 6834 6696 Tree=749 num_leaves=31 split_feature=77 56 67 14 70 47 41 16 15 76 44 61 21 71 28 59 15 75 69 0 42 63 69 42 91 69 61 4 58 54 split_gain=3.50638 3.20269 2.79861 3.00474 3.42985 2.79837 3.79222 3.26148 3.24736 3.31693 3.2119 4.60813 4.27222 4.21928 4.85266 4.15696 5.52173 3.16297 3.14257 3.19298 3.08523 3.04859 3.04719 2.95496 4.29884 2.88786 3.14335 2.83061 2.85758 2.7207 threshold=1.5 1.5 1.5 0.5 1.5 3.5 2.5 1.5 9.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 2.5 2.5 1.5 1.5 8.5 3.5 1.5 4.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 4 -4 6 7 8 9 18 12 -12 13 14 15 16 -7 -18 19 23 -11 22 25 24 27 -20 -27 28 -1 -16 right_child=-2 -3 3 -5 -6 10 -8 -9 -10 20 11 -13 -14 -15 29 -17 17 -19 21 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=28 0 1 4 3 4 16 6 7 8 20 11 11 12 13 29 15 17 17 25 19 20 21 22 23 24 26 26 27 28 29 leaf_value=0.000675585 -0.0254455 -0.0354226 -0.0490654 0.00581896 0.0169737 0.00742707 -0.0297214 -0.0285151 0.0218656 -0.00549837 -0.0460182 0.0297718 -0.00492221 -0.0231063 0.0187167 -0.0184578 0.0364723 -0.0039693 0.00740982 -0.0310005 -0.0410567 -0.0077686 -0.0129386 0.0134319 -0.0305336 0.0100069 0.037378 -0.0218001 -0.0285429 0.0776785 leaf_count=19057 1626 2310 1109 294 362 1645 1750 1178 270 934 268 176 1265 233 114 445 516 113 1138 400 149 373 146 419 1191 260 297 552 314 102 internal_value=0 0.00942605 0.0109737 -0.178361 -0.343308 0.0135823 0.00433393 0.00696828 0.0093275 0.00602297 0.0677172 -0.219936 0.0814083 0.123418 0.143624 0.120631 0.146554 0.304299 0.0103447 -0.000267262 -0.160048 0.0760889 0.107758 0.00239074 -0.00343402 0.132511 0.237691 0.000432438 0.00399626 0.522316 internal_count=39006 37380 35070 1765 1471 33305 28428 26678 25500 25230 4877 444 4433 3168 2935 2719 2274 629 24147 21933 1083 2214 1841 21533 21114 1695 557 19923 19371 216 Tree=750 num_leaves=31 split_feature=16 91 79 59 42 42 8 75 14 7 24 33 71 42 87 78 85 86 71 61 53 91 23 0 24 62 54 79 8 85 split_gain=4.86745 4.15856 3.83759 4.36213 6.98183 5.81079 4.46816 4.35919 4.2818 4.09934 3.83852 3.95636 3.72744 3.51371 3.22919 3.26126 3.1885 3.05509 6.00874 3.78216 3.30806 3.10879 2.87411 2.85107 3.37894 3.36068 3.27079 2.80079 3.30572 4.56838 threshold=1.5 3.5 2.5 0.5 1.5 4.5 1.5 0.5 8.5 1.5 4.5 4.5 2.5 0.5 5.5 0.5 1.5 0.5 0.5 1.5 3.5 0.5 0.5 5.5 6.5 0.5 0.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 8 6 7 9 23 10 11 17 -9 14 15 -12 22 20 -19 -20 21 -1 -15 24 25 26 27 28 29 -5 right_child=-2 -3 -4 4 -6 -7 -8 12 -10 -11 13 -13 -14 16 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 0 1 2 29 4 5 6 12 8 9 15 11 12 22 14 15 16 18 19 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00317414 -0.0405389 -0.0531973 -0.0409358 -0.0193077 0.0335296 -0.0331242 -0.0349181 -0.0218425 0.0355342 -0.031263 0.0103239 0.060002 0.033457 0.0368889 0.050272 0.0566922 -0.0356366 -0.00793291 0.0500319 -0.00100102 -0.0247647 0.0122565 -0.0245772 0.0421298 -0.0437768 -0.0460117 -0.0303242 0.0406905 0.056885 0.0256282 leaf_count=8986 2564 651 2955 2051 517 660 2965 3715 195 1489 1385 1335 153 102 154 102 243 914 379 260 1257 1461 119 115 307 706 1469 1125 472 200 internal_value=0 -0.00334747 0.000339432 0.00476004 0.10902 -0.0151985 -0.00474877 0.00286795 0.0174115 0.018407 0.0265245 0.0017897 -0.165486 0.130747 0.186049 0.141468 -0.0917213 -0.00370592 0.138845 0.34513 -0.0216786 -0.00785391 0.120169 -0.035437 -0.065545 -0.0188747 0.0251922 0.0885658 0.0217746 -0.033722 internal_count=39006 36442 35791 32836 7157 25679 25019 22054 6640 18186 16697 14592 3868 2105 1641 1487 464 13257 1553 639 11704 10447 221 6445 6330 6023 5317 3848 2723 2251 Tree=751 num_leaves=23 split_feature=33 33 16 10 0 74 42 47 3 33 69 39 70 47 39 47 23 63 23 24 33 39 split_gain=7.90694 2.94114 2.84618 2.29925 2.08891 1.68409 1.53435 1.65097 1.37944 1.41623 0.877057 0.820273 0.772399 1.04251 0.710627 0.695638 1.21304 0.63732 0.793187 0.684011 0.112934 9.84172e-06 threshold=0.5 16.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 2.5 0.5 1.5 0.5 1.5 0.5 1.5 0.5 2.5 1.5 0.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=10 2 3 4 5 6 8 -8 9 15 11 17 13 14 -11 16 -2 18 19 -1 -4 -12 right_child=1 -3 20 -5 -6 -7 7 -9 -10 12 21 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_parent=19 16 1 20 3 4 5 7 7 8 14 21 11 12 13 14 15 16 17 18 19 20 21 leaf_value=-0.0105725 0.0132114 0.0501408 -0.0439259 -0.0336051 -0.033996 -0.0244567 0.0144918 -0.0391118 -0.0184693 0.0449393 -0.0502276 -0.0501195 0.0459929 -0.00171856 0.0141041 0.0267122 -0.0249738 -0.00336648 -0.0502537 -0.0410708 -0.0295397 -0.0501008 leaf_count=4015 462 484 1767 2110 756 809 365 245 389 484 4387 5048 240 200 174 524 721 1858 5148 2954 193 5673 internal_value=0 0.00350611 -0.0231316 0.0164479 0.0510257 0.0821263 0.114521 -0.122462 0.159242 0.192174 -0.338729 -0.283241 0.291294 0.21831 0.319377 0.063624 -0.00701845 -0.231251 -0.286437 -0.206099 -0.364758 -0.501587 internal_count=39006 9923 9439 7479 5369 4613 3804 610 3194 2805 29083 19023 1098 858 658 1707 1183 13975 12117 6969 1960 10060 Tree=752 num_leaves=31 split_feature=87 2 92 63 14 29 38 22 36 64 90 15 6 56 39 82 11 14 18 71 12 0 24 10 31 78 79 88 74 7 split_gain=5.19017 4.66192 4.35912 4.29424 3.98146 3.69574 3.43025 3.87437 3.81389 4.29545 3.96567 5.04666 3.88046 4.18387 3.85121 5.38028 4.90175 3.66196 3.58961 3.41123 3.40274 3.36183 4.67258 3.45784 3.18875 4.50537 3.11401 3.03266 2.99738 4.24674 threshold=2.5 4.5 4.5 3.5 2.5 1.5 2.5 1.5 1.5 0.5 3.5 1.5 2.5 1.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 3.5 5.5 0.5 2.5 0.5 2.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -2 5 6 8 26 10 -10 12 -12 13 14 15 19 -16 -15 20 21 -17 22 23 27 25 -23 -8 28 29 -1 right_child=3 -3 -4 -5 -6 -7 7 -9 9 -11 11 -13 -14 17 16 18 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 3 1 2 3 4 5 26 7 9 9 11 11 12 17 16 20 16 17 18 19 20 25 22 23 24 25 26 27 28 29 leaf_value=-0.000395696 -0.0402943 0.0313881 0.0503357 0.00153989 -0.0270158 -0.0325024 0.0215589 0.0683503 -0.0376433 0.0207452 -0.0111151 0.0745467 -0.0388167 0.00944783 -0.0237393 -0.0311228 0.0322548 0.0493826 0.0229262 -0.0237331 0.0030324 0.0207627 -0.0341269 0.0400568 -0.0037561 0.0823796 -0.0214483 -0.0334736 0.0151891 0.0607211 leaf_count=7661 3313 2478 113 593 3700 562 635 145 1095 311 240 123 443 1687 5952 1279 592 254 496 891 370 460 782 1358 285 106 175 237 2254 416 internal_value=0 0.0135967 0.00538066 -0.22043 0.000621329 0.00869208 0.014952 0.187668 0.00351513 -0.230007 0.0135428 0.385021 0.00670679 0.0131154 -0.00784318 0.0109558 -0.165118 0.145411 -0.156964 0.0384939 -0.213661 0.0508665 0.0307481 0.0453893 0.225538 0.348201 0.115216 0.0335941 0.0439009 0.00818329 internal_count=39006 35100 32622 3906 32509 28809 28247 955 27292 1406 25886 363 25523 25080 23139 16595 6544 1941 2145 14450 1649 13559 12708 11926 851 566 810 10568 10331 8077 Tree=753 num_leaves=31 split_feature=37 52 14 8 39 84 12 61 59 69 43 6 84 0 87 65 24 30 75 87 37 41 62 21 15 23 71 88 85 58 split_gain=3.62538 5.22761 4.48886 3.389 3.38959 4.16121 3.91172 3.87674 3.53162 3.02833 2.70241 2.80906 3.03012 2.52738 5.77695 2.82052 3.76173 3.44828 3.31559 3.01691 2.97924 4.58763 3.70299 3.56244 4.52168 6.18421 3.11304 3.01708 3.0226 2.47754 threshold=1.5 1.5 3.5 4.5 2.5 1.5 0.5 2.5 2.5 1.5 6.5 4.5 6.5 1.5 0.5 0.5 2.5 0.5 0.5 11.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 5.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 -6 7 13 9 -8 11 12 -2 15 -15 16 19 18 -17 20 22 23 26 24 25 -22 27 28 29 -1 right_child=10 -3 -4 -5 5 -7 8 -9 -10 -11 -12 -13 -14 14 -16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 12 1 2 3 5 5 9 7 8 9 10 11 12 14 14 18 16 17 18 19 25 21 22 23 24 25 26 27 28 29 leaf_value=-0.0002163 0.012181 -0.0311177 -0.034592 -0.0265116 -0.0235428 0.0350161 -0.0277558 -0.0299928 0.0344772 0.00748993 0.0476796 -0.0423021 -0.0226392 0.00107748 0.0761472 0.00984443 -0.0186098 -0.0313935 0.0386115 -0.0418506 0.0817586 0.0599373 0.044311 -0.0405471 -0.0244202 0.00547322 -0.03237 -0.0278561 0.0328881 0.0265177 leaf_count=7516 3899 1914 2434 1917 5273 208 2585 1358 747 414 178 212 247 522 227 2371 1913 425 725 144 107 327 364 255 212 317 605 887 207 496 internal_value=0 -0.0261568 -0.0134684 -0.00371167 0.00593144 -0.161738 0.0215228 0.0426399 -0.134626 -0.186755 0.0917394 0.0696871 0.0886272 0.0534695 0.287804 0.0428221 0.0142369 0.144656 0.180063 0.039056 0.0488507 0.210418 0.0208719 0.0891764 0.186284 0.355713 0.00526082 0.0227289 0.042195 0.0203757 internal_count=39006 34470 32556 30122 28205 5481 22724 18978 3746 2999 4536 4358 4146 17620 749 16871 13350 3521 3096 11437 11293 1218 10075 891 636 424 9711 9106 8219 8012 Tree=754 num_leaves=31 split_feature=87 2 75 18 30 57 44 42 52 77 74 88 10 76 90 68 71 57 64 59 35 33 31 86 39 40 41 23 21 41 split_gain=5.92494 4.83031 4.60529 4.32536 4.13252 3.93102 4.39318 4.25947 3.63822 3.67435 3.74086 3.37014 3.23927 3.69067 4.06285 3.50218 2.87372 2.75264 2.66986 2.52766 2.53064 2.59032 2.45083 2.26394 2.28766 4.86672 3.13709 2.94998 2.71245 2.63954 threshold=1.5 1.5 2.5 12.5 3.5 21.5 2.5 1.5 5.5 20.5 9.5 1.5 2.5 0.5 1.5 4.5 3.5 3.5 2.5 10.5 5.5 3.5 8.5 3.5 1.5 0.5 3.5 2.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 -2 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 26 27 29 -26 -27 -1 right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31 leaf_parent=29 2 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 27 28 26 27 28 29 leaf_value=0.00398212 -0.0344453 0.0316556 0.0285222 0.053295 0.0422551 0.0518404 -0.0440183 -0.0244934 -0.0498353 0.0445638 0.0235602 0.0148722 -0.0259576 -0.0268127 -0.0279054 0.0300913 -0.0429561 0.0340007 0.0318846 -0.0450765 -0.0348516 -0.038548 -0.0367384 -0.0355699 -0.0341111 -0.00216778 -0.0310251 0.00799693 0.0601281 0.0272039 leaf_count=8563 5913 280 155 390 272 216 362 1786 432 142 623 2507 3361 967 582 536 1468 178 172 1106 606 1819 375 250 3572 410 708 333 196 726 internal_value=0 -0.204486 -0.274232 0.0141352 0.00960554 0.00412083 -0.000124047 0.00546581 0.0151115 0.0192842 0.0141679 0.00401824 -0.0106156 -0.00161348 0.008314 0.018827 0.00925738 0.0144764 0.00765737 0.000593671 0.00530901 0.0113941 0.0170427 0.0226386 0.0279675 -0.106984 0.0432762 -0.22744 0.251141 0.0521988 internal_count=39006 6348 6068 32658 32268 31996 31780 31418 29632 29200 29058 28435 25928 22567 21600 21018 20482 19014 18836 18664 17558 16952 15133 14758 14508 4511 9997 3905 606 9289 Tree=755 num_leaves=31 split_feature=71 87 61 39 8 44 40 88 7 16 86 42 90 77 67 25 19 17 52 47 85 35 78 8 12 15 62 85 40 67 split_gain=4.35211 4.22979 3.68568 3.96366 3.78109 3.67809 2.56806 2.63292 2.76879 3.84978 2.50584 2.43604 2.32948 2.79788 3.20999 4.28458 3.11961 2.70515 2.57309 4.01852 5.61697 3.50499 3.63178 4.95509 3.21406 3.83473 3.17621 3.54523 2.90545 2.87463 threshold=4.5 3.5 16.5 4.5 3.5 0.5 5.5 5.5 5.5 9.5 7.5 1.5 12.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 18 16 -16 -17 21 20 -20 24 23 -23 29 -26 27 -22 -29 -1 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 17 -18 -19 19 -21 26 22 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=29 0 1 2 3 4 5 6 7 8 9 10 11 12 13 16 17 16 17 20 19 27 23 22 23 25 25 26 28 28 29 leaf_value=-0.0177341 -0.0442276 -0.0362826 0.0450526 -0.0288233 -0.0311557 -0.0241408 0.0370771 0.0343587 0.0161619 0.0449818 0.0429001 -0.036678 0.0333336 -0.0166454 -0.00238521 0.0698206 0.0429426 0.0164211 -0.00648528 -0.00407216 0.0694212 0.0116285 -0.0274578 -0.0252093 0.038479 -0.0140557 -0.00395306 -0.0074241 0.0472013 0.0130628 leaf_count=10573 1939 2694 146 2954 2368 2095 135 228 754 110 125 1358 145 2502 728 166 145 238 982 1314 322 2810 353 533 736 1150 161 255 168 820 internal_value=0 0.00934333 0.0160554 0.0109551 0.0190137 0.0261587 0.0349313 0.0298914 0.0242765 0.0105484 0.00398393 -0.000498208 0.00461112 -0.000908864 0.0124773 0.149635 0.0503554 0.439502 -0.00755802 0.0712932 0.193178 -0.0395744 0.0327642 0.0667076 -0.106415 0.115538 0.347612 0.440651 0.243987 -0.144849 internal_count=39006 37067 34373 34227 31273 28905 26810 26675 26447 25693 25583 25458 24100 23955 21454 1277 873 404 20177 3202 1888 16975 3696 3343 13279 1886 906 745 423 11393 Tree=756 num_leaves=31 split_feature=13 63 14 55 30 65 85 39 82 39 33 71 85 8 28 86 66 17 23 68 84 52 35 88 23 23 23 84 80 91 split_gain=4.90275 3.9056 3.61133 2.90021 2.95284 3.37506 3.90866 4.64699 4.6191 3.54386 3.19253 3.05843 3.03905 3.29144 2.89051 2.76163 2.50876 2.34649 2.30756 2.09973 1.97636 2.18399 2.16415 1.96273 1.88663 1.73546 1.67781 1.89556 3.47948 3.95116 threshold=4.5 9.5 3.5 0.5 0.5 1.5 0.5 0.5 0.5 4.5 4.5 2.5 3.5 1.5 3.5 0.5 3.5 1.5 2.5 4.5 0.5 3.5 0.5 0.5 5.5 0.5 17.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 9 15 17 16 10 11 12 13 14 19 24 -9 23 -15 26 21 22 -5 -8 -7 -14 27 28 -1 -30 right_child=-2 -3 -4 20 -6 6 7 8 -10 -11 -12 -13 25 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=28 0 1 2 22 4 24 23 16 8 9 10 11 25 18 14 15 16 17 18 19 20 21 22 23 24 25 26 27 29 29 leaf_value=0.00375177 -0.0367473 -0.0514147 -0.0363451 -0.0274778 -0.022499 0.000443724 -0.0141175 0.115203 0.00851417 -0.0511841 -0.052277 -0.0369233 0.00633704 -0.0511441 -0.0371314 0.0212035 0.0553627 0.0451369 -0.000683972 -0.0315687 -0.0365727 0.0343 0.010128 0.0305289 -0.0383649 -0.0419427 0.035125 0.0189056 0.0117963 0.0680443 leaf_count=11452 5061 1505 2699 1929 1951 1093 298 222 170 1267 1792 770 440 613 156 696 154 147 810 658 863 115 729 103 280 774 123 1593 374 169 internal_value=0 0.0226115 0.0276456 0.034094 0.0467383 0.0550512 0.160858 0.306351 0.552123 0.029903 0.0362861 0.0419239 0.0493418 0.0596372 0.0713912 0.0505678 0.774873 0.126328 -0.234418 0.0785215 -0.128724 -0.0465814 -0.120942 0.00724901 -0.0728738 -0.250333 0.084432 0.0773496 0.0577301 0.291719 internal_count=39006 33945 32440 29741 26105 24154 3163 1094 546 20991 19724 17932 17162 15948 14525 2069 376 548 1423 14369 3636 2773 2658 401 1373 1214 13711 13588 11995 543 Tree=757 num_leaves=31 split_feature=63 66 70 47 0 12 25 39 19 42 87 24 55 39 85 42 24 87 78 23 24 65 14 13 71 53 58 41 36 87 split_gain=3.4453 6.82575 4.77042 5.08078 5.09836 5.07397 4.25559 4.28008 4.26598 5.5215 4.18058 3.93104 3.9207 5.28446 4.62315 5.62922 5.91421 5.7818 5.25821 4.95641 4.72271 4.1893 5.84772 4.1623 4.11583 3.90833 3.81922 3.81761 3.63373 3.4563 threshold=5.5 8.5 0.5 5.5 1.5 0.5 0.5 3.5 0.5 1.5 3.5 2.5 0.5 3.5 1.5 0.5 5.5 2.5 0.5 1.5 7.5 0.5 3.5 3.5 6.5 7.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 5 -5 8 11 12 25 27 -8 14 -14 21 16 17 18 23 -18 -17 22 24 28 26 -10 -1 -4 -16 -2 right_child=29 -3 10 4 -6 -7 7 -9 9 -11 -12 -13 13 -15 15 20 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 29 1 27 5 4 5 11 7 25 9 10 11 13 13 28 20 19 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.00135769 -0.00280243 -0.0299645 -0.00816302 0.0258154 -0.0153055 -0.00885345 -0.0302623 0.00159904 -0.0179088 0.00876199 0.0156636 0.00475184 -0.0182786 0.011816 0.0121107 0.013937 -0.0277913 -0.00672955 -0.0347064 0.0158792 0.0574165 -0.0118167 0.0138468 0.0311233 0.0379275 0.0429608 -0.0547991 -0.0291376 -0.0274034 0.00989129 leaf_count=9367 912 2680 3302 984 250 318 5531 524 2757 432 169 332 1321 267 916 850 325 567 162 112 116 1885 917 422 110 218 103 1477 132 1548 internal_value=0 -0.0154438 -0.0113021 -0.00179391 0.123341 0.183767 -0.0096671 -0.122926 -0.00192271 -0.093122 -0.0990812 -0.222148 0.00837761 -0.102159 0.0170703 0.0680395 0.0229609 0.0599216 0.124378 -0.167016 0.171221 -0.00690718 0.00772872 0.148211 -0.0119443 -0.15941 -0.0172679 -0.128348 0.0908955 0.0507158 internal_count=39006 36546 33866 28918 1552 1302 27366 6387 20979 3407 4948 5863 17572 1588 15984 3602 2636 2199 1632 437 966 12382 10497 1470 9580 2975 9470 4779 1048 2460 Tree=758 num_leaves=31 split_feature=50 56 91 21 33 26 17 41 69 14 49 6 36 71 39 42 3 20 73 75 9 84 47 44 23 64 24 66 12 71 split_gain=4.15112 3.4211 2.83229 3.36052 3.18039 2.9646 3.15723 3.05568 3.4396 2.92435 3.65406 3.68184 3.53531 2.93992 2.87364 2.74952 3.63827 2.92899 4.27702 2.83052 3.23828 2.67454 2.61833 4.46851 5.17935 5.04246 4.38696 4.78086 4.07786 4.18934 threshold=0.5 1.5 0.5 4.5 0.5 0.5 1.5 0.5 2.5 2.5 8.5 1.5 0.5 6.5 0.5 13.5 2.5 1.5 0.5 1.5 3.5 0.5 3.5 0.5 0.5 0.5 2.5 2.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 9 5 6 7 8 -4 10 11 13 -11 15 -14 16 17 19 -19 20 22 -8 28 24 26 -26 -24 -28 29 -1 right_child=-2 -3 4 -5 -6 -7 21 -9 -10 12 -12 -13 14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_parent=29 0 1 8 3 4 5 21 7 8 12 10 11 14 13 14 15 16 18 18 19 20 21 26 23 25 25 27 27 28 29 leaf_value=-0.00233087 -0.0390014 -0.0373786 -0.00142974 -0.0354972 -0.0208741 0.0253613 -0.0503203 -0.0154407 0.0280547 0.00433894 0.0557045 -0.0423938 0.00342743 -0.0335541 0.0378063 0.0252905 -0.0565597 0.0304592 -0.0273868 -0.0167326 -0.0275914 0.0067407 0.00120951 -0.0352293 0.00494632 -0.0377692 0.0412629 -0.00662629 -0.05861 0.00615378 leaf_count=12207 1095 2257 1616 465 2727 960 467 1277 213 3050 133 772 123 122 188 116 1542 331 193 2080 280 125 369 218 1944 200 389 156 239 3152 internal_value=0 0.00492483 0.00650084 0.0138391 -0.0611147 -0.0225654 -0.0467889 -0.0186051 0.0422861 0.0156086 0.00321769 0.00158383 0.0616613 0.00373282 0.239737 0.00589586 0.00309957 0.0047249 0.192167 0.000743649 0.00512563 -0.321756 0.00820187 0.066626 0.0834107 0.0181341 0.213266 0.319952 -0.00389389 -0.0016121 internal_count=39006 37911 35654 28269 7385 4658 3698 3106 1829 27804 24443 24310 3361 23538 311 23416 23300 21758 524 21234 19154 592 18874 3276 3058 2144 914 545 15598 15359 Tree=759 num_leaves=31 split_feature=80 72 33 47 70 75 41 13 66 14 85 14 11 20 39 53 84 54 55 47 73 69 42 39 64 71 8 24 43 78 split_gain=4.46361 3.84264 3.86866 5.52875 4.1913 3.36864 3.72996 4.36032 4.66941 4.0428 4.01043 3.2865 3.35118 3.26703 3.07406 3.57751 3.05916 3.05736 2.90449 2.87346 2.78954 2.75575 2.42864 2.7355 2.39264 3.48433 2.37803 2.71735 2.31962 3.33799 threshold=0.5 2.5 3.5 1.5 1.5 1.5 0.5 0.5 3.5 13.5 7.5 1.5 0.5 1.5 1.5 0.5 1.5 1.5 3.5 3.5 0.5 2.5 0.5 0.5 0.5 3.5 1.5 3.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -4 5 6 7 8 11 10 13 14 20 17 21 -16 -11 18 19 26 22 -1 -13 -24 -9 -26 27 28 29 -8 right_child=-2 -3 3 -5 -6 -7 9 24 -10 16 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_parent=21 0 1 3 3 4 5 29 24 8 16 10 22 12 13 15 15 16 17 18 19 20 21 23 23 25 25 26 27 28 29 leaf_value=-0.0254572 -0.0324225 0.0617449 -0.00794893 0.0842694 -0.039004 -0.0308653 0.0010312 0.00339711 -0.043662 -0.0140973 0.0389529 -0.00437349 -0.0397935 -0.0490538 0.0159502 -0.0358867 0.0436973 -0.0436006 -0.0305456 -0.0185182 0.0492741 0.0167535 0.045086 -0.00965785 -0.0238227 0.024058 0.0518771 0.0187822 -0.026126 0.0392433 leaf_count=4982 2005 1130 1345 750 1760 2512 3459 8908 3112 102 190 1162 196 449 427 339 226 521 176 943 163 181 103 117 1045 207 423 824 862 387 internal_value=0 0.00384113 0.000876749 0.384182 -0.00392395 0.00130392 0.00660895 -0.0219582 -0.101284 0.0714337 0.0453535 -0.071229 0.0342228 0.0244802 -0.144527 0.0309712 0.323037 0.0365329 0.0491136 0.0654659 0.0786983 -0.214358 0.03608 0.248374 0.0173585 -0.136719 0.0894062 0.0767356 0.0191223 0.0487132 internal_count=39006 37001 35871 2095 33776 32016 29504 20942 10782 8562 8234 7670 1741 8044 5929 766 328 7595 7074 6898 1545 5163 1382 220 10160 1252 5955 5532 4708 3846 Tree=760 num_leaves=25 split_feature=33 33 33 23 10 36 88 14 47 69 13 84 14 66 47 23 33 24 85 66 23 66 47 39 split_gain=6.85143 2.2623 1.89327 2.31023 1.78626 1.72269 1.12711 1.07879 1.33302 1.01558 0.966235 0.852574 1.36088 1.62201 1.05243 0.825066 0.820172 0.684922 0.643978 0.433883 0.548 0.268416 0.248331 8.68235e-06 threshold=3.5 0.5 16.5 5.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 2.5 0.5 2.5 5.5 0.5 0.5 3.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 9 3 6 5 11 7 8 16 10 18 12 13 17 -14 -10 -2 22 19 20 -1 -9 -3 -11 right_child=2 4 -4 -5 -6 -7 -8 21 15 23 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_parent=20 16 22 2 3 4 5 6 21 15 23 10 11 14 13 14 15 16 17 18 19 20 21 22 23 leaf_value=-0.00780847 0.00499476 0.0162814 0.0497062 -0.0378908 -0.0513529 -0.0425866 -0.0122119 0.0474588 -0.0302102 -0.0502182 -0.0501047 -0.0291468 -0.00397601 -0.0433663 0.0371092 0.00944923 0.0413266 -0.0188151 -0.0375314 0.00295905 -0.0352468 0.025128 -0.00249753 -0.0500965 leaf_count=2703 113 316 485 269 2602 1138 177 174 133 4399 5444 878 374 929 519 157 540 813 4114 2684 4067 120 191 5667 internal_value=0 -0.207641 0.106329 0.0603063 -0.11097 -0.0709443 0.11615 0.172758 0.0861024 -0.322069 -0.261643 -0.0228084 0.012932 -0.0791771 0.201466 -0.0995881 0.242388 0.00773718 -0.204038 -0.137462 -0.201328 0.357128 0.0904365 -0.501524 internal_count=39006 36838 2168 1683 7760 5158 1414 1237 943 29078 19012 4020 3142 2249 893 290 653 1320 13568 9454 6770 294 507 10066 Tree=761 num_leaves=31 split_feature=42 8 10 38 66 71 4 13 63 47 92 91 58 27 74 25 17 91 46 39 12 24 10 89 66 35 64 74 63 63 split_gain=5.42196 5.33512 4.74115 4.81612 4.32975 4.31017 3.70484 3.67161 3.6462 3.57023 3.30684 3.62943 3.81636 3.40385 3.32713 3.2618 3.1679 3.04092 3.00518 2.79122 4.71325 3.02979 3.49435 3.20521 3.53749 6.56495 6.08941 3.89704 3.53473 3.97865 threshold=1.5 12.5 6.5 2.5 2.5 1.5 2.5 7.5 3.5 1.5 0.5 0.5 10.5 0.5 14.5 2.5 3.5 3.5 0.5 0.5 1.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 8.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -4 6 7 10 18 -2 11 12 13 14 19 17 -7 -13 -5 21 -21 22 -1 24 26 28 27 -23 29 -26 right_child=9 -3 4 8 -6 16 -8 -9 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 -20 20 -22 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=22 9 1 4 18 4 16 6 7 8 9 10 17 12 13 14 15 16 17 18 20 20 27 22 23 29 25 26 27 28 29 leaf_value=-0.013816 -0.0340374 -0.0472916 0.0455169 0.0208084 -0.0229924 -0.025242 -0.0453733 -0.0511368 -0.027748 0.00293644 0.0167835 0.00859934 0.046169 0.015982 0.0427752 0.0291521 0.0246507 -0.0223564 0.0671061 -0.0196639 0.0332405 -0.0239577 0.0092907 -0.0254958 0.0241633 -0.0073427 0.0476504 0.0206786 -0.0154614 0.0704175 leaf_count=4074 2066 1304 3154 746 148 4026 135 2110 132 778 1510 3964 183 1097 390 802 201 390 146 6617 339 1097 1236 398 413 594 145 208 201 402 internal_value=0 0.0222978 0.0280618 0.0190798 0.313758 0.00595063 0.0193151 0.0242921 0.223864 -0.204035 0.0286938 0.0133065 -0.0190375 -0.0270341 -0.0456887 0.0939939 -0.185636 0.0524988 0.291252 -0.0536036 -0.151841 -0.0210677 -0.0828198 0.0537232 0.088722 0.19696 -0.0339275 -0.129429 0.368486 0.446506 internal_count=39006 36162 34858 31556 3302 30532 26305 26170 1024 2844 24060 22550 17394 17211 16114 5156 4227 4354 892 15724 6956 8768 5310 3458 3060 1610 1450 1305 1016 815 Tree=762 num_leaves=31 split_feature=8 69 24 84 35 14 73 83 80 21 10 64 53 55 39 44 12 36 88 70 54 89 16 86 39 35 48 54 85 23 split_gain=4.16372 3.2138 3.5974 3.20597 3.00329 2.81519 2.74265 3.20208 3.19174 3.96784 3.75035 2.93571 2.97756 2.59928 3.44485 2.52492 2.81825 2.5284 3.21416 2.99823 2.45492 3.04859 3.16591 2.66851 2.37844 2.36469 2.60561 6.75646 2.43921 2.29946 threshold=9.5 12.5 6.5 8.5 5.5 9.5 6.5 0.5 0.5 0.5 0.5 0.5 2.5 2.5 4.5 3.5 1.5 1.5 1.5 1.5 1.5 0.5 0.5 0.5 1.5 1.5 1.5 0.5 0.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 29 13 12 -11 14 25 16 17 18 19 20 21 22 -12 -24 -15 26 -1 -28 -27 -10 right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 11 15 -13 -14 24 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 28 27 -29 -30 -31 leaf_parent=26 0 1 2 3 4 5 6 7 29 12 22 11 12 24 14 15 16 17 18 19 20 21 23 23 24 28 27 27 28 29 leaf_value=-0.0014068 -0.0381906 0.0356136 -0.0347772 -0.0311293 -0.0452244 -0.038758 -0.048991 -0.0353635 0.0408876 -0.00573523 -0.00560613 -0.0287528 0.045249 0.00518095 -0.0354768 0.0446464 -0.0309893 0.0344783 -0.0364917 0.0431934 -0.0365202 0.0344946 0.048933 0.000408085 0.0423946 -0.0358916 0.0670455 -0.0330303 -0.00113575 -0.00711176 leaf_count=16315 1828 163 1784 359 1002 1542 408 763 517 277 3918 309 318 217 2334 114 725 403 1042 207 293 906 367 222 108 1272 255 171 759 108 internal_value=0 0.00319622 -0.00201894 0.0040281 0.0100406 0.0139557 0.0182166 0.0215317 0.026808 0.168101 0.012647 0.000703866 0.142726 -0.0150316 -0.0292153 0.106101 0.0837091 0.106744 0.070573 0.0995254 0.0617907 0.0885739 0.0297038 0.254417 0.1488 -0.0189365 -0.00448971 0.292114 -0.182956 0.33122 internal_count=39006 37178 37015 35231 34872 33870 32328 31920 31157 1529 29628 904 595 21431 21106 8197 8083 7358 6955 5913 5706 5413 4507 589 325 18772 16741 426 2031 625 Tree=763 num_leaves=31 split_feature=34 13 14 77 86 12 35 74 66 47 42 76 88 48 74 68 9 78 87 63 43 82 39 66 31 39 88 92 50 25 split_gain=4.92656 5.08485 4.38305 4.37373 4.71593 3.98675 3.92703 3.37218 4.20321 3.8013 3.7128 3.37171 3.72894 3.77926 3.21953 3.0828 3.00274 6.51328 3.91091 3.25778 3.84102 2.63038 2.58271 2.40388 2.25725 2.51097 2.93086 2.30167 2.38992 2.4201 threshold=6.5 4.5 4.5 23.5 1.5 9.5 0.5 9.5 1.5 4.5 1.5 0.5 1.5 2.5 0.5 3.5 1.5 0.5 1.5 1.5 0.5 8.5 0.5 0.5 8.5 1.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 -6 9 -9 10 11 12 13 15 -2 16 18 19 24 20 -18 -17 23 -14 25 27 -27 28 29 -1 right_child=14 -3 -4 -5 6 -7 -8 8 -10 -11 -12 -13 22 -15 -16 21 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 14 1 2 3 6 5 6 8 8 9 10 11 23 13 14 21 20 17 18 19 20 21 22 23 24 26 26 27 28 29 leaf_value=0.00450797 0.0420815 -0.0385021 -0.0436748 0.0451167 0.00130421 0.041349 -0.0297438 -0.0126898 0.0380503 -0.0221085 -0.0263717 -0.0230784 0.0444496 -0.0445858 -0.00546904 0.0328178 -0.0134675 -0.0447712 -0.0309927 0.0589004 0.0434088 -0.0217531 0.0365279 -0.0063228 -0.0430308 -0.0224738 0.0184134 -0.0205875 0.0458139 -0.0188715 leaf_count=11265 392 5032 2322 146 1044 302 1234 173 467 1868 1679 1074 467 433 222 779 241 149 2000 149 202 100 718 608 297 2638 405 623 104 1873 internal_value=0 -0.00667924 0.000443327 0.00585644 0.000487651 0.0166898 -0.160535 0.0105723 0.217741 0.000508516 0.0116297 0.0208101 0.0302384 0.01512 0.271205 0.0216065 0.0101048 0.18862 -0.00411261 0.305902 0.149746 0.236654 0.210267 0.0532922 0.00755758 0.0124414 -0.135794 0.0286682 0.0390979 0.0327668 internal_count=39006 38392 33360 31038 30892 28614 2278 28312 640 27672 25804 24125 23051 21258 614 20825 19946 741 19205 592 443 879 1793 1075 17205 16908 3043 13865 13242 13138 Tree=764 num_leaves=31 split_feature=13 16 71 63 40 49 86 24 58 36 65 83 88 69 34 20 14 43 47 25 52 52 35 78 12 88 58 73 66 40 split_gain=4.26037 5.98755 3.94078 3.9629 3.24607 3.25348 4.46514 4.09725 3.81563 3.57431 3.90655 3.48511 3.27262 3.56637 3.85422 4.15548 3.75079 4.2433 4.79805 3.73381 3.6503 3.37383 3.07031 2.93663 3.03535 2.74275 2.70902 2.69354 2.62861 2.48267 threshold=3.5 2.5 4.5 7.5 7.5 0.5 4.5 3.5 11.5 1.5 4.5 0.5 7.5 0.5 1.5 1.5 0.5 0.5 2.5 0.5 0.5 0.5 12.5 1.5 0.5 2.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 4 5 8 7 25 9 10 11 12 13 14 15 16 17 18 20 22 23 26 -20 24 -1 -7 -18 -19 -22 -30 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 21 27 19 -21 28 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=24 1 1 2 3 4 25 6 7 8 9 10 11 12 13 14 15 26 27 22 19 28 21 22 23 24 25 26 27 29 29 leaf_value=0.00976974 -0.0360344 0.0414127 -0.0431597 -0.0415764 0.0431977 -0.0306426 0.0355787 0.0173411 0.0394053 -0.0254931 0.0284182 -0.0374387 0.0582941 -0.00706567 -0.0363484 0.052444 -0.0302874 -0.0215379 -0.00473012 -0.055905 0.0680825 0.0188334 0.042148 -0.019754 0.0342212 0.0182135 0.0178684 0.0241106 0.0107372 0.0482608 leaf_count=5797 6327 104 1835 1895 120 3255 189 311 230 1146 460 652 103 5643 1576 577 2906 1268 1406 128 305 335 107 285 614 247 212 421 360 192 internal_value=0 -0.237414 0.00674905 0.0122896 0.0180673 0.0131069 -0.119101 -0.175633 0.0288585 0.021374 0.0308306 0.0191728 0.0261759 0.0214447 0.0528773 0.0629561 0.0529147 0.0775542 0.103965 -0.0433675 0.151695 -0.120533 1.43247e-06 0.11239 0.134786 -0.254612 -0.220591 -0.131512 0.331904 0.250263 internal_count=39006 6431 32575 30740 28845 28725 4002 3813 24723 24493 23347 22887 22235 22132 16489 14913 14336 10883 9194 1641 7553 3453 1513 6696 6411 3502 3118 1689 857 552 Tree=765 num_leaves=31 split_feature=39 87 65 8 82 4 21 70 0 85 31 3 7 7 33 6 19 84 12 58 72 29 54 59 79 3 74 7 43 5 split_gain=4.33431 5.21044 4.00876 3.18753 2.81593 2.67772 2.8851 2.80788 2.82073 2.85641 2.69047 2.50958 2.47196 2.3483 2.32588 2.22574 4.83343 2.65235 2.29573 2.39785 4.29684 3.92286 3.79651 5.76392 2.82751 2.86731 2.77246 3.47552 2.48536 2.41134 threshold=2.5 1.5 3.5 7.5 11.5 0.5 1.5 0.5 0.5 0.5 1.5 2.5 0.5 1.5 3.5 1.5 1.5 2.5 9.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 5.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 -2 4 5 11 7 8 9 12 -8 14 -7 -3 15 17 -17 18 19 22 21 26 29 24 25 -24 27 -21 -28 -1 right_child=2 13 -4 -5 -6 6 10 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31 leaf_parent=29 2 13 2 3 4 12 10 7 8 9 10 11 12 13 14 16 16 17 18 27 20 21 25 23 24 25 28 27 28 29 leaf_value=-0.0021114 -0.0300175 -0.0314654 0.0352077 -0.0509493 -0.0376896 0.00556405 -0.0364955 0.00121636 0.00506143 0.0928788 0.0275824 -0.0383566 0.0703396 0.0102753 -0.031808 -0.00124278 0.0448656 -0.0317414 -0.0401804 0.0225895 -0.0302422 -0.0384026 0.0181937 0.0836225 -0.0270719 -0.0252475 0.0632776 -0.0294501 0.0119581 0.0467298 leaf_count=12608 7317 3595 212 1594 356 271 304 319 125 147 124 2743 116 335 1861 392 399 1007 200 1255 277 154 1343 489 478 257 214 153 147 214 internal_value=0 0.0271183 -0.211709 0.0420809 0.0464791 0.0515814 0.208261 0.309456 0.4369 0.577671 -0.0752461 0.0383127 0.363689 -0.222946 0.0433222 0.0488063 0.198372 0.0359329 0.0429853 0.0479313 0.14989 0.20028 0.0251444 0.142459 0.102492 0.141037 0.239859 0.16041 0.459516 -0.0132197 internal_count=39006 31477 7529 27547 25953 25597 1406 978 659 534 428 24191 387 3930 21448 19587 791 18796 17789 17589 2200 1923 15389 2567 2078 1600 1769 1408 361 12822 Tree=766 num_leaves=31 split_feature=35 38 59 52 16 64 55 87 65 65 24 78 8 31 84 15 88 10 73 14 43 9 74 85 20 73 12 15 11 6 split_gain=3.14492 3.05273 3.03285 2.92138 2.77476 2.43501 4.03586 3.68508 3.68247 3.6609 3.63561 3.36124 3.31115 5.51088 5.3036 3.53124 3.49141 3.85809 3.24154 3.05661 3.59198 5.39649 3.06136 3.11116 3.02528 3.79652 3.13311 5.80958 5.5021 3.18553 threshold=4.5 5.5 5.5 7.5 2.5 0.5 3.5 1.5 5.5 0.5 5.5 1.5 2.5 0.5 4.5 1.5 2.5 1.5 0.5 4.5 2.5 0.5 1.5 9.5 1.5 0.5 0.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 11 9 19 12 -7 13 14 16 -14 17 -11 -9 20 22 -22 23 24 26 -26 29 28 -28 -1 right_child=-2 -3 -4 -5 -6 7 -8 18 -10 10 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_parent=29 0 1 2 3 4 11 6 18 8 17 10 11 15 13 14 15 16 17 18 19 21 21 22 23 25 25 28 27 28 29 leaf_value=0.00135384 -0.0425336 -0.0526162 -0.0508238 -0.052837 -0.0354773 0.00151524 -0.0312088 0.00919865 0.0370076 -0.0103935 0.0145466 -0.0500618 -0.00636802 -0.0327291 0.0304712 0.0223863 0.0326948 -0.0588916 0.0367711 0.00820602 0.0496874 -0.0217248 -0.0232562 -0.0181352 -0.0289477 0.0270417 -0.0285011 0.0209983 0.0121245 -0.0225546 leaf_count=15622 1254 482 2510 351 928 3518 392 668 197 2416 270 314 358 1826 123 215 252 872 213 1377 305 138 1395 272 414 255 1069 299 223 478 internal_value=0 -0.00464344 -0.00376941 -0.00287023 -0.00203727 -0.000856766 -0.00776352 0.052228 -0.00550688 -0.00718763 -0.0660333 0.00178229 -0.0852528 -0.120979 -0.0781031 0.0277882 -0.104963 -0.121735 0.147767 0.00352471 -0.00439698 0.266483 -0.00736821 -0.00428874 -0.000254058 -0.189674 0.00349688 -0.109939 -0.188869 0.0101121 internal_count=39006 37752 37270 34760 34409 33481 28768 4713 28376 28179 6332 3832 6062 5489 3663 573 3540 3288 881 21847 20470 443 20027 18632 18360 669 17691 1591 1292 16100 Tree=767 num_leaves=31 split_feature=19 33 3 73 85 65 16 75 33 15 87 72 31 84 14 91 88 24 3 28 71 11 45 14 7 3 53 87 24 39 split_gain=2.85959 2.74989 2.72081 2.39035 2.61833 2.45873 2.25727 4.09293 3.48591 3.23308 2.84311 2.42673 3.70614 2.4167 2.3821 2.08999 2.57931 2.98641 3.0237 2.98565 2.90345 2.87275 4.05076 2.86769 4.17925 3.55634 2.5787 2.5263 2.18297 2.61066 threshold=4.5 11.5 2.5 6.5 13.5 0.5 0.5 0.5 3.5 6.5 3.5 1.5 3.5 1.5 7.5 2.5 1.5 3.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 3.5 0.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 -6 15 8 9 10 11 12 14 -9 -8 16 21 18 19 26 -20 -1 23 24 25 28 -18 -19 29 -23 right_child=-2 -3 -4 -5 5 -7 7 13 -10 -11 -12 -13 -14 -15 -16 -17 17 27 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 0 1 2 3 5 5 14 13 8 9 10 11 12 13 14 15 26 27 20 19 20 29 22 23 24 25 26 27 28 29 leaf_value=0.00152605 -0.0359729 -0.0510105 -0.0319106 -0.0423037 0.0328516 -0.00618157 -0.0218916 -0.0431919 0.0375269 0.0307376 0.0143532 -0.0534046 0.0250481 0.00322084 0.00579044 -0.0270146 0.0118197 0.00764426 0.0154119 -0.0250606 -0.0334103 0.00202924 -0.045349 0.00940092 -0.063429 -0.0532201 0.0478702 0.0543281 0.00994738 -0.0361478 leaf_count=23772 913 898 3165 358 132 149 2655 1526 105 131 136 102 217 173 140 853 527 100 343 175 239 485 289 332 227 176 149 108 294 137 internal_value=0 0.00651993 0.00745011 0.00890877 0.00988192 0.198508 0.0074354 -0.0688329 -0.0223427 -0.0511299 -0.0828855 -0.131018 -0.103031 -0.31142 -0.155144 0.0127194 0.0141299 0.116057 0.0600634 0.137108 -0.146746 0.00927491 -0.0871905 -0.0491462 -0.125219 -0.0774757 0.192805 0.341115 -0.0277273 -0.148834 internal_count=39006 38093 37195 34030 33672 281 33391 5185 3486 3381 3250 3114 3012 1699 2795 28206 27353 1641 1433 851 582 25712 1940 1651 1319 1092 676 208 916 622 Tree=768 num_leaves=31 split_feature=61 81 74 39 41 7 8 33 14 59 53 85 47 39 87 14 16 88 67 64 71 86 48 39 24 24 54 13 53 59 split_gain=3.9941 3.79571 3.42781 3.38139 3.28145 4.80859 4.57667 3.14672 3.23621 2.72597 2.79488 2.71212 3.00986 2.48426 4.01321 5.7836 3.40953 3.29023 2.81167 2.9682 2.66953 2.39199 3.96847 2.66198 2.64828 2.51272 3.92525 2.77286 4.049 2.781 threshold=3.5 0.5 2.5 19.5 0.5 1.5 2.5 2.5 17.5 1.5 6.5 6.5 3.5 0.5 1.5 2.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 8.5 3.5 4.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 9 8 11 10 13 12 -6 14 15 17 -17 20 19 21 -1 22 25 24 -23 -15 27 -27 29 -29 right_child=-2 -3 -4 -5 7 -7 -8 -9 -10 -11 -12 -13 -14 18 -16 16 -18 -19 -20 -21 -22 23 -24 -25 -26 26 -28 28 -30 -31 leaf_parent=20 0 1 2 3 12 5 6 7 8 9 10 11 12 25 14 16 16 17 18 19 20 24 22 23 24 27 26 29 28 29 leaf_value=-0.0346398 -0.0220406 -0.0396788 -0.0457568 -0.0571247 0.00464959 -0.0379365 -0.0507506 0.0545881 0.0371291 0.0272864 -0.0442961 0.0281729 -0.0236899 -0.000111761 0.00833513 0.0109332 -0.0491118 0.0199308 0.0486547 -0.0175592 -0.0052914 0.0247877 -0.0542417 0.0660381 -0.0224043 -0.0136916 -0.0375627 0.0365058 -0.0207435 -0.0169198 leaf_count=4304 3570 3092 1886 183 6242 1985 2015 380 161 982 697 294 1077 5573 814 672 106 631 227 919 761 611 299 102 136 175 138 677 197 100 internal_value=0 7.03388e-05 0.0047109 0.00835067 0.0112369 -0.0148569 -0.00556068 0.0737616 0.0625074 0.00102844 -0.00631355 0.0443888 0.0234745 -0.00150067 -0.06433 -0.12817 0.0527566 -0.235729 0.028558 0.0216581 -0.276306 0.0388253 0.0214237 0.209291 0.130283 0.0310432 0.139647 0.185995 0.242939 0.31307 internal_count=39006 35436 32344 30458 30275 22121 20136 8154 7774 18121 17139 7613 7319 16442 7288 6474 778 5696 9154 8927 5065 8008 7159 849 747 6860 1287 1149 974 777 Tree=769 num_leaves=20 split_feature=33 33 10 75 71 14 39 14 7 31 39 33 47 33 70 24 47 47 13 split_gain=6.03914 2.77991 2.57918 2.09975 1.72886 3.38464 1.57977 1.53345 2.19994 1.30689 0.9984 0.989566 0.965872 2.87348 1.51223 0.619505 0.0233423 0.000760574 5.25515e-06 threshold=0.5 16.5 0.5 0.5 1.5 0.5 2.5 1.5 0.5 5.5 0.5 1.5 1.5 4.5 0.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=9 2 3 4 5 6 11 8 -7 10 15 16 13 -13 -14 17 -2 -1 -12 right_child=1 -3 -4 -5 -6 7 -8 -9 -10 -11 18 12 14 -15 -16 -17 -18 -19 -20 leaf_parent=17 16 1 2 3 4 8 6 7 8 9 18 13 14 13 14 15 16 17 18 leaf_value=-0.0196412 -0.0293033 0.0500977 -0.0380869 -0.0310501 -0.0346737 0.0124176 0.0294083 0.0045451 0.0668504 -0.00133511 -0.0501512 -0.0134062 -0.0334315 0.0421125 0.0120367 -0.04369 -0.0228874 -0.0186404 -0.05007 leaf_count=4767 620 477 2840 1248 787 398 495 470 288 2031 6344 389 317 550 162 5085 861 3719 7158 internal_value=0 -0.00996568 -0.0356803 0.00141108 0.0384201 0.0660251 -0.0332649 0.29069 0.425149 -0.31762 -0.364638 -0.0791279 -0.0200138 0.0840945 -0.153297 -0.272194 -0.260502 -0.192462 -0.501131 internal_count=39006 9902 9425 6585 5337 4550 3394 1156 686 29104 27073 2899 1418 939 479 13571 1481 8486 13502 Tree=770 num_leaves=31 split_feature=87 75 38 10 84 14 63 86 68 31 28 62 9 59 34 33 58 24 69 59 59 51 72 67 16 13 62 85 7 43 split_gain=4.91271 5.21691 5.20779 4.83643 4.78419 4.41147 4.01528 3.91353 5.01378 5.15228 3.94591 4.2106 4.6133 5.09057 4.64163 4.17006 4.13956 4.11969 4.08671 3.86573 3.7749 3.71271 3.63968 3.60755 4.46461 4.40112 3.65736 3.52792 3.4774 5.26955 threshold=2.5 8.5 2.5 6.5 2.5 3.5 2.5 2.5 7.5 7.5 0.5 1.5 0.5 5.5 1.5 1.5 3.5 3.5 0.5 8.5 0.5 0.5 0.5 0.5 2.5 1.5 0.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 6 7 -2 8 9 10 11 12 14 -14 15 17 18 23 19 -12 -19 22 -16 24 25 27 -25 -1 29 -4 right_child=4 -3 28 -5 -6 -7 -8 -9 -10 -11 16 -13 13 -15 21 -17 -18 20 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_parent=27 6 1 29 3 4 5 6 7 8 9 19 11 13 13 22 15 16 20 18 19 20 21 22 26 24 25 26 27 28 29 leaf_value=0.0109302 -0.0503531 -0.0498598 -0.021385 0.0296075 0.0436111 -0.0438761 -0.00731828 0.0175446 0.065945 -0.0528908 0.0248369 -0.0465977 -0.0136656 -0.0820645 0.0212276 -0.0258656 0.0624678 -0.0123896 -0.00607074 -0.0367168 -0.0720915 -0.0175421 0.0805061 -0.0141838 -0.0429577 -0.0213974 0.0462426 -0.0200342 0.0416384 0.0377395 leaf_count=7349 2930 819 327 3413 243 2613 734 854 658 674 1352 334 1576 123 942 2698 105 2541 1307 185 356 234 116 2006 218 2938 129 581 419 232 internal_value=0 0.0172669 0.0226871 0.00908193 -0.213703 -0.000644203 -0.289706 0.00536414 -0.00855414 -0.0134657 -0.00687646 -0.0305861 -0.0227518 -0.197383 -0.000966176 -0.0216556 0.104235 -0.00371262 0.0740387 0.195859 -0.246628 0.207127 0.306671 0.0148913 0.0496783 0.0638049 -0.107582 0.0885394 0.230002 0.0659195 internal_count=39006 35099 34280 33302 3907 29889 3664 27276 26422 25764 25090 22141 21807 1699 20108 18816 2949 16118 2844 1537 2897 1292 1058 13221 11086 10868 2135 7930 978 559 Tree=771 num_leaves=31 split_feature=71 16 69 39 4 8 0 6 70 16 68 31 42 85 33 38 19 48 29 16 62 19 35 85 28 59 40 24 20 13 split_gain=3.03216 3.44649 3.12473 2.86446 3.18828 3.36828 2.53287 2.37645 2.40143 4.61313 3.61374 2.87248 3.07654 3.6425 2.95653 2.82668 2.49237 2.36648 2.92231 2.73618 2.28761 2.26775 2.2131 2.04648 2.34902 2.02353 1.99824 1.96556 1.8939 2.39075 threshold=2.5 0.5 12.5 2.5 0.5 4.5 0.5 4.5 1.5 2.5 0.5 3.5 0.5 2.5 4.5 12.5 3.5 2.5 0.5 3.5 0.5 0.5 2.5 6.5 0.5 0.5 0.5 0.5 0.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 4 5 7 -6 8 11 10 25 14 13 -13 15 16 17 18 19 22 -7 -12 28 24 -5 26 27 -10 29 -1 right_child=1 -3 -4 23 6 20 -8 -9 9 -11 21 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 1 1 2 24 6 20 6 7 27 9 21 13 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00280459 -0.032352 0.0132698 0.0393442 -0.0146882 -0.0328885 -0.0340702 0.0110963 -0.0358071 0.0607384 -0.0260887 0.0901696 -0.00858685 0.0396127 0.0297508 -0.0415173 0.0343977 -0.0297182 0.0358747 -0.0344016 0.0450343 0.0178836 0.0312673 -0.0355374 0.00936528 -0.0592414 -0.00789043 -0.0103081 0.0180313 -0.018899 -0.0245706 leaf_count=13408 2853 401 128 5593 1104 1792 375 210 153 239 129 897 190 202 1657 101 539 811 1606 255 243 162 1085 254 539 381 195 339 2194 971 internal_value=0 -0.197972 -0.00216153 -0.00689686 0.00642632 0.0163396 -0.208625 0.0257576 0.0302514 0.156125 0.237234 0.0162421 0.149971 0.0619602 -0.00128633 0.00530696 -0.0025195 0.00559525 -0.0010106 0.0075452 -0.233825 0.557636 0.00118495 -0.137334 -0.195332 0.138453 0.245127 0.343153 0.00766529 0.017903 internal_count=39006 3254 35752 35624 29238 27759 1479 25724 25514 1598 1359 23916 1289 1099 22627 20970 20869 20330 19519 17913 2035 291 17658 6386 6132 1068 687 492 16573 14379 Tree=772 num_leaves=31 split_feature=85 12 24 71 63 31 87 43 9 88 86 59 28 16 87 53 67 74 31 39 30 50 39 40 19 72 16 53 19 82 split_gain=5.2493 4.27078 4.06146 3.69657 3.62033 3.64004 3.42638 3.99947 3.10433 3.34961 3.81992 3.0153 3.26909 4.10148 2.83321 2.74455 2.65838 2.61415 2.57634 2.56794 2.45434 2.47437 3.0806 3.97634 3.04328 3.03472 4.65475 2.95867 2.946 4.66039 threshold=1.5 9.5 4.5 4.5 5.5 3.5 0.5 1.5 3.5 2.5 0.5 3.5 1.5 0.5 0.5 0.5 3.5 19.5 0.5 1.5 1.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 1.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 8 14 7 19 9 10 16 12 13 15 -6 -12 17 20 -9 -2 21 22 25 -24 27 28 -27 -23 -1 -30 right_child=6 -3 -4 -5 5 -7 -8 18 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 24 23 -25 -26 26 -28 -29 29 -31 leaf_parent=28 19 1 2 3 14 5 6 18 8 9 15 11 12 13 14 15 16 17 18 19 20 27 23 23 24 26 26 27 29 29 leaf_value=-0.000510185 -0.00577307 0.0395445 -0.0377349 -0.0485491 -0.021213 -0.0336206 -0.0268297 0.0556847 0.0328458 0.0231854 -0.0108863 -0.049493 0.0310612 -0.0213849 0.0379383 0.0167877 0.0209195 0.0476539 0.00248683 -0.046521 0.0345771 0.0176277 -0.0278658 0.0258769 -0.00890123 0.0397626 -0.026513 0.0816174 0.0313809 -0.0293201 leaf_count=12100 2134 387 1768 1472 149 1334 4811 223 300 1211 885 760 188 1059 337 1215 615 231 253 1119 491 133 3482 506 136 691 141 228 541 106 internal_value=0 0.0323641 0.0253979 0.0314848 0.0358659 -0.167872 -0.120316 -0.0312044 0.0468458 0.0396673 0.0280282 -0.071023 -0.0477158 -0.079253 0.0934208 0.0353564 0.0553418 0.0397297 0.257695 -0.116568 0.0337736 0.0258378 0.0144584 -0.167915 0.250776 0.0328164 0.248183 0.443187 0.0159608 0.196365 internal_count=39006 30466 30079 28311 26839 1820 8540 3729 25019 24719 23508 4107 3347 3159 486 2100 19401 18786 476 3253 18555 18064 17567 3988 497 13579 832 361 12747 647 Tree=773 num_leaves=31 split_feature=39 63 61 14 42 85 76 13 24 16 65 86 48 64 52 70 69 88 13 28 53 24 31 3 61 56 25 12 82 33 split_gain=4.49557 4.01047 3.25839 3.17861 2.95235 2.87603 3.57278 2.9545 2.91884 2.84751 2.57559 2.73232 2.97377 3.08234 2.7327 3.02405 3.33182 3.00809 3.6384 3.92438 3.50913 3.45983 3.11139 3.2068 2.87732 2.82883 2.55234 2.46062 2.2878 2.21993 threshold=3.5 7.5 3.5 3.5 1.5 5.5 0.5 5.5 4.5 3.5 7.5 7.5 0.5 2.5 0.5 0.5 1.5 3.5 0.5 1.5 1.5 0.5 2.5 1.5 2.5 0.5 0.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 -2 4 5 6 7 10 -7 26 11 12 13 14 17 -16 -17 18 19 22 -20 -21 23 24 25 29 27 -8 -27 -1 right_child=2 -3 -4 -5 -6 8 9 -9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 20 21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_parent=29 2 1 2 3 4 8 27 7 8 9 10 11 12 13 15 16 16 17 20 21 20 21 22 23 24 28 26 27 28 29 leaf_value=0.00627008 -0.041997 -0.0412856 -0.000501118 -0.0340605 -0.03438 -0.0377282 0.00290179 -0.0411735 0.0169009 0.0520648 0.0404767 0.0500194 -0.0123631 -0.0466043 0.018464 -0.015466 0.0331068 0.0518679 -0.017871 0.0702345 0.0157103 0.00648459 -0.0229032 -0.0517221 0.019739 -0.0305478 -0.0161023 0.039499 0.00904271 -0.0325718 leaf_count=5217 4631 1929 653 2174 1807 800 448 1687 215 128 104 140 4398 176 2189 478 196 118 3791 116 844 125 1286 989 753 1136 392 398 398 1290 internal_value=0 0.0128961 -0.235063 0.0187499 0.0243223 0.0294532 0.0370946 0.0226741 -0.21469 0.202838 0.0276198 0.0225973 0.0183337 0.0340841 0.0392323 0.122766 -0.0432776 0.0116242 0.00496289 0.0398219 -0.113774 0.370382 0.0223514 0.0415279 0.0510984 0.0177386 0.127953 0.219167 -0.174605 0.048372 internal_count=39006 33722 5284 31793 29619 27812 26797 25431 1015 1366 23744 23640 23500 19102 18926 2863 674 16063 15945 11310 4635 241 11069 9783 8794 8041 1238 846 1534 6507 Tree=774 num_leaves=31 split_feature=13 63 33 39 71 23 68 31 42 63 12 65 89 17 73 23 54 56 66 91 16 35 19 33 61 91 31 24 54 66 split_gain=4.07897 3.65489 3.30779 3.21536 2.56382 2.43392 3.4127 2.96106 3.10616 2.71687 2.95196 2.72482 2.3347 2.76973 2.70523 4.06381 2.73245 2.60213 2.31095 2.27427 2.64554 4.93102 2.86873 2.93646 3.15476 2.18938 2.05374 2.08242 2.6619 2.03087 threshold=5.5 9.5 3.5 4.5 4.5 16.5 2.5 9.5 1.5 2.5 0.5 1.5 1.5 0.5 0.5 1.5 3.5 1.5 8.5 0.5 1.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 12 -11 -12 13 14 16 -16 -1 19 -7 20 22 -22 23 26 -25 -17 27 28 -15 -24 right_child=-2 -3 -4 -5 -6 18 -8 -9 -10 10 11 -13 -14 17 15 25 -18 -19 -20 -21 21 -23 29 24 -26 -27 -28 -29 -30 -31 leaf_parent=16 0 1 2 3 4 18 6 7 8 10 11 11 12 28 15 25 16 17 18 19 21 21 29 24 24 25 26 27 28 29 leaf_value=0.0038553 -0.04103 -0.0513868 -0.0374083 -0.0367295 -0.0390462 0.0488785 -0.0253972 0.0545303 -0.0359475 -0.0263378 0.0456111 -0.0227292 -0.0228916 0.0164556 -0.0436621 -0.00806118 0.0444955 -0.0139637 0.00679135 0.00196668 -0.0189297 0.0336827 0.00688217 0.0917491 0.0168805 0.0424435 -0.0124551 -0.00695843 0.0709391 0.054958 leaf_count=11832 4044 1509 2147 2304 1602 328 1500 281 1668 1515 180 128 986 599 1348 836 102 1037 357 1744 229 135 235 218 308 211 549 444 184 446 internal_value=0 0.0196129 0.0243742 0.0301951 0.03595 0.0402895 0.0318322 0.0408888 0.0362953 0.0424926 -0.136885 0.158217 0.0546396 0.06169 0.0283482 -0.1443 0.0483882 0.134592 0.250112 0.161127 0.210436 0.0495893 0.278465 0.185238 0.506147 0.0266567 0.103661 0.204285 0.326791 0.459569 internal_count=39006 34962 33453 31306 29002 27400 26715 25215 24934 23266 1823 308 21443 20457 14329 2395 11934 6128 685 5091 3347 364 2983 2302 526 1047 1776 1227 783 681 Tree=775 num_leaves=31 split_feature=12 41 38 20 8 23 67 33 17 24 25 66 66 13 7 86 8 3 4 0 38 13 33 9 82 31 66 42 74 29 split_gain=3.34684 2.92488 2.83545 2.83387 2.92519 5.19997 3.70791 3.5027 4.73086 4.68103 3.44723 3.42257 3.25815 2.96864 4.36659 6.56479 4.88472 3.00969 3.6987 2.95449 2.9518 3.48398 3.04421 2.93514 3.3244 2.92227 5.41596 6.32915 3.68007 3.21042 threshold=2.5 4.5 5.5 2.5 13.5 7.5 2.5 1.5 0.5 3.5 0.5 15.5 3.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 2.5 6.5 4.5 1.5 0.5 1.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 11 9 20 -10 13 -6 14 15 17 -16 18 -1 -14 21 -9 -22 24 25 28 27 -27 29 -15 right_child=-2 -3 -4 -5 12 -7 -8 8 10 -11 -12 -13 19 23 16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=18 0 1 2 3 12 5 6 21 10 9 10 11 19 29 16 15 16 17 18 19 22 21 22 23 24 27 26 27 28 29 leaf_value=0.000788877 -0.0235646 -0.0402129 -0.0525251 0.0197582 0.030526 -0.0218937 -0.0348134 -0.0111507 -0.0285943 0.0470494 0.0254462 -0.0431455 0.00838744 0.00294944 -0.0215736 -0.0216511 0.0201922 -0.0178301 0.0383216 -0.014743 0.00944706 0.0320353 0.0472742 0.0349167 -0.0501773 -0.0317082 0.00341438 0.00660396 -0.0294573 -0.0213531 leaf_count=6227 1586 1305 458 735 131 2531 1083 1698 591 182 265 332 817 10428 3093 1436 133 2417 206 161 194 105 101 120 215 647 1155 233 202 219 internal_value=0 0.00102844 0.00212225 0.00293506 0.000730682 -0.00511322 -0.00110547 0.000688366 0.1063 0.169943 -0.142949 -0.00490857 0.0773779 -0.00348273 -0.0368703 -0.0173685 -0.160869 0.00375881 0.0154777 0.0464743 0.104384 -0.0104531 0.236181 0.0123701 0.0100785 0.011798 -0.0649323 -0.189587 0.0219144 0.0254103 internal_count=39006 37420 36115 35657 34922 33813 31282 30199 3136 2280 856 27063 1109 26731 13512 10286 3226 8850 6433 978 2098 1803 295 13219 13099 12884 2035 880 10849 10647 Tree=776 num_leaves=31 split_feature=73 90 32 59 82 19 13 62 61 33 80 58 9 2 88 69 69 61 13 84 73 32 32 59 8 86 87 23 15 33 split_gain=3.24652 3.05776 4.2086 3.00789 2.70758 2.55376 2.70073 3.71162 2.46989 2.39069 2.38973 2.59601 2.37558 2.10976 4.23048 2.27094 3.21894 3.77054 4.06401 2.78201 2.36998 3.01997 2.62161 2.9993 2.32503 5.79176 4.67259 5.27338 4.30131 4.24658 threshold=4.5 0.5 2.5 2.5 4.5 1.5 0.5 0.5 2.5 8.5 1.5 3.5 1.5 2.5 6.5 4.5 8.5 0.5 2.5 0.5 0.5 4.5 2.5 0.5 0.5 0.5 0.5 1.5 4.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 5 -3 9 -7 8 12 10 11 13 -8 14 15 20 17 19 -19 -17 24 22 23 -22 25 26 27 -1 29 -29 right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=27 0 4 2 3 4 6 12 7 8 9 10 11 12 13 14 19 16 18 18 19 23 21 22 23 24 25 26 29 28 29 leaf_value=0.000304346 -0.0354622 -0.0285947 0.0333357 -0.0448851 0.0214259 -0.0262983 -0.0120549 0.0368606 -0.0486192 -0.0360384 -0.0384968 -0.0383859 0.0281889 -0.0265831 0.0458821 -0.0238339 -0.0103306 0.0126864 0.0508158 0.0134334 -0.00373752 -0.0409617 0.0181293 -0.0332829 0.0054886 -0.0117075 0.00575955 -0.0275195 0.0218496 0.0138487 leaf_count=6605 746 2297 239 3057 337 1312 479 205 144 1045 245 567 148 2683 134 103 159 255 129 173 2407 134 223 548 4174 2179 5248 2665 156 210 internal_value=0 0.00171241 -0.156046 0.00511179 -0.227547 0.0062989 -0.10724 -0.0165894 -0.0962794 0.0103392 0.0115388 0.0126636 -0.0330532 0.0138889 0.0153049 0.0135051 0.103919 0.162779 0.281956 0.00884634 0.00874671 -0.053005 -0.0376905 -0.0602699 0.0164003 0.00285961 0.0174916 -0.0221179 -0.163739 -0.214142 internal_count=39006 38260 2873 35387 2634 32330 2288 976 771 30042 28997 28752 627 28185 25502 25368 819 660 384 276 24549 3312 3178 2955 21237 17063 14884 9636 3031 2875 Tree=777 num_leaves=31 split_feature=39 46 25 57 70 59 61 27 91 25 69 32 42 38 61 13 39 63 71 37 42 91 16 71 63 61 13 41 74 71 split_gain=3.99932 3.67383 3.64886 4.90927 4.04906 3.79549 4.16149 3.75282 3.2441 3.21896 3.01712 3.04713 2.73634 2.72507 2.66335 2.48247 2.47357 3.45136 3.20514 2.46547 2.69355 2.43656 2.39588 3.37239 2.44044 2.3461 3.73525 2.73861 2.33362 2.27549 threshold=16.5 1.5 0.5 0.5 1.5 1.5 1.5 0.5 0.5 3.5 1.5 2.5 0.5 1.5 3.5 9.5 4.5 1.5 1.5 1.5 0.5 0.5 0.5 0.5 5.5 0.5 8.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 9 13 12 15 19 14 16 -4 -8 22 18 -18 20 21 -12 24 -24 -1 26 -10 -27 -11 -9 right_child=-2 -3 7 -5 -6 -7 10 29 25 28 11 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31 leaf_parent=24 0 1 14 3 4 5 15 29 26 28 21 11 12 13 14 15 18 17 18 19 20 21 23 23 24 27 26 27 28 29 leaf_value=-0.000305824 -0.0382877 -0.0512784 0.00612344 -0.0319326 -0.0450399 0.0278285 -0.0308838 -0.0420894 0.0264164 0.0189052 -0.0159022 -0.0327213 0.0226759 -0.0464 -0.0422882 0.018101 0.0111956 0.0572604 -0.0453696 -0.0279508 0.064048 0.0466815 -0.0424217 0.0106354 -0.0407025 -0.0206711 -0.0235964 0.0205769 0.0824212 0.0117452 leaf_count=11494 430 1503 2767 3462 1299 1231 3319 2588 1370 595 386 406 751 666 361 130 1223 124 154 284 144 166 1072 273 1288 631 109 228 299 254 internal_value=0 0.00343264 0.00680355 -0.0125261 -0.00325888 0.00214395 -0.00615577 0.0967992 0.0117024 0.128587 -0.1511 0.012101 0.102017 -0.00768646 0.0321515 -0.255929 -0.00282226 0.116834 0.0667684 0.142298 0.259556 0.0782675 -0.0198396 -0.22998 -0.0091193 0.128596 0.202499 -0.0272939 0.487877 -0.221535 internal_count=39006 38576 37073 29458 25997 24698 23467 7615 18632 4773 4835 1386 3879 16294 3128 3449 15628 1501 1377 980 696 552 14127 1345 12782 2338 1479 859 894 2842 Tree=778 num_leaves=22 split_feature=33 38 13 48 58 25 16 7 39 53 87 33 23 61 90 66 66 23 33 63 53 split_gain=6.2558 2.9735 2.71027 2.30799 2.44339 1.76531 1.60429 1.84149 1.49613 1.22428 1.17476 1.14574 1.0263 0.803576 0.803563 0.761637 0.448598 0.44593 0.419015 0.333656 0.0509619 threshold=0.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 1.5 0.5 5.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=8 2 3 4 5 6 7 11 9 10 19 12 -2 15 17 -9 -15 -13 -3 -1 -10 right_child=1 18 -4 -5 -6 -7 -8 13 20 -11 -12 14 -14 16 -16 -17 -18 -19 -20 -21 -22 leaf_parent=19 12 18 2 3 4 5 6 15 20 9 10 17 12 16 14 15 16 17 18 19 20 leaf_value=-0.0106374 0.0128128 -0.043176 -0.0428666 -0.0365971 -0.0296594 -0.0136034 -0.0189116 0.0271864 -0.0501241 -0.0501947 -0.0411729 0.0156925 -0.0237374 0.0372484 0.000407911 0.0613165 0.00919208 0.0402129 -0.0164963 0.0103115 -0.0419488 leaf_count=4382 413 1576 954 1409 612 1035 489 333 7815 6584 2348 296 937 297 158 378 332 492 216 1798 6152 internal_value=0 0.0172344 0.059231 0.0885908 0.117041 0.152212 0.191777 0.222722 -0.299489 -0.200139 -0.127364 0.123536 -0.0205746 0.370209 0.229169 0.48427 0.231023 0.311368 -0.314984 -0.0353775 -0.470309 internal_count=39006 9927 8135 7181 5772 5160 4125 3636 29079 15112 8528 2296 1350 1340 946 711 629 788 1792 6180 13967 Tree=779 num_leaves=31 split_feature=71 13 8 88 45 66 74 22 42 34 41 74 87 6 12 59 46 56 67 39 8 18 41 41 59 64 32 21 68 53 split_gain=4.83368 4.85625 4.97507 4.55652 4.16842 3.80482 6.51817 6.08215 4.8967 5.25719 5.93975 4.32423 3.72753 3.61929 3.46763 3.15482 3.89216 3.91778 5.58855 3.43542 3.27112 3.26521 3.08098 2.99984 3.03296 2.9197 2.89332 2.86594 2.81854 2.99175 threshold=3.5 6.5 9.5 7.5 2.5 3.5 11.5 1.5 1.5 1.5 5.5 2.5 1.5 2.5 8.5 4.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 11.5 0.5 0.5 0.5 3.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 11 9 10 12 13 15 14 28 16 17 18 19 21 -18 22 26 24 -17 -9 -1 -25 29 -7 right_child=-2 -3 -4 -5 -6 7 -8 25 -10 -11 -12 -13 -14 -15 -16 23 20 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_parent=26 0 1 2 3 4 29 6 25 8 9 10 11 12 13 14 24 20 17 18 19 20 21 22 27 24 25 26 27 28 29 leaf_value=-0.000203333 -0.040644 -0.0467142 -0.0333341 -0.0461856 0.0312664 0.00998463 0.0657978 0.0531597 -0.0295377 0.0186983 0.0301135 -0.0222855 -0.0297186 -0.0494916 0.0512816 -0.0259394 0.0308104 0.00944417 -0.0337056 -0.0301774 -0.0310518 -0.0414647 0.0132079 -0.0638723 0.0442426 -0.000955926 -0.0300653 -0.0120967 0.0499802 -0.00757027 leaf_count=3956 2441 3165 1863 226 2584 4935 242 399 1733 1889 418 956 2448 300 203 135 482 1224 1209 2903 126 469 983 283 149 177 1389 271 432 1016 internal_value=0 0.0123358 0.0175936 0.0250337 0.0300492 0.022063 -0.0155019 0.0784554 -0.02448 -0.00748854 -0.0344938 0.052142 -0.0546279 0.0758298 0.0862053 -0.0360956 -0.0161138 -0.040185 -0.0859756 -0.0390402 0.21424 -0.00631338 0.0161937 -0.241042 0.0317762 0.400338 -0.0627625 -0.401712 0.0726642 0.0613225 internal_count=39006 36565 33400 31537 31311 28727 20309 8418 20067 18334 16445 7842 16027 6886 6586 13579 12741 12133 10909 9700 608 6797 6328 838 284 576 5345 554 6383 5951 Tree=780 num_leaves=31 split_feature=39 73 44 74 61 36 80 84 2 12 24 31 23 70 16 23 66 37 59 55 24 56 43 21 24 74 42 36 82 84 split_gain=3.26355 3.10501 2.62891 3.20793 2.9077 3.71494 4.1148 2.78539 2.80352 2.91164 3.02918 3.63229 3.63537 3.45139 4.65795 3.00954 2.99759 2.90924 2.95405 3.49025 5.24497 3.17033 2.99899 3.37554 2.74279 2.73716 2.50758 2.43733 3.73169 3.30145 threshold=6.5 6.5 4.5 4.5 2.5 0.5 0.5 8.5 2.5 1.5 0.5 7.5 1.5 2.5 3.5 3.5 9.5 2.5 0.5 4.5 1.5 0.5 0.5 0.5 1.5 0.5 2.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 26 -7 8 9 10 13 12 17 14 -1 -11 27 18 19 20 21 -12 23 24 -20 -4 -6 29 -29 -14 right_child=-2 -3 25 -5 5 6 -8 -9 -10 15 11 -13 16 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=14 0 1 25 3 26 6 6 7 8 15 21 11 29 13 14 15 16 17 24 19 20 21 22 23 24 25 26 28 28 29 leaf_value=0.00576632 -0.0333083 -0.0527169 0.00213779 -0.0433645 -0.0349812 -0.0125646 0.0584804 -0.0288682 -0.0357521 -0.000270417 0.00112279 -0.0338149 0.00168157 0.0498947 0.0552374 -0.0477263 -0.0193087 0.0354674 -0.0566613 0.0190124 -0.0203452 0.0513574 -0.055311 0.0335972 1.99237e-05 0.0485057 0.0185254 0.0436183 -0.0119395 0.0330278 leaf_count=10260 2452 440 130 1337 3792 760 151 330 3001 713 2587 728 3466 155 232 758 453 128 183 181 4556 104 323 172 330 116 137 473 247 311 internal_value=0 0.00221791 0.00563867 -0.00129912 0.00319208 -0.151795 0.108405 0.0146659 0.0206973 0.0256631 0.0344179 -0.00493376 0.00832428 0.08869 0.0745784 -0.200062 0.0899244 -0.048017 -0.0634617 -0.0289535 -0.0707409 0.0526951 -0.253488 -0.108917 -0.271386 0.228064 -0.278474 0.122719 0.295212 0.0738993 internal_count=39006 36554 36114 35868 34531 4840 911 29691 29361 26360 24889 14242 13514 10647 10492 1471 4950 8564 8436 7428 7247 2691 1008 685 513 246 3929 4497 720 3777 Tree=781 num_leaves=31 split_feature=24 30 71 44 77 42 68 78 87 70 11 67 18 74 69 78 83 13 8 63 31 58 66 31 19 15 22 33 65 35 split_gain=4.69065 4.02431 4.01934 3.67136 3.6105 3.49808 3.38989 3.46723 3.97501 3.37801 2.9042 2.8941 2.6516 2.40874 2.43609 4.27264 3.86059 3.70435 3.29775 4.69395 2.95946 2.55558 2.54499 3.48714 3.24854 3.15833 2.60499 2.45865 2.39576 2.41779 threshold=4.5 3.5 3.5 2.5 27.5 4.5 21.5 2.5 4.5 7.5 2.5 11.5 14.5 19.5 0.5 0.5 1.5 1.5 17.5 6.5 9.5 0.5 2.5 3.5 4.5 0.5 0.5 3.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 20 17 18 19 21 22 27 24 26 -16 -25 28 -1 29 -24 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31 leaf_parent=27 0 1 2 3 4 5 6 7 8 9 10 11 12 13 24 15 16 17 18 19 20 21 29 25 24 25 26 27 28 29 leaf_value=0.00123128 -0.031853 0.0409088 -0.0396292 -0.0373344 0.0462753 -0.0427357 0.051631 -0.024911 -0.0487345 0.0413929 0.0497919 0.0394605 0.0514156 0.0374716 -0.000287145 -0.0161407 0.0386573 -0.0270659 0.0488333 -0.0364429 -0.0437909 -0.0195967 0.0529757 0.0255436 0.0373923 -0.0236742 -0.00534079 -0.0409418 0.00820636 0.0230374 leaf_count=11851 3638 299 2292 387 127 753 437 758 1345 133 171 196 254 287 4167 981 138 3881 334 1063 100 1190 689 235 146 339 199 1774 278 564 internal_value=0 0.0123481 0.00698249 0.012326 0.0174973 0.0130332 0.0174499 0.0136336 0.0211014 0.0256515 0.0205428 0.0169234 0.01233 0.00912414 0.0051011 0.058629 -0.0229938 -0.0318669 -0.0169477 -0.0236167 0.0934547 -0.0093576 0.105025 0.182909 0.0356665 -0.037771 0.254113 0.00541396 0.3046 0.379298 internal_count=39006 35368 35069 32777 32390 32263 31510 31073 30315 28970 28837 28666 28470 28216 27929 7698 20231 20093 16212 15878 6717 14815 6617 2304 4313 574 1730 13625 1531 1253 Tree=782 num_leaves=31 split_feature=13 16 71 61 8 35 58 88 64 40 63 56 61 69 61 41 69 82 12 24 90 77 9 28 67 24 66 92 29 15 split_gain=4.4706 4.57656 3.67372 3.96482 3.51741 7.63971 3.82736 4.38827 3.44493 2.97816 2.88864 2.72562 2.67836 2.63591 4.57402 2.9521 2.55324 2.72373 3.24658 4.81581 3.49875 3.59433 3.20606 3.0895 4.8059 4.13645 3.56697 3.15522 2.97098 2.94833 threshold=3.5 2.5 4.5 16.5 0.5 7.5 0.5 7.5 0.5 4.5 2.5 2.5 1.5 0.5 0.5 0.5 2.5 4.5 0.5 2.5 1.5 0.5 0.5 0.5 2.5 1.5 7.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 4 6 10 7 8 9 11 13 16 -10 14 -6 -16 17 18 20 22 21 23 -20 24 26 -25 27 28 -1 -30 right_child=1 -3 -4 -5 5 -7 -8 -9 12 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_parent=28 1 1 2 3 14 5 6 7 12 9 10 11 12 13 15 15 16 17 22 19 20 21 22 25 24 25 26 27 29 29 leaf_value=-0.0166261 -0.0348361 0.0366778 -0.0426096 0.0502527 -0.0283772 0.0411489 0.0129464 0.0526682 -0.038324 0.0448515 -0.0397202 -0.0402338 -0.00591715 -0.0248707 0.000205688 0.0414093 -0.0256945 0.0373583 0.0103607 0.048958 0.0256951 -0.0362342 -0.0412342 0.0269205 0.0343373 -0.0362137 0.0167141 0.0433046 -0.0114754 0.0425226 leaf_count=9504 6353 102 1839 136 1378 169 2763 124 1931 117 2809 785 870 1425 671 292 1066 446 2037 195 326 882 287 678 271 172 380 366 467 166 internal_value=0 -0.24376 0.0115218 0.0167506 0.0116062 -0.0926479 0.033097 0.00258336 -0.00588635 0.0157425 -0.149127 0.00773441 -0.169605 -0.100867 -0.0125963 0.120771 0.0156123 0.0269284 0.0170429 0.132109 -0.0194682 -0.0410444 0.0597349 -0.0204863 -0.0529062 0.165844 -0.0807448 -0.116096 -0.132225 0.120003 internal_count=39006 6455 32551 30712 30576 6744 23832 21069 20945 18144 6575 18027 2801 3766 2341 963 17242 16176 15730 2519 13211 12885 2324 12004 11154 850 10883 10503 10137 633 Tree=783 num_leaves=31 split_feature=39 63 56 83 42 14 49 67 77 57 21 68 52 69 69 15 58 39 53 0 7 32 12 90 61 0 65 68 59 10 split_gain=4.15431 3.44009 2.84801 3.03852 3.59648 3.16642 2.55268 2.38308 2.79141 3.56545 3.14444 2.96196 2.81229 3.09491 2.78815 3.12139 2.7555 3.95367 4.87924 2.97506 2.80295 2.77799 2.63433 2.53116 2.39871 2.63868 2.65111 2.3967 2.57101 2.44154 threshold=4.5 9.5 4.5 3.5 2.5 3.5 4.5 7.5 0.5 0.5 3.5 1.5 1.5 4.5 3.5 1.5 1.5 0.5 3.5 0.5 3.5 0.5 0.5 3.5 2.5 0.5 2.5 0.5 8.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 14 13 23 16 -16 17 27 22 20 -18 -20 -19 24 25 26 -10 28 29 -1 right_child=-2 -3 -4 -5 -6 -7 -8 -9 12 -11 -12 -13 -14 -15 15 -17 19 18 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 6 7 26 9 10 11 12 13 15 15 20 22 21 19 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00539515 -0.0390891 -0.0513102 -0.0445853 0.0468841 -0.0508131 -0.0383909 -0.0416662 -0.0414772 0.00908842 -0.0245927 -0.0254536 -0.0296237 -0.0211585 0.0602192 0.0551443 -0.00626673 0.0426193 -0.0237719 -0.00165807 -0.0134095 -0.009249 0.0639585 0.0066566 -0.0263114 0.0449803 0.0306007 -0.0399077 0.0274731 0.0501141 -0.0157273 leaf_count=6630 3937 1536 493 108 1342 2237 347 427 1608 3194 908 647 235 160 278 248 412 6955 561 331 163 215 634 168 267 452 155 625 796 2937 internal_value=0 0.016677 0.0212012 0.0254861 0.0206261 0.0255023 0.0310981 0.0352793 0.039199 0.0150337 0.0280941 0.0392614 0.125453 0.153923 0.0484732 0.323497 0.0376048 0.020048 -0.106268 0.212511 0.317371 0.29751 -0.169854 0.128377 0.153663 0.119938 0.054168 0.0584304 0.0407139 0.0310544 internal_count=39006 35069 33533 33040 32932 31590 29353 29006 28579 25534 22340 21432 3045 2810 20785 526 20259 19353 8365 906 575 776 7589 2650 2482 2215 1763 10988 10363 9567 Tree=784 num_leaves=31 split_feature=52 90 17 24 59 23 33 7 65 53 76 0 39 47 21 66 39 47 70 14 10 67 81 69 24 85 23 12 63 24 split_gain=3.54157 3.11426 3.09381 3.89245 2.82774 2.6992 2.62598 3.10059 2.69272 3.51282 2.6535 3.49044 3.29532 3.76511 3.58355 4.08903 3.09305 3.35738 5.23429 3.90688 3.40081 3.37065 2.68033 3.89371 2.67842 2.72621 2.54859 2.49548 2.80648 2.68538 threshold=2.5 2.5 0.5 2.5 5.5 13.5 1.5 5.5 1.5 2.5 3.5 1.5 11.5 2.5 0.5 2.5 16.5 5.5 1.5 10.5 0.5 2.5 0.5 2.5 3.5 1.5 7.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 3 -2 5 6 7 10 26 -10 11 16 13 24 15 -15 17 21 19 20 27 22 -1 -24 -13 -26 -8 28 -19 -30 right_child=2 -3 -4 -5 -6 -7 8 -9 9 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_parent=22 3 1 2 3 4 5 26 7 9 9 10 24 12 15 14 15 16 28 18 19 20 21 23 23 25 25 26 27 29 29 leaf_value=-0.000301043 -0.0451758 -0.0534562 -0.0527426 0.00890049 -0.0507913 -0.0463099 0.0138884 -0.0465866 -0.0555999 0.0193719 0.0445312 -0.0334021 -0.0441414 0.00811782 0.0317525 -0.0408553 0.0168757 0.0222998 -0.0297931 0.0566842 0.0348307 -0.0379241 -0.0355833 0.0175085 -0.0315385 0.0127561 -0.0163766 -0.0160913 0.012845 -0.0201644 leaf_count=22370 219 654 484 384 2509 920 3070 627 131 203 171 694 110 256 212 149 336 573 117 127 287 867 2328 213 109 177 206 184 184 135 internal_value=0 -0.00107768 -0.20991 -0.0914026 -0.000192519 0.000653393 0.00153888 -0.00321348 0.0857646 -0.227853 -0.00213431 -0.00309148 -0.11408 -0.0769227 0.0517716 -0.0629648 0.0019953 -0.00114227 0.095021 0.134006 0.104968 -0.00715938 -0.00550044 -0.203504 -0.197163 -0.0415782 0.110268 0.0569917 0.104056 -0.0138572 internal_count=39006 37919 1087 603 37265 34756 33836 30226 3610 334 29599 29428 1707 1597 617 405 27721 27385 1607 1490 1363 25778 24911 2541 980 286 3276 1076 892 319 Tree=785 num_leaves=31 split_feature=50 61 41 2 26 39 79 65 43 32 89 31 87 47 58 69 58 21 38 49 89 59 88 47 53 19 38 84 58 61 split_gain=3.15162 2.79238 2.56211 2.60331 2.6965 5.31727 3.55083 3.12838 2.45345 2.19288 5.14524 3.2836 3.96689 3.62927 2.49435 3.10428 5.93819 4.36839 2.93617 2.89997 3.77695 2.52893 4.27077 7.63267 2.47074 2.43719 2.77773 2.42098 2.40789 2.35929 threshold=0.5 10.5 3.5 2.5 0.5 10.5 2.5 1.5 0.5 2.5 0.5 0.5 0.5 5.5 0.5 4.5 1.5 0.5 2.5 1.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 7 9 -6 -9 14 11 13 -13 -11 18 17 -17 28 19 21 25 -1 27 -24 -14 26 -21 -23 -16 -29 right_child=-2 -3 -4 -5 5 -7 -8 8 -10 10 -12 12 24 -15 15 16 -18 -19 -20 20 -22 22 23 -25 -26 -27 -28 29 -30 -31 leaf_parent=21 0 1 2 3 7 5 6 8 8 13 10 12 24 13 28 16 16 17 18 26 20 27 23 23 24 25 26 29 28 29 leaf_value=-2.13575e-05 -0.0357234 -0.0497024 -0.0344063 -0.0299237 0.00803362 0.0478333 0.0241359 -0.0630439 0.00439736 0.00221958 0.0489109 0.0461108 -0.0149127 -0.0340925 -0.00326328 -0.00740837 0.0704084 -0.0344046 -0.0265717 0.0172089 -0.0436619 -0.0272622 0.0588966 -0.0246001 0.0244516 0.000128857 0.0576781 -0.0193343 -0.0435651 0.0183037 leaf_count=18616 1092 534 1849 3015 2048 101 518 124 218 1698 164 208 141 197 1258 157 149 812 752 309 266 2506 360 454 132 323 102 282 388 233 internal_value=0 0.00159324 0.00257196 0.00386625 0.00537584 0.0935833 -2.39396e-05 0.0512653 -0.314493 -0.0027814 0.0578982 0.0356012 0.197823 -0.00417915 -0.009633 -0.0913626 0.142236 -0.129754 -0.00319342 -0.000647577 0.123257 -0.00602675 -0.110352 0.16914 0.0474612 0.160521 0.250695 -0.179779 -0.0611833 -0.0318715 internal_count=39006 37914 37380 35531 32516 2491 30025 2390 342 29507 2540 2376 481 1895 26967 2764 306 2458 24203 23451 1000 22451 3835 814 273 734 411 3021 1646 515 Tree=786 num_leaves=31 split_feature=75 39 79 85 63 65 39 86 39 14 20 47 39 41 3 17 19 79 47 71 71 85 69 24 11 2 23 0 52 58 split_gain=3.92695 3.47999 3.31307 3.36933 3.97873 3.14046 3.08722 2.89275 4.63628 3.95469 4.48739 3.2518 2.95359 2.97427 2.99119 2.85312 2.71245 2.78207 2.6481 2.64623 2.60779 2.50662 2.4071 2.826 3.47956 3.637 3.07618 2.93167 2.99923 2.38859 threshold=1.5 19.5 2.5 15.5 3.5 1.5 5.5 0.5 10.5 1.5 0.5 9.5 11.5 0.5 1.5 0.5 0.5 0.5 5.5 6.5 9.5 4.5 4.5 7.5 0.5 0.5 3.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 19 11 9 16 20 12 13 15 18 22 17 -9 21 -7 -11 -15 23 24 25 26 29 28 -25 -1 right_child=-2 -3 -4 -5 -6 6 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 19 6 17 8 20 10 11 12 21 14 15 16 17 18 19 20 21 22 28 24 25 26 27 28 29 leaf_value=0.00327255 -0.0311519 -0.0564209 -0.0405682 0.0371558 -0.0261001 -0.0327633 0.0154236 0.0010455 0.0587701 0.0518055 -0.0313902 -0.0546892 -0.0212933 0.00668515 0.0575902 -0.0176754 -0.0253705 0.0479948 -0.0375257 0.0157067 -0.00242965 0.0347489 0.0314827 0.0562048 -0.0286533 -0.0400618 -0.0335283 -0.0215192 0.00371441 -0.0200294 leaf_count=9422 4040 210 2774 146 2926 2650 216 1914 148 343 102 291 575 3806 694 2557 958 374 319 117 119 168 214 144 845 807 1243 164 119 601 internal_value=0 0.00391597 0.0068532 0.0107241 0.00618118 0.0135174 -0.153408 0.0230403 0.126307 0.0838875 0.29144 0.00805235 0.0116426 0.0197529 0.0924802 -0.00637724 -0.00394485 0.0673026 0.0775232 -0.247525 0.40636 0.0920981 0.00816667 0.000767507 -0.0118029 0.00113228 0.0108133 0.2178 0.337189 0.0205473 internal_count=39006 34966 34756 31982 31836 28910 2983 25927 3958 3810 564 21969 21678 21103 4987 16116 3246 2288 4293 2767 462 3974 13559 13345 12918 12073 11266 427 263 10023 Tree=787 num_leaves=22 split_feature=33 49 16 42 53 33 85 69 14 24 47 63 14 23 47 32 47 66 33 66 87 split_gain=5.77303 2.60213 2.67975 2.28374 2.55863 2.45489 1.63185 1.28532 1.22922 1.09756 1.02183 0.982404 0.902645 0.568564 0.984162 0.780507 0.429637 0.292414 0.228892 0.0527453 7.523e-07 threshold=0.5 0.5 0.5 0.5 2.5 5.5 0.5 0.5 1.5 1.5 1.5 1.5 0.5 0.5 1.5 0.5 2.5 0.5 11.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=6 2 3 4 5 8 7 11 9 12 -5 17 13 15 -15 -2 18 -1 -7 20 -8 right_child=1 -3 -4 10 -6 16 19 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 leaf_parent=17 15 1 2 10 4 18 20 7 8 9 10 11 12 14 14 15 16 17 18 19 20 leaf_value=-0.0107658 0.00728888 -0.0459974 -0.0323641 0.00160299 -0.0317243 0.0226665 -0.0501232 -0.0501832 -0.0190436 -0.0158121 -0.0380157 0.0156301 0.0365948 -0.0198653 0.0209425 0.0378673 0.0518301 -0.0299135 0.0415546 -0.0416998 -0.0500847 leaf_count=4470 235 1388 1424 618 1465 499 3986 5111 606 840 398 1557 266 747 375 127 198 5133 726 4290 4547 internal_value=0 0.0164009 0.0422797 0.07886 0.124739 0.161881 -0.292116 -0.184374 0.0801276 0.124096 -0.194637 -0.107999 0.16785 0.108638 -0.010946 0.188889 0.370732 -0.194984 0.298752 -0.470077 -0.501038 internal_count=39006 9912 8524 7100 6084 4619 29094 16271 3196 2590 1016 11160 1750 1484 1122 362 1423 9603 1225 12823 8533 Tree=788 num_leaves=31 split_feature=39 8 75 92 66 10 74 41 89 32 74 9 38 56 64 65 27 24 22 58 24 31 15 48 47 85 24 90 47 68 split_gain=4.76967 4.53315 4.2928 3.93556 3.58079 6.2292 6.73319 5.52901 5.43855 3.90672 3.82943 3.72874 3.62978 3.79372 4.28392 3.46542 3.42413 4.46044 4.04096 4.00571 3.98779 6.62667 3.55665 4.04442 4.60385 4.52584 5.04839 3.82177 3.49873 3.41381 threshold=5.5 12.5 6.5 4.5 3.5 4.5 1.5 3.5 4.5 2.5 2.5 4.5 2.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 1.5 0.5 1.5 0.5 2.5 0.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 10 11 16 12 13 14 29 -9 18 -18 19 22 -21 -22 23 24 25 -6 -27 -24 -23 -1 right_child=-2 -3 -4 -5 8 -7 -8 15 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 21 28 27 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 25 5 6 15 8 9 10 11 12 13 14 15 17 17 18 20 21 28 27 23 24 26 26 27 28 29 leaf_value=-0.0137964 -0.0346411 -0.0459245 -0.0336673 0.0508989 0.0100731 0.0260135 0.0189616 0.0241878 0.0779351 -0.04899 -0.0189037 -0.0618494 0.0259997 0.00303861 0.0108148 -0.0166419 0.017357 -0.0323694 0.0433062 0.00602798 0.0655117 -0.0235252 -0.0204695 -0.0212982 -0.00790423 -0.0105393 0.0570718 0.0323557 0.0368208 -0.0442622 leaf_count=12251 3067 1305 1185 118 1454 4153 1428 749 386 1476 841 217 293 1724 1428 243 292 347 292 762 326 149 1058 321 1178 167 508 151 126 1011 internal_value=0 0.0124952 0.0175296 0.0239468 0.0195728 -0.0159636 -0.0361927 -0.0648869 0.0743829 -0.0938072 0.0637143 -0.0816177 -0.0727702 -0.0868947 -0.130559 0.142466 0.0849839 -0.117206 0.110759 0.0892441 0.224429 0.379734 0.0350028 0.0928181 0.139172 0.224325 0.429796 -0.122791 0.0803577 -0.163803 internal_count=39006 35939 34634 33449 33331 24973 20820 19392 8358 18400 7972 16924 16707 16414 14690 992 7131 639 6492 6200 1363 601 4837 3628 3307 2129 675 1209 275 13262 Tree=789 num_leaves=31 split_feature=8 83 14 24 61 10 59 41 70 85 57 29 7 16 47 89 38 39 69 58 80 47 84 43 30 84 66 20 39 37 split_gain=3.69096 2.88144 2.81421 2.54566 2.6394 2.70415 4.15234 4.31331 2.93775 3.8153 3.22354 3.33901 2.75927 5.52476 2.62118 3.75207 3.52235 2.74514 2.64964 2.41218 2.77197 2.83641 2.36744 2.33867 2.31779 2.49481 2.64016 2.27769 2.22516 2.68445 threshold=10.5 0.5 8.5 7.5 6.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 1.5 1.5 0.5 1.5 0.5 1.5 0.5 4.5 6.5 2.5 0.5 1.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 8 7 14 9 22 11 27 13 -8 15 16 18 -16 -7 20 21 24 23 28 25 -11 -27 -10 -1 -30 right_child=-2 -3 -4 -5 -6 6 12 -9 10 19 -12 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_parent=28 0 1 2 3 4 18 13 7 27 25 10 11 12 13 17 15 16 17 18 19 20 21 22 23 24 26 26 27 29 29 leaf_value=-0.00399218 -0.0415186 -0.0351188 -0.0379378 -0.0337345 -0.0397357 -0.0300059 -0.0131949 0.0361458 0.0114879 -0.000335226 -0.0390492 -0.0354643 -0.0222983 0.0384966 0.00205474 0.0702038 0.0312568 -0.0505305 0.0162246 -0.0265782 0.0441041 0.0357815 -0.0476121 0.0262556 -0.0355425 0.042091 -0.00147525 0.0574547 -0.0253316 0.00294867 leaf_count=7027 1721 860 1661 1280 1134 1699 2259 1516 2917 3310 150 546 939 543 781 352 356 224 558 409 105 512 212 410 140 256 129 161 5793 1046 internal_value=0 0.00168091 0.00643437 0.0107377 0.0151005 0.0189657 0.0915828 0.169381 -0.00373794 -0.0302435 0.0849635 0.108548 -0.0450379 0.0643567 0.0791667 0.175272 0.108118 -0.0818656 -0.0750169 0.0422839 0.0612183 0.0424858 -0.0849232 -0.0738903 0.0182586 0.0362479 0.227764 0.134867 -0.0869202 -0.179107 internal_count=39006 37285 36425 34764 33484 32350 9227 5486 23123 19349 3774 3624 3741 2802 3970 2965 2613 1005 2257 4861 4452 4347 14488 14276 3835 3695 385 3078 13866 6839 Tree=790 num_leaves=31 split_feature=39 68 87 57 88 44 74 42 52 2 72 36 59 34 10 76 79 41 90 57 47 65 89 9 74 66 70 32 43 23 split_gain=4.7977 3.62742 3.99477 3.70146 3.39064 3.65058 3.24415 3.16329 3.41185 3.07848 2.56835 2.51812 2.42021 3.4754 3.64117 2.97319 3.07791 3.72763 3.08753 4.03102 2.93547 2.9395 2.67436 2.68148 2.45799 4.6867 4.29074 3.99896 5.29475 3.39957 threshold=3.5 16.5 1.5 21.5 2.5 2.5 19.5 0.5 4.5 1.5 5.5 0.5 9.5 6.5 2.5 0.5 0.5 3.5 1.5 0.5 3.5 3.5 1.5 0.5 1.5 5.5 3.5 0.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 11 12 -4 13 14 15 16 17 18 19 20 21 24 -21 -24 25 26 27 29 -29 -1 right_child=-2 -3 9 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 22 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=29 0 1 11 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 22 20 21 23 23 24 25 26 28 28 29 leaf_value=0.00794333 -0.0266152 0.0459904 -0.0350423 0.0520381 0.0199636 -0.0450164 0.0434361 -0.0145886 -0.0516626 0.028087 0.0381948 0.00165146 -0.0326929 0.0409848 -0.0255418 -0.0217224 0.0166829 -0.0378311 -0.0244971 0.0288956 -0.0201315 -0.0300563 -0.0169924 0.0362191 -0.00752627 0.0253905 0.0365208 -0.0271243 0.0252888 -0.0215838 leaf_count=5117 5308 603 3658 171 1319 321 289 3172 438 209 298 560 1391 206 3262 635 1806 641 491 658 1789 235 247 101 930 1426 185 2597 401 542 internal_value=0 0.0122471 0.00788449 0.0193148 0.0150573 0.00438017 0.0093183 0.00457438 0.0177875 -0.18211 0.0221522 -0.24581 0.0172321 0.0221454 0.0157929 0.0254629 0.0346015 0.0165841 0.0248862 0.0351605 0.0114711 0.0262515 0.193782 -0.00780596 0.0365575 0.0625387 0.026866 0.00495084 -0.16022 0.0494999 internal_count=39006 33698 33095 28668 28497 27178 26857 26568 23396 4427 22958 4218 22660 21269 21063 17801 17166 15360 14719 14228 13222 11433 1006 348 11198 10268 8842 8657 2998 5659 Tree=791 num_leaves=31 split_feature=42 90 63 71 44 52 58 85 39 72 8 80 89 31 43 88 67 76 67 15 28 63 25 36 47 70 10 65 9 75 split_gain=4.36789 3.63287 3.5287 3.37502 3.29459 3.00541 4.20039 5.37661 3.44679 3.2924 2.82204 2.48816 2.39415 7.97291 2.61168 2.40974 2.45181 3.37402 3.24957 3.02275 2.94951 2.5509 4.54483 4.20353 2.5247 2.38729 2.93017 2.68748 2.36187 3.26547 threshold=1.5 14.5 9.5 4.5 0.5 1.5 11.5 3.5 6.5 2.5 4.5 1.5 1.5 0.5 0.5 5.5 1.5 0.5 8.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 15 -14 -15 16 17 28 21 -19 -21 22 23 -18 -23 26 -7 -27 29 -1 right_child=-2 -3 -4 -5 -6 25 -8 -9 -10 -11 -12 -13 13 14 -16 -17 18 19 -20 20 -22 24 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 26 6 7 8 9 10 11 13 14 14 15 23 19 18 20 20 24 22 23 24 27 26 27 28 29 leaf_value=0.000900681 -0.0373025 0.0386595 -0.0469254 -0.0422735 -0.0239063 0.0235018 0.0527713 -0.0347098 -0.0476831 -0.0493944 -0.0456598 -0.0310335 -0.0248747 0.101023 0.0350419 0.0423851 0.00891809 0.0499636 -0.0392366 -0.0214181 0.0378272 0.0647762 0.0460333 -0.0518126 0.00964058 -0.018609 -0.0109781 0.0264418 -0.02066 -0.046027 leaf_count=17350 2825 176 1459 1746 2070 1198 163 1764 1659 717 935 320 851 398 286 132 543 298 303 389 128 251 284 106 131 282 300 107 1557 278 internal_value=0 0.0149452 0.00900244 0.0135598 0.0183835 0.0264516 0.00692526 0.000657768 0.0128167 0.0185462 0.0238364 0.0287232 0.0348905 0.270189 0.63863 0.0261838 0.0208066 0.00225419 0.139663 0.233796 0.0413006 0.180348 0.103317 -0.0175765 0.417801 0.12653 0.182061 -0.0446924 -0.012897 0.000610515 internal_count=39006 36181 36005 34546 32800 30730 28843 28680 26916 25257 24540 23605 23285 1535 684 21750 21618 20000 1618 815 517 1315 933 649 382 1887 1498 389 19185 17628 Tree=792 num_leaves=31 split_feature=63 32 5 42 85 67 61 90 14 75 70 54 64 46 15 21 59 37 76 15 9 24 34 0 47 75 17 66 86 74 split_gain=3.37546 3.16593 2.79593 3.72386 2.4774 2.47411 2.75152 3.15312 3.24129 3.87341 2.9573 7.30471 2.45751 3.10982 2.5146 4.21553 2.49122 2.50571 2.39417 2.23848 2.33867 2.35181 2.21127 2.51031 3.6794 2.2984 2.28946 2.20154 3.15014 2.92527 threshold=9.5 1.5 0.5 1.5 7.5 4.5 2.5 5.5 0.5 1.5 1.5 0.5 0.5 2.5 0.5 3.5 0.5 0.5 0.5 1.5 0.5 2.5 0.5 0.5 0.5 1.5 0.5 6.5 3.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 12 -10 22 -12 13 18 16 -16 17 -14 27 20 21 -3 23 24 -8 26 -26 -1 29 -29 right_child=-2 19 -4 -5 -6 -7 10 -9 9 -11 11 -13 14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=27 0 21 2 3 4 5 24 7 9 9 11 11 17 13 15 15 16 17 18 19 20 21 22 23 26 25 26 29 28 29 leaf_value=-0.000767543 -0.0513154 -0.00218841 0.0295616 -0.0384285 -0.0430955 -0.0291799 0.0425313 -0.048447 -0.0248856 0.0227495 0.0723639 -0.0243892 0.0639494 -0.0326591 -0.0111823 0.0602426 0.00374656 0.0124631 0.0256416 -0.0291597 0.0311931 -0.0521092 -0.0168328 0.0387723 -0.0285204 0.03621 0.0112848 0.0194543 -0.031146 -0.0344935 leaf_count=13925 1532 1631 666 2203 662 658 520 172 5187 321 169 134 350 340 1187 205 291 165 646 3032 273 1145 725 437 522 105 267 1223 130 183 internal_value=0 0.018846 0.0338117 0.0256206 0.0328065 0.0371061 0.0432165 0.0227162 0.0288097 -0.143151 0.15427 0.412952 0.0475066 0.0276139 0.183371 0.0243243 0.319516 0.46068 0.0386833 -0.128443 -0.0248764 -0.110562 0.0935695 0.14892 0.0654435 -0.0441292 -0.123227 0.0243864 0.119527 0.159707 internal_count=39006 37474 31393 30727 28524 27862 27204 24325 24153 5508 2879 303 18645 16447 2198 1392 806 515 16107 6081 3049 2776 2576 1851 1414 894 789 15461 1536 1406 Tree=793 num_leaves=31 split_feature=31 38 66 84 38 32 24 33 71 8 85 22 80 32 30 47 4 18 52 33 10 70 85 53 3 42 74 63 41 64 split_gain=3.0491 4.89856 4.34998 3.10135 3.88282 3.35062 6.39415 4.44709 4.91081 5.30947 6.12795 4.36766 3.99122 4.23929 3.89494 3.80533 4.16785 3.75626 3.1518 5.55027 3.64629 4.13146 3.63773 3.44482 3.34632 2.97196 2.8598 2.84428 2.83283 2.82337 threshold=7.5 0.5 12.5 10.5 3.5 0.5 1.5 5.5 0.5 9.5 1.5 0.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 8.5 1.5 0.5 1.5 0.5 4.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 27 3 4 5 6 7 8 9 10 11 25 18 -14 15 16 -10 29 22 20 21 26 -7 -23 -21 -1 -20 -2 -5 -8 right_child=1 -3 -4 28 -6 12 17 -9 14 -11 -12 -13 13 -15 -16 -17 -18 -19 19 24 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=25 27 1 2 28 4 22 29 7 16 9 10 11 13 13 14 15 16 17 26 24 20 23 22 23 24 25 26 27 28 29 leaf_value=-0.0203171 -0.0182865 0.0410334 -0.03363 0.0366417 -0.0423185 0.00491961 0.00218127 0.028418 0.00485338 0.000645383 -0.00403311 -0.0608143 -0.041529 0.0101992 -0.0508669 -0.0171522 0.0675766 -0.026672 -0.00479209 0.00586991 0.0122645 -0.0568518 -0.0202988 -0.004367 0.0424859 0.00655993 -0.0286513 0.00942145 -0.000311376 0.0320651 leaf_count=9846 298 306 1223 109 682 8953 4981 969 2070 726 1476 806 499 139 393 757 115 240 1314 641 418 149 171 109 218 298 258 494 162 186 internal_value=0 0.0968057 -0.0091545 -0.00706636 -0.00961894 -0.0081154 -0.029655 -0.0684382 -0.0751782 -0.106521 -0.141519 -0.200588 0.0168867 -0.222841 0.0101577 0.0253789 0.065713 0.019673 0.0226687 -0.0349211 -0.0808139 -0.112847 0.0421338 -0.374458 0.135356 -0.184033 -0.0801754 0.0417276 0.184954 0.0285882 internal_count=39006 1098 37908 36685 36414 35732 22863 17456 16487 13152 12426 10950 12869 638 3335 2942 2185 5407 12231 3107 2248 1830 9124 258 859 10144 1572 792 271 5167 Tree=794 num_leaves=31 split_feature=19 54 13 24 52 41 33 31 42 15 85 42 61 86 37 74 10 31 2 3 17 41 76 59 8 88 13 3 74 14 split_gain=3.94057 3.24631 2.96568 3.19067 2.72944 2.69452 2.60842 2.58752 3.17746 4.62359 2.53932 2.50634 2.32319 1.8461 2.56451 2.82755 1.92602 2.59396 2.51859 1.97845 1.89703 2.07107 1.83312 1.76884 2.10765 1.55542 3.75589 3.4523 3.17937 3.54022 threshold=4.5 3.5 10.5 12.5 1.5 2.5 11.5 0.5 0.5 0.5 15.5 0.5 8.5 1.5 5.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 6.5 0.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 7 6 10 8 -4 -10 12 -7 13 14 15 22 17 18 20 -19 21 -15 23 25 -25 -1 27 28 -27 -30 right_child=-2 -3 4 -5 -6 11 -8 -9 9 -11 -12 -13 -14 16 -16 -17 -18 19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31 leaf_parent=25 0 1 8 3 4 11 6 7 9 9 10 11 12 21 14 15 16 19 18 19 20 21 22 24 24 28 26 27 29 29 leaf_value=4.73685e-05 -0.0441839 -0.0506614 -0.00335807 -0.0406903 0.0410915 -0.0459698 -0.0499429 0.0328625 0.0429354 -0.00153965 0.0238314 0.00278286 -0.0345706 -0.00093352 0.0364729 -0.0353221 -0.0391766 -0.00207689 0.0127123 0.0411275 -0.0590759 -0.0543584 -0.0347491 -0.0379347 0.0155579 0.014326 -0.0216106 -0.0071621 -0.0236426 0.0205045 leaf_count=20772 893 514 736 115 105 2316 904 119 109 170 203 312 652 196 276 1412 453 377 115 119 194 104 445 2027 321 2094 174 2257 420 102 internal_value=0 0.00268611 0.0038056 -0.00207082 0.0926378 -0.000591765 0.00144419 0.06831 0.0379564 0.189407 0.00243308 -0.249864 0.000384863 0.00167312 0.00480734 0.00339691 -0.111788 -0.0624922 -0.188989 0.110325 -0.305283 -0.172605 0.00497256 0.00601067 -0.218082 0.00759084 0.0516502 0.0719846 0.109481 -0.0756538 internal_count=39006 38113 37599 36360 1239 36245 33617 1134 1015 279 32713 2628 32510 31858 30300 30024 1558 1105 609 496 494 300 28612 28167 2348 25819 5047 4873 2616 522 Tree=795 num_leaves=31 split_feature=53 80 61 25 41 74 13 14 85 47 59 42 49 8 42 47 24 55 70 7 38 84 21 0 47 24 63 11 63 19 split_gain=4.45597 4.45145 3.43094 3.11973 3.01952 3.63584 2.75372 2.67089 4.17077 2.88891 2.60067 6.60855 6.06634 5.21098 5.40605 3.5393 5.15785 3.91545 3.5912 3.31012 3.83497 3.24647 2.89038 2.87971 3.61873 3.15662 4.34917 3.22363 2.22201 2.12574 threshold=3.5 0.5 5.5 4.5 3.5 1.5 0.5 3.5 1.5 0.5 0.5 2.5 1.5 0.5 4.5 1.5 1.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 3.5 5.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 10 -6 -2 9 -9 12 15 13 14 19 17 -17 18 29 20 23 -15 -22 25 28 27 -27 -1 -25 -12 right_child=7 -3 -4 -5 6 -7 -8 8 -10 -11 11 -13 -14 21 -16 16 -18 -19 -20 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=27 7 1 2 3 6 5 6 9 8 9 29 11 12 21 14 16 16 17 18 19 22 21 22 28 24 26 26 27 28 29 leaf_value=0.0061126 -0.0271032 -0.035885 -0.0502653 0.0553043 0.000433082 -0.0342529 0.0475518 -0.0320099 0.0391195 0.0233375 0.0281258 0.0349382 -0.0434585 -0.0286896 -0.0342473 0.0259061 -0.0380289 -0.0449983 -0.0317997 -0.0288903 -0.036466 0.0303507 0.0211649 -0.0084184 -0.041608 0.00945657 0.0463075 -0.0204486 0.0236588 -0.0110197 leaf_count=9957 6504 1316 1015 444 608 2370 285 376 149 195 1348 292 806 3785 431 976 617 205 442 1429 844 237 294 1033 769 694 225 703 278 379 internal_value=0 0.0113581 0.0174657 0.0208717 0.017825 0.0113178 0.260365 -0.162477 -0.00811981 -0.166822 0.0168326 0.107432 0.00118622 0.0100845 0.0248636 0.00633668 -0.192636 0.0996835 0.154602 0.0350797 0.0423692 -0.219895 -0.232013 0.0525657 -0.0812528 0.0688482 0.20167 0.048678 -0.00586774 0.219041 internal_count=39006 31782 30466 29451 29007 28114 893 7224 720 571 25744 4259 21485 20679 16657 3967 1593 2374 2169 16226 14797 4022 1138 13659 2080 11579 919 10660 1311 1727 Tree=796 num_leaves=20 split_feature=33 48 13 82 74 42 24 25 85 61 33 8 8 71 66 14 47 66 66 split_gain=4.96187 2.55722 2.15504 2.22589 1.93658 2.2493 2.85359 1.72694 1.42849 1.15386 1.12455 0.848013 0.79259 1.18442 0.732299 0.525251 0.482628 0.47188 0.0550882 threshold=0.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 5.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=8 2 3 4 5 7 -7 10 9 11 12 14 13 15 -1 17 -12 -2 -10 right_child=1 -3 -4 -5 -6 6 -8 -9 18 -11 16 -13 -14 -15 -16 -17 -18 -19 -20 leaf_parent=14 17 1 2 3 4 6 6 7 18 9 16 11 12 13 14 15 16 17 18 leaf_value=-0.00650307 0.0296717 -0.0462023 -0.0426523 -0.0327395 -0.0247198 -0.0500498 0.0205585 -0.0156291 -0.050099 -0.0433917 0.0485163 0.0130352 -0.00877329 -0.00861927 -0.0407005 0.0395505 0.0244918 0.00781948 -0.0413147 leaf_count=3776 257 1934 1000 1182 1134 239 293 672 8560 6639 1007 1751 506 503 4060 197 348 623 4325 internal_value=0 -0.00743195 0.0197063 0.0443959 0.0766966 0.111757 -0.176291 0.162504 -0.297419 -0.196221 0.20391 -0.102567 0.140956 0.183102 -0.200483 0.246444 0.358181 0.18376 -0.468551 internal_count=39006 9895 7961 6961 5779 4645 532 4113 29111 16226 3441 9587 2086 1580 7836 1077 1355 880 12885 Tree=797 num_leaves=31 split_feature=42 8 88 77 13 10 66 74 46 29 41 21 32 22 69 29 87 47 73 78 26 43 74 16 47 69 15 25 69 15 split_gain=5.37552 4.17097 4.02285 3.65107 3.56784 3.55185 3.63293 6.70112 4.94961 4.82237 4.31324 4.6452 4.26064 4.20157 3.81513 3.64343 3.61241 3.56444 3.20293 3.50704 2.85166 2.73843 2.65955 2.60231 7.41898 4.36897 2.65492 2.64168 4.89193 3.72546 threshold=4.5 9.5 9.5 4.5 6.5 4.5 2.5 11.5 0.5 0.5 3.5 4.5 2.5 1.5 0.5 1.5 1.5 3.5 2.5 2.5 0.5 0.5 1.5 2.5 2.5 0.5 0.5 2.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 -10 11 12 16 15 -15 18 22 -16 19 23 -7 -20 -1 27 26 -26 -25 29 -29 -8 right_child=-2 -3 -4 -5 -6 20 13 -9 9 -11 -12 -13 -14 14 17 -17 -18 -19 21 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_parent=22 0 1 2 3 4 20 29 7 9 9 10 11 12 14 17 15 16 17 21 19 20 21 22 26 25 25 26 28 28 29 leaf_value=-0.0102001 -0.0459688 -0.0324097 -0.0593325 -0.0415918 -0.0417284 -0.00256171 0.00616846 0.0677759 0.019132 -0.0491879 0.0132417 0.0419362 -0.058144 0.0671558 -0.0112289 -0.0439037 -0.0362716 0.0568875 0.0610525 0.0234592 0.0362227 0.00325513 0.0139305 -0.0190725 0.066093 -0.0133983 -0.0723122 0.0516611 -0.00607461 -0.0123912 leaf_count=10806 972 1854 137 483 3068 800 5411 178 1123 154 826 228 1357 188 223 384 2496 113 207 502 3475 152 690 223 153 129 180 350 200 1944 internal_value=0 0.00244901 0.00914248 0.0127133 0.0172955 0.0217592 0.0121233 -0.0329905 -0.0436976 0.13351 -0.0758954 -0.104101 -0.117825 0.058461 0.32791 0.0402723 -0.103239 0.12312 0.0497375 0.0363581 0.224227 0.353713 -0.0804471 0.0129051 -0.176252 0.212015 -0.467304 0.0333006 0.234886 0.0117783 internal_count=39006 38034 36180 36043 35560 32492 28217 17858 17680 1277 16403 15577 15349 10359 524 9835 13992 336 9451 9092 4275 359 11496 8590 685 282 403 7905 550 7355 Tree=798 num_leaves=31 split_feature=78 36 44 74 61 47 31 12 84 85 42 2 13 75 90 14 7 84 32 42 12 87 76 74 16 85 35 70 46 35 split_gain=2.87165 2.86974 3.7924 3.98417 3.9875 3.26359 4.62972 3.84818 3.69377 3.53576 3.85783 2.9658 2.99532 3.07501 3.12127 2.8709 2.77433 2.52998 2.43475 3.03202 2.21787 3.50145 2.45205 3.90438 3.43101 2.77065 2.21437 2.30709 4.2227 4.11975 threshold=7.5 1.5 4.5 3.5 2.5 1.5 2.5 0.5 2.5 2.5 0.5 2.5 8.5 5.5 1.5 6.5 1.5 0.5 2.5 9.5 1.5 0.5 0.5 0.5 4.5 15.5 2.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 11 6 8 16 9 10 -3 12 13 14 15 18 -7 -6 19 20 22 -22 24 -24 25 26 27 -1 29 -29 right_child=-2 5 -4 -5 17 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=27 0 10 2 3 17 16 6 7 8 9 10 11 12 13 14 15 16 17 18 19 21 21 23 23 24 25 26 29 28 29 leaf_value=0.00198429 -0.0490334 0.00942996 0.0383718 -0.0392667 -0.0336648 0.025732 -0.0493189 -0.000573418 -0.0339967 -0.0185876 0.0685332 -0.0427508 -0.0313395 -0.0300872 0.0366767 -0.0437634 0.0780585 -0.00114236 -0.025413 -0.0452896 -0.0420697 0.0244043 0.00689105 0.0710619 0.0425595 -0.0318046 -0.0264744 0.0288986 -0.00928162 -0.00907859 leaf_count=16409 344 667 119 1321 3363 241 205 349 203 112 156 2950 1772 754 429 1176 163 1437 1100 175 702 240 562 190 205 126 686 1768 682 400 internal_value=0 0.0102722 -0.00252787 -0.00879968 -0.00206225 0.140682 0.0161139 0.311183 0.118493 0.227474 0.370682 0.0114177 0.0161888 0.0226757 0.029593 0.0227114 0.498366 -0.197454 0.027442 0.0340687 0.0389526 -0.205127 0.0461516 0.281211 0.0376433 0.0301689 0.0370231 0.0434686 0.131076 0.210741 internal_count=39006 38662 36566 36447 35126 2096 1343 753 1138 935 823 30326 27376 25604 24850 24421 404 4800 23245 22145 21970 942 21028 752 20276 20071 19945 19259 2850 2168 Tree=799 num_leaves=31 split_feature=14 85 75 12 34 90 13 44 12 40 18 46 19 67 48 53 84 32 29 78 9 88 66 16 35 14 70 10 88 82 split_gain=4.60031 3.90178 3.88673 3.37969 3.40502 3.10736 2.92967 2.67574 2.69442 2.91523 2.75523 2.77525 2.61574 2.92001 2.87834 2.74883 2.66794 2.67265 2.88656 2.53461 3.56858 4.09462 3.35665 3.53215 3.24934 2.73233 2.50897 2.47463 2.40207 2.38634 threshold=2.5 0.5 7.5 9.5 17.5 4.5 2.5 0.5 1.5 2.5 3.5 3.5 2.5 11.5 0.5 4.5 1.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 6 4 5 7 19 8 9 10 11 12 13 15 26 16 17 -1 -19 20 21 25 -22 -24 -21 -3 29 -17 -10 -14 right_child=-2 2 -4 -5 -6 -7 -8 -9 28 -11 -12 -13 14 -15 -16 27 -18 18 -20 24 22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=17 0 25 2 3 4 5 6 7 28 9 10 11 29 13 14 27 16 18 18 24 22 21 23 23 24 25 26 27 28 29 leaf_value=0.00618436 -0.025831 -0.00597359 0.023147 0.0410396 0.0491432 -0.0472844 -0.0326265 -0.0138152 -0.022734 0.0350746 0.0451902 0.0241787 0.0854852 0.04808 -0.00750679 -0.00560985 -0.0261716 -0.0141168 0.0252921 -0.0115869 -0.0106027 0.0329048 0.0567756 -0.0121478 -0.0625513 -0.0327268 0.00798573 -0.0508274 0.0241091 0.028503 leaf_count=8465 4153 4983 399 289 167 277 5335 1180 897 335 356 379 101 161 176 660 523 3460 174 1050 229 353 252 105 314 1390 123 2372 207 141 internal_value=0 0.0133306 -0.0575936 0.043001 0.0359641 0.0301359 -0.0821802 0.0350139 0.0473327 0.0596207 0.0505083 0.0440665 0.0306824 0.0158357 0.210053 0.00891286 0.0229625 0.0341203 -0.0851551 -0.058366 -0.026548 -0.0677035 0.196909 0.380506 -0.231837 -0.0991983 0.344501 -0.209975 -0.139916 0.530303 internal_count=39006 34853 14410 20443 20154 19987 14011 19710 18530 17426 17091 16735 16356 15815 541 15654 12622 12099 3634 8676 7312 6726 586 357 1364 6373 365 3032 1104 242 Tree=800 num_leaves=31 split_feature=13 76 35 61 8 14 33 59 40 86 49 17 63 12 72 67 88 52 69 82 24 82 13 65 26 65 78 74 17 24 split_gain=4.03519 6.96463 3.97072 3.80665 3.40951 2.85698 2.74906 2.65093 2.6206 2.66669 4.2761 2.54808 2.41071 2.5377 2.399 2.31716 2.23708 2.16264 3.83813 3.15368 3.07551 2.69886 2.24506 4.04928 3.57943 3.27827 3.04867 2.72398 2.82795 2.67751 threshold=1.5 1.5 0.5 6.5 4.5 4.5 4.5 7.5 5.5 2.5 0.5 0.5 0.5 0.5 0.5 9.5 5.5 1.5 2.5 0.5 4.5 5.5 0.5 2.5 0.5 4.5 2.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=4 2 3 -2 5 6 7 8 9 10 15 -11 13 -12 -4 16 17 18 20 -19 21 22 24 29 25 26 27 -1 -29 -24 right_child=1 -3 14 -5 -6 -7 -8 -9 -10 11 12 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_parent=27 3 1 14 3 4 5 6 7 8 11 13 11 12 13 14 15 16 19 18 19 20 21 29 23 24 25 26 28 28 29 leaf_value=0.0124498 -0.0370996 0.048948 0.00541024 0.0191693 -0.0377296 -0.0414141 -0.03609 -0.0341297 0.0412988 0.0399985 -0.0160114 0.003982 -0.0335678 0.0271574 -0.0362485 -0.042186 0.0442236 0.0224168 -0.03213 -0.0151234 -0.028864 0.0439143 -0.0176213 0.0332075 -0.021511 0.0474066 -0.0304568 0.00649071 -0.0207727 0.026717 leaf_count=5515 8205 290 2149 113 2090 1745 1852 2056 127 315 1221 363 1248 366 365 276 158 815 764 162 346 350 2306 185 2902 157 160 1571 550 284 internal_value=0 -0.116543 -0.168569 -0.299457 0.028653 0.0345105 0.0390156 0.0439277 0.0489055 0.0436316 0.0325423 0.222379 -0.155559 -0.0342491 -0.0194422 0.0504884 0.0547305 0.0496935 0.0322083 0.159012 0.0433394 0.0531363 0.0455243 -0.0621412 0.0686739 0.0856877 0.0736193 0.0855031 -0.0207117 -0.126581 internal_count=39006 11122 10832 8318 27884 25794 24049 22197 20141 20014 19336 678 2835 1587 2514 16501 16225 16067 15090 977 14326 13980 13630 2775 10855 7953 7796 7636 2121 2590 Tree=801 num_leaves=31 split_feature=8 14 13 40 0 66 61 87 52 32 39 29 10 24 86 53 68 49 36 31 84 2 53 0 80 47 69 1 70 23 split_gain=3.44395 3.08399 2.95958 2.74705 2.70997 2.59368 4.15369 4.57274 3.60587 2.79304 2.62815 2.48771 2.20161 2.22126 2.01939 1.8443 1.79442 2.05553 2.20109 3.62357 3.46442 5.29084 2.67538 4.76895 2.52165 3.15321 2.67263 2.73489 2.798 6.40204 threshold=3.5 4.5 7.5 2.5 3.5 0.5 3.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 7.5 1.5 5.5 3.5 0.5 6.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 11 -8 12 13 15 16 -1 17 18 19 20 24 22 23 -22 26 -26 27 28 -7 -30 right_child=-2 -3 -4 -5 -6 14 10 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_parent=15 0 1 2 3 4 28 10 7 8 9 10 11 12 13 14 15 16 17 18 19 23 21 22 23 25 25 26 27 29 29 leaf_value=-0.000332995 -0.0365798 -0.0425049 -0.0503851 -0.0296646 -0.0236705 -0.00574124 0.050382 -0.0349367 0.0463923 -0.0302507 1.58521e-06 0.0411647 -0.0374743 -0.0389294 -0.0372315 0.0340683 -0.0302316 -0.0343058 0.0157371 0.0454945 -0.00307708 -0.0249342 0.0515789 0.0603264 0.057326 0.00381429 0.0326071 -0.0317495 0.0601929 0.00173186 leaf_count=2137 2555 2288 2455 757 804 7821 188 3648 177 1927 419 422 2560 743 164 554 956 341 2802 147 686 329 529 136 215 330 373 847 261 1436 internal_value=0 0.0179723 0.0228563 0.026842 0.0329112 0.0402296 -0.0384723 -0.0825777 -0.0208004 -0.0538216 0.256863 -0.000571005 -0.0353115 0.00517333 0.0648763 0.0445127 0.0694125 0.0742024 0.0791536 0.0505352 0.0380889 0.198554 0.303263 0.165589 0.00717587 0.225932 -0.0125087 -0.0272013 -0.00890462 0.110179 internal_count=39006 36451 34163 31708 30951 30147 12775 12168 8520 8343 607 6416 5994 3434 17372 2691 17208 16252 15911 13110 12963 1680 1351 822 11283 545 10738 10365 9518 1697 Tree=802 num_leaves=31 split_feature=59 67 16 11 46 51 50 33 86 12 18 42 0 23 47 61 23 14 81 91 15 70 47 24 42 14 69 13 24 72 split_gain=2.73533 2.68871 2.61058 2.42553 3.54712 2.96562 2.96012 2.85195 3.51907 4.4098 3.39475 3.91092 3.29141 2.89757 3.12865 2.87326 2.83222 2.67497 3.57541 3.3 3.85902 4.09938 4.04264 3.08158 3.04358 4.09787 3.58032 5.12507 2.68557 4.41939 threshold=5.5 4.5 3.5 0.5 0.5 1.5 0.5 7.5 0.5 2.5 0.5 5.5 3.5 10.5 9.5 7.5 4.5 5.5 0.5 0.5 1.5 0.5 2.5 4.5 0.5 10.5 3.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 -5 7 8 9 13 11 12 -10 14 15 17 -9 18 19 28 22 -22 23 -21 26 -26 27 -19 29 -1 right_child=-2 -3 -4 5 -6 -7 -8 16 10 -11 -12 -13 -14 -15 -16 -17 -18 24 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 5 4 5 6 16 12 9 10 11 12 13 14 15 16 27 18 23 21 21 22 23 25 25 26 27 28 29 leaf_value=-0.00190096 -0.0507598 -0.0429634 -0.0458657 0.00797985 -0.0147218 -0.0467554 -0.0353433 -0.00410956 -0.00538996 -0.0480002 -0.031665 0.0266534 -0.0520757 -0.0282541 0.025417 -0.0381473 0.053164 0.0111885 -0.0289206 -0.0254703 0.00849425 -0.0408495 0.0094059 0.00287759 0.016726 -0.0233774 -0.0116875 0.0459949 0.00281508 -0.0342708 leaf_count=4550 2550 762 763 3349 2151 289 543 1064 3565 528 593 113 154 581 316 309 144 754 1564 1160 986 127 340 159 122 171 150 167 10106 876 internal_value=0 -0.000944766 2.00331e-06 0.000863094 -0.0045708 0.0685199 -0.000499075 0.000913484 -0.000785876 0.00852812 -0.065056 -0.0469229 -0.0648988 0.0102861 0.0122202 0.00967606 0.284693 0.0111365 0.00392856 0.00659952 -0.0702201 0.0384472 -0.141573 -0.198679 0.0851958 -0.0641548 0.131047 0.173515 0.0160922 -0.0392032 internal_count=39006 36456 35694 34931 31293 3638 29142 28599 27391 22966 4425 3832 3719 22438 21857 21541 1208 21232 19868 18304 2772 1113 1659 1319 1364 293 1071 921 15532 5426 Tree=803 num_leaves=31 split_feature=91 78 15 24 90 39 24 14 0 85 53 14 70 88 14 51 58 24 70 41 10 88 10 42 66 63 66 7 31 23 split_gain=3.47791 2.6762 2.77116 3.19139 2.87876 2.35548 5.73093 5.0427 3.64551 2.76276 5.16705 5.11108 3.56977 3.56649 2.99797 4.89731 3.67743 3.08532 5.0999 4.45438 4.85035 3.87483 3.4428 2.81999 2.80341 6.1702 5.00848 4.26261 4.20474 5.9711 threshold=2.5 2.5 9.5 2.5 1.5 12.5 7.5 0.5 2.5 0.5 0.5 10.5 3.5 1.5 1.5 0.5 0.5 6.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 9.5 5.5 0.5 8.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -4 5 8 7 -7 9 10 13 23 14 24 17 16 -16 19 22 21 -21 -11 -19 -12 27 28 -27 -1 29 -26 right_child=-2 -3 3 -5 -6 6 -8 -9 -10 12 11 -13 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_parent=27 0 1 3 3 4 7 6 7 8 21 23 11 12 13 16 15 16 22 18 20 20 21 22 23 29 26 26 27 28 29 leaf_value=0.00181028 -0.0352291 -0.0237903 0.0308449 -0.0139001 -0.0379571 0.00247307 -0.032372 0.0346139 -0.0223472 0.000471051 -0.0235046 0.00280498 -0.0550702 0.0316166 0.0131643 -0.0272922 -0.00888309 0.0117071 0.0504289 -0.0124965 0.0309213 0.0154413 -0.0329557 -0.00344123 0.00665756 -0.00433199 0.0298217 0.0282168 0.0117139 -0.0208706 leaf_count=3203 1297 966 295 100 970 384 144 285 1036 7088 7899 667 180 274 1734 135 309 536 109 1970 254 897 110 1289 1002 233 201 875 195 4369 internal_value=0 0.00572439 0.00765604 0.190179 0.00496505 0.0063115 0.106401 0.165473 0.00206401 0.00510513 -0.0266296 -0.109632 0.0217054 0.00793285 0.0235166 0.0823394 0.102266 0.00866794 0.134052 -0.000310912 -0.0957777 0.0179336 0.0588374 -0.17974 -0.00116633 -0.0450041 0.118067 0.0506079 -0.101575 -0.14029 internal_count=39006 37709 36743 395 36348 35378 813 669 34565 33529 20207 9855 13322 10352 13142 2178 2043 10964 755 10209 2224 7985 646 9188 10078 6000 434 4078 5566 5371 Tree=804 num_leaves=31 split_feature=31 81 61 46 32 87 33 47 88 39 14 13 85 79 23 23 63 85 13 39 67 41 88 63 41 74 61 53 45 72 split_gain=3.67026 3.44147 3.14079 3.00276 2.67638 3.86221 3.76726 3.94088 2.77373 2.66143 5.05828 6.34069 5.33629 5.33732 5.01799 5.36083 5.1008 4.45511 4.3148 4.82609 4.27852 4.19408 3.58718 3.40592 3.0477 3.00421 2.98399 2.81484 3.52221 3.69444 threshold=4.5 0.5 5.5 1.5 2.5 2.5 3.5 1.5 2.5 1.5 1.5 1.5 0.5 0.5 0.5 1.5 1.5 0.5 5.5 11.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 4.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 -6 8 -8 9 10 11 12 -1 22 17 -16 -17 -13 20 -20 27 -12 24 -22 25 26 -14 28 29 -11 right_child=-2 -3 -4 -5 5 -7 7 -9 -10 18 21 14 13 -15 15 16 -18 -19 19 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=12 0 1 2 3 5 5 7 7 8 29 21 17 26 13 15 16 16 17 19 19 23 21 22 23 24 25 26 27 28 29 leaf_value=-0.026915 -0.0407557 -0.0371969 -0.0381847 -0.0513274 -0.0190519 0.0138692 -0.00196267 0.0798412 -0.0372046 0.00634829 0.00289669 0.0451935 -0.00562252 0.0434036 -0.0279269 0.0274044 -0.0412514 0.00736336 0.000459115 -0.0435947 0.0569856 0.0309093 0.0347883 -0.00828126 0.0400147 -0.0550891 -0.0411797 -0.0195693 0.0426682 0.048462 leaf_count=9097 3146 3316 1470 1147 1869 457 1263 656 624 3769 1769 270 1329 414 643 663 245 884 2013 331 321 396 307 146 187 647 594 463 336 234 internal_value=0 -4.23001e-05 0.00438005 0.00831278 0.0111253 -0.103947 0.0225491 0.41886 0.0174166 0.0213117 -0.0133995 -0.058439 -0.137708 -0.0403883 0.0540382 -0.089482 0.122543 0.172963 0.0636659 -0.0424795 0.11352 0.099482 -0.0873237 0.413289 -0.125113 -0.154025 -0.114229 0.087794 0.107227 0.0841691 internal_count=39006 35860 32544 31074 29927 2326 27601 1919 25682 25058 17445 15280 12575 3478 2705 1551 908 1154 7613 2344 5269 2165 3064 467 2757 2570 1923 4802 4339 4003 Tree=805 num_leaves=22 split_feature=33 24 38 58 56 32 12 7 85 32 31 39 23 53 33 23 33 61 66 47 13 split_gain=5.99218 2.51862 2.4751 2.38401 1.57503 1.75592 1.62351 2.01235 1.59661 1.97391 1.38025 0.900278 0.871345 0.84263 0.892931 0.796381 0.590717 0.480759 0.34454 0.276837 3.94493e-06 threshold=0.5 3.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 5.5 0.5 1.5 0.5 6.5 3.5 4.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=10 2 3 4 6 -6 7 13 9 16 11 12 19 14 17 -4 -9 18 -2 -1 -13 right_child=1 -3 15 -5 5 -7 -8 8 -10 -11 -12 20 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_parent=19 18 1 15 3 5 5 6 16 8 9 10 20 12 13 14 15 16 17 18 19 20 leaf_value=-0.0249879 -0.00901572 -0.0451809 -0.00852226 -0.0324842 -0.0404433 0.0167264 -0.0166504 -0.000178818 0.0667525 0.0613423 0.00157754 -0.050136 -0.0501799 -0.010454 0.0372769 -0.047449 0.0298606 0.0244088 0.0120995 -0.00515901 -0.0500591 leaf_count=4452 250 1050 676 737 881 395 764 510 264 183 2018 6350 6294 1271 594 982 452 353 515 2874 7141 internal_value=0 0.0178524 0.0439552 0.0831978 0.116852 -0.134624 0.155905 0.192179 0.345778 0.247832 -0.304285 -0.357977 -0.266461 0.0871835 0.146483 -0.28011 0.108821 0.0767744 0.0103774 -0.178186 -0.501004 internal_count=39006 9877 8827 7169 6432 1276 5156 4392 1409 1145 29129 27111 13620 2983 1712 1658 962 1118 765 7326 13491 Tree=806 num_leaves=31 split_feature=88 42 10 59 6 78 24 44 63 8 14 20 65 92 28 88 2 41 90 13 59 59 15 29 61 49 31 39 21 16 split_gain=3.7739 3.6869 4.65827 3.82882 3.97595 3.57912 4.12607 3.54463 3.50869 3.06105 3.06559 2.91682 2.62313 2.67468 2.71277 2.96353 4.91635 4.39476 3.00681 2.69893 2.5265 2.47798 2.47085 2.67227 3.05329 4.19976 2.52884 3.70938 3.47518 3.18067 threshold=9.5 1.5 6.5 11.5 2.5 6.5 6.5 16.5 3.5 12.5 4.5 0.5 8.5 3.5 11.5 1.5 1.5 3.5 6.5 4.5 0.5 17.5 0.5 0.5 0.5 2.5 0.5 1.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 11 10 12 20 13 14 15 16 18 -17 19 22 -3 -5 26 24 -24 -26 27 28 -1 -28 right_child=-2 8 -4 21 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 29 -29 -30 -31 leaf_parent=28 0 20 2 21 4 5 6 7 8 9 10 11 12 13 14 17 16 17 18 19 20 21 24 23 25 25 29 27 28 29 leaf_value=-0.000791239 -0.0582417 -0.0473291 0.0324071 0.0295201 -0.0375454 0.0251294 -0.0415325 0.0538031 0.0361861 -0.0403044 -0.0453704 0.0214968 -0.0442871 0.0396251 0.035627 -0.0257338 0.0255545 0.030539 0.0480641 -0.0371872 -0.0122421 -0.0185072 0.00530726 -0.0292554 -0.0136465 0.039417 0.00660642 -0.0350694 0.034469 0.036617 leaf_count=6559 147 1688 3315 1228 655 407 1595 100 191 1311 2022 343 120 119 113 1271 987 121 226 3310 560 130 2458 618 3689 132 3194 1710 249 438 internal_value=0 0.00392771 0.0145226 0.00620333 -0.00400475 0.00236299 -0.00633709 -1.92166e-05 -0.177855 -0.00420861 0.000710078 -0.239518 0.00508688 0.00892254 0.00436056 -0.000792054 0.0114076 -0.16554 -0.00326113 -0.00805925 -0.307347 0.219129 -0.00227401 -0.053823 -0.0329166 -0.105043 0.0357 -0.00693639 0.015667 0.117305 internal_count=39006 38859 36077 32762 31404 30749 30342 28747 2782 28647 27336 2591 25314 25194 25075 24962 23570 1392 22583 22357 2248 1358 19047 6897 6279 3821 12150 8518 6808 3632 Tree=807 num_leaves=31 split_feature=14 52 84 65 24 61 57 90 53 81 58 91 39 29 22 58 59 42 9 24 15 25 15 21 13 87 42 66 42 46 split_gain=3.22098 3.32051 3.38468 3.21525 2.87883 3.35531 2.82628 3.10148 3.28867 3.13659 2.8152 2.73683 2.59698 2.48181 2.77124 2.42706 2.39023 2.99613 2.36868 2.64945 2.76096 2.41216 2.48732 2.31249 2.37874 3.30273 2.2385 2.22427 6.01089 3.58806 threshold=0.5 1.5 0.5 1.5 4.5 2.5 2.5 1.5 6.5 0.5 1.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 1.5 2.5 1.5 2.5 0.5 5.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 12 5 6 7 8 9 13 18 -5 15 14 27 -2 17 -17 21 20 -20 23 -23 24 25 -4 -14 -1 29 -29 right_child=3 -3 10 11 -6 -7 -8 -9 -10 -11 -12 -13 26 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=27 15 1 25 11 4 5 6 7 8 9 10 11 26 13 14 17 16 17 20 19 20 22 22 23 24 25 26 29 28 29 leaf_value=0.00438481 -0.0106877 -0.0186828 0.0175953 0.0223848 -0.0297028 -0.026999 -0.0327171 0.0405895 -0.0473365 0.0434917 -0.0210415 -0.0329696 -0.0415565 -0.0290322 0.0297134 0.00796235 -0.0210553 0.071993 -0.00784409 -0.0239161 0.0290396 0.015876 0.0706601 -0.0257372 0.0359794 -0.0246168 -0.00881111 -0.0372501 0.0465272 0.0231768 leaf_count=10882 5400 1634 1201 830 1670 2106 1253 416 1918 793 257 372 2873 1386 245 461 176 101 283 227 373 196 263 144 665 110 1087 1396 104 184 internal_value=0 0.0273148 0.0391316 -0.0736 0.00404175 0.0152094 0.0294594 0.0395381 0.0284674 0.0372962 0.116696 0.131801 -0.111163 0.0264818 0.0375136 -0.063117 0.143614 0.287609 0.138914 0.0170703 0.110385 0.192511 0.443654 0.154383 0.180062 0.115773 -0.264588 0.0219587 -0.134989 -0.261353 internal_count=39006 27706 26072 11300 22353 20683 18577 17324 16908 14990 3719 1202 10098 14197 12811 6138 738 562 3462 883 656 2579 459 2120 1976 1311 3960 12566 1684 1580 Tree=808 num_leaves=31 split_feature=13 14 87 34 18 42 78 64 83 24 68 38 0 86 7 7 38 82 57 6 9 72 8 47 70 61 63 40 79 15 split_gain=5.18726 3.51969 3.4936 3.27496 3.23244 3.04381 2.93839 3.17696 3.32477 3.10334 2.72635 2.81436 2.73281 2.67139 2.5368 2.64815 4.43472 4.96736 6.28647 3.09682 3.13714 3.04674 4.23969 3.88133 2.98035 3.22646 2.93563 2.74718 2.72312 2.65455 threshold=4.5 7.5 4.5 21.5 14.5 4.5 4.5 4.5 2.5 4.5 16.5 6.5 5.5 4.5 5.5 0.5 0.5 5.5 3.5 1.5 3.5 1.5 10.5 1.5 0.5 7.5 1.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 19 18 26 20 21 -1 23 -23 27 28 -18 -17 -26 -21 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 24 17 -19 -20 29 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=21 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 27 26 17 18 29 20 23 22 23 28 25 26 27 28 29 leaf_value=-0.00220759 -0.038667 -0.0506145 -0.0473857 0.0475797 0.0525567 -0.0414253 -0.0364851 0.0438651 0.0390758 -0.0327702 0.0447042 -0.0440319 0.0511816 -0.0344531 -0.0293292 -0.0018306 -0.0233588 -0.0613041 0.0491462 0.0351123 0.0456088 0.0570381 -0.0161599 -0.0109815 0.00862931 0.0657383 0.00869818 0.0287846 0.0386874 -0.0119772 leaf_count=15258 5060 1729 1096 175 382 593 575 104 143 1298 440 330 135 354 744 4548 1366 113 194 207 118 367 649 166 1524 115 451 357 301 114 internal_value=0 0.0100298 0.0136839 0.0175511 0.0136636 0.0101996 0.0141601 0.0184818 0.0142189 0.00919015 0.0145064 0.0108113 0.0144997 0.0112242 0.0157296 0.0207174 -0.0085887 -0.146769 -0.0908683 0.0216346 0.00486279 -0.00374809 0.206069 0.387242 0.0765068 0.160779 -0.154305 0.013106 0.13365 0.23355 internal_count=39006 33946 32217 31121 30946 30564 29971 29396 29292 29149 27851 27411 27081 26946 26592 25848 19003 2124 2011 16879 16558 16440 1182 533 6845 1940 1817 4905 1825 321 Tree=809 num_leaves=31 split_feature=39 61 63 35 67 7 39 9 0 14 82 23 49 2 46 22 66 65 46 17 29 70 78 31 90 88 7 41 15 68 split_gain=4.18015 3.29203 3.14507 2.83112 4.58453 4.28294 4.60976 3.99297 3.49044 3.05923 2.96597 3.12131 2.91562 2.39202 2.34589 2.16099 2.57847 2.5011 3.33091 2.81186 2.6515 2.17107 2.09643 2.20123 2.06454 3.77316 3.79214 2.04333 1.95233 1.9245 threshold=3.5 5.5 6.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 1.5 3.5 0.5 0.5 0.5 0.5 4.5 3.5 1.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 3.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 4 5 6 7 9 -8 29 11 -7 13 14 -6 17 -17 18 20 -19 22 -20 -5 24 25 26 -24 -15 -21 -1 right_child=1 -3 -4 15 12 10 8 -9 -10 -11 -12 -13 -14 27 -16 16 -18 19 21 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 1 1 2 22 14 11 8 7 8 9 10 11 12 27 14 16 16 19 21 28 20 21 26 23 24 25 26 27 28 29 leaf_value=0.00523041 -0.0385448 0.00689752 -0.033909 0.00891202 0.0151121 0.00666796 -0.0345633 -0.0401304 0.0111282 -0.0464652 0.0399087 -0.0272659 -0.0283093 0.0202238 -0.0180981 0.0160311 -0.0385283 0.0558329 -0.00172425 0.0013345 0.0472745 -0.0595918 -0.0650372 0.0102734 -0.0398575 0.0398336 0.000969098 0.0722381 0.0446545 -0.0329839 leaf_count=5885 5068 236 2128 5246 1549 2810 6391 1113 372 1399 559 860 426 447 592 341 546 137 168 247 147 232 136 495 102 138 134 205 106 791 internal_value=0 -0.234226 0.0125181 0.0182148 -0.0237251 -0.0675454 -0.130318 -0.0496437 -0.279303 -0.00400719 0.0475799 0.00723092 0.108985 0.146985 0.0922284 0.0619026 -0.1752 0.0739456 0.0538745 0.246964 0.0685829 -0.297036 0.0579911 -0.0535879 -0.160542 -0.0495916 -0.207574 0.391851 0.126337 0.0261491 internal_count=39006 5304 33702 31574 23399 20180 15951 9188 6763 8075 4229 3670 3219 2793 2141 8175 887 7288 6798 490 6398 400 6251 1005 510 408 270 652 353 6676 Tree=810 num_leaves=31 split_feature=63 39 54 50 84 61 85 63 10 21 70 23 69 90 72 76 70 61 12 61 73 39 57 32 12 12 19 61 66 7 split_gain=3.84902 3.18089 2.82712 4.82013 3.16598 3.05828 3.26654 2.67466 2.65529 3.0573 2.90526 2.92908 3.69137 2.48972 3.10042 3.4327 3.4121 3.36828 4.24888 2.94384 3.9318 2.87647 2.8166 2.82387 2.42018 2.32103 3.38432 3.71758 2.28541 2.18994 threshold=7.5 4.5 1.5 0.5 2.5 2.5 3.5 3.5 0.5 1.5 1.5 2.5 0.5 4.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 25 5 6 7 13 9 10 11 12 -7 14 15 19 -17 18 -16 21 29 22 23 -1 -23 26 27 -4 -14 -21 right_child=-2 -3 3 -5 -6 8 -8 -9 -10 -11 -12 -13 28 -15 17 16 -18 -19 -20 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 0 1 27 3 4 12 6 7 8 9 10 11 28 13 18 16 16 17 18 29 20 24 22 23 24 25 26 27 28 29 leaf_value=0.00162506 -0.0491083 -0.0346659 0.0621963 0.0617875 -0.0344203 -0.0251513 -0.0286237 -0.032372 -0.0142118 -0.0078559 0.0550019 0.0373131 0.0555587 -0.0408417 0.0391799 0.0382392 -0.0191896 -0.00916307 -0.0133809 0.0155412 -0.0325191 -0.0337518 -0.0393767 -0.0212743 0.0149272 -0.00467759 0.0023354 0.00582287 -0.00513416 -0.0116604 leaf_count=5828 1952 3951 291 178 1626 578 1873 839 909 678 222 548 324 204 1419 619 114 1060 607 4253 1053 4767 1028 1408 354 1001 539 324 195 265 internal_value=0 0.0142367 0.0203872 0.127052 0.00157634 0.00922057 -0.012811 -0.000720315 0.127675 0.181229 0.257977 0.173934 0.0139605 0.00803075 0.01452 -0.00864234 0.234428 0.162076 0.269945 -0.0266537 0.0660843 -0.070139 -0.0387576 -0.0200765 -0.254584 0.080561 0.175025 0.376452 0.286722 0.109207 internal_count=39006 37054 33103 2333 30770 29144 25690 23817 3454 2545 1867 1645 1097 22978 22774 19688 733 3086 2026 18955 5571 13384 8263 7236 5121 2155 1154 615 519 4518 Tree=811 num_leaves=31 split_feature=35 74 23 25 66 69 61 46 31 58 64 55 13 42 4 39 84 80 49 65 40 55 42 34 53 55 58 85 86 38 split_gain=3.04546 2.80771 2.68277 2.50946 2.45996 2.91892 2.3238 2.13619 2.07415 2.05397 2.09209 3.1305 3.00987 3.92794 3.70941 3.13816 2.9053 3.46134 3.48346 3.61887 3.2801 2.83966 2.96398 2.82247 2.81008 2.78018 2.68521 2.59616 3.31924 3.0299 threshold=4.5 4.5 13.5 1.5 0.5 1.5 9.5 3.5 1.5 5.5 0.5 3.5 0.5 1.5 0.5 0.5 4.5 0.5 1.5 5.5 1.5 0.5 3.5 0.5 0.5 0.5 0.5 2.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 5 -5 7 9 -6 10 11 16 13 14 -12 24 17 18 19 20 27 22 -18 -13 -14 -19 -20 29 -29 -1 right_child=-2 -3 -4 4 8 -7 -8 -9 -10 -11 12 23 15 -15 -16 -17 21 25 26 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=29 0 1 2 5 8 5 6 7 8 9 14 23 24 13 14 15 22 25 26 19 20 21 22 23 24 25 26 28 28 29 leaf_value=-0.00133994 -0.0429853 -0.0467887 -0.0464719 -0.0194162 -0.0416392 0.0320332 -0.0344242 -0.0456051 0.0031229 -0.0430876 -0.0158861 -0.049141 -0.0279373 0.0259009 0.0388756 0.0123678 0.0099267 -0.0273915 -0.0222383 0.0497544 -0.0210032 -0.0104951 0.0410187 0.008658 0.0123005 0.0225871 0.0195194 0.00642409 -0.0325106 0.00841799 leaf_count=17976 1288 1232 939 1700 1829 306 470 546 352 339 1434 208 182 152 184 1624 337 696 667 101 717 182 133 139 341 124 124 2516 119 2049 internal_value=0 -0.00192202 -0.00101128 -0.000135117 -0.157294 0.0132804 0.00228762 0.00332078 -0.301424 0.00403936 0.00477028 -0.00168873 0.0549841 -0.0501358 -0.114066 0.0939317 0.000207227 -0.00417917 -0.000953265 0.00301605 0.0016237 0.116857 0.179072 -0.290587 -0.102739 -0.200256 -0.163964 0.00458067 0.0542375 -0.00553436 internal_count=39006 37718 36486 35547 4187 2006 31360 30890 2181 30344 30005 26088 3917 1770 1618 2147 25741 25089 24269 23478 23377 652 470 347 523 820 791 22660 2635 20025 Tree=812 num_leaves=31 split_feature=54 46 49 26 39 21 33 31 79 65 45 58 71 22 47 54 84 34 28 55 85 44 71 28 39 85 49 70 79 62 split_gain=3.25115 2.43293 2.42934 2.34733 3.47182 2.81309 4.81367 2.95664 3.65769 4.16862 2.62696 2.61571 3.72258 2.75076 2.54359 4.33853 3.83843 4.1159 3.80943 3.36013 6.42101 3.35262 3.47636 3.8869 2.99857 2.97644 2.92829 2.53082 2.87897 2.49129 threshold=3.5 2.5 9.5 0.5 10.5 0.5 3.5 6.5 1.5 0.5 1.5 0.5 7.5 0.5 4.5 0.5 5.5 2.5 0.5 0.5 4.5 0.5 1.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 10 14 7 8 11 -10 -5 13 -13 -7 15 16 17 18 19 29 24 22 23 26 27 -18 -16 28 -21 -1 right_child=-2 -3 -4 4 -6 6 -8 -9 9 -11 -12 12 -14 -15 21 -17 25 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 10 4 13 6 7 9 9 10 12 12 13 26 15 25 17 18 28 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.000358814 -0.0501908 -0.0465104 0.047921 0.00690647 0.0384251 -0.00552273 -0.0479786 0.0180199 0.0472182 -0.0137893 -0.0450427 -0.0311108 0.0137317 0.0196093 0.012779 -0.0133479 0.030022 -0.0543279 -0.0203258 0.0150277 0.0541714 -0.0323434 -0.0297873 0.049709 -0.00691709 -0.00065005 -0.0155852 -0.0224844 0.0693685 0.0121473 leaf_count=14857 612 811 142 2662 103 5785 384 392 398 460 2658 1135 101 496 1723 2009 199 287 927 584 119 190 164 189 375 128 180 111 103 722 internal_value=0 0.00577001 0.00667496 0.00577279 0.0860704 0.000633119 -0.0441601 -0.0342115 -0.0469101 0.226855 0.052041 -0.0599425 -0.208907 -0.0419994 0.0123816 0.00398967 0.012316 0.00588566 0.00806348 0.0133224 0.113988 0.0839552 0.102473 0.1229 0.0642262 0.179338 0.0972173 0.147407 0.188253 0.0033424 internal_count=39006 38394 37583 37441 5423 32018 9151 8767 8375 858 5320 7517 1236 6281 22867 20421 18412 18085 17798 16871 1292 2446 2256 2092 1173 327 1903 798 687 15579 Tree=813 num_leaves=31 split_feature=58 80 91 25 27 70 19 9 43 41 76 67 39 7 41 47 47 85 23 13 66 13 40 70 26 42 13 88 14 66 split_gain=3.21194 3.15935 2.50438 2.99985 4.57912 3.8235 2.95513 2.83133 3.47568 3.8326 2.7125 2.77851 3.91782 2.47294 3.46044 3.45652 3.19897 4.7872 4.09049 3.46627 4.52759 3.243 2.89802 2.87875 3.04632 2.84782 2.7147 2.66729 2.37891 2.30806 threshold=1.5 0.5 3.5 0.5 0.5 1.5 2.5 1.5 1.5 0.5 0.5 1.5 1.5 0.5 0.5 3.5 1.5 0.5 0.5 3.5 3.5 9.5 0.5 0.5 0.5 6.5 2.5 0.5 6.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 7 6 10 8 28 -10 11 13 -13 14 16 25 19 18 -18 20 23 -19 -15 24 26 -16 -1 -24 -5 -20 right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 -12 12 -14 22 15 -17 17 21 29 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 0 1 2 28 4 5 6 7 9 9 10 12 12 22 25 15 18 21 29 19 20 21 27 23 24 25 26 27 28 29 leaf_value=-0.00162308 -0.0262334 -0.0292255 -0.0441207 0.0109512 -0.0286694 -0.0471376 -0.0438848 0.0531765 -0.0522719 0.0110816 -0.0250081 -0.00842885 0.0708484 -0.015488 0.0163269 -0.0221442 0.0592979 -0.00734079 0.0262544 -0.0151633 -0.0512426 0.0335824 -0.00254807 -0.0265332 0.0307619 -0.0277032 0.0221765 0.0560905 0.0406696 -0.0198885 leaf_count=5086 1678 1844 567 3284 2548 1466 1127 189 265 438 1215 705 143 4237 2386 597 400 2568 479 1682 1368 310 805 500 1099 144 423 276 146 1031 internal_value=0 -0.00102936 0.00424024 0.0070206 0.0900184 -0.0109653 -0.00593726 0.12398 0.102832 -0.178559 -0.00175915 0.00499122 0.335561 -0.000344209 0.0154724 0.106518 -0.0128885 0.0901439 0.289904 -0.043273 -0.00273664 -0.0128349 -0.101194 0.0127312 0.0313055 0.139629 0.0102043 0.155638 0.142405 0.119406 internal_count=39006 37328 35484 34917 6870 28047 26581 4322 4133 703 25454 24239 848 23391 18073 3127 14946 4788 1910 10158 8476 2878 5318 7108 6608 2530 5509 1081 3430 1510 Tree=814 num_leaves=21 split_feature=33 51 38 33 74 36 61 90 85 7 33 14 53 13 33 33 66 23 53 66 split_gain=4.96404 2.46517 2.6083 2.01378 2.72303 1.98598 2.0399 1.96666 1.45243 1.38291 1.05096 1.00266 0.865713 0.69788 0.810378 0.669365 0.563728 1.2832 0.285696 0.0585182 threshold=0.5 0.5 0.5 6.5 0.5 0.5 1.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 1.5 5.5 3.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=8 2 3 4 5 6 9 18 12 10 13 -11 16 14 -2 -4 17 -1 -5 -10 right_child=1 -3 15 7 -6 -7 -8 -9 19 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_parent=17 14 1 15 18 4 5 6 7 19 11 10 11 12 13 14 15 16 17 18 19 leaf_value=0.00112607 0.0230871 -0.0470263 -0.0467075 0.0484969 -0.0449289 -0.0304392 -0.0186421 -0.00479618 -0.0500931 0.0171577 0.0314919 0.0526934 -0.0417442 -0.0216042 -0.0109836 -0.0110825 0.00957288 -0.0422083 0.0285788 -0.0406982 leaf_count=2285 676 1035 1318 957 1526 771 1204 243 8521 428 138 190 8223 872 190 210 2343 3372 186 4318 internal_value=0 0.0114783 0.0364837 0.0768945 0.0139998 0.0594373 0.105774 0.26152 -0.285177 0.172584 0.0737713 0.337141 -0.18192 -0.0082433 0.0764525 -0.295288 -0.107734 -0.181267 0.405727 -0.465811 internal_count=39006 9944 8909 7381 5995 4469 3698 1386 29062 2494 1876 618 16223 1738 866 1528 8000 5657 1143 12839 Tree=815 num_leaves=31 split_feature=39 71 77 49 60 44 36 4 43 77 70 46 47 66 73 74 34 13 47 23 85 31 79 23 50 21 32 10 86 35 split_gain=4.70642 3.81204 3.98441 3.73057 3.49346 3.35172 3.34785 3.18776 3.10139 3.66662 3.559 3.51903 2.66641 2.79445 5.71509 5.57845 4.88331 3.77135 3.45621 5.80701 3.99391 5.04469 3.29871 3.26574 3.13564 4.09379 3.63711 3.1653 3.96682 2.9869 threshold=3.5 1.5 5.5 2.5 0.5 8.5 1.5 1.5 0.5 0.5 3.5 3.5 3.5 3.5 2.5 3.5 0.5 1.5 1.5 8.5 0.5 1.5 0.5 5.5 0.5 0.5 0.5 2.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -3 5 6 7 8 10 11 12 -10 13 15 18 16 17 23 19 20 22 29 -15 24 25 26 27 28 -1 -22 right_child=-2 3 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=28 0 3 2 3 4 5 6 7 11 9 10 11 12 22 14 15 16 17 18 19 29 21 22 23 24 25 26 27 28 29 leaf_value=-0.0147783 -0.0241941 -0.0206143 -0.0553439 0.0315743 0.0211304 0.0453958 -0.0202564 -0.0380846 0.0123537 -0.0103693 -0.0436718 0.0578022 -0.0145552 0.0144078 0.0742834 0.0346965 0.015048 -0.0366268 -0.00575896 -0.0498853 0.0695076 0.00206847 -0.0363555 -0.0473707 0.0350837 0.0145044 -0.036641 0.0363331 0.0233008 0.0190515 leaf_count=3319 5303 3778 374 216 3268 123 1358 233 3993 790 275 138 2826 1329 155 466 1511 2939 1805 298 259 406 163 480 130 928 1226 446 304 167 internal_value=0 0.0216333 0.0341932 -0.143572 0.0381645 0.0262669 0.0213284 0.0308602 0.036006 0.105917 0.00615506 0.145255 0.0138715 0.0302112 0.103743 -0.0107211 -0.0368698 -0.0837665 0.0768085 0.157529 0.201978 0.364618 0.0702468 -0.053735 -0.0343825 -0.0555739 -0.111621 -0.0614595 -0.0927984 0.540446 internal_count=39006 33703 29709 3994 29335 26067 25944 24586 24353 4921 19432 4131 19157 16331 4582 11749 11283 9772 4427 2622 2324 832 1492 6833 6353 6223 5295 4069 3623 426 Tree=816 num_leaves=31 split_feature=4 48 15 2 39 6 14 16 63 66 19 62 12 63 72 47 48 33 50 23 66 13 69 74 63 15 84 71 79 69 split_gain=3.16912 3.02545 3.51117 2.82798 2.47323 2.42904 2.31448 4.07772 3.04828 5.02333 3.18103 2.3614 3.14655 2.78823 3.3107 2.94812 3.45563 3.02412 2.3576 2.23447 2.59702 2.29992 2.2076 2.43901 2.12945 2.12506 2.32687 2.11175 1.96607 1.93133 threshold=0.5 2.5 6.5 2.5 6.5 4.5 0.5 1.5 3.5 2.5 0.5 1.5 0.5 9.5 1.5 2.5 0.5 1.5 0.5 0.5 6.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 11 8 10 -10 -8 12 13 15 -15 18 17 19 -1 21 29 -17 -14 -24 -9 26 -12 -27 -3 -21 right_child=-2 28 -4 -5 -6 -7 7 24 9 -11 25 -13 22 14 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 27 -28 -29 -30 -31 leaf_parent=18 0 28 2 3 4 5 10 24 9 9 26 11 22 14 14 21 16 17 18 29 20 21 23 23 24 27 26 27 28 29 leaf_value=0.00325221 -0.0189711 0.045749 -0.0380912 -0.0457277 -0.0340979 -0.0408914 -0.0195386 0.0476924 0.0442179 -0.0136427 0.048848 0.0395579 -0.0247464 -0.0380689 0.0283939 0.021422 0.0501458 -0.0354354 0.0379326 0.0262852 -0.000318165 -0.0383924 0.012346 -0.0267258 -0.00565204 -0.0507696 0.000241224 0.00982988 0.00569338 0.0685446 leaf_count=12780 1903 298 1313 2604 1970 211 5800 206 220 1281 298 327 2088 381 324 196 266 355 277 1282 606 830 845 490 109 127 262 301 875 181 internal_value=0 0.00977995 0.00223854 0.00799989 0.0118786 0.0163888 0.0201109 -0.0507585 -0.0849644 0.116234 -0.132149 0.0415805 0.0358667 0.055179 -0.207402 0.0656798 0.189124 0.120557 0.0411178 0.168683 0.23988 -0.092549 -0.105944 0.00733139 0.286301 0.0612531 0.198156 -0.180946 0.254458 0.353054 internal_count=39006 37103 35930 34617 32013 30043 29832 8604 8289 1501 6788 21228 20901 17478 705 16773 3716 3450 13057 3095 2069 1026 3423 1335 315 988 560 428 1173 1463 Tree=817 num_leaves=31 split_feature=85 39 77 51 71 34 83 52 18 35 25 23 42 21 4 13 61 66 86 15 84 64 79 92 66 71 69 66 38 67 split_gain=4.88469 3.53689 3.24131 3.21629 3.16558 2.98653 2.97831 3.29053 2.90498 2.69626 2.7632 3.61742 3.13501 3.71648 3.77138 3.59953 3.25343 2.96034 2.85903 4.15902 3.06654 2.8639 2.78823 2.83814 2.92754 2.95625 2.77268 2.72682 4.12321 3.63637 threshold=2.5 6.5 27.5 0.5 4.5 21.5 2.5 3.5 14.5 7.5 1.5 4.5 0.5 0.5 0.5 1.5 0.5 8.5 0.5 1.5 1.5 1.5 2.5 0.5 2.5 0.5 1.5 5.5 0.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -2 5 6 7 8 9 10 12 -12 13 14 15 18 -15 22 20 26 21 27 23 24 -18 -26 -20 28 29 -1 right_child=3 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 16 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 3 1 2 3 4 5 6 7 8 9 11 11 12 16 14 15 24 17 26 19 20 21 22 23 25 25 26 27 28 29 leaf_value=0.00112728 -0.0250508 -0.0432621 0.0461169 0.0280412 -0.0480848 0.0508528 0.0375609 -0.0532368 0.0517947 -0.0352524 -0.00431339 -0.0488372 -0.0123709 0.00207552 0.0243047 -0.0248824 0.0189717 -0.00992688 -0.0129895 -0.0599346 -0.0314028 0.0518515 -0.0123705 -0.00679239 0.0591223 0.0194823 0.0289241 0.0161532 -0.022003 0.0331448 leaf_count=7029 4498 2134 128 278 1578 152 141 409 377 644 3075 714 3375 2408 523 3939 1150 390 1012 209 352 112 489 245 529 298 166 1713 699 240 internal_value=0 0.0165088 0.0209913 -0.193223 0.016758 0.0204504 0.0168725 0.0119824 0.0155914 0.012116 0.0165908 -0.136181 0.0276706 0.0412771 0.00680193 -0.00973459 0.11847 0.195695 0.00695219 -0.128349 0.0320079 0.0444617 0.237371 0.273966 0.317295 0.452246 -0.0613385 0.0356662 0.00353981 0.037869 internal_count=39006 34230 32096 4776 31968 30390 30238 30097 29688 29311 28667 3789 24878 21503 15994 15471 5509 3101 11532 1387 10145 9793 2711 2222 1977 827 1178 9681 7968 7269 Tree=818 num_leaves=31 split_feature=58 14 85 36 35 63 39 76 67 44 25 33 54 67 86 28 42 52 85 64 52 85 61 17 65 91 85 41 19 70 split_gain=4.54935 4.45285 4.12192 3.95633 4.10752 4.4868 3.41065 2.83592 3.59076 3.15789 2.96935 2.95499 2.64275 3.77532 3.4192 2.81012 3.19269 2.80044 2.46028 2.38844 2.36184 2.83752 4.43284 2.50705 2.86458 2.4237 4.30964 3.09281 4.51568 4.18411 threshold=9.5 3.5 5.5 1.5 16.5 5.5 3.5 0.5 0.5 0.5 0.5 4.5 1.5 1.5 4.5 2.5 1.5 1.5 3.5 1.5 1.5 0.5 1.5 3.5 1.5 0.5 2.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 9 10 11 -9 12 14 17 15 16 19 -14 -2 20 23 -22 -23 25 -25 -1 27 28 29 -27 right_child=18 -3 -4 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=25 18 1 2 3 4 5 6 10 8 9 10 11 17 13 14 15 16 17 18 19 21 22 22 24 24 29 26 27 28 29 leaf_value=-0.0019575 0.056007 -0.0432321 -0.0363264 -0.0252634 0.0372833 -0.044605 -0.0227015 0.0397786 -0.0200726 -0.0310471 -0.00618974 -0.0409101 -0.0326163 0.0424777 0.0479348 0.0349242 -0.0532278 0.000719424 0.0122396 -0.0324609 -0.0124126 0.0567781 0.0081338 -0.00301133 0.0592029 0.0265257 -0.0487711 -0.00225978 0.0666866 -0.0131594 leaf_count=13582 176 2955 1380 1918 193 2004 4164 685 242 1496 328 1725 1074 200 162 170 1071 197 188 458 279 195 258 359 191 1224 122 1547 228 235 internal_value=0 -0.00740594 -0.000749582 0.00658585 0.0166314 0.00874742 0.0156417 0.025613 0.191573 0.0129922 0.287229 0.0207511 0.0263455 -0.118717 0.0413644 0.0342623 0.0260143 -0.179754 0.285252 0.0314396 0.0378656 0.18255 0.273581 0.0219461 0.307202 0.0124321 0.0971386 0.127196 0.215746 0.147439 internal_count=39006 38642 35687 34307 32389 32196 30192 26028 1255 24773 1013 23277 21552 1471 20081 19919 19749 1271 364 18678 18220 732 453 17488 550 16938 3356 3234 1687 1459 Tree=819 num_leaves=31 split_feature=24 58 52 6 59 41 39 65 61 71 82 23 66 76 78 86 78 52 68 7 85 66 70 39 65 8 48 71 83 27 split_gain=3.2178 2.75597 3.02194 4.0083 3.95925 2.85104 2.70282 2.63121 2.42802 2.6155 2.58162 2.27655 2.92242 2.12557 2.32953 4.11936 2.12284 1.95551 1.93723 2.2002 3.84767 2.39348 2.14414 2.24737 1.99634 1.96292 1.83074 1.79703 1.89337 2.1306 threshold=0.5 2.5 2.5 1.5 0.5 0.5 1.5 2.5 9.5 1.5 11.5 15.5 6.5 1.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 4.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=8 2 3 6 16 -3 18 -8 9 10 11 13 -13 14 17 -16 -4 27 19 21 24 26 23 -22 -21 -23 -2 28 29 -1 right_child=1 5 4 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 20 22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 26 5 16 3 4 5 7 7 8 9 10 12 12 13 15 15 16 17 18 24 23 25 22 23 24 25 26 27 28 29 leaf_value=-0.00139044 -0.0252234 0.0297136 0.0639928 0.0228551 -0.00737113 -0.0176324 -0.0381842 0.0122424 0.0469056 -0.0231713 -0.0412652 0.071781 0.00984217 0.0380377 0.0230057 -0.0282588 0.00825018 0.0318431 -0.0264327 0.00176956 0.0187685 0.0139761 -0.0156961 0.0681001 -0.0301303 -0.0342886 0.0188183 0.0167064 0.0279099 -0.0310445 leaf_count=8481 5474 432 234 412 320 462 8148 335 133 1849 282 184 279 161 1398 149 210 181 1203 952 452 667 111 307 518 1001 500 1785 289 2097 internal_value=0 -0.0474259 -0.0700734 -0.0987219 0.124972 0.154938 -0.124695 -0.297981 0.0485744 0.0416386 0.053321 0.0603744 0.315501 0.0488421 0.0401816 0.159887 0.412682 0.0132072 -0.0889932 -0.0584925 0.0353341 -0.134487 0.249996 0.351249 -0.0944732 0.0429833 -0.213594 0.00232551 -0.0168623 -0.029426 internal_count=39006 21738 20844 20080 764 894 19668 8483 17268 17135 15286 15004 463 14541 14380 1547 444 12833 11185 9982 2340 7642 870 759 1470 1668 5974 12652 10867 10578 Tree=820 num_leaves=31 split_feature=90 59 19 65 23 84 20 46 9 66 15 58 85 49 9 65 30 88 10 13 15 71 12 20 69 40 72 70 6 33 split_gain=3.47724 3.30685 2.65208 2.73589 2.87152 2.60796 2.61036 2.80264 2.74272 2.51829 3.12086 2.25169 2.35201 3.65091 3.1777 2.82624 4.33632 3.51304 4.49338 3.63371 3.12382 4.30155 5.30382 4.29768 3.70545 3.41812 3.28117 6.41071 3.86466 3.3302 threshold=1.5 2.5 3.5 5.5 1.5 14.5 2.5 1.5 5.5 1.5 5.5 5.5 2.5 3.5 0.5 0.5 1.5 2.5 1.5 4.5 4.5 6.5 0.5 1.5 3.5 0.5 0.5 0.5 0.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -5 6 7 8 11 10 -8 12 13 15 -14 16 20 18 19 -17 21 22 23 26 -22 -24 27 -1 29 -28 right_child=-2 -3 -4 4 -6 -7 9 -9 -10 -11 -12 -13 14 -15 -16 17 -18 -19 -20 -21 24 -23 25 -25 -26 -27 28 -29 -30 -31 leaf_parent=27 0 1 2 4 4 5 10 7 8 9 10 11 14 13 14 19 16 17 18 19 24 21 25 23 24 25 29 27 28 29 leaf_value=0.000707617 -0.0382394 -0.0348042 -0.0266422 0.0601462 0.00210429 0.0243029 0.0577314 -0.0306167 0.0304264 -0.00155195 -0.00121662 -0.0440813 0.00634226 -0.037478 -0.00750967 -0.00955324 -0.0566443 0.0267289 -0.0490693 0.00815989 0.015606 0.0199423 -0.0114058 -0.02666 -0.0158801 -0.0507734 0.00501731 -0.015407 0.066434 0.0471495 leaf_count=12523 1126 3332 982 144 216 150 431 1103 206 176 104 442 3208 243 682 3580 244 440 1484 425 978 383 1607 377 141 408 1864 1742 148 117 internal_value=0 0.00131661 0.00274705 0.00424212 0.285672 0.0027588 0.00109389 -0.00101861 0.000415634 0.191944 0.363193 -0.00100059 -0.000193599 -0.00942123 0.0400568 -0.00748148 0.00261894 -0.0620865 -0.0754204 -0.0613457 0.00438105 -0.00272697 -0.00800703 0.000995587 0.106323 -0.158012 0.00533022 -0.00682555 0.0793627 0.0665154 internal_count=39006 37880 34548 33566 360 33206 33056 32345 31242 711 535 31036 30594 26704 3890 26461 20532 5929 5489 4005 20288 19169 18786 16771 1119 2015 16394 14265 2129 1981 Tree=821 num_leaves=31 split_feature=56 28 13 14 10 14 75 41 69 85 64 72 23 67 47 24 8 53 61 44 53 49 20 43 84 66 49 85 58 2 split_gain=3.24519 2.79405 2.4421 2.82789 3.56449 2.60102 3.33132 2.99382 3.38168 2.67102 3.17495 2.59335 2.89415 4.23504 3.16115 2.5447 3.11097 2.44537 2.3468 2.21417 2.1425 2.09872 2.07622 2.05705 3.18377 3.32298 2.70116 2.03282 2.98122 2.73877 threshold=1.5 1.5 10.5 0.5 0.5 1.5 2.5 0.5 4.5 9.5 1.5 0.5 7.5 1.5 1.5 6.5 5.5 10.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 5.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 4 22 6 7 9 15 10 11 12 13 -1 -14 16 18 19 -9 27 -5 23 -4 24 26 -26 -13 29 -29 -7 right_child=-2 -3 3 20 -6 17 -8 8 -10 -11 -12 21 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_parent=13 0 1 22 20 4 29 6 18 8 9 10 26 14 13 14 15 16 17 18 19 20 21 22 23 25 25 26 28 28 29 leaf_value=0.000675366 -0.0371898 -0.0261742 0.0111798 0.0322721 -0.0332566 -0.00218536 -0.0353861 -0.0126026 0.00919074 0.0171997 -0.025851 -0.00996221 -0.0155 -0.0402838 0.0463342 0.014761 0.00712586 -0.0397032 -0.0310766 0.024292 0.0063914 0.0152494 -0.0151483 -0.0360875 0.0385534 -0.00837628 -0.0467121 0.00917566 -0.0104481 0.0171785 leaf_count=14714 2575 1180 520 221 108 2961 1969 4383 442 260 429 1343 363 936 312 225 162 109 1594 231 224 206 125 488 132 112 131 1862 339 350 internal_value=0 -0.00172892 0.000169687 0.081829 0.0118847 -0.00515279 -0.0203961 -0.0176098 -0.0819478 -0.00452304 -0.0096442 -0.00520119 0.00680096 0.00239857 0.276354 -0.114312 -0.133487 0.0271948 -0.16567 0.0306065 0.199422 -0.081795 0.0598854 -0.105235 -0.0820727 0.122885 -0.130837 0.0243844 0.0660763 -0.00555839 internal_count=39006 36431 35251 1198 753 34053 28201 26232 6806 19426 19166 18737 16325 15650 675 6364 6139 5852 5977 5743 445 2412 645 2206 1718 244 1474 5512 2201 3311 Tree=822 num_leaves=31 split_feature=46 85 36 54 14 58 33 88 23 61 86 18 82 13 39 39 24 23 31 55 23 14 32 39 61 43 53 15 40 66 split_gain=3.11351 2.93629 3.18855 2.92859 3.28969 3.15958 2.87412 3.38928 2.97738 2.66789 2.41267 5.85166 2.96386 2.9225 3.28934 2.64559 3.00332 4.64067 4.63026 2.65395 4.34157 3.24244 3.7268 3.00932 3.16531 3.1957 4.57468 2.83639 2.64122 2.50816 threshold=1.5 6.5 0.5 1.5 1.5 1.5 3.5 1.5 4.5 0.5 0.5 0.5 0.5 5.5 0.5 11.5 5.5 1.5 0.5 0.5 1.5 7.5 0.5 5.5 1.5 0.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 -3 5 -5 6 7 8 10 -8 12 13 15 14 -12 16 19 18 -18 20 21 23 -23 24 25 -1 29 -21 -16 -27 right_child=-2 2 -4 4 -6 -7 9 -9 -10 -11 11 -13 -14 -15 28 -17 17 -19 -20 27 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=25 0 2 2 4 4 5 9 7 8 9 14 11 12 13 28 15 18 17 18 27 20 22 22 23 24 29 26 27 28 29 leaf_value=-0.00453296 -0.0511167 0.017813 -0.0243439 -0.0493944 0.00526599 -0.0308661 0.0672158 -0.0243301 -0.0302937 0.00329846 -0.00665379 0.0717712 -0.0320499 -0.0175488 0.0173671 -0.0199663 -0.00330866 0.0373571 0.0509116 0.0211946 -0.0179858 0.0324899 -0.00424967 0.0166205 -0.032374 0.0484442 -0.0297126 -0.00660794 0.0644879 -0.00376062 leaf_count=7395 1503 1040 233 1727 221 1281 1179 2543 4374 921 1415 266 1294 339 963 709 954 437 141 851 4554 277 371 702 1085 225 680 927 231 168 internal_value=0 0.00432748 0.128813 -0.00699195 -0.259251 -0.000914063 0.00459042 -0.000180991 0.00753736 0.33332 0.0130153 0.114923 -0.000747297 0.067494 0.130881 0.0053687 0.0140453 0.12724 0.0336627 -0.00455108 -0.0226822 0.00328027 0.162676 -0.0189976 -0.0392798 -0.0238691 0.193533 0.114898 0.241597 0.345039 internal_count=39006 37503 1273 36230 1948 34282 33001 30901 28358 2100 23984 3214 20770 2948 2609 19476 18767 1532 1095 17235 15457 10903 648 10255 9553 8468 1073 1778 1194 393 Tree=823 num_leaves=20 split_feature=33 16 7 61 71 85 23 14 7 23 8 47 90 66 33 32 47 23 13 split_gain=3.61674 2.75669 3.09065 3.00688 2.24178 2.28429 1.95844 1.80061 1.23703 1.01244 2.04962 0.659005 0.838319 0.578819 0.46659 0.113263 0.107199 0.0727874 0.0277078 threshold=3.5 0.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 7 5 9 11 -4 -8 16 -11 13 -13 15 -5 -2 -1 -7 -6 right_child=6 -3 3 14 18 17 8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20 leaf_parent=16 15 1 7 14 18 17 8 7 8 10 10 12 12 13 14 15 16 17 18 leaf_value=0.0124587 0.0281548 -0.0520259 0.00859326 -0.0345105 -0.0460004 -0.0444604 0.00807678 0.0580256 -0.0335963 -0.0365433 0.017523 0.0185483 -0.0166101 0.00982396 -0.00535178 0.0415497 0.000128452 -0.0336177 -0.0531632 leaf_count=2319 522 6156 2288 3276 3119 3619 240 730 408 5147 1113 255 109 344 378 296 1047 3956 3684 internal_value=0 -0.153323 -0.111631 0.0884367 -0.207101 -0.136197 0.0854454 0.292847 -0.135108 -0.0351024 -0.167313 0.176137 0.064719 0.261387 -0.192983 0.351648 0.086242 -0.393147 -0.495741 internal_count=39006 36832 30676 6672 24004 17201 2174 3018 648 9626 6260 1526 364 1162 3654 818 3366 7575 6803 Tree=824 num_leaves=31 split_feature=14 8 13 77 88 2 56 54 50 29 46 33 13 15 26 68 36 73 70 66 84 71 12 8 41 86 7 49 53 13 split_gain=3.90354 3.71904 3.35715 3.37007 2.84106 3.07281 2.91613 3.25453 5.46774 3.59091 4.55434 3.09245 3.74657 3.31558 4.27859 3.86748 3.87743 3.27026 3.13104 2.97775 5.18448 3.31168 3.30146 3.47614 3.21922 2.96179 4.06076 3.1064 2.74133 2.63228 threshold=4.5 12.5 6.5 5.5 5.5 4.5 3.5 0.5 0.5 0.5 2.5 1.5 1.5 2.5 1.5 0.5 0.5 4.5 0.5 9.5 0.5 0.5 0.5 0.5 0.5 2.5 1.5 4.5 6.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 11 9 10 19 13 18 17 15 16 -15 25 -13 21 24 -9 23 -23 -21 27 -27 29 -8 -1 right_child=-2 -3 -4 -5 -6 -7 28 8 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 28 21 8 9 10 18 12 16 14 15 16 17 18 24 20 23 22 23 24 26 26 27 28 29 leaf_value=0.00143581 -0.0449072 -0.0440193 -0.0412245 -0.04953 -0.030119 0.0311313 0.0301877 0.013277 -0.0326595 -0.0172662 0.0460341 -0.013586 0.0301485 -0.0167537 0.0469049 0.0220591 -0.0633805 0.0546846 -0.0565839 0.103712 -0.00840845 -0.0431595 0.0138872 0.0216002 0.0361796 0.0378522 -0.0258151 0.0525812 -0.0254681 -0.0171357 leaf_count=12204 2393 1304 3129 400 381 2442 612 2332 230 562 291 2153 277 1691 346 301 383 247 572 223 205 509 387 142 160 262 103 142 106 4517 internal_value=0 0.0132612 0.0176358 0.0218414 0.0253851 0.0301483 0.0240773 0.0156991 0.0877303 0.116576 0.145602 -0.0110295 -0.187198 0.00320829 -0.138538 -0.187385 -0.258427 0.0237137 -0.270358 0.108376 0.326199 0.0690472 -0.107459 -0.279062 0.563898 0.0174408 0.236851 0.00373284 0.221603 -0.00268685 internal_count=39006 36613 35309 32180 31780 31399 28957 28239 5041 4811 4249 23198 3002 20196 2721 2375 2074 17475 2725 3958 588 3370 1038 651 383 17228 365 16863 718 16721 Tree=825 num_leaves=31 split_feature=35 14 24 55 8 26 4 10 33 80 39 23 36 7 44 62 66 82 15 70 65 71 47 43 16 86 8 66 88 84 split_gain=3.14735 2.74645 2.43873 3.8568 2.43522 2.33729 2.11777 2.28038 3.39895 3.01047 2.73343 2.72533 4.48336 2.42639 2.7256 2.47185 3.03257 2.39152 2.36055 2.38736 3.09987 2.90724 2.77958 2.36611 2.27705 2.14829 2.19112 2.13036 3.29738 2.12054 threshold=5.5 6.5 4.5 0.5 12.5 2.5 0.5 0.5 2.5 0.5 5.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 2.5 0.5 0.5 0.5 4.5 0.5 0.5 5.5 2.5 0.5 0.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -4 5 6 7 9 25 10 13 -11 -13 15 -15 16 24 -16 19 22 21 -21 -18 -20 29 26 27 28 -9 -1 right_child=-2 -3 3 -5 -6 -7 -8 8 -10 11 -12 12 -14 14 17 -17 18 -19 23 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 3 3 4 5 6 28 8 11 10 12 12 14 17 15 22 17 23 21 20 21 22 23 24 25 26 27 28 29 leaf_value=0.00693232 -0.0517798 -0.0361223 -0.0311135 0.00987884 -0.0378511 -0.0380137 -0.0141613 -0.00374237 -0.0355037 0.0423213 -0.0414605 -0.0119354 0.0430441 -0.0134579 0.000755282 0.0493275 -0.0152636 0.0552216 0.0567109 -0.0194339 0.0366071 0.0360777 0.0196291 -0.00219431 0.0285086 -0.0271198 -0.0262826 0.0224312 0.0412695 -0.0291409 leaf_count=5176 1032 1883 3135 423 1306 2691 1440 1613 328 201 1430 489 183 4798 216 181 5066 125 338 640 264 142 695 259 376 113 247 3339 690 187 internal_value=0 0.00359917 0.00800294 -0.147109 0.0173111 0.021172 0.0248627 0.032998 0.105209 0.0118157 -0.003742 0.179685 0.0652209 0.00256443 -0.0850834 0.0292089 0.0225239 0.142266 -0.0459579 -0.069728 0.0842533 -0.0586366 -0.117155 0.23405 0.078902 0.127049 0.143759 0.161154 0.0476231 0.0532666 internal_count=39006 37974 36091 3558 32533 31227 28536 27096 6330 20766 19893 873 672 18463 5139 13324 13143 341 7404 6807 1046 782 5761 597 5739 6002 5889 5642 2303 5363 Tree=826 num_leaves=31 split_feature=14 30 75 85 70 18 77 31 52 39 66 40 82 79 19 66 68 86 48 1 47 50 19 66 90 65 88 55 15 8 split_gain=5.17324 4.22498 3.90492 3.85182 3.17262 2.94123 3.01655 5.21656 3.75204 3.48151 3.6876 4.5822 4.14899 3.29557 3.28334 3.61299 2.69856 2.65469 2.73675 3.30095 3.36112 3.16998 5.71463 2.76755 2.73318 2.37412 2.49122 2.61095 2.37794 2.48202 threshold=2.5 3.5 17.5 4.5 7.5 14.5 5.5 7.5 3.5 1.5 4.5 0.5 0.5 0.5 9.5 19.5 15.5 3.5 2.5 0.5 0.5 0.5 0.5 2.5 0.5 3.5 2.5 0.5 3.5 16.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 14 11 12 13 -11 15 16 17 18 19 21 -21 24 23 -23 25 26 27 28 29 -1 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 6 7 8 13 10 11 12 13 14 15 16 17 18 20 20 23 22 23 24 25 26 27 28 29 leaf_value=0.00119346 -0.0283697 0.0436224 0.0406397 -0.0317242 0.0385167 0.0531815 0.0210016 -0.036923 -0.058049 -0.0348179 -0.0370291 0.0277247 0.0309456 0.0163937 0.0488298 -0.0559473 0.0523475 -0.0333995 -0.0224788 0.0314444 0.0029941 0.0163853 -0.0276102 0.0705879 -0.0160221 -0.0270747 0.030939 -0.0203981 0.0300946 0.0503141 leaf_count=12908 4150 292 253 1814 144 365 351 634 565 5462 938 1061 230 611 107 253 323 396 874 1191 1014 266 144 148 1428 290 434 1464 660 236 internal_value=0 0.0129741 0.00743672 0.00193624 0.00881162 0.00390547 0.00062063 -0.00792576 0.000989272 0.00507183 -0.127873 -0.0409565 -0.152737 -0.246897 0.0217571 0.0167103 0.0212556 0.01733 0.0228936 0.0311581 0.162414 0.0117202 0.251133 0.456736 -2.923e-05 0.0158541 0.0243302 0.0151235 0.0280828 0.0180448 internal_count=39006 34856 34564 34311 32497 32353 31988 31637 31003 30438 8302 7364 6303 6073 22136 22029 21776 21453 21057 20183 2205 17978 558 414 17420 15992 15702 15268 13804 13144 Tree=827 num_leaves=31 split_feature=13 14 16 49 7 67 70 66 67 52 82 61 62 77 23 35 7 73 23 66 86 35 8 12 41 56 39 43 40 38 split_gain=4.091 3.54094 3.09964 3.44889 3.89819 3.4739 3.04578 2.83515 2.76662 2.48871 2.82448 2.71092 2.45328 2.61356 2.41937 2.51475 2.91543 2.55071 2.35462 2.74785 2.33463 2.3216 2.22349 2.15616 3.30588 2.15331 2.02403 3.96083 3.1534 2.90803 threshold=6.5 4.5 0.5 0.5 0.5 0.5 2.5 9.5 4.5 1.5 4.5 2.5 0.5 0.5 3.5 12.5 3.5 0.5 3.5 13.5 4.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 9 26 14 10 18 -11 13 21 20 16 22 -18 25 -20 23 -7 -16 -4 -25 -6 27 28 -1 -28 right_child=-2 -3 8 -5 6 12 -8 -9 -10 11 -12 -13 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31 leaf_parent=28 0 1 23 3 25 21 6 7 8 11 10 11 12 13 22 15 17 17 19 19 20 21 22 24 24 25 29 27 28 29 leaf_value=-0.00391936 -0.041668 -0.0461258 0.00562207 -0.0194024 0.0120455 0.0287538 -0.0395021 0.032916 0.0531285 0.0573486 0.0543322 0.0126365 -0.025287 -0.0313005 0.00791344 0.0251589 -0.0437334 0.0120315 -0.0205259 0.0336126 0.0453896 -0.00702486 -0.0275188 0.0445993 -0.00650076 -0.0157911 -0.0240502 -0.034395 0.0407252 0.0288545 leaf_count=6471 3215 2361 2544 3196 3273 1311 205 283 122 177 186 212 248 315 1614 132 197 113 1183 100 139 349 609 259 200 462 6743 2206 143 438 internal_value=0 0.00951532 0.0142108 -0.0168045 0.00150515 -0.0531836 0.075496 -0.09636 0.0772216 0.0913065 0.0576509 0.277984 0.0920663 0.1481 0.0655754 -0.0265346 -0.0759685 -0.296088 0.0403223 -0.120554 0.117068 0.20001 0.00931427 0.0958837 0.272485 0.0854891 -0.111964 -0.0575394 -0.00372709 -0.202252 internal_count=39006 35791 33430 27501 24305 18507 5798 16284 5929 5593 5204 389 2223 1975 5807 2665 2533 310 5018 1283 3142 1660 2223 3003 459 3735 16001 8820 6614 7181 Tree=828 num_leaves=31 split_feature=63 39 49 82 79 83 42 61 71 69 28 90 85 41 47 8 66 68 75 73 84 24 23 27 25 41 10 59 21 41 split_gain=3.00089 2.71522 2.72058 2.25242 2.87237 2.43049 2.42588 2.22651 2.97825 3.05646 2.88413 2.87386 2.87499 3.00384 3.53685 2.69827 2.72908 2.66009 2.71456 2.69957 2.57311 4.14777 2.42191 2.39301 3.66915 2.11243 2.05797 2.58996 2.71404 2.44223 threshold=7.5 5.5 4.5 11.5 3.5 0.5 1.5 2.5 2.5 4.5 3.5 5.5 3.5 2.5 0.5 1.5 6.5 4.5 0.5 0.5 1.5 2.5 1.5 0.5 1.5 0.5 0.5 0.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 15 -15 17 -17 18 19 20 21 23 -16 24 -1 -20 29 28 -28 -9 right_child=-2 -3 -4 -5 -6 -7 -8 26 -10 -11 -12 -13 -14 14 22 16 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=24 0 1 2 3 4 5 6 29 8 9 10 11 12 14 22 16 16 17 25 19 20 21 22 23 24 25 28 27 28 29 leaf_value=0.00377576 -0.0440671 -0.0388409 -0.0457477 -0.0356796 -0.0424291 0.0224894 -0.0319764 0.0190158 -0.037861 0.0369799 -0.0454968 -0.0474656 -0.0254441 -0.0164926 0.0849542 -0.0428475 0.0184635 -0.0426354 0.0172448 -0.0221523 0.0390489 -0.0302844 0.0241336 -0.0302914 0.0595465 -0.00994517 -0.0183652 -0.0489061 0.0481788 -0.0298585 leaf_count=7686 1961 3032 425 373 2230 744 1988 2762 1634 444 126 179 1575 727 436 1056 198 839 2434 1587 339 2418 551 998 557 571 366 314 178 278 internal_value=0 0.0209673 0.0256645 0.029698 0.0339074 0.0384847 0.0288694 0.0342655 0.0143948 0.0217065 0.013077 0.0192832 0.0252207 0.0358379 0.313136 0.0242256 -0.248098 0.0352919 0.0419891 0.00708618 0.0263094 0.0138404 0.510453 0.0377459 0.0515351 0.133695 0.122505 -0.0939678 0.0833842 0.163237 internal_count=39006 37045 34013 33588 33215 30985 30241 28253 24355 22721 22277 22151 21972 20397 1714 18683 1254 17429 16590 13585 11998 11659 987 9241 8243 3005 3898 858 544 3040 Tree=829 num_leaves=31 split_feature=25 61 75 4 67 47 70 0 47 66 44 39 61 47 70 71 39 31 75 69 65 6 63 49 69 59 15 24 53 69 split_gain=2.88885 2.58337 2.43949 2.46709 2.90959 2.2754 2.13793 2.24854 3.0593 5.68099 2.66178 2.53615 2.49771 2.48645 5.16264 3.34899 2.88799 3.40776 3.00962 2.75221 4.92499 3.12994 3.6855 2.91265 2.82586 2.81861 2.80243 4.14015 2.70738 2.0221 threshold=3.5 12.5 3.5 2.5 1.5 3.5 3.5 1.5 1.5 0.5 0.5 19.5 1.5 5.5 1.5 5.5 3.5 0.5 0.5 5.5 0.5 0.5 2.5 0.5 8.5 2.5 1.5 0.5 9.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 -6 7 11 -9 -10 12 13 -11 19 15 16 17 -15 -19 21 23 25 26 -21 -22 28 -23 -28 29 -1 right_child=-2 -3 -4 -5 5 -7 -8 8 9 10 -12 -13 -14 14 -16 -17 -18 18 -20 20 24 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 0 1 2 3 5 5 6 8 9 12 10 11 12 17 14 15 16 18 18 23 24 26 22 23 24 25 27 27 28 29 leaf_value=-0.000361108 -0.0420584 -0.0509973 -0.0329073 0.0436548 -0.0263075 0.00866859 0.0280703 -0.0220523 0.0303875 -0.025249 0.0276293 0.0222005 0.00924982 0.0281804 -0.0348813 0.0563957 -0.00424609 0.0110652 -0.0328777 0.00890764 -0.0257768 -0.0394722 0.0253514 0.0422593 0.0170197 -0.0433089 -0.0496396 0.0128314 0.0308149 -0.0155573 leaf_count=22985 1850 360 2009 120 1727 273 301 863 229 496 126 168 304 650 115 107 396 343 160 176 193 859 120 194 116 1736 348 214 1163 305 internal_value=0 -0.00501879 -0.00424155 -0.00309885 -0.00395569 -0.174592 -0.001347 -0.00252438 -0.0899659 -0.00662919 -0.113232 0.00148653 -0.166716 -0.000389626 0.0802924 0.11377 0.0914551 0.159351 0.0273158 -0.00545977 0.119774 -0.00930257 -0.167622 0.254275 -0.0952891 -0.00573959 -0.239282 -0.0665323 -0.00452417 -0.00612435 internal_count=39006 37156 36796 34787 34667 2000 32667 32366 2018 1155 926 30348 800 30180 1771 1656 1549 1153 503 28409 679 27730 1541 370 309 26189 1421 562 24453 23290 Tree=830 num_leaves=31 split_feature=25 77 32 26 47 42 89 21 61 15 65 39 47 21 55 10 47 23 66 87 41 66 21 31 72 32 12 73 87 84 split_gain=3.41989 3.24931 2.45392 3.59477 4.10952 4.08335 3.31601 3.30476 4.13358 3.26176 4.35434 3.23514 2.88913 2.77406 2.86705 3.20241 2.65794 4.3961 4.52532 4.26989 3.4647 3.29382 3.93249 3.74267 3.50757 3.23415 2.89087 2.61968 2.57813 2.47006 threshold=3.5 1.5 2.5 0.5 1.5 0.5 0.5 0.5 1.5 1.5 0.5 1.5 6.5 4.5 7.5 0.5 4.5 0.5 1.5 1.5 1.5 1.5 0.5 3.5 1.5 0.5 1.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 13 7 28 12 8 9 10 -5 -9 27 14 16 -16 20 18 25 -20 26 -19 24 -24 -23 -18 -1 -4 -6 -22 right_child=-2 -3 6 4 5 -7 -8 11 -10 -11 -12 -13 -14 -15 15 -17 17 21 19 -21 29 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=26 0 1 27 10 28 5 6 11 8 9 10 11 12 13 15 15 25 21 19 19 29 24 23 23 24 25 26 27 28 29 leaf_value=-0.00128094 -0.0550724 -0.0262334 0.00908583 0.0021103 0.0173559 0.00334975 0.0377433 -0.00273056 -0.0482103 0.0367661 -0.0568819 0.0477259 -0.0241272 -0.0362543 -0.000653076 0.0410669 0.0523506 -0.0218713 -0.024428 0.0213494 -0.0269388 0.0159197 -0.0392039 0.0125855 -0.018249 0.0134142 -0.0245988 -0.012015 0.066498 0.00468706 leaf_count=21033 1863 1581 2127 941 436 200 187 1848 200 416 191 206 214 488 164 107 159 329 283 187 2125 1088 382 156 183 153 962 384 169 244 internal_value=0 0.000418067 0.00259934 -0.00455436 0.101645 0.294448 0.0636073 0.0305368 -0.0375255 0.0179665 -0.0446513 0.252266 0.0457016 -0.0112804 -0.00961175 0.185594 -0.0127298 0.0559941 0.186884 0.0212003 -0.0210716 -0.0109303 0.0368078 -0.191814 0.100508 0.347751 -0.0159441 0.0637354 0.488197 -0.184505 internal_count=39006 37143 35562 32650 4607 805 2912 3802 1748 1548 1132 2054 2725 28043 27555 271 27284 2920 782 470 24364 2138 1809 538 1271 312 21995 2511 605 2369 Tree=831 num_leaves=31 split_feature=16 39 81 59 42 47 38 24 31 33 41 44 34 52 78 0 47 41 15 73 74 25 87 42 92 42 73 66 84 52 split_gain=3.08061 3.11339 2.61131 2.53878 5.09715 3.45351 6.81149 3.21913 3.74547 4.07022 3.58442 3.28929 2.86921 3.32026 3.70704 3.6567 8.10765 9.37583 8.09501 3.71275 2.83569 2.8342 2.7346 3.0055 2.68067 2.63813 4.30969 2.8446 3.10814 2.57406 threshold=1.5 19.5 0.5 0.5 5.5 2.5 0.5 2.5 0.5 4.5 1.5 0.5 0.5 2.5 0.5 0.5 2.5 0.5 0.5 1.5 0.5 0.5 3.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 24 21 8 9 20 -10 12 13 14 15 16 19 18 29 22 25 -7 -9 -24 -5 26 -1 28 -27 -18 right_child=-2 -3 -4 5 -6 6 -8 11 10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31 leaf_parent=26 0 1 2 24 4 21 6 22 10 9 10 11 12 13 14 15 29 17 18 19 20 21 23 23 24 28 26 27 28 29 leaf_value=-0.00589372 -0.0361889 -0.0561414 -0.0326593 0.014885 -0.0349993 -0.0474683 0.0553577 0.00212464 -0.0294291 0.0521293 0.0312262 -0.0351067 -0.0187082 -0.0446793 0.0371969 -0.0129564 0.059366 -0.0190606 -0.00773782 -0.0437976 -0.0231329 0.00869688 0.0395498 -0.0092519 -0.035172 0.028312 0.019881 0.0604255 -0.014863 0.107055 leaf_count=7983 2564 217 3224 5063 555 996 376 2064 5974 1457 317 299 507 292 245 1167 287 280 273 112 1737 322 180 105 534 254 1146 167 188 121 internal_value=0 -0.00620833 -0.0035022 0.000417165 -0.0149901 0.0812925 -0.144703 -0.0060996 -0.0428539 -0.0221431 -0.22722 0.0464362 0.0584943 0.0760361 0.0862519 0.0649726 0.0980972 0.378079 0.571484 0.0383777 -0.0306364 -0.318884 0.0578799 0.252308 0.128163 -0.0143633 -0.0332958 0.159134 0.0782594 0.767608 internal_count=39006 36442 36225 33001 25710 7291 1694 25155 19223 12932 6291 5932 5633 5126 4834 4589 3422 961 681 2461 11475 1318 2349 285 5597 9738 9129 609 442 408 Tree=832 num_leaves=19 split_feature=33 10 16 25 59 42 33 85 8 52 47 53 91 7 8 23 39 39 split_gain=4.753 2.13789 1.83169 1.83631 1.37291 1.28209 1.6847 1.24547 0.937684 1.25587 0.879218 0.687923 0.61139 0.581892 0.342611 0.842549 0.050145 0.0374989 threshold=0.5 0.5 0.5 0.5 0.5 0.5 7.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=7 2 3 4 5 6 8 11 9 10 12 14 16 -12 15 -1 -2 -9 right_child=1 -3 -4 -5 -6 -7 -8 17 -10 -11 13 -13 -14 -15 -16 -17 -18 -19 leaf_parent=15 16 1 2 3 4 5 6 17 8 9 13 11 12 13 14 15 16 17 leaf_value=-0.00361633 0.00644687 -0.0311147 -0.0279867 -0.0211494 -0.0219665 -0.00977324 0.0459541 -0.0424566 -0.0102955 -0.0154882 0.0210262 -0.041021 0.0308197 0.0470064 0.00190217 -0.0406807 -0.0024761 -0.0500614 leaf_count=2356 201 2893 1261 943 666 543 1065 4816 634 420 492 8230 251 305 1586 4062 280 8002 internal_value=0 0.0112222 0.0444795 0.0757213 0.114498 0.14278 0.182581 -0.286117 0.129648 0.171433 0.218492 -0.190164 0.111095 0.333028 -0.124579 -0.189549 0.0270059 -0.462465 internal_count=39006 9954 7061 5800 4857 4191 3648 29052 2583 1949 1529 16234 732 797 8004 6418 481 12818 Tree=833 num_leaves=31 split_feature=88 43 34 82 42 2 10 39 49 91 32 86 23 66 23 8 23 71 66 69 47 61 35 41 47 72 82 65 47 59 split_gain=3.83484 3.93423 5.26438 3.81624 3.67605 3.50328 3.39793 3.28178 3.11533 2.95205 3.26472 4.75456 4.29821 4.12091 4.40129 3.91279 3.81926 3.05893 3.0173 2.9393 3.16324 5.98621 2.86361 3.03162 3.63965 4.59251 3.49625 2.70586 2.57006 2.67139 threshold=9.5 0.5 1.5 2.5 0.5 1.5 1.5 3.5 0.5 1.5 0.5 0.5 2.5 4.5 1.5 1.5 1.5 0.5 3.5 3.5 0.5 0.5 2.5 2.5 2.5 0.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 8 6 7 -3 9 -4 10 12 -12 16 -13 -15 22 17 -1 -18 20 -6 -22 23 24 26 -26 -14 -17 -20 -30 right_child=-2 4 3 -5 19 -7 -8 -9 -10 -11 11 13 15 14 -16 27 18 -19 28 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_parent=17 0 6 8 3 20 5 6 7 8 9 11 13 26 14 14 27 18 17 28 19 21 21 22 23 25 25 26 27 29 29 leaf_value=0.00107152 -0.0591333 0.00692431 0.0231927 0.0791693 -0.023747 0.0271322 0.028054 -0.0362448 -0.0284201 0.0115463 -0.0271011 -0.0223014 0.00215014 0.0840421 0.00620924 -0.0611626 0.00481238 -0.0254582 0.0769399 -0.036446 0.0645167 -0.0119495 -0.0375603 -0.0383367 0.00544369 0.0781012 -0.0344798 -0.00345587 0.0035783 0.059657 leaf_count=6130 159 5659 1189 142 837 1086 2511 3731 197 1296 5264 672 1547 109 402 943 1336 1387 114 670 273 422 562 146 519 233 691 213 455 111 internal_value=0 0.00851345 -0.0243721 0.211679 0.0720484 -0.0423466 0.105228 -0.0520336 0.136735 -0.0425808 -0.0597904 -0.170088 -0.0295496 0.0535963 0.28111 -0.132727 0.0246813 -0.0237339 0.18135 -0.100467 0.00701166 0.18276 -0.0831221 -0.0399705 0.00467996 0.255608 -0.0782185 -0.430775 0.37188 0.239705 internal_count=39006 38847 28475 1528 10372 26947 8170 25861 1386 22130 20834 6447 14387 1183 511 4854 9533 7517 2016 2202 1532 695 3698 3136 2990 752 2238 1156 680 566 Tree=834 num_leaves=31 split_feature=8 24 61 31 73 8 72 85 55 0 24 70 35 42 43 47 84 87 7 23 66 92 44 36 66 85 71 63 17 86 split_gain=3.0582 3.07175 2.52082 2.61297 3.65808 2.7725 2.83268 2.48106 3.85245 3.63788 3.16882 2.67333 2.96824 2.59357 2.74578 2.68646 3.12128 4.28505 2.50361 2.48127 2.45267 2.32728 2.38314 2.19532 2.20314 2.1068 3.15971 2.36486 2.1901 2.6622 threshold=12.5 7.5 5.5 1.5 2.5 2.5 1.5 1.5 2.5 3.5 0.5 0.5 0.5 7.5 2.5 4.5 1.5 0.5 1.5 3.5 0.5 0.5 0.5 1.5 1.5 0.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 -5 -7 8 10 13 11 18 19 14 15 16 -9 -18 21 -13 -19 22 -1 24 25 26 28 -27 29 -12 right_child=-2 -3 -4 5 -6 6 -8 9 -10 -11 23 12 -14 -15 -16 -17 17 20 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=22 0 1 2 5 4 6 6 16 8 9 29 19 12 13 14 15 17 20 18 19 20 21 22 23 24 27 26 27 28 29 leaf_value=-0.00577629 -0.0441221 -0.0385892 -0.0317366 0.0114311 -0.03854 -0.0267091 0.0203459 0.00491341 0.0317598 -0.0519316 0.0193316 0.0182811 -0.0197334 -0.0208333 -0.0251637 0.0436688 -0.00409616 0.0634492 -0.036394 0.0695674 0.014913 0.0331045 0.0306773 0.0201964 -0.0293526 -0.0328671 -0.0436267 0.00930473 -0.0253351 -0.0339186 leaf_count=8645 1316 1281 1648 5031 1047 657 317 3719 205 298 1745 685 453 282 215 588 231 195 1038 214 121 543 340 409 3512 2079 834 493 665 200 internal_value=0 0.0132215 0.0177669 0.0222597 -0.00284544 0.0852611 -0.117484 0.00524919 -0.0331911 0.0610423 -0.0492252 0.0119622 0.183215 0.0743255 0.0942144 0.112634 0.0923757 0.279793 -0.0303145 0.289906 0.464818 -0.00497414 -0.0301383 -0.128293 -0.151556 -0.0934223 -0.0101724 -0.227047 0.0533766 0.123693 internal_count=39006 37690 36409 34761 28756 6005 974 27709 22060 5649 21855 11918 1352 5351 5069 4854 4266 547 10566 899 316 9528 8985 9937 9528 6016 3444 2572 2610 1945 Tree=835 num_leaves=31 split_feature=87 88 84 18 24 75 78 31 54 67 19 52 71 86 69 42 11 4 83 73 27 74 82 41 87 66 38 6 22 31 split_gain=3.75392 3.42412 3.59898 3.10939 3.15872 3.19531 3.68325 3.31943 3.18539 2.90014 2.88606 2.80613 2.48572 2.86196 3.57835 3.02782 3.40079 2.75848 3.23266 2.95808 3.39102 3.21732 3.00837 2.83847 2.77659 2.63338 2.86183 2.8556 2.8366 2.62297 threshold=4.5 10.5 4.5 14.5 4.5 9.5 0.5 9.5 0.5 3.5 9.5 0.5 2.5 1.5 0.5 2.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 1.5 2.5 0.5 1.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 10 9 11 12 -8 13 14 17 16 25 18 19 20 21 24 29 -21 -1 26 27 -16 -27 -23 right_child=-2 -3 -4 -5 -6 -7 8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 23 -22 22 -24 -25 -26 28 -28 -29 -30 -31 leaf_parent=24 0 1 2 3 4 5 11 7 8 9 10 11 12 13 27 15 16 17 18 23 20 29 22 23 24 28 26 27 28 29 leaf_value=-0.00941529 -0.0436544 0.0485458 -0.0379424 0.0526093 -0.02903 0.021423 -0.00153588 -0.0384625 -0.0268724 0.0284027 0.0442868 -0.0428179 -0.0267407 -0.0142835 0.0041143 -0.0412017 0.0633121 0.0205386 0.0304591 0.009183 0.0219359 -0.00752332 0.0243939 0.0676768 -0.0505522 0.0263149 -0.0207139 0.040556 -0.0135903 0.0214882 leaf_count=10182 1994 116 896 387 3146 660 1668 360 1157 195 106 531 2278 1321 3168 386 151 603 327 1115 1766 1740 427 192 1321 1541 453 123 207 489 internal_value=0 0.00407332 0.000205492 0.00540192 0.00208385 0.00812481 -0.000723374 0.0173923 -0.121745 -0.0226661 0.0230428 -0.0950381 0.0182722 0.024379 0.0366481 0.117023 0.131759 0.00239241 -0.0125197 -0.0245281 -0.0410202 -0.0581399 0.0291031 0.194759 -0.109804 0.113808 0.0397451 0.0956668 0.211276 -0.0236425 internal_count=39006 37012 36896 36000 35613 32467 31807 28256 3551 2394 27896 2199 27790 25512 24191 6029 5643 18162 17559 17232 15925 14159 2656 1307 11503 5492 3744 3291 1748 2229 Tree=836 num_leaves=31 split_feature=87 59 71 40 76 67 12 7 35 31 58 36 39 33 63 65 41 89 67 9 5 43 47 90 12 86 69 40 24 78 split_gain=3.64997 3.3244 3.18596 2.84638 2.63155 3.19816 3.25422 3.23452 2.82926 4.04436 2.80045 2.70978 2.67346 2.5894 2.62315 4.07004 4.07055 4.27217 3.56456 3.2268 3.00112 2.92994 3.64426 3.55408 2.70238 3.78861 3.00954 2.91735 4.88046 2.45486 threshold=3.5 7.5 4.5 7.5 0.5 0.5 0.5 0.5 12.5 5.5 11.5 2.5 5.5 4.5 0.5 0.5 3.5 0.5 1.5 0.5 0.5 0.5 4.5 0.5 0.5 2.5 2.5 1.5 4.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 8 6 7 -6 9 10 11 12 13 14 20 -16 17 18 19 -17 21 24 23 -23 25 26 27 28 -1 -26 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25 29 -27 -28 -29 -30 -31 leaf_parent=28 0 1 2 3 7 5 6 7 8 9 10 11 12 13 15 19 16 17 18 19 20 23 22 23 29 25 26 27 28 29 leaf_value=0.00388303 -0.0376917 -0.0405953 -0.0427038 0.0427344 -0.0317979 -0.00781226 0.0428841 0.0284667 0.0230099 -0.0366604 0.0329108 -0.0461175 -0.0354301 -0.0411341 -0.0163303 -0.00678617 0.0594602 0.0365351 0.0328496 -0.054877 -0.0445974 -0.0190945 0.0367701 0.0223165 0.0280383 0.0498569 -0.0465126 0.0275029 -0.0431154 -0.000850607 leaf_count=9102 2711 2291 1920 120 531 399 572 266 309 2338 225 566 1997 1838 3994 1184 230 727 192 285 267 3288 146 260 1167 100 352 310 960 359 internal_value=0 0.00953751 0.0145427 0.0191103 0.0146505 0.152491 0.261586 0.0361188 0.00230556 -0.00644501 0.00177043 -0.00463138 -0.000103098 0.00571253 0.0105749 -0.0624412 0.0515429 0.0064427 -0.0711258 -0.141815 0.0390379 0.0458513 -0.0734071 -0.122736 0.0732836 0.0431852 0.0289699 0.0397022 0.0173843 0.196597 internal_count=39006 36295 34004 32084 31964 1768 1369 797 30196 29887 27549 27324 26758 24761 22923 6612 2618 2388 1661 1469 16311 16044 3694 3548 12350 10824 10724 10372 10062 1526 Tree=837 num_leaves=31 split_feature=63 49 13 71 56 83 42 92 40 61 0 75 68 69 39 0 49 79 62 91 6 30 59 85 86 40 63 13 7 68 split_gain=2.93184 2.69719 2.59598 2.31861 2.1882 2.15343 2.07029 1.81069 1.824 2.09589 1.96546 3.07292 2.09836 2.24967 3.08915 2.5345 2.51575 2.96151 3.99063 2.24102 2.18297 2.11938 2.50352 2.05063 1.77735 4.52796 2.66473 1.79933 5.53006 2.53347 threshold=7.5 4.5 4.5 4.5 3.5 3.5 1.5 2.5 2.5 13.5 3.5 3.5 5.5 1.5 2.5 2.5 0.5 0.5 0.5 3.5 1.5 0.5 8.5 3.5 1.5 0.5 3.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 12 -12 13 14 15 19 17 18 -15 21 -18 22 23 24 26 -26 27 -1 -29 -30 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 16 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31 leaf_parent=27 0 1 2 3 4 5 6 7 8 9 11 11 12 18 14 15 20 17 18 19 20 21 22 23 25 25 26 28 29 29 leaf_value=0.00584422 -0.0438684 -0.0453879 -0.0289689 -0.038701 -0.0294442 0.0436058 -0.0281465 -0.0359808 -0.0228307 0.0404785 -0.0463261 0.0198572 -0.0347221 0.0209702 -0.0264545 0.0367628 -0.0179731 -0.0123399 0.0726613 0.0386169 0.0251611 -0.0294618 0.0471043 -0.0254138 0.00713697 0.0704591 -0.0347405 -0.0271241 0.00378351 0.0523052 leaf_count=10518 1989 433 4960 1892 764 103 1964 239 741 203 480 122 1036 1265 2300 284 621 611 184 283 146 1350 917 828 477 112 668 2675 723 118 internal_value=0 0.0219944 0.02602 0.0319097 0.035948 0.040827 0.036754 0.0416675 0.0451263 0.0502862 0.0456267 -0.2088 0.0517949 0.0560957 0.037309 0.0473743 0.155084 0.224598 0.285045 0.0393311 -0.0324657 0.0325994 0.0394784 0.0331878 0.0410399 0.188318 0.0273998 0.0361799 -0.0659719 0.124316 internal_count=39006 37017 36584 31624 29732 28968 28865 26901 26662 25921 25718 602 25116 24080 21253 18953 2827 2060 1449 18669 767 18386 17036 16119 15291 589 14702 14034 3516 841 Tree=838 num_leaves=31 split_feature=23 35 87 66 24 0 23 63 65 15 20 13 13 17 7 81 0 74 24 10 52 87 85 20 13 63 0 85 47 54 split_gain=3.33232 2.61056 5.31033 5.45805 3.27292 3.25626 2.9197 3.1999 3.89162 2.70861 6.44174 5.21741 5.13225 4.96477 3.78904 3.71318 3.57674 3.18378 3.01043 2.98206 2.72725 3.56871 6.91356 3.91735 3.01824 5.06927 3.69134 3.42422 3.30951 7.19204 threshold=10.5 0.5 3.5 3.5 9.5 5.5 7.5 5.5 1.5 0.5 0.5 9.5 11.5 0.5 0.5 0.5 0.5 1.5 2.5 1.5 1.5 3.5 4.5 1.5 0.5 6.5 0.5 5.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 5 4 -4 6 9 7 -3 -9 11 -11 13 19 15 -15 17 18 20 -13 -12 21 23 -23 24 26 28 27 -1 29 -26 right_child=-2 2 3 -5 -6 -7 -8 8 -10 10 12 16 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=27 0 7 3 3 4 5 6 8 8 10 19 18 12 14 14 15 16 17 18 19 20 22 22 23 29 25 26 27 28 29 leaf_value=0.00349633 -0.0266477 -0.0103423 0.000829661 0.0405797 0.021648 -0.0504613 -0.0410976 0.0186873 -0.0231091 0.00152383 0.0138415 -0.00687641 0.0497607 -0.00788293 -0.0422807 -0.0504441 0.0126631 -0.030944 -0.0368054 -0.0381643 -0.0182178 -0.0153367 0.011997 -0.0278864 0.00410167 -0.0186567 -0.0162158 -0.0335441 0.0184551 0.0535454 leaf_count=5470 1846 7185 355 168 170 136 658 264 113 10614 1253 147 129 1397 610 284 126 793 239 1192 277 696 343 161 2040 169 495 100 1439 137 internal_value=0 0.00185963 -0.0438404 0.114261 -0.0758464 0.0105927 -0.088675 -0.0778397 0.0767942 0.0117436 0.0389954 -0.00639553 0.162826 0.00292194 -0.157778 0.0128272 -0.176609 0.0152706 -0.245693 0.119333 0.0186237 0.0233164 -0.0621906 0.0380738 0.0431985 0.0810583 0.00961039 0.0266973 0.0980343 0.0615768 internal_count=39006 37160 8913 523 8390 28247 8220 7562 377 28111 13188 14923 2574 14411 2007 12404 512 12120 386 2445 11327 11050 1039 10011 9850 3785 6065 5570 3616 2177 Tree=839 num_leaves=31 split_feature=77 31 85 7 82 56 66 35 63 73 71 32 26 65 13 84 31 24 39 7 23 47 32 87 61 91 37 61 24 61 split_gain=2.63089 2.74302 2.51299 4.13951 3.1906 3.11673 2.69691 5.42699 4.06634 3.88389 3.5732 4.38703 3.56579 3.86325 3.45135 4.03675 4.29192 3.2901 2.99384 4.41388 3.56645 4.74982 6.14429 2.83369 2.63634 3.35547 2.62599 2.3802 2.36484 2.28663 threshold=1.5 11.5 0.5 2.5 5.5 0.5 0.5 1.5 10.5 0.5 3.5 0.5 1.5 1.5 5.5 3.5 8.5 1.5 7.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 3.5 4.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -4 6 7 9 14 10 12 -12 13 18 15 16 27 -13 19 20 -1 22 -22 -10 -20 -26 -9 28 -8 -16 right_child=-2 -3 4 -5 -6 -7 8 26 23 -11 11 17 -14 -15 29 -17 -18 -19 24 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=20 0 1 4 3 4 5 28 26 23 9 11 17 12 13 29 15 16 17 24 19 22 21 22 23 25 25 26 27 28 29 leaf_value=-0.00999116 -0.0236632 0.0322871 0.0012024 -0.0339478 0.0389443 -0.0271804 -0.021206 0.0634335 0.0149167 -0.0192208 0.0440502 -0.00563185 0.0570224 0.0345807 -0.00568825 0.0154938 0.00762495 0.0274418 -0.0456438 0.027992 0.00428197 -0.0107234 0.0607284 -0.0144498 0.00533501 -0.0411485 0.00606279 0.000178995 0.00704554 0.0256161 leaf_count=1731 1599 143 15125 1389 193 3706 6808 152 332 1459 116 224 1034 262 281 198 222 137 103 729 649 502 176 119 145 145 112 799 190 226 internal_value=0 0.000414473 -0.00109257 -0.030067 0.0143446 -0.0232163 -0.0166541 0.0222115 -0.0539319 0.00706464 0.0292756 0.157559 -0.00600436 -0.0159979 -0.0858551 -0.110827 -0.133364 0.0665108 -0.0335409 -0.000851347 -0.033543 0.0912174 0.251243 0.0801322 -0.191305 -0.0915105 0.41537 -0.166322 -0.192694 0.0942465 internal_count=39006 37407 37264 21946 15318 20557 16851 7676 9175 7412 5953 477 5476 4442 8724 8217 8019 361 4180 3787 3058 1327 825 451 393 290 264 7797 6998 507 Tree=840 num_leaves=31 split_feature=28 59 61 16 79 85 74 75 86 25 48 16 24 90 85 47 38 49 23 87 17 39 32 66 13 13 45 39 25 61 split_gain=3.05421 3.07623 4.1459 3.44442 3.12233 2.76821 2.78676 2.45692 3.06708 3.25875 2.67768 2.87483 2.64541 2.38939 2.64693 2.35353 2.88435 2.32016 2.21953 2.18717 3.67982 3.18542 2.53271 2.32335 2.49618 2.47268 2.19697 2.65029 2.77466 2.24465 threshold=1.5 1.5 5.5 1.5 2.5 2.5 0.5 0.5 0.5 3.5 0.5 0.5 3.5 0.5 6.5 4.5 0.5 0.5 1.5 2.5 0.5 1.5 2.5 1.5 4.5 2.5 0.5 5.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 7 6 17 8 9 10 11 13 -13 14 15 16 19 -3 -17 22 21 23 26 24 25 -21 29 28 -28 -1 right_child=-2 5 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 18 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 0 17 2 3 4 5 6 7 8 9 10 12 12 13 14 18 16 17 18 25 20 21 22 23 24 25 28 27 28 29 leaf_value=0.00215942 -0.0373329 -0.015691 -0.051863 -0.0455452 -0.0449172 0.0438786 0.042138 -0.011202 0.0122124 0.0498539 -0.0234995 -0.0356672 0.0160866 0.0342697 0.0173356 -0.0393575 -0.0233485 0.0328574 0.00382616 -0.00887763 -0.0304603 0.0251937 -0.0186782 0.0384318 -0.0322342 0.029162 -0.0105463 0.0592052 0.0486689 -0.0101512 leaf_count=7106 1364 2436 1228 1534 2406 263 1300 5382 3080 327 1371 899 117 554 470 848 955 361 727 240 162 687 955 139 132 137 451 115 272 2988 internal_value=0 -0.000261928 -0.00896359 -0.00481623 -0.000887516 0.171279 0.0672703 0.00272371 0.0139149 -0.00234407 -0.00663687 0.00116635 -0.227838 0.00980594 0.0046798 -0.00669995 0.00182477 -0.0425818 -0.220416 0.0116919 0.0956544 0.132998 -0.0101565 0.0140618 -0.0416709 0.04921 0.00500007 0.20647 0.0715897 -0.00751507 internal_count=39006 37642 33282 32054 30520 4360 4097 28114 22732 19652 19325 17954 1016 16938 16384 15914 14339 2797 1575 13384 1497 1335 11887 648 509 377 10932 838 723 10094 Tree=841 num_leaves=18 split_feature=13 84 74 0 10 75 16 23 31 7 85 61 32 91 66 66 7 split_gain=4.07328 3.20946 3.00311 2.80646 2.5223 1.61552 1.41364 1.85686 1.72681 1.65701 1.05106 1.03299 0.709114 1.30287 0.755031 0.511023 0.478138 threshold=3.5 0.5 0.5 0.5 0.5 0.5 0.5 4.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 12 -11 13 14 -1 -4 -3 right_child=-2 16 15 -5 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 leaf_parent=14 0 16 15 3 4 5 6 7 8 11 10 11 12 13 14 15 16 leaf_value=0.0194703 -0.0508922 -0.0422503 -0.0181436 -0.0361466 -0.0302889 -0.017449 -0.0163794 0.0568521 -0.01202 0.0544081 -0.0152977 0.0190018 -0.00619721 -0.00196587 0.049263 -0.0468864 -0.0156142 leaf_count=943 6456 4934 2775 2896 5382 1689 1101 654 1574 770 2096 798 357 709 647 3174 2051 internal_value=0 -0.0216183 0.0204812 0.0631319 0.0975134 0.132934 0.165096 0.194155 0.15766 0.207844 0.121603 0.39102 0.175278 0.225382 0.333336 -0.303128 -0.329892 internal_count=39006 32550 25565 19616 16720 11338 9649 8548 7894 6320 4752 1568 2656 2299 1590 5949 6985 Tree=842 num_leaves=31 split_feature=38 39 60 51 90 10 8 71 88 6 59 63 89 91 63 46 63 13 25 26 37 58 86 36 21 85 89 3 65 35 split_gain=3.63519 3.60436 3.41743 3.92229 3.89545 3.46268 3.12803 3.15327 3.1111 3.0402 3.00829 2.99993 2.81712 2.60505 2.927 2.58157 2.51933 2.79994 2.38152 3.22945 2.53353 2.37845 2.16227 4.90275 2.56075 2.11044 2.51148 4.33772 2.80268 2.76792 threshold=2.5 3.5 0.5 0.5 0.5 2.5 12.5 3.5 1.5 2.5 1.5 3.5 0.5 0.5 5.5 0.5 16.5 3.5 2.5 0.5 1.5 10.5 1.5 0.5 0.5 2.5 0.5 1.5 5.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 12 -4 7 9 11 13 -3 15 -5 16 18 22 17 21 19 20 -15 25 23 24 -2 26 28 29 -1 -28 right_child=8 10 5 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=28 24 10 5 12 4 5 6 7 8 9 10 11 12 20 14 15 16 17 18 19 20 21 22 23 24 25 29 27 28 29 leaf_value=0.00373015 -0.0342988 -0.0371194 0.00315 -0.00404684 -0.0729372 0.0391312 -0.0435728 -0.0437362 -0.0217817 -0.0336416 0.0124384 -0.0229189 -0.0404829 0.00962586 0.0537248 0.0641659 0.0392881 -0.0349425 0.0259159 -0.0334511 -0.026817 0.0331701 0.0469603 0.0501849 0.0236096 -0.0144065 -0.009591 0.0341575 -0.0416462 -0.0460871 leaf_count=11172 238 4985 677 1488 170 2786 1194 1706 191 555 211 137 360 3480 117 127 147 2861 768 299 274 236 156 200 128 1809 1560 172 120 682 internal_value=0 -0.00468657 0.00402552 -0.00791558 -0.169565 0.172698 0.00739746 0.0122744 0.172875 0.0171728 -0.239808 0.237414 -0.118815 0.0232439 0.0946138 0.298129 -0.00297148 -0.00922141 0.0769346 0.0405986 0.0693082 -0.00101152 0.217928 0.10483 -0.130783 -0.00831462 0.00791631 -0.132335 0.0288471 -0.214721 internal_count=39006 37829 32633 29170 2018 3463 27152 25958 1177 24252 5196 986 1848 23697 4938 849 18759 18612 4821 4053 3754 15751 722 566 366 15515 13706 2414 11292 2242 Tree=843 num_leaves=31 split_feature=73 39 35 42 44 84 69 63 0 9 36 36 48 0 13 89 61 65 90 8 8 31 36 21 16 13 24 13 87 24 split_gain=2.90947 2.68417 2.50249 2.77985 2.35555 2.22479 2.56887 5.2488 5.46957 3.52321 3.06613 3.06354 3.05425 3.06174 2.93552 2.78612 2.77717 3.76945 2.58313 2.50115 2.69232 4.53576 3.90206 3.1707 2.55605 2.24717 2.18757 2.14794 2.79185 3.52932 threshold=6.5 6.5 1.5 2.5 0.5 15.5 0.5 0.5 1.5 0.5 1.5 0.5 2.5 0.5 2.5 0.5 1.5 0.5 1.5 5.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 6.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 5 4 -4 6 7 9 14 16 12 26 13 18 19 -12 17 27 -8 20 22 -22 23 24 25 -9 -11 28 -1 -30 right_child=-2 -3 3 -5 -6 -7 10 8 -10 11 15 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=28 0 1 4 3 4 5 18 25 8 26 15 11 12 13 14 15 16 17 18 19 21 21 22 23 24 25 26 27 29 29 leaf_value=-0.013449 -0.0506127 -0.032403 -0.0225078 0.0311198 0.00771351 -0.0439384 0.00464608 0.0408554 0.0681774 0.0236683 0.0354517 0.0558875 0.0390167 -0.0135373 -0.0187069 -0.00531447 -0.0361503 0.0153674 0.0472793 -0.0185392 0.00735698 0.0611398 -0.0295247 -0.0221575 -0.0072527 0.00481333 -0.0278166 -0.0471009 0.0479149 -0.00914101 leaf_count=8551 475 2399 3965 104 378 136 7087 904 243 488 450 198 546 1649 902 314 1876 1634 171 1654 507 194 509 844 247 365 278 1049 211 679 internal_value=0 0.00048575 0.00536384 -0.113981 -0.155107 0.0179161 0.0211348 -0.0164746 0.0895353 -0.0767243 0.0666417 0.180256 0.0412307 0.0264995 0.0585233 0.244303 -0.102889 -0.0803084 0.0596762 0.100762 0.136961 0.30933 0.0640889 0.13617 0.206803 0.294127 0.0131496 -0.117142 -0.101079 0.130085 internal_count=39006 38531 36132 4447 4343 31685 31549 21332 6368 14964 10217 964 9453 8907 6125 764 14000 12124 7258 5223 3569 701 2868 2360 1516 1269 766 10490 9441 890 Tree=844 num_leaves=31 split_feature=1 13 42 76 77 23 71 9 63 8 47 13 87 47 87 74 72 57 82 66 51 68 23 84 77 38 66 88 75 23 split_gain=3.62317 5.09387 3.88911 3.52907 2.79906 3.92526 2.75494 2.68448 2.70237 3.47463 3.26728 3.36116 4.32433 6.12157 2.69366 2.93177 2.51286 2.33246 3.0686 2.99665 3.01127 2.83456 4.00967 2.64868 2.52974 4.11541 3.24934 4.19037 3.25359 4.11562 threshold=1.5 4.5 2.5 0.5 1.5 8.5 3.5 3.5 6.5 12.5 3.5 0.5 0.5 1.5 1.5 0.5 4.5 0.5 8.5 8.5 1.5 3.5 13.5 0.5 1.5 1.5 1.5 3.5 3.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 6 -2 -6 7 8 9 14 11 12 -10 -14 16 -16 17 19 -19 20 21 22 24 -21 25 26 27 -1 29 -28 right_child=4 -3 -4 -5 5 -7 -8 -9 10 -11 -12 -13 13 -15 15 -17 -18 18 -20 23 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_parent=27 4 1 2 3 5 5 6 7 12 9 10 11 13 13 15 15 16 18 18 23 20 21 22 23 24 25 29 27 28 29 leaf_value=-0.00732923 0.0240184 -0.0445206 -0.0380312 -0.0228315 -0.0350613 0.0226764 -0.0363001 0.0256075 -0.0277646 0.0583102 -0.0577649 -0.0450816 -0.00769955 0.0878333 -0.0383552 0.0144089 0.0329063 0.0157653 -0.0250188 -0.00878964 0.0354619 0.032388 -0.0518138 -0.0505727 0.0169564 -0.0297821 -0.000304774 0.0552321 -0.0472303 0.0199233 leaf_count=9411 1421 5015 1285 1661 154 229 2083 404 447 268 455 425 356 265 2026 299 367 2733 150 1107 650 247 112 328 410 613 3527 158 110 2290 internal_value=0 -0.0124845 -0.00553041 0.000698311 0.148892 -0.0533752 0.0101017 0.0147925 0.00763567 0.0177517 -0.1693 -0.0713089 0.0631879 0.324143 0.0134483 -0.217389 0.0216813 0.0157077 0.115547 -0.00169488 0.0135117 0.00510826 -0.0035648 -0.174075 0.00424223 -0.0113214 0.0046641 -0.0571331 0.0664437 0.0806331 internal_count=39006 37202 32187 30902 1804 383 29241 27158 26754 24806 1948 1493 1068 621 24538 2325 22213 21846 2883 18963 17528 16878 16631 1435 16519 16109 15496 9569 5927 5817 Tree=845 num_leaves=31 split_feature=13 16 42 71 7 63 5 40 86 24 49 24 58 82 36 89 31 88 69 8 34 71 23 39 47 45 65 65 56 75 split_gain=3.83239 4.70983 2.80394 2.55273 2.50199 3.79908 2.70227 2.44134 2.5339 3.0795 2.61064 3.19035 2.58573 2.48045 3.03697 2.34017 4.3394 2.47448 2.45037 3.28147 2.9971 2.91211 2.83066 2.88502 3.48461 2.57193 2.83359 2.22212 2.21491 2.0703 threshold=3.5 2.5 1.5 4.5 5.5 5.5 0.5 7.5 4.5 0.5 0.5 3.5 16.5 8.5 1.5 1.5 0.5 6.5 0.5 0.5 0.5 2.5 0.5 1.5 2.5 0.5 3.5 1.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 4 5 6 7 8 10 -10 12 -12 13 14 15 17 -17 18 21 20 -20 22 23 24 29 26 28 -11 -24 -1 right_child=1 -3 -4 -5 -6 -7 -8 -9 9 27 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 1 1 2 3 4 5 6 7 9 27 11 11 12 13 14 16 16 17 20 19 20 21 28 23 24 25 26 27 28 29 leaf_value=0.0257514 -0.0361114 0.0362107 -0.033969 -0.0392817 0.0150036 -0.0416211 -0.0336252 0.0410794 0.0684087 -0.0262675 -0.0213226 0.0204891 0.0460092 0.0500321 -0.0298466 -0.018462 0.0596403 0.0442719 -0.00861912 -0.0335839 0.0201606 -0.0489883 0.00179158 -0.0133245 -0.0147759 -0.0284811 0.0408337 0.0374203 -0.0305961 -0.011032 leaf_count=3546 6353 109 2164 1668 837 2191 548 102 130 110 2762 217 124 273 876 611 493 107 2563 721 1242 435 6571 1161 237 1493 122 103 753 384 internal_value=0 -0.239601 0.00934903 0.0145518 0.0186708 0.0060251 0.0125741 0.0183002 0.0136271 0.282422 0.00646043 -0.134412 0.0209247 0.0158574 0.0114001 0.020011 0.29535 0.0123362 0.00699968 -0.0758636 -0.0286333 0.0347871 0.0417516 0.129599 0.173478 0.0007824 0.0175725 0.0579838 0.0032581 0.224083 internal_count=39006 6462 32544 30380 28712 27875 25684 25136 25034 343 24691 2979 21712 21588 21315 20439 1104 19335 19228 4526 3805 14702 14267 5328 4167 8939 7446 213 7324 3930 Tree=846 num_leaves=31 split_feature=63 14 39 83 42 86 67 67 12 75 23 89 66 10 32 70 61 63 77 91 47 23 77 32 90 0 59 54 23 49 split_gain=3.31761 2.57516 2.25109 1.99323 1.96863 1.85429 1.74136 1.71832 4.896 3.2736 3.09787 2.63388 2.91403 2.67077 2.45674 2.59971 2.59054 2.70508 2.3456 3.44123 2.96761 2.69271 2.59271 2.14657 2.61263 2.95311 2.17109 7.15526 2.06699 2.05657 threshold=7.5 4.5 5.5 3.5 2.5 7.5 7.5 1.5 0.5 1.5 8.5 1.5 9.5 2.5 3.5 4.5 13.5 2.5 0.5 0.5 2.5 0.5 1.5 0.5 0.5 0.5 2.5 0.5 8.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 11 10 -10 -9 13 -13 14 15 16 17 18 23 20 21 -20 -23 24 26 -26 -1 -28 -22 -25 right_child=-2 -3 -4 -5 -6 -7 -8 8 9 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 28 22 -24 29 25 -27 27 -29 -30 -31 leaf_parent=26 0 1 2 3 4 5 6 10 9 9 10 12 12 13 14 15 16 17 21 19 28 22 22 29 25 25 27 27 28 29 leaf_value=0.00119549 -0.0484514 -0.0401972 -0.037275 0.0385069 -0.0410268 -0.0383626 -0.0355756 0.020168 -0.0363264 0.0269406 0.074405 -0.037622 0.0188184 -0.0358651 -0.0402052 0.0379289 0.0427811 -0.0176324 -0.0177422 0.049294 0.00168203 0.0395701 0.00866555 -0.00315627 0.0135269 0.0675495 -0.00825462 0.0952478 -0.0493321 -0.0336464 leaf_count=9254 1976 2329 2754 117 1297 197 449 1082 395 125 116 2149 341 4272 579 164 199 1327 116 208 166 424 323 5681 657 130 1189 383 112 495 internal_value=0 0.01945 0.0237917 0.0278668 0.02382 0.0271462 0.0304824 0.0338415 0.147744 -0.154886 0.282052 0.0225039 -0.215242 0.0316586 0.0375308 0.0423991 0.0356027 0.0296681 0.0416457 0.142315 0.0904383 0.158876 0.220097 0.0191584 0.0486184 0.234816 0.0263781 0.293465 -0.172675 -0.0668726 internal_count=39006 37030 34701 31947 31830 30533 30336 29887 1718 520 1198 28169 2490 25679 21407 20828 20664 20465 19138 1349 1141 863 747 17789 11613 787 10826 1572 278 6176 Tree=847 num_leaves=31 split_feature=74 25 75 63 66 15 35 73 47 64 31 80 67 10 0 66 18 9 16 33 14 23 55 84 42 61 69 61 87 24 split_gain=3.24997 2.9073 2.5505 2.24795 4.62477 3.85832 3.74408 3.53416 3.12387 3.09562 3.52042 3.06028 3.06796 3.03905 2.64522 4.51226 2.58239 2.97606 2.79938 3.35969 4.0841 3.66737 2.5092 2.6133 2.48164 2.41164 2.30321 2.3692 2.28646 2.27606 threshold=3.5 3.5 3.5 4.5 11.5 5.5 2.5 0.5 9.5 0.5 7.5 0.5 2.5 2.5 0.5 4.5 1.5 5.5 0.5 5.5 11.5 2.5 2.5 14.5 0.5 3.5 0.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 9 8 -8 11 10 14 12 13 16 24 -16 17 18 22 20 21 -20 23 -1 -5 -13 27 28 -12 -24 right_child=-2 -3 -4 5 -6 -7 7 -9 -10 -11 26 25 -14 -15 15 -17 -18 -19 19 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 0 1 2 24 4 5 7 7 8 9 28 25 12 13 15 15 16 17 21 19 20 21 29 23 24 25 26 27 28 29 leaf_value=0.000835329 -0.0387553 -0.0426242 -0.0351107 0.00321202 -0.0397691 0.0406662 -0.0400423 0.020873 0.0234528 0.0270541 -0.0136023 -0.0242014 -0.0368367 -0.0333432 0.00848989 -0.0339883 -0.0286765 0.0335574 -0.01162 0.0320681 0.0127509 -0.0437183 -0.0385497 0.0282577 -0.0199256 0.0135486 0.0350857 0.0289224 0.0131412 0.00661607 leaf_count=19227 1639 1845 1686 1448 931 101 1046 197 321 188 155 1103 872 3791 109 173 519 149 1260 106 164 800 227 117 140 208 107 103 171 103 internal_value=0 -0.000851709 0.000190056 0.00129944 -0.00650533 0.045449 -0.00437276 -0.26427 -0.00176001 0.0345498 0.0207611 -0.00418188 -0.000761563 0.000814867 -0.0140512 -0.162012 0.00253966 0.00424169 0.00251892 -0.0945096 -0.123284 -0.185203 0.00808133 0.0103294 0.0119937 -0.169768 0.133272 0.0834322 0.01681 -0.219451 internal_count=39006 37367 35522 33836 31141 2695 30210 1243 28967 2594 2406 28646 27335 26463 1870 282 22672 22153 22004 2330 2224 2060 19674 19344 1588 1311 536 429 326 330 Tree=848 num_leaves=31 split_feature=28 77 8 33 23 70 90 72 31 62 16 63 23 66 69 58 38 71 61 67 87 69 15 35 34 52 45 14 14 71 split_gain=2.75493 2.57835 2.26517 2.25983 3.92934 3.84035 3.20745 2.9855 2.95522 3.04013 2.64591 2.47909 4.82857 3.2282 2.95514 3.14465 2.71699 2.66613 3.49169 2.65469 2.45798 3.1495 3.03404 2.44246 2.44061 2.39746 4.42262 3.72141 4.44776 5.23301 threshold=2.5 1.5 2.5 0.5 6.5 3.5 0.5 1.5 6.5 1.5 0.5 0.5 2.5 7.5 2.5 1.5 2.5 2.5 2.5 1.5 0.5 1.5 1.5 0.5 1.5 0.5 1.5 3.5 4.5 5.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 -3 5 6 11 7 8 9 -5 -6 12 13 14 15 19 25 18 23 24 21 -14 -22 -16 -1 26 27 -13 -29 -30 right_child=-2 2 -4 4 10 -7 -8 -9 -10 -11 -12 16 20 -15 17 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_parent=24 0 2 2 9 10 5 6 7 8 9 10 27 21 13 23 15 16 17 18 19 22 21 22 23 24 25 26 28 29 29 leaf_value=0.000177583 -0.0454417 -0.0409159 0.00391143 -0.00662157 0.024245 -0.0501051 -0.0367602 0.0174257 -0.0345358 0.030275 -0.0222077 0.00181501 -0.0443639 -0.0488692 0.0153513 -0.03655 -0.028509 -0.00392508 0.0458028 -0.0354485 0.000857063 0.00252281 -0.0404066 -0.0146788 0.0308674 0.0122565 -0.0544124 0.0405167 -0.0138159 0.0249038 leaf_count=11267 707 1444 100 6626 685 272 800 319 120 179 424 5984 2293 464 584 325 293 301 138 448 606 432 234 129 993 1626 602 156 199 256 internal_value=0 0.00499538 -0.228598 0.00694573 -0.0410323 0.015338 -0.064199 -0.0501032 -0.0686703 -0.052534 0.161956 0.0168948 -0.00222039 0.00885946 0.011343 -0.00174802 0.0441263 0.0981832 0.155151 0.00207903 -0.157957 -0.306976 -0.0692116 0.107264 0.00540961 0.0483279 0.031677 0.0365254 0.165441 0.0707735 internal_count=39006 38299 1544 36755 9153 27602 8044 7244 6925 6805 1109 27330 18214 14649 14185 13033 9116 1152 851 12708 3565 2725 840 713 12260 8823 7197 6595 611 455 Tree=849 num_leaves=31 split_feature=72 64 25 70 84 52 0 32 77 71 87 15 63 0 63 88 63 87 11 41 10 16 21 47 69 17 66 55 24 10 split_gain=3.33186 2.88927 3.14462 2.85967 2.70514 3.66322 3.32804 3.72014 3.74731 3.13395 3.10914 2.92323 3.00037 2.91875 4.14667 3.48059 3.43019 2.90263 2.85991 2.57587 3.26918 2.86949 2.35458 2.99659 2.18926 2.15093 2.14587 2.14144 2.12201 2.11089 threshold=2.5 1.5 2.5 1.5 2.5 0.5 5.5 2.5 0.5 9.5 0.5 1.5 1.5 0.5 1.5 1.5 1.5 11.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 18 7 8 13 10 -7 12 -9 15 26 16 19 -18 22 20 21 -1 -6 -24 29 -21 -15 -3 -23 -22 right_child=-2 27 -4 -5 5 9 -8 11 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 25 24 28 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=21 0 27 2 3 22 10 6 12 8 9 10 11 12 26 14 15 17 17 18 25 29 28 23 23 24 25 26 27 28 29 leaf_value=0.00541928 0.0565527 -0.0358626 0.0242542 -0.0332241 -0.00167383 0.0141199 0.0329428 -0.0130723 -0.0354999 -0.0120813 0.0696517 -0.0333675 0.0406637 -0.00535376 0.0368632 -0.0374502 -0.0208253 0.0215932 -0.0395395 0.0119276 -0.0159672 -0.0350563 0.0110005 0.069688 -0.0376554 0.0649 -0.0296367 0.0150111 0.0161096 0.0301201 leaf_count=11419 1264 1195 2513 1989 727 162 281 906 2378 112 135 1120 219 802 573 1293 2893 103 143 294 877 1233 270 147 1052 336 2256 267 140 1908 internal_value=0 -0.00530613 0.000457124 -0.00595466 -0.00151399 0.10533 -0.014517 -0.0200911 -0.00608462 0.332298 0.462302 -0.175577 -0.0445931 0.000769008 -0.126627 0.0156766 0.0221603 -0.139817 0.0289316 0.0378079 0.0302331 0.044273 0.0715739 0.257213 -0.163627 0.313349 -0.178632 -0.246999 -0.214001 -0.0368704 internal_count=39006 37742 36280 33767 31778 1696 30082 29801 27556 409 297 2245 1125 25179 3631 21548 20255 2996 1287 17259 16629 12792 1144 417 3837 630 3058 1462 1373 2785 Tree=850 num_leaves=20 split_feature=33 82 0 69 39 20 34 8 32 71 14 39 24 91 15 63 23 23 66 split_gain=3.10122 2.30629 1.73794 1.44448 1.39441 2.16347 1.82889 2.5607 1.45972 1.93169 1.47421 1.0282 0.990601 0.782501 0.594891 0.368241 0.686543 0.260934 0.688904 threshold=0.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=3 2 4 11 5 6 7 8 9 10 12 15 13 17 -6 16 -1 18 -2 right_child=1 -3 -4 -5 14 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_parent=16 18 1 2 3 14 5 6 7 8 9 10 11 12 13 14 15 16 17 18 leaf_value=-8.7619e-05 -0.000670079 -0.0365798 -0.0310903 -0.0501225 0.0440896 -0.0397923 -0.0334054 -0.0267411 0.0411702 -0.0261534 0.040445 -0.0373718 -0.0198133 0.0367976 0.0135135 0.00743936 -0.0324507 -0.00666277 0.0326843 leaf_count=3135 340 1852 1122 10068 402 686 957 828 461 460 436 8296 642 487 737 2110 5448 310 229 internal_value=0 0.00968011 0.0404386 -0.234289 0.0672386 0.0295711 0.064231 0.0982292 0.154508 0.101879 0.161254 -0.157529 0.0824787 0.143214 0.283101 -0.0706635 -0.135659 0.0703522 0.123143 internal_count=39006 9949 8097 29057 6975 5836 5150 4193 3365 2904 2444 18989 2008 1366 1139 10693 8583 879 569 Tree=851 num_leaves=31 split_feature=86 2 87 65 55 16 71 34 68 15 91 33 89 35 58 68 3 23 10 52 34 59 7 41 47 47 87 0 59 31 split_gain=3.58671 3.51465 3.34676 3.17765 3.13437 3.09942 3.05062 3.0568 5.51586 3.78372 3.36362 3.15711 3.69932 3.60862 3.04577 4.23648 3.68826 3.32954 5.81047 3.10051 3.02592 4.596 2.91858 2.68959 2.6843 2.66193 2.6386 2.56356 2.53586 3.58602 threshold=0.5 4.5 4.5 5.5 11.5 0.5 3.5 1.5 2.5 2.5 1.5 0.5 2.5 1.5 2.5 2.5 1.5 1.5 2.5 0.5 4.5 0.5 0.5 0.5 0.5 2.5 2.5 1.5 6.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 5 6 26 7 9 20 10 11 12 14 28 15 16 17 18 23 -19 -9 -22 -11 -1 -15 27 -2 -12 29 -13 right_child=3 -3 -4 -5 -6 -7 -8 8 -10 22 25 13 -14 24 -16 -17 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=23 26 1 2 3 4 5 6 20 8 22 27 29 12 24 14 15 16 19 18 19 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.0173638 0.00458869 0.0310356 -0.0465976 -0.0247649 -0.0525244 0.0167313 -0.0468091 0.0185931 0.0796543 -0.00748115 0.0031428 -0.00872648 -0.0521994 0.0575251 0.0406518 -0.0573693 0.0403624 0.0128364 0.0463046 -0.0190731 -0.0493597 0.0211037 -0.036754 0.00171532 -0.00868853 0.0580219 -0.0306371 0.0525919 -0.0677923 -0.0476986 leaf_count=6706 4091 2075 1552 311 191 2481 1919 1258 267 1938 855 3170 700 111 207 251 396 4119 642 756 204 284 1011 1281 294 207 695 167 135 732 internal_value=0 -0.0223245 -0.030566 0.071613 -0.0244212 0.0883358 -0.0193474 -0.0137802 0.136441 -0.0306511 -0.00710406 -0.0277381 0.00437951 -0.145237 0.0150764 0.00299277 0.0147536 -0.000740122 -0.0670114 0.0846027 0.0678256 -0.164425 -0.178839 -0.100092 0.209174 0.167116 0.0189449 0.102082 -0.201933 -0.167522 internal_count=39006 31428 29353 7578 27801 7267 27610 25691 2013 23678 20729 19500 15058 4442 14358 14151 13900 13504 8629 4875 1746 488 2949 7987 405 1229 4786 1022 4037 3902 Tree=852 num_leaves=31 split_feature=25 14 35 24 3 64 23 47 0 0 8 70 70 33 69 21 84 32 42 68 71 69 63 39 89 9 71 41 67 8 split_gain=2.4877 2.30431 2.04779 1.98042 4.76185 3.16267 3.05303 2.40549 2.39739 2.21211 2.16615 1.95415 3.35708 2.32729 2.11557 3.32013 3.81281 2.88722 2.88301 2.30084 2.15129 2.09967 2.83722 2.80962 2.75255 2.87964 2.5756 2.36304 2.29816 2.31796 threshold=2.5 9.5 5.5 2.5 0.5 1.5 0.5 0.5 0.5 1.5 9.5 6.5 2.5 4.5 6.5 1.5 7.5 0.5 1.5 6.5 0.5 0.5 6.5 3.5 1.5 0.5 1.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 10 5 6 -5 -6 -9 -8 11 12 13 14 15 16 19 -16 -17 21 -20 23 -23 24 25 26 28 -27 29 -1 right_child=-2 -3 -4 4 7 -7 9 8 -10 -11 -12 -13 -14 -15 17 18 -18 -19 20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_parent=29 0 1 2 6 7 5 9 8 8 9 10 11 12 13 17 18 16 17 20 19 20 22 22 23 24 27 26 27 28 29 leaf_value=-0.00121068 -0.0304646 -0.0407695 -0.0412444 -0.0261697 0.0471789 -0.0567551 -0.00560096 0.0214701 -0.0293816 0.0382842 -0.0291403 -0.0369139 0.026819 -0.0341419 0.00198439 -0.0209026 -0.0414809 0.0505481 0.0525796 -0.040267 -0.00787284 0.0121684 -0.0255228 -0.0405567 0.035154 0.0104831 -0.0326644 0.0576726 -0.0176617 0.0160656 leaf_count=6856 2733 1546 1004 3289 238 265 2658 252 274 482 1740 163 651 1858 214 3234 254 145 111 824 142 4212 187 1000 510 529 925 171 1344 1195 internal_value=0 -0.00385392 -0.000430158 0.00257739 -0.0760263 -0.147173 -0.111118 0.17358 0.0379574 -0.00561869 0.0179346 0.0230368 0.0267273 0.0163332 0.021406 0.013075 0.0311933 0.222234 -0.137858 0.0390798 0.173464 0.0439698 0.10157 0.00936794 0.0196566 0.00674208 -0.015159 0.219447 -0.000405043 0.023968 internal_count=39006 36273 34727 33723 7458 6694 6429 764 526 3140 26265 24525 24362 23711 21853 21494 18007 359 3487 17753 253 16929 4399 12530 11530 11020 10320 700 9395 8051 Tree=853 num_leaves=31 split_feature=83 39 34 71 38 52 69 42 25 59 33 12 7 57 89 82 38 2 89 24 84 74 47 67 51 51 8 12 19 68 split_gain=3.77817 3.57752 3.25482 3.14454 3.09251 3.06469 3.19071 3.37911 3.1074 2.97998 2.60695 3.17315 2.81418 2.53991 2.9995 2.95523 3.35085 3.59225 2.8961 2.60949 2.58363 2.50116 2.52222 2.42104 2.49811 2.85014 2.5132 2.2106 4.13409 2.02301 threshold=2.5 6.5 6.5 3.5 6.5 5.5 0.5 2.5 0.5 0.5 2.5 9.5 5.5 6.5 5.5 1.5 0.5 0.5 0.5 2.5 2.5 19.5 4.5 8.5 2.5 1.5 16.5 0.5 1.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 10 8 13 -4 11 12 21 14 15 16 19 18 -18 20 -8 22 23 24 25 26 27 29 -29 -1 right_child=-2 -3 9 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=29 0 1 9 3 4 5 20 7 8 9 10 11 12 13 14 15 18 17 18 19 20 21 22 23 24 25 26 28 28 29 leaf_value=-0.00555864 0.0396013 -0.043423 0.0431267 -0.0395391 -0.0464497 -0.052176 0.0231162 -0.0302901 -0.00924387 -0.00357916 -0.032587 0.0518819 -0.0462261 0.0445603 0.0431884 -0.00804898 -0.00931521 -0.0479665 0.0384944 -0.0101884 -0.0221116 0.0391435 -0.0256008 0.030506 -0.0489676 0.0475172 0.0371435 0.0169185 -0.0354067 0.024764 leaf_count=14282 160 2422 317 2265 398 474 3037 985 2135 284 2116 141 537 351 385 552 586 176 161 1305 200 245 1605 223 451 362 353 2005 184 309 internal_value=0 -0.0011531 0.00341719 -0.0042848 0.000356931 0.00424322 0.00767527 0.0659507 0.081133 0.239688 -0.0247874 -0.0167939 -0.0224084 0.112023 0.0965474 0.0775234 0.119557 -0.0641578 0.0475225 0.171455 0.206292 -0.0162815 -0.0222379 -0.0116089 -0.0194831 -0.013875 -0.0201001 -0.0270435 0.096088 -0.0468085 internal_count=39006 38846 36424 35823 33558 33160 32686 9873 8888 601 22813 20697 20556 6753 6402 6017 5465 923 747 4542 3237 20019 19774 18169 17946 17495 17133 16780 2189 14591 Tree=854 num_leaves=31 split_feature=87 7 61 39 86 49 82 58 29 35 57 41 35 31 47 21 74 19 71 14 21 52 75 45 0 65 52 24 25 28 split_gain=3.10722 4.17533 2.9017 3.60692 3.08845 3.23726 2.3674 2.33605 2.29918 2.29502 2.44615 2.41461 2.14589 3.13404 2.1165 3.05526 2.71565 2.09302 2.05272 1.96219 1.87164 1.8334 1.78427 1.62171 2.01549 1.66156 1.77778 3.07809 2.65723 2.52838 threshold=1.5 2.5 10.5 3.5 7.5 0.5 4.5 16.5 2.5 0.5 0.5 0.5 16.5 5.5 5.5 3.5 0.5 2.5 2.5 0.5 5.5 2.5 1.5 0.5 0.5 4.5 0.5 4.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 21 3 4 5 6 7 8 12 -7 11 -11 13 14 15 17 -17 18 23 -4 -18 -2 -8 25 -25 26 27 29 -28 -1 right_child=1 -3 19 -5 -6 9 22 -9 -10 10 -12 -13 -14 -15 -16 16 20 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_parent=29 21 1 19 3 4 9 22 7 8 11 10 11 12 13 14 16 20 17 18 19 20 21 22 24 24 25 28 27 28 29 leaf_value=-0.000878449 -0.0350046 0.0278442 0.0104561 -0.0281223 0.0465664 -0.0277214 0.0488547 0.0476727 0.0347534 -0.00731035 -0.0460592 0.0368575 0.0313849 -0.0394484 -0.0204631 0.0464929 0.0285325 -0.0369361 -0.0292991 0.0468476 -0.0248566 0.00438573 -0.00140524 -0.00474919 -0.0464418 0.0288495 0.0150325 -0.0443875 -0.0152482 0.0286027 leaf_count=11799 5965 203 370 3455 160 2567 289 114 230 467 450 254 133 1546 796 656 159 430 1503 127 110 181 368 3391 354 164 1692 491 360 222 internal_value=0 -0.176935 0.0111143 0.00100969 0.00996432 0.0050649 0.0210032 0.0140964 0.0099088 -0.143346 -0.0141757 0.0669461 0.00421025 -0.00168698 0.00523172 0.014131 0.246196 0.00202087 0.00747535 0.20222 0.0159352 -0.275184 0.29835 0.0141845 -0.127329 0.0256898 0.0188262 -0.00564013 0.0997686 0.0045491 internal_count=39006 6349 32657 32160 28705 28545 24807 24150 24036 3738 1171 721 23806 23673 22127 21331 925 20406 19976 497 269 6146 657 18473 3745 14728 14564 12512 2052 12021 Tree=855 num_leaves=31 split_feature=32 67 77 15 52 74 91 24 52 54 16 61 67 58 77 72 19 47 15 89 16 21 36 47 92 7 61 32 24 68 split_gain=2.96544 2.45368 2.87122 3.56115 3.58565 2.52851 4.01424 3.62037 6.31273 4.74062 5.20279 4.2403 3.04191 2.47572 2.40337 2.74649 2.44335 2.57482 2.375 2.33589 2.93534 3.88223 3.21354 2.88561 2.31645 2.39889 2.30048 2.2685 2.22037 3.16351 threshold=2.5 7.5 0.5 3.5 2.5 0.5 2.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 1.5 3.5 1.5 2.5 2.5 0.5 0.5 1.5 0.5 1.5 0.5 5.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 19 8 9 12 -11 -9 24 -13 18 16 -16 -18 28 20 21 22 26 -22 25 27 -7 -1 -4 -30 right_child=-2 -3 14 -5 -6 6 -8 11 -10 10 -12 13 -14 -15 15 -17 17 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_parent=27 0 1 28 3 4 26 6 11 8 10 10 13 12 13 16 15 17 17 18 19 23 21 22 23 24 25 26 27 29 29 leaf_value=-0.00257978 -0.0231471 -0.0449188 0.027102 -0.0235972 0.0243819 0.00462269 0.0650713 -0.025021 0.037008 0.0496103 -0.00157997 -0.005153 0.0139938 0.034809 -0.00872624 0.0524194 0.0293618 -0.0151179 0.0600003 -0.0240666 -0.0213033 -0.0352475 0.0534657 0.0132373 -0.0589498 -0.0488489 0.0422916 -0.0278417 0.0197973 -0.0433832 leaf_count=5214 3038 446 933 3792 540 1717 180 8042 777 871 290 3805 780 251 735 125 425 214 377 1190 433 400 386 426 377 144 729 1573 477 319 internal_value=0 0.0215438 0.0253474 0.00111337 0.0152347 -0.000390931 0.0844545 -0.0321063 0.0243501 -0.0184206 0.19444 -0.125862 -0.0770427 0.0067885 0.1125 0.0388424 0.0069358 0.162802 0.222819 0.0567274 0.0889528 0.191355 0.249319 -0.0413967 -0.124107 -0.103773 0.148126 -0.0771858 0.169644 -0.0413941 internal_count=39006 35968 35522 31917 28125 27585 5461 22124 10026 9249 1161 12098 8088 4056 3605 1499 1374 639 2106 5281 4091 3232 2832 859 7308 6931 2446 6787 1729 796 Tree=856 num_leaves=31 split_feature=58 84 41 80 12 15 25 45 22 85 14 84 34 6 10 24 15 64 47 18 2 32 37 13 15 47 61 0 42 47 split_gain=3.6955 2.79015 3.17228 3.1618 3.17715 3.94441 3.89964 3.73704 3.36395 3.21926 3.259 3.32981 3.17764 2.84216 2.82562 4.66303 2.75599 2.75373 4.09158 3.13961 2.58177 2.57921 4.46318 2.80007 4.52987 5.0381 3.70433 2.61394 2.60559 3.15377 threshold=2.5 7.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 3.5 0.5 1.5 0.5 1.5 0.5 5.5 1.5 0.5 0.5 0.5 0.5 0.5 2.5 8.5 0.5 6.5 1.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 -3 4 6 -6 12 8 -7 10 -8 -12 13 21 15 17 -5 19 -19 -14 -18 -1 23 28 25 27 -26 -25 -23 -30 right_child=-2 2 -4 16 5 7 9 -9 -10 -11 11 -13 14 -15 -16 -17 20 18 -20 -21 -22 22 -24 24 26 -27 -28 -29 29 -31 leaf_parent=21 0 2 2 16 5 8 10 7 8 9 11 11 19 13 14 15 20 18 18 19 20 28 22 27 26 25 26 27 29 29 leaf_value=3.36548e-05 -0.0303188 0.0255453 -0.00514896 -0.0304717 -0.022347 0.00116615 -0.0164541 -0.0622138 -0.0443926 -0.0412969 0.015349 -0.01806 -0.0161175 -0.0489327 -0.026804 0.0330166 0.0119907 0.0283411 -0.0230776 0.0285187 -0.0338004 0.00554551 -0.0351102 -0.0272574 0.0211513 0.0264966 -0.016351 0.00588742 0.028616 -0.00281907 leaf_count=13325 1071 230 223 1002 1974 2996 4176 756 385 193 829 191 995 285 1251 107 438 163 142 171 424 6152 131 333 302 117 124 116 275 129 internal_value=0 -0.00177378 0.136858 -0.00485874 -0.00169941 -0.0763741 0.00510154 -0.0250236 -0.00885482 -0.100556 -0.0692602 0.0450289 0.0115385 0.0183301 -0.075034 -0.037795 -0.161672 -0.076249 0.101186 -0.128264 -0.00881101 0.0194472 0.0464375 0.0518538 -0.0357802 -0.138982 0.106069 -0.208613 0.0674782 0.192346 internal_count=39006 37935 453 37482 35618 6111 29507 4137 3381 5389 5196 1020 24118 21289 2829 1578 1864 1471 305 1166 862 21004 7679 7548 992 566 426 449 6556 404 Tree=857 num_leaves=31 split_feature=28 67 75 14 61 47 22 23 38 69 13 88 1 43 58 24 85 25 47 67 44 55 51 59 24 44 89 47 54 13 split_gain=2.5466 2.21333 2.90008 2.52659 2.66531 3.55894 2.35987 2.20882 1.91047 1.89893 3.52636 2.96776 2.81344 2.65173 2.48219 2.43464 2.41962 2.32842 2.24901 4.24236 3.49617 4.73759 3.32154 3.08696 4.45053 4.10834 4.80096 3.28664 3.61203 3.21446 threshold=2.5 1.5 4.5 1.5 0.5 3.5 3.5 10.5 3.5 4.5 4.5 6.5 0.5 4.5 1.5 1.5 2.5 0.5 3.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 5.5 0.5 7.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 6 4 5 -3 7 8 9 11 12 13 17 14 18 -16 -17 -11 20 22 -1 -22 23 25 -25 26 27 29 -29 -20 right_child=-2 3 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_parent=20 0 5 2 3 4 5 6 7 8 17 10 11 12 13 15 16 16 17 29 19 21 21 22 24 24 25 26 28 28 29 leaf_value=-0.0009149 -0.0448843 -0.0330775 -0.0497552 0.0149216 -0.0474026 0.0300157 -0.0459479 0.0253205 -0.0317804 0.00334492 0.027895 0.0383029 0.0524392 -0.0364973 -0.03882 0.0245732 -0.0239163 -0.0314714 0.0120163 0.0409547 0.00709343 0.0615457 -0.0349083 0.017338 -0.0393837 -0.0343894 -0.0346958 -0.00237762 0.0335028 0.0361507 leaf_count=25207 708 799 1484 137 1279 113 195 819 491 756 202 178 111 376 600 276 281 130 1144 215 722 176 123 316 352 187 139 1065 166 259 internal_value=0 0.00208881 0.00456653 -0.155911 -0.250769 -0.0714901 0.00560412 0.00651754 0.0049025 0.00597732 0.0798962 0.0012978 0.0256942 -0.000208032 0.00120558 -0.181058 -0.0214629 0.00373337 0.00386405 0.0553412 -0.00478883 0.180714 0.038857 0.0511893 -0.169618 0.0719661 0.0880293 0.106668 0.0218029 0.174874 internal_count=39006 38298 35970 2328 2191 912 34486 34291 33472 32981 1199 31782 997 31604 31228 1157 557 886 30071 3966 26105 898 3751 3628 668 2960 2773 2634 1231 1403 Tree=858 num_leaves=31 split_feature=23 34 85 16 84 9 37 84 59 55 25 24 13 41 37 7 86 54 39 74 48 22 39 21 35 24 9 43 36 85 split_gain=3.23048 3.00119 5.14832 3.12834 2.97013 2.52758 2.62947 2.51312 2.51181 2.40328 2.55616 2.78268 4.81123 4.86067 4.05956 3.48163 2.84661 3.35564 3.31543 2.88618 2.84584 2.74089 2.52546 7.05062 3.23344 2.47794 3.64315 3.10429 2.78335 2.96351 threshold=6.5 0.5 5.5 1.5 3.5 0.5 1.5 0.5 1.5 6.5 0.5 1.5 4.5 0.5 0.5 0.5 0.5 1.5 10.5 0.5 0.5 0.5 6.5 0.5 0.5 5.5 0.5 0.5 0.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 4 8 -3 6 -6 -4 9 10 11 12 13 15 -15 -1 17 20 19 -18 21 22 25 -24 -25 26 28 -28 29 -13 right_child=-2 2 7 -5 5 -7 -8 -9 -10 -11 -12 16 -14 14 -16 -17 18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_parent=15 0 4 7 3 6 5 6 7 8 9 10 29 12 14 14 15 19 17 18 19 20 21 23 24 24 25 27 27 28 29 leaf_value=-0.00312827 -0.0347384 -0.022474 0.0592855 -0.0432598 0.0485576 -0.0333594 -0.0107047 -0.0052109 0.0206509 -0.0320581 0.0112148 -0.00508586 -0.0305576 0.0287094 -0.0172956 -0.0308218 0.00550671 -0.0450084 0.0677718 0.0570592 -0.0410744 0.0383181 -0.0351419 0.00238815 0.0702547 0.0162826 0.00678565 0.0731801 0.0279881 0.0361033 leaf_count=7887 4244 6689 113 1245 112 123 102 123 1791 177 2475 3873 816 1129 431 2879 808 209 126 213 345 163 645 302 104 1135 182 109 329 127 internal_value=0 0.00544326 -0.10528 0.018689 -0.160212 0.077282 0.225845 0.323369 0.0224818 0.014951 0.0190646 0.00310013 -0.0475531 -0.0176608 0.176324 -0.0624833 0.0405148 0.0191908 0.198587 0.129654 0.0288003 0.0376793 0.0265803 -0.132109 0.234887 0.0495612 0.0133948 0.358984 -0.00959698 -0.0319626 internal_count=39006 34762 7262 27500 7026 337 214 236 26255 24464 24287 21812 13142 12326 1560 10766 8670 7523 1147 1021 7314 6969 6806 1051 406 5755 4620 291 4329 4000 Tree=859 num_leaves=20 split_feature=13 84 10 54 0 20 87 59 74 75 13 86 41 39 14 47 32 47 23 split_gain=2.99525 2.80552 2.53402 2.40774 1.82726 1.6597 1.75888 1.98903 2.34026 1.4935 1.68252 1.25957 1.18246 0.631446 0.618302 0.41886 0.270734 0.242255 0.0525149 threshold=4.5 1.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 -1 -15 -17 -4 right_child=-2 -3 18 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 16 -16 17 -18 -19 -20 leaf_parent=15 0 1 18 3 4 5 6 7 8 9 10 11 12 16 14 17 16 17 18 leaf_value=0.0221775 -0.0520329 -0.0514856 -0.028821 -0.0363068 -0.0320287 -0.0246362 -0.0305005 -0.0244336 -0.0228106 -0.0125809 0.0619059 0.0472335 0.0457134 0.00855153 0.0342006 -0.00875773 -0.01152 0.0117812 -0.0384215 leaf_count=820 5059 3402 5594 3475 2593 980 1947 2279 1965 1063 1140 629 665 1031 901 511 689 572 3691 internal_value=0 -0.0395759 -0.0159072 0.0180459 0.0475133 0.0724777 0.10041 0.12573 0.159057 0.199913 0.234175 0.198074 0.156589 0.115675 0.17467 0.110649 -0.010784 0.020355 -0.330065 internal_count=39006 33947 30545 21260 17785 15192 14212 12265 9986 8021 6958 5818 5189 4524 2804 1903 1720 1083 9285 Tree=860 num_leaves=31 split_feature=75 87 84 92 41 68 34 14 77 47 59 59 90 59 10 51 17 78 46 88 56 67 72 74 7 38 75 13 59 3 split_gain=3.53964 3.54056 4.18851 4.05356 3.17436 3.09283 6.12028 2.66428 2.55709 3.65217 3.60176 3.42492 3.36041 3.34986 3.12546 4.18995 3.90554 3.24331 3.13625 4.69893 3.40074 2.77845 2.7929 3.71131 3.19033 3.04291 3.47769 3.20393 2.87499 3.25886 threshold=10.5 2.5 1.5 4.5 12.5 5.5 1.5 3.5 0.5 6.5 16.5 11.5 3.5 7.5 7.5 0.5 0.5 9.5 2.5 0.5 3.5 1.5 1.5 1.5 6.5 2.5 0.5 4.5 4.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 -3 4 5 7 -7 8 9 10 11 12 14 -10 15 17 -17 18 20 -20 21 22 23 24 25 27 -27 28 -1 -30 right_child=-2 2 -4 -5 -6 6 -8 -9 13 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_parent=28 0 2 2 3 4 6 6 7 13 9 10 11 12 13 14 16 16 17 19 19 20 21 22 23 24 26 26 27 29 29 leaf_value=0.00163868 -0.0540169 -0.0293051 0.0231277 0.0561327 0.0451397 -0.00677087 0.0946701 -0.0338629 -0.0132741 -0.0309649 -0.048551 0.0288093 0.0390439 0.0312687 0.0349133 0.000587729 -0.0347296 0.0399641 0.0426463 -0.0290311 0.0328971 -0.0160638 -0.0231739 0.0208954 0.0504157 0.00295244 0.0626796 -0.0472994 -0.03628 0.0209082 leaf_count=12576 633 3470 483 105 215 691 258 2669 2660 990 156 1023 241 210 2508 1121 629 226 279 144 241 948 1240 1256 433 212 111 2668 380 231 internal_value=0 0.0154162 -0.178749 0.0252872 0.0209856 0.0167566 0.37155 0.0117089 0.0161751 0.0304049 0.0376431 0.0423819 0.0327009 -0.0907046 0.0259198 0.0188067 -0.154457 0.0369864 0.0295577 0.267376 0.018379 0.00866149 0.0236825 0.0345785 0.0124652 0.00486879 0.27268 -0.00863898 -2.2558e-05 -0.222878 internal_count=39006 38373 3953 34420 34315 34100 949 33151 30482 27612 26622 26466 25443 2870 25202 22694 1750 20944 20718 423 20295 20054 19106 17867 16611 16178 323 15855 13187 611 Tree=861 num_leaves=31 split_feature=58 26 55 32 24 85 42 8 10 86 38 72 61 37 19 14 36 39 85 35 85 19 69 47 36 23 41 47 87 42 split_gain=2.61029 2.37621 2.33703 5.72678 3.52258 3.15547 3.27749 2.88837 3.76786 2.80434 2.94004 3.21147 2.80248 3.82515 2.94588 4.81661 2.70865 2.88905 2.65215 2.64132 2.51416 2.48112 2.623 3.00789 2.46576 3.39948 3.14821 2.97641 2.42505 3.61636 threshold=4.5 2.5 0.5 2.5 4.5 1.5 2.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 2.5 1.5 9.5 0.5 1.5 0.5 0.5 9.5 0.5 0.5 0.5 4.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 16 8 9 10 11 19 14 -14 15 -9 17 20 -8 21 -7 -1 23 -23 27 26 -26 -11 -4 -30 right_child=-2 -3 28 -5 -6 6 18 12 -10 24 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_parent=21 0 1 28 3 4 20 18 15 8 27 10 11 13 13 14 15 16 17 18 19 20 23 22 23 26 25 26 27 29 29 leaf_value=-0.0103207 -0.0459248 -0.039639 0.014813 -0.0381435 -0.0267562 0.0148899 0.0145827 0.0414851 0.00850808 0.0147031 -0.0428049 -0.0420711 -0.0348985 0.0152395 -0.0111812 -0.0132922 0.0275216 -0.015327 -0.0484501 -0.0476269 -0.015277 0.0514861 -0.0225115 -0.00732723 0.00989345 -0.0233719 0.0784074 -0.0243086 -0.0109277 0.0219375 leaf_count=7824 626 2811 2319 2600 2527 2301 127 1234 4169 660 322 1116 1046 676 383 1032 716 1232 170 1060 194 384 215 350 219 104 140 1012 1099 339 internal_value=0 0.00337678 0.00691312 -0.0131694 -0.00115217 0.00939926 0.0823542 -0.0264829 -0.0574767 -0.0989782 -0.140801 -0.113667 0.0888545 -0.0828828 0.184207 0.274643 0.107524 0.0637565 -0.245315 -0.0833192 0.109241 -0.0618884 0.140004 0.282179 0.0369611 0.248627 0.437416 -0.0634201 0.0767598 -0.0145643 internal_count=39006 38380 35569 31812 29212 26685 4740 21945 17574 13405 11270 10948 4371 1722 2649 2266 4443 3727 297 9833 2495 8773 949 734 2135 463 359 1672 3757 1438 Tree=862 num_leaves=31 split_feature=39 14 75 68 84 78 12 46 86 21 56 25 40 16 37 16 13 1 15 89 84 12 62 19 47 91 41 32 8 74 split_gain=4.01148 3.24936 3.50231 2.77951 2.68799 2.5895 2.84467 3.06925 2.75537 2.35429 3.29297 2.85968 3.04756 2.7812 2.7506 4.42312 3.45197 3.23536 2.75879 2.71192 3.13267 2.37275 2.74446 2.33491 2.30336 2.24972 2.25605 2.58151 2.18202 2.17782 threshold=3.5 0.5 18.5 15.5 2.5 0.5 5.5 6.5 4.5 0.5 2.5 1.5 1.5 2.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 4.5 1.5 1.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -3 6 7 8 9 14 11 12 13 28 16 19 17 21 -17 20 -16 22 23 24 25 26 27 -1 -11 -12 right_child=-2 4 -4 -5 -6 -7 -8 -9 -10 10 29 -13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=27 0 4 2 3 4 5 6 7 8 28 29 11 12 13 20 18 16 17 18 19 20 21 22 23 24 25 26 27 28 29 leaf_value=-0.000237041 -0.0250584 -0.00496802 0.0525185 0.0519326 -0.0426385 -0.00758678 0.0408883 0.035378 -0.0448882 0.0183335 -0.0489718 -0.0107999 0.0450149 -0.0241669 0.0234999 0.00577048 -0.0307101 0.0256056 -0.0442227 0.0513305 -0.0218558 0.0158859 -0.0445687 0.0275015 -0.0492474 -0.0308553 0.030309 -0.0230993 -0.0238851 0.00817502 leaf_count=4501 5303 7894 197 491 1194 3164 258 185 240 3385 280 1632 338 149 1041 212 3143 502 184 278 330 902 276 173 396 446 453 1026 185 248 internal_value=0 0.0215114 0.0401821 0.0353186 -0.07703 0.0314121 0.0479645 0.0417257 0.0338058 0.038519 0.106039 0.133145 0.168642 0.131466 0.00944878 0.123549 -0.0193029 -0.00139267 -0.140361 0.222866 0.146712 -0.0213257 -0.0438299 -0.0307011 -0.045863 -0.0351167 -0.0175608 -0.0335377 0.160442 -0.230507 internal_count=39006 33703 24615 24418 9088 23927 20763 20505 20320 20080 6217 5689 4057 3719 13863 2045 11818 8675 396 1649 1371 8173 7271 6995 6822 6426 5980 5527 3570 528 Tree=863 num_leaves=31 split_feature=13 58 39 35 8 40 84 88 86 45 15 52 49 29 47 67 89 56 17 36 67 47 28 17 13 68 28 12 21 7 split_gain=3.51055 4.4174 3.7691 3.08136 2.52108 2.5776 2.45055 2.18399 2.19213 2.57201 2.33922 2.23717 2.86014 2.76786 2.70277 2.52763 2.71346 2.78167 2.74393 2.54614 3.08254 2.49018 2.3316 2.23027 2.14452 2.44457 2.46251 2.21719 3.24604 2.18933 threshold=1.5 3.5 0.5 0.5 4.5 5.5 3.5 5.5 4.5 0.5 0.5 1.5 0.5 0.5 2.5 1.5 1.5 1.5 1.5 0.5 7.5 2.5 1.5 0.5 0.5 1.5 1.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=4 2 3 -2 5 6 7 8 9 11 -11 12 15 22 -14 16 17 24 -18 20 21 -17 -13 -10 25 26 29 -26 -29 -1 right_child=1 -3 -4 -5 -6 -7 -8 -9 23 10 -12 13 14 -15 -16 19 18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31 leaf_parent=29 3 1 2 3 4 5 6 7 23 10 10 22 14 13 14 21 18 17 18 19 20 21 22 23 27 25 26 28 28 29 leaf_value=-0.00433169 -0.0219816 0.0296148 -0.0292373 0.0211283 -0.0360768 0.0387221 -0.0365664 0.0357186 0.0527371 -0.0416497 -0.00576196 0.0250835 -0.0301945 -0.0217829 0.0138121 0.0349028 -0.00277479 -0.0309237 0.0570681 -0.0160505 -0.0280135 -0.00959846 -0.005675 0.00295401 -0.018729 0.0413775 0.0259264 0.0460216 -0.0153255 0.00877787 leaf_count=7790 1562 164 8801 592 2062 137 936 235 136 1044 3841 796 1715 185 514 708 956 1079 243 196 282 155 163 191 2207 348 221 146 186 1415 internal_value=0 -0.123076 -0.176683 0.0102565 0.0196708 0.0244218 0.0192645 0.0239514 0.0190676 0.0122423 -0.138494 0.0255063 0.00813637 0.134436 -0.184803 0.0226731 0.00247028 -0.0088635 0.293592 0.154605 0.218768 0.277821 0.182756 0.261911 0.00283568 0.0275167 0.0174122 -0.111209 0.103783 0.000730832 internal_count=39006 11119 10955 2154 27887 25825 25688 24752 24517 24190 4885 19305 18161 1144 2229 15932 14591 13392 1199 1341 1145 863 959 327 12313 9774 9426 2539 332 9205 Tree=864 num_leaves=31 split_feature=49 14 75 82 46 9 40 69 49 45 85 63 24 82 35 77 64 36 7 16 76 91 41 66 8 23 39 76 57 34 split_gain=2.81331 2.67838 5.38836 2.95345 2.53548 2.12496 2.34288 2.24096 2.55319 2.54417 2.01539 1.91117 1.89723 1.85545 5.55051 2.46329 2.1305 2.01751 2.83144 2.68677 2.72356 2.46451 2.48338 2.25236 2.1066 1.86001 1.78214 1.71679 1.70806 1.69995 threshold=4.5 0.5 0.5 0.5 6.5 5.5 2.5 1.5 0.5 0.5 3.5 5.5 1.5 1.5 2.5 0.5 2.5 0.5 3.5 1.5 0.5 4.5 2.5 4.5 1.5 1.5 3.5 0.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 3 -3 5 6 7 10 9 27 11 13 -4 16 15 -15 17 21 19 20 25 22 24 -24 26 -19 29 -9 -17 -1 right_child=-2 2 12 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 14 -16 28 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 3 12 3 4 5 6 27 8 9 10 11 12 15 14 28 16 25 18 19 20 21 23 23 24 25 26 27 28 29 leaf_value=0.00211306 -0.0473986 -0.030118 0.0229672 0.0173454 -0.0363496 -0.0410399 -0.0324001 0.0281455 -0.00570608 -0.0164169 -0.0253124 -0.0375869 -0.0226973 -0.046103 0.0441275 -0.0202346 0.0497966 0.0048231 -0.0199843 -0.00486688 0.0639895 0.0495504 0.00700621 0.067805 -0.0340364 0.0310614 -0.0370916 -0.0124265 0.0247253 -0.0367731 leaf_count=11252 508 8979 1047 457 296 201 635 2100 1194 526 943 913 650 820 124 222 113 1025 187 203 145 144 949 258 555 1047 1775 210 265 1263 internal_value=0 0.0100297 -0.107978 -0.236481 0.0262849 0.0315855 0.0355564 0.0409865 0.13659 0.201519 0.0211577 0.0286628 0.140072 0.0336203 -0.108124 -0.228252 0.0475246 0.0420078 0.133655 0.179026 0.250661 0.0160165 0.00822687 0.315229 -0.00423154 0.194817 0.00581253 0.247268 -0.0749123 0.0136205 internal_count=39006 38498 11133 9436 27365 27069 26868 26233 4030 2836 22203 21260 1697 20347 1431 1307 18916 18803 2607 2420 2217 16196 16052 1207 14845 2072 14290 2310 487 12515 Tree=865 num_leaves=31 split_feature=56 62 21 8 66 23 67 0 63 39 90 71 13 63 13 63 59 15 52 69 59 47 71 23 85 14 23 14 75 63 split_gain=2.92916 3.07239 2.97012 2.61287 4.21988 4.02697 3.65012 3.56589 3.33372 2.92683 2.7333 2.5132 3.38011 3.45423 2.92671 4.81146 4.10113 3.21136 2.51724 2.45012 2.43923 2.28085 3.99315 3.39776 2.82588 2.26591 2.58738 2.08591 2.05822 2.06424 threshold=1.5 5.5 6.5 13.5 4.5 7.5 0.5 0.5 0.5 4.5 1.5 4.5 1.5 0.5 5.5 0.5 0.5 5.5 0.5 8.5 0.5 3.5 0.5 0.5 2.5 3.5 1.5 15.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 5 -5 6 10 -6 9 -8 11 14 13 18 16 17 19 -16 -13 28 21 22 24 -23 -17 -14 -27 -15 29 -1 right_child=-2 -3 -4 4 7 -7 8 -9 -10 -11 -12 12 25 27 15 20 -18 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 0 1 2 4 7 5 9 7 8 9 10 18 25 27 17 24 16 17 18 19 20 23 22 23 24 26 26 27 28 29 leaf_value=-0.00233779 -0.0331156 0.034745 -0.0530126 0.0201762 0.00468983 -0.0202093 -0.0269275 -0.0250629 0.00237311 -0.000527417 -0.0376548 0.0156877 0.0434757 0.0018694 0.0066165 -0.00279033 -0.0145304 0.0381386 -0.00878635 0.0218768 0.0215068 -0.0416306 -0.0220581 -0.00321581 0.026436 0.00262169 0.0335133 -0.0216812 -0.019137 0.00369088 leaf_count=14163 2551 135 312 380 584 2630 2607 120 1155 222 537 608 113 220 2652 300 4658 114 179 142 140 123 205 146 120 237 164 250 942 2297 internal_value=0 -0.0047275 -0.00606436 -0.00519258 0.0685571 -0.0106513 -0.00717044 -0.00226916 -0.111953 -0.189997 -0.00130106 -5.04087e-06 0.0659865 0.0145575 -0.00680459 0.0368631 -0.0200039 0.0791232 0.0942326 -0.0116096 -0.0597391 -0.0844858 -0.0325407 -0.217928 0.0571181 0.191607 0.130288 -0.102231 -0.0145199 -0.0112949 internal_count=39006 36455 36320 36008 1084 34924 32294 704 3984 2829 28310 27773 1771 1257 26002 3800 22202 2766 787 17544 1034 894 625 269 420 514 401 470 17402 16460 Tree=866 num_leaves=31 split_feature=54 15 77 85 53 66 13 24 14 62 8 31 24 66 71 35 69 36 12 11 62 37 39 12 79 74 79 37 15 21 split_gain=2.71764 2.22906 2.30161 2.25421 5.71274 3.61052 3.53845 3.40765 3.90092 4.22869 2.99766 2.80798 4.37072 4.66797 4.363 2.8048 2.89661 3.07167 2.68627 2.57899 2.46874 3.15648 3.04402 2.49885 2.29366 3.0634 2.60793 2.95673 2.31 3.59099 threshold=3.5 9.5 1.5 0.5 0.5 2.5 6.5 4.5 0.5 0.5 2.5 5.5 1.5 1.5 1.5 1.5 1.5 0.5 1.5 0.5 0.5 2.5 10.5 0.5 1.5 0.5 0.5 0.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 6 10 7 8 9 11 15 12 14 -14 -1 16 17 18 -6 -10 21 22 23 -18 26 -26 28 -28 -5 -30 right_child=-2 -3 -4 24 5 -7 -8 -9 19 -11 -12 -13 13 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_parent=14 0 1 2 28 18 5 6 7 19 9 10 11 13 13 14 15 23 17 18 19 20 21 22 23 25 25 27 27 29 29 leaf_value=-0.0326211 -0.0493973 0.0156906 -0.0233317 0.000268161 -0.0259827 -0.0249261 0.0148896 0.0229019 -0.000126832 0.0373949 0.0346028 0.0159528 0.00902587 -0.0385674 0.0208388 0.0225633 -0.0242256 0.0105461 0.0174053 0.0226975 0.0248193 0.0385406 0.0172665 0.013662 0.0248007 -0.0322705 -0.0229016 0.00397434 0.0126202 -0.00746161 leaf_count=5481 606 447 1416 11484 4798 3120 575 284 2756 248 143 123 421 410 131 379 619 647 357 250 243 129 116 213 473 164 541 425 1390 617 internal_value=0 -0.00272216 -0.00518946 -0.00337926 -0.0313932 -0.11041 0.00685115 -0.0127042 -0.0252944 -0.115498 -0.0682356 -0.141637 -0.171352 -0.0208513 -0.273038 -0.0835369 -0.103429 -0.179384 -0.226029 0.0153396 -0.0144301 -0.0620732 -0.10431 -0.176327 0.0111729 0.174591 0.0073161 -0.114525 0.0133365 0.0773298 internal_count=39006 38400 37953 36537 21443 10764 10679 10104 9820 6814 7644 6566 6443 831 5612 7501 7122 5802 5155 3006 1320 1077 948 832 15094 637 14457 966 13491 2007 Tree=867 num_leaves=31 split_feature=46 25 58 74 16 38 85 86 39 53 75 33 70 76 0 39 62 78 24 91 52 14 47 85 0 67 57 36 15 39 split_gain=2.83046 2.67357 3.06868 2.83992 2.5757 2.68098 2.32238 2.1775 3.85137 3.482 3.12868 3.01955 2.48277 2.36856 2.441 2.11109 2.05013 2.28145 2.81177 2.14866 4.22357 3.59893 3.47602 5.16764 3.07423 3.14299 2.93923 2.90351 2.6462 2.63151 threshold=1.5 3.5 1.5 0.5 1.5 1.5 15.5 0.5 11.5 3.5 0.5 5.5 0.5 0.5 5.5 10.5 0.5 1.5 1.5 0.5 0.5 0.5 1.5 0.5 1.5 1.5 0.5 2.5 2.5 9.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -3 5 6 7 8 9 11 12 13 15 14 16 -9 17 19 -19 24 21 22 -21 -24 25 26 27 29 -23 -1 right_child=-2 3 -4 -5 -6 -7 -8 10 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 28 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 3 2 3 4 5 6 15 8 9 10 11 12 13 14 15 16 18 18 22 20 28 23 23 24 25 26 27 28 29 leaf_value=0.000294291 -0.051151 0.00168693 -0.0266327 0.0657653 -0.0369237 -0.0335366 0.0344999 0.0131238 -0.0247428 -0.0210138 -0.021754 0.05554 -0.0191381 -0.0270445 0.0415218 0.0471171 -0.0185803 -0.0118206 0.05066 -0.00258178 -0.0148773 0.0483617 0.0896031 -0.00542795 -0.0297154 -0.0496199 -0.0327568 0.0426602 -0.000511233 0.040475 leaf_count=12847 1502 1260 1552 517 1983 1412 102 2603 850 3620 984 1408 607 829 112 172 1082 376 158 1006 521 374 224 185 588 442 1239 201 127 124 internal_value=0 -0.00115801 -0.00536805 0.306141 0.000400205 0.00389385 0.00789336 0.00436557 -0.00866119 0.000942253 0.0908581 0.0111586 0.130961 0.00755619 0.0131247 0.165368 0.00907751 0.0161615 0.282992 0.0101946 0.100377 0.176636 0.0668429 0.412903 -0.00680438 0.00217385 0.00768688 0.0154357 0.369229 0.00905002 internal_count=39006 37504 35727 1777 34175 32192 30780 30678 26312 25462 4366 21842 3382 20434 19605 2775 19493 18411 534 17877 2437 1916 1415 409 15440 14852 14410 13172 501 12971 Tree=868 num_leaves=21 split_feature=87 49 16 10 58 7 86 33 23 47 33 33 14 66 47 63 33 33 13 39 split_gain=3.46643 2.34789 2.41252 1.9445 1.74583 1.9252 2.65448 2.37633 1.19485 0.838047 2.27471 0.783632 0.657114 0.508239 0.398565 0.329555 0.211303 0.0330558 0.0301789 2.40553e-05 threshold=1.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 2.5 1.5 4.5 6.5 0.5 2.5 1.5 0.5 2.5 0.5 1.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 14 9 10 -9 12 13 19 15 17 -4 -1 -2 -7 right_child=18 -3 16 -5 -6 11 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_parent=17 18 1 16 3 4 19 6 10 8 9 10 11 12 13 14 15 16 17 18 19 leaf_value=-0.0365108 -0.0507479 -0.0462872 -0.0435633 -0.0301387 -0.0293499 0.0167497 0.0429174 -0.0168884 0.0339673 -0.0238596 0.0405366 0.0458106 0.0317292 -0.0101624 -0.00502678 -0.0122299 -0.0236637 -0.0293074 -0.0430597 0.0165375 leaf_count=4313 2190 4074 4065 6746 1482 676 1071 208 338 165 510 521 869 1102 3181 1833 247 609 4158 648 internal_value=0 -0.0401559 -0.016808 0.0166459 0.046603 0.0741231 -0.00386236 -0.0587496 0.08701 -0.00298137 0.0888112 0.217182 0.163756 0.0778683 -0.22323 -0.272712 -0.336691 -0.333221 -0.469446 0.166478 internal_count=39006 32658 28584 24272 17526 16044 12228 11157 1221 883 718 3816 3295 2426 9936 6755 4312 4922 6348 1324 Tree=869 num_leaves=31 split_feature=41 39 75 92 31 71 28 38 36 31 34 45 33 82 19 0 4 90 72 37 8 39 67 49 46 91 91 82 56 31 split_gain=4.123 3.19088 3.16765 2.97414 2.80928 2.64078 2.47631 2.49444 3.00764 3.49527 3.22139 3.36108 2.97521 2.77781 3.38147 2.72351 2.39008 2.36306 2.89823 2.43535 2.21919 2.20985 2.25599 5.59742 4.49725 4.97589 4.01646 3.94212 3.2819 3.35502 threshold=12.5 5.5 10.5 4.5 8.5 3.5 11.5 18.5 1.5 2.5 1.5 4.5 4.5 4.5 1.5 6.5 2.5 3.5 0.5 4.5 12.5 3.5 0.5 0.5 2.5 1.5 3.5 0.5 2.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 10 -10 11 12 15 14 -12 16 17 19 -19 20 21 22 24 -24 25 27 -27 -1 29 -29 right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11 13 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_parent=27 0 1 2 3 4 5 6 7 9 9 14 11 12 13 14 15 16 18 18 19 20 21 23 23 24 26 26 29 28 29 leaf_value=0.00256304 0.0531048 -0.0313099 -0.0538833 0.0465624 -0.0358289 -0.0333541 0.0352949 0.0326571 -0.0308152 0.0192746 0.0192605 0.0531097 -0.046304 0.0617065 -0.0152846 0.0379799 -0.0466803 0.000765941 0.0704949 -0.0456734 -0.0410059 -0.034041 -0.0131235 0.0223958 0.0395973 0.0395819 -0.009994 -0.0285611 0.0272012 0.0181804 leaf_count=14473 207 3038 628 110 629 2179 116 191 1305 275 2572 1173 1784 137 496 179 107 193 121 247 966 1600 2840 445 228 686 250 1444 144 243 internal_value=0 0.00429147 0.00978635 0.0129968 0.00932182 0.0136305 0.0179696 0.0137 0.00903656 -0.185976 0.0181922 0.00272317 -0.00170289 0.147621 0.113172 0.00282193 -0.00229671 0.00139832 0.310762 -0.00413064 -0.000166242 0.00385763 0.00867523 -0.0673664 0.0312531 0.0190829 0.256607 -0.00228333 -0.159278 -0.215314 internal_count=39006 38799 35761 35133 35023 34394 32215 32099 31908 1580 30328 27123 25950 3205 3068 24166 23987 23880 314 23566 23319 22353 20753 3285 17468 17240 936 16304 1831 1687 Tree=870 num_leaves=31 split_feature=8 62 13 0 55 44 73 25 9 24 21 31 38 47 85 76 44 75 36 19 7 91 16 71 17 85 85 87 70 69 split_gain=2.70134 2.57264 2.45623 2.43784 2.53818 3.10011 3.89693 3.0034 2.72341 2.61469 2.74723 2.7785 3.22106 2.93954 2.858 3.73301 4.10555 3.5657 3.44496 3.17498 3.12678 3.46509 2.76983 3.6202 2.8155 4.13269 2.48629 3.671 2.37623 2.30285 threshold=4.5 0.5 9.5 5.5 0.5 1.5 2.5 0.5 0.5 4.5 1.5 4.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 5.5 3.5 1.5 6.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 4 9 6 7 26 -9 10 11 14 13 -13 20 16 17 18 -16 -19 21 22 23 24 -1 -26 27 -6 -22 -12 right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 29 12 -14 -15 15 -17 -18 19 -20 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=24 1 1 2 3 27 5 6 8 8 9 29 13 12 13 18 15 16 19 18 19 28 21 22 23 25 25 26 27 28 29 leaf_value=0.00671534 -0.0327355 0.019181 -0.0303908 -0.0412842 0.00500282 0.0392413 -0.0433218 0.0465037 -0.0091535 -0.0235462 -0.0157085 0.00695919 0.00267878 0.0725991 0.000326415 0.0672276 -0.0280191 0.0523772 0.0320469 -0.000808621 -0.0193409 -0.0284177 0.0195399 -0.0353067 -0.0381962 0.0343933 0.0255354 -0.0368631 0.0135753 0.023881 leaf_count=6464 1952 285 1537 412 2015 204 448 825 246 2277 4873 115 250 224 2811 131 187 424 387 141 4777 2759 1226 1374 1323 205 196 224 555 159 internal_value=0 -0.210901 0.0147071 0.0194317 0.0229393 0.0972891 0.0678252 0.0918187 0.325317 0.00153439 0.0104434 0.0288577 0.230577 0.477245 0.0156166 0.0905186 0.071349 0.107388 0.0570512 0.34839 -0.0234709 0.0177425 0.0418692 0.000912529 0.0303238 -0.207789 0.0502383 0.00407634 -0.141748 -0.114559 internal_count=39006 2237 36769 35232 34820 4158 3954 3506 1071 30662 28385 23353 589 339 22764 4081 3950 3763 3198 565 18683 13351 10592 9366 7992 1528 2435 2239 5332 5032 Tree=871 num_leaves=31 split_feature=14 13 66 74 87 37 82 16 21 77 66 90 66 72 22 89 35 10 67 37 69 53 7 40 70 47 53 24 72 15 split_gain=3.85742 3.38631 2.96386 3.1092 2.70417 2.76022 3.35165 3.45402 2.87951 2.48206 4.095 3.04151 2.95855 5.0545 4.52032 3.64663 2.92551 3.43585 2.54208 2.67554 2.42386 2.3451 2.29886 2.61674 2.77636 2.78315 2.4906 3.34825 2.3874 2.39352 threshold=2.5 4.5 31.5 19.5 4.5 1.5 3.5 1.5 4.5 3.5 8.5 0.5 1.5 0.5 1.5 2.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 1.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 8 -7 -8 9 10 11 12 13 14 15 16 17 18 -1 -20 -12 -15 26 24 25 -24 -14 28 29 -28 right_child=-2 -3 -4 -5 -6 6 7 -9 -10 -11 20 -13 22 21 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_parent=18 0 1 2 3 4 6 7 7 8 9 20 11 26 21 14 15 16 17 19 19 20 21 25 23 24 25 29 27 28 29 leaf_value=-0.0101712 -0.0255737 -0.0333242 -0.0499985 0.0459039 -0.0458637 0.0164793 0.00546762 -0.0484319 -0.0302506 0.0200602 -0.0115312 -0.0145948 -0.00318616 0.0363745 0.0532998 0.0332771 -0.0311012 -0.0528292 0.000774432 0.0410472 -0.0504096 -0.00238966 -0.0126673 0.0481669 0.0272118 0.0198953 0.0356176 0.0478721 -0.0261728 0.00197514 leaf_count=5960 4138 4868 193 295 1062 3137 419 138 581 279 1537 1644 3422 540 115 216 1471 2472 721 166 338 723 843 248 683 802 394 488 255 858 internal_value=0 0.0135789 0.0191856 0.0225168 0.0183339 0.0216953 0.111071 -0.106732 0.00325611 0.010039 0.000449801 0.0175436 0.0332565 -0.0211119 -0.059776 -0.0767102 -0.0970513 -0.0642689 -0.0437961 0.0829185 -0.184794 0.230528 0.0836353 0.167674 0.127207 0.0221831 0.034844 0.140106 0.0682398 0.131986 internal_count=39006 34868 30000 29807 29512 28450 3694 557 24756 24175 23896 22021 20377 12384 11121 11006 10790 9319 6847 887 1875 1263 7993 2576 2328 1645 5417 1995 1507 1252 Tree=872 num_leaves=31 split_feature=39 35 46 78 58 8 28 69 71 56 31 40 25 15 53 35 47 74 33 2 67 90 75 82 62 71 15 46 8 23 split_gain=3.64413 3.16556 2.83825 2.75312 2.46571 3.38602 2.64895 2.89098 3.1784 2.6952 2.17543 2.11051 2.20442 2.31535 2.00731 1.96606 2.77382 3.0341 2.5217 2.42322 5.09338 2.7276 2.62688 3.18102 3.77905 2.80909 4.33053 6.53257 4.42015 3.71545 threshold=2.5 2.5 3.5 0.5 5.5 3.5 4.5 2.5 2.5 2.5 0.5 1.5 1.5 0.5 0.5 13.5 2.5 9.5 2.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 3 4 -2 5 6 7 8 9 11 -6 15 13 -13 -9 16 17 19 -18 21 -21 22 23 24 25 26 29 28 -28 -1 right_child=1 -3 -4 -5 10 -7 -8 14 -10 -11 -12 12 -14 -15 -16 -17 18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 3 1 2 3 10 5 6 14 8 9 10 13 12 13 14 15 18 17 18 20 20 21 22 23 24 25 28 27 28 29 leaf_value=0.00605619 -0.033246 0.0147584 -0.0410343 0.0136566 0.00323563 -0.0357158 0.023233 -0.0467084 -0.0337496 -0.032413 0.0376493 0.0373886 -0.0283462 0.00728045 -0.00914746 0.0264381 -0.00508963 -0.0501226 -0.0415174 0.00313288 0.053953 0.025422 -0.0157553 0.0529952 -0.0347093 -0.0138217 0.0388095 -0.0427297 -0.0137641 -0.0224639 leaf_count=4823 6839 253 678 422 273 2288 285 806 1465 1067 204 380 149 487 1867 210 3311 467 486 3957 553 369 2217 241 429 1518 1429 215 229 1089 internal_value=0 -0.171206 0.0124566 -0.256341 0.0170415 0.00748934 0.0142439 0.00524481 0.017242 0.0246003 0.195256 0.031079 0.160282 0.203817 -0.180655 0.0171314 0.00960884 0.0397763 -0.0800229 0.0470834 0.202897 0.0265468 0.00864157 0.0341224 0.0221942 0.0416784 0.0729779 0.224832 0.301745 0.00587032 internal_count=39006 7514 31492 7261 30814 30337 28049 27764 25091 23626 477 22559 1016 867 2673 21543 21333 17536 3797 17069 4510 12559 12190 9973 9732 9303 7785 1873 1658 5912 Tree=873 num_leaves=31 split_feature=83 14 61 68 75 49 63 39 0 0 29 77 85 72 6 1 3 91 10 25 52 72 61 61 85 70 13 19 36 54 split_gain=2.69443 2.94961 2.18169 2.12099 2.86325 3.05041 2.66581 2.71274 2.58445 2.55253 2.44103 2.20738 2.2869 2.98188 2.18961 2.8601 2.44999 2.11006 3.37177 3.44252 3.63537 3.08883 5.17997 3.1103 4.42178 3.18065 3.17362 3.07151 3.09835 4.29854 threshold=0.5 3.5 13.5 5.5 5.5 3.5 3.5 4.5 3.5 2.5 1.5 16.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 1.5 2.5 0.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 14 12 13 -6 15 17 -16 18 19 20 21 23 -23 26 25 -25 27 28 29 -1 right_child=-2 -3 -4 -5 11 -7 -8 -9 -10 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 13 5 6 7 8 9 10 11 12 13 16 15 16 17 18 19 20 22 22 25 24 25 26 27 28 29 leaf_value=-0.00726148 0.0201811 -0.0404204 0.0340097 -0.0399168 0.0503997 -0.0498984 -0.0252706 -0.0391134 -0.0319212 0.0334772 -0.0382941 -0.0260944 -0.000241505 -0.00298056 0.0103557 -0.0207878 0.062657 -0.00803291 -0.0141009 0.0498591 0.0395504 0.0444456 -0.0173301 -0.00350918 0.0330484 0.0472121 -0.0218097 -0.0209547 0.0289608 0.0326521 leaf_count=2518 860 2923 272 1293 230 555 2731 3352 649 402 379 125 205 194 318 2362 153 4800 4277 641 160 615 332 1739 1325 119 4358 454 407 259 internal_value=0 -0.000759983 0.00475871 -0.000219414 0.00390894 -0.00911577 -0.00386139 0.00527507 0.0113257 0.0183445 0.0109495 0.17638 0.232778 0.355436 0.0167634 0.00607589 0.211804 0.0194994 0.042056 0.0661529 0.0543669 0.0381597 0.248721 0.0147895 0.112903 0.0140361 -0.041319 0.00862711 0.0588606 -8.21758e-05 internal_count=39006 38146 35223 34951 33658 32904 32349 29618 26266 25617 25215 754 629 424 24836 24365 471 22003 17203 12926 12285 12125 947 11178 3183 1858 7995 3637 3183 2777 Tree=874 num_leaves=31 split_feature=40 85 57 14 14 20 14 71 58 65 8 38 3 13 47 87 39 63 7 12 71 76 29 24 87 66 56 71 9 37 split_gain=2.52575 2.9034 6.07857 2.86315 2.83126 4.73839 4.12426 7.07379 3.85648 3.64357 5.57355 4.12211 3.67063 3.17874 3.06417 2.85721 2.79787 2.70466 2.67311 2.66973 2.59917 2.5813 2.54824 2.83669 3.36917 3.11808 3.42146 3.24525 2.66764 2.5301 threshold=0.5 1.5 1.5 17.5 3.5 0.5 8.5 0.5 1.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 16.5 0.5 1.5 1.5 6.5 1.5 0.5 4.5 0.5 0.5 0.5 3.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 21 8 6 7 -6 9 11 -11 16 18 17 -7 -9 20 -8 29 -2 22 -3 23 25 -25 27 -27 28 -1 -13 right_child=19 3 -4 -5 5 14 13 15 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=28 19 21 2 3 7 14 17 15 8 10 10 29 12 13 14 15 16 17 18 19 20 21 22 24 24 26 26 27 28 29 leaf_value=-0.00734813 -0.00466039 0.00348124 -0.0468964 -0.0258628 -0.0112197 0.0362683 -0.00583552 0.0163614 -0.0393251 -0.0325423 0.00383244 0.0164603 -0.0279154 0.0152922 -0.00249481 0.0490342 0.0199806 -0.0313257 -0.00503468 -0.0314717 0.0269495 0.0468524 -0.0237265 0.0168417 -0.00311329 0.000538992 -0.0331616 -0.0287353 0.0185692 0.0642794 leaf_count=6045 5822 6484 1790 108 249 232 440 367 516 1612 523 1215 463 169 112 119 189 180 373 1186 116 139 1322 556 589 5981 1243 168 527 171 internal_value=0 0.000337405 -0.0152427 0.0328136 -0.0117879 0.052593 0.0114641 0.106526 -0.0232148 -0.0200261 -0.16239 -0.0121281 0.103426 -0.0788115 0.251191 0.244687 -0.0237473 -0.13446 0.13763 -0.0597432 -0.0282337 0.0380945 -0.0314259 -0.0268506 0.0580988 -0.0394663 -0.00346757 -0.0770495 -0.0633634 0.192858 internal_count=39006 31998 25267 6731 23477 1868 1524 735 21609 21093 2135 18958 2222 789 344 486 16736 620 1759 7008 16547 6623 16431 15109 1145 13964 7224 6740 6572 1386 Tree=875 num_leaves=31 split_feature=56 46 27 5 49 76 58 73 14 47 7 26 12 23 47 10 69 24 56 66 42 41 52 47 66 41 27 42 8 87 split_gain=2.77201 2.35975 2.4494 2.2842 2.08965 2.485 1.81303 1.69653 1.67906 2.82395 2.63999 2.59396 3.15471 3.72113 4.68728 2.45243 4.83365 2.42423 4.08161 3.4077 3.38081 3.3765 3.10285 2.85799 3.67827 3.99409 2.79471 2.39907 2.79078 2.39668 threshold=1.5 2.5 1.5 0.5 8.5 1.5 3.5 4.5 1.5 12.5 3.5 0.5 0.5 0.5 1.5 1.5 0.5 6.5 0.5 5.5 0.5 0.5 1.5 6.5 0.5 0.5 0.5 7.5 0.5 8.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 15 13 -13 -15 17 -17 18 21 -20 23 29 26 24 -19 -26 27 28 -23 -1 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 20 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 6 7 8 9 10 13 12 14 14 16 16 24 19 19 20 28 22 23 25 25 26 27 28 29 leaf_value=-0.000162451 -0.0352115 -0.0459651 -0.0362178 -0.0195229 0.0402795 -0.0370976 -0.0319284 -0.0271769 0.00371722 -0.0429225 -0.0311058 0.0208228 0.0445971 -0.0286497 0.0229608 -0.0133784 0.0368397 0.000714354 -0.0405101 0.0126575 -0.0116971 -0.0169854 -0.049359 -0.00742406 0.0203345 0.0652038 0.030893 0.006988 0.00295264 0.0142291 leaf_count=13328 2569 862 1827 606 155 633 675 466 5743 174 1057 1131 604 960 272 862 564 205 1265 376 258 2248 271 216 331 128 254 201 491 274 internal_value=0 0.00465469 0.00556003 0.00674886 0.00877388 0.00781473 0.00900409 0.0100085 0.0111068 -0.000690018 0.00106296 0.00332219 0.117981 0.0666459 -0.0955827 -0.00276433 0.170091 -0.00678397 -0.0142006 -0.2669 0.087976 -0.00915154 -0.0853807 0.15386 0.219989 0.337641 -0.0698757 -0.0854965 -0.119537 0.00497132 internal_count=39006 36437 35575 33748 33142 32987 32354 31679 31213 25470 25296 24239 2967 2363 1232 21272 1426 19846 18708 1641 1138 17067 3465 880 664 459 3194 2940 2739 13602 Tree=876 num_leaves=31 split_feature=79 85 91 48 85 63 71 19 71 54 0 58 61 91 63 32 46 66 75 42 32 24 66 91 12 52 14 47 85 32 split_gain=2.90962 3.23883 2.37226 2.33096 2.2415 2.51515 2.45713 6.25287 5.82669 3.53014 4.03375 3.50172 2.69595 2.69001 2.49206 2.8151 2.38301 2.67205 2.49889 2.52767 2.36072 2.33931 2.26708 2.22578 3.59331 3.77237 4.44928 3.82799 7.99645 3.15978 threshold=1.5 1.5 3.5 1.5 17.5 3.5 2.5 0.5 7.5 1.5 5.5 1.5 2.5 2.5 0.5 0.5 0.5 7.5 0.5 1.5 3.5 5.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=2 -2 3 4 5 6 9 14 -9 10 11 12 13 16 -8 -16 17 18 20 -20 23 -14 -22 -1 25 26 27 29 -29 -25 right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 -12 -13 21 -15 15 -17 -18 -19 19 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_parent=23 1 1 2 3 4 5 14 8 8 9 10 11 21 13 15 15 16 17 19 19 22 21 22 29 24 25 26 28 28 29 leaf_value=0.000702461 -0.0542496 0.00369954 -0.0437896 -0.0395243 0.0333389 -0.021519 -0.00780689 0.0615139 0.00338233 -0.0339875 0.0388919 -0.0362818 -0.0316421 0.0413129 0.0475123 0.00205483 -0.0278921 0.0402741 -0.0199848 0.0161128 -0.0450513 0.0168142 0.00598023 -0.0138712 -0.0366966 -0.00930834 0.0511992 0.103996 -0.0123341 0.0268928 leaf_count=12413 4235 342 554 1277 156 3086 1514 357 291 1411 285 1058 2050 258 182 496 1376 1234 2980 251 176 186 231 840 294 361 404 210 176 322 internal_value=0 -0.275739 0.00062223 0.00328286 0.00617698 0.00276277 0.00857429 0.0998817 0.355221 -0.00533933 0.000947969 -0.0053632 0.000680027 0.00869197 0.00413113 0.167123 0.00436114 0.00989722 0.00533345 -0.130188 0.0178492 -0.210408 -0.235805 0.0247497 0.120387 0.156302 0.235414 0.12459 0.47791 0.0200449 internal_count=39006 4577 34429 33875 32598 32442 29356 2840 648 26516 25105 24820 23762 21526 2192 678 21268 19892 18658 3231 15427 2236 407 15020 2607 2313 1952 1548 386 1162 Tree=877 num_leaves=18 split_feature=49 13 63 16 10 42 23 14 86 71 47 66 32 7 32 66 47 split_gain=2.8204 2.94864 2.75828 2.50758 2.11023 2.12241 2.86811 2.60929 2.30476 1.60091 1.45163 1.65751 1.04898 1.00838 0.95072 0.62579 0.000488042 threshold=0.5 4.5 5.5 0.5 0.5 0.5 2.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 14 9 10 11 12 -1 -7 -8 -13 -5 right_child=-2 -3 -4 16 -6 13 7 -9 -10 -11 -12 15 -14 -15 -16 -17 -18 leaf_parent=12 0 1 2 16 4 13 14 7 8 9 10 15 12 13 14 15 16 leaf_value=0.000500464 -0.0481688 -0.0520776 -0.0509922 -0.0323427 -0.0294298 -0.0371954 -0.00124652 0.0735922 0.0414416 -0.0260061 0.029406 -0.0410176 0.0353131 0.00271654 0.0392042 -0.00832454 -0.0313695 leaf_count=2168 5215 4678 1887 2409 6690 1727 1980 850 1227 2690 1681 678 733 522 686 1279 1906 internal_value=0 -0.0355466 -0.0104905 0.0134574 0.0477741 0.0787036 0.122055 0.369693 0.0484807 -0.00341629 0.0552723 -0.0150025 0.101973 -0.188953 0.172095 -0.22701 -0.318587 internal_count=39006 33791 29113 27226 22911 16221 13972 3516 10456 9229 6539 4858 2901 2249 2666 1957 4315 Tree=878 num_leaves=31 split_feature=42 41 75 65 86 62 13 9 2 65 4 71 47 91 85 16 23 68 56 10 85 66 66 75 48 66 7 40 68 67 split_gain=3.66439 3.11381 3.0624 2.9243 2.96337 3.81692 3.92927 3.01924 3.21107 3.32186 2.91078 2.84054 2.65844 2.90989 2.69992 3.22742 3.22004 2.94096 2.70437 3.403 4.37061 4.41811 2.6295 2.60706 4.16233 3.38329 2.57074 2.91521 3.28219 2.55602 threshold=5.5 14.5 10.5 9.5 0.5 1.5 2.5 3.5 1.5 4.5 0.5 3.5 1.5 0.5 1.5 0.5 6.5 0.5 0.5 1.5 0.5 3.5 2.5 0.5 0.5 3.5 4.5 2.5 2.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 16 22 18 -18 19 20 -1 -22 -16 24 25 -12 27 28 -14 -10 right_child=-2 -3 -4 -5 -6 -7 -8 -9 29 -11 23 -13 26 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=20 0 1 2 3 4 5 6 7 29 9 25 11 28 13 22 15 17 17 18 19 21 21 22 23 24 25 26 27 28 29 leaf_value=-0.00970613 -0.0457708 0.0545223 -0.053759 -0.0522348 0.00794034 -0.0380699 -0.0257278 -0.0458151 0.0257369 0.0444694 -0.048172 -0.0508863 -0.0133557 0.0158667 -0.0416139 0.0340462 -0.00373332 -0.0704064 0.0194774 0.0315473 0.0014178 0.057991 0.00212702 -0.0616834 0.0454331 0.0183097 0.0390412 0.0433769 0.0407911 -0.0277265 leaf_count=4093 809 139 631 103 6940 563 6514 241 3140 204 390 1555 4353 2501 1147 130 465 276 963 858 953 333 272 191 121 143 355 126 374 123 internal_value=0 0.0162539 0.0130313 0.0160946 0.0191025 -0.0082669 3.15825e-05 0.0126719 0.0182408 0.00257544 -0.00460084 0.0084421 0.0140927 0.0477788 0.00927808 -0.172162 0.0386901 -0.288143 0.0613203 0.0115508 -0.0262044 0.207621 -0.261373 -0.221213 -0.108592 -0.270933 -0.0680064 -0.0880584 -0.108908 0.198354 internal_count=39006 38197 38058 37427 37324 30384 29821 23307 23066 19803 19599 18754 17199 11991 9490 1549 7941 741 7200 6237 5379 1286 1419 845 654 533 5208 4853 4727 3263 Tree=879 num_leaves=31 split_feature=73 14 58 69 39 8 72 63 62 8 66 48 6 74 2 81 79 63 71 36 23 12 85 20 56 12 70 7 61 73 split_gain=2.42029 2.13354 2.01309 1.95641 1.95339 1.7793 2.52551 2.45386 1.93623 2.13686 2.20895 2.05825 1.84877 2.10731 2.19774 2.16359 1.82477 2.08825 1.91147 3.36986 3.18098 2.60291 2.23654 1.99066 2.25182 2.7175 2.59065 3.32858 2.44553 2.21457 threshold=6.5 9.5 4.5 11.5 6.5 4.5 1.5 14.5 2.5 1.5 9.5 3.5 3.5 4.5 2.5 0.5 3.5 4.5 1.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 7 -7 8 9 11 -11 12 13 14 15 16 17 18 21 22 -21 23 -20 24 28 26 -26 -28 29 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_parent=29 0 1 2 3 4 6 6 7 8 10 10 11 12 13 14 15 16 17 22 20 20 21 22 23 26 25 27 27 28 29 leaf_value=-0.000884678 -0.0492539 -0.0401671 -0.0424981 0.0264891 -0.0308417 -0.036392 0.00910888 -0.0342259 -0.0379776 0.0204699 -0.02429 0.0295675 -0.0293489 -0.0384808 -0.0428713 0.0230334 0.0413213 0.0198898 -0.0470599 -0.0247969 0.0454199 -0.0268063 -0.0116002 -0.0194499 0.00903716 -0.021755 0.0629077 0.00133514 -0.0285252 0.0138983 leaf_count=12585 474 1575 623 161 2302 1357 871 132 244 1236 168 665 320 1247 2821 953 236 442 1116 181 179 1370 820 1186 1704 491 318 224 1297 1708 internal_value=0 -0.00877121 -0.00551043 -0.0026047 -0.00706366 -0.0030459 -0.186329 0.00305156 0.00766341 0.01095 0.150062 0.000762362 -0.00420544 0.000420241 0.00444291 0.00821295 0.000912259 -0.00251398 -0.0106071 -0.141278 0.164834 0.00127018 -0.248555 0.00983028 0.0187339 0.141562 0.199477 0.410512 0.00124915 0.0105488 internal_count=39006 38532 36957 36334 36173 33871 2228 31643 31511 31267 1404 29863 29198 28878 27631 24810 23857 23621 23179 2296 360 20883 1936 19513 18327 2737 2246 542 15590 14293 Tree=880 num_leaves=31 split_feature=3 85 56 62 39 14 89 63 77 65 47 66 17 0 74 57 23 71 76 83 58 44 23 46 48 19 65 72 82 32 split_gain=3.43101 3.11174 3.5484 3.10864 3.31735 3.11964 3.05697 3.66507 3.07334 3.22152 3.00445 2.92257 2.54376 3.66835 2.79917 2.52965 3.22041 2.38834 2.40032 2.59602 3.11661 2.77698 3.74976 3.13845 2.81613 2.62164 2.99978 2.59075 2.32551 2.24578 threshold=9.5 0.5 1.5 0.5 1.5 0.5 4.5 6.5 8.5 4.5 2.5 3.5 0.5 0.5 1.5 4.5 15.5 3.5 1.5 1.5 0.5 0.5 3.5 3.5 2.5 2.5 0.5 0.5 6.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 6 3 4 5 12 7 8 9 15 -5 -4 29 14 -14 16 17 18 19 20 21 23 -23 24 25 -1 -27 -22 -8 -3 right_child=-2 2 11 10 -6 -7 28 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 27 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_parent=25 0 29 11 10 4 5 28 7 8 9 10 11 14 13 14 15 16 17 18 19 27 22 22 23 24 26 26 27 28 29 leaf_value=0.00342136 0.0409792 -0.00805463 0.0489308 0.023131 -0.0329826 -0.0307723 0.0370872 -0.0310655 0.033609 -0.0321375 -0.0239476 -0.00279473 -0.0162741 0.0433729 0.0376681 0.0350679 -0.0321077 -0.0448205 -0.0441601 0.0341469 -0.0239261 0.00552109 -0.0491726 0.031163 -0.0364689 0.0515184 -0.000721289 0.0256958 -0.0125496 -0.0557266 leaf_count=14270 625 4139 245 1015 5886 2289 738 896 183 313 484 326 655 352 103 568 227 1458 242 176 1165 473 309 282 551 165 120 153 160 438 internal_value=0 -0.00601276 -0.0708001 -0.0958234 -0.128577 -0.0885107 0.0208939 0.0105798 0.0200228 0.0117384 0.102114 0.199918 -0.0470327 0.107586 -0.0371082 0.0201939 0.0133316 0.0221445 0.0269138 0.0317746 0.023739 0.0400875 -0.1873 0.0531457 0.0394177 0.0477154 0.283659 -0.163749 0.255889 -0.104056 internal_count=39006 38381 15932 15361 13862 7976 22449 21551 20655 20472 1499 571 5687 1110 758 20159 19591 19364 17906 17664 17488 16170 782 15388 15106 14555 285 1318 898 4577 Tree=881 num_leaves=31 split_feature=61 39 61 61 8 19 39 21 37 90 23 20 79 58 0 70 64 40 45 12 7 75 87 6 65 83 69 16 23 91 split_gain=3.50165 4.2393 3.24597 3.18189 3.01457 2.92378 2.36203 2.27889 2.24977 2.30589 2.04717 1.88993 2.99893 2.5515 2.97129 2.84119 2.32675 1.88542 1.88204 1.7758 2.96292 2.66554 1.73583 1.7323 3.58256 2.04333 2.10027 2.78119 2.02358 1.95231 threshold=17.5 2.5 0.5 3.5 0.5 0.5 0.5 1.5 1.5 2.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 1.5 0.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 3.5 3.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 7 6 -6 8 -3 9 11 -8 12 13 14 16 -15 17 19 23 21 -21 22 -1 25 -25 26 -4 29 -26 -28 right_child=-2 3 18 -5 5 -7 10 -9 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 28 -27 27 -29 -30 -31 leaf_parent=22 0 7 26 3 5 5 10 7 8 9 10 11 12 15 14 15 16 17 18 20 20 21 22 24 28 25 29 27 28 29 leaf_value=-0.00212952 0.0521839 -0.0451358 0.0129603 -0.00137986 -0.0342993 0.0184259 -0.0322189 0.003881 -0.0385726 0.0432582 -0.00153674 0.0353339 -0.0346099 0.0315902 0.0465556 -0.0153266 -0.0473319 0.0328833 -0.00829855 0.046102 -0.0127433 -0.0558163 -0.0337115 -0.0389264 0.0296936 -0.0294697 -0.00253104 0.01667 -0.0119753 -0.0395962 leaf_count=3597 118 5598 4727 917 3121 666 3193 953 783 103 1721 774 1580 448 243 154 439 139 2779 335 274 402 1070 496 257 222 2389 899 509 100 internal_value=0 -0.00294838 0.0116168 -0.190527 -0.0470749 -0.243507 -0.02013 -0.351565 0.011354 0.025044 -0.16992 0.0109013 -0.00337254 0.0202014 -0.0218672 0.19484 -0.043648 -0.0234348 0.0500274 -0.0443529 0.166673 -0.0791944 -0.0523482 0.0662855 -0.0820529 0.0813442 0.0890623 0.0139664 0.0811137 -0.0613226 internal_count=39006 38888 31420 7468 19042 3787 15255 6551 10341 9558 4914 9455 8681 7101 6499 602 6256 5817 12378 5678 609 5069 4667 9599 1262 8337 8115 3388 766 2489 Tree=882 num_leaves=31 split_feature=7 71 39 8 49 69 15 72 12 73 9 66 0 58 54 24 31 0 30 40 54 91 59 52 40 42 23 79 0 74 split_gain=2.51974 3.42196 2.51114 2.16808 1.86601 2.92129 3.93052 3.35099 2.98907 2.677 2.43762 2.23713 2.17694 2.50181 3.35653 2.85118 2.5657 2.45643 2.37381 2.33304 2.42942 4.52791 3.67201 3.23435 3.52378 2.76297 2.68705 2.59307 2.58382 2.26951 threshold=18.5 3.5 4.5 5.5 1.5 3.5 2.5 0.5 9.5 0.5 1.5 1.5 3.5 1.5 0.5 4.5 0.5 2.5 0.5 2.5 0.5 3.5 4.5 1.5 0.5 0.5 1.5 0.5 0.5 8.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 8 7 11 12 10 -6 -7 13 15 16 17 -15 18 19 20 21 23 27 25 26 29 -25 28 -22 -1 right_child=-2 -3 -4 -5 9 6 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 3 10 11 6 7 8 9 10 11 12 16 14 15 16 17 18 19 28 21 22 26 24 25 26 27 28 29 leaf_value=-0.000622918 0.0378442 -0.0427429 -0.035156 -0.0421291 -0.0160939 0.0500063 -0.0194168 0.0755561 -0.0409628 -0.0545853 0.0370476 0.00100639 -0.0291114 0.0432693 -0.010087 -0.0369173 -0.000593536 0.0380351 -0.0274103 -0.0407686 0.0069901 0.0527204 0.0638298 0.0821831 -0.0178901 -0.0354512 0.0185089 -0.021941 0.0344828 -0.0408204 leaf_count=14626 103 2460 3581 2121 933 449 398 190 325 642 250 280 593 469 309 1527 204 197 1969 406 1628 238 489 134 127 2438 136 925 360 499 internal_value=0 0.00855207 0.0142126 0.0192281 0.022873 0.0310862 0.228003 0.358873 0.0194725 -0.146775 -0.0383059 0.203323 0.0252474 0.0310288 0.186912 0.0172981 0.310175 0.0241658 0.0176318 0.0254824 0.0308187 0.000344687 0.110778 -0.0115603 0.268747 -0.0279053 0.471126 0.0854773 0.117873 -0.0152231 internal_count=39006 38903 36443 32862 30741 28916 1317 919 27599 1825 1183 729 27274 26681 982 25699 673 24172 23975 22006 21600 18198 3402 17960 397 17563 270 2913 1988 15125 Tree=883 num_leaves=31 split_feature=35 16 63 14 33 13 8 67 84 15 71 71 80 10 38 9 6 58 12 40 14 34 10 38 14 65 63 63 31 66 split_gain=2.54724 2.17677 3.83789 3.86993 4.02656 3.6743 5.09917 2.38846 2.47006 2.47966 5.01707 3.96873 2.78532 3.26004 2.7879 2.72576 3.08975 2.9016 2.80246 3.08964 3.17329 2.83862 4.62351 2.93637 4.46715 4.13984 3.31112 6.43017 6.27145 4.21722 threshold=4.5 0.5 15.5 11.5 5.5 0.5 2.5 4.5 14.5 4.5 6.5 6.5 0.5 0.5 3.5 5.5 0.5 1.5 0.5 1.5 13.5 0.5 0.5 0.5 1.5 3.5 0.5 1.5 2.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 7 3 4 5 6 -3 8 9 11 -11 12 14 -14 15 16 17 18 19 20 21 23 -23 25 -25 26 28 -28 -1 -29 right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 29 -30 -31 leaf_parent=28 0 6 2 3 4 5 6 7 8 10 10 11 13 13 14 15 16 17 18 19 20 22 22 24 24 25 27 29 28 29 leaf_value=0.0032548 -0.0419589 -0.0398891 0.022431 0.0136743 0.0318129 -0.00779787 0.00808942 -0.0471117 0.0241724 0.0130903 -0.00611592 0.0152092 -0.029158 0.0205907 -0.0425376 0.0325454 -0.0184992 -0.0215442 -0.00969334 -0.0239596 -0.0268697 -0.00399233 -0.0432714 0.00409345 0.0324837 0.0431941 -0.0119083 0.0164946 -0.0714252 -0.00114071 leaf_count=10985 1270 3123 127 186 118 2002 124 624 142 2202 673 563 571 404 313 166 1425 692 2871 490 128 1510 1686 1087 211 122 2215 454 270 2252 internal_value=0 -0.00263987 -0.0709896 -0.100881 -0.14213 -0.168134 -0.29612 0.00225834 0.00308998 0.00138092 0.0627183 -0.00534185 -0.00999344 -0.19232 -0.00709128 -0.00580493 -0.0073979 -0.00401363 -0.00129316 0.00459013 0.00728684 0.0097645 -0.0879831 0.0160784 0.112618 0.0090382 0.00660715 -0.0300852 0.0291465 0.0173389 internal_count=39006 37736 5680 5553 5367 5249 3247 32056 31432 31290 2875 28415 27852 975 26877 26564 26398 24973 24281 21410 20920 20792 3196 17596 1298 16298 16176 4921 11255 2706 Tree=884 num_leaves=31 split_feature=59 67 63 75 77 23 84 53 28 22 23 82 90 32 13 70 49 19 84 31 37 87 58 2 26 17 20 88 11 37 split_gain=2.68843 2.38162 3.85836 2.62857 1.8149 1.84246 1.65811 1.62329 1.5993 1.56076 3.61216 1.45881 1.98443 4.15907 2.4661 1.63208 1.54768 1.60731 2.86576 2.66225 2.29826 3.29272 1.94853 1.76056 1.87544 3.31936 2.04059 2.18738 3.65469 1.83014 threshold=2.5 1.5 1.5 4.5 1.5 10.5 0.5 0.5 2.5 2.5 2.5 5.5 0.5 1.5 0.5 0.5 8.5 1.5 1.5 2.5 1.5 0.5 3.5 2.5 0.5 1.5 1.5 1.5 0.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 6 4 5 8 -3 -4 9 11 -11 12 16 15 -15 -14 17 22 19 20 21 -19 23 24 29 26 27 28 -26 -1 right_child=-2 2 7 -5 -6 -7 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_parent=29 0 6 7 3 4 5 6 7 8 10 10 11 15 14 14 15 16 21 18 19 20 21 22 23 28 25 26 27 28 29 leaf_value=0.000776998 -0.0443709 -0.0460376 0.0238657 -0.049268 -0.0247546 0.0234809 -0.00744111 -0.0223342 -0.0389444 -0.050264 0.0194639 0.0276439 -0.0188971 -0.0192153 0.0420463 -0.0571929 0.0378076 -0.0180518 -0.025432 -0.0256929 -0.0176476 0.037098 -0.0361233 -0.0259547 0.00999099 0.049221 -0.0296429 0.0415406 -0.0320775 0.00942077 leaf_count=20739 3449 1418 140 1409 617 651 237 235 439 109 124 234 965 148 143 330 104 344 288 172 258 172 479 2661 1261 266 140 179 134 1161 internal_value=0 0.00583767 -0.159031 0.00841246 0.00936205 0.0106433 -0.335505 0.0943972 0.00914517 0.00988141 -0.215106 0.0111566 0.01014 -0.134273 0.188779 -0.271962 0.0126901 0.0118902 -0.085919 0.0185894 0.114757 0.22071 0.0150005 0.0160119 0.0172629 0.0939054 0.066164 0.0862026 0.0612364 0.0124496 internal_count=39006 35557 2030 33527 32118 31501 1655 375 30850 30411 233 30178 29944 1586 291 1295 28358 28254 1234 946 774 516 27020 26541 23880 1980 1714 1574 1395 21900 Tree=885 num_leaves=31 split_feature=46 16 79 28 39 48 59 42 42 14 8 7 32 15 38 49 0 24 33 56 53 78 21 72 31 74 13 66 31 70 split_gain=2.66202 2.36864 2.84875 2.22601 2.05449 1.87803 2.09922 5.59937 4.90328 3.25296 2.71067 2.57068 2.50642 3.57622 2.3527 3.12607 3.05568 3.40982 3.39492 3.66384 2.59297 2.52572 2.50502 2.49594 2.35364 2.30275 2.12889 9.57674 7.01796 3.53414 threshold=1.5 1.5 2.5 1.5 16.5 1.5 0.5 1.5 5.5 8.5 1.5 1.5 0.5 0.5 0.5 1.5 0.5 7.5 4.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 3.5 3.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 8 9 10 -8 11 14 13 -9 15 16 17 18 19 23 -19 25 -16 24 26 -18 29 28 -28 -1 right_child=-2 -3 -4 -5 -6 -7 7 12 -10 -11 -12 -13 -14 -15 22 -17 21 20 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 9 13 8 9 10 11 12 13 22 15 25 20 18 19 20 21 22 23 24 25 28 27 28 29 leaf_value=0.00902244 -0.051085 -0.033984 -0.0401929 -0.0330463 -0.0287013 -0.0371562 -0.0050648 0.0391615 -0.0332694 0.0300878 -0.0285938 -0.0242174 0.0499336 -0.0100691 -0.0298778 -0.03788 -0.0202017 0.0331069 0.0609311 -0.0347894 -0.0140402 0.016084 0.0129384 0.0504046 -0.0433699 0.0196728 -0.00924921 0.070528 0.0470962 -0.0172969 leaf_count=6918 1515 2428 2883 860 394 1149 5221 148 531 191 2841 2037 169 136 1103 310 1997 361 1323 633 119 365 501 269 593 267 2645 142 140 818 internal_value=0 0.00123026 0.0046073 0.00804854 0.0113052 0.0147487 0.0172076 0.0935401 0.00320955 0.00148392 0.0120021 0.0176257 0.293329 0.166635 0.0238572 0.0319068 0.0370248 0.0532253 0.0399636 0.0350844 0.250356 -0.0913862 -0.164627 0.0429796 0.0384199 -0.152241 0.0426605 -0.0196014 -0.0549975 0.0720067 internal_count=39006 37491 35063 32180 31320 30926 29777 5865 23912 5412 23381 20540 453 284 18503 16899 16589 13960 13480 12157 480 2629 1604 11524 11256 2264 10663 2927 2785 7736 Tree=886 num_leaves=20 split_feature=33 87 82 88 59 75 69 14 23 33 7 53 24 8 66 7 23 33 66 split_gain=3.6216 1.91225 1.68638 1.61922 1.30836 1.18122 1.02255 0.967866 1.13721 1.1088 1.04361 1.03838 0.654205 0.649033 0.481291 0.412934 0.377067 0.241155 0.335875 threshold=0.5 1.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 3.5 0.5 0.5 0.5 2.5 1.5 0.5 0.5 4.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=6 2 3 4 5 7 12 10 9 -9 11 17 16 -14 -12 -5 -1 18 -2 right_child=1 -3 -4 15 -6 -7 -8 8 -10 -11 14 -13 13 -15 -16 -17 -18 -19 -20 leaf_parent=16 18 1 2 15 4 5 6 9 8 9 14 11 13 13 14 15 16 17 18 leaf_value=0.00211944 0.0148785 -0.0388364 -0.0288609 -0.00567093 -0.0170687 -0.0145991 -0.0501172 0.00375695 0.0574195 0.0457745 0.0382719 -0.0251244 -0.0436087 -0.0110368 0.011442 -0.0324533 -0.0223986 0.0219576 -0.00851793 leaf_count=3047 178 1020 1699 1267 1206 549 10035 506 312 253 482 487 8936 1608 441 600 5473 529 378 internal_value=0 0.0156254 0.0406925 0.0694953 0.110149 0.143399 -0.258019 0.17598 0.305864 0.194357 0.109803 0.0202006 -0.193338 -0.306754 0.265937 -0.174113 -0.0810208 0.10091 0.0452845 internal_count=39006 9907 8887 7188 5321 4115 29099 3566 1071 759 2495 1572 19064 10544 923 1867 8520 1085 556 Tree=887 num_leaves=31 split_feature=59 8 37 39 10 19 11 72 23 42 65 9 68 63 87 7 66 54 59 71 59 3 21 73 53 32 74 42 34 77 split_gain=3.41428 3.07594 3.09512 3.31231 3.33464 3.20228 3.26926 3.07102 3.16725 3.10034 3.0442 3.71391 4.49665 3.01332 2.90211 2.88401 2.89654 2.82814 2.78656 2.66445 2.98153 5.27156 3.63266 3.32292 3.65906 2.63493 3.47066 3.46255 3.08262 3.02592 threshold=11.5 12.5 5.5 4.5 6.5 0.5 1.5 0.5 5.5 0.5 1.5 0.5 1.5 1.5 3.5 7.5 10.5 0.5 18.5 1.5 5.5 0.5 0.5 2.5 1.5 0.5 2.5 1.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 14 7 8 9 -7 11 12 17 -11 15 16 19 -9 -2 20 23 22 -22 25 -25 27 28 29 -27 -1 right_child=18 -3 -4 -5 -6 6 -8 10 -10 13 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_parent=29 18 1 2 3 4 9 6 17 8 13 10 11 12 13 14 15 16 17 18 19 22 21 22 24 24 28 26 27 28 29 leaf_value=0.00627178 0.027915 -0.0451204 -0.0348513 -0.0275667 0.0293669 0.0132059 -0.0468969 0.0102728 -0.0144087 -0.035865 0.000460707 -0.000382018 0.0994265 0.0275242 -0.0365273 0.0437648 -0.0244732 0.0749288 -0.0222937 -0.0242365 -0.0612154 0.0347739 0.000589447 0.0558347 -0.0106033 -0.0189587 0.0400632 -0.0341135 0.0155995 -0.0176432 leaf_count=9273 1321 1308 688 3889 3436 2786 196 296 952 535 425 287 301 190 1518 417 818 109 102 2650 251 278 180 284 142 4431 130 533 441 839 internal_value=0 -0.00349339 0.000432301 0.00554497 0.0124337 0.0053292 0.0753827 0.0882761 0.0454196 0.0921451 0.245757 0.375443 0.530144 -0.178559 -0.0227521 -0.0154608 -0.0210548 0.314652 0.201872 -0.00953311 0.00117316 -0.227119 -0.396389 0.0139536 0.313662 0.00249649 -0.0986511 0.0304451 -0.133099 0.043205 internal_count=39006 37583 36275 35587 31698 28262 6077 5881 4463 3511 1418 993 706 725 22185 20667 20250 405 1423 19432 16782 709 431 16073 426 15647 5002 10645 4872 10112 Tree=888 num_leaves=31 split_feature=73 42 42 55 32 39 87 84 63 66 41 12 22 36 31 55 64 49 65 48 21 56 56 69 45 3 23 33 66 87 split_gain=2.29436 2.27172 2.38452 4.25393 3.58513 2.25122 2.08112 2.46807 2.05809 2.60928 1.98713 2.92319 2.83614 4.85753 3.42252 3.26595 2.73792 4.12363 3.11259 2.70066 3.96046 3.15724 4.52484 3.37837 3.20651 3.1817 3.13279 2.78141 2.55507 2.524 threshold=6.5 7.5 4.5 0.5 2.5 7.5 1.5 1.5 9.5 4.5 0.5 0.5 0.5 0.5 1.5 1.5 0.5 0.5 0.5 0.5 0.5 1.5 0.5 1.5 0.5 0.5 2.5 0.5 0.5 11.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -4 5 8 7 -3 10 -10 11 19 13 14 15 -12 17 18 -15 21 -21 22 24 -24 25 29 -27 -22 -14 -1 right_child=-2 6 3 -5 -6 -7 -8 -9 9 -11 12 -13 28 16 -16 -17 -18 -19 -20 20 27 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 0 7 3 3 4 5 6 7 9 9 15 11 28 18 14 15 16 17 18 20 27 21 23 23 24 26 26 27 28 29 leaf_value=9.0619e-05 -0.046957 0.0299225 -0.0172256 0.0415489 -0.0264261 -0.0398996 -0.0435332 -0.0338119 0.00953961 -0.0321939 -0.0195079 -0.0138043 0.054967 0.0319195 0.0165254 0.0268789 -0.0099736 0.00803303 0.0968263 0.0383492 0.0148498 -0.0378955 0.0386959 -0.0226596 -0.0307363 0.0491468 -0.00875114 -0.0404824 0.0149721 -0.0398401 leaf_count=14029 469 102 217 185 2907 1443 262 210 444 919 5411 3638 150 355 1057 208 329 204 319 821 869 434 822 106 1320 454 230 347 568 177 internal_value=0 0.00450955 0.010758 0.215652 0.00357893 0.0121254 -0.213516 -0.0115691 0.0157332 -0.160871 0.0234788 0.00234538 0.0887152 0.0361323 -0.0499983 -0.134866 0.251027 0.354976 0.614181 0.0214717 0.188583 0.00460467 0.0140629 0.276718 -0.00622011 0.00728443 0.280482 -0.0427394 0.241651 -0.00814868 internal_count=39006 38537 37963 402 37561 34654 574 312 33211 1363 31848 23247 8601 7883 6676 5619 1207 878 674 19609 2037 17572 17138 928 16210 14890 684 1216 718 14206 Tree=889 num_leaves=31 split_feature=14 87 88 39 90 75 84 19 3 74 52 67 10 64 74 16 4 26 37 13 8 8 0 48 31 3 44 22 8 24 split_gain=3.52024 3.36998 2.98874 2.82063 2.60046 2.58643 2.55309 2.53742 2.40692 2.37095 2.2995 2.38891 2.37187 3.08518 3.02714 2.3503 3.27264 2.47264 2.18543 3.6417 3.08358 2.89777 2.5283 2.8129 2.98457 3.19295 2.45734 2.66157 3.6276 2.48792 threshold=4.5 4.5 10.5 4.5 6.5 17.5 5.5 10.5 7.5 19.5 5.5 11.5 0.5 0.5 2.5 0.5 0.5 0.5 0.5 1.5 17.5 10.5 1.5 1.5 3.5 1.5 0.5 0.5 7.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 18 14 15 16 17 -14 19 20 21 26 23 24 25 -20 27 28 -1 -28 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_parent=28 0 1 2 3 4 5 6 7 8 9 10 11 17 13 14 15 16 17 25 19 20 21 22 23 24 25 29 27 28 29 leaf_value=0.000697927 -0.0443005 -0.044234 0.0470874 -0.0298172 -0.0461999 0.0371915 -0.0411071 0.0434709 0.0324921 0.0393834 -0.0456598 0.0389168 0.000293198 -0.0250905 0.0263454 -0.0207418 0.037508 -0.0391376 0.0159925 -0.0240022 0.0510075 -0.0299797 0.0401314 -0.0261025 -0.0183271 -0.0364258 0.000202479 0.0253656 0.0598623 -0.0549046 leaf_count=9758 2374 1959 118 3114 293 237 478 119 926 290 463 208 2729 1518 293 1149 256 2281 2558 4387 307 904 357 269 492 184 177 445 186 177 internal_value=0 0.00851852 0.0127222 0.00901922 0.0142735 0.0174513 0.0131761 0.0167446 0.0131144 0.00845852 0.00469233 0.00777371 0.00387605 -0.0693651 -0.0202468 -0.0594303 0.00694636 -0.0468729 0.0242339 -0.00103833 0.0156568 0.00834642 0.0937049 0.0689509 0.0966906 0.134298 0.0195322 0.0308771 0.0155247 -0.247465 internal_count=39006 36632 34673 34555 31441 31148 30911 30433 30314 29388 29098 28635 28427 8226 6708 6415 5266 5010 20201 16341 11954 11647 3860 3503 3234 2742 10743 10389 9944 354 Tree=890 num_leaves=31 split_feature=87 24 14 44 91 58 76 13 64 8 66 90 77 52 35 28 35 56 82 77 45 67 46 71 63 16 74 66 66 9 split_gain=3.53667 2.63162 3.14166 2.38212 2.24233 2.93411 3.01847 3.42531 3.12162 2.9247 3.6495 2.53532 3.03737 2.59752 2.69334 4.22412 2.46616 2.43461 2.63007 2.92926 2.76321 2.40189 2.73385 2.35098 3.07053 2.89524 2.26527 2.2542 2.18207 2.04994 threshold=4.5 7.5 3.5 1.5 0.5 0.5 0.5 2.5 0.5 0.5 9.5 4.5 0.5 1.5 0.5 0.5 1.5 1.5 1.5 0.5 1.5 2.5 0.5 0.5 0.5 0.5 2.5 2.5 5.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 11 26 -11 12 13 14 15 23 -8 18 19 20 21 -6 -23 24 25 28 -7 -16 -1 -29 right_child=-2 -3 -4 -5 17 9 16 -9 -10 10 -12 -13 -14 -15 27 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_parent=28 0 1 2 3 21 26 16 7 8 10 10 11 12 13 27 15 16 17 18 19 20 22 22 23 24 25 26 29 28 29 leaf_value=-0.0130373 -0.0508025 -0.0306449 -0.0377977 -0.0413486 0.00906212 0.0116824 0.0432111 -0.0372077 -0.0242456 -0.0332615 0.0230662 0.028254 -0.0257727 0.0250036 0.0259195 0.0265992 -0.00302082 -0.0198013 0.0453779 -0.0281218 -0.0353034 0.0465796 -0.00769955 -0.0373883 -0.0377358 0.031721 0.051755 0.00320475 0.0329304 -0.0378819 leaf_count=4778 1997 1084 2811 691 4702 1832 714 4017 2010 416 172 192 1847 324 1087 645 177 882 265 367 903 157 133 1791 2568 447 116 1568 185 128 internal_value=0 0.0135598 0.0188307 0.0239889 0.0275826 0.00174048 -0.0288144 -0.0444549 -0.0302103 0.0942364 -0.12458 -0.00930069 -0.0228682 -0.00173145 -0.0201109 -0.0955114 0.218486 0.0853196 0.103812 0.0865831 0.10574 0.120982 0.327836 -0.142512 -0.0963267 -0.0367516 0.146085 0.0481685 -0.0908062 0.0092595 internal_count=39006 37009 35925 33114 32423 25014 22478 21587 17570 2536 588 15560 15368 13521 13197 10414 891 7409 6527 6262 5895 4992 290 9769 7978 5410 1948 2783 4963 1696 Tree=891 num_leaves=31 split_feature=49 74 24 61 85 91 66 63 66 86 19 33 70 91 3 25 13 41 15 61 47 47 46 70 16 21 71 82 85 23 split_gain=2.53253 2.50276 3.48902 4.07387 3.89309 3.00881 3.36657 3.16182 4.44218 3.86501 2.632 2.24931 2.28622 2.1903 2.18284 2.02162 2.30878 2.08154 2.48277 2.02143 1.99651 1.97959 1.90676 1.90552 1.94057 4.02453 2.42244 3.51446 3.21279 1.88388 threshold=4.5 0.5 0.5 0.5 0.5 1.5 10.5 0.5 5.5 0.5 1.5 1.5 0.5 2.5 0.5 0.5 0.5 1.5 1.5 3.5 1.5 0.5 3.5 4.5 0.5 1.5 0.5 0.5 1.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 11 10 14 6 7 9 -9 19 -4 12 15 22 -5 16 17 18 -1 -6 -14 -17 23 24 25 26 27 28 -3 -23 right_child=-2 13 3 4 5 -7 -8 8 -10 -11 -12 -13 20 -15 -16 21 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_parent=18 0 28 10 14 19 5 6 8 8 9 10 11 20 13 14 21 16 17 18 19 20 29 22 23 24 25 26 27 28 29 leaf_value=0.00423639 -0.0460147 0.0246367 -0.0241551 -0.00809547 -0.0196132 -0.023206 -0.0221632 0.076417 0.000402907 0.0617319 0.0184876 -0.0193758 0.0260049 0.0441432 -0.0501101 -0.00108731 -0.0181249 0.0443196 -0.0309679 0.0220307 0.00313919 0.0712566 -0.0320722 0.0421593 -0.000865293 -0.0216636 -0.00751678 -0.00514616 0.0681436 0.0173706 leaf_count=3588 493 2421 9118 2780 1422 585 271 968 249 303 393 2333 763 341 756 2098 1849 246 817 226 431 531 221 101 1822 1032 1123 610 502 613 internal_value=0 0.0235746 -0.00440899 -0.0779731 0.00896268 0.120153 0.185217 0.259884 0.502822 0.120892 -0.199132 0.0446538 0.0609226 0.0881099 -0.146519 0.0196576 -0.00801404 0.0315102 0.0130946 -0.00982477 0.162979 0.208647 0.0733208 0.0853481 0.0708327 0.136066 0.191576 0.242709 0.322871 0.391298 internal_count=39006 38513 30340 17071 7560 4024 3439 3168 1217 1951 9511 13269 10936 8173 3536 9742 6500 4651 4405 1648 1194 3242 7832 7611 7510 5688 4656 3533 2923 1144 Tree=892 num_leaves=31 split_feature=67 0 76 22 42 85 17 32 13 33 65 61 37 47 66 38 36 47 74 42 28 63 66 41 17 69 54 47 14 70 split_gain=3.01036 2.73964 3.4505 2.71811 2.89469 2.82283 3.36634 2.64153 2.53241 2.43941 2.28652 2.83405 2.61185 2.26926 2.88261 3.30746 3.25236 3.83596 2.32065 2.43272 2.28304 2.26662 2.40062 2.22566 2.3013 2.35706 2.15379 1.94719 3.81232 3.44176 threshold=4.5 1.5 2.5 0.5 0.5 1.5 0.5 5.5 2.5 11.5 5.5 5.5 1.5 2.5 0.5 0.5 0.5 4.5 0.5 0.5 0.5 1.5 0.5 3.5 3.5 10.5 0.5 5.5 10.5 1.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 3 13 7 -5 6 -6 9 -9 10 11 23 21 18 -15 16 17 -16 19 -3 -19 22 -13 24 25 27 -12 -1 29 -29 right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 26 12 -14 14 15 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_parent=27 0 19 2 4 6 5 6 8 8 9 26 22 12 14 17 15 16 20 18 19 20 21 22 23 24 25 26 29 28 29 leaf_value=0.000273323 -0.0490136 -0.0225171 0.0481182 -0.0201368 0.00184068 0.0223 -0.0597966 0.00162746 0.0320067 0.0360025 0.0468463 0.00651346 -0.0482165 0.027752 0.0217214 0.0333654 -0.0600305 -0.0094505 -0.0499688 0.012103 -0.0527981 0.0255709 -0.0352683 -0.0295272 -0.0300553 0.0255352 -0.00960374 0.00901133 0.0562198 -0.0275148 leaf_count=26566 796 898 248 1766 259 198 205 206 213 889 172 176 189 115 226 169 218 168 448 122 138 105 484 1400 610 126 179 1478 113 126 internal_value=0 0.000734867 -0.0945135 0.00515259 -0.104694 0.0330394 -0.132701 0.00912939 0.162739 0.00626565 0.00509589 0.00367525 -0.169813 -0.115282 -0.0242701 -0.0934263 -0.162346 -0.0855928 -0.204796 -0.148756 -0.239468 -0.0795779 -0.173604 0.00646997 0.00775219 0.00905528 0.279029 0.00737754 0.0813802 0.0576811 internal_count=39006 38210 2750 35460 2428 662 464 33032 419 32613 31724 31373 954 2502 1034 919 750 532 1468 1020 306 765 660 30419 29019 28409 351 28283 1717 1604 Tree=893 num_leaves=31 split_feature=38 54 14 21 67 63 47 14 84 87 66 66 53 41 38 7 82 11 33 87 40 55 15 47 91 71 85 23 35 63 split_gain=2.81418 2.27669 2.19021 2.86956 2.62494 2.82984 2.3966 6.57483 5.38741 3.08196 2.68381 4.30158 3.2943 3.00501 1.93585 5.27824 3.38084 3.10361 3.06204 2.83078 4.08878 3.46716 3.46529 4.52903 4.66721 4.43335 4.60042 4.94871 3.11357 3.8085 threshold=4.5 2.5 1.5 2.5 1.5 1.5 1.5 3.5 1.5 2.5 0.5 5.5 0.5 0.5 0.5 1.5 5.5 0.5 1.5 0.5 0.5 3.5 3.5 0.5 0.5 1.5 0.5 0.5 0.5 8.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 14 -6 -4 10 9 -9 -8 13 -13 -12 15 18 -16 -17 19 20 22 -21 25 24 -24 28 27 -27 29 -1 right_child=-2 -3 6 -5 5 -7 7 8 -10 -11 11 12 -14 -15 16 17 -18 -19 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_parent=29 0 1 6 3 5 5 10 9 8 9 13 12 12 13 16 17 16 17 18 21 20 21 24 23 24 27 26 27 28 29 leaf_value=-0.00984636 -0.0478715 -0.031356 0.000837436 -0.01895 -0.0418246 0.00203963 0.0239757 0.057279 -0.00158523 0.0161016 -0.0201906 0.0373433 -0.0109168 0.0155571 0.00400097 -0.0153752 0.048135 -0.0613765 -0.0222519 0.00165753 -0.0193933 0.0302429 0.0536246 -0.0171586 -0.0136952 0.0597133 -0.00591329 -0.0108568 0.00705366 0.011133 leaf_count=7080 618 1029 4452 2574 1551 281 142 268 209 101 488 130 158 144 2900 2138 206 371 2231 6595 1798 122 347 273 194 140 156 158 1908 244 internal_value=0 -0.00307824 -0.0017686 -0.015053 -0.0107773 -0.219416 0.0278018 0.0991776 0.290547 0.436035 0.00626624 -0.0399094 0.186854 -0.131186 -0.00742692 -0.0148933 0.062727 -0.215501 -0.00701638 -0.00259558 -0.0370169 0.0235165 -0.0178372 0.188777 0.353986 -0.0316912 0.180263 0.39193 -0.0501274 -0.0748495 internal_count=39006 38388 37359 31267 28693 1832 6092 1640 578 369 1062 920 288 632 26861 23755 3106 2509 21246 19015 12298 6717 10500 814 541 9686 454 298 9232 7324 Tree=894 num_leaves=31 split_feature=80 25 53 3 57 14 47 24 58 41 23 3 74 66 70 78 79 71 71 71 32 84 14 84 69 65 87 37 55 42 split_gain=3.15803 2.43189 2.60963 2.60684 2.34667 2.26643 2.98223 2.07995 1.96147 2.25819 4.35264 2.48721 2.62323 2.44327 2.27466 2.239 3.02941 2.07337 3.43284 3.22302 2.65118 2.48102 2.43555 2.25471 2.10025 1.89148 1.82388 3.4162 2.62263 3.47977 threshold=0.5 3.5 3.5 0.5 0.5 0.5 0.5 2.5 2.5 3.5 0.5 1.5 1.5 2.5 1.5 1.5 0.5 2.5 4.5 3.5 0.5 2.5 8.5 1.5 1.5 0.5 3.5 0.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 4 -3 8 7 -7 -4 9 11 -11 12 14 -12 15 17 -17 22 19 20 -19 24 26 -21 -20 -23 -1 28 29 -28 right_child=-2 3 5 -5 -6 6 -8 -9 -10 10 13 -13 -14 -15 -16 16 -18 18 21 23 -22 25 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=26 0 3 7 3 4 6 6 7 8 10 13 11 12 13 14 16 16 20 24 23 20 25 22 23 24 25 29 27 28 29 leaf_value=-0.00199083 -0.0290408 0.0569637 -0.0482398 -0.00465138 -0.020094 -0.016869 0.0235854 -0.00692509 -0.0334433 -0.00770983 0.0261335 0.0400783 -0.0328802 0.0924482 -0.0379664 0.00788013 0.0622942 0.0333993 -0.0339747 0.0282349 -0.0161033 0.0017668 0.0228178 0.0839878 0.00873703 0.040432 0.0141102 -0.0219862 0.0352347 -0.0126672 leaf_count=16742 2043 454 3454 1264 3170 866 678 412 743 189 238 555 1790 259 1083 696 169 208 514 211 246 297 206 114 217 122 1100 277 186 504 internal_value=0 0.0125807 0.00846848 0.305104 0.0179767 -0.129202 -0.024746 -0.297669 0.0237249 0.0267388 0.252344 0.021184 0.0174583 0.557467 0.0218083 0.0251025 0.232611 0.0187776 0.120786 0.287256 0.116194 0.0048362 0.0065 0.545296 -0.164033 0.144986 -0.000935403 0.0663038 0.104246 0.0661942 internal_count=39006 36963 35245 1718 29835 5410 1544 3866 26666 25923 686 25237 24682 497 22892 21809 865 20944 1929 779 454 1150 19015 325 731 419 18809 2067 1790 1604 Tree=895 num_leaves=19 split_feature=85 51 49 16 13 74 0 13 59 11 42 86 23 71 24 33 7 66 split_gain=2.68518 2.36948 2.32033 2.35353 2.44645 1.94036 1.77404 1.629 1.75242 1.74653 1.54202 1.1563 1.13617 1.6696 2.12129 0.610206 1.1463 0.374757 threshold=2.5 0.5 0.5 0.5 3.5 0.5 0.5 1.5 0.5 0.5 0.5 0.5 3.5 0.5 0.5 3.5 0.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 -1 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_parent=17 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 leaf_value=0.0135591 -0.0517126 -0.045856 -0.0456189 -0.0312861 -0.0415865 -0.0229681 -0.0279955 0.0465803 -0.026447 0.0486508 -0.0189901 0.0421526 0.0387728 -0.0297915 -0.0196745 0.0369501 0.041417 -0.0119456 leaf_count=817 4750 3616 3477 3841 4332 4016 1821 1721 2559 693 923 728 900 1480 1744 821 306 461 internal_value=0 -0.0259834 -0.00322796 0.019172 0.0517004 0.0780641 0.111624 0.138369 0.106994 0.139596 0.101751 0.145831 0.105579 0.0612897 0.120436 0.219553 0.140396 0.015959 internal_count=39006 34256 30640 27163 23322 18990 14974 13153 11432 8873 8180 7257 6529 5629 4149 2405 1584 1278 Tree=896 num_leaves=31 split_feature=71 87 63 75 59 59 29 77 54 50 66 66 73 58 19 65 70 63 37 34 34 0 58 66 12 3 63 53 74 57 split_gain=2.89741 2.52582 4.49163 3.34931 2.67108 3.17963 2.55715 2.3636 2.32018 4.08075 3.15548 7.37826 2.92464 3.50531 3.10094 2.91777 4.81869 2.73137 2.58026 2.54721 3.1572 2.94437 3.82137 3.48105 2.85361 2.60647 2.79569 4.94993 3.70945 3.8456 threshold=3.5 2.5 2.5 0.5 18.5 11.5 1.5 5.5 0.5 0.5 9.5 12.5 0.5 0.5 4.5 2.5 0.5 0.5 0.5 1.5 7.5 1.5 2.5 10.5 0.5 2.5 0.5 3.5 12.5 0.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 4 -3 -4 5 6 7 8 19 10 12 18 14 15 -10 16 -14 -11 -12 21 -21 23 24 25 -23 26 28 -28 29 -1 right_child=-2 2 3 -5 -6 -7 -8 -9 9 17 11 -13 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_parent=29 0 2 3 3 4 5 6 7 14 17 18 11 16 13 14 15 16 17 18 20 20 24 22 23 24 25 27 27 28 29 leaf_value=-0.00995687 -0.0364999 -0.0416402 -0.0128571 0.0456973 -0.0440443 0.0237908 -0.0273417 -0.0458231 0.00524692 0.00305331 0.109208 0.00303368 -0.00294688 0.0546069 -0.0476779 -0.0327874 0.0650189 -0.0549716 0.0425226 0.0236536 -0.0205312 0.0135571 0.0438503 -0.0302011 -0.0334942 0.0314135 0.00926677 -0.0367549 0.0495061 0.0205571 leaf_count=12491 2440 2939 620 143 100 1297 597 364 3159 168 107 443 658 187 152 146 139 117 119 1857 248 820 228 805 352 1109 5507 411 237 1046 internal_value=0 0.0154372 -0.155839 0.0538824 0.0235748 0.0269021 0.0181294 0.0234479 0.0264777 0.0877018 0.114437 0.334906 0.0799143 0.244195 0.0302494 0.10465 0.223194 -0.253731 0.766501 0.00293187 0.151917 -0.0117762 0.150744 -0.0289003 0.0190645 -0.0155835 -0.0242454 0.0538394 -0.0645068 -0.075805 internal_count=39006 36566 3702 763 32864 32764 31467 30870 30506 5395 5110 669 4441 1130 3311 943 797 285 226 25111 2105 23006 1400 21606 1172 20801 19692 5918 13774 13537 Tree=897 num_leaves=31 split_feature=36 61 0 0 87 37 37 37 42 70 53 65 42 58 66 10 36 33 13 34 74 61 85 23 62 42 8 55 15 23 split_gain=3.78528 1.96787 1.7193 2.01904 4.9803 8.97074 3.41613 2.21683 3.48626 2.89838 2.88043 2.64468 2.66064 2.67694 3.10727 3.12666 2.79437 3.58144 3.39467 2.58752 2.44413 3.15072 2.84593 2.56922 2.43432 2.28927 2.25957 2.15341 2.13592 2.08516 threshold=4.5 5.5 5.5 1.5 1.5 0.5 2.5 0.5 7.5 2.5 0.5 0.5 4.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 2.5 1.5 0.5 0.5 0.5 0.5 0.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 6 -6 -5 8 11 -9 -11 12 13 14 16 19 17 29 -19 24 21 23 -23 -13 27 -15 -25 -16 -17 -1 right_child=-2 -3 -4 4 5 -7 -8 9 -10 10 -12 20 -14 25 15 28 -18 18 -20 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 6 5 5 6 9 8 10 10 23 12 25 27 28 16 18 18 19 20 22 22 26 24 25 26 27 28 29 leaf_value=-0.00588108 0.0459673 -0.0309054 -0.0368572 -0.0115835 0.117188 -0.00222524 0.044139 0.00248149 -0.0488111 0.0742577 0.0114813 0.00902857 0.0304572 0.00303268 -0.0243046 0.015451 -0.0253102 0.00654557 0.0702356 -0.0558147 -0.0122237 -0.0225926 0.0224608 0.0239401 0.0246936 0.0475936 0.0691941 0.0057851 -0.0266735 0.0193662 leaf_count=5099 178 1720 396 1411 303 119 187 8123 226 109 257 1042 127 1276 7896 1123 852 1035 527 668 1235 1790 173 602 324 145 253 347 833 630 internal_value=0 -0.00787469 -0.0039317 -0.00104904 0.14253 0.519772 -0.000400497 -0.00971421 -0.0364013 0.0445614 0.335515 -0.0288789 -0.0554925 -0.0647936 -0.0841635 -0.159303 -0.0249712 0.00637349 0.306885 -0.209697 0.0695894 0.128928 -0.0547315 0.233536 -0.179543 0.113655 0.405192 -0.204727 0.0422439 -0.0283141 internal_count=39006 38828 37108 36712 2020 422 1598 34692 26203 8489 366 25977 20882 20755 19334 11191 8143 7291 1562 9235 5095 3860 1963 1897 8567 1421 855 8243 1956 5729 Tree=898 num_leaves=31 split_feature=34 42 18 85 56 33 75 12 66 23 89 65 46 25 67 50 67 7 51 71 57 52 66 30 55 63 89 0 11 47 split_gain=3.10739 3.57116 2.81282 2.60967 3.708 3.90371 3.02625 2.96978 2.66455 2.40712 3.741 3.06436 2.83238 3.33909 2.81403 2.7344 2.63875 2.52139 2.31049 2.1529 2.44773 2.10891 2.27775 4.44667 2.48407 2.77848 2.386 3.63036 2.05199 2.10981 threshold=21.5 4.5 14.5 0.5 1.5 0.5 10.5 9.5 2.5 14.5 4.5 4.5 2.5 0.5 0.5 0.5 8.5 5.5 0.5 2.5 3.5 3.5 1.5 0.5 0.5 11.5 0.5 0.5 1.5 2.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 7 6 8 21 9 -6 10 11 12 13 16 -11 18 17 19 -15 20 28 22 26 24 25 -24 27 -5 29 -1 right_child=-2 -3 -4 4 5 -7 -8 -9 -10 14 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_parent=29 0 1 2 27 8 5 6 7 8 14 10 11 12 18 14 15 16 17 18 19 20 21 25 23 24 25 26 27 28 29 leaf_value=0.0039983 0.0493172 -0.0468721 0.0524476 -0.0341576 0.0755617 -0.0265287 0.0261008 0.0394256 0.0150784 -0.0012096 0.0323544 -0.0292204 0.0185622 -0.0227667 -0.0523619 0.0313946 0.0413517 -0.0445112 0.0114728 -0.0347445 0.0370574 -0.0538086 0.0060921 -0.0570738 -0.0315062 -0.0314412 0.00100541 0.0126534 0.0380125 -0.0122196 leaf_count=9879 181 958 396 5544 129 179 224 278 229 316 599 337 595 4088 111 296 238 483 1096 1546 381 618 5000 226 645 532 472 1240 179 2011 internal_value=0 -0.00262996 0.00168804 -0.00137227 -0.0620255 0.225736 -0.0875624 0.0232436 0.419033 0.0168055 0.0255245 0.0148565 0.0236413 0.00780866 -0.209097 -0.128681 0.0321246 0.0240226 -0.169288 0.0304501 0.0373566 -0.106295 -0.0951904 -0.038334 -0.00700255 0.0250269 -0.188618 -0.262649 0.0282887 0.0208932 internal_count=39006 38825 37867 37471 15038 537 14501 22433 358 22155 21728 21129 20792 20197 427 5480 14717 14479 5184 13996 12450 14277 13659 6403 6177 5532 7256 6784 12069 11890 Tree=899 num_leaves=31 split_feature=42 59 13 71 61 9 58 8 34 24 52 85 33 46 23 86 0 14 70 7 69 82 59 35 23 24 90 90 35 35 split_gain=3.36695 2.84542 2.78696 2.75345 2.5021 2.23325 2.34395 3.19802 2.46018 2.2828 3.238 2.46912 2.4133 2.27326 1.92452 1.83045 1.80771 1.79807 1.81553 2.44696 1.6865 2.14948 1.89332 2.16593 2.38191 2.31677 2.90245 2.53297 2.33977 2.1276 threshold=1.5 8.5 6.5 4.5 17.5 2.5 7.5 3.5 2.5 4.5 0.5 6.5 4.5 2.5 2.5 7.5 0.5 2.5 2.5 0.5 2.5 9.5 4.5 20.5 2.5 0.5 0.5 1.5 2.5 7.5 decision_type=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 left_child=1 2 3 4 5 6 7 8 9 11 -11 12 13 15 16 17 -12 18 20 -20 21 22 23 24 29 28 -27 -28 -26 -1 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 10 14 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_parent=29 0 1 2 3 4 5 6 7 8 10 16 11 12 13 14 15 16 17 19 19 20 21 22 23 28 26 27 27 28 29 leaf_value=0.00830032 -0.0367117 -0.0437706 -0.0382135 -0.0433048 0.0493423 -0.01982 0.0240673 -0.0351656 -0.0390885 -0.0471314 -0.0374972 -0.0423748 -0.0347055 -0.0258122 0.0354382 0.0456732 0.00489391 -0.0267936 0.0168611 -0.0298594 -0.0118894 0.0520388 0.0479615 0.0458046 0.00161063 0.00157441 0.0647076 0.00521802 -0.0215966 0.0391738 leaf_count=11423 2821 1876 2947 1762 117 810 372 2308 1432 926 350 591 1781 777 116 115 312 1205 203 240 1059 285 466 110 2378 1445 109 115 399 156 internal_value=0 0.0126967 0.0168369 0.0214569 0.0255101 0.0219006 0.0288023 0.021041 0.0272813 0.0316315 -0.136827 0.0417557 0.0459567 0.050864 -0.0092529 0.0568169 -0.105601 0.0530421 0.0577057 -0.131236 0.0658214 0.0738641 0.0694391 0.0651539 0.0599827 -0.0084953 0.0757371 0.365124 -0.0887832 0.0930409 internal_count=39006 36185 34309 31362 29600 29483 28673 28301 25993 24561 1704 22857 22266 20485 778 19708 662 19593 18388 443 17945 16886 16601 16135 16025 4446 1669 224 2777 11579 feature importances: Column_39=970 Column_66=968 Column_14=855 Column_24=831 Column_13=785 Column_23=759 Column_85=734 Column_47=718 Column_33=717 Column_42=697 Column_59=634 Column_61=591 Column_63=573 Column_8=564 Column_41=541 Column_10=529 Column_87=491 Column_74=442 Column_31=433 Column_71=396 Column_53=380 Column_25=367 Column_35=365 Column_15=361 Column_7=358 Column_58=354 Column_16=345 Column_75=344 Column_38=340 Column_91=334 Column_84=331 Column_67=323 Column_70=313 Column_52=305 Column_0=295 Column_46=293 Column_69=276 Column_32=272 Column_77=272 Column_55=254 Column_68=250 Column_86=246 Column_56=243 Column_82=237 Column_34=232 Column_65=225 Column_37=218 Column_78=217 Column_89=216 Column_90=213 Column_12=212 Column_40=211 Column_57=211 Column_49=198 Column_36=197 Column_76=186 Column_29=185 Column_54=175 Column_88=169 Column_9=149 Column_19=148 Column_28=142 Column_6=139 Column_72=138 Column_44=137 Column_21=136 Column_73=136 Column_17=134 Column_22=126 Column_43=119 Column_18=118 Column_3=113 Column_79=99 Column_2=90 Column_92=89 Column_83=88 Column_48=87 Column_20=85 Column_80=85 Column_26=82 Column_62=66 Column_45=65 Column_4=63 Column_64=60 Column_1=53 Column_51=48 Column_27=40 Column_50=38 Column_30=38 Column_11=35 Column_60=30 Column_81=24 Column_5=15